warning: commands will be executed using /bin/sh
job 753 at Sun Sep  1 18:33:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 2426780 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 42618 members 
Mstep: Class 3 contains 42543 members 
Mstep: Class 4 contains 42366 members 
Mstep: Class 5 contains 42367 members 
Mstep: Class 6 contains 42466 members 
Mstep: Class 7 contains 42528 members 
Mstep: Class 8 contains 42659 members 
Mstep: Class 9 contains 42279 members 
Mstep: Class 10 contains 42576 members 
Mstep: Class 11 contains 42886 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 42822 members 
Mstep: Class 15 contains 42631 members 
Mstep: Class 16 contains 42743 members 
Mstep: Class 17 contains 42620 members 
Mstep: Class 18 contains 42369 members 
Mstep: Class 19 contains 42552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 964.024963 but Gain 2210.562500
Score: -81986288.000000 Penalty: 39790.128906
Iteration 0F: 19 clusters Score -8.198629e+07 nChanged 764475
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 57941 members 
Mstep: Class 3 contains 59452 members 
Mstep: Class 4 contains 59642 members 
Mstep: Class 5 contains 51645 members 
Mstep: Class 6 contains 36069 members 
Mstep: Class 7 contains 41375 members 
Mstep: Class 8 contains 16905 members 
Mstep: Class 9 contains 42343 members 
Mstep: Class 10 contains 63088 members 
Mstep: Class 11 contains 35181 members 
Mstep: Class 12 contains 76186 members 
Mstep: Class 13 contains 16649 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 65842 members 
Mstep: Class 17 contains 22059 members 
Mstep: Class 18 contains 19608 members 
Mstep: Class 19 contains 30114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83444184.000000 Penalty: 39790.128906
Iteration 1F: 19 clusters Score -8.344418e+07 nChanged 255680
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 53860 members 
Mstep: Class 3 contains 67528 members 
Mstep: Class 4 contains 48760 members 
Mstep: Class 5 contains 56240 members 
Mstep: Class 6 contains 35049 members 
Mstep: Class 7 contains 33020 members 
Mstep: Class 8 contains 10254 members 
Mstep: Class 9 contains 29744 members 
Mstep: Class 10 contains 78131 members 
Mstep: Class 11 contains 30526 members 
Mstep: Class 12 contains 92969 members 
Mstep: Class 13 contains 8510 members 
Mstep: Class 14 contains 52952 members 
Mstep: Class 15 contains 68070 members 
Mstep: Class 17 contains 19613 members 
Mstep: Class 18 contains 18310 members 
Mstep: Class 19 contains 30256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83744376.000000 Penalty: 39790.128906
Iteration 2F: 19 clusters Score -8.374438e+07 nChanged 174226
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 48502 members 
Mstep: Class 3 contains 74633 members 
Mstep: Class 4 contains 39364 members 
Mstep: Class 5 contains 70252 members 
Mstep: Class 6 contains 35898 members 
Mstep: Class 7 contains 23952 members 
Mstep: Class 8 contains 6053 members 
Mstep: Class 9 contains 24047 members 
Mstep: Class 10 contains 79195 members 
Mstep: Class 11 contains 25817 members 
Mstep: Class 12 contains 110647 members 
Mstep: Class 13 contains 3618 members 
Mstep: Class 14 contains 50008 members 
Mstep: Class 15 contains 70449 members 
Mstep: Class 17 contains 17856 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 29094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83893224.000000 Penalty: 39790.128906
Iteration 3F: 19 clusters Score -8.389322e+07 nChanged 134471
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 41671 members 
Mstep: Class 3 contains 80313 members 
Mstep: Class 4 contains 32063 members 
Mstep: Class 5 contains 82115 members 
Mstep: Class 6 contains 36027 members 
Mstep: Class 7 contains 15773 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 19437 members 
Mstep: Class 10 contains 76809 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 129762 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 43477 members 
Mstep: Class 15 contains 73685 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 9520 members 
Mstep: Class 19 contains 25782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2037.151001 but Gain 2210.562500
Score: -83998528.000000 Penalty: 37579.566406
Iteration 4F: 18 clusters Score -8.399853e+07 nChanged 115814
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 32867 members 
Mstep: Class 3 contains 84836 members 
Mstep: Class 4 contains 27338 members 
Mstep: Class 5 contains 89084 members 
Mstep: Class 6 contains 36109 members 
Mstep: Class 7 contains 9443 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 72769 members 
Mstep: Class 11 contains 16495 members 
Mstep: Class 12 contains 152840 members 
Mstep: Class 13 contains 2260 members 
Mstep: Class 14 contains 35103 members 
Mstep: Class 15 contains 77010 members 
Mstep: Class 17 contains 19632 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 21675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84088352.000000 Penalty: 37579.566406
Iteration 5F: 18 clusters Score -8.408835e+07 nChanged 100945
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 122346 members 
Mstep: Class 2 contains 22842 members 
Mstep: Class 3 contains 87724 members 
Mstep: Class 4 contains 24678 members 
Mstep: Class 5 contains 92210 members 
Mstep: Class 6 contains 35050 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 9 contains 12975 members 
Mstep: Class 10 contains 66691 members 
Mstep: Class 11 contains 12282 members 
Mstep: Class 12 contains 179589 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 26001 members 
Mstep: Class 15 contains 77472 members 
Mstep: Class 17 contains 20340 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 17650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1467.145508 but Gain 2210.562500
Score: -84159520.000000 Penalty: 35369.003906
Iteration 6F: 17 clusters Score -8.415952e+07 nChanged 94007
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 13575 members 
Mstep: Class 3 contains 89613 members 
Mstep: Class 4 contains 23152 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 33648 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 9 contains 10727 members 
Mstep: Class 10 contains 59595 members 
Mstep: Class 11 contains 9238 members 
Mstep: Class 12 contains 207913 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 74833 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 19 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84221040.000000 Penalty: 35369.003906
Iteration 7F: 17 clusters Score -8.422104e+07 nChanged 82780
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 146881 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 90040 members 
Mstep: Class 4 contains 22395 members 
Mstep: Class 5 contains 91526 members 
Mstep: Class 6 contains 32067 members 
Mstep: Class 7 contains 1855 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 52474 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 231808 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 11607 members 
Mstep: Class 15 contains 68959 members 
Mstep: Class 17 contains 20686 members 
Mstep: Class 19 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84269976.000000 Penalty: 35369.003906
Iteration 8F: 17 clusters Score -8.426998e+07 nChanged 72582
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 89790 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 88763 members 
Mstep: Class 6 contains 30632 members 
Mstep: Class 7 contains 1339 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 46882 members 
Mstep: Class 11 contains 5865 members 
Mstep: Class 12 contains 248913 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 7411 members 
Mstep: Class 15 contains 61471 members 
Mstep: Class 17 contains 20719 members 
Mstep: Class 19 contains 10600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1537.130127 but Gain 2210.562500
Score: -84311328.000000 Penalty: 33158.441406
Iteration 9F: 16 clusters Score -8.431133e+07 nChanged 65239
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 172923 members 
Mstep: Class 3 contains 89683 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 85356 members 
Mstep: Class 6 contains 29526 members 
Mstep: Class 7 contains 1102 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 43347 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 260311 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 54390 members 
Mstep: Class 17 contains 20902 members 
Mstep: Class 19 contains 9340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84343104.000000 Penalty: 33158.441406
Iteration 10F: 16 clusters Score -8.43431e+07 nChanged 53619
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 3 contains 89312 members 
Mstep: Class 4 contains 22436 members 
Mstep: Class 5 contains 81468 members 
Mstep: Class 6 contains 28577 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 41539 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 266701 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 48716 members 
Mstep: Class 17 contains 21303 members 
Mstep: Class 19 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84362304.000000 Penalty: 33158.441406
Iteration 11F: 16 clusters Score -8.43623e+07 nChanged 43181
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 190696 members 
Mstep: Class 3 contains 89205 members 
Mstep: Class 4 contains 22556 members 
Mstep: Class 5 contains 78068 members 
Mstep: Class 6 contains 27897 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 41145 members 
Mstep: Class 11 contains 4050 members 
Mstep: Class 12 contains 269609 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 45051 members 
Mstep: Class 17 contains 21812 members 
Mstep: Class 19 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84374344.000000 Penalty: 33158.441406
Iteration 12F: 16 clusters Score -8.437434e+07 nChanged 34126
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 195576 members 
Mstep: Class 3 contains 89440 members 
Mstep: Class 4 contains 22614 members 
Mstep: Class 5 contains 75250 members 
Mstep: Class 6 contains 27383 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 41372 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 271482 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 42910 members 
Mstep: Class 17 contains 22368 members 
Mstep: Class 19 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2081.924805 but Gain 2210.562500
Score: -84383512.000000 Penalty: 30947.878906
Iteration 13Q: 15 clusters Score -8.438351e+07 nChanged 29094
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 198087 members 
Mstep: Class 3 contains 89799 members 
Mstep: Class 4 contains 22636 members 
Mstep: Class 5 contains 72959 members 
Mstep: Class 6 contains 27031 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 42885 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 273660 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 17 contains 23002 members 
Mstep: Class 19 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84391056.000000 Penalty: 30947.878906
Iteration 14Q: 15 clusters Score -8.439106e+07 nChanged 23323
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 198649 members 
Mstep: Class 3 contains 89991 members 
Mstep: Class 4 contains 22636 members 
Mstep: Class 5 contains 71027 members 
Mstep: Class 6 contains 26789 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 43922 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 275493 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 15 contains 41021 members 
Mstep: Class 17 contains 23505 members 
Mstep: Class 19 contains 5519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84396032.000000 Penalty: 30947.878906
Iteration 15Q: 15 clusters Score -8.439603e+07 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 3 contains 90251 members 
Mstep: Class 4 contains 22662 members 
Mstep: Class 5 contains 69376 members 
Mstep: Class 6 contains 26600 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 44892 members 
Mstep: Class 11 contains 3062 members 
Mstep: Class 12 contains 277460 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 15 contains 40590 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 19 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2099.890625 but Gain 2210.562500
Score: -84399912.000000 Penalty: 28737.316406
Iteration 16Q: 14 clusters Score -8.439991e+07 nChanged 19807
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 197398 members 
Mstep: Class 3 contains 90903 members 
Mstep: Class 4 contains 22696 members 
Mstep: Class 5 contains 68326 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 280114 members 
Mstep: Class 13 contains 4737 members 
Mstep: Class 15 contains 40303 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 19 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84404328.000000 Penalty: 28737.316406
Iteration 17Q: 14 clusters Score -8.440433e+07 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 195126 members 
Mstep: Class 3 contains 91199 members 
Mstep: Class 4 contains 22717 members 
Mstep: Class 5 contains 67151 members 
Mstep: Class 6 contains 26397 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 10 contains 46630 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 283009 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 15 contains 39916 members 
Mstep: Class 17 contains 24700 members 
Mstep: Class 19 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84405360.000000 Penalty: 28737.316406
Iteration 18Q: 14 clusters Score -8.440536e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 3 contains 91655 members 
Mstep: Class 4 contains 22754 members 
Mstep: Class 5 contains 66167 members 
Mstep: Class 6 contains 26385 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 10 contains 47427 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 285160 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 17 contains 24963 members 
Mstep: Class 19 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84405144.000000 Penalty: 28737.316406
Iteration 19Q: 14 clusters Score -8.440514e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 191308 members 
Mstep: Class 3 contains 92453 members 
Mstep: Class 4 contains 22825 members 
Mstep: Class 5 contains 65408 members 
Mstep: Class 6 contains 26380 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 10 contains 48293 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 286231 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 15 contains 39525 members 
Mstep: Class 17 contains 25176 members 
Mstep: Class 19 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84406000.000000 Penalty: 28737.316406
Iteration 20F: 14 clusters Score -8.4406e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 189714 members 
Mstep: Class 3 contains 93734 members 
Mstep: Class 4 contains 22903 members 
Mstep: Class 5 contains 64752 members 
Mstep: Class 6 contains 26357 members 
Mstep: Class 7 contains 227 members 
Mstep: Class 10 contains 49155 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 286318 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 15 contains 39549 members 
Mstep: Class 17 contains 25324 members 
Mstep: Class 19 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84407280.000000 Penalty: 28737.316406
Iteration 21Q: 14 clusters Score -8.440728e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 188109 members 
Mstep: Class 3 contains 95577 members 
Mstep: Class 4 contains 22985 members 
Mstep: Class 5 contains 64250 members 
Mstep: Class 6 contains 26373 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 50041 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 285508 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 15 contains 39743 members 
Mstep: Class 17 contains 25433 members 
Mstep: Class 19 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84408032.000000 Penalty: 28737.316406
Iteration 22Q: 14 clusters Score -8.440803e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 3 contains 97839 members 
Mstep: Class 4 contains 23099 members 
Mstep: Class 5 contains 63780 members 
Mstep: Class 6 contains 26377 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 50916 members 
Mstep: Class 11 contains 2539 members 
Mstep: Class 12 contains 284085 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 15 contains 40005 members 
Mstep: Class 17 contains 25514 members 
Mstep: Class 19 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84409112.000000 Penalty: 28737.316406
Iteration 23Q: 14 clusters Score -8.440911e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 184948 members 
Mstep: Class 3 contains 100468 members 
Mstep: Class 4 contains 23231 members 
Mstep: Class 5 contains 63440 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 51736 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 282120 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 15 contains 40356 members 
Mstep: Class 17 contains 25534 members 
Mstep: Class 19 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84410808.000000 Penalty: 28737.316406
Iteration 24Q: 14 clusters Score -8.441081e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 183108 members 
Mstep: Class 3 contains 103520 members 
Mstep: Class 4 contains 23371 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 26412 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 52431 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 279998 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 15 contains 40765 members 
Mstep: Class 17 contains 25532 members 
Mstep: Class 19 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411848.000000 Penalty: 28737.316406
Iteration 25Q: 14 clusters Score -8.441185e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 181435 members 
Mstep: Class 3 contains 107002 members 
Mstep: Class 4 contains 23471 members 
Mstep: Class 5 contains 62871 members 
Mstep: Class 6 contains 26426 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 53007 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 277552 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 15 contains 41054 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 19 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412936.000000 Penalty: 28737.316406
Iteration 26Q: 14 clusters Score -8.441294e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 3 contains 110923 members 
Mstep: Class 4 contains 23568 members 
Mstep: Class 5 contains 62682 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 53468 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 274568 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 15 contains 41317 members 
Mstep: Class 17 contains 25498 members 
Mstep: Class 19 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413248.000000 Penalty: 28737.316406
Iteration 27Q: 14 clusters Score -8.441325e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 178232 members 
Mstep: Class 3 contains 115622 members 
Mstep: Class 4 contains 23716 members 
Mstep: Class 5 contains 62508 members 
Mstep: Class 6 contains 26497 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 53947 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 270774 members 
Mstep: Class 13 contains 4497 members 
Mstep: Class 15 contains 41590 members 
Mstep: Class 17 contains 25487 members 
Mstep: Class 19 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411456.000000 Penalty: 28737.316406
Iteration 28Q: 14 clusters Score -8.441146e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 3 contains 121065 members 
Mstep: Class 4 contains 23906 members 
Mstep: Class 5 contains 62392 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 54530 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 266055 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 15 contains 41885 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 19 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84410392.000000 Penalty: 28737.316406
Iteration 29Q: 14 clusters Score -8.441039e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 3 contains 127514 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 62327 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 55083 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 260596 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 15 contains 42192 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 19 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411560.000000 Penalty: 28737.316406
Iteration 30Q: 14 clusters Score -8.441156e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 172102 members 
Mstep: Class 3 contains 134584 members 
Mstep: Class 4 contains 24278 members 
Mstep: Class 5 contains 62254 members 
Mstep: Class 6 contains 26629 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 10 contains 55518 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 255202 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 15 contains 42347 members 
Mstep: Class 17 contains 25434 members 
Mstep: Class 19 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412280.000000 Penalty: 28737.316406
Iteration 31Q: 14 clusters Score -8.441228e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 3 contains 142282 members 
Mstep: Class 4 contains 24414 members 
Mstep: Class 5 contains 62172 members 
Mstep: Class 6 contains 26625 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 55825 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 249711 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 15 contains 42404 members 
Mstep: Class 17 contains 25405 members 
Mstep: Class 19 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414024.000000 Penalty: 28737.316406
Iteration 32Q: 14 clusters Score -8.441402e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 3 contains 150975 members 
Mstep: Class 4 contains 24533 members 
Mstep: Class 5 contains 62030 members 
Mstep: Class 6 contains 26621 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 55941 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 244219 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 15 contains 42286 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 19 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415040.000000 Penalty: 28737.316406
Iteration 33Q: 14 clusters Score -8.441504e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 162786 members 
Mstep: Class 3 contains 160231 members 
Mstep: Class 4 contains 24596 members 
Mstep: Class 5 contains 61900 members 
Mstep: Class 6 contains 26617 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 55942 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 239001 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 15 contains 41956 members 
Mstep: Class 17 contains 25366 members 
Mstep: Class 19 contains 3101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415464.000000 Penalty: 28737.316406
Iteration 34Q: 14 clusters Score -8.441546e+07 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 3 contains 170250 members 
Mstep: Class 4 contains 24655 members 
Mstep: Class 5 contains 61786 members 
Mstep: Class 6 contains 26604 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 10 contains 55803 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 234243 members 
Mstep: Class 13 contains 4377 members 
Mstep: Class 15 contains 41546 members 
Mstep: Class 17 contains 25366 members 
Mstep: Class 19 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414208.000000 Penalty: 28737.316406
Iteration 35Q: 14 clusters Score -8.441421e+07 nChanged 18113
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 153101 members 
Mstep: Class 3 contains 180090 members 
Mstep: Class 4 contains 24717 members 
Mstep: Class 5 contains 61592 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 55559 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 230214 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 15 contains 41113 members 
Mstep: Class 17 contains 25396 members 
Mstep: Class 19 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413160.000000 Penalty: 28737.316406
Iteration 36Q: 14 clusters Score -8.441316e+07 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 3 contains 189220 members 
Mstep: Class 4 contains 24801 members 
Mstep: Class 5 contains 61368 members 
Mstep: Class 6 contains 26521 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 55369 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 227096 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 15 contains 40760 members 
Mstep: Class 17 contains 25416 members 
Mstep: Class 19 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84410856.000000 Penalty: 28737.316406
Iteration 37Q: 14 clusters Score -8.441086e+07 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 142304 members 
Mstep: Class 3 contains 197016 members 
Mstep: Class 4 contains 24853 members 
Mstep: Class 5 contains 61157 members 
Mstep: Class 6 contains 26448 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 55159 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 225080 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 15 contains 40680 members 
Mstep: Class 17 contains 25438 members 
Mstep: Class 19 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84407944.000000 Penalty: 28737.316406
Iteration 38Q: 14 clusters Score -8.440794e+07 nChanged 17285
Entering ConstructFrom: 
Score: -84407944.000000 Penalty: 28737.316406
Entering ConstructFrom: 
Trying to split cluster 1 (138101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Entering Unmasked Estep 
Score: -14750041.000000 Penalty: 1923.307861
	Iteration 0F: 2 clusters Score -1.475004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -14657929.000000 Penalty: 3846.615723
	Iteration 0F: 3 clusters Score -1.465793e+07 nChanged 66375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -14695902.000000 Penalty: 3846.615723
	Iteration 1F: 3 clusters Score -1.46959e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -14696490.000000 Penalty: 3846.615723
	Iteration 2Q: 3 clusters Score -1.469649e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -14697616.000000 Penalty: 3846.615723
	Iteration 3Q: 3 clusters Score -1.469762e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -14699297.000000 Penalty: 3846.615723
	Iteration 4Q: 3 clusters Score -1.46993e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -14702378.000000 Penalty: 3846.615723
	Iteration 5Q: 3 clusters Score -1.470238e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -14708850.000000 Penalty: 3846.615723
	Iteration 6F: 3 clusters Score -1.470885e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -14719461.000000 Penalty: 3846.615723
	Iteration 7F: 3 clusters Score -1.471946e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -14732688.000000 Penalty: 3846.615723
	Iteration 8F: 3 clusters Score -1.473269e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 132362 members 
Entering Unmasked Estep 
Score: -14742682.000000 Penalty: 3846.615723
	Iteration 9F: 3 clusters Score -1.474268e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -14746902.000000 Penalty: 3846.615723
	Iteration 10Q: 3 clusters Score -1.47469e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -14747937.000000 Penalty: 3846.615723
	Iteration 11Q: 3 clusters Score -1.474794e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -14748190.000000 Penalty: 3846.615723
	Iteration 12Q: 3 clusters Score -1.474819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137938 members 
Entering Unmasked Estep 
Score: -14748268.000000 Penalty: 3846.615723
	Iteration 13Q: 3 clusters Score -1.474827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -14748295.000000 Penalty: 3846.615723
	Iteration 14Q: 3 clusters Score -1.47483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -14748304.000000 Penalty: 3846.615723
	Iteration 15Q: 3 clusters Score -1.47483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137952 members 
Entering Unmasked Estep 
Score: -14748309.000000 Penalty: 3846.615723
	Iteration 16Q: 3 clusters Score -1.474831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -14748329.000000 Penalty: 3846.615723
	Iteration 17Q: 3 clusters Score -1.474833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -14748334.000000 Penalty: 3846.615723
	Iteration 18Q: 3 clusters Score -1.474833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -14748334.000000 Penalty: 3846.615723
	Iteration 19Q: 3 clusters Score -1.474833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -14748334.000000 Penalty: 3846.615723
	Iteration 20F: 3 clusters Score -1.474833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -14748344.000000 Penalty: 3846.615723
	Iteration 21Q: 3 clusters Score -1.474834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -14748345.000000 Penalty: 3846.615723
	Iteration 22Q: 3 clusters Score -1.474834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -14748348.000000 Penalty: 3846.615723
	Iteration 23Q: 3 clusters Score -1.474835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137959 members 
Entering Unmasked Estep 
Score: -14748361.000000 Penalty: 3846.615723
	Iteration 24Q: 3 clusters Score -1.474836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137958 members 
Entering Unmasked Estep 
Score: -14748357.000000 Penalty: 3846.615723
	Iteration 25Q: 3 clusters Score -1.474836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -14748371.000000 Penalty: 3846.615723
	Iteration 26Q: 3 clusters Score -1.474837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -14748380.000000 Penalty: 3846.615723
	Iteration 27Q: 3 clusters Score -1.474838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137953 members 
Entering Unmasked Estep 
Score: -14748377.000000 Penalty: 3846.615723
	Iteration 28Q: 3 clusters Score -1.474838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137953 members 
Entering Unmasked Estep 
Score: -14748377.000000 Penalty: 3846.615723
	Iteration 29F: 3 clusters Score -1.474838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202592 members 
Entering Unmasked Estep 
Score: -21653176.000000 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -2.165318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -21533274.000000 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -2.153327e+07 nChanged 98118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -21591008.000000 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -2.159101e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -21592414.000000 Penalty: 3971.158447
	Iteration 2Q: 3 clusters Score -2.159241e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -21594460.000000 Penalty: 3971.158447
	Iteration 3Q: 3 clusters Score -2.159446e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -21597184.000000 Penalty: 3971.158447
	Iteration 4Q: 3 clusters Score -2.159718e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -21601444.000000 Penalty: 3971.158447
	Iteration 5Q: 3 clusters Score -2.160144e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 111473 members 
Entering Unmasked Estep 
Score: -21607516.000000 Penalty: 3971.158447
	Iteration 6F: 3 clusters Score -2.160752e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -21615926.000000 Penalty: 3971.158447
	Iteration 7F: 3 clusters Score -2.161593e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -21626976.000000 Penalty: 3971.158447
	Iteration 8F: 3 clusters Score -2.162698e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -21637112.000000 Penalty: 3971.158447
	Iteration 9F: 3 clusters Score -2.163711e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -21642696.000000 Penalty: 3971.158447
	Iteration 10F: 3 clusters Score -2.16427e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -21644902.000000 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -2.16449e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -21646184.000000 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -2.164618e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -21647114.000000 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -2.164711e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -21648120.000000 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -2.164812e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 120702 members 
Entering Unmasked Estep 
Score: -21648936.000000 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -2.164894e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -21649686.000000 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -2.164969e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -21650288.000000 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -2.165029e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -21650878.000000 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -2.165088e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -21651366.000000 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -2.165137e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -21651812.000000 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -2.165181e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 128388 members 
Entering Unmasked Estep 
Score: -21652204.000000 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -2.16522e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 129994 members 
Entering Unmasked Estep 
Score: -21652674.000000 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -2.165267e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -21653100.000000 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -2.16531e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 133582 members 
Entering Unmasked Estep 
Score: -21653594.000000 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -2.165359e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
Score: -21653852.000000 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -2.165385e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -21654344.000000 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -2.165434e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 140034 members 
Entering Unmasked Estep 
Score: -21654840.000000 Penalty: 3971.158447
	Iteration 27Q: 3 clusters Score -2.165484e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -21655474.000000 Penalty: 3971.158447
	Iteration 28Q: 3 clusters Score -2.165547e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -21656054.000000 Penalty: 3971.158447
	Iteration 29Q: 3 clusters Score -2.165605e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -21656746.000000 Penalty: 3971.158447
	Iteration 30Q: 3 clusters Score -2.165675e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 149602 members 
Entering Unmasked Estep 
Score: -21657102.000000 Penalty: 3971.158447
	Iteration 31Q: 3 clusters Score -2.16571e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -21657680.000000 Penalty: 3971.158447
	Iteration 32Q: 3 clusters Score -2.165768e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -21657892.000000 Penalty: 3971.158447
	Iteration 33Q: 3 clusters Score -2.165789e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -21657848.000000 Penalty: 3971.158447
	Iteration 34Q: 3 clusters Score -2.165785e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -21657998.000000 Penalty: 3971.158447
	Iteration 35Q: 3 clusters Score -2.1658e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -21657742.000000 Penalty: 3971.158447
	Iteration 36Q: 3 clusters Score -2.165774e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -21657546.000000 Penalty: 3971.158447
	Iteration 37Q: 3 clusters Score -2.165755e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -21657438.000000 Penalty: 3971.158447
	Iteration 38Q: 3 clusters Score -2.165744e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -21657320.000000 Penalty: 3971.158447
	Iteration 39Q: 3 clusters Score -2.165732e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 176572 members 
Entering Unmasked Estep 
Score: -21657202.000000 Penalty: 3971.158447
	Iteration 40F: 3 clusters Score -2.16572e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -21656836.000000 Penalty: 3971.158447
	Iteration 41Q: 3 clusters Score -2.165684e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -21656080.000000 Penalty: 3971.158447
	Iteration 42Q: 3 clusters Score -2.165608e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 185905 members 
Entering Unmasked Estep 
Score: -21655530.000000 Penalty: 3971.158447
	Iteration 43Q: 3 clusters Score -2.165553e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 188658 members 
Entering Unmasked Estep 
Score: -21655054.000000 Penalty: 3971.158447
	Iteration 44Q: 3 clusters Score -2.165505e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 191149 members 
Entering Unmasked Estep 
Score: -21654506.000000 Penalty: 3971.158447
	Iteration 45Q: 3 clusters Score -2.165451e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 193306 members 
Entering Unmasked Estep 
Score: -21654012.000000 Penalty: 3971.158447
	Iteration 46Q: 3 clusters Score -2.165401e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -21653522.000000 Penalty: 3971.158447
	Iteration 47Q: 3 clusters Score -2.165352e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 196661 members 
Entering Unmasked Estep 
Score: -21653176.000000 Penalty: 3971.158447
	Iteration 48Q: 3 clusters Score -2.165318e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 197816 members 
Entering Unmasked Estep 
Score: -21652916.000000 Penalty: 3971.158447
	Iteration 49Q: 3 clusters Score -2.165292e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 198724 members 
Entering Unmasked Estep 
Score: -21652760.000000 Penalty: 3971.158447
	Iteration 50Q: 3 clusters Score -2.165276e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 199439 members 
Entering Unmasked Estep 
Score: -21652580.000000 Penalty: 3971.158447
	Iteration 51Q: 3 clusters Score -2.165258e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 199982 members 
Entering Unmasked Estep 
Score: -21652456.000000 Penalty: 3971.158447
	Iteration 52Q: 3 clusters Score -2.165246e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -21652314.000000 Penalty: 3971.158447
	Iteration 53Q: 3 clusters Score -2.165231e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 200720 members 
Entering Unmasked Estep 
Score: -21652190.000000 Penalty: 3971.158447
	Iteration 54Q: 3 clusters Score -2.165219e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 200955 members 
Entering Unmasked Estep 
Score: -21652138.000000 Penalty: 3971.158447
	Iteration 55Q: 3 clusters Score -2.165214e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 201139 members 
Entering Unmasked Estep 
Score: -21652084.000000 Penalty: 3971.158447
	Iteration 56Q: 3 clusters Score -2.165208e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 201276 members 
Entering Unmasked Estep 
Score: -21652088.000000 Penalty: 3971.158447
	Iteration 57Q: 3 clusters Score -2.165209e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -21652060.000000 Penalty: 3971.158447
	Iteration 58Q: 3 clusters Score -2.165206e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 201480 members 
Entering Unmasked Estep 
Score: -21652030.000000 Penalty: 3971.158447
	Iteration 59Q: 3 clusters Score -2.165203e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 201539 members 
Entering Unmasked Estep 
Score: -21652000.000000 Penalty: 3971.158447
	Iteration 60F: 3 clusters Score -2.1652e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 201592 members 
Entering Unmasked Estep 
Score: -21651990.000000 Penalty: 3971.158447
	Iteration 61Q: 3 clusters Score -2.165199e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 201640 members 
Entering Unmasked Estep 
Score: -21651936.000000 Penalty: 3971.158447
	Iteration 62Q: 3 clusters Score -2.165194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 201683 members 
Entering Unmasked Estep 
Score: -21651926.000000 Penalty: 3971.158447
	Iteration 63Q: 3 clusters Score -2.165193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 201708 members 
Entering Unmasked Estep 
Score: -21651916.000000 Penalty: 3971.158447
	Iteration 64Q: 3 clusters Score -2.165192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 201729 members 
Entering Unmasked Estep 
Score: -21651920.000000 Penalty: 3971.158447
	Iteration 65Q: 3 clusters Score -2.165192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 201740 members 
Entering Unmasked Estep 
Score: -21651916.000000 Penalty: 3971.158447
	Iteration 66Q: 3 clusters Score -2.165192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 201751 members 
Entering Unmasked Estep 
Score: -21651910.000000 Penalty: 3971.158447
	Iteration 67Q: 3 clusters Score -2.165191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 201760 members 
Entering Unmasked Estep 
Score: -21651916.000000 Penalty: 3971.158447
	Iteration 68Q: 3 clusters Score -2.165192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 201769 members 
Entering Unmasked Estep 
Score: -21651940.000000 Penalty: 3971.158447
	Iteration 69Q: 3 clusters Score -2.165194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 201784 members 
Entering Unmasked Estep 
Score: -21651940.000000 Penalty: 3971.158447
	Iteration 70Q: 3 clusters Score -2.165194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 201795 members 
Entering Unmasked Estep 
Score: -21651938.000000 Penalty: 3971.158447
	Iteration 71Q: 3 clusters Score -2.165194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 201805 members 
Entering Unmasked Estep 
Score: -21651944.000000 Penalty: 3971.158447
	Iteration 72Q: 3 clusters Score -2.165194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 201815 members 
Entering Unmasked Estep 
Score: -21651950.000000 Penalty: 3971.158447
	Iteration 73Q: 3 clusters Score -2.165195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 201823 members 
Entering Unmasked Estep 
Score: -21651924.000000 Penalty: 3971.158447
	Iteration 74Q: 3 clusters Score -2.165192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 201835 members 
Entering Unmasked Estep 
Score: -21651926.000000 Penalty: 3971.158447
	Iteration 75Q: 3 clusters Score -2.165193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 201841 members 
Entering Unmasked Estep 
Score: -21651948.000000 Penalty: 3971.158447
	Iteration 76Q: 3 clusters Score -2.165195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 201848 members 
Entering Unmasked Estep 
Score: -21651948.000000 Penalty: 3971.158447
	Iteration 77Q: 3 clusters Score -2.165195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 201851 members 
Entering Unmasked Estep 
Score: -21651968.000000 Penalty: 3971.158447
	Iteration 78Q: 3 clusters Score -2.165197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 201855 members 
Entering Unmasked Estep 
Score: -21651952.000000 Penalty: 3971.158447
	Iteration 79Q: 3 clusters Score -2.165195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 201860 members 
Entering Unmasked Estep 
Score: -21651952.000000 Penalty: 3971.158447
	Iteration 80F: 3 clusters Score -2.165195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 201864 members 
Entering Unmasked Estep 
Score: -21651958.000000 Penalty: 3971.158447
	Iteration 81Q: 3 clusters Score -2.165196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 201866 members 
Entering Unmasked Estep 
Score: -21651952.000000 Penalty: 3971.158447
	Iteration 82Q: 3 clusters Score -2.165195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 201870 members 
Entering Unmasked Estep 
Score: -21651944.000000 Penalty: 3971.158447
	Iteration 83Q: 3 clusters Score -2.165194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -21651948.000000 Penalty: 3971.158447
	Iteration 84Q: 3 clusters Score -2.165195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 201882 members 
Entering Unmasked Estep 
Score: -21651968.000000 Penalty: 3971.158447
	Iteration 85Q: 3 clusters Score -2.165197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -21651966.000000 Penalty: 3971.158447
	Iteration 86Q: 3 clusters Score -2.165197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 201892 members 
Entering Unmasked Estep 
Score: -21651954.000000 Penalty: 3971.158447
	Iteration 87Q: 3 clusters Score -2.165195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 201893 members 
Entering Unmasked Estep 
Score: -21651954.000000 Penalty: 3971.158447
	Iteration 88Q: 3 clusters Score -2.165195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 201894 members 
Entering Unmasked Estep 
Score: -21651954.000000 Penalty: 3971.158447
	Iteration 89Q: 3 clusters Score -2.165195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 201895 members 
Entering Unmasked Estep 
Score: -21651948.000000 Penalty: 3971.158447
	Iteration 90Q: 3 clusters Score -2.165195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 201896 members 
Entering Unmasked Estep 
Score: -21651948.000000 Penalty: 3971.158447
	Iteration 91Q: 3 clusters Score -2.165195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 201898 members 
Entering Unmasked Estep 
Score: -21651932.000000 Penalty: 3971.158447
	Iteration 92Q: 3 clusters Score -2.165193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 201900 members 
Entering Unmasked Estep 
Score: -21651938.000000 Penalty: 3971.158447
	Iteration 93Q: 3 clusters Score -2.165194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 201900 members 
Entering Unmasked Estep 
Score: -21651938.000000 Penalty: 3971.158447
	Iteration 94F: 3 clusters Score -2.165194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Entering Unmasked Estep 
Score: -2636034.250000 Penalty: 1645.167603
	Iteration 0F: 2 clusters Score -2636034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2619126.000000 Penalty: 3290.335205
	Iteration 0F: 3 clusters Score -2619126 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2625366.750000 Penalty: 3290.335205
	Iteration 1F: 3 clusters Score -2625367 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2625784.500000 Penalty: 3290.335205
	Iteration 2Q: 3 clusters Score -2625784 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2626193.750000 Penalty: 3290.335205
	Iteration 3Q: 3 clusters Score -2626194 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2626668.000000 Penalty: 3290.335205
	Iteration 4Q: 3 clusters Score -2626668 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2627392.250000 Penalty: 3290.335205
	Iteration 5Q: 3 clusters Score -2627392 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2628494.250000 Penalty: 3290.335205
	Iteration 6F: 3 clusters Score -2628494 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2630126.000000 Penalty: 3290.335205
	Iteration 7F: 3 clusters Score -2630126 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2632181.500000 Penalty: 3290.335205
	Iteration 8F: 3 clusters Score -2632182 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2633799.750000 Penalty: 3290.335205
	Iteration 9F: 3 clusters Score -2633800 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2634712.750000 Penalty: 3290.335205
	Iteration 10F: 3 clusters Score -2634713 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2635203.750000 Penalty: 3290.335205
	Iteration 11Q: 3 clusters Score -2635204 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2635470.250000 Penalty: 3290.335205
	Iteration 12Q: 3 clusters Score -2635470 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2635640.750000 Penalty: 3290.335205
	Iteration 13Q: 3 clusters Score -2635641 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2635744.000000 Penalty: 3290.335205
	Iteration 14Q: 3 clusters Score -2635744 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2635814.000000 Penalty: 3290.335205
	Iteration 15Q: 3 clusters Score -2635814 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2635876.000000 Penalty: 3290.335205
	Iteration 16Q: 3 clusters Score -2635876 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2635928.250000 Penalty: 3290.335205
	Iteration 17Q: 3 clusters Score -2635928 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2635968.000000 Penalty: 3290.335205
	Iteration 18Q: 3 clusters Score -2635968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2636016.750000 Penalty: 3290.335205
	Iteration 19Q: 3 clusters Score -2636017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2636061.750000 Penalty: 3290.335205
	Iteration 20F: 3 clusters Score -2636062 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2636115.250000 Penalty: 3290.335205
	Iteration 21Q: 3 clusters Score -2636115 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2636156.750000 Penalty: 3290.335205
	Iteration 22Q: 3 clusters Score -2636157 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2636211.500000 Penalty: 3290.335205
	Iteration 23Q: 3 clusters Score -2636212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2636254.500000 Penalty: 3290.335205
	Iteration 24Q: 3 clusters Score -2636254 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2636303.250000 Penalty: 3290.335205
	Iteration 25Q: 3 clusters Score -2636303 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2636350.250000 Penalty: 3290.335205
	Iteration 26Q: 3 clusters Score -2636350 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2636392.250000 Penalty: 3290.335205
	Iteration 27Q: 3 clusters Score -2636392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2636435.000000 Penalty: 3290.335205
	Iteration 28Q: 3 clusters Score -2636435 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2636464.750000 Penalty: 3290.335205
	Iteration 29Q: 3 clusters Score -2636465 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2636502.750000 Penalty: 3290.335205
	Iteration 30Q: 3 clusters Score -2636503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2636527.750000 Penalty: 3290.335205
	Iteration 31Q: 3 clusters Score -2636528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2636566.250000 Penalty: 3290.335205
	Iteration 32Q: 3 clusters Score -2636566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2636596.500000 Penalty: 3290.335205
	Iteration 33Q: 3 clusters Score -2636596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2636622.000000 Penalty: 3290.335205
	Iteration 34Q: 3 clusters Score -2636622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2636635.500000 Penalty: 3290.335205
	Iteration 35Q: 3 clusters Score -2636636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2636662.750000 Penalty: 3290.335205
	Iteration 36Q: 3 clusters Score -2636663 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2636681.750000 Penalty: 3290.335205
	Iteration 37Q: 3 clusters Score -2636682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2636709.000000 Penalty: 3290.335205
	Iteration 38Q: 3 clusters Score -2636709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2636721.750000 Penalty: 3290.335205
	Iteration 39Q: 3 clusters Score -2636722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2636731.250000 Penalty: 3290.335205
	Iteration 40F: 3 clusters Score -2636731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2636738.500000 Penalty: 3290.335205
	Iteration 41Q: 3 clusters Score -2636738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2636748.250000 Penalty: 3290.335205
	Iteration 42Q: 3 clusters Score -2636748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2636758.250000 Penalty: 3290.335205
	Iteration 43Q: 3 clusters Score -2636758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2636763.250000 Penalty: 3290.335205
	Iteration 44Q: 3 clusters Score -2636763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2636761.750000 Penalty: 3290.335205
	Iteration 45Q: 3 clusters Score -2636762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2636764.750000 Penalty: 3290.335205
	Iteration 46Q: 3 clusters Score -2636765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2636770.500000 Penalty: 3290.335205
	Iteration 47Q: 3 clusters Score -2636770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2636770.000000 Penalty: 3290.335205
	Iteration 48Q: 3 clusters Score -2636770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2636771.500000 Penalty: 3290.335205
	Iteration 49Q: 3 clusters Score -2636772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2636771.750000 Penalty: 3290.335205
	Iteration 50Q: 3 clusters Score -2636772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2636776.250000 Penalty: 3290.335205
	Iteration 51Q: 3 clusters Score -2636776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2636777.000000 Penalty: 3290.335205
	Iteration 52Q: 3 clusters Score -2636777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2636777.000000 Penalty: 3290.335205
	Iteration 53F: 3 clusters Score -2636777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 22804 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 26395 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 223736 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84402696.000000 Penalty: 30947.878906
Splitting cluster 4 changes total score from -84407944.000000 to -84402696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Entering Unmasked Estep 
Score: -6339752.500000 Penalty: 1790.346069
	Iteration 0F: 2 clusters Score -6339752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -6298923.000000 Penalty: 3580.692139
	Iteration 0F: 3 clusters Score -6298923 nChanged 28649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6315318.000000 Penalty: 3580.692139
	Iteration 1F: 3 clusters Score -6315318 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -6315996.000000 Penalty: 3580.692139
	Iteration 2Q: 3 clusters Score -6315996 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -6316961.000000 Penalty: 3580.692139
	Iteration 3Q: 3 clusters Score -6316961 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6318512.000000 Penalty: 3580.692139
	Iteration 4F: 3 clusters Score -6318512 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -6321039.500000 Penalty: 3580.692139
	Iteration 5F: 3 clusters Score -6321040 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6324909.500000 Penalty: 3580.692139
	Iteration 6F: 3 clusters Score -6324910 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -6329441.500000 Penalty: 3580.692139
	Iteration 7F: 3 clusters Score -6329442 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -6333595.000000 Penalty: 3580.692139
	Iteration 8F: 3 clusters Score -6333595 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -6336295.500000 Penalty: 3580.692139
	Iteration 9Q: 3 clusters Score -6336296 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -6337497.000000 Penalty: 3580.692139
	Iteration 10Q: 3 clusters Score -6337497 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -6337974.000000 Penalty: 3580.692139
	Iteration 11Q: 3 clusters Score -6337974 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -6338130.500000 Penalty: 3580.692139
	Iteration 12Q: 3 clusters Score -6338130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -6338205.000000 Penalty: 3580.692139
	Iteration 13Q: 3 clusters Score -6338205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -6338231.500000 Penalty: 3580.692139
	Iteration 14Q: 3 clusters Score -6338232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -6338246.500000 Penalty: 3580.692139
	Iteration 15Q: 3 clusters Score -6338246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -6338267.000000 Penalty: 3580.692139
	Iteration 16Q: 3 clusters Score -6338267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -6338278.000000 Penalty: 3580.692139
	Iteration 17Q: 3 clusters Score -6338278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -6338277.500000 Penalty: 3580.692139
	Iteration 18Q: 3 clusters Score -6338278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -6338282.500000 Penalty: 3580.692139
	Iteration 19Q: 3 clusters Score -6338282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -6338282.500000 Penalty: 3580.692139
	Iteration 20F: 3 clusters Score -6338282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Entering Unmasked Estep 
Score: -2721451.000000 Penalty: 1654.401123
	Iteration 0F: 2 clusters Score -2721451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2703695.750000 Penalty: 3308.802246
	Iteration 0F: 3 clusters Score -2703696 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2710667.750000 Penalty: 3308.802246
	Iteration 1F: 3 clusters Score -2710668 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2711388.750000 Penalty: 3308.802246
	Iteration 2F: 3 clusters Score -2711389 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2712100.250000 Penalty: 3308.802246
	Iteration 3F: 3 clusters Score -2712100 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2712801.500000 Penalty: 3308.802246
	Iteration 4F: 3 clusters Score -2712802 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2713440.500000 Penalty: 3308.802246
	Iteration 5F: 3 clusters Score -2713440 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2714044.000000 Penalty: 3308.802246
	Iteration 6Q: 3 clusters Score -2714044 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2714570.500000 Penalty: 3308.802246
	Iteration 7Q: 3 clusters Score -2714570 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2715026.500000 Penalty: 3308.802246
	Iteration 8Q: 3 clusters Score -2715026 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2715446.250000 Penalty: 3308.802246
	Iteration 9Q: 3 clusters Score -2715446 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2715847.750000 Penalty: 3308.802246
	Iteration 10Q: 3 clusters Score -2715848 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2716180.750000 Penalty: 3308.802246
	Iteration 11Q: 3 clusters Score -2716181 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2716496.000000 Penalty: 3308.802246
	Iteration 12Q: 3 clusters Score -2716496 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2716828.000000 Penalty: 3308.802246
	Iteration 13Q: 3 clusters Score -2716828 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2717249.250000 Penalty: 3308.802246
	Iteration 14Q: 3 clusters Score -2717249 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2717794.750000 Penalty: 3308.802246
	Iteration 15Q: 3 clusters Score -2717795 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2718454.250000 Penalty: 3308.802246
	Iteration 16Q: 3 clusters Score -2718454 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2719303.750000 Penalty: 3308.802246
	Iteration 17Q: 3 clusters Score -2719304 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2720176.250000 Penalty: 3308.802246
	Iteration 18Q: 3 clusters Score -2720176 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2720810.750000 Penalty: 3308.802246
	Iteration 19Q: 3 clusters Score -2720811 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2721147.500000 Penalty: 3308.802246
	Iteration 20F: 3 clusters Score -2721148 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2721366.000000 Penalty: 3308.802246
	Iteration 21Q: 3 clusters Score -2721366 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2721521.000000 Penalty: 3308.802246
	Iteration 22Q: 3 clusters Score -2721521 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2721688.000000 Penalty: 3308.802246
	Iteration 23Q: 3 clusters Score -2721688 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2721852.000000 Penalty: 3308.802246
	Iteration 24Q: 3 clusters Score -2721852 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2721996.500000 Penalty: 3308.802246
	Iteration 25Q: 3 clusters Score -2721996 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2722141.750000 Penalty: 3308.802246
	Iteration 26Q: 3 clusters Score -2722142 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2722338.750000 Penalty: 3308.802246
	Iteration 27Q: 3 clusters Score -2722339 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2722615.500000 Penalty: 3308.802246
	Iteration 28Q: 3 clusters Score -2722616 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2722929.500000 Penalty: 3308.802246
	Iteration 29Q: 3 clusters Score -2722930 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2723267.000000 Penalty: 3308.802246
	Iteration 30Q: 3 clusters Score -2723267 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2723611.750000 Penalty: 3308.802246
	Iteration 31Q: 3 clusters Score -2723612 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2723891.000000 Penalty: 3308.802246
	Iteration 32Q: 3 clusters Score -2723891 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2724134.500000 Penalty: 3308.802246
	Iteration 33Q: 3 clusters Score -2724134 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2724330.750000 Penalty: 3308.802246
	Iteration 34Q: 3 clusters Score -2724331 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2724501.000000 Penalty: 3308.802246
	Iteration 35Q: 3 clusters Score -2724501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2724612.000000 Penalty: 3308.802246
	Iteration 36Q: 3 clusters Score -2724612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2724742.500000 Penalty: 3308.802246
	Iteration 37Q: 3 clusters Score -2724742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2724829.750000 Penalty: 3308.802246
	Iteration 38Q: 3 clusters Score -2724830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2724893.750000 Penalty: 3308.802246
	Iteration 39Q: 3 clusters Score -2724894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2725614.000000 Penalty: 3308.802246
	Iteration 40F: 3 clusters Score -2725614 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2726542.500000 Penalty: 3308.802246
	Iteration 41Q: 3 clusters Score -2726542 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2727092.250000 Penalty: 3308.802246
	Iteration 42Q: 3 clusters Score -2727092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2727378.250000 Penalty: 3308.802246
	Iteration 43Q: 3 clusters Score -2727378 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2727497.750000 Penalty: 3308.802246
	Iteration 44Q: 3 clusters Score -2727498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2727577.250000 Penalty: 3308.802246
	Iteration 45Q: 3 clusters Score -2727577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2727611.250000 Penalty: 3308.802246
	Iteration 46Q: 3 clusters Score -2727611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2727615.250000 Penalty: 3308.802246
	Iteration 47Q: 3 clusters Score -2727615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2727627.250000 Penalty: 3308.802246
	Iteration 48Q: 3 clusters Score -2727627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2727631.500000 Penalty: 3308.802246
	Iteration 49Q: 3 clusters Score -2727632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2727633.750000 Penalty: 3308.802246
	Iteration 50Q: 3 clusters Score -2727634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2727635.000000 Penalty: 3308.802246
	Iteration 51Q: 3 clusters Score -2727635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2727635.250000 Penalty: 3308.802246
	Iteration 52Q: 3 clusters Score -2727635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2727634.750000 Penalty: 3308.802246
	Iteration 53Q: 3 clusters Score -2727635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2727633.000000 Penalty: 3308.802246
	Iteration 54Q: 3 clusters Score -2727633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2727633.000000 Penalty: 3308.802246
	Iteration 55F: 3 clusters Score -2727633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 223736 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84408088.000000 Penalty: 30947.878906
Splitting cluster 6 changes total score from -84407944.000000 to -84408088.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -17757.115234 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -17757.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17094.718750 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -17094.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17404.689453 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -17404.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17632.818359 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -17632.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17805.244141 Penalty: 1743.942139
	Iteration 3F: 3 clusters Score -17805.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17858.238281 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -17858.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17872.238281 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -17872.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17877.199219 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -17877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17877.199219 Penalty: 1743.942139
	Iteration 7F: 3 clusters Score -17877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 97 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 223736 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84406880.000000 Penalty: 33158.441406
Splitting cluster 7 changes total score from -84407944.000000 to -84406880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (54987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Entering Unmasked Estep 
Score: -5969078.000000 Penalty: 1773.663452
	Iteration 0F: 2 clusters Score -5969078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5932294.500000 Penalty: 3547.326904
	Iteration 0F: 3 clusters Score -5932294 nChanged 25911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5947077.500000 Penalty: 3547.326904
	Iteration 1F: 3 clusters Score -5947078 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5947672.000000 Penalty: 3547.326904
	Iteration 2Q: 3 clusters Score -5947672 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -5948468.500000 Penalty: 3547.326904
	Iteration 3Q: 3 clusters Score -5948468 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5949778.500000 Penalty: 3547.326904
	Iteration 4Q: 3 clusters Score -5949778 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5951900.000000 Penalty: 3547.326904
	Iteration 5F: 3 clusters Score -5951900 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5955192.000000 Penalty: 3547.326904
	Iteration 6F: 3 clusters Score -5955192 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5959303.000000 Penalty: 3547.326904
	Iteration 7F: 3 clusters Score -5959303 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -5963046.500000 Penalty: 3547.326904
	Iteration 8F: 3 clusters Score -5963046 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5965432.000000 Penalty: 3547.326904
	Iteration 9Q: 3 clusters Score -5965432 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -5966609.000000 Penalty: 3547.326904
	Iteration 10Q: 3 clusters Score -5966609 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -5967083.000000 Penalty: 3547.326904
	Iteration 11Q: 3 clusters Score -5967083 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -5967289.500000 Penalty: 3547.326904
	Iteration 12Q: 3 clusters Score -5967290 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -5967407.000000 Penalty: 3547.326904
	Iteration 13Q: 3 clusters Score -5967407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -5967506.500000 Penalty: 3547.326904
	Iteration 14Q: 3 clusters Score -5967506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -5967553.000000 Penalty: 3547.326904
	Iteration 15Q: 3 clusters Score -5967553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -5967574.000000 Penalty: 3547.326904
	Iteration 16Q: 3 clusters Score -5967574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -5967590.000000 Penalty: 3547.326904
	Iteration 17Q: 3 clusters Score -5967590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -5967614.500000 Penalty: 3547.326904
	Iteration 18Q: 3 clusters Score -5967614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -5967622.500000 Penalty: 3547.326904
	Iteration 19Q: 3 clusters Score -5967622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -5967627.500000 Penalty: 3547.326904
	Iteration 20F: 3 clusters Score -5967628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -5967635.500000 Penalty: 3547.326904
	Iteration 21Q: 3 clusters Score -5967636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -5967640.000000 Penalty: 3547.326904
	Iteration 22Q: 3 clusters Score -5967640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -5967649.500000 Penalty: 3547.326904
	Iteration 23Q: 3 clusters Score -5967650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -5967657.500000 Penalty: 3547.326904
	Iteration 24Q: 3 clusters Score -5967658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -5967672.000000 Penalty: 3547.326904
	Iteration 25Q: 3 clusters Score -5967672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -5967675.000000 Penalty: 3547.326904
	Iteration 26Q: 3 clusters Score -5967675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -5967676.000000 Penalty: 3547.326904
	Iteration 27Q: 3 clusters Score -5967676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5967682.000000 Penalty: 3547.326904
	Iteration 28Q: 3 clusters Score -5967682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -5967680.500000 Penalty: 3547.326904
	Iteration 29Q: 3 clusters Score -5967680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -5967682.500000 Penalty: 3547.326904
	Iteration 30Q: 3 clusters Score -5967682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -5967682.500000 Penalty: 3547.326904
	Iteration 31F: 3 clusters Score -5967682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -281164.031250 Penalty: 1288.424561
	Iteration 0F: 2 clusters Score -281164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -278596.812500 Penalty: 2576.849121
	Iteration 0F: 3 clusters Score -278596.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -279218.125000 Penalty: 2576.849121
	Iteration 1F: 3 clusters Score -279218.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -279379.656250 Penalty: 2576.849121
	Iteration 2F: 3 clusters Score -279379.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -279506.187500 Penalty: 2576.849121
	Iteration 3F: 3 clusters Score -279506.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -279598.875000 Penalty: 2576.849121
	Iteration 4Q: 3 clusters Score -279598.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279669.750000 Penalty: 2576.849121
	Iteration 5Q: 3 clusters Score -279669.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -279726.125000 Penalty: 2576.849121
	Iteration 6Q: 3 clusters Score -279726.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -279767.312500 Penalty: 2576.849121
	Iteration 7Q: 3 clusters Score -279767.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -279804.562500 Penalty: 2576.849121
	Iteration 8Q: 3 clusters Score -279804.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -279838.125000 Penalty: 2576.849121
	Iteration 9Q: 3 clusters Score -279838.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -279863.656250 Penalty: 2576.849121
	Iteration 10Q: 3 clusters Score -279863.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -279883.593750 Penalty: 2576.849121
	Iteration 11Q: 3 clusters Score -279883.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -279904.843750 Penalty: 2576.849121
	Iteration 12Q: 3 clusters Score -279904.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -279924.843750 Penalty: 2576.849121
	Iteration 13Q: 3 clusters Score -279924.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -279941.687500 Penalty: 2576.849121
	Iteration 14Q: 3 clusters Score -279941.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -279963.406250 Penalty: 2576.849121
	Iteration 15Q: 3 clusters Score -279963.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -279992.656250 Penalty: 2576.849121
	Iteration 16Q: 3 clusters Score -279992.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -280038.250000 Penalty: 2576.849121
	Iteration 17Q: 3 clusters Score -280038.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -280080.281250 Penalty: 2576.849121
	Iteration 18Q: 3 clusters Score -280080.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -280123.718750 Penalty: 2576.849121
	Iteration 19Q: 3 clusters Score -280123.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -280182.843750 Penalty: 2576.849121
	Iteration 20F: 3 clusters Score -280182.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -280241.375000 Penalty: 2576.849121
	Iteration 21Q: 3 clusters Score -280241.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -280281.562500 Penalty: 2576.849121
	Iteration 22Q: 3 clusters Score -280281.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -280311.250000 Penalty: 2576.849121
	Iteration 23Q: 3 clusters Score -280311.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -280334.093750 Penalty: 2576.849121
	Iteration 24Q: 3 clusters Score -280334.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -280356.562500 Penalty: 2576.849121
	Iteration 25Q: 3 clusters Score -280356.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -280376.125000 Penalty: 2576.849121
	Iteration 26Q: 3 clusters Score -280376.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -280388.281250 Penalty: 2576.849121
	Iteration 27Q: 3 clusters Score -280388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -280394.906250 Penalty: 2576.849121
	Iteration 28Q: 3 clusters Score -280394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -280400.500000 Penalty: 2576.849121
	Iteration 29Q: 3 clusters Score -280400.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -280405.343750 Penalty: 2576.849121
	Iteration 30Q: 3 clusters Score -280405.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -280407.437500 Penalty: 2576.849121
	Iteration 31Q: 3 clusters Score -280407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -280410.562500 Penalty: 2576.849121
	Iteration 32Q: 3 clusters Score -280410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -280411.531250 Penalty: 2576.849121
	Iteration 33Q: 3 clusters Score -280411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -280412.687500 Penalty: 2576.849121
	Iteration 34Q: 3 clusters Score -280412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -280413.093750 Penalty: 2576.849121
	Iteration 35Q: 3 clusters Score -280413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -280414.343750 Penalty: 2576.849121
	Iteration 36Q: 3 clusters Score -280414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -280415.437500 Penalty: 2576.849121
	Iteration 37Q: 3 clusters Score -280415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -280415.968750 Penalty: 2576.849121
	Iteration 38Q: 3 clusters Score -280416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -280416.000000 Penalty: 2576.849121
	Iteration 39Q: 3 clusters Score -280416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -280416.562500 Penalty: 2576.849121
	Iteration 40F: 3 clusters Score -280416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (223736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223736 members 
Entering Unmasked Estep 
Score: -23746328.000000 Penalty: 2001.711060
	Iteration 0F: 2 clusters Score -2.374633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111708 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -23612992.000000 Penalty: 4003.422119
	Iteration 0F: 3 clusters Score -2.361299e+07 nChanged 108369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -23677380.000000 Penalty: 4003.422119
	Iteration 1F: 3 clusters Score -2.367738e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -23679638.000000 Penalty: 4003.422119
	Iteration 2Q: 3 clusters Score -2.367964e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -23682814.000000 Penalty: 4003.422119
	Iteration 3Q: 3 clusters Score -2.368281e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 128578 members 
Entering Unmasked Estep 
Score: -23687522.000000 Penalty: 4003.422119
	Iteration 4Q: 3 clusters Score -2.368752e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 136680 members 
Entering Unmasked Estep 
Score: -23695442.000000 Penalty: 4003.422119
	Iteration 5F: 3 clusters Score -2.369544e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -23705510.000000 Penalty: 4003.422119
	Iteration 6F: 3 clusters Score -2.370551e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -23716482.000000 Penalty: 4003.422119
	Iteration 7F: 3 clusters Score -2.371648e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -23725274.000000 Penalty: 4003.422119
	Iteration 8F: 3 clusters Score -2.372527e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -23731108.000000 Penalty: 4003.422119
	Iteration 9Q: 3 clusters Score -2.373111e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -23734284.000000 Penalty: 4003.422119
	Iteration 10Q: 3 clusters Score -2.373428e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -23735642.000000 Penalty: 4003.422119
	Iteration 11Q: 3 clusters Score -2.373564e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -23736512.000000 Penalty: 4003.422119
	Iteration 12Q: 3 clusters Score -2.373651e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -23736828.000000 Penalty: 4003.422119
	Iteration 13Q: 3 clusters Score -2.373683e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 177204 members 
Entering Unmasked Estep 
Score: -23736998.000000 Penalty: 4003.422119
	Iteration 14Q: 3 clusters Score -2.3737e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -23737066.000000 Penalty: 4003.422119
	Iteration 15Q: 3 clusters Score -2.373707e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -23737238.000000 Penalty: 4003.422119
	Iteration 16Q: 3 clusters Score -2.373724e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 178723 members 
Entering Unmasked Estep 
Score: -23737300.000000 Penalty: 4003.422119
	Iteration 17Q: 3 clusters Score -2.37373e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -23737332.000000 Penalty: 4003.422119
	Iteration 18Q: 3 clusters Score -2.373733e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -23737432.000000 Penalty: 4003.422119
	Iteration 19Q: 3 clusters Score -2.373743e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 179987 members 
Entering Unmasked Estep 
Score: -23737550.000000 Penalty: 4003.422119
	Iteration 20F: 3 clusters Score -2.373755e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -23737640.000000 Penalty: 4003.422119
	Iteration 21Q: 3 clusters Score -2.373764e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 180723 members 
Entering Unmasked Estep 
Score: -23737784.000000 Penalty: 4003.422119
	Iteration 22Q: 3 clusters Score -2.373778e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 181105 members 
Entering Unmasked Estep 
Score: -23737804.000000 Penalty: 4003.422119
	Iteration 23Q: 3 clusters Score -2.37378e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 181497 members 
Entering Unmasked Estep 
Score: -23737808.000000 Penalty: 4003.422119
	Iteration 24Q: 3 clusters Score -2.373781e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 181897 members 
Entering Unmasked Estep 
Score: -23737828.000000 Penalty: 4003.422119
	Iteration 25Q: 3 clusters Score -2.373783e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 182310 members 
Entering Unmasked Estep 
Score: -23738002.000000 Penalty: 4003.422119
	Iteration 26Q: 3 clusters Score -2.3738e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 182668 members 
Entering Unmasked Estep 
Score: -23738072.000000 Penalty: 4003.422119
	Iteration 27Q: 3 clusters Score -2.373807e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 183059 members 
Entering Unmasked Estep 
Score: -23738122.000000 Penalty: 4003.422119
	Iteration 28Q: 3 clusters Score -2.373812e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -23738238.000000 Penalty: 4003.422119
	Iteration 29Q: 3 clusters Score -2.373824e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 183770 members 
Entering Unmasked Estep 
Score: -23738248.000000 Penalty: 4003.422119
	Iteration 30Q: 3 clusters Score -2.373825e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -23738232.000000 Penalty: 4003.422119
	Iteration 31Q: 3 clusters Score -2.373823e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -23738274.000000 Penalty: 4003.422119
	Iteration 32Q: 3 clusters Score -2.373827e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -23738344.000000 Penalty: 4003.422119
	Iteration 33Q: 3 clusters Score -2.373834e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 184837 members 
Entering Unmasked Estep 
Score: -23738392.000000 Penalty: 4003.422119
	Iteration 34Q: 3 clusters Score -2.373839e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -23738358.000000 Penalty: 4003.422119
	Iteration 35Q: 3 clusters Score -2.373836e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 185258 members 
Entering Unmasked Estep 
Score: -23738372.000000 Penalty: 4003.422119
	Iteration 36Q: 3 clusters Score -2.373837e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 185494 members 
Entering Unmasked Estep 
Score: -23738352.000000 Penalty: 4003.422119
	Iteration 37Q: 3 clusters Score -2.373835e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 185698 members 
Entering Unmasked Estep 
Score: -23738400.000000 Penalty: 4003.422119
	Iteration 38Q: 3 clusters Score -2.37384e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -23738384.000000 Penalty: 4003.422119
	Iteration 39Q: 3 clusters Score -2.373838e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 186048 members 
Entering Unmasked Estep 
Score: -23738398.000000 Penalty: 4003.422119
	Iteration 40F: 3 clusters Score -2.37384e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 186195 members 
Entering Unmasked Estep 
Score: -23738344.000000 Penalty: 4003.422119
	Iteration 41Q: 3 clusters Score -2.373834e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -23738252.000000 Penalty: 4003.422119
	Iteration 42Q: 3 clusters Score -2.373825e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 186444 members 
Entering Unmasked Estep 
Score: -23738336.000000 Penalty: 4003.422119
	Iteration 43Q: 3 clusters Score -2.373834e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -23738344.000000 Penalty: 4003.422119
	Iteration 44Q: 3 clusters Score -2.373834e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -23738402.000000 Penalty: 4003.422119
	Iteration 45Q: 3 clusters Score -2.37384e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -23738362.000000 Penalty: 4003.422119
	Iteration 46Q: 3 clusters Score -2.373836e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 186922 members 
Entering Unmasked Estep 
Score: -23738412.000000 Penalty: 4003.422119
	Iteration 47Q: 3 clusters Score -2.373841e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 187055 members 
Entering Unmasked Estep 
Score: -23738426.000000 Penalty: 4003.422119
	Iteration 48Q: 3 clusters Score -2.373843e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 187225 members 
Entering Unmasked Estep 
Score: -23738404.000000 Penalty: 4003.422119
	Iteration 49Q: 3 clusters Score -2.37384e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 187406 members 
Entering Unmasked Estep 
Score: -23738474.000000 Penalty: 4003.422119
	Iteration 50Q: 3 clusters Score -2.373847e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 187591 members 
Entering Unmasked Estep 
Score: -23738556.000000 Penalty: 4003.422119
	Iteration 51Q: 3 clusters Score -2.373856e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 187806 members 
Entering Unmasked Estep 
Score: -23738572.000000 Penalty: 4003.422119
	Iteration 52Q: 3 clusters Score -2.373857e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -23738694.000000 Penalty: 4003.422119
	Iteration 53Q: 3 clusters Score -2.373869e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 188219 members 
Entering Unmasked Estep 
Score: -23738662.000000 Penalty: 4003.422119
	Iteration 54Q: 3 clusters Score -2.373866e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 188379 members 
Entering Unmasked Estep 
Score: -23738716.000000 Penalty: 4003.422119
	Iteration 55Q: 3 clusters Score -2.373872e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -23738686.000000 Penalty: 4003.422119
	Iteration 56Q: 3 clusters Score -2.373869e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 188718 members 
Entering Unmasked Estep 
Score: -23738760.000000 Penalty: 4003.422119
	Iteration 57Q: 3 clusters Score -2.373876e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 188871 members 
Entering Unmasked Estep 
Score: -23738810.000000 Penalty: 4003.422119
	Iteration 58Q: 3 clusters Score -2.373881e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 189011 members 
Entering Unmasked Estep 
Score: -23738838.000000 Penalty: 4003.422119
	Iteration 59Q: 3 clusters Score -2.373884e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 189157 members 
Entering Unmasked Estep 
Score: -23738920.000000 Penalty: 4003.422119
	Iteration 60F: 3 clusters Score -2.373892e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 189316 members 
Entering Unmasked Estep 
Score: -23738914.000000 Penalty: 4003.422119
	Iteration 61Q: 3 clusters Score -2.373891e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 189469 members 
Entering Unmasked Estep 
Score: -23738932.000000 Penalty: 4003.422119
	Iteration 62Q: 3 clusters Score -2.373893e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 189611 members 
Entering Unmasked Estep 
Score: -23738970.000000 Penalty: 4003.422119
	Iteration 63Q: 3 clusters Score -2.373897e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 189772 members 
Entering Unmasked Estep 
Score: -23738918.000000 Penalty: 4003.422119
	Iteration 64Q: 3 clusters Score -2.373892e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 189936 members 
Entering Unmasked Estep 
Score: -23738968.000000 Penalty: 4003.422119
	Iteration 65Q: 3 clusters Score -2.373897e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 190112 members 
Entering Unmasked Estep 
Score: -23739018.000000 Penalty: 4003.422119
	Iteration 66Q: 3 clusters Score -2.373902e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -23739034.000000 Penalty: 4003.422119
	Iteration 67Q: 3 clusters Score -2.373903e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
Score: -23739054.000000 Penalty: 4003.422119
	Iteration 68Q: 3 clusters Score -2.373905e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 190680 members 
Entering Unmasked Estep 
Score: -23739042.000000 Penalty: 4003.422119
	Iteration 69Q: 3 clusters Score -2.373904e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 190885 members 
Entering Unmasked Estep 
Score: -23739080.000000 Penalty: 4003.422119
	Iteration 70Q: 3 clusters Score -2.373908e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -23739134.000000 Penalty: 4003.422119
	Iteration 71Q: 3 clusters Score -2.373913e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 191261 members 
Entering Unmasked Estep 
Score: -23739134.000000 Penalty: 4003.422119
	Iteration 72Q: 3 clusters Score -2.373913e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 191464 members 
Entering Unmasked Estep 
Score: -23739158.000000 Penalty: 4003.422119
	Iteration 73Q: 3 clusters Score -2.373916e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 191681 members 
Entering Unmasked Estep 
Score: -23739226.000000 Penalty: 4003.422119
	Iteration 74Q: 3 clusters Score -2.373923e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 191906 members 
Entering Unmasked Estep 
Score: -23739256.000000 Penalty: 4003.422119
	Iteration 75Q: 3 clusters Score -2.373926e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 192115 members 
Entering Unmasked Estep 
Score: -23739282.000000 Penalty: 4003.422119
	Iteration 76Q: 3 clusters Score -2.373928e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 192330 members 
Entering Unmasked Estep 
Score: -23739328.000000 Penalty: 4003.422119
	Iteration 77Q: 3 clusters Score -2.373933e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 192529 members 
Entering Unmasked Estep 
Score: -23739350.000000 Penalty: 4003.422119
	Iteration 78Q: 3 clusters Score -2.373935e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -23739396.000000 Penalty: 4003.422119
	Iteration 79Q: 3 clusters Score -2.37394e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 192960 members 
Entering Unmasked Estep 
Score: -23739458.000000 Penalty: 4003.422119
	Iteration 80F: 3 clusters Score -2.373946e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 193157 members 
Entering Unmasked Estep 
Score: -23739486.000000 Penalty: 4003.422119
	Iteration 81Q: 3 clusters Score -2.373949e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 193354 members 
Entering Unmasked Estep 
Score: -23739504.000000 Penalty: 4003.422119
	Iteration 82Q: 3 clusters Score -2.37395e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
Score: -23739612.000000 Penalty: 4003.422119
	Iteration 83Q: 3 clusters Score -2.373961e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 193791 members 
Entering Unmasked Estep 
Score: -23739662.000000 Penalty: 4003.422119
	Iteration 84Q: 3 clusters Score -2.373966e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 194037 members 
Entering Unmasked Estep 
Score: -23739758.000000 Penalty: 4003.422119
	Iteration 85Q: 3 clusters Score -2.373976e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -23739818.000000 Penalty: 4003.422119
	Iteration 86Q: 3 clusters Score -2.373982e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 194556 members 
Entering Unmasked Estep 
Score: -23739838.000000 Penalty: 4003.422119
	Iteration 87Q: 3 clusters Score -2.373984e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 194858 members 
Entering Unmasked Estep 
Score: -23739960.000000 Penalty: 4003.422119
	Iteration 88Q: 3 clusters Score -2.373996e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 195161 members 
Entering Unmasked Estep 
Score: -23739990.000000 Penalty: 4003.422119
	Iteration 89Q: 3 clusters Score -2.373999e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 195475 members 
Entering Unmasked Estep 
Score: -23740076.000000 Penalty: 4003.422119
	Iteration 90Q: 3 clusters Score -2.374008e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 195774 members 
Entering Unmasked Estep 
Score: -23740122.000000 Penalty: 4003.422119
	Iteration 91Q: 3 clusters Score -2.374012e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -23740098.000000 Penalty: 4003.422119
	Iteration 92Q: 3 clusters Score -2.37401e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 196420 members 
Entering Unmasked Estep 
Score: -23740192.000000 Penalty: 4003.422119
	Iteration 93Q: 3 clusters Score -2.374019e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 196731 members 
Entering Unmasked Estep 
Score: -23740124.000000 Penalty: 4003.422119
	Iteration 94Q: 3 clusters Score -2.374012e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 197052 members 
Entering Unmasked Estep 
Score: -23740258.000000 Penalty: 4003.422119
	Iteration 95Q: 3 clusters Score -2.374026e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 197353 members 
Entering Unmasked Estep 
Score: -23740338.000000 Penalty: 4003.422119
	Iteration 96Q: 3 clusters Score -2.374034e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 197647 members 
Entering Unmasked Estep 
Score: -23740482.000000 Penalty: 4003.422119
	Iteration 97Q: 3 clusters Score -2.374048e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -23740576.000000 Penalty: 4003.422119
	Iteration 98Q: 3 clusters Score -2.374058e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 198261 members 
Entering Unmasked Estep 
Score: -23740632.000000 Penalty: 4003.422119
	Iteration 99Q: 3 clusters Score -2.374063e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 198575 members 
Entering Unmasked Estep 
Score: -23740758.000000 Penalty: 4003.422119
	Iteration 100F: 3 clusters Score -2.374076e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 198911 members 
Entering Unmasked Estep 
Score: -23740898.000000 Penalty: 4003.422119
	Iteration 101Q: 3 clusters Score -2.37409e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 199265 members 
Entering Unmasked Estep 
Score: -23740972.000000 Penalty: 4003.422119
	Iteration 102Q: 3 clusters Score -2.374097e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 199623 members 
Entering Unmasked Estep 
Score: -23741010.000000 Penalty: 4003.422119
	Iteration 103Q: 3 clusters Score -2.374101e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 199967 members 
Entering Unmasked Estep 
Score: -23741060.000000 Penalty: 4003.422119
	Iteration 104Q: 3 clusters Score -2.374106e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 200331 members 
Entering Unmasked Estep 
Score: -23741138.000000 Penalty: 4003.422119
	Iteration 105Q: 3 clusters Score -2.374114e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 200700 members 
Entering Unmasked Estep 
Score: -23741214.000000 Penalty: 4003.422119
	Iteration 106Q: 3 clusters Score -2.374121e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 201038 members 
Entering Unmasked Estep 
Score: -23741346.000000 Penalty: 4003.422119
	Iteration 107Q: 3 clusters Score -2.374135e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 201368 members 
Entering Unmasked Estep 
Score: -23741474.000000 Penalty: 4003.422119
	Iteration 108Q: 3 clusters Score -2.374147e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 201719 members 
Entering Unmasked Estep 
Score: -23741568.000000 Penalty: 4003.422119
	Iteration 109Q: 3 clusters Score -2.374157e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 202128 members 
Entering Unmasked Estep 
Score: -23741732.000000 Penalty: 4003.422119
	Iteration 110Q: 3 clusters Score -2.374173e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 202543 members 
Entering Unmasked Estep 
Score: -23741902.000000 Penalty: 4003.422119
	Iteration 111Q: 3 clusters Score -2.37419e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 202976 members 
Entering Unmasked Estep 
Score: -23742044.000000 Penalty: 4003.422119
	Iteration 112Q: 3 clusters Score -2.374204e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -23742086.000000 Penalty: 4003.422119
	Iteration 113Q: 3 clusters Score -2.374209e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 203865 members 
Entering Unmasked Estep 
Score: -23742236.000000 Penalty: 4003.422119
	Iteration 114Q: 3 clusters Score -2.374224e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 204298 members 
Entering Unmasked Estep 
Score: -23742394.000000 Penalty: 4003.422119
	Iteration 115Q: 3 clusters Score -2.374239e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 204737 members 
Entering Unmasked Estep 
Score: -23742610.000000 Penalty: 4003.422119
	Iteration 116Q: 3 clusters Score -2.374261e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 205137 members 
Entering Unmasked Estep 
Score: -23742720.000000 Penalty: 4003.422119
	Iteration 117Q: 3 clusters Score -2.374272e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -23742898.000000 Penalty: 4003.422119
	Iteration 118Q: 3 clusters Score -2.37429e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 205955 members 
Entering Unmasked Estep 
Score: -23743028.000000 Penalty: 4003.422119
	Iteration 119Q: 3 clusters Score -2.374303e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 206377 members 
Entering Unmasked Estep 
Score: -23743176.000000 Penalty: 4003.422119
	Iteration 120F: 3 clusters Score -2.374318e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 206782 members 
Entering Unmasked Estep 
Score: -23743304.000000 Penalty: 4003.422119
	Iteration 121Q: 3 clusters Score -2.37433e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 207203 members 
Entering Unmasked Estep 
Score: -23743452.000000 Penalty: 4003.422119
	Iteration 122Q: 3 clusters Score -2.374345e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 207606 members 
Entering Unmasked Estep 
Score: -23743582.000000 Penalty: 4003.422119
	Iteration 123Q: 3 clusters Score -2.374358e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 208000 members 
Entering Unmasked Estep 
Score: -23743712.000000 Penalty: 4003.422119
	Iteration 124Q: 3 clusters Score -2.374371e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 208392 members 
Entering Unmasked Estep 
Score: -23743874.000000 Penalty: 4003.422119
	Iteration 125Q: 3 clusters Score -2.374387e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 208800 members 
Entering Unmasked Estep 
Score: -23744006.000000 Penalty: 4003.422119
	Iteration 126Q: 3 clusters Score -2.374401e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 209171 members 
Entering Unmasked Estep 
Score: -23744224.000000 Penalty: 4003.422119
	Iteration 127Q: 3 clusters Score -2.374422e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 209555 members 
Entering Unmasked Estep 
Score: -23744420.000000 Penalty: 4003.422119
	Iteration 128Q: 3 clusters Score -2.374442e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 209934 members 
Entering Unmasked Estep 
Score: -23744618.000000 Penalty: 4003.422119
	Iteration 129Q: 3 clusters Score -2.374462e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 210312 members 
Entering Unmasked Estep 
Score: -23744748.000000 Penalty: 4003.422119
	Iteration 130Q: 3 clusters Score -2.374475e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 210700 members 
Entering Unmasked Estep 
Score: -23744882.000000 Penalty: 4003.422119
	Iteration 131Q: 3 clusters Score -2.374488e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 211064 members 
Entering Unmasked Estep 
Score: -23744992.000000 Penalty: 4003.422119
	Iteration 132Q: 3 clusters Score -2.374499e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 211427 members 
Entering Unmasked Estep 
Score: -23745140.000000 Penalty: 4003.422119
	Iteration 133Q: 3 clusters Score -2.374514e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 211728 members 
Entering Unmasked Estep 
Score: -23745172.000000 Penalty: 4003.422119
	Iteration 134Q: 3 clusters Score -2.374517e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 212022 members 
Entering Unmasked Estep 
Score: -23745306.000000 Penalty: 4003.422119
	Iteration 135Q: 3 clusters Score -2.374531e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 212354 members 
Entering Unmasked Estep 
Score: -23745524.000000 Penalty: 4003.422119
	Iteration 136Q: 3 clusters Score -2.374552e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 212671 members 
Entering Unmasked Estep 
Score: -23745672.000000 Penalty: 4003.422119
	Iteration 137Q: 3 clusters Score -2.374567e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 212951 members 
Entering Unmasked Estep 
Score: -23745814.000000 Penalty: 4003.422119
	Iteration 138Q: 3 clusters Score -2.374581e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -23746046.000000 Penalty: 4003.422119
	Iteration 139Q: 3 clusters Score -2.374605e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 213428 members 
Entering Unmasked Estep 
Score: -23746338.000000 Penalty: 4003.422119
	Iteration 140F: 3 clusters Score -2.374634e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 213630 members 
Entering Unmasked Estep 
Score: -23746478.000000 Penalty: 4003.422119
	Iteration 141Q: 3 clusters Score -2.374648e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 213797 members 
Entering Unmasked Estep 
Score: -23746612.000000 Penalty: 4003.422119
	Iteration 142Q: 3 clusters Score -2.374661e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 213947 members 
Entering Unmasked Estep 
Score: -23746794.000000 Penalty: 4003.422119
	Iteration 143Q: 3 clusters Score -2.374679e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 214098 members 
Entering Unmasked Estep 
Score: -23746874.000000 Penalty: 4003.422119
	Iteration 144Q: 3 clusters Score -2.374687e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 214248 members 
Entering Unmasked Estep 
Score: -23746908.000000 Penalty: 4003.422119
	Iteration 145Q: 3 clusters Score -2.374691e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 214394 members 
Entering Unmasked Estep 
Score: -23747018.000000 Penalty: 4003.422119
	Iteration 146Q: 3 clusters Score -2.374702e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 214504 members 
Entering Unmasked Estep 
Score: -23747072.000000 Penalty: 4003.422119
	Iteration 147Q: 3 clusters Score -2.374707e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 214578 members 
Entering Unmasked Estep 
Score: -23747162.000000 Penalty: 4003.422119
	Iteration 148Q: 3 clusters Score -2.374716e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 214615 members 
Entering Unmasked Estep 
Score: -23747222.000000 Penalty: 4003.422119
	Iteration 149Q: 3 clusters Score -2.374722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 214650 members 
Entering Unmasked Estep 
Score: -23747302.000000 Penalty: 4003.422119
	Iteration 150Q: 3 clusters Score -2.37473e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 214677 members 
Entering Unmasked Estep 
Score: -23747304.000000 Penalty: 4003.422119
	Iteration 151Q: 3 clusters Score -2.37473e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -23747288.000000 Penalty: 4003.422119
	Iteration 152Q: 3 clusters Score -2.374729e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 214716 members 
Entering Unmasked Estep 
Score: -23747356.000000 Penalty: 4003.422119
	Iteration 153Q: 3 clusters Score -2.374736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 214750 members 
Entering Unmasked Estep 
Score: -23747390.000000 Penalty: 4003.422119
	Iteration 154Q: 3 clusters Score -2.374739e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 214767 members 
Entering Unmasked Estep 
Score: -23747414.000000 Penalty: 4003.422119
	Iteration 155Q: 3 clusters Score -2.374741e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -23747440.000000 Penalty: 4003.422119
	Iteration 156Q: 3 clusters Score -2.374744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 214781 members 
Entering Unmasked Estep 
Score: -23747492.000000 Penalty: 4003.422119
	Iteration 157Q: 3 clusters Score -2.374749e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -23747516.000000 Penalty: 4003.422119
	Iteration 158Q: 3 clusters Score -2.374752e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 214826 members 
Entering Unmasked Estep 
Score: -23747542.000000 Penalty: 4003.422119
	Iteration 159Q: 3 clusters Score -2.374754e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 214850 members 
Entering Unmasked Estep 
Score: -23747552.000000 Penalty: 4003.422119
	Iteration 160F: 3 clusters Score -2.374755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 214865 members 
Entering Unmasked Estep 
Score: -23747568.000000 Penalty: 4003.422119
	Iteration 161Q: 3 clusters Score -2.374757e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 214876 members 
Entering Unmasked Estep 
Score: -23747588.000000 Penalty: 4003.422119
	Iteration 162Q: 3 clusters Score -2.374759e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -23747596.000000 Penalty: 4003.422119
	Iteration 163Q: 3 clusters Score -2.37476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 214902 members 
Entering Unmasked Estep 
Score: -23747608.000000 Penalty: 4003.422119
	Iteration 164Q: 3 clusters Score -2.374761e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 214905 members 
Entering Unmasked Estep 
Score: -23747598.000000 Penalty: 4003.422119
	Iteration 165Q: 3 clusters Score -2.37476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -23747594.000000 Penalty: 4003.422119
	Iteration 166Q: 3 clusters Score -2.374759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -23747626.000000 Penalty: 4003.422119
	Iteration 167Q: 3 clusters Score -2.374763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -23747628.000000 Penalty: 4003.422119
	Iteration 168Q: 3 clusters Score -2.374763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 214911 members 
Entering Unmasked Estep 
Score: -23747652.000000 Penalty: 4003.422119
	Iteration 169Q: 3 clusters Score -2.374765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 214904 members 
Entering Unmasked Estep 
Score: -23747654.000000 Penalty: 4003.422119
	Iteration 170Q: 3 clusters Score -2.374765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 214902 members 
Entering Unmasked Estep 
Score: -23747670.000000 Penalty: 4003.422119
	Iteration 171Q: 3 clusters Score -2.374767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 214897 members 
Entering Unmasked Estep 
Score: -23747676.000000 Penalty: 4003.422119
	Iteration 172Q: 3 clusters Score -2.374768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 214895 members 
Entering Unmasked Estep 
Score: -23747662.000000 Penalty: 4003.422119
	Iteration 173Q: 3 clusters Score -2.374766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 214899 members 
Entering Unmasked Estep 
Score: -23747694.000000 Penalty: 4003.422119
	Iteration 174Q: 3 clusters Score -2.374769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 214900 members 
Entering Unmasked Estep 
Score: -23747678.000000 Penalty: 4003.422119
	Iteration 175Q: 3 clusters Score -2.374768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -23747692.000000 Penalty: 4003.422119
	Iteration 176Q: 3 clusters Score -2.374769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -23747686.000000 Penalty: 4003.422119
	Iteration 177Q: 3 clusters Score -2.374769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 214892 members 
Entering Unmasked Estep 
Score: -23747698.000000 Penalty: 4003.422119
	Iteration 178Q: 3 clusters Score -2.37477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -23747704.000000 Penalty: 4003.422119
	Iteration 179Q: 3 clusters Score -2.37477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -23747684.000000 Penalty: 4003.422119
	Iteration 180F: 3 clusters Score -2.374768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -23747688.000000 Penalty: 4003.422119
	Iteration 181Q: 3 clusters Score -2.374769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -23747684.000000 Penalty: 4003.422119
	Iteration 182Q: 3 clusters Score -2.374768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -23747684.000000 Penalty: 4003.422119
	Iteration 183F: 3 clusters Score -2.374768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 214891 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84409232.000000 Penalty: 33158.441406
Splitting cluster 12 changes total score from -84407944.000000 to -84409232.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 13 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -422373.937500 Penalty: 1360.889893
	Iteration 0F: 2 clusters Score -422373.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -418840.812500 Penalty: 2721.779785
	Iteration 0F: 3 clusters Score -418840.8 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -420107.406250 Penalty: 2721.779785
	Iteration 1F: 3 clusters Score -420107.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -420726.125000 Penalty: 2721.779785
	Iteration 2F: 3 clusters Score -420726.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -421350.375000 Penalty: 2721.779785
	Iteration 3F: 3 clusters Score -421350.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -421939.093750 Penalty: 2721.779785
	Iteration 4F: 3 clusters Score -421939.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -422481.750000 Penalty: 2721.779785
	Iteration 5F: 3 clusters Score -422481.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -422861.687500 Penalty: 2721.779785
	Iteration 6F: 3 clusters Score -422861.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -423046.062500 Penalty: 2721.779785
	Iteration 7Q: 3 clusters Score -423046.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -423155.000000 Penalty: 2721.779785
	Iteration 8Q: 3 clusters Score -423155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -423252.625000 Penalty: 2721.779785
	Iteration 9Q: 3 clusters Score -423252.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -423305.031250 Penalty: 2721.779785
	Iteration 10Q: 3 clusters Score -423305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -423319.031250 Penalty: 2721.779785
	Iteration 11Q: 3 clusters Score -423319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -423324.531250 Penalty: 2721.779785
	Iteration 12Q: 3 clusters Score -423324.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -423328.593750 Penalty: 2721.779785
	Iteration 13Q: 3 clusters Score -423328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423332.343750 Penalty: 2721.779785
	Iteration 14Q: 3 clusters Score -423332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423333.281250 Penalty: 2721.779785
	Iteration 15Q: 3 clusters Score -423333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423333.281250 Penalty: 2721.779785
	Iteration 16F: 3 clusters Score -423333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 214891 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 25464 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84409016.000000 Penalty: 35369.003906
Splitting cluster 13 changes total score from -84407944.000000 to -84409016.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (40801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Entering Unmasked Estep 
Score: -4423157.500000 Penalty: 1725.175049
	Iteration 0F: 2 clusters Score -4423158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4395912.500000 Penalty: 3450.350098
	Iteration 0F: 3 clusters Score -4395912 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4406710.000000 Penalty: 3450.350098
	Iteration 1F: 3 clusters Score -4406710 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4407322.500000 Penalty: 3450.350098
	Iteration 2Q: 3 clusters Score -4407322 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4408136.500000 Penalty: 3450.350098
	Iteration 3Q: 3 clusters Score -4408136 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4409254.000000 Penalty: 3450.350098
	Iteration 4F: 3 clusters Score -4409254 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4410909.500000 Penalty: 3450.350098
	Iteration 5F: 3 clusters Score -4410910 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4413122.500000 Penalty: 3450.350098
	Iteration 6F: 3 clusters Score -4413122 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4415478.000000 Penalty: 3450.350098
	Iteration 7F: 3 clusters Score -4415478 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4417430.500000 Penalty: 3450.350098
	Iteration 8F: 3 clusters Score -4417430 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4418597.000000 Penalty: 3450.350098
	Iteration 9Q: 3 clusters Score -4418597 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4419190.000000 Penalty: 3450.350098
	Iteration 10Q: 3 clusters Score -4419190 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4419576.000000 Penalty: 3450.350098
	Iteration 11Q: 3 clusters Score -4419576 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4419853.000000 Penalty: 3450.350098
	Iteration 12Q: 3 clusters Score -4419853 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4420084.000000 Penalty: 3450.350098
	Iteration 13Q: 3 clusters Score -4420084 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4420311.500000 Penalty: 3450.350098
	Iteration 14Q: 3 clusters Score -4420312 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4420518.000000 Penalty: 3450.350098
	Iteration 15Q: 3 clusters Score -4420518 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4420659.500000 Penalty: 3450.350098
	Iteration 16Q: 3 clusters Score -4420660 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4420840.500000 Penalty: 3450.350098
	Iteration 17Q: 3 clusters Score -4420840 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4421019.500000 Penalty: 3450.350098
	Iteration 18Q: 3 clusters Score -4421020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4421167.000000 Penalty: 3450.350098
	Iteration 19Q: 3 clusters Score -4421167 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4421310.000000 Penalty: 3450.350098
	Iteration 20F: 3 clusters Score -4421310 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4421434.000000 Penalty: 3450.350098
	Iteration 21Q: 3 clusters Score -4421434 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4421517.500000 Penalty: 3450.350098
	Iteration 22Q: 3 clusters Score -4421518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4421600.500000 Penalty: 3450.350098
	Iteration 23Q: 3 clusters Score -4421600 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4421686.000000 Penalty: 3450.350098
	Iteration 24Q: 3 clusters Score -4421686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4421788.500000 Penalty: 3450.350098
	Iteration 25Q: 3 clusters Score -4421788 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4421858.500000 Penalty: 3450.350098
	Iteration 26Q: 3 clusters Score -4421858 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4421924.000000 Penalty: 3450.350098
	Iteration 27Q: 3 clusters Score -4421924 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4421987.000000 Penalty: 3450.350098
	Iteration 28Q: 3 clusters Score -4421987 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4422027.000000 Penalty: 3450.350098
	Iteration 29Q: 3 clusters Score -4422027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4422063.500000 Penalty: 3450.350098
	Iteration 30Q: 3 clusters Score -4422064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4422096.500000 Penalty: 3450.350098
	Iteration 31Q: 3 clusters Score -4422096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4422130.500000 Penalty: 3450.350098
	Iteration 32Q: 3 clusters Score -4422130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4422161.000000 Penalty: 3450.350098
	Iteration 33Q: 3 clusters Score -4422161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4422196.500000 Penalty: 3450.350098
	Iteration 34Q: 3 clusters Score -4422196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4422213.000000 Penalty: 3450.350098
	Iteration 35Q: 3 clusters Score -4422213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4422242.000000 Penalty: 3450.350098
	Iteration 36Q: 3 clusters Score -4422242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4422270.000000 Penalty: 3450.350098
	Iteration 37Q: 3 clusters Score -4422270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4422294.000000 Penalty: 3450.350098
	Iteration 38Q: 3 clusters Score -4422294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4422337.500000 Penalty: 3450.350098
	Iteration 39Q: 3 clusters Score -4422338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4422354.500000 Penalty: 3450.350098
	Iteration 40F: 3 clusters Score -4422354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4422370.000000 Penalty: 3450.350098
	Iteration 41Q: 3 clusters Score -4422370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4422379.500000 Penalty: 3450.350098
	Iteration 42Q: 3 clusters Score -4422380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4422406.000000 Penalty: 3450.350098
	Iteration 43Q: 3 clusters Score -4422406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4422410.000000 Penalty: 3450.350098
	Iteration 44Q: 3 clusters Score -4422410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4422437.000000 Penalty: 3450.350098
	Iteration 45Q: 3 clusters Score -4422437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4422456.500000 Penalty: 3450.350098
	Iteration 46Q: 3 clusters Score -4422456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4422482.000000 Penalty: 3450.350098
	Iteration 47Q: 3 clusters Score -4422482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4422511.000000 Penalty: 3450.350098
	Iteration 48Q: 3 clusters Score -4422511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4422539.000000 Penalty: 3450.350098
	Iteration 49Q: 3 clusters Score -4422539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4422548.000000 Penalty: 3450.350098
	Iteration 50Q: 3 clusters Score -4422548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4422560.500000 Penalty: 3450.350098
	Iteration 51Q: 3 clusters Score -4422560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4422567.000000 Penalty: 3450.350098
	Iteration 52Q: 3 clusters Score -4422567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4422583.500000 Penalty: 3450.350098
	Iteration 53Q: 3 clusters Score -4422584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4422590.000000 Penalty: 3450.350098
	Iteration 54Q: 3 clusters Score -4422590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4422588.000000 Penalty: 3450.350098
	Iteration 55Q: 3 clusters Score -4422588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4422591.500000 Penalty: 3450.350098
	Iteration 56Q: 3 clusters Score -4422592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4422588.500000 Penalty: 3450.350098
	Iteration 57Q: 3 clusters Score -4422588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4422592.500000 Penalty: 3450.350098
	Iteration 58Q: 3 clusters Score -4422592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4422595.000000 Penalty: 3450.350098
	Iteration 59Q: 3 clusters Score -4422595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4422595.000000 Penalty: 3450.350098
	Iteration 60F: 3 clusters Score -4422595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Entering Unmasked Estep 
Score: -2635477.000000 Penalty: 1648.566040
	Iteration 0F: 2 clusters Score -2635477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2618415.250000 Penalty: 3297.132080
	Iteration 0F: 3 clusters Score -2618415 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2624804.750000 Penalty: 3297.132080
	Iteration 1F: 3 clusters Score -2624805 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2625125.500000 Penalty: 3297.132080
	Iteration 2Q: 3 clusters Score -2625126 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2625457.750000 Penalty: 3297.132080
	Iteration 3Q: 3 clusters Score -2625458 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2625801.500000 Penalty: 3297.132080
	Iteration 4Q: 3 clusters Score -2625802 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2626232.000000 Penalty: 3297.132080
	Iteration 5Q: 3 clusters Score -2626232 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2626841.750000 Penalty: 3297.132080
	Iteration 6Q: 3 clusters Score -2626842 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2627748.000000 Penalty: 3297.132080
	Iteration 7F: 3 clusters Score -2627748 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2628923.750000 Penalty: 3297.132080
	Iteration 8F: 3 clusters Score -2628924 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2630055.250000 Penalty: 3297.132080
	Iteration 9F: 3 clusters Score -2630055 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2630916.250000 Penalty: 3297.132080
	Iteration 10F: 3 clusters Score -2630916 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2631554.750000 Penalty: 3297.132080
	Iteration 11F: 3 clusters Score -2631555 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2632007.250000 Penalty: 3297.132080
	Iteration 12Q: 3 clusters Score -2632007 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2632387.000000 Penalty: 3297.132080
	Iteration 13Q: 3 clusters Score -2632387 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2632674.000000 Penalty: 3297.132080
	Iteration 14Q: 3 clusters Score -2632674 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2632949.500000 Penalty: 3297.132080
	Iteration 15Q: 3 clusters Score -2632950 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2633221.500000 Penalty: 3297.132080
	Iteration 16Q: 3 clusters Score -2633222 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2633490.500000 Penalty: 3297.132080
	Iteration 17Q: 3 clusters Score -2633490 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2633809.750000 Penalty: 3297.132080
	Iteration 18Q: 3 clusters Score -2633810 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2634134.500000 Penalty: 3297.132080
	Iteration 19Q: 3 clusters Score -2634134 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2634428.500000 Penalty: 3297.132080
	Iteration 20F: 3 clusters Score -2634428 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2634717.500000 Penalty: 3297.132080
	Iteration 21Q: 3 clusters Score -2634718 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2634971.000000 Penalty: 3297.132080
	Iteration 22Q: 3 clusters Score -2634971 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2635202.250000 Penalty: 3297.132080
	Iteration 23Q: 3 clusters Score -2635202 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2635399.000000 Penalty: 3297.132080
	Iteration 24Q: 3 clusters Score -2635399 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2635549.000000 Penalty: 3297.132080
	Iteration 25Q: 3 clusters Score -2635549 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2635662.000000 Penalty: 3297.132080
	Iteration 26Q: 3 clusters Score -2635662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2635766.250000 Penalty: 3297.132080
	Iteration 27Q: 3 clusters Score -2635766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2635818.750000 Penalty: 3297.132080
	Iteration 28Q: 3 clusters Score -2635819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2635853.250000 Penalty: 3297.132080
	Iteration 29Q: 3 clusters Score -2635853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2635892.000000 Penalty: 3297.132080
	Iteration 30Q: 3 clusters Score -2635892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2635915.000000 Penalty: 3297.132080
	Iteration 31Q: 3 clusters Score -2635915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2635938.500000 Penalty: 3297.132080
	Iteration 32Q: 3 clusters Score -2635938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2635945.500000 Penalty: 3297.132080
	Iteration 33Q: 3 clusters Score -2635946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2635951.000000 Penalty: 3297.132080
	Iteration 34Q: 3 clusters Score -2635951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2635957.000000 Penalty: 3297.132080
	Iteration 35Q: 3 clusters Score -2635957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2635962.500000 Penalty: 3297.132080
	Iteration 36Q: 3 clusters Score -2635962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2635971.500000 Penalty: 3297.132080
	Iteration 37Q: 3 clusters Score -2635972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2635969.500000 Penalty: 3297.132080
	Iteration 38Q: 3 clusters Score -2635970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2635970.750000 Penalty: 3297.132080
	Iteration 39Q: 3 clusters Score -2635971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2635972.750000 Penalty: 3297.132080
	Iteration 40F: 3 clusters Score -2635973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2635978.500000 Penalty: 3297.132080
	Iteration 41Q: 3 clusters Score -2635978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2635979.750000 Penalty: 3297.132080
	Iteration 42Q: 3 clusters Score -2635980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2635978.500000 Penalty: 3297.132080
	Iteration 43Q: 3 clusters Score -2635978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2635977.750000 Penalty: 3297.132080
	Iteration 44Q: 3 clusters Score -2635978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2635979.750000 Penalty: 3297.132080
	Iteration 45Q: 3 clusters Score -2635980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2635980.000000 Penalty: 3297.132080
	Iteration 46Q: 3 clusters Score -2635980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2635983.750000 Penalty: 3297.132080
	Iteration 47Q: 3 clusters Score -2635984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2635985.500000 Penalty: 3297.132080
	Iteration 48Q: 3 clusters Score -2635986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2635982.750000 Penalty: 3297.132080
	Iteration 49Q: 3 clusters Score -2635983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2635983.750000 Penalty: 3297.132080
	Iteration 50Q: 3 clusters Score -2635984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2635983.250000 Penalty: 3297.132080
	Iteration 51Q: 3 clusters Score -2635983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2635982.000000 Penalty: 3297.132080
	Iteration 52Q: 3 clusters Score -2635982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2635982.500000 Penalty: 3297.132080
	Iteration 53Q: 3 clusters Score -2635982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2635983.750000 Penalty: 3297.132080
	Iteration 54Q: 3 clusters Score -2635984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2635981.750000 Penalty: 3297.132080
	Iteration 55Q: 3 clusters Score -2635982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2635984.000000 Penalty: 3297.132080
	Iteration 56Q: 3 clusters Score -2635984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2635984.000000 Penalty: 3297.132080
	Iteration 57F: 3 clusters Score -2635984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 214891 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 24196 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
Score: -84408744.000000 Penalty: 37579.566406
Splitting cluster 17 changes total score from -84407944.000000 to -84408744.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -389890.343750 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -389890.3 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 1768 members 
Entering Unmasked Estep 
Score: -386799.187500 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -386799.2 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -387585.281250 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -387585.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -387715.093750 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -387715.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -387789.906250 Penalty: 2657.783936
	Iteration 3Q: 3 clusters Score -387789.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -387845.781250 Penalty: 2657.783936
	Iteration 4Q: 3 clusters Score -387845.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -387886.281250 Penalty: 2657.783936
	Iteration 5Q: 3 clusters Score -387886.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -387918.000000 Penalty: 2657.783936
	Iteration 6Q: 3 clusters Score -387918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -387943.312500 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -387943.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -387963.093750 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -387963.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -387984.687500 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -387984.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -388002.875000 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -388002.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -388018.593750 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -388018.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -388030.656250 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -388030.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -388040.062500 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -388040.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -388047.781250 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -388047.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -388060.562500 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -388060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -388069.437500 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -388069.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -388077.062500 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -388077.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -388087.375000 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -388087.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -388098.125000 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -388098.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -388105.781250 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -388105.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -388113.093750 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -388113.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -388120.750000 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -388120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -388137.687500 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -388137.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -388151.937500 Penalty: 2657.783936
	Iteration 24Q: 3 clusters Score -388151.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -388167.968750 Penalty: 2657.783936
	Iteration 25Q: 3 clusters Score -388168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -388181.812500 Penalty: 2657.783936
	Iteration 26Q: 3 clusters Score -388181.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -388195.343750 Penalty: 2657.783936
	Iteration 27Q: 3 clusters Score -388195.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -388203.062500 Penalty: 2657.783936
	Iteration 28Q: 3 clusters Score -388203.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -388211.000000 Penalty: 2657.783936
	Iteration 29Q: 3 clusters Score -388211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -388217.500000 Penalty: 2657.783936
	Iteration 30Q: 3 clusters Score -388217.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -388224.593750 Penalty: 2657.783936
	Iteration 31Q: 3 clusters Score -388224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -388232.937500 Penalty: 2657.783936
	Iteration 32Q: 3 clusters Score -388232.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -388242.531250 Penalty: 2657.783936
	Iteration 33Q: 3 clusters Score -388242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -388251.000000 Penalty: 2657.783936
	Iteration 34Q: 3 clusters Score -388251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -388257.218750 Penalty: 2657.783936
	Iteration 35Q: 3 clusters Score -388257.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -388267.906250 Penalty: 2657.783936
	Iteration 36Q: 3 clusters Score -388267.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -388283.250000 Penalty: 2657.783936
	Iteration 37Q: 3 clusters Score -388283.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -388299.843750 Penalty: 2657.783936
	Iteration 38Q: 3 clusters Score -388299.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -388317.656250 Penalty: 2657.783936
	Iteration 39Q: 3 clusters Score -388317.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -388337.250000 Penalty: 2657.783936
	Iteration 40F: 3 clusters Score -388337.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -388361.437500 Penalty: 2657.783936
	Iteration 41Q: 3 clusters Score -388361.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -388386.937500 Penalty: 2657.783936
	Iteration 42Q: 3 clusters Score -388386.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -388420.500000 Penalty: 2657.783936
	Iteration 43Q: 3 clusters Score -388420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -388450.687500 Penalty: 2657.783936
	Iteration 44Q: 3 clusters Score -388450.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -388486.750000 Penalty: 2657.783936
	Iteration 45Q: 3 clusters Score -388486.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -388516.531250 Penalty: 2657.783936
	Iteration 46Q: 3 clusters Score -388516.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -388547.625000 Penalty: 2657.783936
	Iteration 47Q: 3 clusters Score -388547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -388588.187500 Penalty: 2657.783936
	Iteration 48Q: 3 clusters Score -388588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -388626.343750 Penalty: 2657.783936
	Iteration 49Q: 3 clusters Score -388626.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -388646.937500 Penalty: 2657.783936
	Iteration 50Q: 3 clusters Score -388646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -388661.843750 Penalty: 2657.783936
	Iteration 51Q: 3 clusters Score -388661.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -388674.531250 Penalty: 2657.783936
	Iteration 52Q: 3 clusters Score -388674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -388686.437500 Penalty: 2657.783936
	Iteration 53Q: 3 clusters Score -388686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -388695.093750 Penalty: 2657.783936
	Iteration 54Q: 3 clusters Score -388695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -388696.812500 Penalty: 2657.783936
	Iteration 55Q: 3 clusters Score -388696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -388698.593750 Penalty: 2657.783936
	Iteration 56Q: 3 clusters Score -388698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -388700.093750 Penalty: 2657.783936
	Iteration 57Q: 3 clusters Score -388700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -388700.906250 Penalty: 2657.783936
	Iteration 58Q: 3 clusters Score -388700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -388701.218750 Penalty: 2657.783936
	Iteration 59Q: 3 clusters Score -388701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -388702.468750 Penalty: 2657.783936
	Iteration 60F: 3 clusters Score -388702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -388704.875000 Penalty: 2657.783936
	Iteration 61Q: 3 clusters Score -388704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -388706.281250 Penalty: 2657.783936
	Iteration 62Q: 3 clusters Score -388706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -388707.593750 Penalty: 2657.783936
	Iteration 63Q: 3 clusters Score -388707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -388708.468750 Penalty: 2657.783936
	Iteration 64Q: 3 clusters Score -388708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -388709.156250 Penalty: 2657.783936
	Iteration 65Q: 3 clusters Score -388709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -388711.093750 Penalty: 2657.783936
	Iteration 66Q: 3 clusters Score -388711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -388713.812500 Penalty: 2657.783936
	Iteration 67Q: 3 clusters Score -388713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -388717.906250 Penalty: 2657.783936
	Iteration 68Q: 3 clusters Score -388717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -388719.718750 Penalty: 2657.783936
	Iteration 69Q: 3 clusters Score -388719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -388724.937500 Penalty: 2657.783936
	Iteration 70Q: 3 clusters Score -388724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -388728.312500 Penalty: 2657.783936
	Iteration 71Q: 3 clusters Score -388728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -388730.656250 Penalty: 2657.783936
	Iteration 72Q: 3 clusters Score -388730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -388733.718750 Penalty: 2657.783936
	Iteration 73Q: 3 clusters Score -388733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -388734.500000 Penalty: 2657.783936
	Iteration 74Q: 3 clusters Score -388734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -388737.093750 Penalty: 2657.783936
	Iteration 75Q: 3 clusters Score -388737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -388737.093750 Penalty: 2657.783936
	Iteration 76F: 3 clusters Score -388737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 3 contains 202592 members 
Mstep: Class 4 contains 24937 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 14296 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 8845 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 19 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415992.000000 Penalty: 37579.566406
Iteration 39Q: 18 clusters Score -8.441599e+07 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 134765 members 
Mstep: Class 2 contains 11602 members 
Mstep: Class 3 contains 207941 members 
Mstep: Class 4 contains 25109 members 
Mstep: Class 5 contains 60728 members 
Mstep: Class 6 contains 14208 members 
Mstep: Class 7 contains 224 members 
Mstep: Class 8 contains 211266 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 55004 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 24043 members 
Mstep: Class 15 contains 41228 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 19 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420616.000000 Penalty: 37579.566406
Iteration 40F: 18 clusters Score -8.442062e+07 nChanged 21233
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 130106 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 212523 members 
Mstep: Class 4 contains 25044 members 
Mstep: Class 5 contains 59992 members 
Mstep: Class 6 contains 14006 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 210015 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 54751 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 11029 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 24291 members 
Mstep: Class 15 contains 41714 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 19 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422472.000000 Penalty: 37579.566406
Iteration 41Q: 18 clusters Score -8.442247e+07 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 215598 members 
Mstep: Class 4 contains 25039 members 
Mstep: Class 5 contains 59508 members 
Mstep: Class 6 contains 13927 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 208986 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 54744 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 24416 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 19 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422288.000000 Penalty: 37579.566406
Iteration 42Q: 18 clusters Score -8.442229e+07 nChanged 17016
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 11532 members 
Mstep: Class 3 contains 217548 members 
Mstep: Class 4 contains 25048 members 
Mstep: Class 5 contains 59068 members 
Mstep: Class 6 contains 13897 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 207924 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 54849 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 24486 members 
Mstep: Class 15 contains 43230 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 19 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422080.000000 Penalty: 37579.566406
Iteration 43Q: 18 clusters Score -8.442208e+07 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 218201 members 
Mstep: Class 4 contains 25039 members 
Mstep: Class 5 contains 58758 members 
Mstep: Class 6 contains 13866 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 54998 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 13738 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 24524 members 
Mstep: Class 15 contains 44152 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 19 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422672.000000 Penalty: 37579.566406
Iteration 44Q: 18 clusters Score -8.442267e+07 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 120295 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 217920 members 
Mstep: Class 4 contains 25030 members 
Mstep: Class 5 contains 58507 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 205807 members 
Mstep: Class 9 contains 2633 members 
Mstep: Class 10 contains 55245 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 24559 members 
Mstep: Class 15 contains 45051 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 19 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422440.000000 Penalty: 37579.566406
Iteration 45Q: 18 clusters Score -8.442244e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 216719 members 
Mstep: Class 4 contains 25061 members 
Mstep: Class 5 contains 58323 members 
Mstep: Class 6 contains 13783 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 204705 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 55441 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 46005 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 19 contains 5339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422864.000000 Penalty: 37579.566406
Iteration 46Q: 18 clusters Score -8.442286e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 214892 members 
Mstep: Class 4 contains 25092 members 
Mstep: Class 5 contains 58138 members 
Mstep: Class 6 contains 13755 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 203479 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 55683 members 
Mstep: Class 11 contains 3792 members 
Mstep: Class 12 contains 16126 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 24574 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 19 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424936.000000 Penalty: 37579.566406
Iteration 47Q: 18 clusters Score -8.442494e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 11602 members 
Mstep: Class 3 contains 212543 members 
Mstep: Class 4 contains 25131 members 
Mstep: Class 5 contains 57952 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 202197 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 55942 members 
Mstep: Class 11 contains 3833 members 
Mstep: Class 12 contains 16918 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 14 contains 24586 members 
Mstep: Class 15 contains 47834 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 19 contains 5860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426384.000000 Penalty: 37579.566406
Iteration 48Q: 18 clusters Score -8.442638e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 124372 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 209590 members 
Mstep: Class 4 contains 25185 members 
Mstep: Class 5 contains 57728 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 200824 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 56176 members 
Mstep: Class 11 contains 3812 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 24576 members 
Mstep: Class 15 contains 48761 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 19 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427488.000000 Penalty: 37579.566406
Iteration 49Q: 18 clusters Score -8.442749e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 206145 members 
Mstep: Class 4 contains 25197 members 
Mstep: Class 5 contains 57624 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 199361 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 56376 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 18456 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 24580 members 
Mstep: Class 15 contains 49708 members 
Mstep: Class 17 contains 3146 members 
Mstep: Class 19 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428992.000000 Penalty: 37579.566406
Iteration 50Q: 18 clusters Score -8.442899e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 130086 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 202294 members 
Mstep: Class 4 contains 25192 members 
Mstep: Class 5 contains 57599 members 
Mstep: Class 6 contains 13755 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 197820 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 56556 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 12 contains 19165 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 24583 members 
Mstep: Class 15 contains 50524 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 19 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84430688.000000 Penalty: 37579.566406
Iteration 51Q: 18 clusters Score -8.443069e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 133790 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 198096 members 
Mstep: Class 4 contains 25163 members 
Mstep: Class 5 contains 57602 members 
Mstep: Class 6 contains 13768 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 196117 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 56703 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 12 contains 19813 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 24574 members 
Mstep: Class 15 contains 51423 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 19 contains 6940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84432296.000000 Penalty: 37579.566406
Iteration 52Q: 18 clusters Score -8.44323e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 138069 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 193668 members 
Mstep: Class 4 contains 25133 members 
Mstep: Class 5 contains 57599 members 
Mstep: Class 6 contains 13789 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 194265 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 56780 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 24574 members 
Mstep: Class 15 contains 52298 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 19 contains 7231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433968.000000 Penalty: 37579.566406
Iteration 53Q: 18 clusters Score -8.443397e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 189120 members 
Mstep: Class 4 contains 25086 members 
Mstep: Class 5 contains 57577 members 
Mstep: Class 6 contains 13796 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 192181 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 56837 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 20899 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 24566 members 
Mstep: Class 15 contains 53064 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 19 contains 7473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435440.000000 Penalty: 37579.566406
Iteration 54Q: 18 clusters Score -8.443544e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 11928 members 
Mstep: Class 3 contains 184459 members 
Mstep: Class 4 contains 25030 members 
Mstep: Class 5 contains 57506 members 
Mstep: Class 6 contains 13837 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 190028 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 56869 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 21325 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 24567 members 
Mstep: Class 15 contains 53692 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 19 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437800.000000 Penalty: 37579.566406
Iteration 55Q: 18 clusters Score -8.44378e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 153971 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 179880 members 
Mstep: Class 4 contains 24963 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 187907 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 56830 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 21677 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 54298 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 19 contains 7902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439296.000000 Penalty: 37579.566406
Iteration 56Q: 18 clusters Score -8.44393e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 175139 members 
Mstep: Class 4 contains 24871 members 
Mstep: Class 5 contains 57446 members 
Mstep: Class 6 contains 13944 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 185626 members 
Mstep: Class 9 contains 3892 members 
Mstep: Class 10 contains 56753 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 21990 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 24572 members 
Mstep: Class 15 contains 54776 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 19 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439784.000000 Penalty: 37579.566406
Iteration 57Q: 18 clusters Score -8.443978e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 169756 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 14048 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 183397 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 56669 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 22222 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 24563 members 
Mstep: Class 15 contains 55147 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 19 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440704.000000 Penalty: 37579.566406
Iteration 58Q: 18 clusters Score -8.44407e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 12163 members 
Mstep: Class 3 contains 164425 members 
Mstep: Class 4 contains 24630 members 
Mstep: Class 5 contains 57712 members 
Mstep: Class 6 contains 14163 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 181363 members 
Mstep: Class 9 contains 4037 members 
Mstep: Class 10 contains 56555 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 22386 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 24546 members 
Mstep: Class 15 contains 55429 members 
Mstep: Class 17 contains 3319 members 
Mstep: Class 19 contains 8482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441080.000000 Penalty: 37579.566406
Iteration 59Q: 18 clusters Score -8.444108e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 159625 members 
Mstep: Class 4 contains 24492 members 
Mstep: Class 5 contains 57944 members 
Mstep: Class 6 contains 14228 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 179448 members 
Mstep: Class 9 contains 4100 members 
Mstep: Class 10 contains 56468 members 
Mstep: Class 11 contains 3533 members 
Mstep: Class 12 contains 22503 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 24529 members 
Mstep: Class 15 contains 55678 members 
Mstep: Class 17 contains 3331 members 
Mstep: Class 19 contains 8640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443328.000000 Penalty: 37579.566406
Iteration 60F: 18 clusters Score -8.444333e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 184405 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 155914 members 
Mstep: Class 4 contains 24330 members 
Mstep: Class 5 contains 58196 members 
Mstep: Class 6 contains 14255 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 177165 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 56330 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 22762 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 24485 members 
Mstep: Class 15 contains 55975 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 19 contains 8900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444592.000000 Penalty: 37579.566406
Iteration 61Q: 18 clusters Score -8.444459e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 188462 members 
Mstep: Class 2 contains 12288 members 
Mstep: Class 3 contains 153263 members 
Mstep: Class 4 contains 24155 members 
Mstep: Class 5 contains 58465 members 
Mstep: Class 6 contains 14235 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 175176 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 56139 members 
Mstep: Class 11 contains 3493 members 
Mstep: Class 12 contains 23004 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 24452 members 
Mstep: Class 15 contains 56138 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 19 contains 9136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445056.000000 Penalty: 37579.566406
Iteration 62Q: 18 clusters Score -8.444506e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 191194 members 
Mstep: Class 2 contains 12291 members 
Mstep: Class 3 contains 151840 members 
Mstep: Class 4 contains 23993 members 
Mstep: Class 5 contains 58724 members 
Mstep: Class 6 contains 14205 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 173515 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 55939 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 23169 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 24426 members 
Mstep: Class 15 contains 56233 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 19 contains 9346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445760.000000 Penalty: 37579.566406
Iteration 63Q: 18 clusters Score -8.444576e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 192789 members 
Mstep: Class 2 contains 12283 members 
Mstep: Class 3 contains 151398 members 
Mstep: Class 4 contains 23846 members 
Mstep: Class 5 contains 58907 members 
Mstep: Class 6 contains 14139 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 172198 members 
Mstep: Class 9 contains 4343 members 
Mstep: Class 10 contains 55749 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 23317 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 24391 members 
Mstep: Class 15 contains 56301 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 19 contains 9517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446384.000000 Penalty: 37579.566406
Iteration 64Q: 18 clusters Score -8.444638e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 152066 members 
Mstep: Class 4 contains 23710 members 
Mstep: Class 5 contains 59072 members 
Mstep: Class 6 contains 14045 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 171141 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 55532 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 23410 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 56346 members 
Mstep: Class 17 contains 3411 members 
Mstep: Class 19 contains 9653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447520.000000 Penalty: 37579.566406
Iteration 65Q: 18 clusters Score -8.444752e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 192541 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 153588 members 
Mstep: Class 4 contains 23597 members 
Mstep: Class 5 contains 59214 members 
Mstep: Class 6 contains 13941 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 170285 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 55314 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 23468 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 56414 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 19 contains 9790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448760.000000 Penalty: 37579.566406
Iteration 66Q: 18 clusters Score -8.444876e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 191103 members 
Mstep: Class 2 contains 12174 members 
Mstep: Class 3 contains 155719 members 
Mstep: Class 4 contains 23466 members 
Mstep: Class 5 contains 59260 members 
Mstep: Class 6 contains 13873 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 169674 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 24356 members 
Mstep: Class 15 contains 56496 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 19 contains 9942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450000.000000 Penalty: 37579.566406
Iteration 67Q: 18 clusters Score -8.445e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 12145 members 
Mstep: Class 3 contains 158433 members 
Mstep: Class 4 contains 23351 members 
Mstep: Class 5 contains 59275 members 
Mstep: Class 6 contains 13773 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 169214 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 54850 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 23585 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 24351 members 
Mstep: Class 15 contains 56583 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 19 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450400.000000 Penalty: 37579.566406
Iteration 68Q: 18 clusters Score -8.44504e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 186261 members 
Mstep: Class 2 contains 12090 members 
Mstep: Class 3 contains 161557 members 
Mstep: Class 4 contains 23218 members 
Mstep: Class 5 contains 59247 members 
Mstep: Class 6 contains 13687 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 169036 members 
Mstep: Class 9 contains 4604 members 
Mstep: Class 10 contains 54591 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 23626 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 24370 members 
Mstep: Class 15 contains 56694 members 
Mstep: Class 17 contains 3435 members 
Mstep: Class 19 contains 10212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450832.000000 Penalty: 37579.566406
Iteration 69Q: 18 clusters Score -8.445083e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 12046 members 
Mstep: Class 3 contains 164703 members 
Mstep: Class 4 contains 23096 members 
Mstep: Class 5 contains 59199 members 
Mstep: Class 6 contains 13600 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 169310 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 54330 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 23653 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 24383 members 
Mstep: Class 15 contains 56840 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 19 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451120.000000 Penalty: 37579.566406
Iteration 70Q: 18 clusters Score -8.445112e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 12005 members 
Mstep: Class 3 contains 167754 members 
Mstep: Class 4 contains 22980 members 
Mstep: Class 5 contains 59149 members 
Mstep: Class 6 contains 13522 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 169959 members 
Mstep: Class 9 contains 4654 members 
Mstep: Class 10 contains 54085 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 23699 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 24400 members 
Mstep: Class 15 contains 57034 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 19 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451512.000000 Penalty: 37579.566406
Iteration 71Q: 18 clusters Score -8.445151e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 175404 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 170582 members 
Mstep: Class 4 contains 22888 members 
Mstep: Class 5 contains 59082 members 
Mstep: Class 6 contains 13461 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 170816 members 
Mstep: Class 9 contains 4674 members 
Mstep: Class 10 contains 53890 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 24391 members 
Mstep: Class 15 contains 57327 members 
Mstep: Class 17 contains 3449 members 
Mstep: Class 19 contains 10940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451264.000000 Penalty: 37579.566406
Iteration 72Q: 18 clusters Score -8.445126e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 22807 members 
Mstep: Class 5 contains 59058 members 
Mstep: Class 6 contains 13428 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 171873 members 
Mstep: Class 9 contains 4688 members 
Mstep: Class 10 contains 53695 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 57653 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 19 contains 11248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450912.000000 Penalty: 37579.566406
Iteration 73Q: 18 clusters Score -8.445091e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 11938 members 
Mstep: Class 3 contains 176063 members 
Mstep: Class 4 contains 22720 members 
Mstep: Class 5 contains 59032 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 172979 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 10 contains 53517 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 23935 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 58021 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 19 contains 11581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451224.000000 Penalty: 37579.566406
Iteration 74Q: 18 clusters Score -8.445122e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 178192 members 
Mstep: Class 4 contains 22649 members 
Mstep: Class 5 contains 59029 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 174195 members 
Mstep: Class 9 contains 4701 members 
Mstep: Class 10 contains 53344 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 24081 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 24387 members 
Mstep: Class 15 contains 58426 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 19 contains 11938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451160.000000 Penalty: 37579.566406
Iteration 75Q: 18 clusters Score -8.445116e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 179669 members 
Mstep: Class 4 contains 22608 members 
Mstep: Class 5 contains 58996 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 175329 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 53179 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 24214 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 24418 members 
Mstep: Class 15 contains 58884 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 19 contains 12332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451328.000000 Penalty: 37579.566406
Iteration 76Q: 18 clusters Score -8.445133e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 180518 members 
Mstep: Class 4 contains 22585 members 
Mstep: Class 5 contains 58917 members 
Mstep: Class 6 contains 13246 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 176359 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 53052 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 24361 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 59325 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 19 contains 12753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451400.000000 Penalty: 37579.566406
Iteration 77Q: 18 clusters Score -8.44514e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 180596 members 
Mstep: Class 4 contains 22577 members 
Mstep: Class 5 contains 58858 members 
Mstep: Class 6 contains 13199 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 177424 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 52941 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 24509 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 24481 members 
Mstep: Class 15 contains 59812 members 
Mstep: Class 17 contains 3488 members 
Mstep: Class 19 contains 13212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451448.000000 Penalty: 37579.566406
Iteration 78Q: 18 clusters Score -8.445145e+07 nChanged 7728
Entering ConstructFrom: 
Score: -84451448.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (153509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Entering Unmasked Estep 
Score: -16399388.000000 Penalty: 1940.495972
	Iteration 0F: 2 clusters Score -1.639939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -16296500.000000 Penalty: 3880.991943
	Iteration 0F: 3 clusters Score -1.62965e+07 nChanged 74376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -16342264.000000 Penalty: 3880.991943
	Iteration 1F: 3 clusters Score -1.634226e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -16345439.000000 Penalty: 3880.991943
	Iteration 2Q: 3 clusters Score -1.634544e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -16350810.000000 Penalty: 3880.991943
	Iteration 3F: 3 clusters Score -1.635081e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -16359021.000000 Penalty: 3880.991943
	Iteration 4F: 3 clusters Score -1.635902e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -16369427.000000 Penalty: 3880.991943
	Iteration 5F: 3 clusters Score -1.636943e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 129901 members 
Entering Unmasked Estep 
Score: -16379148.000000 Penalty: 3880.991943
	Iteration 6F: 3 clusters Score -1.637915e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -16386371.000000 Penalty: 3880.991943
	Iteration 7Q: 3 clusters Score -1.638637e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -16390438.000000 Penalty: 3880.991943
	Iteration 8Q: 3 clusters Score -1.639044e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 144733 members 
Entering Unmasked Estep 
Score: -16392900.000000 Penalty: 3880.991943
	Iteration 9Q: 3 clusters Score -1.63929e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -16394314.000000 Penalty: 3880.991943
	Iteration 10Q: 3 clusters Score -1.639431e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -16395207.000000 Penalty: 3880.991943
	Iteration 11Q: 3 clusters Score -1.639521e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 149366 members 
Entering Unmasked Estep 
Score: -16395938.000000 Penalty: 3880.991943
	Iteration 12Q: 3 clusters Score -1.639594e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 150208 members 
Entering Unmasked Estep 
Score: -16396442.000000 Penalty: 3880.991943
	Iteration 13Q: 3 clusters Score -1.639644e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 150819 members 
Entering Unmasked Estep 
Score: -16396786.000000 Penalty: 3880.991943
	Iteration 14Q: 3 clusters Score -1.639679e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 151265 members 
Entering Unmasked Estep 
Score: -16396987.000000 Penalty: 3880.991943
	Iteration 15Q: 3 clusters Score -1.639699e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -16397167.000000 Penalty: 3880.991943
	Iteration 16Q: 3 clusters Score -1.639717e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -16397270.000000 Penalty: 3880.991943
	Iteration 17Q: 3 clusters Score -1.639727e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 152025 members 
Entering Unmasked Estep 
Score: -16397327.000000 Penalty: 3880.991943
	Iteration 18Q: 3 clusters Score -1.639733e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -16397423.000000 Penalty: 3880.991943
	Iteration 19Q: 3 clusters Score -1.639742e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 152294 members 
Entering Unmasked Estep 
Score: -16397498.000000 Penalty: 3880.991943
	Iteration 20F: 3 clusters Score -1.63975e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -16397537.000000 Penalty: 3880.991943
	Iteration 21Q: 3 clusters Score -1.639754e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -16397591.000000 Penalty: 3880.991943
	Iteration 22Q: 3 clusters Score -1.639759e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -16397614.000000 Penalty: 3880.991943
	Iteration 23Q: 3 clusters Score -1.639761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 152583 members 
Entering Unmasked Estep 
Score: -16397619.000000 Penalty: 3880.991943
	Iteration 24Q: 3 clusters Score -1.639762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -16397637.000000 Penalty: 3880.991943
	Iteration 25Q: 3 clusters Score -1.639764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -16397670.000000 Penalty: 3880.991943
	Iteration 26Q: 3 clusters Score -1.639767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 152670 members 
Entering Unmasked Estep 
Score: -16397689.000000 Penalty: 3880.991943
	Iteration 27Q: 3 clusters Score -1.639769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 152700 members 
Entering Unmasked Estep 
Score: -16397699.000000 Penalty: 3880.991943
	Iteration 28Q: 3 clusters Score -1.63977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -16397713.000000 Penalty: 3880.991943
	Iteration 29Q: 3 clusters Score -1.639771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -16397723.000000 Penalty: 3880.991943
	Iteration 30Q: 3 clusters Score -1.639772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -16397744.000000 Penalty: 3880.991943
	Iteration 31Q: 3 clusters Score -1.639774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 152756 members 
Entering Unmasked Estep 
Score: -16397766.000000 Penalty: 3880.991943
	Iteration 32Q: 3 clusters Score -1.639777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -16397761.000000 Penalty: 3880.991943
	Iteration 33Q: 3 clusters Score -1.639776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -16397768.000000 Penalty: 3880.991943
	Iteration 34Q: 3 clusters Score -1.639777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 152770 members 
Entering Unmasked Estep 
Score: -16397778.000000 Penalty: 3880.991943
	Iteration 35Q: 3 clusters Score -1.639778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -16397778.000000 Penalty: 3880.991943
	Iteration 36Q: 3 clusters Score -1.639778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -16397780.000000 Penalty: 3880.991943
	Iteration 37Q: 3 clusters Score -1.639778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -16397789.000000 Penalty: 3880.991943
	Iteration 38Q: 3 clusters Score -1.639779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -16397781.000000 Penalty: 3880.991943
	Iteration 39Q: 3 clusters Score -1.639778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -16397786.000000 Penalty: 3880.991943
	Iteration 40F: 3 clusters Score -1.639779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 152791 members 
Entering Unmasked Estep 
Score: -16397778.000000 Penalty: 3880.991943
	Iteration 41Q: 3 clusters Score -1.639778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -16397783.000000 Penalty: 3880.991943
	Iteration 42Q: 3 clusters Score -1.639778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 152791 members 
Entering Unmasked Estep 
Score: -16397782.000000 Penalty: 3880.991943
	Iteration 43Q: 3 clusters Score -1.639778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 152791 members 
Entering Unmasked Estep 
Score: -16397782.000000 Penalty: 3880.991943
	Iteration 44F: 3 clusters Score -1.639778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -1241195.000000 Penalty: 1525.152466
	Iteration 0F: 2 clusters Score -1241195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1232802.500000 Penalty: 3050.304932
	Iteration 0F: 3 clusters Score -1232802 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1235672.375000 Penalty: 3050.304932
	Iteration 1F: 3 clusters Score -1235672 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1235977.000000 Penalty: 3050.304932
	Iteration 2F: 3 clusters Score -1235977 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1236272.750000 Penalty: 3050.304932
	Iteration 3Q: 3 clusters Score -1236273 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1236631.625000 Penalty: 3050.304932
	Iteration 4F: 3 clusters Score -1236632 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1236993.250000 Penalty: 3050.304932
	Iteration 5F: 3 clusters Score -1236993 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1237361.500000 Penalty: 3050.304932
	Iteration 6F: 3 clusters Score -1237362 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1237711.250000 Penalty: 3050.304932
	Iteration 7Q: 3 clusters Score -1237711 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1238006.750000 Penalty: 3050.304932
	Iteration 8Q: 3 clusters Score -1238007 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1238268.875000 Penalty: 3050.304932
	Iteration 9Q: 3 clusters Score -1238269 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1238508.375000 Penalty: 3050.304932
	Iteration 10Q: 3 clusters Score -1238508 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1238711.625000 Penalty: 3050.304932
	Iteration 11Q: 3 clusters Score -1238712 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1238872.750000 Penalty: 3050.304932
	Iteration 12Q: 3 clusters Score -1238873 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1239009.750000 Penalty: 3050.304932
	Iteration 13Q: 3 clusters Score -1239010 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1239155.375000 Penalty: 3050.304932
	Iteration 14Q: 3 clusters Score -1239155 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1239257.250000 Penalty: 3050.304932
	Iteration 15Q: 3 clusters Score -1239257 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1239354.125000 Penalty: 3050.304932
	Iteration 16Q: 3 clusters Score -1239354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1239436.125000 Penalty: 3050.304932
	Iteration 17Q: 3 clusters Score -1239436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1239516.250000 Penalty: 3050.304932
	Iteration 18Q: 3 clusters Score -1239516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1239597.500000 Penalty: 3050.304932
	Iteration 19Q: 3 clusters Score -1239598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1239670.125000 Penalty: 3050.304932
	Iteration 20F: 3 clusters Score -1239670 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1239733.125000 Penalty: 3050.304932
	Iteration 21Q: 3 clusters Score -1239733 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1239800.875000 Penalty: 3050.304932
	Iteration 22Q: 3 clusters Score -1239801 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1239868.500000 Penalty: 3050.304932
	Iteration 23Q: 3 clusters Score -1239868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1239924.500000 Penalty: 3050.304932
	Iteration 24Q: 3 clusters Score -1239924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1239984.625000 Penalty: 3050.304932
	Iteration 25Q: 3 clusters Score -1239985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1240036.500000 Penalty: 3050.304932
	Iteration 26Q: 3 clusters Score -1240036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1240085.375000 Penalty: 3050.304932
	Iteration 27Q: 3 clusters Score -1240085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1240130.750000 Penalty: 3050.304932
	Iteration 28Q: 3 clusters Score -1240131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1240192.875000 Penalty: 3050.304932
	Iteration 29Q: 3 clusters Score -1240193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1240262.750000 Penalty: 3050.304932
	Iteration 30Q: 3 clusters Score -1240263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1240357.500000 Penalty: 3050.304932
	Iteration 31Q: 3 clusters Score -1240358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1240461.250000 Penalty: 3050.304932
	Iteration 32Q: 3 clusters Score -1240461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1240520.125000 Penalty: 3050.304932
	Iteration 33Q: 3 clusters Score -1240520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1240549.875000 Penalty: 3050.304932
	Iteration 34Q: 3 clusters Score -1240550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1240574.875000 Penalty: 3050.304932
	Iteration 35Q: 3 clusters Score -1240575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1240585.375000 Penalty: 3050.304932
	Iteration 36Q: 3 clusters Score -1240585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1240592.875000 Penalty: 3050.304932
	Iteration 37Q: 3 clusters Score -1240593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1240594.750000 Penalty: 3050.304932
	Iteration 38Q: 3 clusters Score -1240595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1240597.750000 Penalty: 3050.304932
	Iteration 39Q: 3 clusters Score -1240598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1240599.625000 Penalty: 3050.304932
	Iteration 40F: 3 clusters Score -1240600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1240603.750000 Penalty: 3050.304932
	Iteration 41Q: 3 clusters Score -1240604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1240604.750000 Penalty: 3050.304932
	Iteration 42Q: 3 clusters Score -1240605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1240604.125000 Penalty: 3050.304932
	Iteration 43Q: 3 clusters Score -1240604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1240605.375000 Penalty: 3050.304932
	Iteration 44Q: 3 clusters Score -1240605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1240605.375000 Penalty: 3050.304932
	Iteration 45F: 3 clusters Score -1240605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180171 members 
Entering Unmasked Estep 
Score: -19282440.000000 Penalty: 1966.520020
	Iteration 0F: 2 clusters Score -1.928244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -19169082.000000 Penalty: 3933.040039
	Iteration 0F: 3 clusters Score -1.916908e+07 nChanged 87516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -19221746.000000 Penalty: 3933.040039
	Iteration 1F: 3 clusters Score -1.922175e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -19223626.000000 Penalty: 3933.040039
	Iteration 2Q: 3 clusters Score -1.922363e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -19227310.000000 Penalty: 3933.040039
	Iteration 3Q: 3 clusters Score -1.922731e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -19233616.000000 Penalty: 3933.040039
	Iteration 4F: 3 clusters Score -1.923362e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -19243332.000000 Penalty: 3933.040039
	Iteration 5F: 3 clusters Score -1.924333e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -19255148.000000 Penalty: 3933.040039
	Iteration 6F: 3 clusters Score -1.925515e+07 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -19265804.000000 Penalty: 3933.040039
	Iteration 7F: 3 clusters Score -1.92658e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -19272702.000000 Penalty: 3933.040039
	Iteration 8F: 3 clusters Score -1.92727e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148205 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -19276502.000000 Penalty: 3933.040039
	Iteration 9Q: 3 clusters Score -1.92765e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -19278294.000000 Penalty: 3933.040039
	Iteration 10Q: 3 clusters Score -1.927829e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -19279036.000000 Penalty: 3933.040039
	Iteration 11Q: 3 clusters Score -1.927904e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152660 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -19279620.000000 Penalty: 3933.040039
	Iteration 12Q: 3 clusters Score -1.927962e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -19280150.000000 Penalty: 3933.040039
	Iteration 13Q: 3 clusters Score -1.928015e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -19280580.000000 Penalty: 3933.040039
	Iteration 14Q: 3 clusters Score -1.928058e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -19281000.000000 Penalty: 3933.040039
	Iteration 15Q: 3 clusters Score -1.9281e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -19281258.000000 Penalty: 3933.040039
	Iteration 16Q: 3 clusters Score -1.928126e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -19281586.000000 Penalty: 3933.040039
	Iteration 17Q: 3 clusters Score -1.928159e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157677 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -19281714.000000 Penalty: 3933.040039
	Iteration 18Q: 3 clusters Score -1.928171e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -19281884.000000 Penalty: 3933.040039
	Iteration 19Q: 3 clusters Score -1.928188e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -19281950.000000 Penalty: 3933.040039
	Iteration 20F: 3 clusters Score -1.928195e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -19282036.000000 Penalty: 3933.040039
	Iteration 21Q: 3 clusters Score -1.928204e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -19282030.000000 Penalty: 3933.040039
	Iteration 22Q: 3 clusters Score -1.928203e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -19282146.000000 Penalty: 3933.040039
	Iteration 23Q: 3 clusters Score -1.928215e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -19282172.000000 Penalty: 3933.040039
	Iteration 24Q: 3 clusters Score -1.928217e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -19282172.000000 Penalty: 3933.040039
	Iteration 25Q: 3 clusters Score -1.928217e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -19282198.000000 Penalty: 3933.040039
	Iteration 26Q: 3 clusters Score -1.92822e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161804 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -19282228.000000 Penalty: 3933.040039
	Iteration 27Q: 3 clusters Score -1.928223e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -19282248.000000 Penalty: 3933.040039
	Iteration 28Q: 3 clusters Score -1.928225e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -19282234.000000 Penalty: 3933.040039
	Iteration 29Q: 3 clusters Score -1.928223e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -19282258.000000 Penalty: 3933.040039
	Iteration 30Q: 3 clusters Score -1.928226e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -19282274.000000 Penalty: 3933.040039
	Iteration 31Q: 3 clusters Score -1.928227e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -19282240.000000 Penalty: 3933.040039
	Iteration 32Q: 3 clusters Score -1.928224e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -19282256.000000 Penalty: 3933.040039
	Iteration 33Q: 3 clusters Score -1.928226e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -19282246.000000 Penalty: 3933.040039
	Iteration 34Q: 3 clusters Score -1.928225e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -19282246.000000 Penalty: 3933.040039
	Iteration 35Q: 3 clusters Score -1.928225e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -19282266.000000 Penalty: 3933.040039
	Iteration 36Q: 3 clusters Score -1.928227e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -19282268.000000 Penalty: 3933.040039
	Iteration 37Q: 3 clusters Score -1.928227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -19282228.000000 Penalty: 3933.040039
	Iteration 38Q: 3 clusters Score -1.928223e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -19282248.000000 Penalty: 3933.040039
	Iteration 39Q: 3 clusters Score -1.928225e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -19282250.000000 Penalty: 3933.040039
	Iteration 40F: 3 clusters Score -1.928225e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -19282238.000000 Penalty: 3933.040039
	Iteration 41Q: 3 clusters Score -1.928224e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -19282232.000000 Penalty: 3933.040039
	Iteration 42Q: 3 clusters Score -1.928223e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -19282192.000000 Penalty: 3933.040039
	Iteration 43Q: 3 clusters Score -1.928219e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -19282206.000000 Penalty: 3933.040039
	Iteration 44Q: 3 clusters Score -1.928221e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -19282196.000000 Penalty: 3933.040039
	Iteration 45Q: 3 clusters Score -1.92822e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -19282212.000000 Penalty: 3933.040039
	Iteration 46Q: 3 clusters Score -1.928221e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -19282224.000000 Penalty: 3933.040039
	Iteration 47Q: 3 clusters Score -1.928222e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -19282182.000000 Penalty: 3933.040039
	Iteration 48Q: 3 clusters Score -1.928218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -19282158.000000 Penalty: 3933.040039
	Iteration 49Q: 3 clusters Score -1.928216e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -19282184.000000 Penalty: 3933.040039
	Iteration 50Q: 3 clusters Score -1.928218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -19282136.000000 Penalty: 3933.040039
	Iteration 51Q: 3 clusters Score -1.928214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -19282126.000000 Penalty: 3933.040039
	Iteration 52Q: 3 clusters Score -1.928213e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -19282106.000000 Penalty: 3933.040039
	Iteration 53Q: 3 clusters Score -1.928211e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -19282118.000000 Penalty: 3933.040039
	Iteration 54Q: 3 clusters Score -1.928212e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -19282090.000000 Penalty: 3933.040039
	Iteration 55Q: 3 clusters Score -1.928209e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -19282086.000000 Penalty: 3933.040039
	Iteration 56Q: 3 clusters Score -1.928209e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166133 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -19282070.000000 Penalty: 3933.040039
	Iteration 57Q: 3 clusters Score -1.928207e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166214 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -19282044.000000 Penalty: 3933.040039
	Iteration 58Q: 3 clusters Score -1.928204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166290 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -19282054.000000 Penalty: 3933.040039
	Iteration 59Q: 3 clusters Score -1.928205e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -19282072.000000 Penalty: 3933.040039
	Iteration 60F: 3 clusters Score -1.928207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -19282072.000000 Penalty: 3933.040039
	Iteration 61Q: 3 clusters Score -1.928207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166470 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -19282052.000000 Penalty: 3933.040039
	Iteration 62Q: 3 clusters Score -1.928205e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -19282052.000000 Penalty: 3933.040039
	Iteration 63Q: 3 clusters Score -1.928205e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -19282056.000000 Penalty: 3933.040039
	Iteration 64Q: 3 clusters Score -1.928206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -19282060.000000 Penalty: 3933.040039
	Iteration 65Q: 3 clusters Score -1.928206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -19282042.000000 Penalty: 3933.040039
	Iteration 66Q: 3 clusters Score -1.928204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -19282034.000000 Penalty: 3933.040039
	Iteration 67Q: 3 clusters Score -1.928203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166709 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -19282056.000000 Penalty: 3933.040039
	Iteration 68Q: 3 clusters Score -1.928206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166735 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -19282078.000000 Penalty: 3933.040039
	Iteration 69Q: 3 clusters Score -1.928208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -19282062.000000 Penalty: 3933.040039
	Iteration 70Q: 3 clusters Score -1.928206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -19282064.000000 Penalty: 3933.040039
	Iteration 71Q: 3 clusters Score -1.928206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -19282050.000000 Penalty: 3933.040039
	Iteration 72Q: 3 clusters Score -1.928205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -19282058.000000 Penalty: 3933.040039
	Iteration 73Q: 3 clusters Score -1.928206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166867 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -19282042.000000 Penalty: 3933.040039
	Iteration 74Q: 3 clusters Score -1.928204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -19282044.000000 Penalty: 3933.040039
	Iteration 75Q: 3 clusters Score -1.928204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -19282038.000000 Penalty: 3933.040039
	Iteration 76Q: 3 clusters Score -1.928204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -19282030.000000 Penalty: 3933.040039
	Iteration 77Q: 3 clusters Score -1.928203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -19282020.000000 Penalty: 3933.040039
	Iteration 78Q: 3 clusters Score -1.928202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -19282030.000000 Penalty: 3933.040039
	Iteration 79Q: 3 clusters Score -1.928203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -19282028.000000 Penalty: 3933.040039
	Iteration 80F: 3 clusters Score -1.928203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -19282032.000000 Penalty: 3933.040039
	Iteration 81Q: 3 clusters Score -1.928203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -19282036.000000 Penalty: 3933.040039
	Iteration 82Q: 3 clusters Score -1.928204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -19282056.000000 Penalty: 3933.040039
	Iteration 83Q: 3 clusters Score -1.928206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -19282040.000000 Penalty: 3933.040039
	Iteration 84Q: 3 clusters Score -1.928204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -19282024.000000 Penalty: 3933.040039
	Iteration 85Q: 3 clusters Score -1.928202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -19282028.000000 Penalty: 3933.040039
	Iteration 86Q: 3 clusters Score -1.928203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -19282030.000000 Penalty: 3933.040039
	Iteration 87Q: 3 clusters Score -1.928203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -19282034.000000 Penalty: 3933.040039
	Iteration 88Q: 3 clusters Score -1.928203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -19282026.000000 Penalty: 3933.040039
	Iteration 89Q: 3 clusters Score -1.928203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -19282028.000000 Penalty: 3933.040039
	Iteration 90Q: 3 clusters Score -1.928203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -19282030.000000 Penalty: 3933.040039
	Iteration 91Q: 3 clusters Score -1.928203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -19282014.000000 Penalty: 3933.040039
	Iteration 92Q: 3 clusters Score -1.928201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -19282014.000000 Penalty: 3933.040039
	Iteration 93Q: 3 clusters Score -1.928201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -19281996.000000 Penalty: 3933.040039
	Iteration 94Q: 3 clusters Score -1.9282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167104 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -19282010.000000 Penalty: 3933.040039
	Iteration 95Q: 3 clusters Score -1.928201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167112 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -19282014.000000 Penalty: 3933.040039
	Iteration 96Q: 3 clusters Score -1.928201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -19282012.000000 Penalty: 3933.040039
	Iteration 97Q: 3 clusters Score -1.928201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -19282028.000000 Penalty: 3933.040039
	Iteration 98Q: 3 clusters Score -1.928203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -19282034.000000 Penalty: 3933.040039
	Iteration 99Q: 3 clusters Score -1.928203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -19282050.000000 Penalty: 3933.040039
	Iteration 100F: 3 clusters Score -1.928205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -19282038.000000 Penalty: 3933.040039
	Iteration 101Q: 3 clusters Score -1.928204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167203 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -19282042.000000 Penalty: 3933.040039
	Iteration 102Q: 3 clusters Score -1.928204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -19282022.000000 Penalty: 3933.040039
	Iteration 103Q: 3 clusters Score -1.928202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -19282022.000000 Penalty: 3933.040039
	Iteration 104Q: 3 clusters Score -1.928202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -19282026.000000 Penalty: 3933.040039
	Iteration 105Q: 3 clusters Score -1.928203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -19282018.000000 Penalty: 3933.040039
	Iteration 106Q: 3 clusters Score -1.928202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -19282016.000000 Penalty: 3933.040039
	Iteration 107Q: 3 clusters Score -1.928202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167271 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -19282018.000000 Penalty: 3933.040039
	Iteration 108Q: 3 clusters Score -1.928202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -19282018.000000 Penalty: 3933.040039
	Iteration 109Q: 3 clusters Score -1.928202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -19282022.000000 Penalty: 3933.040039
	Iteration 110Q: 3 clusters Score -1.928202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -19282040.000000 Penalty: 3933.040039
	Iteration 111Q: 3 clusters Score -1.928204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -19282036.000000 Penalty: 3933.040039
	Iteration 112Q: 3 clusters Score -1.928204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -19282048.000000 Penalty: 3933.040039
	Iteration 113Q: 3 clusters Score -1.928205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167314 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -19282040.000000 Penalty: 3933.040039
	Iteration 114Q: 3 clusters Score -1.928204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -19282048.000000 Penalty: 3933.040039
	Iteration 115Q: 3 clusters Score -1.928205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -19282044.000000 Penalty: 3933.040039
	Iteration 116Q: 3 clusters Score -1.928204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -19282046.000000 Penalty: 3933.040039
	Iteration 117Q: 3 clusters Score -1.928205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -19282042.000000 Penalty: 3933.040039
	Iteration 118Q: 3 clusters Score -1.928204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -19282048.000000 Penalty: 3933.040039
	Iteration 119Q: 3 clusters Score -1.928205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -19282048.000000 Penalty: 3933.040039
	Iteration 120F: 3 clusters Score -1.928205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Entering Unmasked Estep 
Score: -2397393.500000 Penalty: 1628.939697
	Iteration 0F: 2 clusters Score -2397394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2381961.500000 Penalty: 3257.879395
	Iteration 0F: 3 clusters Score -2381962 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2387743.250000 Penalty: 3257.879395
	Iteration 1F: 3 clusters Score -2387743 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2388188.250000 Penalty: 3257.879395
	Iteration 2Q: 3 clusters Score -2388188 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2388661.000000 Penalty: 3257.879395
	Iteration 3Q: 3 clusters Score -2388661 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2389241.750000 Penalty: 3257.879395
	Iteration 4Q: 3 clusters Score -2389242 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2390066.500000 Penalty: 3257.879395
	Iteration 5F: 3 clusters Score -2390066 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2391157.000000 Penalty: 3257.879395
	Iteration 6F: 3 clusters Score -2391157 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2392363.500000 Penalty: 3257.879395
	Iteration 7F: 3 clusters Score -2392364 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2393345.750000 Penalty: 3257.879395
	Iteration 8F: 3 clusters Score -2393346 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2393978.000000 Penalty: 3257.879395
	Iteration 9Q: 3 clusters Score -2393978 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2394398.250000 Penalty: 3257.879395
	Iteration 10Q: 3 clusters Score -2394398 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2394691.250000 Penalty: 3257.879395
	Iteration 11Q: 3 clusters Score -2394691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2394936.750000 Penalty: 3257.879395
	Iteration 12Q: 3 clusters Score -2394937 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2395146.750000 Penalty: 3257.879395
	Iteration 13Q: 3 clusters Score -2395147 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2395353.750000 Penalty: 3257.879395
	Iteration 14Q: 3 clusters Score -2395354 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2395525.000000 Penalty: 3257.879395
	Iteration 15Q: 3 clusters Score -2395525 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2395675.750000 Penalty: 3257.879395
	Iteration 16Q: 3 clusters Score -2395676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2395776.500000 Penalty: 3257.879395
	Iteration 17Q: 3 clusters Score -2395776 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2395866.750000 Penalty: 3257.879395
	Iteration 18Q: 3 clusters Score -2395867 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2395927.250000 Penalty: 3257.879395
	Iteration 19Q: 3 clusters Score -2395927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2395978.000000 Penalty: 3257.879395
	Iteration 20F: 3 clusters Score -2395978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2396032.250000 Penalty: 3257.879395
	Iteration 21Q: 3 clusters Score -2396032 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2396073.500000 Penalty: 3257.879395
	Iteration 22Q: 3 clusters Score -2396074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2396115.250000 Penalty: 3257.879395
	Iteration 23Q: 3 clusters Score -2396115 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2396145.500000 Penalty: 3257.879395
	Iteration 24Q: 3 clusters Score -2396146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2396173.750000 Penalty: 3257.879395
	Iteration 25Q: 3 clusters Score -2396174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2396194.250000 Penalty: 3257.879395
	Iteration 26Q: 3 clusters Score -2396194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2396206.500000 Penalty: 3257.879395
	Iteration 27Q: 3 clusters Score -2396206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2396214.750000 Penalty: 3257.879395
	Iteration 28Q: 3 clusters Score -2396215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2396218.750000 Penalty: 3257.879395
	Iteration 29Q: 3 clusters Score -2396219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2396222.750000 Penalty: 3257.879395
	Iteration 30Q: 3 clusters Score -2396223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2396233.250000 Penalty: 3257.879395
	Iteration 31Q: 3 clusters Score -2396233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2396240.750000 Penalty: 3257.879395
	Iteration 32Q: 3 clusters Score -2396241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2396244.750000 Penalty: 3257.879395
	Iteration 33Q: 3 clusters Score -2396245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2396249.000000 Penalty: 3257.879395
	Iteration 34Q: 3 clusters Score -2396249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2396259.250000 Penalty: 3257.879395
	Iteration 35Q: 3 clusters Score -2396259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2396262.750000 Penalty: 3257.879395
	Iteration 36Q: 3 clusters Score -2396263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2396268.250000 Penalty: 3257.879395
	Iteration 37Q: 3 clusters Score -2396268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2396270.250000 Penalty: 3257.879395
	Iteration 38Q: 3 clusters Score -2396270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2396273.500000 Penalty: 3257.879395
	Iteration 39Q: 3 clusters Score -2396274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2396275.500000 Penalty: 3257.879395
	Iteration 40F: 3 clusters Score -2396276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2396274.500000 Penalty: 3257.879395
	Iteration 41Q: 3 clusters Score -2396274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2396272.000000 Penalty: 3257.879395
	Iteration 42Q: 3 clusters Score -2396272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2396272.500000 Penalty: 3257.879395
	Iteration 43Q: 3 clusters Score -2396272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2396273.500000 Penalty: 3257.879395
	Iteration 44Q: 3 clusters Score -2396274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2396274.000000 Penalty: 3257.879395
	Iteration 45Q: 3 clusters Score -2396274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2396273.750000 Penalty: 3257.879395
	Iteration 46Q: 3 clusters Score -2396274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2396276.000000 Penalty: 3257.879395
	Iteration 47Q: 3 clusters Score -2396276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2396275.500000 Penalty: 3257.879395
	Iteration 48Q: 3 clusters Score -2396276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2396275.500000 Penalty: 3257.879395
	Iteration 49F: 3 clusters Score -2396276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Entering Unmasked Estep 
Score: -6137943.000000 Penalty: 1784.594238
	Iteration 0F: 2 clusters Score -6137943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -6098480.000000 Penalty: 3569.188477
	Iteration 0F: 3 clusters Score -6098480 nChanged 27846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6114415.500000 Penalty: 3569.188477
	Iteration 1F: 3 clusters Score -6114416 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6114903.500000 Penalty: 3569.188477
	Iteration 2Q: 3 clusters Score -6114904 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -6115490.000000 Penalty: 3569.188477
	Iteration 3Q: 3 clusters Score -6115490 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6116242.500000 Penalty: 3569.188477
	Iteration 4Q: 3 clusters Score -6116242 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -6117417.500000 Penalty: 3569.188477
	Iteration 5Q: 3 clusters Score -6117418 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -6119385.500000 Penalty: 3569.188477
	Iteration 6F: 3 clusters Score -6119386 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -6122336.000000 Penalty: 3569.188477
	Iteration 7F: 3 clusters Score -6122336 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -6126275.000000 Penalty: 3569.188477
	Iteration 8F: 3 clusters Score -6126275 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -6130263.500000 Penalty: 3569.188477
	Iteration 9F: 3 clusters Score -6130264 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6133288.000000 Penalty: 3569.188477
	Iteration 10F: 3 clusters Score -6133288 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6134857.000000 Penalty: 3569.188477
	Iteration 11Q: 3 clusters Score -6134857 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6135644.500000 Penalty: 3569.188477
	Iteration 12Q: 3 clusters Score -6135644 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6135954.000000 Penalty: 3569.188477
	Iteration 13Q: 3 clusters Score -6135954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6136102.000000 Penalty: 3569.188477
	Iteration 14Q: 3 clusters Score -6136102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6136174.000000 Penalty: 3569.188477
	Iteration 15Q: 3 clusters Score -6136174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6136246.000000 Penalty: 3569.188477
	Iteration 16Q: 3 clusters Score -6136246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6136292.500000 Penalty: 3569.188477
	Iteration 17Q: 3 clusters Score -6136292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6136305.000000 Penalty: 3569.188477
	Iteration 18Q: 3 clusters Score -6136305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6136328.500000 Penalty: 3569.188477
	Iteration 19Q: 3 clusters Score -6136328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6136350.500000 Penalty: 3569.188477
	Iteration 20F: 3 clusters Score -6136350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6136359.000000 Penalty: 3569.188477
	Iteration 21Q: 3 clusters Score -6136359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6136366.500000 Penalty: 3569.188477
	Iteration 22Q: 3 clusters Score -6136366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6136373.000000 Penalty: 3569.188477
	Iteration 23Q: 3 clusters Score -6136373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6136374.000000 Penalty: 3569.188477
	Iteration 24Q: 3 clusters Score -6136374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6136376.000000 Penalty: 3569.188477
	Iteration 25Q: 3 clusters Score -6136376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6136381.500000 Penalty: 3569.188477
	Iteration 26Q: 3 clusters Score -6136382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6136386.000000 Penalty: 3569.188477
	Iteration 27Q: 3 clusters Score -6136386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6136404.500000 Penalty: 3569.188477
	Iteration 28Q: 3 clusters Score -6136404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6136410.000000 Penalty: 3569.188477
	Iteration 29Q: 3 clusters Score -6136410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6136424.000000 Penalty: 3569.188477
	Iteration 30Q: 3 clusters Score -6136424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6136430.500000 Penalty: 3569.188477
	Iteration 31Q: 3 clusters Score -6136430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6136436.500000 Penalty: 3569.188477
	Iteration 32Q: 3 clusters Score -6136436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6136444.500000 Penalty: 3569.188477
	Iteration 33Q: 3 clusters Score -6136444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6136444.500000 Penalty: 3569.188477
	Iteration 34Q: 3 clusters Score -6136444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6136443.000000 Penalty: 3569.188477
	Iteration 35Q: 3 clusters Score -6136443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6136442.000000 Penalty: 3569.188477
	Iteration 36Q: 3 clusters Score -6136442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6136442.000000 Penalty: 3569.188477
	Iteration 37F: 3 clusters Score -6136442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Entering Unmasked Estep 
Score: -1380709.875000 Penalty: 1541.240479
	Iteration 0F: 2 clusters Score -1380710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1371550.375000 Penalty: 3082.480957
	Iteration 0F: 3 clusters Score -1371550 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1374736.500000 Penalty: 3082.480957
	Iteration 1F: 3 clusters Score -1374736 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1375103.375000 Penalty: 3082.480957
	Iteration 2F: 3 clusters Score -1375103 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1375435.375000 Penalty: 3082.480957
	Iteration 3F: 3 clusters Score -1375435 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1375710.625000 Penalty: 3082.480957
	Iteration 4Q: 3 clusters Score -1375711 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1375966.250000 Penalty: 3082.480957
	Iteration 5Q: 3 clusters Score -1375966 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1376204.000000 Penalty: 3082.480957
	Iteration 6Q: 3 clusters Score -1376204 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1376469.125000 Penalty: 3082.480957
	Iteration 7Q: 3 clusters Score -1376469 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1376778.625000 Penalty: 3082.480957
	Iteration 8Q: 3 clusters Score -1376779 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1377114.500000 Penalty: 3082.480957
	Iteration 9Q: 3 clusters Score -1377114 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1377448.250000 Penalty: 3082.480957
	Iteration 10Q: 3 clusters Score -1377448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1377769.875000 Penalty: 3082.480957
	Iteration 11Q: 3 clusters Score -1377770 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1378029.500000 Penalty: 3082.480957
	Iteration 12Q: 3 clusters Score -1378030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1378213.375000 Penalty: 3082.480957
	Iteration 13Q: 3 clusters Score -1378213 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1378357.500000 Penalty: 3082.480957
	Iteration 14Q: 3 clusters Score -1378358 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1378513.375000 Penalty: 3082.480957
	Iteration 15Q: 3 clusters Score -1378513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1378663.000000 Penalty: 3082.480957
	Iteration 16Q: 3 clusters Score -1378663 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1378800.500000 Penalty: 3082.480957
	Iteration 17Q: 3 clusters Score -1378800 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1378965.875000 Penalty: 3082.480957
	Iteration 18Q: 3 clusters Score -1378966 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1379105.750000 Penalty: 3082.480957
	Iteration 19Q: 3 clusters Score -1379106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1379230.000000 Penalty: 3082.480957
	Iteration 20F: 3 clusters Score -1379230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1379335.500000 Penalty: 3082.480957
	Iteration 21Q: 3 clusters Score -1379336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1379411.250000 Penalty: 3082.480957
	Iteration 22Q: 3 clusters Score -1379411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1379470.875000 Penalty: 3082.480957
	Iteration 23Q: 3 clusters Score -1379471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1379517.000000 Penalty: 3082.480957
	Iteration 24Q: 3 clusters Score -1379517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1379555.500000 Penalty: 3082.480957
	Iteration 25Q: 3 clusters Score -1379556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1379580.875000 Penalty: 3082.480957
	Iteration 26Q: 3 clusters Score -1379581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1379592.500000 Penalty: 3082.480957
	Iteration 27Q: 3 clusters Score -1379592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1379604.000000 Penalty: 3082.480957
	Iteration 28Q: 3 clusters Score -1379604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1379615.750000 Penalty: 3082.480957
	Iteration 29Q: 3 clusters Score -1379616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1379629.000000 Penalty: 3082.480957
	Iteration 30Q: 3 clusters Score -1379629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1379646.750000 Penalty: 3082.480957
	Iteration 31Q: 3 clusters Score -1379647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1379658.250000 Penalty: 3082.480957
	Iteration 32Q: 3 clusters Score -1379658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1379669.375000 Penalty: 3082.480957
	Iteration 33Q: 3 clusters Score -1379669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1379674.250000 Penalty: 3082.480957
	Iteration 34Q: 3 clusters Score -1379674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1379681.500000 Penalty: 3082.480957
	Iteration 35Q: 3 clusters Score -1379682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1379687.625000 Penalty: 3082.480957
	Iteration 36Q: 3 clusters Score -1379688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1379691.250000 Penalty: 3082.480957
	Iteration 37Q: 3 clusters Score -1379691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1379691.500000 Penalty: 3082.480957
	Iteration 38Q: 3 clusters Score -1379692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1379691.500000 Penalty: 3082.480957
	Iteration 39F: 3 clusters Score -1379692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -21792.537109 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -21792.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21056.263672 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -21056.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21436.078125 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -21436.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21766.933594 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -21766.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21899.626953 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -21899.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22064.146484 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -22064.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22162.474609 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -22162.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22262.542969 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -22262.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22262.542969 Penalty: 1833.619873
	Iteration 7F: 3 clusters Score -22262.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 180171 members 
Mstep: Class 4 contains 22567 members 
Mstep: Class 5 contains 58813 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 114 members 
Mstep: Class 8 contains 178295 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 10 contains 52865 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 24661 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 24487 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 3490 members 
Mstep: Class 19 contains 13644 members 
Entering Unmasked Estep 
Score: -84449832.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84451448.000000 to -84449832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (178295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Entering Unmasked Estep 
Score: -18980944.000000 Penalty: 1964.819214
	Iteration 0F: 2 clusters Score -1.898094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -18866640.000000 Penalty: 3929.638428
	Iteration 0F: 3 clusters Score -1.886664e+07 nChanged 86322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -18918048.000000 Penalty: 3929.638428
	Iteration 1F: 3 clusters Score -1.891805e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -18919762.000000 Penalty: 3929.638428
	Iteration 2Q: 3 clusters Score -1.891976e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -18922000.000000 Penalty: 3929.638428
	Iteration 3Q: 3 clusters Score -1.8922e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -18925428.000000 Penalty: 3929.638428
	Iteration 4Q: 3 clusters Score -1.892543e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -18930362.000000 Penalty: 3929.638428
	Iteration 5F: 3 clusters Score -1.893036e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -18937660.000000 Penalty: 3929.638428
	Iteration 6F: 3 clusters Score -1.893766e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -18946390.000000 Penalty: 3929.638428
	Iteration 7F: 3 clusters Score -1.894639e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -18952840.000000 Penalty: 3929.638428
	Iteration 8F: 3 clusters Score -1.895284e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -18955694.000000 Penalty: 3929.638428
	Iteration 9Q: 3 clusters Score -1.895569e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -18956544.000000 Penalty: 3929.638428
	Iteration 10Q: 3 clusters Score -1.895654e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -18956688.000000 Penalty: 3929.638428
	Iteration 11Q: 3 clusters Score -1.895669e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -18956846.000000 Penalty: 3929.638428
	Iteration 12Q: 3 clusters Score -1.895685e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -18956958.000000 Penalty: 3929.638428
	Iteration 13Q: 3 clusters Score -1.895696e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -18957268.000000 Penalty: 3929.638428
	Iteration 14Q: 3 clusters Score -1.895727e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -18957648.000000 Penalty: 3929.638428
	Iteration 15Q: 3 clusters Score -1.895765e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -18957988.000000 Penalty: 3929.638428
	Iteration 16Q: 3 clusters Score -1.895799e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -18958370.000000 Penalty: 3929.638428
	Iteration 17Q: 3 clusters Score -1.895837e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -18958780.000000 Penalty: 3929.638428
	Iteration 18Q: 3 clusters Score -1.895878e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -18959172.000000 Penalty: 3929.638428
	Iteration 19Q: 3 clusters Score -1.895917e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -18959608.000000 Penalty: 3929.638428
	Iteration 20F: 3 clusters Score -1.895961e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -18960032.000000 Penalty: 3929.638428
	Iteration 21Q: 3 clusters Score -1.896003e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -18960612.000000 Penalty: 3929.638428
	Iteration 22Q: 3 clusters Score -1.896061e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -18961078.000000 Penalty: 3929.638428
	Iteration 23Q: 3 clusters Score -1.896108e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -18961508.000000 Penalty: 3929.638428
	Iteration 24Q: 3 clusters Score -1.896151e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -18962020.000000 Penalty: 3929.638428
	Iteration 25Q: 3 clusters Score -1.896202e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116900 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -18962624.000000 Penalty: 3929.638428
	Iteration 26Q: 3 clusters Score -1.896262e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -18963134.000000 Penalty: 3929.638428
	Iteration 27Q: 3 clusters Score -1.896313e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -18963666.000000 Penalty: 3929.638428
	Iteration 28Q: 3 clusters Score -1.896367e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -18964160.000000 Penalty: 3929.638428
	Iteration 29Q: 3 clusters Score -1.896416e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -18964770.000000 Penalty: 3929.638428
	Iteration 30Q: 3 clusters Score -1.896477e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125613 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -18965210.000000 Penalty: 3929.638428
	Iteration 31Q: 3 clusters Score -1.896521e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -18965814.000000 Penalty: 3929.638428
	Iteration 32Q: 3 clusters Score -1.896581e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -18966566.000000 Penalty: 3929.638428
	Iteration 33Q: 3 clusters Score -1.896657e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -18967250.000000 Penalty: 3929.638428
	Iteration 34Q: 3 clusters Score -1.896725e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -18967898.000000 Penalty: 3929.638428
	Iteration 35Q: 3 clusters Score -1.89679e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -18968584.000000 Penalty: 3929.638428
	Iteration 36Q: 3 clusters Score -1.896858e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138186 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -18969470.000000 Penalty: 3929.638428
	Iteration 37Q: 3 clusters Score -1.896947e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140425 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -18970102.000000 Penalty: 3929.638428
	Iteration 38Q: 3 clusters Score -1.89701e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -18970776.000000 Penalty: 3929.638428
	Iteration 39Q: 3 clusters Score -1.897078e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -18971500.000000 Penalty: 3929.638428
	Iteration 40F: 3 clusters Score -1.89715e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -18971976.000000 Penalty: 3929.638428
	Iteration 41Q: 3 clusters Score -1.897198e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -18972478.000000 Penalty: 3929.638428
	Iteration 42Q: 3 clusters Score -1.897248e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150159 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -18972816.000000 Penalty: 3929.638428
	Iteration 43Q: 3 clusters Score -1.897282e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151739 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -18973112.000000 Penalty: 3929.638428
	Iteration 44Q: 3 clusters Score -1.897311e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -18973424.000000 Penalty: 3929.638428
	Iteration 45Q: 3 clusters Score -1.897342e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -18973784.000000 Penalty: 3929.638428
	Iteration 46Q: 3 clusters Score -1.897378e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -18974032.000000 Penalty: 3929.638428
	Iteration 47Q: 3 clusters Score -1.897403e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -18974252.000000 Penalty: 3929.638428
	Iteration 48Q: 3 clusters Score -1.897425e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -18974522.000000 Penalty: 3929.638428
	Iteration 49Q: 3 clusters Score -1.897452e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -18974850.000000 Penalty: 3929.638428
	Iteration 50Q: 3 clusters Score -1.897485e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -18975216.000000 Penalty: 3929.638428
	Iteration 51Q: 3 clusters Score -1.897522e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -18975498.000000 Penalty: 3929.638428
	Iteration 52Q: 3 clusters Score -1.89755e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -18975900.000000 Penalty: 3929.638428
	Iteration 53Q: 3 clusters Score -1.89759e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -18976168.000000 Penalty: 3929.638428
	Iteration 54Q: 3 clusters Score -1.897617e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164776 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -18976422.000000 Penalty: 3929.638428
	Iteration 55Q: 3 clusters Score -1.897642e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -18976706.000000 Penalty: 3929.638428
	Iteration 56Q: 3 clusters Score -1.897671e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -18977018.000000 Penalty: 3929.638428
	Iteration 57Q: 3 clusters Score -1.897702e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -18977226.000000 Penalty: 3929.638428
	Iteration 58Q: 3 clusters Score -1.897723e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -18977574.000000 Penalty: 3929.638428
	Iteration 59Q: 3 clusters Score -1.897757e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -18977934.000000 Penalty: 3929.638428
	Iteration 60F: 3 clusters Score -1.897793e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169461 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -18978276.000000 Penalty: 3929.638428
	Iteration 61Q: 3 clusters Score -1.897828e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -18978460.000000 Penalty: 3929.638428
	Iteration 62Q: 3 clusters Score -1.897846e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170518 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -18978790.000000 Penalty: 3929.638428
	Iteration 63Q: 3 clusters Score -1.897879e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -18979044.000000 Penalty: 3929.638428
	Iteration 64Q: 3 clusters Score -1.897904e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -18979294.000000 Penalty: 3929.638428
	Iteration 65Q: 3 clusters Score -1.897929e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -18979466.000000 Penalty: 3929.638428
	Iteration 66Q: 3 clusters Score -1.897947e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -18979638.000000 Penalty: 3929.638428
	Iteration 67Q: 3 clusters Score -1.897964e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -18979742.000000 Penalty: 3929.638428
	Iteration 68Q: 3 clusters Score -1.897974e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -18979788.000000 Penalty: 3929.638428
	Iteration 69Q: 3 clusters Score -1.897979e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -18979788.000000 Penalty: 3929.638428
	Iteration 70Q: 3 clusters Score -1.897979e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -18979866.000000 Penalty: 3929.638428
	Iteration 71Q: 3 clusters Score -1.897987e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -18979918.000000 Penalty: 3929.638428
	Iteration 72Q: 3 clusters Score -1.897992e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -18979938.000000 Penalty: 3929.638428
	Iteration 73Q: 3 clusters Score -1.897994e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -18979930.000000 Penalty: 3929.638428
	Iteration 74Q: 3 clusters Score -1.897993e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -18979990.000000 Penalty: 3929.638428
	Iteration 75Q: 3 clusters Score -1.897999e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -18979992.000000 Penalty: 3929.638428
	Iteration 76Q: 3 clusters Score -1.897999e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -18980020.000000 Penalty: 3929.638428
	Iteration 77Q: 3 clusters Score -1.898002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -18980040.000000 Penalty: 3929.638428
	Iteration 78Q: 3 clusters Score -1.898004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172547 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -18980076.000000 Penalty: 3929.638428
	Iteration 79Q: 3 clusters Score -1.898008e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -18980094.000000 Penalty: 3929.638428
	Iteration 80F: 3 clusters Score -1.898009e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -18980104.000000 Penalty: 3929.638428
	Iteration 81Q: 3 clusters Score -1.89801e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172568 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -18980114.000000 Penalty: 3929.638428
	Iteration 82Q: 3 clusters Score -1.898011e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172576 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -18980110.000000 Penalty: 3929.638428
	Iteration 83Q: 3 clusters Score -1.898011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -18980134.000000 Penalty: 3929.638428
	Iteration 84Q: 3 clusters Score -1.898013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -18980156.000000 Penalty: 3929.638428
	Iteration 85Q: 3 clusters Score -1.898016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -18980180.000000 Penalty: 3929.638428
	Iteration 86Q: 3 clusters Score -1.898018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -18980180.000000 Penalty: 3929.638428
	Iteration 87Q: 3 clusters Score -1.898018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172559 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -18980172.000000 Penalty: 3929.638428
	Iteration 88Q: 3 clusters Score -1.898017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -18980168.000000 Penalty: 3929.638428
	Iteration 89Q: 3 clusters Score -1.898017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -18980170.000000 Penalty: 3929.638428
	Iteration 90Q: 3 clusters Score -1.898017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -18980164.000000 Penalty: 3929.638428
	Iteration 91Q: 3 clusters Score -1.898016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -18980184.000000 Penalty: 3929.638428
	Iteration 92Q: 3 clusters Score -1.898018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -18980196.000000 Penalty: 3929.638428
	Iteration 93Q: 3 clusters Score -1.89802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172580 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -18980202.000000 Penalty: 3929.638428
	Iteration 94Q: 3 clusters Score -1.89802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172589 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -18980188.000000 Penalty: 3929.638428
	Iteration 95Q: 3 clusters Score -1.898019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -18980184.000000 Penalty: 3929.638428
	Iteration 96Q: 3 clusters Score -1.898018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18980194.000000 Penalty: 3929.638428
	Iteration 97Q: 3 clusters Score -1.898019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172626 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -18980164.000000 Penalty: 3929.638428
	Iteration 98Q: 3 clusters Score -1.898016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -18980198.000000 Penalty: 3929.638428
	Iteration 99Q: 3 clusters Score -1.89802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -18980200.000000 Penalty: 3929.638428
	Iteration 100F: 3 clusters Score -1.89802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -18980192.000000 Penalty: 3929.638428
	Iteration 101Q: 3 clusters Score -1.898019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -18980204.000000 Penalty: 3929.638428
	Iteration 102Q: 3 clusters Score -1.89802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172632 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -18980202.000000 Penalty: 3929.638428
	Iteration 103Q: 3 clusters Score -1.89802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18980210.000000 Penalty: 3929.638428
	Iteration 104Q: 3 clusters Score -1.898021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -18980206.000000 Penalty: 3929.638428
	Iteration 105Q: 3 clusters Score -1.898021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -18980222.000000 Penalty: 3929.638428
	Iteration 106Q: 3 clusters Score -1.898022e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172599 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -18980260.000000 Penalty: 3929.638428
	Iteration 107Q: 3 clusters Score -1.898026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172596 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -18980258.000000 Penalty: 3929.638428
	Iteration 108Q: 3 clusters Score -1.898026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -18980252.000000 Penalty: 3929.638428
	Iteration 109Q: 3 clusters Score -1.898025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -18980270.000000 Penalty: 3929.638428
	Iteration 110Q: 3 clusters Score -1.898027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -18980272.000000 Penalty: 3929.638428
	Iteration 111Q: 3 clusters Score -1.898027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -18980288.000000 Penalty: 3929.638428
	Iteration 112Q: 3 clusters Score -1.898029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -18980274.000000 Penalty: 3929.638428
	Iteration 113Q: 3 clusters Score -1.898027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -18980262.000000 Penalty: 3929.638428
	Iteration 114Q: 3 clusters Score -1.898026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -18980276.000000 Penalty: 3929.638428
	Iteration 115Q: 3 clusters Score -1.898028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -18980278.000000 Penalty: 3929.638428
	Iteration 116Q: 3 clusters Score -1.898028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -18980268.000000 Penalty: 3929.638428
	Iteration 117Q: 3 clusters Score -1.898027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -18980272.000000 Penalty: 3929.638428
	Iteration 118Q: 3 clusters Score -1.898027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -18980290.000000 Penalty: 3929.638428
	Iteration 119Q: 3 clusters Score -1.898029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172625 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -18980286.000000 Penalty: 3929.638428
	Iteration 120F: 3 clusters Score -1.898029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172616 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -18980304.000000 Penalty: 3929.638428
	Iteration 121Q: 3 clusters Score -1.89803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172611 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -18980322.000000 Penalty: 3929.638428
	Iteration 122Q: 3 clusters Score -1.898032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -18980316.000000 Penalty: 3929.638428
	Iteration 123Q: 3 clusters Score -1.898032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172602 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -18980320.000000 Penalty: 3929.638428
	Iteration 124Q: 3 clusters Score -1.898032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -18980326.000000 Penalty: 3929.638428
	Iteration 125Q: 3 clusters Score -1.898033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -18980342.000000 Penalty: 3929.638428
	Iteration 126Q: 3 clusters Score -1.898034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172589 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -18980328.000000 Penalty: 3929.638428
	Iteration 127Q: 3 clusters Score -1.898033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172585 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -18980336.000000 Penalty: 3929.638428
	Iteration 128Q: 3 clusters Score -1.898034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172581 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -18980342.000000 Penalty: 3929.638428
	Iteration 129Q: 3 clusters Score -1.898034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -18980322.000000 Penalty: 3929.638428
	Iteration 130Q: 3 clusters Score -1.898032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -18980336.000000 Penalty: 3929.638428
	Iteration 131Q: 3 clusters Score -1.898034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -18980336.000000 Penalty: 3929.638428
	Iteration 132Q: 3 clusters Score -1.898034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -18980328.000000 Penalty: 3929.638428
	Iteration 133Q: 3 clusters Score -1.898033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -18980336.000000 Penalty: 3929.638428
	Iteration 134Q: 3 clusters Score -1.898034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -18980336.000000 Penalty: 3929.638428
	Iteration 135Q: 3 clusters Score -1.898034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -18980328.000000 Penalty: 3929.638428
	Iteration 136Q: 3 clusters Score -1.898033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -18980320.000000 Penalty: 3929.638428
	Iteration 137Q: 3 clusters Score -1.898032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172572 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -18980332.000000 Penalty: 3929.638428
	Iteration 138Q: 3 clusters Score -1.898033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -18980330.000000 Penalty: 3929.638428
	Iteration 139Q: 3 clusters Score -1.898033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -18980330.000000 Penalty: 3929.638428
	Iteration 140F: 3 clusters Score -1.898033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -18980320.000000 Penalty: 3929.638428
	Iteration 141Q: 3 clusters Score -1.898032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172568 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -18980332.000000 Penalty: 3929.638428
	Iteration 142Q: 3 clusters Score -1.898033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -18980328.000000 Penalty: 3929.638428
	Iteration 143Q: 3 clusters Score -1.898033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -18980330.000000 Penalty: 3929.638428
	Iteration 144Q: 3 clusters Score -1.898033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -18980330.000000 Penalty: 3929.638428
	Iteration 145F: 3 clusters Score -1.898033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -481574.687500 Penalty: 1375.297729
	Iteration 0F: 2 clusters Score -481574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -477787.343750 Penalty: 2750.595459
	Iteration 0F: 3 clusters Score -477787.3 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -479257.062500 Penalty: 2750.595459
	Iteration 1F: 3 clusters Score -479257.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -479841.968750 Penalty: 2750.595459
	Iteration 2F: 3 clusters Score -479842 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -480401.000000 Penalty: 2750.595459
	Iteration 3F: 3 clusters Score -480401 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -480776.937500 Penalty: 2750.595459
	Iteration 4F: 3 clusters Score -480776.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -480967.781250 Penalty: 2750.595459
	Iteration 5F: 3 clusters Score -480967.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -481056.718750 Penalty: 2750.595459
	Iteration 6Q: 3 clusters Score -481056.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -481111.156250 Penalty: 2750.595459
	Iteration 7Q: 3 clusters Score -481111.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -481144.562500 Penalty: 2750.595459
	Iteration 8Q: 3 clusters Score -481144.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -481163.875000 Penalty: 2750.595459
	Iteration 9Q: 3 clusters Score -481163.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -481177.375000 Penalty: 2750.595459
	Iteration 10Q: 3 clusters Score -481177.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -481185.062500 Penalty: 2750.595459
	Iteration 11Q: 3 clusters Score -481185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -481191.468750 Penalty: 2750.595459
	Iteration 12Q: 3 clusters Score -481191.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -481195.781250 Penalty: 2750.595459
	Iteration 13Q: 3 clusters Score -481195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -481200.312500 Penalty: 2750.595459
	Iteration 14Q: 3 clusters Score -481200.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -481203.343750 Penalty: 2750.595459
	Iteration 15Q: 3 clusters Score -481203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -481205.781250 Penalty: 2750.595459
	Iteration 16Q: 3 clusters Score -481205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -481206.906250 Penalty: 2750.595459
	Iteration 17Q: 3 clusters Score -481206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -481208.343750 Penalty: 2750.595459
	Iteration 18Q: 3 clusters Score -481208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -481208.343750 Penalty: 2750.595459
	Iteration 19F: 3 clusters Score -481208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Entering Unmasked Estep 
Score: -5737637.500000 Penalty: 1767.268188
	Iteration 0F: 2 clusters Score -5737638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5702095.000000 Penalty: 3534.536377
	Iteration 0F: 3 clusters Score -5702095 nChanged 24795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5716336.000000 Penalty: 3534.536377
	Iteration 1F: 3 clusters Score -5716336 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5717023.500000 Penalty: 3534.536377
	Iteration 2Q: 3 clusters Score -5717024 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5717825.500000 Penalty: 3534.536377
	Iteration 3Q: 3 clusters Score -5717826 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5718930.000000 Penalty: 3534.536377
	Iteration 4Q: 3 clusters Score -5718930 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5720404.000000 Penalty: 3534.536377
	Iteration 5F: 3 clusters Score -5720404 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -5722616.500000 Penalty: 3534.536377
	Iteration 6F: 3 clusters Score -5722616 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -5725717.000000 Penalty: 3534.536377
	Iteration 7F: 3 clusters Score -5725717 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5728788.500000 Penalty: 3534.536377
	Iteration 8F: 3 clusters Score -5728788 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5730826.000000 Penalty: 3534.536377
	Iteration 9F: 3 clusters Score -5730826 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5731761.500000 Penalty: 3534.536377
	Iteration 10Q: 3 clusters Score -5731762 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -5732192.500000 Penalty: 3534.536377
	Iteration 11Q: 3 clusters Score -5732192 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5732535.000000 Penalty: 3534.536377
	Iteration 12Q: 3 clusters Score -5732535 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5732805.000000 Penalty: 3534.536377
	Iteration 13Q: 3 clusters Score -5732805 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -5733010.500000 Penalty: 3534.536377
	Iteration 14Q: 3 clusters Score -5733010 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5733209.500000 Penalty: 3534.536377
	Iteration 15Q: 3 clusters Score -5733210 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5733407.500000 Penalty: 3534.536377
	Iteration 16Q: 3 clusters Score -5733408 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5733593.000000 Penalty: 3534.536377
	Iteration 17Q: 3 clusters Score -5733593 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5733780.000000 Penalty: 3534.536377
	Iteration 18Q: 3 clusters Score -5733780 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -5733941.500000 Penalty: 3534.536377
	Iteration 19Q: 3 clusters Score -5733942 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5734134.000000 Penalty: 3534.536377
	Iteration 20F: 3 clusters Score -5734134 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -5734325.000000 Penalty: 3534.536377
	Iteration 21Q: 3 clusters Score -5734325 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5734470.000000 Penalty: 3534.536377
	Iteration 22Q: 3 clusters Score -5734470 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -5734663.500000 Penalty: 3534.536377
	Iteration 23Q: 3 clusters Score -5734664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -5734859.000000 Penalty: 3534.536377
	Iteration 24Q: 3 clusters Score -5734859 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5735017.000000 Penalty: 3534.536377
	Iteration 25Q: 3 clusters Score -5735017 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5735181.500000 Penalty: 3534.536377
	Iteration 26Q: 3 clusters Score -5735182 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -5735331.000000 Penalty: 3534.536377
	Iteration 27Q: 3 clusters Score -5735331 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -5735470.500000 Penalty: 3534.536377
	Iteration 28Q: 3 clusters Score -5735470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -5735617.500000 Penalty: 3534.536377
	Iteration 29Q: 3 clusters Score -5735618 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -5735745.500000 Penalty: 3534.536377
	Iteration 30Q: 3 clusters Score -5735746 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -5735850.000000 Penalty: 3534.536377
	Iteration 31Q: 3 clusters Score -5735850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -5735928.500000 Penalty: 3534.536377
	Iteration 32Q: 3 clusters Score -5735928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -5735995.500000 Penalty: 3534.536377
	Iteration 33Q: 3 clusters Score -5735996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -5736043.500000 Penalty: 3534.536377
	Iteration 34Q: 3 clusters Score -5736044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -5736069.000000 Penalty: 3534.536377
	Iteration 35Q: 3 clusters Score -5736069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -5736079.000000 Penalty: 3534.536377
	Iteration 36Q: 3 clusters Score -5736079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -5736119.000000 Penalty: 3534.536377
	Iteration 37Q: 3 clusters Score -5736119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -5736130.000000 Penalty: 3534.536377
	Iteration 38Q: 3 clusters Score -5736130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -5736145.000000 Penalty: 3534.536377
	Iteration 39Q: 3 clusters Score -5736145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -5736162.000000 Penalty: 3534.536377
	Iteration 40F: 3 clusters Score -5736162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -5736185.000000 Penalty: 3534.536377
	Iteration 41Q: 3 clusters Score -5736185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -5736202.000000 Penalty: 3534.536377
	Iteration 42Q: 3 clusters Score -5736202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -5736228.500000 Penalty: 3534.536377
	Iteration 43Q: 3 clusters Score -5736228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -5736248.500000 Penalty: 3534.536377
	Iteration 44Q: 3 clusters Score -5736248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -5736265.000000 Penalty: 3534.536377
	Iteration 45Q: 3 clusters Score -5736265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -5736277.000000 Penalty: 3534.536377
	Iteration 46Q: 3 clusters Score -5736277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -5736286.500000 Penalty: 3534.536377
	Iteration 47Q: 3 clusters Score -5736286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -5736301.000000 Penalty: 3534.536377
	Iteration 48Q: 3 clusters Score -5736301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -5736303.500000 Penalty: 3534.536377
	Iteration 49Q: 3 clusters Score -5736304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -5736315.000000 Penalty: 3534.536377
	Iteration 50Q: 3 clusters Score -5736315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -5736335.500000 Penalty: 3534.536377
	Iteration 51Q: 3 clusters Score -5736336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -5736336.000000 Penalty: 3534.536377
	Iteration 52Q: 3 clusters Score -5736336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -5736335.500000 Penalty: 3534.536377
	Iteration 53Q: 3 clusters Score -5736336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -5736334.500000 Penalty: 3534.536377
	Iteration 54Q: 3 clusters Score -5736334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -5736340.000000 Penalty: 3534.536377
	Iteration 55Q: 3 clusters Score -5736340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5736339.000000 Penalty: 3534.536377
	Iteration 56Q: 3 clusters Score -5736339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -5736342.500000 Penalty: 3534.536377
	Iteration 57Q: 3 clusters Score -5736342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -5736343.000000 Penalty: 3534.536377
	Iteration 58Q: 3 clusters Score -5736343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -5736351.500000 Penalty: 3534.536377
	Iteration 59Q: 3 clusters Score -5736352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -5736348.500000 Penalty: 3534.536377
	Iteration 60F: 3 clusters Score -5736348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5736347.000000 Penalty: 3534.536377
	Iteration 61Q: 3 clusters Score -5736347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -5736344.500000 Penalty: 3534.536377
	Iteration 62Q: 3 clusters Score -5736344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -5736344.500000 Penalty: 3534.536377
	Iteration 63F: 3 clusters Score -5736344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -337261.625000 Penalty: 1316.719482
	Iteration 0F: 2 clusters Score -337261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -334330.812500 Penalty: 2633.438965
	Iteration 0F: 3 clusters Score -334330.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -335114.875000 Penalty: 2633.438965
	Iteration 1F: 3 clusters Score -335114.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335438.781250 Penalty: 2633.438965
	Iteration 2F: 3 clusters Score -335438.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -335774.000000 Penalty: 2633.438965
	Iteration 3F: 3 clusters Score -335774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -336114.312500 Penalty: 2633.438965
	Iteration 4F: 3 clusters Score -336114.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -336458.125000 Penalty: 2633.438965
	Iteration 5F: 3 clusters Score -336458.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336795.468750 Penalty: 2633.438965
	Iteration 6F: 3 clusters Score -336795.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -337142.156250 Penalty: 2633.438965
	Iteration 7F: 3 clusters Score -337142.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -337477.468750 Penalty: 2633.438965
	Iteration 8F: 3 clusters Score -337477.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -337612.906250 Penalty: 2633.438965
	Iteration 9Q: 3 clusters Score -337612.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -337651.375000 Penalty: 2633.438965
	Iteration 10Q: 3 clusters Score -337651.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -337666.093750 Penalty: 2633.438965
	Iteration 11Q: 3 clusters Score -337666.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -337676.000000 Penalty: 2633.438965
	Iteration 12Q: 3 clusters Score -337676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -337678.625000 Penalty: 2633.438965
	Iteration 13Q: 3 clusters Score -337678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -337679.156250 Penalty: 2633.438965
	Iteration 14Q: 3 clusters Score -337679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -337681.468750 Penalty: 2633.438965
	Iteration 15Q: 3 clusters Score -337681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -337682.187500 Penalty: 2633.438965
	Iteration 16Q: 3 clusters Score -337682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -337683.750000 Penalty: 2633.438965
	Iteration 17Q: 3 clusters Score -337683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337683.625000 Penalty: 2633.438965
	Iteration 18Q: 3 clusters Score -337683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337683.625000 Penalty: 2633.438965
	Iteration 19F: 3 clusters Score -337683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 180171 members 
Mstep: Class 4 contains 22567 members 
Mstep: Class 5 contains 58813 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 178295 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 10 contains 52865 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 24661 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 24487 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 3490 members 
Mstep: Class 19 contains 13644 members 
Entering Unmasked Estep 
Score: -84450208.000000 Penalty: 39790.128906
Splitting cluster 11 changes total score from -84451448.000000 to -84450208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (24661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Entering Unmasked Estep 
Score: -2687248.750000 Penalty: 1643.358887
	Iteration 0F: 2 clusters Score -2687249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2670599.750000 Penalty: 3286.717773
	Iteration 0F: 3 clusters Score -2670600 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2676626.500000 Penalty: 3286.717773
	Iteration 1F: 3 clusters Score -2676626 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2677020.000000 Penalty: 3286.717773
	Iteration 2Q: 3 clusters Score -2677020 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2677496.500000 Penalty: 3286.717773
	Iteration 3Q: 3 clusters Score -2677496 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2678151.750000 Penalty: 3286.717773
	Iteration 4F: 3 clusters Score -2678152 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2679085.500000 Penalty: 3286.717773
	Iteration 5F: 3 clusters Score -2679086 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2680329.250000 Penalty: 3286.717773
	Iteration 6F: 3 clusters Score -2680329 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2681870.000000 Penalty: 3286.717773
	Iteration 7F: 3 clusters Score -2681870 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2683408.750000 Penalty: 3286.717773
	Iteration 8F: 3 clusters Score -2683409 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2684567.000000 Penalty: 3286.717773
	Iteration 9Q: 3 clusters Score -2684567 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2685245.500000 Penalty: 3286.717773
	Iteration 10Q: 3 clusters Score -2685246 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2685554.000000 Penalty: 3286.717773
	Iteration 11Q: 3 clusters Score -2685554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2685677.750000 Penalty: 3286.717773
	Iteration 12Q: 3 clusters Score -2685678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2685726.500000 Penalty: 3286.717773
	Iteration 13Q: 3 clusters Score -2685726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2685752.250000 Penalty: 3286.717773
	Iteration 14Q: 3 clusters Score -2685752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2685771.500000 Penalty: 3286.717773
	Iteration 15Q: 3 clusters Score -2685772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2685784.500000 Penalty: 3286.717773
	Iteration 16Q: 3 clusters Score -2685784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2685793.500000 Penalty: 3286.717773
	Iteration 17Q: 3 clusters Score -2685794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2685800.500000 Penalty: 3286.717773
	Iteration 18Q: 3 clusters Score -2685800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2685804.750000 Penalty: 3286.717773
	Iteration 19Q: 3 clusters Score -2685805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2685807.000000 Penalty: 3286.717773
	Iteration 20F: 3 clusters Score -2685807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2685807.250000 Penalty: 3286.717773
	Iteration 21Q: 3 clusters Score -2685807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2685807.250000 Penalty: 3286.717773
	Iteration 22F: 3 clusters Score -2685807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -264803.093750 Penalty: 1282.098022
	Iteration 0F: 2 clusters Score -264803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -262285.093750 Penalty: 2564.196045
	Iteration 0F: 3 clusters Score -262285.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262873.875000 Penalty: 2564.196045
	Iteration 1F: 3 clusters Score -262873.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262995.906250 Penalty: 2564.196045
	Iteration 2F: 3 clusters Score -262995.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263083.500000 Penalty: 2564.196045
	Iteration 3Q: 3 clusters Score -263083.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -263151.875000 Penalty: 2564.196045
	Iteration 4Q: 3 clusters Score -263151.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -263214.062500 Penalty: 2564.196045
	Iteration 5Q: 3 clusters Score -263214.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -263281.687500 Penalty: 2564.196045
	Iteration 6Q: 3 clusters Score -263281.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263339.687500 Penalty: 2564.196045
	Iteration 7Q: 3 clusters Score -263339.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -263388.250000 Penalty: 2564.196045
	Iteration 8Q: 3 clusters Score -263388.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -263441.312500 Penalty: 2564.196045
	Iteration 9Q: 3 clusters Score -263441.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -263489.656250 Penalty: 2564.196045
	Iteration 10Q: 3 clusters Score -263489.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -263537.156250 Penalty: 2564.196045
	Iteration 11Q: 3 clusters Score -263537.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263587.375000 Penalty: 2564.196045
	Iteration 12Q: 3 clusters Score -263587.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -263632.656250 Penalty: 2564.196045
	Iteration 13Q: 3 clusters Score -263632.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -263666.250000 Penalty: 2564.196045
	Iteration 14Q: 3 clusters Score -263666.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -263693.718750 Penalty: 2564.196045
	Iteration 15Q: 3 clusters Score -263693.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -263708.968750 Penalty: 2564.196045
	Iteration 16Q: 3 clusters Score -263709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -263727.031250 Penalty: 2564.196045
	Iteration 17Q: 3 clusters Score -263727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -263742.343750 Penalty: 2564.196045
	Iteration 18Q: 3 clusters Score -263742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -263749.468750 Penalty: 2564.196045
	Iteration 19Q: 3 clusters Score -263749.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -263756.718750 Penalty: 2564.196045
	Iteration 20F: 3 clusters Score -263756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -263760.531250 Penalty: 2564.196045
	Iteration 21Q: 3 clusters Score -263760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -263767.687500 Penalty: 2564.196045
	Iteration 22Q: 3 clusters Score -263767.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -263778.687500 Penalty: 2564.196045
	Iteration 23Q: 3 clusters Score -263778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -263789.125000 Penalty: 2564.196045
	Iteration 24Q: 3 clusters Score -263789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -263806.531250 Penalty: 2564.196045
	Iteration 25Q: 3 clusters Score -263806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -263820.906250 Penalty: 2564.196045
	Iteration 26Q: 3 clusters Score -263820.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -263841.156250 Penalty: 2564.196045
	Iteration 27Q: 3 clusters Score -263841.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -263863.750000 Penalty: 2564.196045
	Iteration 28Q: 3 clusters Score -263863.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -263889.437500 Penalty: 2564.196045
	Iteration 29Q: 3 clusters Score -263889.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -263918.281250 Penalty: 2564.196045
	Iteration 30Q: 3 clusters Score -263918.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -263936.781250 Penalty: 2564.196045
	Iteration 31Q: 3 clusters Score -263936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -263945.906250 Penalty: 2564.196045
	Iteration 32Q: 3 clusters Score -263945.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -263954.250000 Penalty: 2564.196045
	Iteration 33Q: 3 clusters Score -263954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263959.687500 Penalty: 2564.196045
	Iteration 34Q: 3 clusters Score -263959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -263965.625000 Penalty: 2564.196045
	Iteration 35Q: 3 clusters Score -263965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -263968.781250 Penalty: 2564.196045
	Iteration 36Q: 3 clusters Score -263968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -263973.343750 Penalty: 2564.196045
	Iteration 37Q: 3 clusters Score -263973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -263975.625000 Penalty: 2564.196045
	Iteration 38Q: 3 clusters Score -263975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -263976.281250 Penalty: 2564.196045
	Iteration 39Q: 3 clusters Score -263976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -263976.250000 Penalty: 2564.196045
	Iteration 40F: 3 clusters Score -263976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -263976.812500 Penalty: 2564.196045
	Iteration 41Q: 3 clusters Score -263976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -263979.343750 Penalty: 2564.196045
	Iteration 42Q: 3 clusters Score -263979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -263980.218750 Penalty: 2564.196045
	Iteration 43Q: 3 clusters Score -263980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -263980.656250 Penalty: 2564.196045
	Iteration 44Q: 3 clusters Score -263980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -263980.656250 Penalty: 2564.196045
	Iteration 45F: 3 clusters Score -263980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Entering Unmasked Estep 
Score: -2553797.500000 Penalty: 1642.208374
	Iteration 0F: 2 clusters Score -2553798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2537236.750000 Penalty: 3284.416748
	Iteration 0F: 3 clusters Score -2537237 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2543702.000000 Penalty: 3284.416748
	Iteration 1F: 3 clusters Score -2543702 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2544337.000000 Penalty: 3284.416748
	Iteration 2F: 3 clusters Score -2544337 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2545009.750000 Penalty: 3284.416748
	Iteration 3F: 3 clusters Score -2545010 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2545754.750000 Penalty: 3284.416748
	Iteration 4F: 3 clusters Score -2545755 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2546523.000000 Penalty: 3284.416748
	Iteration 5F: 3 clusters Score -2546523 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2547357.250000 Penalty: 3284.416748
	Iteration 6F: 3 clusters Score -2547357 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2548159.000000 Penalty: 3284.416748
	Iteration 7F: 3 clusters Score -2548159 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2548860.750000 Penalty: 3284.416748
	Iteration 8F: 3 clusters Score -2548861 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2549364.750000 Penalty: 3284.416748
	Iteration 9Q: 3 clusters Score -2549365 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2549653.000000 Penalty: 3284.416748
	Iteration 10Q: 3 clusters Score -2549653 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2549808.250000 Penalty: 3284.416748
	Iteration 11Q: 3 clusters Score -2549808 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2549927.000000 Penalty: 3284.416748
	Iteration 12Q: 3 clusters Score -2549927 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2550024.000000 Penalty: 3284.416748
	Iteration 13Q: 3 clusters Score -2550024 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2550114.250000 Penalty: 3284.416748
	Iteration 14Q: 3 clusters Score -2550114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2550186.750000 Penalty: 3284.416748
	Iteration 15Q: 3 clusters Score -2550187 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2550256.750000 Penalty: 3284.416748
	Iteration 16Q: 3 clusters Score -2550257 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2550312.250000 Penalty: 3284.416748
	Iteration 17Q: 3 clusters Score -2550312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2550357.750000 Penalty: 3284.416748
	Iteration 18Q: 3 clusters Score -2550358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2550399.500000 Penalty: 3284.416748
	Iteration 19Q: 3 clusters Score -2550400 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2550460.000000 Penalty: 3284.416748
	Iteration 20F: 3 clusters Score -2550460 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2550501.000000 Penalty: 3284.416748
	Iteration 21Q: 3 clusters Score -2550501 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2550524.500000 Penalty: 3284.416748
	Iteration 22Q: 3 clusters Score -2550524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2550556.000000 Penalty: 3284.416748
	Iteration 23Q: 3 clusters Score -2550556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2550598.000000 Penalty: 3284.416748
	Iteration 24Q: 3 clusters Score -2550598 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2550637.250000 Penalty: 3284.416748
	Iteration 25Q: 3 clusters Score -2550637 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2550681.000000 Penalty: 3284.416748
	Iteration 26Q: 3 clusters Score -2550681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2550730.250000 Penalty: 3284.416748
	Iteration 27Q: 3 clusters Score -2550730 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2550751.000000 Penalty: 3284.416748
	Iteration 28Q: 3 clusters Score -2550751 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2550791.000000 Penalty: 3284.416748
	Iteration 29Q: 3 clusters Score -2550791 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2550821.750000 Penalty: 3284.416748
	Iteration 30Q: 3 clusters Score -2550822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2550857.750000 Penalty: 3284.416748
	Iteration 31Q: 3 clusters Score -2550858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2550867.500000 Penalty: 3284.416748
	Iteration 32Q: 3 clusters Score -2550868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2550910.250000 Penalty: 3284.416748
	Iteration 33Q: 3 clusters Score -2550910 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2550934.750000 Penalty: 3284.416748
	Iteration 34Q: 3 clusters Score -2550935 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2550965.750000 Penalty: 3284.416748
	Iteration 35Q: 3 clusters Score -2550966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2550982.750000 Penalty: 3284.416748
	Iteration 36Q: 3 clusters Score -2550983 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2551011.500000 Penalty: 3284.416748
	Iteration 37Q: 3 clusters Score -2551012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2551043.500000 Penalty: 3284.416748
	Iteration 38Q: 3 clusters Score -2551044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2551070.500000 Penalty: 3284.416748
	Iteration 39Q: 3 clusters Score -2551070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2551095.750000 Penalty: 3284.416748
	Iteration 40F: 3 clusters Score -2551096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2551119.750000 Penalty: 3284.416748
	Iteration 41Q: 3 clusters Score -2551120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2551154.250000 Penalty: 3284.416748
	Iteration 42Q: 3 clusters Score -2551154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2551177.500000 Penalty: 3284.416748
	Iteration 43Q: 3 clusters Score -2551178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2551202.500000 Penalty: 3284.416748
	Iteration 44Q: 3 clusters Score -2551202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2551232.000000 Penalty: 3284.416748
	Iteration 45Q: 3 clusters Score -2551232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2551261.000000 Penalty: 3284.416748
	Iteration 46Q: 3 clusters Score -2551261 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2551282.000000 Penalty: 3284.416748
	Iteration 47Q: 3 clusters Score -2551282 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2551310.250000 Penalty: 3284.416748
	Iteration 48Q: 3 clusters Score -2551310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2551356.000000 Penalty: 3284.416748
	Iteration 49Q: 3 clusters Score -2551356 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2551384.500000 Penalty: 3284.416748
	Iteration 50Q: 3 clusters Score -2551384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2551418.000000 Penalty: 3284.416748
	Iteration 51Q: 3 clusters Score -2551418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2551457.000000 Penalty: 3284.416748
	Iteration 52Q: 3 clusters Score -2551457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2551486.250000 Penalty: 3284.416748
	Iteration 53Q: 3 clusters Score -2551486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2551507.250000 Penalty: 3284.416748
	Iteration 54Q: 3 clusters Score -2551507 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2551535.000000 Penalty: 3284.416748
	Iteration 55Q: 3 clusters Score -2551535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2551559.500000 Penalty: 3284.416748
	Iteration 56Q: 3 clusters Score -2551560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2551568.750000 Penalty: 3284.416748
	Iteration 57Q: 3 clusters Score -2551569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2551608.500000 Penalty: 3284.416748
	Iteration 58Q: 3 clusters Score -2551608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2551638.000000 Penalty: 3284.416748
	Iteration 59Q: 3 clusters Score -2551638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2551673.000000 Penalty: 3284.416748
	Iteration 60F: 3 clusters Score -2551673 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2551695.750000 Penalty: 3284.416748
	Iteration 61Q: 3 clusters Score -2551696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2551721.750000 Penalty: 3284.416748
	Iteration 62Q: 3 clusters Score -2551722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2551743.000000 Penalty: 3284.416748
	Iteration 63Q: 3 clusters Score -2551743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2551778.000000 Penalty: 3284.416748
	Iteration 64Q: 3 clusters Score -2551778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2551791.500000 Penalty: 3284.416748
	Iteration 65Q: 3 clusters Score -2551792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2551817.750000 Penalty: 3284.416748
	Iteration 66Q: 3 clusters Score -2551818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2551838.250000 Penalty: 3284.416748
	Iteration 67Q: 3 clusters Score -2551838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2551873.500000 Penalty: 3284.416748
	Iteration 68Q: 3 clusters Score -2551874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2551906.250000 Penalty: 3284.416748
	Iteration 69Q: 3 clusters Score -2551906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2551944.000000 Penalty: 3284.416748
	Iteration 70Q: 3 clusters Score -2551944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2551967.000000 Penalty: 3284.416748
	Iteration 71Q: 3 clusters Score -2551967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2551980.750000 Penalty: 3284.416748
	Iteration 72Q: 3 clusters Score -2551981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2552008.000000 Penalty: 3284.416748
	Iteration 73Q: 3 clusters Score -2552008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2552052.500000 Penalty: 3284.416748
	Iteration 74Q: 3 clusters Score -2552052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2552084.750000 Penalty: 3284.416748
	Iteration 75Q: 3 clusters Score -2552085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2552116.000000 Penalty: 3284.416748
	Iteration 76Q: 3 clusters Score -2552116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2552149.500000 Penalty: 3284.416748
	Iteration 77Q: 3 clusters Score -2552150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2552182.250000 Penalty: 3284.416748
	Iteration 78Q: 3 clusters Score -2552182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2552203.750000 Penalty: 3284.416748
	Iteration 79Q: 3 clusters Score -2552204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2552231.750000 Penalty: 3284.416748
	Iteration 80F: 3 clusters Score -2552232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2552248.250000 Penalty: 3284.416748
	Iteration 81Q: 3 clusters Score -2552248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2552281.250000 Penalty: 3284.416748
	Iteration 82Q: 3 clusters Score -2552281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2552297.500000 Penalty: 3284.416748
	Iteration 83Q: 3 clusters Score -2552298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2552312.500000 Penalty: 3284.416748
	Iteration 84Q: 3 clusters Score -2552312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2552330.750000 Penalty: 3284.416748
	Iteration 85Q: 3 clusters Score -2552331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2552341.000000 Penalty: 3284.416748
	Iteration 86Q: 3 clusters Score -2552341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2552356.000000 Penalty: 3284.416748
	Iteration 87Q: 3 clusters Score -2552356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2552369.000000 Penalty: 3284.416748
	Iteration 88Q: 3 clusters Score -2552369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2552380.750000 Penalty: 3284.416748
	Iteration 89Q: 3 clusters Score -2552381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2552393.500000 Penalty: 3284.416748
	Iteration 90Q: 3 clusters Score -2552394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2552399.750000 Penalty: 3284.416748
	Iteration 91Q: 3 clusters Score -2552400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2552408.750000 Penalty: 3284.416748
	Iteration 92Q: 3 clusters Score -2552409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2552420.000000 Penalty: 3284.416748
	Iteration 93Q: 3 clusters Score -2552420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2552430.000000 Penalty: 3284.416748
	Iteration 94Q: 3 clusters Score -2552430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2552433.000000 Penalty: 3284.416748
	Iteration 95Q: 3 clusters Score -2552433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2552443.000000 Penalty: 3284.416748
	Iteration 96Q: 3 clusters Score -2552443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2552441.500000 Penalty: 3284.416748
	Iteration 97Q: 3 clusters Score -2552442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2552446.250000 Penalty: 3284.416748
	Iteration 98Q: 3 clusters Score -2552446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2552446.500000 Penalty: 3284.416748
	Iteration 99Q: 3 clusters Score -2552446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2552449.750000 Penalty: 3284.416748
	Iteration 100F: 3 clusters Score -2552450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2552451.000000 Penalty: 3284.416748
	Iteration 101Q: 3 clusters Score -2552451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2552450.250000 Penalty: 3284.416748
	Iteration 102Q: 3 clusters Score -2552450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2552452.000000 Penalty: 3284.416748
	Iteration 103Q: 3 clusters Score -2552452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2552452.000000 Penalty: 3284.416748
	Iteration 104F: 3 clusters Score -2552452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Entering Unmasked Estep 
Score: -6485715.500000 Penalty: 1788.710938
	Iteration 0F: 2 clusters Score -6485716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -6445310.500000 Penalty: 3577.421875
	Iteration 0F: 3 clusters Score -6445310 nChanged 28480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -6461559.000000 Penalty: 3577.421875
	Iteration 1F: 3 clusters Score -6461559 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -6462416.000000 Penalty: 3577.421875
	Iteration 2Q: 3 clusters Score -6462416 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -6463563.000000 Penalty: 3577.421875
	Iteration 3Q: 3 clusters Score -6463563 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -6465038.000000 Penalty: 3577.421875
	Iteration 4F: 3 clusters Score -6465038 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -6467161.500000 Penalty: 3577.421875
	Iteration 5F: 3 clusters Score -6467162 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6470018.500000 Penalty: 3577.421875
	Iteration 6F: 3 clusters Score -6470018 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6473666.000000 Penalty: 3577.421875
	Iteration 7F: 3 clusters Score -6473666 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -6477119.500000 Penalty: 3577.421875
	Iteration 8F: 3 clusters Score -6477120 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -6479578.000000 Penalty: 3577.421875
	Iteration 9Q: 3 clusters Score -6479578 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -6481039.000000 Penalty: 3577.421875
	Iteration 10Q: 3 clusters Score -6481039 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6482076.000000 Penalty: 3577.421875
	Iteration 11Q: 3 clusters Score -6482076 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -6482813.000000 Penalty: 3577.421875
	Iteration 12Q: 3 clusters Score -6482813 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -6483317.500000 Penalty: 3577.421875
	Iteration 13Q: 3 clusters Score -6483318 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -6483692.500000 Penalty: 3577.421875
	Iteration 14Q: 3 clusters Score -6483692 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6483982.500000 Penalty: 3577.421875
	Iteration 15Q: 3 clusters Score -6483982 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6484217.000000 Penalty: 3577.421875
	Iteration 16Q: 3 clusters Score -6484217 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6484437.500000 Penalty: 3577.421875
	Iteration 17Q: 3 clusters Score -6484438 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6484658.500000 Penalty: 3577.421875
	Iteration 18Q: 3 clusters Score -6484658 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6484815.000000 Penalty: 3577.421875
	Iteration 19Q: 3 clusters Score -6484815 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6484942.500000 Penalty: 3577.421875
	Iteration 20F: 3 clusters Score -6484942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6485051.500000 Penalty: 3577.421875
	Iteration 21Q: 3 clusters Score -6485052 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6485156.000000 Penalty: 3577.421875
	Iteration 22Q: 3 clusters Score -6485156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6485203.000000 Penalty: 3577.421875
	Iteration 23Q: 3 clusters Score -6485203 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6485235.000000 Penalty: 3577.421875
	Iteration 24Q: 3 clusters Score -6485235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6485245.000000 Penalty: 3577.421875
	Iteration 25Q: 3 clusters Score -6485245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6485273.000000 Penalty: 3577.421875
	Iteration 26Q: 3 clusters Score -6485273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6485277.000000 Penalty: 3577.421875
	Iteration 27Q: 3 clusters Score -6485277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6485280.500000 Penalty: 3577.421875
	Iteration 28Q: 3 clusters Score -6485280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6485297.000000 Penalty: 3577.421875
	Iteration 29Q: 3 clusters Score -6485297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6485299.000000 Penalty: 3577.421875
	Iteration 30Q: 3 clusters Score -6485299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6485293.000000 Penalty: 3577.421875
	Iteration 31Q: 3 clusters Score -6485293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6485297.000000 Penalty: 3577.421875
	Iteration 32Q: 3 clusters Score -6485297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6485304.000000 Penalty: 3577.421875
	Iteration 33Q: 3 clusters Score -6485304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6485304.000000 Penalty: 3577.421875
	Iteration 34Q: 3 clusters Score -6485304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6485303.000000 Penalty: 3577.421875
	Iteration 35Q: 3 clusters Score -6485303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6485307.500000 Penalty: 3577.421875
	Iteration 36Q: 3 clusters Score -6485308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6485312.500000 Penalty: 3577.421875
	Iteration 37Q: 3 clusters Score -6485312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6485315.000000 Penalty: 3577.421875
	Iteration 38Q: 3 clusters Score -6485315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6485315.000000 Penalty: 3577.421875
	Iteration 39F: 3 clusters Score -6485315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -341120.562500 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -341120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -338147.468750 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -338147.5 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -338951.937500 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -338951.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339104.812500 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -339104.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -339200.062500 Penalty: 2651.238525
	Iteration 3Q: 3 clusters Score -339200.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -339284.437500 Penalty: 2651.238525
	Iteration 4Q: 3 clusters Score -339284.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -339368.187500 Penalty: 2651.238525
	Iteration 5Q: 3 clusters Score -339368.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -339437.875000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -339437.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -339502.562500 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -339502.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -339555.656250 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -339555.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -339590.281250 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -339590.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -339614.187500 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -339614.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -339631.187500 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -339631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -339646.187500 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -339646.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -339666.093750 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -339666.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -339679.218750 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -339679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -339687.656250 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -339687.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -339696.937500 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -339696.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -339702.437500 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -339702.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -339711.062500 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -339711.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -339716.156250 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -339716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -339722.718750 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -339722.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -339725.687500 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -339725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -339726.875000 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -339726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -339728.750000 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -339728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -339730.343750 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -339730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339731.093750 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -339731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339732.000000 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -339732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339732.437500 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -339732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339733.218750 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -339733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -339734.750000 Penalty: 2651.238525
	Iteration 29Q: 3 clusters Score -339734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339736.937500 Penalty: 2651.238525
	Iteration 30Q: 3 clusters Score -339736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -339739.156250 Penalty: 2651.238525
	Iteration 31Q: 3 clusters Score -339739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -339741.062500 Penalty: 2651.238525
	Iteration 32Q: 3 clusters Score -339741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -339742.218750 Penalty: 2651.238525
	Iteration 33Q: 3 clusters Score -339742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -339744.468750 Penalty: 2651.238525
	Iteration 34Q: 3 clusters Score -339744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -339746.218750 Penalty: 2651.238525
	Iteration 35Q: 3 clusters Score -339746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339747.187500 Penalty: 2651.238525
	Iteration 36Q: 3 clusters Score -339747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -339747.906250 Penalty: 2651.238525
	Iteration 37Q: 3 clusters Score -339747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -339748.531250 Penalty: 2651.238525
	Iteration 38Q: 3 clusters Score -339748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339749.906250 Penalty: 2651.238525
	Iteration 39Q: 3 clusters Score -339749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339750.656250 Penalty: 2651.238525
	Iteration 40F: 3 clusters Score -339750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Entering Unmasked Estep 
Score: -1482762.750000 Penalty: 1547.171509
	Iteration 0F: 2 clusters Score -1482763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1473175.375000 Penalty: 3094.343018
	Iteration 0F: 3 clusters Score -1473175 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1476565.625000 Penalty: 3094.343018
	Iteration 1F: 3 clusters Score -1476566 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1476834.250000 Penalty: 3094.343018
	Iteration 2F: 3 clusters Score -1476834 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1477011.750000 Penalty: 3094.343018
	Iteration 3Q: 3 clusters Score -1477012 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1477185.125000 Penalty: 3094.343018
	Iteration 4Q: 3 clusters Score -1477185 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1477351.250000 Penalty: 3094.343018
	Iteration 5Q: 3 clusters Score -1477351 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1477560.625000 Penalty: 3094.343018
	Iteration 6Q: 3 clusters Score -1477561 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1477812.875000 Penalty: 3094.343018
	Iteration 7Q: 3 clusters Score -1477813 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1478130.625000 Penalty: 3094.343018
	Iteration 8Q: 3 clusters Score -1478131 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1478503.875000 Penalty: 3094.343018
	Iteration 9Q: 3 clusters Score -1478504 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1479019.500000 Penalty: 3094.343018
	Iteration 10F: 3 clusters Score -1479020 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1479507.000000 Penalty: 3094.343018
	Iteration 11F: 3 clusters Score -1479507 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1479953.375000 Penalty: 3094.343018
	Iteration 12F: 3 clusters Score -1479953 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1480226.000000 Penalty: 3094.343018
	Iteration 13Q: 3 clusters Score -1480226 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1480358.625000 Penalty: 3094.343018
	Iteration 14Q: 3 clusters Score -1480359 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1480441.625000 Penalty: 3094.343018
	Iteration 15Q: 3 clusters Score -1480442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1480500.500000 Penalty: 3094.343018
	Iteration 16Q: 3 clusters Score -1480500 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1480535.750000 Penalty: 3094.343018
	Iteration 17Q: 3 clusters Score -1480536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1480571.250000 Penalty: 3094.343018
	Iteration 18Q: 3 clusters Score -1480571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1480590.125000 Penalty: 3094.343018
	Iteration 19Q: 3 clusters Score -1480590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1480611.750000 Penalty: 3094.343018
	Iteration 20F: 3 clusters Score -1480612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1480629.500000 Penalty: 3094.343018
	Iteration 21Q: 3 clusters Score -1480630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1480648.625000 Penalty: 3094.343018
	Iteration 22Q: 3 clusters Score -1480649 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1480668.625000 Penalty: 3094.343018
	Iteration 23Q: 3 clusters Score -1480669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1480689.625000 Penalty: 3094.343018
	Iteration 24Q: 3 clusters Score -1480690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1480718.875000 Penalty: 3094.343018
	Iteration 25Q: 3 clusters Score -1480719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1480736.750000 Penalty: 3094.343018
	Iteration 26Q: 3 clusters Score -1480737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1480757.625000 Penalty: 3094.343018
	Iteration 27Q: 3 clusters Score -1480758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1480768.375000 Penalty: 3094.343018
	Iteration 28Q: 3 clusters Score -1480768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1480789.875000 Penalty: 3094.343018
	Iteration 29Q: 3 clusters Score -1480790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1480804.500000 Penalty: 3094.343018
	Iteration 30Q: 3 clusters Score -1480804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1480827.000000 Penalty: 3094.343018
	Iteration 31Q: 3 clusters Score -1480827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1480844.875000 Penalty: 3094.343018
	Iteration 32Q: 3 clusters Score -1480845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1480858.625000 Penalty: 3094.343018
	Iteration 33Q: 3 clusters Score -1480859 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1480880.375000 Penalty: 3094.343018
	Iteration 34Q: 3 clusters Score -1480880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1480902.625000 Penalty: 3094.343018
	Iteration 35Q: 3 clusters Score -1480903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1480916.750000 Penalty: 3094.343018
	Iteration 36Q: 3 clusters Score -1480917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1480936.875000 Penalty: 3094.343018
	Iteration 37Q: 3 clusters Score -1480937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1480955.000000 Penalty: 3094.343018
	Iteration 38Q: 3 clusters Score -1480955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1480968.250000 Penalty: 3094.343018
	Iteration 39Q: 3 clusters Score -1480968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1480975.250000 Penalty: 3094.343018
	Iteration 40F: 3 clusters Score -1480975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1480990.000000 Penalty: 3094.343018
	Iteration 41Q: 3 clusters Score -1480990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1480994.125000 Penalty: 3094.343018
	Iteration 42Q: 3 clusters Score -1480994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1481000.625000 Penalty: 3094.343018
	Iteration 43Q: 3 clusters Score -1481001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1481008.750000 Penalty: 3094.343018
	Iteration 44Q: 3 clusters Score -1481009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1481017.375000 Penalty: 3094.343018
	Iteration 45Q: 3 clusters Score -1481017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1481029.250000 Penalty: 3094.343018
	Iteration 46Q: 3 clusters Score -1481029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1481047.000000 Penalty: 3094.343018
	Iteration 47Q: 3 clusters Score -1481047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1481061.750000 Penalty: 3094.343018
	Iteration 48Q: 3 clusters Score -1481062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1481073.625000 Penalty: 3094.343018
	Iteration 49Q: 3 clusters Score -1481074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1481089.000000 Penalty: 3094.343018
	Iteration 50Q: 3 clusters Score -1481089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1481100.875000 Penalty: 3094.343018
	Iteration 51Q: 3 clusters Score -1481101 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1481112.625000 Penalty: 3094.343018
	Iteration 52Q: 3 clusters Score -1481113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1481114.375000 Penalty: 3094.343018
	Iteration 53Q: 3 clusters Score -1481114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1481130.125000 Penalty: 3094.343018
	Iteration 54Q: 3 clusters Score -1481130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1481140.875000 Penalty: 3094.343018
	Iteration 55Q: 3 clusters Score -1481141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1481151.125000 Penalty: 3094.343018
	Iteration 56Q: 3 clusters Score -1481151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1481162.000000 Penalty: 3094.343018
	Iteration 57Q: 3 clusters Score -1481162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1481182.625000 Penalty: 3094.343018
	Iteration 58Q: 3 clusters Score -1481183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1481200.875000 Penalty: 3094.343018
	Iteration 59Q: 3 clusters Score -1481201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1481217.125000 Penalty: 3094.343018
	Iteration 60F: 3 clusters Score -1481217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1481232.500000 Penalty: 3094.343018
	Iteration 61Q: 3 clusters Score -1481232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1481248.625000 Penalty: 3094.343018
	Iteration 62Q: 3 clusters Score -1481249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1481258.125000 Penalty: 3094.343018
	Iteration 63Q: 3 clusters Score -1481258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1481264.625000 Penalty: 3094.343018
	Iteration 64Q: 3 clusters Score -1481265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1481270.125000 Penalty: 3094.343018
	Iteration 65Q: 3 clusters Score -1481270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1481277.750000 Penalty: 3094.343018
	Iteration 66Q: 3 clusters Score -1481278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1481279.375000 Penalty: 3094.343018
	Iteration 67Q: 3 clusters Score -1481279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1481282.875000 Penalty: 3094.343018
	Iteration 68Q: 3 clusters Score -1481283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1481284.500000 Penalty: 3094.343018
	Iteration 69Q: 3 clusters Score -1481284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1481286.375000 Penalty: 3094.343018
	Iteration 70Q: 3 clusters Score -1481286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1481291.125000 Penalty: 3094.343018
	Iteration 71Q: 3 clusters Score -1481291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1481289.125000 Penalty: 3094.343018
	Iteration 72Q: 3 clusters Score -1481289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1481286.750000 Penalty: 3094.343018
	Iteration 73Q: 3 clusters Score -1481287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1481294.000000 Penalty: 3094.343018
	Iteration 74Q: 3 clusters Score -1481294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1481297.500000 Penalty: 3094.343018
	Iteration 75Q: 3 clusters Score -1481298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1481299.250000 Penalty: 3094.343018
	Iteration 76Q: 3 clusters Score -1481299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1481303.625000 Penalty: 3094.343018
	Iteration 77Q: 3 clusters Score -1481304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1481305.250000 Penalty: 3094.343018
	Iteration 78Q: 3 clusters Score -1481305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1481309.750000 Penalty: 3094.343018
	Iteration 79Q: 3 clusters Score -1481310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1481314.250000 Penalty: 3094.343018
	Iteration 80F: 3 clusters Score -1481314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1481316.250000 Penalty: 3094.343018
	Iteration 81Q: 3 clusters Score -1481316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1481321.500000 Penalty: 3094.343018
	Iteration 82Q: 3 clusters Score -1481322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1481320.375000 Penalty: 3094.343018
	Iteration 83Q: 3 clusters Score -1481320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1481320.875000 Penalty: 3094.343018
	Iteration 84Q: 3 clusters Score -1481321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1481322.375000 Penalty: 3094.343018
	Iteration 85Q: 3 clusters Score -1481322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1481323.875000 Penalty: 3094.343018
	Iteration 86Q: 3 clusters Score -1481324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1481324.750000 Penalty: 3094.343018
	Iteration 87Q: 3 clusters Score -1481325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1481324.250000 Penalty: 3094.343018
	Iteration 88Q: 3 clusters Score -1481324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1481325.875000 Penalty: 3094.343018
	Iteration 89Q: 3 clusters Score -1481326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1481329.000000 Penalty: 3094.343018
	Iteration 90Q: 3 clusters Score -1481329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1481334.625000 Penalty: 3094.343018
	Iteration 91Q: 3 clusters Score -1481335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1481339.000000 Penalty: 3094.343018
	Iteration 92Q: 3 clusters Score -1481339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1481336.250000 Penalty: 3094.343018
	Iteration 93Q: 3 clusters Score -1481336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1481338.125000 Penalty: 3094.343018
	Iteration 94Q: 3 clusters Score -1481338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1481337.250000 Penalty: 3094.343018
	Iteration 95Q: 3 clusters Score -1481337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1481342.000000 Penalty: 3094.343018
	Iteration 96Q: 3 clusters Score -1481342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1481337.750000 Penalty: 3094.343018
	Iteration 97Q: 3 clusters Score -1481338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1481337.625000 Penalty: 3094.343018
	Iteration 98Q: 3 clusters Score -1481338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1481339.500000 Penalty: 3094.343018
	Iteration 99Q: 3 clusters Score -1481340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1481339.750000 Penalty: 3094.343018
	Iteration 100F: 3 clusters Score -1481340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1481341.625000 Penalty: 3094.343018
	Iteration 101Q: 3 clusters Score -1481342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1481342.375000 Penalty: 3094.343018
	Iteration 102Q: 3 clusters Score -1481342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1481342.375000 Penalty: 3094.343018
	Iteration 103Q: 3 clusters Score -1481342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1481343.250000 Penalty: 3094.343018
	Iteration 104Q: 3 clusters Score -1481343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1481344.625000 Penalty: 3094.343018
	Iteration 105Q: 3 clusters Score -1481345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1481344.875000 Penalty: 3094.343018
	Iteration 106Q: 3 clusters Score -1481345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1481344.875000 Penalty: 3094.343018
	Iteration 107F: 3 clusters Score -1481345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 180171 members 
Mstep: Class 4 contains 22567 members 
Mstep: Class 5 contains 58813 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 178295 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 10 contains 52865 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 24661 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 24487 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 17 contains 3490 members 
Mstep: Class 19 contains 13644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451184.000000 Penalty: 37579.566406
Iteration 79Q: 18 clusters Score -8.445118e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 11942 members 
Mstep: Class 3 contains 179224 members 
Mstep: Class 4 contains 22557 members 
Mstep: Class 5 contains 58791 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 179085 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 52778 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24484 members 
Mstep: Class 15 contains 60840 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 19 contains 14077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451336.000000 Penalty: 37579.566406
Iteration 80F: 18 clusters Score -8.445134e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 11965 members 
Mstep: Class 3 contains 177963 members 
Mstep: Class 4 contains 22533 members 
Mstep: Class 5 contains 58792 members 
Mstep: Class 6 contains 13123 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 179660 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 52682 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 24948 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24479 members 
Mstep: Class 15 contains 61373 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 19 contains 14490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451960.000000 Penalty: 37579.566406
Iteration 81Q: 18 clusters Score -8.445196e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 176478 members 
Mstep: Class 4 contains 22512 members 
Mstep: Class 5 contains 58785 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 179980 members 
Mstep: Class 9 contains 4766 members 
Mstep: Class 10 contains 52633 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 25090 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 24476 members 
Mstep: Class 15 contains 61888 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 19 contains 14888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452168.000000 Penalty: 37579.566406
Iteration 82Q: 18 clusters Score -8.445217e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 12024 members 
Mstep: Class 3 contains 174781 members 
Mstep: Class 4 contains 22505 members 
Mstep: Class 5 contains 58807 members 
Mstep: Class 6 contains 13135 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 180159 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 52577 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 25199 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 24491 members 
Mstep: Class 15 contains 62396 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 19 contains 15265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452552.000000 Penalty: 37579.566406
Iteration 83Q: 18 clusters Score -8.445255e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 172906 members 
Mstep: Class 4 contains 22510 members 
Mstep: Class 5 contains 58797 members 
Mstep: Class 6 contains 13132 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 180252 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 52549 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 25309 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 24498 members 
Mstep: Class 15 contains 62862 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 19 contains 15625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452816.000000 Penalty: 37579.566406
Iteration 84Q: 18 clusters Score -8.445282e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 170930 members 
Mstep: Class 4 contains 22508 members 
Mstep: Class 5 contains 58808 members 
Mstep: Class 6 contains 13122 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 180157 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 52486 members 
Mstep: Class 11 contains 3243 members 
Mstep: Class 12 contains 25406 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 24492 members 
Mstep: Class 15 contains 63287 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 19 contains 15970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452744.000000 Penalty: 37579.566406
Iteration 85Q: 18 clusters Score -8.445274e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 168940 members 
Mstep: Class 4 contains 22494 members 
Mstep: Class 5 contains 58825 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 179929 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 52434 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 25487 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 24479 members 
Mstep: Class 15 contains 63712 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 19 contains 16276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453448.000000 Penalty: 37579.566406
Iteration 86Q: 18 clusters Score -8.445345e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 12136 members 
Mstep: Class 3 contains 166913 members 
Mstep: Class 4 contains 22475 members 
Mstep: Class 5 contains 58875 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 179581 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 3236 members 
Mstep: Class 12 contains 25556 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 24463 members 
Mstep: Class 15 contains 64115 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 19 contains 16584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454128.000000 Penalty: 37579.566406
Iteration 87Q: 18 clusters Score -8.445413e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159816 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 165003 members 
Mstep: Class 4 contains 22431 members 
Mstep: Class 5 contains 58966 members 
Mstep: Class 6 contains 13181 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 179179 members 
Mstep: Class 9 contains 4823 members 
Mstep: Class 10 contains 52278 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 25582 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 24465 members 
Mstep: Class 15 contains 64446 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 19 contains 16856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454744.000000 Penalty: 37579.566406
Iteration 88Q: 18 clusters Score -8.445474e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 163259 members 
Mstep: Class 4 contains 22406 members 
Mstep: Class 5 contains 59021 members 
Mstep: Class 6 contains 13210 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 178674 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 52152 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 25599 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 24450 members 
Mstep: Class 15 contains 64753 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 19 contains 17143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455128.000000 Penalty: 37579.566406
Iteration 89Q: 18 clusters Score -8.445513e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163077 members 
Mstep: Class 2 contains 12209 members 
Mstep: Class 3 contains 161850 members 
Mstep: Class 4 contains 22377 members 
Mstep: Class 5 contains 59082 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 178050 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 52009 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 25611 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 24433 members 
Mstep: Class 15 contains 64955 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 19 contains 17448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455552.000000 Penalty: 37579.566406
Iteration 90Q: 18 clusters Score -8.445555e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 160753 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 59174 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 177368 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 51879 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 25626 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 65133 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 19 contains 17751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 18 clusters Score -8.445585e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 159898 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 59272 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 176815 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 51738 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 25653 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 65271 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 19 contains 17983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455928.000000 Penalty: 37579.566406
Iteration 92Q: 18 clusters Score -8.445593e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 12259 members 
Mstep: Class 3 contains 159446 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 59352 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 176226 members 
Mstep: Class 9 contains 4873 members 
Mstep: Class 10 contains 51622 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 25658 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 65384 members 
Mstep: Class 17 contains 3515 members 
Mstep: Class 19 contains 18193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456024.000000 Penalty: 37579.566406
Iteration 93Q: 18 clusters Score -8.445602e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 12268 members 
Mstep: Class 3 contains 159260 members 
Mstep: Class 4 contains 22258 members 
Mstep: Class 5 contains 59416 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175616 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 51510 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 25670 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 24419 members 
Mstep: Class 15 contains 65495 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 19 contains 18399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 18 clusters Score -8.445607e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 12274 members 
Mstep: Class 3 contains 159339 members 
Mstep: Class 4 contains 22217 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175123 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 10 contains 51385 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 24419 members 
Mstep: Class 15 contains 65617 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 19 contains 18611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456664.000000 Penalty: 37579.566406
Iteration 95Q: 18 clusters Score -8.445666e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 12279 members 
Mstep: Class 3 contains 159677 members 
Mstep: Class 4 contains 22180 members 
Mstep: Class 5 contains 59485 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174628 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 51274 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 24427 members 
Mstep: Class 15 contains 65733 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 19 contains 18813 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -8.445688e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 12283 members 
Mstep: Class 3 contains 160170 members 
Mstep: Class 4 contains 22142 members 
Mstep: Class 5 contains 59503 members 
Mstep: Class 6 contains 13257 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174280 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 51158 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 24440 members 
Mstep: Class 15 contains 65850 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 19 contains 19026 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -8.445716e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 12289 members 
Mstep: Class 3 contains 160827 members 
Mstep: Class 4 contains 22104 members 
Mstep: Class 5 contains 59529 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174050 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 51008 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 25676 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 24441 members 
Mstep: Class 15 contains 65977 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 19 contains 19246 members 
Entering Unmasked Estep 
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Score: -84457336.000000 Penalty: 37579.566406
Iteration 98Q: 18 clusters Score -8.445734e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 12292 members 
Mstep: Class 3 contains 161518 members 
Mstep: Class 4 contains 22059 members 
Mstep: Class 5 contains 59561 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 173943 members 
Mstep: Class 9 contains 4941 members 
Mstep: Class 10 contains 50876 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 25678 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 66143 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 19 contains 19468 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -8.445758e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 12279 members 
Mstep: Class 3 contains 162305 members 
Mstep: Class 4 contains 22018 members 
Mstep: Class 5 contains 59592 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 173918 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 50757 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 12 contains 25662 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 24436 members 
Mstep: Class 15 contains 66297 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 19 contains 19699 members 
Entering Unmasked Estep 
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Score: -84457640.000000 Penalty: 37579.566406
Iteration 100F: 18 clusters Score -8.445764e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 12270 members 
Mstep: Class 3 contains 163087 members 
Mstep: Class 4 contains 21984 members 
Mstep: Class 5 contains 59588 members 
Mstep: Class 6 contains 13220 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 173948 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 50646 members 
Mstep: Class 11 contains 3195 members 
Mstep: Class 12 contains 25654 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 24457 members 
Mstep: Class 15 contains 66461 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 19 contains 19943 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -8.445762e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 161896 members 
Mstep: Class 2 contains 12272 members 
Mstep: Class 3 contains 163837 members 
Mstep: Class 4 contains 21953 members 
Mstep: Class 5 contains 59575 members 
Mstep: Class 6 contains 13208 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174099 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 50525 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 25648 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 24457 members 
Mstep: Class 15 contains 66613 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 19 contains 20200 members 
Entering Unmasked Estep 
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Score: -84457624.000000 Penalty: 37579.566406
Iteration 102Q: 18 clusters Score -8.445762e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 160694 members 
Mstep: Class 2 contains 12265 members 
Mstep: Class 3 contains 164497 members 
Mstep: Class 4 contains 21937 members 
Mstep: Class 5 contains 59578 members 
Mstep: Class 6 contains 13199 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174310 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 24458 members 
Mstep: Class 15 contains 66769 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 19 contains 20508 members 
Entering Unmasked Estep 
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Score: -84457848.000000 Penalty: 37579.566406
Iteration 103Q: 18 clusters Score -8.445785e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 12265 members 
Mstep: Class 3 contains 165019 members 
Mstep: Class 4 contains 21913 members 
Mstep: Class 5 contains 59579 members 
Mstep: Class 6 contains 13181 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174576 members 
Mstep: Class 9 contains 4984 members 
Mstep: Class 10 contains 50311 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 25661 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 24473 members 
Mstep: Class 15 contains 66906 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 19 contains 20830 members 
Entering Unmasked Estep 
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Score: -84458280.000000 Penalty: 37579.566406
Iteration 104Q: 18 clusters Score -8.445828e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 165479 members 
Mstep: Class 4 contains 21890 members 
Mstep: Class 5 contains 59577 members 
Mstep: Class 6 contains 13173 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 174850 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 50205 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 25673 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 24487 members 
Mstep: Class 15 contains 67056 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 19 contains 21143 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -8.445831e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 165801 members 
Mstep: Class 4 contains 21859 members 
Mstep: Class 5 contains 59570 members 
Mstep: Class 6 contains 13152 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175105 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 50100 members 
Mstep: Class 11 contains 3155 members 
Mstep: Class 12 contains 25680 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 24515 members 
Mstep: Class 15 contains 67253 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 19 contains 21441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84458176.000000 Penalty: 37579.566406
Iteration 106Q: 18 clusters Score -8.445818e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156684 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 165979 members 
Mstep: Class 4 contains 21829 members 
Mstep: Class 5 contains 59579 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175328 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 49998 members 
Mstep: Class 11 contains 3141 members 
Mstep: Class 12 contains 25680 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 14 contains 24526 members 
Mstep: Class 15 contains 67474 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 19 contains 21748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84458128.000000 Penalty: 37579.566406
Iteration 107Q: 18 clusters Score -8.445813e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 165990 members 
Mstep: Class 4 contains 21815 members 
Mstep: Class 5 contains 59575 members 
Mstep: Class 6 contains 13105 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175523 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 49927 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 25702 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24536 members 
Mstep: Class 15 contains 67747 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 19 contains 22074 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -8.445808e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 165844 members 
Mstep: Class 4 contains 21810 members 
Mstep: Class 5 contains 59568 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175730 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 49844 members 
Mstep: Class 11 contains 3116 members 
Mstep: Class 12 contains 25728 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 24539 members 
Mstep: Class 15 contains 67992 members 
Mstep: Class 17 contains 3566 members 
Mstep: Class 19 contains 22401 members 
Entering Unmasked Estep 
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Iteration 109Q: 18 clusters Score -8.445806e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 165694 members 
Mstep: Class 4 contains 21789 members 
Mstep: Class 5 contains 59552 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175885 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 49755 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 25737 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 24540 members 
Mstep: Class 15 contains 68220 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 19 contains 22722 members 
Entering Unmasked Estep 
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Iteration 110Q: 18 clusters Score -8.445838e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 165482 members 
Mstep: Class 4 contains 21772 members 
Mstep: Class 5 contains 59545 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175968 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 49684 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 25730 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 24540 members 
Mstep: Class 15 contains 68418 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 19 contains 23035 members 
Entering Unmasked Estep 
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Iteration 111Q: 18 clusters Score -8.445851e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 165235 members 
Mstep: Class 4 contains 21739 members 
Mstep: Class 5 contains 59536 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 176019 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 49613 members 
Mstep: Class 11 contains 3066 members 
Mstep: Class 12 contains 25712 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 24535 members 
Mstep: Class 15 contains 68620 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 19 contains 23324 members 
Entering Unmasked Estep 
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Iteration 112Q: 18 clusters Score -8.445823e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 12430 members 
Mstep: Class 3 contains 164879 members 
Mstep: Class 4 contains 21700 members 
Mstep: Class 5 contains 59530 members 
Mstep: Class 6 contains 13068 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 175949 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 49549 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 25717 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 24537 members 
Mstep: Class 15 contains 68829 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 19 contains 23640 members 
Entering Unmasked Estep 
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Iteration 113Q: 18 clusters Score -8.445818e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 164442 members 
Mstep: Class 4 contains 21667 members 
Mstep: Class 5 contains 59525 members 
Mstep: Class 6 contains 13065 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 175841 members 
Mstep: Class 9 contains 5010 members 
Mstep: Class 10 contains 49464 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 25710 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 24535 members 
Mstep: Class 15 contains 69083 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 19 contains 23938 members 
Entering Unmasked Estep 
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Iteration 114Q: 18 clusters Score -8.445844e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 12460 members 
Mstep: Class 3 contains 163957 members 
Mstep: Class 4 contains 21646 members 
Mstep: Class 5 contains 59529 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 175682 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 10 contains 49403 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 12 contains 25712 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 24520 members 
Mstep: Class 15 contains 69320 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 19 contains 24189 members 
Entering Unmasked Estep 
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Iteration 115Q: 18 clusters Score -8.445865e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 12474 members 
Mstep: Class 3 contains 163458 members 
Mstep: Class 4 contains 21631 members 
Mstep: Class 5 contains 59534 members 
Mstep: Class 6 contains 13053 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 175454 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 49351 members 
Mstep: Class 11 contains 2975 members 
Mstep: Class 12 contains 25697 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 24511 members 
Mstep: Class 15 contains 69555 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 19 contains 24442 members 
Entering Unmasked Estep 
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Iteration 116Q: 18 clusters Score -8.445872e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 12496 members 
Mstep: Class 3 contains 162997 members 
Mstep: Class 4 contains 21610 members 
Mstep: Class 5 contains 59540 members 
Mstep: Class 6 contains 13053 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 175183 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 49305 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 25671 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 24495 members 
Mstep: Class 15 contains 69772 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 19 contains 24680 members 
Entering Unmasked Estep 
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Score: -84458944.000000 Penalty: 37579.566406
Iteration 117Q: 18 clusters Score -8.445894e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 12509 members 
Mstep: Class 3 contains 162526 members 
Mstep: Class 4 contains 21591 members 
Mstep: Class 5 contains 59528 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 174866 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 49248 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 25652 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24484 members 
Mstep: Class 15 contains 69999 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 19 contains 24910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459336.000000 Penalty: 37579.566406
Iteration 118Q: 18 clusters Score -8.445934e+07 nChanged 1870
Entering ConstructFrom: 
Score: -84459336.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (156432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156432 members 
Entering Unmasked Estep 
Score: -16705038.000000 Penalty: 1943.561279
	Iteration 0F: 2 clusters Score -1.670504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -16601321.000000 Penalty: 3887.122559
	Iteration 0F: 3 clusters Score -1.660132e+07 nChanged 75082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -16646246.000000 Penalty: 3887.122559
	Iteration 1F: 3 clusters Score -1.664625e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -16648214.000000 Penalty: 3887.122559
	Iteration 2Q: 3 clusters Score -1.664821e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -16651661.000000 Penalty: 3887.122559
	Iteration 3Q: 3 clusters Score -1.665166e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -16656791.000000 Penalty: 3887.122559
	Iteration 4F: 3 clusters Score -1.665679e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -16664190.000000 Penalty: 3887.122559
	Iteration 5F: 3 clusters Score -1.666419e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -16674536.000000 Penalty: 3887.122559
	Iteration 6F: 3 clusters Score -1.667454e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -16684858.000000 Penalty: 3887.122559
	Iteration 7F: 3 clusters Score -1.668486e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -16690737.000000 Penalty: 3887.122559
	Iteration 8F: 3 clusters Score -1.669074e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -16693564.000000 Penalty: 3887.122559
	Iteration 9Q: 3 clusters Score -1.669356e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -16695167.000000 Penalty: 3887.122559
	Iteration 10Q: 3 clusters Score -1.669517e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -16696317.000000 Penalty: 3887.122559
	Iteration 11Q: 3 clusters Score -1.669632e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -16697132.000000 Penalty: 3887.122559
	Iteration 12Q: 3 clusters Score -1.669713e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -16697775.000000 Penalty: 3887.122559
	Iteration 13Q: 3 clusters Score -1.669778e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -16698284.000000 Penalty: 3887.122559
	Iteration 14Q: 3 clusters Score -1.669828e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 110010 members 
Entering Unmasked Estep 
Score: -16698691.000000 Penalty: 3887.122559
	Iteration 15Q: 3 clusters Score -1.669869e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -16699012.000000 Penalty: 3887.122559
	Iteration 16Q: 3 clusters Score -1.669901e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -16699192.000000 Penalty: 3887.122559
	Iteration 17Q: 3 clusters Score -1.669919e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -16699537.000000 Penalty: 3887.122559
	Iteration 18Q: 3 clusters Score -1.669954e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -16699716.000000 Penalty: 3887.122559
	Iteration 19Q: 3 clusters Score -1.669972e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -16700023.000000 Penalty: 3887.122559
	Iteration 20F: 3 clusters Score -1.670002e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -16700267.000000 Penalty: 3887.122559
	Iteration 21Q: 3 clusters Score -1.670027e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 118913 members 
Entering Unmasked Estep 
Score: -16700532.000000 Penalty: 3887.122559
	Iteration 22Q: 3 clusters Score -1.670053e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -16700704.000000 Penalty: 3887.122559
	Iteration 23Q: 3 clusters Score -1.67007e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -16700925.000000 Penalty: 3887.122559
	Iteration 24Q: 3 clusters Score -1.670092e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -16701151.000000 Penalty: 3887.122559
	Iteration 25Q: 3 clusters Score -1.670115e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -16701323.000000 Penalty: 3887.122559
	Iteration 26Q: 3 clusters Score -1.670132e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -16701556.000000 Penalty: 3887.122559
	Iteration 27Q: 3 clusters Score -1.670156e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -16701730.000000 Penalty: 3887.122559
	Iteration 28Q: 3 clusters Score -1.670173e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -16701927.000000 Penalty: 3887.122559
	Iteration 29Q: 3 clusters Score -1.670193e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 127750 members 
Entering Unmasked Estep 
Score: -16702159.000000 Penalty: 3887.122559
	Iteration 30Q: 3 clusters Score -1.670216e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -16702288.000000 Penalty: 3887.122559
	Iteration 31Q: 3 clusters Score -1.670229e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -16702482.000000 Penalty: 3887.122559
	Iteration 32Q: 3 clusters Score -1.670248e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -16702645.000000 Penalty: 3887.122559
	Iteration 33Q: 3 clusters Score -1.670264e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 131381 members 
Entering Unmasked Estep 
Score: -16702780.000000 Penalty: 3887.122559
	Iteration 34Q: 3 clusters Score -1.670278e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 132213 members 
Entering Unmasked Estep 
Score: -16702885.000000 Penalty: 3887.122559
	Iteration 35Q: 3 clusters Score -1.670288e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -16703074.000000 Penalty: 3887.122559
	Iteration 36Q: 3 clusters Score -1.670307e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -16703194.000000 Penalty: 3887.122559
	Iteration 37Q: 3 clusters Score -1.670319e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -16703288.000000 Penalty: 3887.122559
	Iteration 38Q: 3 clusters Score -1.670329e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -16703446.000000 Penalty: 3887.122559
	Iteration 39Q: 3 clusters Score -1.670345e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -16703631.000000 Penalty: 3887.122559
	Iteration 40F: 3 clusters Score -1.670363e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 136740 members 
Entering Unmasked Estep 
Score: -16703698.000000 Penalty: 3887.122559
	Iteration 41Q: 3 clusters Score -1.67037e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -16703766.000000 Penalty: 3887.122559
	Iteration 42Q: 3 clusters Score -1.670377e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 137987 members 
Entering Unmasked Estep 
Score: -16703889.000000 Penalty: 3887.122559
	Iteration 43Q: 3 clusters Score -1.670389e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 138552 members 
Entering Unmasked Estep 
Score: -16704003.000000 Penalty: 3887.122559
	Iteration 44Q: 3 clusters Score -1.6704e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 139104 members 
Entering Unmasked Estep 
Score: -16704054.000000 Penalty: 3887.122559
	Iteration 45Q: 3 clusters Score -1.670405e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -16704107.000000 Penalty: 3887.122559
	Iteration 46Q: 3 clusters Score -1.670411e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
Score: -16704200.000000 Penalty: 3887.122559
	Iteration 47Q: 3 clusters Score -1.67042e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 140666 members 
Entering Unmasked Estep 
Score: -16704278.000000 Penalty: 3887.122559
	Iteration 48Q: 3 clusters Score -1.670428e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 141152 members 
Entering Unmasked Estep 
Score: -16704350.000000 Penalty: 3887.122559
	Iteration 49Q: 3 clusters Score -1.670435e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 141595 members 
Entering Unmasked Estep 
Score: -16704366.000000 Penalty: 3887.122559
	Iteration 50Q: 3 clusters Score -1.670437e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -16704359.000000 Penalty: 3887.122559
	Iteration 51Q: 3 clusters Score -1.670436e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -16704443.000000 Penalty: 3887.122559
	Iteration 52Q: 3 clusters Score -1.670444e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -16704542.000000 Penalty: 3887.122559
	Iteration 53Q: 3 clusters Score -1.670454e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -16704624.000000 Penalty: 3887.122559
	Iteration 54Q: 3 clusters Score -1.670462e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 143717 members 
Entering Unmasked Estep 
Score: -16704683.000000 Penalty: 3887.122559
	Iteration 55Q: 3 clusters Score -1.670468e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -16704629.000000 Penalty: 3887.122559
	Iteration 56Q: 3 clusters Score -1.670463e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -16704678.000000 Penalty: 3887.122559
	Iteration 57Q: 3 clusters Score -1.670468e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -16704687.000000 Penalty: 3887.122559
	Iteration 58Q: 3 clusters Score -1.670469e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 145005 members 
Entering Unmasked Estep 
Score: -16704651.000000 Penalty: 3887.122559
	Iteration 59Q: 3 clusters Score -1.670465e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -16704721.000000 Penalty: 3887.122559
	Iteration 60F: 3 clusters Score -1.670472e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -16704752.000000 Penalty: 3887.122559
	Iteration 61Q: 3 clusters Score -1.670475e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 145730 members 
Entering Unmasked Estep 
Score: -16704748.000000 Penalty: 3887.122559
	Iteration 62Q: 3 clusters Score -1.670475e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 145924 members 
Entering Unmasked Estep 
Score: -16704738.000000 Penalty: 3887.122559
	Iteration 63Q: 3 clusters Score -1.670474e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -16704713.000000 Penalty: 3887.122559
	Iteration 64Q: 3 clusters Score -1.670471e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -16704719.000000 Penalty: 3887.122559
	Iteration 65Q: 3 clusters Score -1.670472e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 146418 members 
Entering Unmasked Estep 
Score: -16704788.000000 Penalty: 3887.122559
	Iteration 66Q: 3 clusters Score -1.670479e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -16704793.000000 Penalty: 3887.122559
	Iteration 67Q: 3 clusters Score -1.670479e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 146683 members 
Entering Unmasked Estep 
Score: -16704799.000000 Penalty: 3887.122559
	Iteration 68Q: 3 clusters Score -1.67048e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 146810 members 
Entering Unmasked Estep 
Score: -16704799.000000 Penalty: 3887.122559
	Iteration 69Q: 3 clusters Score -1.67048e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -16704793.000000 Penalty: 3887.122559
	Iteration 70Q: 3 clusters Score -1.670479e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -16704825.000000 Penalty: 3887.122559
	Iteration 71Q: 3 clusters Score -1.670482e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 147195 members 
Entering Unmasked Estep 
Score: -16704811.000000 Penalty: 3887.122559
	Iteration 72Q: 3 clusters Score -1.670481e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -16704819.000000 Penalty: 3887.122559
	Iteration 73Q: 3 clusters Score -1.670482e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 147389 members 
Entering Unmasked Estep 
Score: -16704823.000000 Penalty: 3887.122559
	Iteration 74Q: 3 clusters Score -1.670482e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -16704815.000000 Penalty: 3887.122559
	Iteration 75Q: 3 clusters Score -1.670482e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -16704846.000000 Penalty: 3887.122559
	Iteration 76Q: 3 clusters Score -1.670485e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 147607 members 
Entering Unmasked Estep 
Score: -16704870.000000 Penalty: 3887.122559
	Iteration 77Q: 3 clusters Score -1.670487e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -16704870.000000 Penalty: 3887.122559
	Iteration 78Q: 3 clusters Score -1.670487e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -16704879.000000 Penalty: 3887.122559
	Iteration 79Q: 3 clusters Score -1.670488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -16704888.000000 Penalty: 3887.122559
	Iteration 80F: 3 clusters Score -1.670489e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -16704901.000000 Penalty: 3887.122559
	Iteration 81Q: 3 clusters Score -1.67049e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -16704912.000000 Penalty: 3887.122559
	Iteration 82Q: 3 clusters Score -1.670491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -16704920.000000 Penalty: 3887.122559
	Iteration 83Q: 3 clusters Score -1.670492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -16704891.000000 Penalty: 3887.122559
	Iteration 84Q: 3 clusters Score -1.670489e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -16704866.000000 Penalty: 3887.122559
	Iteration 85Q: 3 clusters Score -1.670487e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -16704872.000000 Penalty: 3887.122559
	Iteration 86Q: 3 clusters Score -1.670487e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -16704872.000000 Penalty: 3887.122559
	Iteration 87Q: 3 clusters Score -1.670487e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -16704878.000000 Penalty: 3887.122559
	Iteration 88Q: 3 clusters Score -1.670488e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -16704855.000000 Penalty: 3887.122559
	Iteration 89Q: 3 clusters Score -1.670486e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -16704869.000000 Penalty: 3887.122559
	Iteration 90Q: 3 clusters Score -1.670487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 148494 members 
Entering Unmasked Estep 
Score: -16704896.000000 Penalty: 3887.122559
	Iteration 91Q: 3 clusters Score -1.67049e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -16704889.000000 Penalty: 3887.122559
	Iteration 92Q: 3 clusters Score -1.670489e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 148587 members 
Entering Unmasked Estep 
Score: -16704908.000000 Penalty: 3887.122559
	Iteration 93Q: 3 clusters Score -1.670491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 148617 members 
Entering Unmasked Estep 
Score: -16704895.000000 Penalty: 3887.122559
	Iteration 94Q: 3 clusters Score -1.67049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -16704885.000000 Penalty: 3887.122559
	Iteration 95Q: 3 clusters Score -1.670488e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -16704886.000000 Penalty: 3887.122559
	Iteration 96Q: 3 clusters Score -1.670489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 148753 members 
Entering Unmasked Estep 
Score: -16704896.000000 Penalty: 3887.122559
	Iteration 97Q: 3 clusters Score -1.67049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -16704913.000000 Penalty: 3887.122559
	Iteration 98Q: 3 clusters Score -1.670491e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -16704925.000000 Penalty: 3887.122559
	Iteration 99Q: 3 clusters Score -1.670492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -16704900.000000 Penalty: 3887.122559
	Iteration 100F: 3 clusters Score -1.67049e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 148961 members 
Entering Unmasked Estep 
Score: -16704925.000000 Penalty: 3887.122559
	Iteration 101Q: 3 clusters Score -1.670492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 148997 members 
Entering Unmasked Estep 
Score: -16704943.000000 Penalty: 3887.122559
	Iteration 102Q: 3 clusters Score -1.670494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 103Q: 3 clusters Score -1.670493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -16704944.000000 Penalty: 3887.122559
	Iteration 104Q: 3 clusters Score -1.670494e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -16704941.000000 Penalty: 3887.122559
	Iteration 105Q: 3 clusters Score -1.670494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 149194 members 
Entering Unmasked Estep 
Score: -16704939.000000 Penalty: 3887.122559
	Iteration 106Q: 3 clusters Score -1.670494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -16704927.000000 Penalty: 3887.122559
	Iteration 107Q: 3 clusters Score -1.670493e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -16704935.000000 Penalty: 3887.122559
	Iteration 108Q: 3 clusters Score -1.670494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -16704910.000000 Penalty: 3887.122559
	Iteration 109Q: 3 clusters Score -1.670491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -16704902.000000 Penalty: 3887.122559
	Iteration 110Q: 3 clusters Score -1.67049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -16704915.000000 Penalty: 3887.122559
	Iteration 111Q: 3 clusters Score -1.670492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -16704921.000000 Penalty: 3887.122559
	Iteration 112Q: 3 clusters Score -1.670492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -16704919.000000 Penalty: 3887.122559
	Iteration 113Q: 3 clusters Score -1.670492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -16704920.000000 Penalty: 3887.122559
	Iteration 114Q: 3 clusters Score -1.670492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -16704911.000000 Penalty: 3887.122559
	Iteration 115Q: 3 clusters Score -1.670491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -16704916.000000 Penalty: 3887.122559
	Iteration 116Q: 3 clusters Score -1.670492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -16704913.000000 Penalty: 3887.122559
	Iteration 117Q: 3 clusters Score -1.670491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -16704900.000000 Penalty: 3887.122559
	Iteration 118Q: 3 clusters Score -1.67049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -16704901.000000 Penalty: 3887.122559
	Iteration 119Q: 3 clusters Score -1.67049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 149608 members 
Entering Unmasked Estep 
Score: -16704898.000000 Penalty: 3887.122559
	Iteration 120F: 3 clusters Score -1.67049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 149625 members 
Entering Unmasked Estep 
Score: -16704918.000000 Penalty: 3887.122559
	Iteration 121Q: 3 clusters Score -1.670492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -16704914.000000 Penalty: 3887.122559
	Iteration 122Q: 3 clusters Score -1.670491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -16704911.000000 Penalty: 3887.122559
	Iteration 123Q: 3 clusters Score -1.670491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -16704919.000000 Penalty: 3887.122559
	Iteration 124Q: 3 clusters Score -1.670492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -16704929.000000 Penalty: 3887.122559
	Iteration 125Q: 3 clusters Score -1.670493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 126Q: 3 clusters Score -1.670493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 149706 members 
Entering Unmasked Estep 
Score: -16704946.000000 Penalty: 3887.122559
	Iteration 127Q: 3 clusters Score -1.670495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -16704951.000000 Penalty: 3887.122559
	Iteration 128Q: 3 clusters Score -1.670495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -16704946.000000 Penalty: 3887.122559
	Iteration 129Q: 3 clusters Score -1.670495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -16704936.000000 Penalty: 3887.122559
	Iteration 130Q: 3 clusters Score -1.670494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -16704923.000000 Penalty: 3887.122559
	Iteration 131Q: 3 clusters Score -1.670492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -16704929.000000 Penalty: 3887.122559
	Iteration 132Q: 3 clusters Score -1.670493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 149769 members 
Entering Unmasked Estep 
Score: -16704914.000000 Penalty: 3887.122559
	Iteration 133Q: 3 clusters Score -1.670491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 149778 members 
Entering Unmasked Estep 
Score: -16704918.000000 Penalty: 3887.122559
	Iteration 134Q: 3 clusters Score -1.670492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 149784 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 135Q: 3 clusters Score -1.670493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -16704928.000000 Penalty: 3887.122559
	Iteration 136Q: 3 clusters Score -1.670493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -16704928.000000 Penalty: 3887.122559
	Iteration 137Q: 3 clusters Score -1.670493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -16704934.000000 Penalty: 3887.122559
	Iteration 138Q: 3 clusters Score -1.670493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 139Q: 3 clusters Score -1.670493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 149826 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 140F: 3 clusters Score -1.670493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -16704942.000000 Penalty: 3887.122559
	Iteration 141Q: 3 clusters Score -1.670494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 149835 members 
Entering Unmasked Estep 
Score: -16704930.000000 Penalty: 3887.122559
	Iteration 142Q: 3 clusters Score -1.670493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
Score: -16704932.000000 Penalty: 3887.122559
	Iteration 143Q: 3 clusters Score -1.670493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -16704931.000000 Penalty: 3887.122559
	Iteration 144Q: 3 clusters Score -1.670493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -16704923.000000 Penalty: 3887.122559
	Iteration 145Q: 3 clusters Score -1.670492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
Score: -16704936.000000 Penalty: 3887.122559
	Iteration 146Q: 3 clusters Score -1.670494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -16704928.000000 Penalty: 3887.122559
	Iteration 147Q: 3 clusters Score -1.670493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -16704938.000000 Penalty: 3887.122559
	Iteration 148Q: 3 clusters Score -1.670494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
Score: -16704939.000000 Penalty: 3887.122559
	Iteration 149Q: 3 clusters Score -1.670494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 149862 members 
Entering Unmasked Estep 
Score: -16704936.000000 Penalty: 3887.122559
	Iteration 150Q: 3 clusters Score -1.670494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -16704940.000000 Penalty: 3887.122559
	Iteration 151Q: 3 clusters Score -1.670494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -16704931.000000 Penalty: 3887.122559
	Iteration 152Q: 3 clusters Score -1.670493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -16704933.000000 Penalty: 3887.122559
	Iteration 153Q: 3 clusters Score -1.670493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -16704946.000000 Penalty: 3887.122559
	Iteration 154Q: 3 clusters Score -1.670495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -16704946.000000 Penalty: 3887.122559
	Iteration 155F: 3 clusters Score -1.670495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Entering Unmasked Estep 
Score: -1304770.125000 Penalty: 1533.317749
	Iteration 0F: 2 clusters Score -1304770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1295943.500000 Penalty: 3066.635498
	Iteration 0F: 3 clusters Score -1295944 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1298875.000000 Penalty: 3066.635498
	Iteration 1F: 3 clusters Score -1298875 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1299159.875000 Penalty: 3066.635498
	Iteration 2F: 3 clusters Score -1299160 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1299452.750000 Penalty: 3066.635498
	Iteration 3F: 3 clusters Score -1299453 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1299787.000000 Penalty: 3066.635498
	Iteration 4Q: 3 clusters Score -1299787 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1300215.875000 Penalty: 3066.635498
	Iteration 5F: 3 clusters Score -1300216 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1300696.375000 Penalty: 3066.635498
	Iteration 6F: 3 clusters Score -1300696 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1301127.875000 Penalty: 3066.635498
	Iteration 7F: 3 clusters Score -1301128 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1301456.375000 Penalty: 3066.635498
	Iteration 8F: 3 clusters Score -1301456 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1301669.000000 Penalty: 3066.635498
	Iteration 9Q: 3 clusters Score -1301669 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1301823.875000 Penalty: 3066.635498
	Iteration 10Q: 3 clusters Score -1301824 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1301944.250000 Penalty: 3066.635498
	Iteration 11Q: 3 clusters Score -1301944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1302047.875000 Penalty: 3066.635498
	Iteration 12Q: 3 clusters Score -1302048 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1302145.500000 Penalty: 3066.635498
	Iteration 13Q: 3 clusters Score -1302146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1302247.125000 Penalty: 3066.635498
	Iteration 14Q: 3 clusters Score -1302247 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1302330.375000 Penalty: 3066.635498
	Iteration 15Q: 3 clusters Score -1302330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1302410.500000 Penalty: 3066.635498
	Iteration 16Q: 3 clusters Score -1302410 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1302486.625000 Penalty: 3066.635498
	Iteration 17Q: 3 clusters Score -1302487 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1302552.000000 Penalty: 3066.635498
	Iteration 18Q: 3 clusters Score -1302552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1302614.500000 Penalty: 3066.635498
	Iteration 19Q: 3 clusters Score -1302614 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1302669.125000 Penalty: 3066.635498
	Iteration 20F: 3 clusters Score -1302669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1302723.125000 Penalty: 3066.635498
	Iteration 21Q: 3 clusters Score -1302723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1302774.875000 Penalty: 3066.635498
	Iteration 22Q: 3 clusters Score -1302775 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1302816.250000 Penalty: 3066.635498
	Iteration 23Q: 3 clusters Score -1302816 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1302854.750000 Penalty: 3066.635498
	Iteration 24Q: 3 clusters Score -1302855 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1302893.000000 Penalty: 3066.635498
	Iteration 25Q: 3 clusters Score -1302893 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1302925.500000 Penalty: 3066.635498
	Iteration 26Q: 3 clusters Score -1302926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1302965.375000 Penalty: 3066.635498
	Iteration 27Q: 3 clusters Score -1302965 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1303010.500000 Penalty: 3066.635498
	Iteration 28Q: 3 clusters Score -1303010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1303048.375000 Penalty: 3066.635498
	Iteration 29Q: 3 clusters Score -1303048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1303089.875000 Penalty: 3066.635498
	Iteration 30Q: 3 clusters Score -1303090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1303136.500000 Penalty: 3066.635498
	Iteration 31Q: 3 clusters Score -1303136 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1303186.000000 Penalty: 3066.635498
	Iteration 32Q: 3 clusters Score -1303186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1303233.125000 Penalty: 3066.635498
	Iteration 33Q: 3 clusters Score -1303233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1303272.500000 Penalty: 3066.635498
	Iteration 34Q: 3 clusters Score -1303272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1303303.125000 Penalty: 3066.635498
	Iteration 35Q: 3 clusters Score -1303303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1303332.125000 Penalty: 3066.635498
	Iteration 36Q: 3 clusters Score -1303332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1303366.375000 Penalty: 3066.635498
	Iteration 37Q: 3 clusters Score -1303366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1303402.875000 Penalty: 3066.635498
	Iteration 38Q: 3 clusters Score -1303403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1303448.250000 Penalty: 3066.635498
	Iteration 39Q: 3 clusters Score -1303448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1303502.125000 Penalty: 3066.635498
	Iteration 40F: 3 clusters Score -1303502 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1303586.250000 Penalty: 3066.635498
	Iteration 41Q: 3 clusters Score -1303586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1303680.000000 Penalty: 3066.635498
	Iteration 42Q: 3 clusters Score -1303680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1303784.500000 Penalty: 3066.635498
	Iteration 43Q: 3 clusters Score -1303784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1303909.750000 Penalty: 3066.635498
	Iteration 44Q: 3 clusters Score -1303910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1304011.875000 Penalty: 3066.635498
	Iteration 45Q: 3 clusters Score -1304012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1304059.000000 Penalty: 3066.635498
	Iteration 46Q: 3 clusters Score -1304059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1304091.500000 Penalty: 3066.635498
	Iteration 47Q: 3 clusters Score -1304092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1304111.000000 Penalty: 3066.635498
	Iteration 48Q: 3 clusters Score -1304111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1304131.625000 Penalty: 3066.635498
	Iteration 49Q: 3 clusters Score -1304132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1304134.375000 Penalty: 3066.635498
	Iteration 50Q: 3 clusters Score -1304134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1304138.500000 Penalty: 3066.635498
	Iteration 51Q: 3 clusters Score -1304138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1304141.625000 Penalty: 3066.635498
	Iteration 52Q: 3 clusters Score -1304142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1304141.000000 Penalty: 3066.635498
	Iteration 53Q: 3 clusters Score -1304141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1304143.000000 Penalty: 3066.635498
	Iteration 54Q: 3 clusters Score -1304143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1304143.000000 Penalty: 3066.635498
	Iteration 55F: 3 clusters Score -1304143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (162062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162062 members 
Entering Unmasked Estep 
Score: -17380730.000000 Penalty: 1949.306763
	Iteration 0F: 2 clusters Score -1.738073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -17275018.000000 Penalty: 3898.613525
	Iteration 0F: 3 clusters Score -1.727502e+07 nChanged 78268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -17320684.000000 Penalty: 3898.613525
	Iteration 1F: 3 clusters Score -1.732068e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -17321822.000000 Penalty: 3898.613525
	Iteration 2Q: 3 clusters Score -1.732182e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -17323038.000000 Penalty: 3898.613525
	Iteration 3Q: 3 clusters Score -1.732304e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -17325158.000000 Penalty: 3898.613525
	Iteration 4Q: 3 clusters Score -1.732516e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -17328360.000000 Penalty: 3898.613525
	Iteration 5Q: 3 clusters Score -1.732836e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -17333626.000000 Penalty: 3898.613525
	Iteration 6F: 3 clusters Score -1.733363e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -17342284.000000 Penalty: 3898.613525
	Iteration 7F: 3 clusters Score -1.734228e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -17352708.000000 Penalty: 3898.613525
	Iteration 8F: 3 clusters Score -1.735271e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -17359482.000000 Penalty: 3898.613525
	Iteration 9F: 3 clusters Score -1.735948e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -17362202.000000 Penalty: 3898.613525
	Iteration 10Q: 3 clusters Score -1.73622e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -17363664.000000 Penalty: 3898.613525
	Iteration 11Q: 3 clusters Score -1.736366e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -17364860.000000 Penalty: 3898.613525
	Iteration 12Q: 3 clusters Score -1.736486e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -17366112.000000 Penalty: 3898.613525
	Iteration 13Q: 3 clusters Score -1.736611e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -17367258.000000 Penalty: 3898.613525
	Iteration 14Q: 3 clusters Score -1.736726e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -17368338.000000 Penalty: 3898.613525
	Iteration 15Q: 3 clusters Score -1.736834e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -17369256.000000 Penalty: 3898.613525
	Iteration 16Q: 3 clusters Score -1.736926e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -17370108.000000 Penalty: 3898.613525
	Iteration 17Q: 3 clusters Score -1.737011e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -17370750.000000 Penalty: 3898.613525
	Iteration 18Q: 3 clusters Score -1.737075e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -17371254.000000 Penalty: 3898.613525
	Iteration 19Q: 3 clusters Score -1.737125e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -17371702.000000 Penalty: 3898.613525
	Iteration 20F: 3 clusters Score -1.73717e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93857 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -17371906.000000 Penalty: 3898.613525
	Iteration 21Q: 3 clusters Score -1.737191e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -17372192.000000 Penalty: 3898.613525
	Iteration 22Q: 3 clusters Score -1.737219e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -17372416.000000 Penalty: 3898.613525
	Iteration 23Q: 3 clusters Score -1.737242e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -17372602.000000 Penalty: 3898.613525
	Iteration 24Q: 3 clusters Score -1.73726e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -17372680.000000 Penalty: 3898.613525
	Iteration 25Q: 3 clusters Score -1.737268e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -17372750.000000 Penalty: 3898.613525
	Iteration 26Q: 3 clusters Score -1.737275e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -17372810.000000 Penalty: 3898.613525
	Iteration 27Q: 3 clusters Score -1.737281e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -17372834.000000 Penalty: 3898.613525
	Iteration 28Q: 3 clusters Score -1.737283e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -17372870.000000 Penalty: 3898.613525
	Iteration 29Q: 3 clusters Score -1.737287e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -17372916.000000 Penalty: 3898.613525
	Iteration 30Q: 3 clusters Score -1.737292e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -17372872.000000 Penalty: 3898.613525
	Iteration 31Q: 3 clusters Score -1.737287e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -17372952.000000 Penalty: 3898.613525
	Iteration 32Q: 3 clusters Score -1.737295e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -17373000.000000 Penalty: 3898.613525
	Iteration 33Q: 3 clusters Score -1.7373e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -17373098.000000 Penalty: 3898.613525
	Iteration 34Q: 3 clusters Score -1.73731e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -17373194.000000 Penalty: 3898.613525
	Iteration 35Q: 3 clusters Score -1.737319e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -17373228.000000 Penalty: 3898.613525
	Iteration 36Q: 3 clusters Score -1.737323e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -17373360.000000 Penalty: 3898.613525
	Iteration 37Q: 3 clusters Score -1.737336e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -17373462.000000 Penalty: 3898.613525
	Iteration 38Q: 3 clusters Score -1.737346e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -17373414.000000 Penalty: 3898.613525
	Iteration 39Q: 3 clusters Score -1.737341e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -17373524.000000 Penalty: 3898.613525
	Iteration 40F: 3 clusters Score -1.737352e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -17373626.000000 Penalty: 3898.613525
	Iteration 41Q: 3 clusters Score -1.737363e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -17373662.000000 Penalty: 3898.613525
	Iteration 42Q: 3 clusters Score -1.737366e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -17373760.000000 Penalty: 3898.613525
	Iteration 43Q: 3 clusters Score -1.737376e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -17373832.000000 Penalty: 3898.613525
	Iteration 44Q: 3 clusters Score -1.737383e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -17373958.000000 Penalty: 3898.613525
	Iteration 45Q: 3 clusters Score -1.737396e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -17374028.000000 Penalty: 3898.613525
	Iteration 46Q: 3 clusters Score -1.737403e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -17374138.000000 Penalty: 3898.613525
	Iteration 47Q: 3 clusters Score -1.737414e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -17374236.000000 Penalty: 3898.613525
	Iteration 48Q: 3 clusters Score -1.737424e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -17374256.000000 Penalty: 3898.613525
	Iteration 49Q: 3 clusters Score -1.737426e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -17374362.000000 Penalty: 3898.613525
	Iteration 50Q: 3 clusters Score -1.737436e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -17374366.000000 Penalty: 3898.613525
	Iteration 51Q: 3 clusters Score -1.737437e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -17374492.000000 Penalty: 3898.613525
	Iteration 52Q: 3 clusters Score -1.737449e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -17374540.000000 Penalty: 3898.613525
	Iteration 53Q: 3 clusters Score -1.737454e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -17374622.000000 Penalty: 3898.613525
	Iteration 54Q: 3 clusters Score -1.737462e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -17374704.000000 Penalty: 3898.613525
	Iteration 55Q: 3 clusters Score -1.73747e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -17374838.000000 Penalty: 3898.613525
	Iteration 56Q: 3 clusters Score -1.737484e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -17374904.000000 Penalty: 3898.613525
	Iteration 57Q: 3 clusters Score -1.73749e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -17375026.000000 Penalty: 3898.613525
	Iteration 58Q: 3 clusters Score -1.737503e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -17375136.000000 Penalty: 3898.613525
	Iteration 59Q: 3 clusters Score -1.737514e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -17375310.000000 Penalty: 3898.613525
	Iteration 60F: 3 clusters Score -1.737531e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -17375450.000000 Penalty: 3898.613525
	Iteration 61Q: 3 clusters Score -1.737545e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124184 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -17375508.000000 Penalty: 3898.613525
	Iteration 62Q: 3 clusters Score -1.737551e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -17375654.000000 Penalty: 3898.613525
	Iteration 63Q: 3 clusters Score -1.737565e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -17375804.000000 Penalty: 3898.613525
	Iteration 64Q: 3 clusters Score -1.73758e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127484 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -17376084.000000 Penalty: 3898.613525
	Iteration 65Q: 3 clusters Score -1.737608e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -17376242.000000 Penalty: 3898.613525
	Iteration 66Q: 3 clusters Score -1.737624e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -17376330.000000 Penalty: 3898.613525
	Iteration 67Q: 3 clusters Score -1.737633e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130893 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -17376558.000000 Penalty: 3898.613525
	Iteration 68Q: 3 clusters Score -1.737656e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132058 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -17376756.000000 Penalty: 3898.613525
	Iteration 69Q: 3 clusters Score -1.737676e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -17377066.000000 Penalty: 3898.613525
	Iteration 70Q: 3 clusters Score -1.737707e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -17377254.000000 Penalty: 3898.613525
	Iteration 71Q: 3 clusters Score -1.737725e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135557 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -17377394.000000 Penalty: 3898.613525
	Iteration 72Q: 3 clusters Score -1.737739e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -17377502.000000 Penalty: 3898.613525
	Iteration 73Q: 3 clusters Score -1.73775e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137833 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -17377594.000000 Penalty: 3898.613525
	Iteration 74Q: 3 clusters Score -1.737759e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -17377796.000000 Penalty: 3898.613525
	Iteration 75Q: 3 clusters Score -1.73778e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140040 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -17378006.000000 Penalty: 3898.613525
	Iteration 76Q: 3 clusters Score -1.737801e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -17378172.000000 Penalty: 3898.613525
	Iteration 77Q: 3 clusters Score -1.737817e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -17378388.000000 Penalty: 3898.613525
	Iteration 78Q: 3 clusters Score -1.737839e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143517 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -17378544.000000 Penalty: 3898.613525
	Iteration 79Q: 3 clusters Score -1.737854e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144543 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -17378660.000000 Penalty: 3898.613525
	Iteration 80F: 3 clusters Score -1.737866e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -17378784.000000 Penalty: 3898.613525
	Iteration 81Q: 3 clusters Score -1.737878e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146466 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -17378968.000000 Penalty: 3898.613525
	Iteration 82Q: 3 clusters Score -1.737897e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -17379084.000000 Penalty: 3898.613525
	Iteration 83Q: 3 clusters Score -1.737908e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -17379178.000000 Penalty: 3898.613525
	Iteration 84Q: 3 clusters Score -1.737918e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148941 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -17379250.000000 Penalty: 3898.613525
	Iteration 85Q: 3 clusters Score -1.737925e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -17379344.000000 Penalty: 3898.613525
	Iteration 86Q: 3 clusters Score -1.737934e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -17379480.000000 Penalty: 3898.613525
	Iteration 87Q: 3 clusters Score -1.737948e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -17379518.000000 Penalty: 3898.613525
	Iteration 88Q: 3 clusters Score -1.737952e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -17379584.000000 Penalty: 3898.613525
	Iteration 89Q: 3 clusters Score -1.737958e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -17379614.000000 Penalty: 3898.613525
	Iteration 90Q: 3 clusters Score -1.737961e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -17379722.000000 Penalty: 3898.613525
	Iteration 91Q: 3 clusters Score -1.737972e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -17379732.000000 Penalty: 3898.613525
	Iteration 92Q: 3 clusters Score -1.737973e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -17379856.000000 Penalty: 3898.613525
	Iteration 93Q: 3 clusters Score -1.737986e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -17379868.000000 Penalty: 3898.613525
	Iteration 94Q: 3 clusters Score -1.737987e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -17379952.000000 Penalty: 3898.613525
	Iteration 95Q: 3 clusters Score -1.737995e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -17379990.000000 Penalty: 3898.613525
	Iteration 96Q: 3 clusters Score -1.737999e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -17379982.000000 Penalty: 3898.613525
	Iteration 97Q: 3 clusters Score -1.737998e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -17379970.000000 Penalty: 3898.613525
	Iteration 98Q: 3 clusters Score -1.737997e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -17380022.000000 Penalty: 3898.613525
	Iteration 99Q: 3 clusters Score -1.738002e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -17380066.000000 Penalty: 3898.613525
	Iteration 100F: 3 clusters Score -1.738007e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156676 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -17380096.000000 Penalty: 3898.613525
	Iteration 101Q: 3 clusters Score -1.73801e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -17380132.000000 Penalty: 3898.613525
	Iteration 102Q: 3 clusters Score -1.738013e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -17380142.000000 Penalty: 3898.613525
	Iteration 103Q: 3 clusters Score -1.738014e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -17380126.000000 Penalty: 3898.613525
	Iteration 104Q: 3 clusters Score -1.738013e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -17380118.000000 Penalty: 3898.613525
	Iteration 105Q: 3 clusters Score -1.738012e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -17380126.000000 Penalty: 3898.613525
	Iteration 106Q: 3 clusters Score -1.738013e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -17380076.000000 Penalty: 3898.613525
	Iteration 107Q: 3 clusters Score -1.738008e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -17380086.000000 Penalty: 3898.613525
	Iteration 108Q: 3 clusters Score -1.738009e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -17380080.000000 Penalty: 3898.613525
	Iteration 109Q: 3 clusters Score -1.738008e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -17380056.000000 Penalty: 3898.613525
	Iteration 110Q: 3 clusters Score -1.738006e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17380060.000000 Penalty: 3898.613525
	Iteration 111Q: 3 clusters Score -1.738006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -17380034.000000 Penalty: 3898.613525
	Iteration 112Q: 3 clusters Score -1.738003e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -17380052.000000 Penalty: 3898.613525
	Iteration 113Q: 3 clusters Score -1.738005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -17380078.000000 Penalty: 3898.613525
	Iteration 114Q: 3 clusters Score -1.738008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -17380072.000000 Penalty: 3898.613525
	Iteration 115Q: 3 clusters Score -1.738007e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158582 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -17380076.000000 Penalty: 3898.613525
	Iteration 116Q: 3 clusters Score -1.738008e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -17380042.000000 Penalty: 3898.613525
	Iteration 117Q: 3 clusters Score -1.738004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -17380042.000000 Penalty: 3898.613525
	Iteration 118Q: 3 clusters Score -1.738004e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17380054.000000 Penalty: 3898.613525
	Iteration 119Q: 3 clusters Score -1.738005e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -17380062.000000 Penalty: 3898.613525
	Iteration 120F: 3 clusters Score -1.738006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -17380046.000000 Penalty: 3898.613525
	Iteration 121Q: 3 clusters Score -1.738005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158886 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -17380036.000000 Penalty: 3898.613525
	Iteration 122Q: 3 clusters Score -1.738004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -17380058.000000 Penalty: 3898.613525
	Iteration 123Q: 3 clusters Score -1.738006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -17380042.000000 Penalty: 3898.613525
	Iteration 124Q: 3 clusters Score -1.738004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -17380066.000000 Penalty: 3898.613525
	Iteration 125Q: 3 clusters Score -1.738007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -17380062.000000 Penalty: 3898.613525
	Iteration 126Q: 3 clusters Score -1.738006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159052 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -17380048.000000 Penalty: 3898.613525
	Iteration 127Q: 3 clusters Score -1.738005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -17380042.000000 Penalty: 3898.613525
	Iteration 128Q: 3 clusters Score -1.738004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -17380050.000000 Penalty: 3898.613525
	Iteration 129Q: 3 clusters Score -1.738005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -17380034.000000 Penalty: 3898.613525
	Iteration 130Q: 3 clusters Score -1.738003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159218 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -17380022.000000 Penalty: 3898.613525
	Iteration 131Q: 3 clusters Score -1.738002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -17380044.000000 Penalty: 3898.613525
	Iteration 132Q: 3 clusters Score -1.738004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -17380032.000000 Penalty: 3898.613525
	Iteration 133Q: 3 clusters Score -1.738003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159316 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -17380030.000000 Penalty: 3898.613525
	Iteration 134Q: 3 clusters Score -1.738003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -17380020.000000 Penalty: 3898.613525
	Iteration 135Q: 3 clusters Score -1.738002e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -17380004.000000 Penalty: 3898.613525
	Iteration 136Q: 3 clusters Score -1.738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -17380006.000000 Penalty: 3898.613525
	Iteration 137Q: 3 clusters Score -1.738001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -17379986.000000 Penalty: 3898.613525
	Iteration 138Q: 3 clusters Score -1.737999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159430 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -17379984.000000 Penalty: 3898.613525
	Iteration 139Q: 3 clusters Score -1.737998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159449 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17379994.000000 Penalty: 3898.613525
	Iteration 140F: 3 clusters Score -1.737999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -17379984.000000 Penalty: 3898.613525
	Iteration 141Q: 3 clusters Score -1.737998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -17379992.000000 Penalty: 3898.613525
	Iteration 142Q: 3 clusters Score -1.737999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159495 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 143Q: 3 clusters Score -1.738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -17379982.000000 Penalty: 3898.613525
	Iteration 144Q: 3 clusters Score -1.737998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -17379976.000000 Penalty: 3898.613525
	Iteration 145Q: 3 clusters Score -1.737998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 146Q: 3 clusters Score -1.738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17380006.000000 Penalty: 3898.613525
	Iteration 147Q: 3 clusters Score -1.738001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17379986.000000 Penalty: 3898.613525
	Iteration 148Q: 3 clusters Score -1.737999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 149Q: 3 clusters Score -1.738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159591 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -17379990.000000 Penalty: 3898.613525
	Iteration 150Q: 3 clusters Score -1.737999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -17379984.000000 Penalty: 3898.613525
	Iteration 151Q: 3 clusters Score -1.737998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -17379986.000000 Penalty: 3898.613525
	Iteration 152Q: 3 clusters Score -1.737999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -17380010.000000 Penalty: 3898.613525
	Iteration 153Q: 3 clusters Score -1.738001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 154Q: 3 clusters Score -1.738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 155Q: 3 clusters Score -1.738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -17379990.000000 Penalty: 3898.613525
	Iteration 156Q: 3 clusters Score -1.737999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -17379978.000000 Penalty: 3898.613525
	Iteration 157Q: 3 clusters Score -1.737998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17379978.000000 Penalty: 3898.613525
	Iteration 158Q: 3 clusters Score -1.737998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -17379994.000000 Penalty: 3898.613525
	Iteration 159Q: 3 clusters Score -1.737999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -17379994.000000 Penalty: 3898.613525
	Iteration 160F: 3 clusters Score -1.737999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -17380006.000000 Penalty: 3898.613525
	Iteration 161Q: 3 clusters Score -1.738001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -17380008.000000 Penalty: 3898.613525
	Iteration 162Q: 3 clusters Score -1.738001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17380004.000000 Penalty: 3898.613525
	Iteration 163Q: 3 clusters Score -1.738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17379998.000000 Penalty: 3898.613525
	Iteration 164Q: 3 clusters Score -1.738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 165Q: 3 clusters Score -1.738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -17380004.000000 Penalty: 3898.613525
	Iteration 166Q: 3 clusters Score -1.738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17379998.000000 Penalty: 3898.613525
	Iteration 167Q: 3 clusters Score -1.738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17380008.000000 Penalty: 3898.613525
	Iteration 168Q: 3 clusters Score -1.738001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -17380012.000000 Penalty: 3898.613525
	Iteration 169Q: 3 clusters Score -1.738001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17380000.000000 Penalty: 3898.613525
	Iteration 170Q: 3 clusters Score -1.738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -17380008.000000 Penalty: 3898.613525
	Iteration 171Q: 3 clusters Score -1.738001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -17380004.000000 Penalty: 3898.613525
	Iteration 172Q: 3 clusters Score -1.738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -17380004.000000 Penalty: 3898.613525
	Iteration 173F: 3 clusters Score -1.738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Entering Unmasked Estep 
Score: -2288206.500000 Penalty: 1621.499023
	Iteration 0F: 2 clusters Score -2288206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2273634.750000 Penalty: 3242.998047
	Iteration 0F: 3 clusters Score -2273635 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2278934.500000 Penalty: 3242.998047
	Iteration 1F: 3 clusters Score -2278934 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2279462.000000 Penalty: 3242.998047
	Iteration 2F: 3 clusters Score -2279462 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2280235.500000 Penalty: 3242.998047
	Iteration 3F: 3 clusters Score -2280236 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2281451.500000 Penalty: 3242.998047
	Iteration 4F: 3 clusters Score -2281452 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2282986.250000 Penalty: 3242.998047
	Iteration 5F: 3 clusters Score -2282986 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2284340.500000 Penalty: 3242.998047
	Iteration 6F: 3 clusters Score -2284340 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2285343.000000 Penalty: 3242.998047
	Iteration 7F: 3 clusters Score -2285343 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2286082.000000 Penalty: 3242.998047
	Iteration 8Q: 3 clusters Score -2286082 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2286507.000000 Penalty: 3242.998047
	Iteration 9Q: 3 clusters Score -2286507 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2286754.000000 Penalty: 3242.998047
	Iteration 10Q: 3 clusters Score -2286754 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2286899.250000 Penalty: 3242.998047
	Iteration 11Q: 3 clusters Score -2286899 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2286959.500000 Penalty: 3242.998047
	Iteration 12Q: 3 clusters Score -2286960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2286994.000000 Penalty: 3242.998047
	Iteration 13Q: 3 clusters Score -2286994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2287022.250000 Penalty: 3242.998047
	Iteration 14Q: 3 clusters Score -2287022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2287048.000000 Penalty: 3242.998047
	Iteration 15Q: 3 clusters Score -2287048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2287055.750000 Penalty: 3242.998047
	Iteration 16Q: 3 clusters Score -2287056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2287070.000000 Penalty: 3242.998047
	Iteration 17Q: 3 clusters Score -2287070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2287081.250000 Penalty: 3242.998047
	Iteration 18Q: 3 clusters Score -2287081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2287087.500000 Penalty: 3242.998047
	Iteration 19Q: 3 clusters Score -2287088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2287087.750000 Penalty: 3242.998047
	Iteration 20F: 3 clusters Score -2287088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2287099.500000 Penalty: 3242.998047
	Iteration 21Q: 3 clusters Score -2287100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2287103.500000 Penalty: 3242.998047
	Iteration 22Q: 3 clusters Score -2287104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2287107.750000 Penalty: 3242.998047
	Iteration 23Q: 3 clusters Score -2287108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2287105.250000 Penalty: 3242.998047
	Iteration 24Q: 3 clusters Score -2287105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2287108.500000 Penalty: 3242.998047
	Iteration 25Q: 3 clusters Score -2287108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2287116.000000 Penalty: 3242.998047
	Iteration 26Q: 3 clusters Score -2287116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2287115.500000 Penalty: 3242.998047
	Iteration 27Q: 3 clusters Score -2287116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2287117.750000 Penalty: 3242.998047
	Iteration 28Q: 3 clusters Score -2287118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2287122.250000 Penalty: 3242.998047
	Iteration 29Q: 3 clusters Score -2287122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2287127.500000 Penalty: 3242.998047
	Iteration 30Q: 3 clusters Score -2287128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2287123.750000 Penalty: 3242.998047
	Iteration 31Q: 3 clusters Score -2287124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2287130.250000 Penalty: 3242.998047
	Iteration 32Q: 3 clusters Score -2287130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2287126.750000 Penalty: 3242.998047
	Iteration 33Q: 3 clusters Score -2287127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2287132.000000 Penalty: 3242.998047
	Iteration 34Q: 3 clusters Score -2287132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2287136.000000 Penalty: 3242.998047
	Iteration 35Q: 3 clusters Score -2287136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2287139.250000 Penalty: 3242.998047
	Iteration 36Q: 3 clusters Score -2287139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2287136.750000 Penalty: 3242.998047
	Iteration 37Q: 3 clusters Score -2287137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2287144.750000 Penalty: 3242.998047
	Iteration 38Q: 3 clusters Score -2287145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2287147.750000 Penalty: 3242.998047
	Iteration 39Q: 3 clusters Score -2287148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2287148.000000 Penalty: 3242.998047
	Iteration 40F: 3 clusters Score -2287148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2287152.000000 Penalty: 3242.998047
	Iteration 41Q: 3 clusters Score -2287152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2287153.500000 Penalty: 3242.998047
	Iteration 42Q: 3 clusters Score -2287154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2287156.750000 Penalty: 3242.998047
	Iteration 43Q: 3 clusters Score -2287157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2287162.000000 Penalty: 3242.998047
	Iteration 44Q: 3 clusters Score -2287162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2287167.500000 Penalty: 3242.998047
	Iteration 45Q: 3 clusters Score -2287168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2287171.250000 Penalty: 3242.998047
	Iteration 46Q: 3 clusters Score -2287171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2287174.000000 Penalty: 3242.998047
	Iteration 47Q: 3 clusters Score -2287174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2287174.500000 Penalty: 3242.998047
	Iteration 48Q: 3 clusters Score -2287174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2287173.250000 Penalty: 3242.998047
	Iteration 49Q: 3 clusters Score -2287173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2287175.000000 Penalty: 3242.998047
	Iteration 50Q: 3 clusters Score -2287175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2287174.750000 Penalty: 3242.998047
	Iteration 51Q: 3 clusters Score -2287175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2287175.750000 Penalty: 3242.998047
	Iteration 52Q: 3 clusters Score -2287176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2287176.750000 Penalty: 3242.998047
	Iteration 53Q: 3 clusters Score -2287177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2287177.250000 Penalty: 3242.998047
	Iteration 54Q: 3 clusters Score -2287177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2287178.750000 Penalty: 3242.998047
	Iteration 55Q: 3 clusters Score -2287179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2287180.000000 Penalty: 3242.998047
	Iteration 56Q: 3 clusters Score -2287180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2287178.250000 Penalty: 3242.998047
	Iteration 57Q: 3 clusters Score -2287178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2287176.250000 Penalty: 3242.998047
	Iteration 58Q: 3 clusters Score -2287176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2287177.500000 Penalty: 3242.998047
	Iteration 59Q: 3 clusters Score -2287178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2287176.250000 Penalty: 3242.998047
	Iteration 60F: 3 clusters Score -2287176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2287175.000000 Penalty: 3242.998047
	Iteration 61Q: 3 clusters Score -2287175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2287176.250000 Penalty: 3242.998047
	Iteration 62Q: 3 clusters Score -2287176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2287175.500000 Penalty: 3242.998047
	Iteration 63Q: 3 clusters Score -2287176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2287174.500000 Penalty: 3242.998047
	Iteration 64Q: 3 clusters Score -2287174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2287173.500000 Penalty: 3242.998047
	Iteration 65Q: 3 clusters Score -2287174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2287173.000000 Penalty: 3242.998047
	Iteration 66Q: 3 clusters Score -2287173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2287173.000000 Penalty: 3242.998047
	Iteration 67Q: 3 clusters Score -2287173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2287173.000000 Penalty: 3242.998047
	Iteration 68F: 3 clusters Score -2287173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Entering Unmasked Estep 
Score: -6214864.500000 Penalty: 1786.552368
	Iteration 0F: 2 clusters Score -6214864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6175260.500000 Penalty: 3573.104736
	Iteration 0F: 3 clusters Score -6175260 nChanged 28016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6191025.500000 Penalty: 3573.104736
	Iteration 1F: 3 clusters Score -6191026 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -6191472.000000 Penalty: 3573.104736
	Iteration 2Q: 3 clusters Score -6191472 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -6191967.500000 Penalty: 3573.104736
	Iteration 3Q: 3 clusters Score -6191968 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6192621.000000 Penalty: 3573.104736
	Iteration 4Q: 3 clusters Score -6192621 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6193620.000000 Penalty: 3573.104736
	Iteration 5Q: 3 clusters Score -6193620 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -6195304.000000 Penalty: 3573.104736
	Iteration 6F: 3 clusters Score -6195304 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -6198028.000000 Penalty: 3573.104736
	Iteration 7F: 3 clusters Score -6198028 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6201694.000000 Penalty: 3573.104736
	Iteration 8F: 3 clusters Score -6201694 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -6205641.000000 Penalty: 3573.104736
	Iteration 9F: 3 clusters Score -6205641 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6208925.500000 Penalty: 3573.104736
	Iteration 10F: 3 clusters Score -6208926 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6210972.000000 Penalty: 3573.104736
	Iteration 11Q: 3 clusters Score -6210972 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6212206.500000 Penalty: 3573.104736
	Iteration 12Q: 3 clusters Score -6212206 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6212865.500000 Penalty: 3573.104736
	Iteration 13Q: 3 clusters Score -6212866 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6213274.000000 Penalty: 3573.104736
	Iteration 14Q: 3 clusters Score -6213274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6213493.000000 Penalty: 3573.104736
	Iteration 15Q: 3 clusters Score -6213493 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6213636.500000 Penalty: 3573.104736
	Iteration 16Q: 3 clusters Score -6213636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6213775.500000 Penalty: 3573.104736
	Iteration 17Q: 3 clusters Score -6213776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6213852.500000 Penalty: 3573.104736
	Iteration 18Q: 3 clusters Score -6213852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6213888.500000 Penalty: 3573.104736
	Iteration 19Q: 3 clusters Score -6213888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6213906.500000 Penalty: 3573.104736
	Iteration 20F: 3 clusters Score -6213906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6213928.500000 Penalty: 3573.104736
	Iteration 21Q: 3 clusters Score -6213928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6213941.000000 Penalty: 3573.104736
	Iteration 22Q: 3 clusters Score -6213941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6213962.000000 Penalty: 3573.104736
	Iteration 23Q: 3 clusters Score -6213962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6213966.000000 Penalty: 3573.104736
	Iteration 24Q: 3 clusters Score -6213966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6213973.000000 Penalty: 3573.104736
	Iteration 25Q: 3 clusters Score -6213973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6213972.500000 Penalty: 3573.104736
	Iteration 26Q: 3 clusters Score -6213972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6213975.500000 Penalty: 3573.104736
	Iteration 27Q: 3 clusters Score -6213976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6213975.500000 Penalty: 3573.104736
	Iteration 28F: 3 clusters Score -6213976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Entering Unmasked Estep 
Score: -1368804.875000 Penalty: 1539.863647
	Iteration 0F: 2 clusters Score -1368805 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 6561 members 
Entering Unmasked Estep 
Score: -1359605.625000 Penalty: 3079.727295
	Iteration 0F: 3 clusters Score -1359606 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1362901.000000 Penalty: 3079.727295
	Iteration 1F: 3 clusters Score -1362901 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1363243.250000 Penalty: 3079.727295
	Iteration 2F: 3 clusters Score -1363243 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1363557.375000 Penalty: 3079.727295
	Iteration 3F: 3 clusters Score -1363557 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1363863.000000 Penalty: 3079.727295
	Iteration 4Q: 3 clusters Score -1363863 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1364184.750000 Penalty: 3079.727295
	Iteration 5Q: 3 clusters Score -1364185 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1364510.000000 Penalty: 3079.727295
	Iteration 6Q: 3 clusters Score -1364510 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1364890.875000 Penalty: 3079.727295
	Iteration 7Q: 3 clusters Score -1364891 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1365295.625000 Penalty: 3079.727295
	Iteration 8Q: 3 clusters Score -1365296 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1365671.875000 Penalty: 3079.727295
	Iteration 9Q: 3 clusters Score -1365672 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1366018.875000 Penalty: 3079.727295
	Iteration 10Q: 3 clusters Score -1366019 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1366338.375000 Penalty: 3079.727295
	Iteration 11Q: 3 clusters Score -1366338 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1366557.750000 Penalty: 3079.727295
	Iteration 12Q: 3 clusters Score -1366558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1366706.875000 Penalty: 3079.727295
	Iteration 13Q: 3 clusters Score -1366707 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1366811.375000 Penalty: 3079.727295
	Iteration 14Q: 3 clusters Score -1366811 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1366905.000000 Penalty: 3079.727295
	Iteration 15Q: 3 clusters Score -1366905 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1367000.125000 Penalty: 3079.727295
	Iteration 16Q: 3 clusters Score -1367000 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1367102.000000 Penalty: 3079.727295
	Iteration 17Q: 3 clusters Score -1367102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1367191.875000 Penalty: 3079.727295
	Iteration 18Q: 3 clusters Score -1367192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1367260.625000 Penalty: 3079.727295
	Iteration 19Q: 3 clusters Score -1367261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1367322.375000 Penalty: 3079.727295
	Iteration 20F: 3 clusters Score -1367322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1367378.125000 Penalty: 3079.727295
	Iteration 21Q: 3 clusters Score -1367378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1367436.375000 Penalty: 3079.727295
	Iteration 22Q: 3 clusters Score -1367436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1367485.875000 Penalty: 3079.727295
	Iteration 23Q: 3 clusters Score -1367486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1367525.625000 Penalty: 3079.727295
	Iteration 24Q: 3 clusters Score -1367526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1367572.500000 Penalty: 3079.727295
	Iteration 25Q: 3 clusters Score -1367572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1367625.750000 Penalty: 3079.727295
	Iteration 26Q: 3 clusters Score -1367626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1367663.500000 Penalty: 3079.727295
	Iteration 27Q: 3 clusters Score -1367664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1367678.875000 Penalty: 3079.727295
	Iteration 28Q: 3 clusters Score -1367679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1367689.750000 Penalty: 3079.727295
	Iteration 29Q: 3 clusters Score -1367690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1367695.250000 Penalty: 3079.727295
	Iteration 30Q: 3 clusters Score -1367695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1367702.750000 Penalty: 3079.727295
	Iteration 31Q: 3 clusters Score -1367703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1367706.500000 Penalty: 3079.727295
	Iteration 32Q: 3 clusters Score -1367706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1367711.125000 Penalty: 3079.727295
	Iteration 33Q: 3 clusters Score -1367711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1367716.250000 Penalty: 3079.727295
	Iteration 34Q: 3 clusters Score -1367716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1367716.625000 Penalty: 3079.727295
	Iteration 35Q: 3 clusters Score -1367717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1367716.500000 Penalty: 3079.727295
	Iteration 36Q: 3 clusters Score -1367716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1367719.000000 Penalty: 3079.727295
	Iteration 37Q: 3 clusters Score -1367719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1367719.500000 Penalty: 3079.727295
	Iteration 38Q: 3 clusters Score -1367720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1367722.375000 Penalty: 3079.727295
	Iteration 39Q: 3 clusters Score -1367722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1367724.375000 Penalty: 3079.727295
	Iteration 40F: 3 clusters Score -1367724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1367728.750000 Penalty: 3079.727295
	Iteration 41Q: 3 clusters Score -1367729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1367730.625000 Penalty: 3079.727295
	Iteration 42Q: 3 clusters Score -1367731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1367730.750000 Penalty: 3079.727295
	Iteration 43Q: 3 clusters Score -1367731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1367735.375000 Penalty: 3079.727295
	Iteration 44Q: 3 clusters Score -1367735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1367736.000000 Penalty: 3079.727295
	Iteration 45Q: 3 clusters Score -1367736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1367736.000000 Penalty: 3079.727295
	Iteration 46F: 3 clusters Score -1367736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -22096.097656 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -22096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21468.974609 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -21468.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21794.640625 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -21794.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21869.328125 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -21869.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21914.031250 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -21914.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21989.376953 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -21989.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22040.644531 Penalty: 1841.588623
	Iteration 5F: 3 clusters Score -22040.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22143.931641 Penalty: 1841.588623
	Iteration 6F: 3 clusters Score -22143.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22268.750000 Penalty: 1841.588623
	Iteration 7F: 3 clusters Score -22268.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22372.285156 Penalty: 1841.588623
	Iteration 8Q: 3 clusters Score -22372.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22545.664062 Penalty: 1841.588623
	Iteration 9Q: 3 clusters Score -22545.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22680.197266 Penalty: 1841.588623
	Iteration 10Q: 3 clusters Score -22680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22699.017578 Penalty: 1841.588623
	Iteration 11Q: 3 clusters Score -22699.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22719.837891 Penalty: 1841.588623
	Iteration 12F: 3 clusters Score -22719.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22824.251953 Penalty: 1841.588623
	Iteration 13Q: 3 clusters Score -22824.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22825.042969 Penalty: 1841.588623
	Iteration 14Q: 3 clusters Score -22825.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22825.042969 Penalty: 1841.588623
	Iteration 15F: 3 clusters Score -22825.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 162062 members 
Mstep: Class 4 contains 21557 members 
Mstep: Class 5 contains 59526 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 117 members 
Mstep: Class 8 contains 174561 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 10 contains 49201 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 25641 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24470 members 
Mstep: Class 15 contains 70192 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 19 contains 25114 members 
Entering Unmasked Estep 
Score: -84459280.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84459336.000000 to -84459280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (174561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Entering Unmasked Estep 
Score: -18601864.000000 Penalty: 1961.379761
	Iteration 0F: 2 clusters Score -1.860186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -18489118.000000 Penalty: 3922.759521
	Iteration 0F: 3 clusters Score -1.848912e+07 nChanged 84433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -18541194.000000 Penalty: 3922.759521
	Iteration 1F: 3 clusters Score -1.854119e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -18544456.000000 Penalty: 3922.759521
	Iteration 2Q: 3 clusters Score -1.854446e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -18549100.000000 Penalty: 3922.759521
	Iteration 3F: 3 clusters Score -1.85491e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -18555656.000000 Penalty: 3922.759521
	Iteration 4F: 3 clusters Score -1.855566e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -18563932.000000 Penalty: 3922.759521
	Iteration 5F: 3 clusters Score -1.856393e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -18572946.000000 Penalty: 3922.759521
	Iteration 6F: 3 clusters Score -1.857295e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -18581138.000000 Penalty: 3922.759521
	Iteration 7F: 3 clusters Score -1.858114e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -18586408.000000 Penalty: 3922.759521
	Iteration 8F: 3 clusters Score -1.858641e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -18589268.000000 Penalty: 3922.759521
	Iteration 9Q: 3 clusters Score -1.858927e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -18590748.000000 Penalty: 3922.759521
	Iteration 10Q: 3 clusters Score -1.859075e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -18591624.000000 Penalty: 3922.759521
	Iteration 11Q: 3 clusters Score -1.859162e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -18592034.000000 Penalty: 3922.759521
	Iteration 12Q: 3 clusters Score -1.859203e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -18592396.000000 Penalty: 3922.759521
	Iteration 13Q: 3 clusters Score -1.85924e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -18592768.000000 Penalty: 3922.759521
	Iteration 14Q: 3 clusters Score -1.859277e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -18593084.000000 Penalty: 3922.759521
	Iteration 15Q: 3 clusters Score -1.859308e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -18593448.000000 Penalty: 3922.759521
	Iteration 16Q: 3 clusters Score -1.859345e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -18593764.000000 Penalty: 3922.759521
	Iteration 17Q: 3 clusters Score -1.859376e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122441 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -18593916.000000 Penalty: 3922.759521
	Iteration 18Q: 3 clusters Score -1.859392e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -18594134.000000 Penalty: 3922.759521
	Iteration 19Q: 3 clusters Score -1.859413e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124366 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -18594290.000000 Penalty: 3922.759521
	Iteration 20F: 3 clusters Score -1.859429e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -18594486.000000 Penalty: 3922.759521
	Iteration 21Q: 3 clusters Score -1.859449e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -18594624.000000 Penalty: 3922.759521
	Iteration 22Q: 3 clusters Score -1.859462e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127090 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -18594722.000000 Penalty: 3922.759521
	Iteration 23Q: 3 clusters Score -1.859472e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -18594864.000000 Penalty: 3922.759521
	Iteration 24Q: 3 clusters Score -1.859486e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -18594990.000000 Penalty: 3922.759521
	Iteration 25Q: 3 clusters Score -1.859499e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130034 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -18595192.000000 Penalty: 3922.759521
	Iteration 26Q: 3 clusters Score -1.859519e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131081 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -18595282.000000 Penalty: 3922.759521
	Iteration 27Q: 3 clusters Score -1.859528e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132247 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -18595420.000000 Penalty: 3922.759521
	Iteration 28Q: 3 clusters Score -1.859542e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -18595658.000000 Penalty: 3922.759521
	Iteration 29Q: 3 clusters Score -1.859566e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -18595892.000000 Penalty: 3922.759521
	Iteration 30Q: 3 clusters Score -1.859589e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -18596144.000000 Penalty: 3922.759521
	Iteration 31Q: 3 clusters Score -1.859614e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -18596420.000000 Penalty: 3922.759521
	Iteration 32Q: 3 clusters Score -1.859642e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -18596670.000000 Penalty: 3922.759521
	Iteration 33Q: 3 clusters Score -1.859667e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -18596918.000000 Penalty: 3922.759521
	Iteration 34Q: 3 clusters Score -1.859692e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -18597168.000000 Penalty: 3922.759521
	Iteration 35Q: 3 clusters Score -1.859717e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143278 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -18597508.000000 Penalty: 3922.759521
	Iteration 36Q: 3 clusters Score -1.859751e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -18597948.000000 Penalty: 3922.759521
	Iteration 37Q: 3 clusters Score -1.859795e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146538 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -18598298.000000 Penalty: 3922.759521
	Iteration 38Q: 3 clusters Score -1.85983e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -18598560.000000 Penalty: 3922.759521
	Iteration 39Q: 3 clusters Score -1.859856e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150044 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -18598874.000000 Penalty: 3922.759521
	Iteration 40F: 3 clusters Score -1.859887e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -18599166.000000 Penalty: 3922.759521
	Iteration 41Q: 3 clusters Score -1.859917e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -18599530.000000 Penalty: 3922.759521
	Iteration 42Q: 3 clusters Score -1.859953e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155182 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -18599742.000000 Penalty: 3922.759521
	Iteration 43Q: 3 clusters Score -1.859974e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -18599980.000000 Penalty: 3922.759521
	Iteration 44Q: 3 clusters Score -1.859998e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -18600098.000000 Penalty: 3922.759521
	Iteration 45Q: 3 clusters Score -1.86001e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -18600174.000000 Penalty: 3922.759521
	Iteration 46Q: 3 clusters Score -1.860017e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -18600306.000000 Penalty: 3922.759521
	Iteration 47Q: 3 clusters Score -1.860031e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -18600454.000000 Penalty: 3922.759521
	Iteration 48Q: 3 clusters Score -1.860045e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -18600678.000000 Penalty: 3922.759521
	Iteration 49Q: 3 clusters Score -1.860068e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -18600782.000000 Penalty: 3922.759521
	Iteration 50Q: 3 clusters Score -1.860078e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -18600866.000000 Penalty: 3922.759521
	Iteration 51Q: 3 clusters Score -1.860087e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -18600978.000000 Penalty: 3922.759521
	Iteration 52Q: 3 clusters Score -1.860098e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166898 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -18600924.000000 Penalty: 3922.759521
	Iteration 53Q: 3 clusters Score -1.860092e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -18601006.000000 Penalty: 3922.759521
	Iteration 54Q: 3 clusters Score -1.860101e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -18601076.000000 Penalty: 3922.759521
	Iteration 55Q: 3 clusters Score -1.860108e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -18601110.000000 Penalty: 3922.759521
	Iteration 56Q: 3 clusters Score -1.860111e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -18601104.000000 Penalty: 3922.759521
	Iteration 57Q: 3 clusters Score -1.86011e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -18601128.000000 Penalty: 3922.759521
	Iteration 58Q: 3 clusters Score -1.860113e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -18601098.000000 Penalty: 3922.759521
	Iteration 59Q: 3 clusters Score -1.86011e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -18601130.000000 Penalty: 3922.759521
	Iteration 60F: 3 clusters Score -1.860113e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -18601148.000000 Penalty: 3922.759521
	Iteration 61Q: 3 clusters Score -1.860115e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169757 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -18601156.000000 Penalty: 3922.759521
	Iteration 62Q: 3 clusters Score -1.860116e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169877 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -18601146.000000 Penalty: 3922.759521
	Iteration 63Q: 3 clusters Score -1.860115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169981 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -18601144.000000 Penalty: 3922.759521
	Iteration 64Q: 3 clusters Score -1.860114e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -18601146.000000 Penalty: 3922.759521
	Iteration 65Q: 3 clusters Score -1.860115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -18601122.000000 Penalty: 3922.759521
	Iteration 66Q: 3 clusters Score -1.860112e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -18601116.000000 Penalty: 3922.759521
	Iteration 67Q: 3 clusters Score -1.860112e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -18601150.000000 Penalty: 3922.759521
	Iteration 68Q: 3 clusters Score -1.860115e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -18601166.000000 Penalty: 3922.759521
	Iteration 69Q: 3 clusters Score -1.860117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -18601170.000000 Penalty: 3922.759521
	Iteration 70Q: 3 clusters Score -1.860117e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -18601164.000000 Penalty: 3922.759521
	Iteration 71Q: 3 clusters Score -1.860116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 72Q: 3 clusters Score -1.860116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 73Q: 3 clusters Score -1.860115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -18601166.000000 Penalty: 3922.759521
	Iteration 74Q: 3 clusters Score -1.860117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 75Q: 3 clusters Score -1.860115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -18601160.000000 Penalty: 3922.759521
	Iteration 76Q: 3 clusters Score -1.860116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 77Q: 3 clusters Score -1.860115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -18601176.000000 Penalty: 3922.759521
	Iteration 78Q: 3 clusters Score -1.860118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170861 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -18601166.000000 Penalty: 3922.759521
	Iteration 79Q: 3 clusters Score -1.860117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -18601170.000000 Penalty: 3922.759521
	Iteration 80F: 3 clusters Score -1.860117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -18601172.000000 Penalty: 3922.759521
	Iteration 81Q: 3 clusters Score -1.860117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18601188.000000 Penalty: 3922.759521
	Iteration 82Q: 3 clusters Score -1.860119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -18601190.000000 Penalty: 3922.759521
	Iteration 83Q: 3 clusters Score -1.860119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -18601180.000000 Penalty: 3922.759521
	Iteration 84Q: 3 clusters Score -1.860118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -18601150.000000 Penalty: 3922.759521
	Iteration 85Q: 3 clusters Score -1.860115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18601164.000000 Penalty: 3922.759521
	Iteration 86Q: 3 clusters Score -1.860116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 87Q: 3 clusters Score -1.860116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -18601162.000000 Penalty: 3922.759521
	Iteration 88Q: 3 clusters Score -1.860116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171031 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -18601174.000000 Penalty: 3922.759521
	Iteration 89Q: 3 clusters Score -1.860117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -18601166.000000 Penalty: 3922.759521
	Iteration 90Q: 3 clusters Score -1.860117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171046 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 91Q: 3 clusters Score -1.860115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -18601160.000000 Penalty: 3922.759521
	Iteration 92Q: 3 clusters Score -1.860116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 93Q: 3 clusters Score -1.860116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171067 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -18601146.000000 Penalty: 3922.759521
	Iteration 94Q: 3 clusters Score -1.860115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 95Q: 3 clusters Score -1.860115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 96Q: 3 clusters Score -1.860116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18601148.000000 Penalty: 3922.759521
	Iteration 97Q: 3 clusters Score -1.860115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -18601148.000000 Penalty: 3922.759521
	Iteration 98Q: 3 clusters Score -1.860115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -18601154.000000 Penalty: 3922.759521
	Iteration 99Q: 3 clusters Score -1.860115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171081 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 100F: 3 clusters Score -1.860116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18601158.000000 Penalty: 3922.759521
	Iteration 101Q: 3 clusters Score -1.860116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18601152.000000 Penalty: 3922.759521
	Iteration 102Q: 3 clusters Score -1.860115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18601160.000000 Penalty: 3922.759521
	Iteration 103Q: 3 clusters Score -1.860116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18601160.000000 Penalty: 3922.759521
	Iteration 104F: 3 clusters Score -1.860116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -511351.656250 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -511351.7 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 2498 members 
Entering Unmasked Estep 
Score: -507358.343750 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -507358.3 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -508504.218750 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -508504.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -508910.156250 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -508910.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -509313.281250 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -509313.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -509719.750000 Penalty: 2770.031982
	Iteration 4F: 3 clusters Score -509719.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -510093.906250 Penalty: 2770.031982
	Iteration 5F: 3 clusters Score -510093.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -510403.500000 Penalty: 2770.031982
	Iteration 6F: 3 clusters Score -510403.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -510594.968750 Penalty: 2770.031982
	Iteration 7Q: 3 clusters Score -510595 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -510731.562500 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -510731.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -510820.187500 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -510820.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -510882.812500 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -510882.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -510925.625000 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -510925.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -510948.562500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -510948.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -510962.437500 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -510962.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -510975.187500 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -510975.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -510985.312500 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -510985.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -510995.093750 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -510995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -511000.031250 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -511000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -511004.468750 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -511004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -511006.375000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -511006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -511010.812500 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -511010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -511015.843750 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -511015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -511020.937500 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -511020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -511027.343750 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -511027.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -511034.437500 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -511034.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -511041.875000 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -511041.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -511048.000000 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -511048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -511052.812500 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -511052.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -511059.250000 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -511059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -511061.250000 Penalty: 2770.031982
	Iteration 29Q: 3 clusters Score -511061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -511062.781250 Penalty: 2770.031982
	Iteration 30Q: 3 clusters Score -511062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -511063.718750 Penalty: 2770.031982
	Iteration 31Q: 3 clusters Score -511063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -511064.812500 Penalty: 2770.031982
	Iteration 32Q: 3 clusters Score -511064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -511064.812500 Penalty: 2770.031982
	Iteration 33F: 3 clusters Score -511064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Entering Unmasked Estep 
Score: -5342561.500000 Penalty: 1755.596191
	Iteration 0F: 2 clusters Score -5342562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -5309466.000000 Penalty: 3511.192383
	Iteration 0F: 3 clusters Score -5309466 nChanged 23172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5322780.000000 Penalty: 3511.192383
	Iteration 1F: 3 clusters Score -5322780 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5323388.000000 Penalty: 3511.192383
	Iteration 2Q: 3 clusters Score -5323388 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -5324168.000000 Penalty: 3511.192383
	Iteration 3Q: 3 clusters Score -5324168 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5325153.000000 Penalty: 3511.192383
	Iteration 4Q: 3 clusters Score -5325153 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5326277.000000 Penalty: 3511.192383
	Iteration 5Q: 3 clusters Score -5326277 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5327844.500000 Penalty: 3511.192383
	Iteration 6F: 3 clusters Score -5327844 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5329828.500000 Penalty: 3511.192383
	Iteration 7F: 3 clusters Score -5329828 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5332306.500000 Penalty: 3511.192383
	Iteration 8F: 3 clusters Score -5332306 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -5334219.000000 Penalty: 3511.192383
	Iteration 9F: 3 clusters Score -5334219 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5335147.000000 Penalty: 3511.192383
	Iteration 10Q: 3 clusters Score -5335147 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5335592.000000 Penalty: 3511.192383
	Iteration 11Q: 3 clusters Score -5335592 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -5335914.000000 Penalty: 3511.192383
	Iteration 12Q: 3 clusters Score -5335914 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5336161.500000 Penalty: 3511.192383
	Iteration 13Q: 3 clusters Score -5336162 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -5336391.000000 Penalty: 3511.192383
	Iteration 14Q: 3 clusters Score -5336391 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -5336615.500000 Penalty: 3511.192383
	Iteration 15Q: 3 clusters Score -5336616 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5336803.500000 Penalty: 3511.192383
	Iteration 16Q: 3 clusters Score -5336804 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5336958.000000 Penalty: 3511.192383
	Iteration 17Q: 3 clusters Score -5336958 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -5337086.500000 Penalty: 3511.192383
	Iteration 18Q: 3 clusters Score -5337086 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5337201.000000 Penalty: 3511.192383
	Iteration 19Q: 3 clusters Score -5337201 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5337318.500000 Penalty: 3511.192383
	Iteration 20F: 3 clusters Score -5337318 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5337443.500000 Penalty: 3511.192383
	Iteration 21Q: 3 clusters Score -5337444 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5337506.500000 Penalty: 3511.192383
	Iteration 22Q: 3 clusters Score -5337506 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5337588.500000 Penalty: 3511.192383
	Iteration 23Q: 3 clusters Score -5337588 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5337644.000000 Penalty: 3511.192383
	Iteration 24Q: 3 clusters Score -5337644 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -5337719.500000 Penalty: 3511.192383
	Iteration 25Q: 3 clusters Score -5337720 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -5337787.000000 Penalty: 3511.192383
	Iteration 26Q: 3 clusters Score -5337787 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5337878.500000 Penalty: 3511.192383
	Iteration 27Q: 3 clusters Score -5337878 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5337952.000000 Penalty: 3511.192383
	Iteration 28Q: 3 clusters Score -5337952 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5337982.000000 Penalty: 3511.192383
	Iteration 29Q: 3 clusters Score -5337982 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5338049.500000 Penalty: 3511.192383
	Iteration 30Q: 3 clusters Score -5338050 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -5338160.500000 Penalty: 3511.192383
	Iteration 31Q: 3 clusters Score -5338160 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5338219.000000 Penalty: 3511.192383
	Iteration 32Q: 3 clusters Score -5338219 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5338288.000000 Penalty: 3511.192383
	Iteration 33Q: 3 clusters Score -5338288 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -5338401.500000 Penalty: 3511.192383
	Iteration 34Q: 3 clusters Score -5338402 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -5338493.000000 Penalty: 3511.192383
	Iteration 35Q: 3 clusters Score -5338493 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -5338601.500000 Penalty: 3511.192383
	Iteration 36Q: 3 clusters Score -5338602 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5338698.000000 Penalty: 3511.192383
	Iteration 37Q: 3 clusters Score -5338698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -5338808.500000 Penalty: 3511.192383
	Iteration 38Q: 3 clusters Score -5338808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -5338902.500000 Penalty: 3511.192383
	Iteration 39Q: 3 clusters Score -5338902 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -5339019.000000 Penalty: 3511.192383
	Iteration 40F: 3 clusters Score -5339019 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5339142.500000 Penalty: 3511.192383
	Iteration 41Q: 3 clusters Score -5339142 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5339257.000000 Penalty: 3511.192383
	Iteration 42Q: 3 clusters Score -5339257 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5339394.500000 Penalty: 3511.192383
	Iteration 43Q: 3 clusters Score -5339394 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -5339486.000000 Penalty: 3511.192383
	Iteration 44Q: 3 clusters Score -5339486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -5339625.500000 Penalty: 3511.192383
	Iteration 45Q: 3 clusters Score -5339626 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -5339748.000000 Penalty: 3511.192383
	Iteration 46Q: 3 clusters Score -5339748 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -5339859.500000 Penalty: 3511.192383
	Iteration 47Q: 3 clusters Score -5339860 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5339966.000000 Penalty: 3511.192383
	Iteration 48Q: 3 clusters Score -5339966 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5340080.500000 Penalty: 3511.192383
	Iteration 49Q: 3 clusters Score -5340080 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5340177.500000 Penalty: 3511.192383
	Iteration 50Q: 3 clusters Score -5340178 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5340242.500000 Penalty: 3511.192383
	Iteration 51Q: 3 clusters Score -5340242 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5340318.500000 Penalty: 3511.192383
	Iteration 52Q: 3 clusters Score -5340318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5340361.500000 Penalty: 3511.192383
	Iteration 53Q: 3 clusters Score -5340362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5340421.500000 Penalty: 3511.192383
	Iteration 54Q: 3 clusters Score -5340422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5340513.000000 Penalty: 3511.192383
	Iteration 55Q: 3 clusters Score -5340513 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5340571.000000 Penalty: 3511.192383
	Iteration 56Q: 3 clusters Score -5340571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5340626.500000 Penalty: 3511.192383
	Iteration 57Q: 3 clusters Score -5340626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5340700.500000 Penalty: 3511.192383
	Iteration 58Q: 3 clusters Score -5340700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5340763.500000 Penalty: 3511.192383
	Iteration 59Q: 3 clusters Score -5340764 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5340857.500000 Penalty: 3511.192383
	Iteration 60F: 3 clusters Score -5340858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5340942.000000 Penalty: 3511.192383
	Iteration 61Q: 3 clusters Score -5340942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5341003.000000 Penalty: 3511.192383
	Iteration 62Q: 3 clusters Score -5341003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5341060.000000 Penalty: 3511.192383
	Iteration 63Q: 3 clusters Score -5341060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5341094.000000 Penalty: 3511.192383
	Iteration 64Q: 3 clusters Score -5341094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5341140.000000 Penalty: 3511.192383
	Iteration 65Q: 3 clusters Score -5341140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5341164.500000 Penalty: 3511.192383
	Iteration 66Q: 3 clusters Score -5341164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5341174.500000 Penalty: 3511.192383
	Iteration 67Q: 3 clusters Score -5341174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5341195.500000 Penalty: 3511.192383
	Iteration 68Q: 3 clusters Score -5341196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5341210.500000 Penalty: 3511.192383
	Iteration 69Q: 3 clusters Score -5341210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5341220.000000 Penalty: 3511.192383
	Iteration 70Q: 3 clusters Score -5341220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5341237.000000 Penalty: 3511.192383
	Iteration 71Q: 3 clusters Score -5341237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5341246.000000 Penalty: 3511.192383
	Iteration 72Q: 3 clusters Score -5341246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5341250.500000 Penalty: 3511.192383
	Iteration 73Q: 3 clusters Score -5341250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5341262.500000 Penalty: 3511.192383
	Iteration 74Q: 3 clusters Score -5341262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5341269.000000 Penalty: 3511.192383
	Iteration 75Q: 3 clusters Score -5341269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5341268.500000 Penalty: 3511.192383
	Iteration 76Q: 3 clusters Score -5341268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5341275.500000 Penalty: 3511.192383
	Iteration 77Q: 3 clusters Score -5341276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5341281.000000 Penalty: 3511.192383
	Iteration 78Q: 3 clusters Score -5341281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5341278.500000 Penalty: 3511.192383
	Iteration 79Q: 3 clusters Score -5341278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5341287.500000 Penalty: 3511.192383
	Iteration 80F: 3 clusters Score -5341288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5341286.000000 Penalty: 3511.192383
	Iteration 81Q: 3 clusters Score -5341286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5341296.000000 Penalty: 3511.192383
	Iteration 82Q: 3 clusters Score -5341296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5341308.500000 Penalty: 3511.192383
	Iteration 83Q: 3 clusters Score -5341308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5341308.000000 Penalty: 3511.192383
	Iteration 84Q: 3 clusters Score -5341308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5341314.000000 Penalty: 3511.192383
	Iteration 85Q: 3 clusters Score -5341314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5341319.000000 Penalty: 3511.192383
	Iteration 86Q: 3 clusters Score -5341319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5341320.500000 Penalty: 3511.192383
	Iteration 87Q: 3 clusters Score -5341320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5341325.500000 Penalty: 3511.192383
	Iteration 88Q: 3 clusters Score -5341326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5341323.000000 Penalty: 3511.192383
	Iteration 89Q: 3 clusters Score -5341323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5341326.500000 Penalty: 3511.192383
	Iteration 90Q: 3 clusters Score -5341326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5341326.000000 Penalty: 3511.192383
	Iteration 91Q: 3 clusters Score -5341326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5341329.000000 Penalty: 3511.192383
	Iteration 92Q: 3 clusters Score -5341329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5341329.000000 Penalty: 3511.192383
	Iteration 93F: 3 clusters Score -5341329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -296977.156250 Penalty: 1294.908203
	Iteration 0F: 2 clusters Score -296977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -294346.281250 Penalty: 2589.816406
	Iteration 0F: 3 clusters Score -294346.3 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -294949.437500 Penalty: 2589.816406
	Iteration 1F: 3 clusters Score -294949.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -295142.937500 Penalty: 2589.816406
	Iteration 2F: 3 clusters Score -295142.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -295326.187500 Penalty: 2589.816406
	Iteration 3F: 3 clusters Score -295326.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -295526.468750 Penalty: 2589.816406
	Iteration 4F: 3 clusters Score -295526.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -295721.781250 Penalty: 2589.816406
	Iteration 5F: 3 clusters Score -295721.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -295912.906250 Penalty: 2589.816406
	Iteration 6F: 3 clusters Score -295912.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -296113.062500 Penalty: 2589.816406
	Iteration 7F: 3 clusters Score -296113.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -296264.687500 Penalty: 2589.816406
	Iteration 8Q: 3 clusters Score -296264.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -296401.968750 Penalty: 2589.816406
	Iteration 9Q: 3 clusters Score -296402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -296535.000000 Penalty: 2589.816406
	Iteration 10Q: 3 clusters Score -296535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -296676.156250 Penalty: 2589.816406
	Iteration 11Q: 3 clusters Score -296676.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -296810.000000 Penalty: 2589.816406
	Iteration 12Q: 3 clusters Score -296810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -296869.406250 Penalty: 2589.816406
	Iteration 13Q: 3 clusters Score -296869.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -296913.250000 Penalty: 2589.816406
	Iteration 14Q: 3 clusters Score -296913.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -296951.343750 Penalty: 2589.816406
	Iteration 15Q: 3 clusters Score -296951.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -296979.031250 Penalty: 2589.816406
	Iteration 16Q: 3 clusters Score -296979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -296997.093750 Penalty: 2589.816406
	Iteration 17Q: 3 clusters Score -296997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -297006.750000 Penalty: 2589.816406
	Iteration 18Q: 3 clusters Score -297006.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -297010.031250 Penalty: 2589.816406
	Iteration 19Q: 3 clusters Score -297010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -297013.906250 Penalty: 2589.816406
	Iteration 20F: 3 clusters Score -297013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -297018.125000 Penalty: 2589.816406
	Iteration 21Q: 3 clusters Score -297018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -297020.437500 Penalty: 2589.816406
	Iteration 22Q: 3 clusters Score -297020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -297023.000000 Penalty: 2589.816406
	Iteration 23Q: 3 clusters Score -297023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -297024.593750 Penalty: 2589.816406
	Iteration 24Q: 3 clusters Score -297024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -297026.593750 Penalty: 2589.816406
	Iteration 25Q: 3 clusters Score -297026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -297027.625000 Penalty: 2589.816406
	Iteration 26Q: 3 clusters Score -297027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -297028.250000 Penalty: 2589.816406
	Iteration 27Q: 3 clusters Score -297028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -297028.500000 Penalty: 2589.816406
	Iteration 28Q: 3 clusters Score -297028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -297029.187500 Penalty: 2589.816406
	Iteration 29Q: 3 clusters Score -297029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -297029.187500 Penalty: 2589.816406
	Iteration 30F: 3 clusters Score -297029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 162062 members 
Mstep: Class 4 contains 21557 members 
Mstep: Class 5 contains 59526 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 174561 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 10 contains 49201 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 25641 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24470 members 
Mstep: Class 15 contains 70192 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 19 contains 25114 members 
Entering Unmasked Estep 
Score: -84458936.000000 Penalty: 39790.128906
Splitting cluster 11 changes total score from -84459336.000000 to -84458936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (25641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Entering Unmasked Estep 
Score: -2791448.250000 Penalty: 1649.691528
	Iteration 0F: 2 clusters Score -2791448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2774074.500000 Penalty: 3299.383057
	Iteration 0F: 3 clusters Score -2774074 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2780510.000000 Penalty: 3299.383057
	Iteration 1F: 3 clusters Score -2780510 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2780940.500000 Penalty: 3299.383057
	Iteration 2Q: 3 clusters Score -2780940 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2781464.250000 Penalty: 3299.383057
	Iteration 3Q: 3 clusters Score -2781464 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2782127.250000 Penalty: 3299.383057
	Iteration 4Q: 3 clusters Score -2782127 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2782881.250000 Penalty: 3299.383057
	Iteration 5F: 3 clusters Score -2782881 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2783776.000000 Penalty: 3299.383057
	Iteration 6F: 3 clusters Score -2783776 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2784762.250000 Penalty: 3299.383057
	Iteration 7F: 3 clusters Score -2784762 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2785837.250000 Penalty: 3299.383057
	Iteration 8F: 3 clusters Score -2785837 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2786717.250000 Penalty: 3299.383057
	Iteration 9F: 3 clusters Score -2786717 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2787321.250000 Penalty: 3299.383057
	Iteration 10Q: 3 clusters Score -2787321 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2787663.250000 Penalty: 3299.383057
	Iteration 11Q: 3 clusters Score -2787663 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2787829.000000 Penalty: 3299.383057
	Iteration 12Q: 3 clusters Score -2787829 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2787930.500000 Penalty: 3299.383057
	Iteration 13Q: 3 clusters Score -2787930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2787999.500000 Penalty: 3299.383057
	Iteration 14Q: 3 clusters Score -2788000 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2788055.750000 Penalty: 3299.383057
	Iteration 15Q: 3 clusters Score -2788056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2788102.250000 Penalty: 3299.383057
	Iteration 16Q: 3 clusters Score -2788102 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2788168.000000 Penalty: 3299.383057
	Iteration 17Q: 3 clusters Score -2788168 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2788198.500000 Penalty: 3299.383057
	Iteration 18Q: 3 clusters Score -2788198 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2788229.000000 Penalty: 3299.383057
	Iteration 19Q: 3 clusters Score -2788229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2788273.000000 Penalty: 3299.383057
	Iteration 20F: 3 clusters Score -2788273 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2788314.750000 Penalty: 3299.383057
	Iteration 21Q: 3 clusters Score -2788315 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2788364.750000 Penalty: 3299.383057
	Iteration 22Q: 3 clusters Score -2788365 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2788399.500000 Penalty: 3299.383057
	Iteration 23Q: 3 clusters Score -2788400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2788419.000000 Penalty: 3299.383057
	Iteration 24Q: 3 clusters Score -2788419 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2788431.500000 Penalty: 3299.383057
	Iteration 25Q: 3 clusters Score -2788432 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2788446.750000 Penalty: 3299.383057
	Iteration 26Q: 3 clusters Score -2788447 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2788464.750000 Penalty: 3299.383057
	Iteration 27Q: 3 clusters Score -2788465 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2788478.750000 Penalty: 3299.383057
	Iteration 28Q: 3 clusters Score -2788479 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2788489.250000 Penalty: 3299.383057
	Iteration 29Q: 3 clusters Score -2788489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2788500.750000 Penalty: 3299.383057
	Iteration 30Q: 3 clusters Score -2788501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2788510.000000 Penalty: 3299.383057
	Iteration 31Q: 3 clusters Score -2788510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2788516.500000 Penalty: 3299.383057
	Iteration 32Q: 3 clusters Score -2788516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2788519.000000 Penalty: 3299.383057
	Iteration 33Q: 3 clusters Score -2788519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2788518.750000 Penalty: 3299.383057
	Iteration 34Q: 3 clusters Score -2788519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2788526.000000 Penalty: 3299.383057
	Iteration 35Q: 3 clusters Score -2788526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2788545.250000 Penalty: 3299.383057
	Iteration 36Q: 3 clusters Score -2788545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2788554.500000 Penalty: 3299.383057
	Iteration 37Q: 3 clusters Score -2788554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2788568.250000 Penalty: 3299.383057
	Iteration 38Q: 3 clusters Score -2788568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2788589.000000 Penalty: 3299.383057
	Iteration 39Q: 3 clusters Score -2788589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2788600.500000 Penalty: 3299.383057
	Iteration 40F: 3 clusters Score -2788600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2788619.750000 Penalty: 3299.383057
	Iteration 41Q: 3 clusters Score -2788620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2788633.500000 Penalty: 3299.383057
	Iteration 42Q: 3 clusters Score -2788634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2788652.250000 Penalty: 3299.383057
	Iteration 43Q: 3 clusters Score -2788652 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2788687.250000 Penalty: 3299.383057
	Iteration 44Q: 3 clusters Score -2788687 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2788703.250000 Penalty: 3299.383057
	Iteration 45Q: 3 clusters Score -2788703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2788724.750000 Penalty: 3299.383057
	Iteration 46Q: 3 clusters Score -2788725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2788725.000000 Penalty: 3299.383057
	Iteration 47Q: 3 clusters Score -2788725 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2788745.000000 Penalty: 3299.383057
	Iteration 48Q: 3 clusters Score -2788745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2788761.250000 Penalty: 3299.383057
	Iteration 49Q: 3 clusters Score -2788761 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2788784.000000 Penalty: 3299.383057
	Iteration 50Q: 3 clusters Score -2788784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2788813.000000 Penalty: 3299.383057
	Iteration 51Q: 3 clusters Score -2788813 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2788841.750000 Penalty: 3299.383057
	Iteration 52Q: 3 clusters Score -2788842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2788860.750000 Penalty: 3299.383057
	Iteration 53Q: 3 clusters Score -2788861 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2788882.500000 Penalty: 3299.383057
	Iteration 54Q: 3 clusters Score -2788882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2788909.500000 Penalty: 3299.383057
	Iteration 55Q: 3 clusters Score -2788910 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2788946.000000 Penalty: 3299.383057
	Iteration 56Q: 3 clusters Score -2788946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2788966.750000 Penalty: 3299.383057
	Iteration 57Q: 3 clusters Score -2788967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2788993.750000 Penalty: 3299.383057
	Iteration 58Q: 3 clusters Score -2788994 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2789027.500000 Penalty: 3299.383057
	Iteration 59Q: 3 clusters Score -2789028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2789060.250000 Penalty: 3299.383057
	Iteration 60F: 3 clusters Score -2789060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2789079.250000 Penalty: 3299.383057
	Iteration 61Q: 3 clusters Score -2789079 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2789091.500000 Penalty: 3299.383057
	Iteration 62Q: 3 clusters Score -2789092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2789102.750000 Penalty: 3299.383057
	Iteration 63Q: 3 clusters Score -2789103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2789106.750000 Penalty: 3299.383057
	Iteration 64Q: 3 clusters Score -2789107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2789117.250000 Penalty: 3299.383057
	Iteration 65Q: 3 clusters Score -2789117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2789132.000000 Penalty: 3299.383057
	Iteration 66Q: 3 clusters Score -2789132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2789147.000000 Penalty: 3299.383057
	Iteration 67Q: 3 clusters Score -2789147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2789172.500000 Penalty: 3299.383057
	Iteration 68Q: 3 clusters Score -2789172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2789201.750000 Penalty: 3299.383057
	Iteration 69Q: 3 clusters Score -2789202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2789232.500000 Penalty: 3299.383057
	Iteration 70Q: 3 clusters Score -2789232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2789266.250000 Penalty: 3299.383057
	Iteration 71Q: 3 clusters Score -2789266 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2789297.000000 Penalty: 3299.383057
	Iteration 72Q: 3 clusters Score -2789297 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2789338.250000 Penalty: 3299.383057
	Iteration 73Q: 3 clusters Score -2789338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2789386.000000 Penalty: 3299.383057
	Iteration 74Q: 3 clusters Score -2789386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2789417.000000 Penalty: 3299.383057
	Iteration 75Q: 3 clusters Score -2789417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2789460.500000 Penalty: 3299.383057
	Iteration 76Q: 3 clusters Score -2789460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2789485.500000 Penalty: 3299.383057
	Iteration 77Q: 3 clusters Score -2789486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2789509.250000 Penalty: 3299.383057
	Iteration 78Q: 3 clusters Score -2789509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2789535.250000 Penalty: 3299.383057
	Iteration 79Q: 3 clusters Score -2789535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2789559.750000 Penalty: 3299.383057
	Iteration 80F: 3 clusters Score -2789560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2789588.750000 Penalty: 3299.383057
	Iteration 81Q: 3 clusters Score -2789589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2789599.500000 Penalty: 3299.383057
	Iteration 82Q: 3 clusters Score -2789600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2789627.000000 Penalty: 3299.383057
	Iteration 83Q: 3 clusters Score -2789627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2789649.000000 Penalty: 3299.383057
	Iteration 84Q: 3 clusters Score -2789649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2789680.250000 Penalty: 3299.383057
	Iteration 85Q: 3 clusters Score -2789680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2789698.000000 Penalty: 3299.383057
	Iteration 86Q: 3 clusters Score -2789698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2789717.750000 Penalty: 3299.383057
	Iteration 87Q: 3 clusters Score -2789718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2789728.000000 Penalty: 3299.383057
	Iteration 88Q: 3 clusters Score -2789728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2789740.750000 Penalty: 3299.383057
	Iteration 89Q: 3 clusters Score -2789741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2789761.500000 Penalty: 3299.383057
	Iteration 90Q: 3 clusters Score -2789762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2789776.500000 Penalty: 3299.383057
	Iteration 91Q: 3 clusters Score -2789776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2789800.500000 Penalty: 3299.383057
	Iteration 92Q: 3 clusters Score -2789800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2789813.250000 Penalty: 3299.383057
	Iteration 93Q: 3 clusters Score -2789813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2789834.250000 Penalty: 3299.383057
	Iteration 94Q: 3 clusters Score -2789834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2789853.250000 Penalty: 3299.383057
	Iteration 95Q: 3 clusters Score -2789853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2789866.750000 Penalty: 3299.383057
	Iteration 96Q: 3 clusters Score -2789867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2789888.250000 Penalty: 3299.383057
	Iteration 97Q: 3 clusters Score -2789888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2789905.250000 Penalty: 3299.383057
	Iteration 98Q: 3 clusters Score -2789905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2789918.000000 Penalty: 3299.383057
	Iteration 99Q: 3 clusters Score -2789918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2789929.250000 Penalty: 3299.383057
	Iteration 100F: 3 clusters Score -2789929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2789945.250000 Penalty: 3299.383057
	Iteration 101Q: 3 clusters Score -2789945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2789956.500000 Penalty: 3299.383057
	Iteration 102Q: 3 clusters Score -2789956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2789963.500000 Penalty: 3299.383057
	Iteration 103Q: 3 clusters Score -2789964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2789973.000000 Penalty: 3299.383057
	Iteration 104Q: 3 clusters Score -2789973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2789981.750000 Penalty: 3299.383057
	Iteration 105Q: 3 clusters Score -2789982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2789990.750000 Penalty: 3299.383057
	Iteration 106Q: 3 clusters Score -2789991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2789991.750000 Penalty: 3299.383057
	Iteration 107Q: 3 clusters Score -2789992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2790000.000000 Penalty: 3299.383057
	Iteration 108Q: 3 clusters Score -2790000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2790006.250000 Penalty: 3299.383057
	Iteration 109Q: 3 clusters Score -2790006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2790017.750000 Penalty: 3299.383057
	Iteration 110Q: 3 clusters Score -2790018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2790022.000000 Penalty: 3299.383057
	Iteration 111Q: 3 clusters Score -2790022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2790033.000000 Penalty: 3299.383057
	Iteration 112Q: 3 clusters Score -2790033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2790038.500000 Penalty: 3299.383057
	Iteration 113Q: 3 clusters Score -2790038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2790045.000000 Penalty: 3299.383057
	Iteration 114Q: 3 clusters Score -2790045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2790050.000000 Penalty: 3299.383057
	Iteration 115Q: 3 clusters Score -2790050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2790050.000000 Penalty: 3299.383057
	Iteration 116Q: 3 clusters Score -2790050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2790058.500000 Penalty: 3299.383057
	Iteration 117Q: 3 clusters Score -2790058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2790061.000000 Penalty: 3299.383057
	Iteration 118Q: 3 clusters Score -2790061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2790067.250000 Penalty: 3299.383057
	Iteration 119Q: 3 clusters Score -2790067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2790073.000000 Penalty: 3299.383057
	Iteration 120F: 3 clusters Score -2790073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2790075.500000 Penalty: 3299.383057
	Iteration 121Q: 3 clusters Score -2790076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2790076.000000 Penalty: 3299.383057
	Iteration 122Q: 3 clusters Score -2790076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2790078.500000 Penalty: 3299.383057
	Iteration 123Q: 3 clusters Score -2790078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2790081.250000 Penalty: 3299.383057
	Iteration 124Q: 3 clusters Score -2790081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2790086.750000 Penalty: 3299.383057
	Iteration 125Q: 3 clusters Score -2790087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2790096.250000 Penalty: 3299.383057
	Iteration 126Q: 3 clusters Score -2790096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2790098.250000 Penalty: 3299.383057
	Iteration 127Q: 3 clusters Score -2790098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2790100.500000 Penalty: 3299.383057
	Iteration 128Q: 3 clusters Score -2790100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2790103.750000 Penalty: 3299.383057
	Iteration 129Q: 3 clusters Score -2790104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2790105.250000 Penalty: 3299.383057
	Iteration 130Q: 3 clusters Score -2790105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2790105.000000 Penalty: 3299.383057
	Iteration 131Q: 3 clusters Score -2790105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2790110.750000 Penalty: 3299.383057
	Iteration 132Q: 3 clusters Score -2790111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2790118.250000 Penalty: 3299.383057
	Iteration 133Q: 3 clusters Score -2790118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2790124.750000 Penalty: 3299.383057
	Iteration 134Q: 3 clusters Score -2790125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2790125.750000 Penalty: 3299.383057
	Iteration 135Q: 3 clusters Score -2790126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2790128.750000 Penalty: 3299.383057
	Iteration 136Q: 3 clusters Score -2790129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2790127.000000 Penalty: 3299.383057
	Iteration 137Q: 3 clusters Score -2790127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2790132.250000 Penalty: 3299.383057
	Iteration 138Q: 3 clusters Score -2790132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2790132.750000 Penalty: 3299.383057
	Iteration 139Q: 3 clusters Score -2790133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2790133.750000 Penalty: 3299.383057
	Iteration 140F: 3 clusters Score -2790134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2790135.750000 Penalty: 3299.383057
	Iteration 141Q: 3 clusters Score -2790136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2790135.750000 Penalty: 3299.383057
	Iteration 142F: 3 clusters Score -2790136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -263068.500000 Penalty: 1280.753418
	Iteration 0F: 2 clusters Score -263068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260569.375000 Penalty: 2561.506836
	Iteration 0F: 3 clusters Score -260569.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -261180.062500 Penalty: 2561.506836
	Iteration 1F: 3 clusters Score -261180.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -261327.125000 Penalty: 2561.506836
	Iteration 2F: 3 clusters Score -261327.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261423.640625 Penalty: 2561.506836
	Iteration 3F: 3 clusters Score -261423.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -261489.546875 Penalty: 2561.506836
	Iteration 4Q: 3 clusters Score -261489.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -261547.296875 Penalty: 2561.506836
	Iteration 5Q: 3 clusters Score -261547.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261602.828125 Penalty: 2561.506836
	Iteration 6Q: 3 clusters Score -261602.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261672.750000 Penalty: 2561.506836
	Iteration 7Q: 3 clusters Score -261672.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -261758.000000 Penalty: 2561.506836
	Iteration 8Q: 3 clusters Score -261758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261830.078125 Penalty: 2561.506836
	Iteration 9Q: 3 clusters Score -261830.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261882.484375 Penalty: 2561.506836
	Iteration 10Q: 3 clusters Score -261882.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -261926.359375 Penalty: 2561.506836
	Iteration 11Q: 3 clusters Score -261926.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -261966.140625 Penalty: 2561.506836
	Iteration 12Q: 3 clusters Score -261966.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -261998.578125 Penalty: 2561.506836
	Iteration 13Q: 3 clusters Score -261998.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -262032.218750 Penalty: 2561.506836
	Iteration 14Q: 3 clusters Score -262032.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262061.546875 Penalty: 2561.506836
	Iteration 15Q: 3 clusters Score -262061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262085.578125 Penalty: 2561.506836
	Iteration 16Q: 3 clusters Score -262085.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262107.203125 Penalty: 2561.506836
	Iteration 17Q: 3 clusters Score -262107.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -262131.937500 Penalty: 2561.506836
	Iteration 18Q: 3 clusters Score -262131.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262153.937500 Penalty: 2561.506836
	Iteration 19Q: 3 clusters Score -262153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262177.000000 Penalty: 2561.506836
	Iteration 20F: 3 clusters Score -262177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262204.312500 Penalty: 2561.506836
	Iteration 21Q: 3 clusters Score -262204.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -262231.218750 Penalty: 2561.506836
	Iteration 22Q: 3 clusters Score -262231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -262253.562500 Penalty: 2561.506836
	Iteration 23Q: 3 clusters Score -262253.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262273.375000 Penalty: 2561.506836
	Iteration 24Q: 3 clusters Score -262273.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -262285.500000 Penalty: 2561.506836
	Iteration 25Q: 3 clusters Score -262285.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -262296.593750 Penalty: 2561.506836
	Iteration 26Q: 3 clusters Score -262296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -262304.875000 Penalty: 2561.506836
	Iteration 27Q: 3 clusters Score -262304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -262312.656250 Penalty: 2561.506836
	Iteration 28Q: 3 clusters Score -262312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -262317.843750 Penalty: 2561.506836
	Iteration 29Q: 3 clusters Score -262317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -262320.531250 Penalty: 2561.506836
	Iteration 30Q: 3 clusters Score -262320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -262323.781250 Penalty: 2561.506836
	Iteration 31Q: 3 clusters Score -262323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -262326.218750 Penalty: 2561.506836
	Iteration 32Q: 3 clusters Score -262326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -262327.062500 Penalty: 2561.506836
	Iteration 33Q: 3 clusters Score -262327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -262327.875000 Penalty: 2561.506836
	Iteration 34Q: 3 clusters Score -262327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -262331.281250 Penalty: 2561.506836
	Iteration 35Q: 3 clusters Score -262331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -262334.062500 Penalty: 2561.506836
	Iteration 36Q: 3 clusters Score -262334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -262334.781250 Penalty: 2561.506836
	Iteration 37Q: 3 clusters Score -262334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -262334.781250 Penalty: 2561.506836
	Iteration 38F: 3 clusters Score -262334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Entering Unmasked Estep 
Score: -2551752.500000 Penalty: 1642.095581
	Iteration 0F: 2 clusters Score -2551752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2535188.000000 Penalty: 3284.191162
	Iteration 0F: 3 clusters Score -2535188 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2541382.500000 Penalty: 3284.191162
	Iteration 1F: 3 clusters Score -2541382 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2541895.000000 Penalty: 3284.191162
	Iteration 2F: 3 clusters Score -2541895 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2542545.500000 Penalty: 3284.191162
	Iteration 3F: 3 clusters Score -2542546 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2543375.750000 Penalty: 3284.191162
	Iteration 4F: 3 clusters Score -2543376 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2544478.750000 Penalty: 3284.191162
	Iteration 5F: 3 clusters Score -2544479 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2545636.000000 Penalty: 3284.191162
	Iteration 6F: 3 clusters Score -2545636 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2546595.500000 Penalty: 3284.191162
	Iteration 7F: 3 clusters Score -2546596 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2547336.500000 Penalty: 3284.191162
	Iteration 8Q: 3 clusters Score -2547336 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2547844.750000 Penalty: 3284.191162
	Iteration 9Q: 3 clusters Score -2547845 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2548214.000000 Penalty: 3284.191162
	Iteration 10Q: 3 clusters Score -2548214 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2548498.250000 Penalty: 3284.191162
	Iteration 11Q: 3 clusters Score -2548498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2548681.750000 Penalty: 3284.191162
	Iteration 12Q: 3 clusters Score -2548682 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2548848.250000 Penalty: 3284.191162
	Iteration 13Q: 3 clusters Score -2548848 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2548993.000000 Penalty: 3284.191162
	Iteration 14Q: 3 clusters Score -2548993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2549113.000000 Penalty: 3284.191162
	Iteration 15Q: 3 clusters Score -2549113 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2549202.250000 Penalty: 3284.191162
	Iteration 16Q: 3 clusters Score -2549202 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2549278.500000 Penalty: 3284.191162
	Iteration 17Q: 3 clusters Score -2549278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2549334.750000 Penalty: 3284.191162
	Iteration 18Q: 3 clusters Score -2549335 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2549391.750000 Penalty: 3284.191162
	Iteration 19Q: 3 clusters Score -2549392 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2549451.250000 Penalty: 3284.191162
	Iteration 20F: 3 clusters Score -2549451 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2549513.500000 Penalty: 3284.191162
	Iteration 21Q: 3 clusters Score -2549514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2549594.000000 Penalty: 3284.191162
	Iteration 22Q: 3 clusters Score -2549594 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2549674.000000 Penalty: 3284.191162
	Iteration 23Q: 3 clusters Score -2549674 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2549731.750000 Penalty: 3284.191162
	Iteration 24Q: 3 clusters Score -2549732 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2549795.750000 Penalty: 3284.191162
	Iteration 25Q: 3 clusters Score -2549796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2549840.000000 Penalty: 3284.191162
	Iteration 26Q: 3 clusters Score -2549840 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2549879.250000 Penalty: 3284.191162
	Iteration 27Q: 3 clusters Score -2549879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2549913.250000 Penalty: 3284.191162
	Iteration 28Q: 3 clusters Score -2549913 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2549948.750000 Penalty: 3284.191162
	Iteration 29Q: 3 clusters Score -2549949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2549997.500000 Penalty: 3284.191162
	Iteration 30Q: 3 clusters Score -2549998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2550021.250000 Penalty: 3284.191162
	Iteration 31Q: 3 clusters Score -2550021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -2550049.500000 Penalty: 3284.191162
	Iteration 32Q: 3 clusters Score -2550050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2550075.500000 Penalty: 3284.191162
	Iteration 33Q: 3 clusters Score -2550076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2550104.000000 Penalty: 3284.191162
	Iteration 34Q: 3 clusters Score -2550104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2550133.250000 Penalty: 3284.191162
	Iteration 35Q: 3 clusters Score -2550133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2550156.000000 Penalty: 3284.191162
	Iteration 36Q: 3 clusters Score -2550156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2550173.000000 Penalty: 3284.191162
	Iteration 37Q: 3 clusters Score -2550173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2550175.500000 Penalty: 3284.191162
	Iteration 38Q: 3 clusters Score -2550176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2550184.750000 Penalty: 3284.191162
	Iteration 39Q: 3 clusters Score -2550185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2550198.500000 Penalty: 3284.191162
	Iteration 40F: 3 clusters Score -2550198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2550205.500000 Penalty: 3284.191162
	Iteration 41Q: 3 clusters Score -2550206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2550215.500000 Penalty: 3284.191162
	Iteration 42Q: 3 clusters Score -2550216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2550216.000000 Penalty: 3284.191162
	Iteration 43Q: 3 clusters Score -2550216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2550223.750000 Penalty: 3284.191162
	Iteration 44Q: 3 clusters Score -2550224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2550225.000000 Penalty: 3284.191162
	Iteration 45Q: 3 clusters Score -2550225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2550230.000000 Penalty: 3284.191162
	Iteration 46Q: 3 clusters Score -2550230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2550235.750000 Penalty: 3284.191162
	Iteration 47Q: 3 clusters Score -2550236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2550237.500000 Penalty: 3284.191162
	Iteration 48Q: 3 clusters Score -2550238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2550237.000000 Penalty: 3284.191162
	Iteration 49Q: 3 clusters Score -2550237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2550239.750000 Penalty: 3284.191162
	Iteration 50Q: 3 clusters Score -2550240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2550241.500000 Penalty: 3284.191162
	Iteration 51Q: 3 clusters Score -2550242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2550248.250000 Penalty: 3284.191162
	Iteration 52Q: 3 clusters Score -2550248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2550250.000000 Penalty: 3284.191162
	Iteration 53Q: 3 clusters Score -2550250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2550252.000000 Penalty: 3284.191162
	Iteration 54Q: 3 clusters Score -2550252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2550255.500000 Penalty: 3284.191162
	Iteration 55Q: 3 clusters Score -2550256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2550263.500000 Penalty: 3284.191162
	Iteration 56Q: 3 clusters Score -2550264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2550264.250000 Penalty: 3284.191162
	Iteration 57Q: 3 clusters Score -2550264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2550264.750000 Penalty: 3284.191162
	Iteration 58Q: 3 clusters Score -2550265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2550266.750000 Penalty: 3284.191162
	Iteration 59Q: 3 clusters Score -2550267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2550267.500000 Penalty: 3284.191162
	Iteration 60F: 3 clusters Score -2550268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2550266.250000 Penalty: 3284.191162
	Iteration 61Q: 3 clusters Score -2550266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2550266.250000 Penalty: 3284.191162
	Iteration 62Q: 3 clusters Score -2550266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2550268.250000 Penalty: 3284.191162
	Iteration 63Q: 3 clusters Score -2550268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2550267.500000 Penalty: 3284.191162
	Iteration 64Q: 3 clusters Score -2550268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2550270.250000 Penalty: 3284.191162
	Iteration 65Q: 3 clusters Score -2550270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2550269.500000 Penalty: 3284.191162
	Iteration 66Q: 3 clusters Score -2550270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2550267.500000 Penalty: 3284.191162
	Iteration 67Q: 3 clusters Score -2550268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2550268.500000 Penalty: 3284.191162
	Iteration 68Q: 3 clusters Score -2550268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2550272.000000 Penalty: 3284.191162
	Iteration 69Q: 3 clusters Score -2550272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2550273.500000 Penalty: 3284.191162
	Iteration 70Q: 3 clusters Score -2550274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2550277.750000 Penalty: 3284.191162
	Iteration 71Q: 3 clusters Score -2550278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2550281.750000 Penalty: 3284.191162
	Iteration 72Q: 3 clusters Score -2550282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2550282.750000 Penalty: 3284.191162
	Iteration 73Q: 3 clusters Score -2550283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2550284.250000 Penalty: 3284.191162
	Iteration 74Q: 3 clusters Score -2550284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2550288.500000 Penalty: 3284.191162
	Iteration 75Q: 3 clusters Score -2550288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2550288.500000 Penalty: 3284.191162
	Iteration 76Q: 3 clusters Score -2550288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2550288.750000 Penalty: 3284.191162
	Iteration 77Q: 3 clusters Score -2550289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2550294.750000 Penalty: 3284.191162
	Iteration 78Q: 3 clusters Score -2550295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2550294.500000 Penalty: 3284.191162
	Iteration 79Q: 3 clusters Score -2550294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2550293.000000 Penalty: 3284.191162
	Iteration 80F: 3 clusters Score -2550293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2550295.500000 Penalty: 3284.191162
	Iteration 81Q: 3 clusters Score -2550296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2550300.750000 Penalty: 3284.191162
	Iteration 82Q: 3 clusters Score -2550301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2550302.750000 Penalty: 3284.191162
	Iteration 83Q: 3 clusters Score -2550303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2550303.500000 Penalty: 3284.191162
	Iteration 84Q: 3 clusters Score -2550304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2550308.000000 Penalty: 3284.191162
	Iteration 85Q: 3 clusters Score -2550308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2550313.000000 Penalty: 3284.191162
	Iteration 86Q: 3 clusters Score -2550313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2550315.750000 Penalty: 3284.191162
	Iteration 87Q: 3 clusters Score -2550316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2550314.500000 Penalty: 3284.191162
	Iteration 88Q: 3 clusters Score -2550314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2550317.000000 Penalty: 3284.191162
	Iteration 89Q: 3 clusters Score -2550317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2550319.250000 Penalty: 3284.191162
	Iteration 90Q: 3 clusters Score -2550319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2550318.250000 Penalty: 3284.191162
	Iteration 91Q: 3 clusters Score -2550318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2550321.750000 Penalty: 3284.191162
	Iteration 92Q: 3 clusters Score -2550322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2550323.000000 Penalty: 3284.191162
	Iteration 93Q: 3 clusters Score -2550323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2550338.500000 Penalty: 3284.191162
	Iteration 94Q: 3 clusters Score -2550338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2550339.500000 Penalty: 3284.191162
	Iteration 95Q: 3 clusters Score -2550340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2550339.000000 Penalty: 3284.191162
	Iteration 96Q: 3 clusters Score -2550339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2550337.000000 Penalty: 3284.191162
	Iteration 97Q: 3 clusters Score -2550337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2550341.750000 Penalty: 3284.191162
	Iteration 98Q: 3 clusters Score -2550342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2550343.000000 Penalty: 3284.191162
	Iteration 99Q: 3 clusters Score -2550343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2550339.500000 Penalty: 3284.191162
	Iteration 100F: 3 clusters Score -2550340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2550341.750000 Penalty: 3284.191162
	Iteration 101Q: 3 clusters Score -2550342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2550341.750000 Penalty: 3284.191162
	Iteration 102F: 3 clusters Score -2550342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Entering Unmasked Estep 
Score: -7527344.500000 Penalty: 1813.335815
	Iteration 0F: 2 clusters Score -7527344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -7480239.500000 Penalty: 3626.671631
	Iteration 0F: 3 clusters Score -7480240 nChanged 33365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -7499301.000000 Penalty: 3626.671631
	Iteration 1F: 3 clusters Score -7499301 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -7499779.000000 Penalty: 3626.671631
	Iteration 2Q: 3 clusters Score -7499779 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -7500265.500000 Penalty: 3626.671631
	Iteration 3Q: 3 clusters Score -7500266 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7500824.500000 Penalty: 3626.671631
	Iteration 4Q: 3 clusters Score -7500824 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -7501683.000000 Penalty: 3626.671631
	Iteration 5Q: 3 clusters Score -7501683 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7502891.500000 Penalty: 3626.671631
	Iteration 6Q: 3 clusters Score -7502892 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -7504887.000000 Penalty: 3626.671631
	Iteration 7F: 3 clusters Score -7504887 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -7507926.500000 Penalty: 3626.671631
	Iteration 8F: 3 clusters Score -7507926 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7511632.500000 Penalty: 3626.671631
	Iteration 9F: 3 clusters Score -7511632 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7515569.000000 Penalty: 3626.671631
	Iteration 10F: 3 clusters Score -7515569 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7518874.500000 Penalty: 3626.671631
	Iteration 11F: 3 clusters Score -7518874 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -7520985.000000 Penalty: 3626.671631
	Iteration 12Q: 3 clusters Score -7520985 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -7522315.000000 Penalty: 3626.671631
	Iteration 13Q: 3 clusters Score -7522315 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -7523316.000000 Penalty: 3626.671631
	Iteration 14Q: 3 clusters Score -7523316 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -7524016.000000 Penalty: 3626.671631
	Iteration 15Q: 3 clusters Score -7524016 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7524571.000000 Penalty: 3626.671631
	Iteration 16Q: 3 clusters Score -7524571 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7525091.500000 Penalty: 3626.671631
	Iteration 17Q: 3 clusters Score -7525092 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7525424.500000 Penalty: 3626.671631
	Iteration 18Q: 3 clusters Score -7525424 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7525750.000000 Penalty: 3626.671631
	Iteration 19Q: 3 clusters Score -7525750 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7526049.000000 Penalty: 3626.671631
	Iteration 20F: 3 clusters Score -7526049 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7526243.000000 Penalty: 3626.671631
	Iteration 21Q: 3 clusters Score -7526243 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7526351.500000 Penalty: 3626.671631
	Iteration 22Q: 3 clusters Score -7526352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7526466.000000 Penalty: 3626.671631
	Iteration 23Q: 3 clusters Score -7526466 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7526518.500000 Penalty: 3626.671631
	Iteration 24Q: 3 clusters Score -7526518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7526565.500000 Penalty: 3626.671631
	Iteration 25Q: 3 clusters Score -7526566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7526582.500000 Penalty: 3626.671631
	Iteration 26Q: 3 clusters Score -7526582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7526633.500000 Penalty: 3626.671631
	Iteration 27Q: 3 clusters Score -7526634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7526633.000000 Penalty: 3626.671631
	Iteration 28Q: 3 clusters Score -7526633 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7526644.000000 Penalty: 3626.671631
	Iteration 29Q: 3 clusters Score -7526644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7526643.000000 Penalty: 3626.671631
	Iteration 30Q: 3 clusters Score -7526643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7526647.500000 Penalty: 3626.671631
	Iteration 31Q: 3 clusters Score -7526648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7526651.500000 Penalty: 3626.671631
	Iteration 32Q: 3 clusters Score -7526652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7526666.000000 Penalty: 3626.671631
	Iteration 33Q: 3 clusters Score -7526666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7526663.000000 Penalty: 3626.671631
	Iteration 34Q: 3 clusters Score -7526663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7526679.500000 Penalty: 3626.671631
	Iteration 35Q: 3 clusters Score -7526680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7526674.500000 Penalty: 3626.671631
	Iteration 36Q: 3 clusters Score -7526674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7526686.500000 Penalty: 3626.671631
	Iteration 37Q: 3 clusters Score -7526686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7526690.500000 Penalty: 3626.671631
	Iteration 38Q: 3 clusters Score -7526690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7526703.000000 Penalty: 3626.671631
	Iteration 39Q: 3 clusters Score -7526703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7526710.500000 Penalty: 3626.671631
	Iteration 40F: 3 clusters Score -7526710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7526705.000000 Penalty: 3626.671631
	Iteration 41Q: 3 clusters Score -7526705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7526713.500000 Penalty: 3626.671631
	Iteration 42Q: 3 clusters Score -7526714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7526705.000000 Penalty: 3626.671631
	Iteration 43Q: 3 clusters Score -7526705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7526706.500000 Penalty: 3626.671631
	Iteration 44Q: 3 clusters Score -7526706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7526710.500000 Penalty: 3626.671631
	Iteration 45Q: 3 clusters Score -7526710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7526700.500000 Penalty: 3626.671631
	Iteration 46Q: 3 clusters Score -7526700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7526705.500000 Penalty: 3626.671631
	Iteration 47Q: 3 clusters Score -7526706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7526711.500000 Penalty: 3626.671631
	Iteration 48Q: 3 clusters Score -7526712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7526718.000000 Penalty: 3626.671631
	Iteration 49Q: 3 clusters Score -7526718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7526724.000000 Penalty: 3626.671631
	Iteration 50Q: 3 clusters Score -7526724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7526724.000000 Penalty: 3626.671631
	Iteration 51Q: 3 clusters Score -7526724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7526724.500000 Penalty: 3626.671631
	Iteration 52Q: 3 clusters Score -7526724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7526719.500000 Penalty: 3626.671631
	Iteration 53Q: 3 clusters Score -7526720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7526718.500000 Penalty: 3626.671631
	Iteration 54Q: 3 clusters Score -7526718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7526718.500000 Penalty: 3626.671631
	Iteration 55F: 3 clusters Score -7526718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -362117.718750 Penalty: 1335.552979
	Iteration 0F: 2 clusters Score -362117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -358967.343750 Penalty: 2671.105957
	Iteration 0F: 3 clusters Score -358967.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -359816.531250 Penalty: 2671.105957
	Iteration 1F: 3 clusters Score -359816.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -360026.281250 Penalty: 2671.105957
	Iteration 2F: 3 clusters Score -360026.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -360152.281250 Penalty: 2671.105957
	Iteration 3F: 3 clusters Score -360152.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -360237.312500 Penalty: 2671.105957
	Iteration 4Q: 3 clusters Score -360237.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -360305.875000 Penalty: 2671.105957
	Iteration 5Q: 3 clusters Score -360305.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -360348.593750 Penalty: 2671.105957
	Iteration 6Q: 3 clusters Score -360348.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -360382.656250 Penalty: 2671.105957
	Iteration 7Q: 3 clusters Score -360382.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -360412.031250 Penalty: 2671.105957
	Iteration 8Q: 3 clusters Score -360412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -360451.812500 Penalty: 2671.105957
	Iteration 9Q: 3 clusters Score -360451.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -360502.125000 Penalty: 2671.105957
	Iteration 10Q: 3 clusters Score -360502.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -360558.875000 Penalty: 2671.105957
	Iteration 11Q: 3 clusters Score -360558.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -360613.437500 Penalty: 2671.105957
	Iteration 12Q: 3 clusters Score -360613.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -360656.281250 Penalty: 2671.105957
	Iteration 13Q: 3 clusters Score -360656.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -360704.750000 Penalty: 2671.105957
	Iteration 14Q: 3 clusters Score -360704.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -360768.406250 Penalty: 2671.105957
	Iteration 15Q: 3 clusters Score -360768.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -360834.437500 Penalty: 2671.105957
	Iteration 16Q: 3 clusters Score -360834.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -360901.093750 Penalty: 2671.105957
	Iteration 17Q: 3 clusters Score -360901.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -360974.437500 Penalty: 2671.105957
	Iteration 18Q: 3 clusters Score -360974.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -361027.281250 Penalty: 2671.105957
	Iteration 19Q: 3 clusters Score -361027.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -361067.875000 Penalty: 2671.105957
	Iteration 20F: 3 clusters Score -361067.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -361096.750000 Penalty: 2671.105957
	Iteration 21Q: 3 clusters Score -361096.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -361110.187500 Penalty: 2671.105957
	Iteration 22Q: 3 clusters Score -361110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -361121.687500 Penalty: 2671.105957
	Iteration 23Q: 3 clusters Score -361121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -361135.375000 Penalty: 2671.105957
	Iteration 24Q: 3 clusters Score -361135.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -361145.062500 Penalty: 2671.105957
	Iteration 25Q: 3 clusters Score -361145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -361154.937500 Penalty: 2671.105957
	Iteration 26Q: 3 clusters Score -361154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -361166.187500 Penalty: 2671.105957
	Iteration 27Q: 3 clusters Score -361166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -361179.812500 Penalty: 2671.105957
	Iteration 28Q: 3 clusters Score -361179.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -361202.750000 Penalty: 2671.105957
	Iteration 29Q: 3 clusters Score -361202.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -361218.343750 Penalty: 2671.105957
	Iteration 30Q: 3 clusters Score -361218.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -361227.187500 Penalty: 2671.105957
	Iteration 31Q: 3 clusters Score -361227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -361231.687500 Penalty: 2671.105957
	Iteration 32Q: 3 clusters Score -361231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -361234.656250 Penalty: 2671.105957
	Iteration 33Q: 3 clusters Score -361234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -361238.437500 Penalty: 2671.105957
	Iteration 34Q: 3 clusters Score -361238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -361241.375000 Penalty: 2671.105957
	Iteration 35Q: 3 clusters Score -361241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -361243.812500 Penalty: 2671.105957
	Iteration 36Q: 3 clusters Score -361243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -361245.718750 Penalty: 2671.105957
	Iteration 37Q: 3 clusters Score -361245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -361247.218750 Penalty: 2671.105957
	Iteration 38Q: 3 clusters Score -361247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -361248.031250 Penalty: 2671.105957
	Iteration 39Q: 3 clusters Score -361248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -361248.031250 Penalty: 2671.105957
	Iteration 40F: 3 clusters Score -361248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -2720192.500000 Penalty: 1646.316895
	Iteration 0F: 2 clusters Score -2720192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2703135.500000 Penalty: 3292.633789
	Iteration 0F: 3 clusters Score -2703136 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2709437.750000 Penalty: 3292.633789
	Iteration 1F: 3 clusters Score -2709438 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2709885.500000 Penalty: 3292.633789
	Iteration 2Q: 3 clusters Score -2709886 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2710343.750000 Penalty: 3292.633789
	Iteration 3Q: 3 clusters Score -2710344 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2710907.000000 Penalty: 3292.633789
	Iteration 4Q: 3 clusters Score -2710907 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2711600.750000 Penalty: 3292.633789
	Iteration 5Q: 3 clusters Score -2711601 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2712424.750000 Penalty: 3292.633789
	Iteration 6F: 3 clusters Score -2712425 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2713388.750000 Penalty: 3292.633789
	Iteration 7F: 3 clusters Score -2713389 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2714272.250000 Penalty: 3292.633789
	Iteration 8F: 3 clusters Score -2714272 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2715076.750000 Penalty: 3292.633789
	Iteration 9F: 3 clusters Score -2715077 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2715769.500000 Penalty: 3292.633789
	Iteration 10Q: 3 clusters Score -2715770 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2716326.000000 Penalty: 3292.633789
	Iteration 11Q: 3 clusters Score -2716326 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2716719.750000 Penalty: 3292.633789
	Iteration 12Q: 3 clusters Score -2716720 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2716998.500000 Penalty: 3292.633789
	Iteration 13Q: 3 clusters Score -2716998 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2717197.750000 Penalty: 3292.633789
	Iteration 14Q: 3 clusters Score -2717198 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2717350.750000 Penalty: 3292.633789
	Iteration 15Q: 3 clusters Score -2717351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2717465.250000 Penalty: 3292.633789
	Iteration 16Q: 3 clusters Score -2717465 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2717585.250000 Penalty: 3292.633789
	Iteration 17Q: 3 clusters Score -2717585 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2717661.500000 Penalty: 3292.633789
	Iteration 18Q: 3 clusters Score -2717662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2717749.000000 Penalty: 3292.633789
	Iteration 19Q: 3 clusters Score -2717749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2717836.250000 Penalty: 3292.633789
	Iteration 20F: 3 clusters Score -2717836 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2717891.000000 Penalty: 3292.633789
	Iteration 21Q: 3 clusters Score -2717891 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2717948.250000 Penalty: 3292.633789
	Iteration 22Q: 3 clusters Score -2717948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2717999.750000 Penalty: 3292.633789
	Iteration 23Q: 3 clusters Score -2718000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2718063.000000 Penalty: 3292.633789
	Iteration 24Q: 3 clusters Score -2718063 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2718107.250000 Penalty: 3292.633789
	Iteration 25Q: 3 clusters Score -2718107 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2718151.500000 Penalty: 3292.633789
	Iteration 26Q: 3 clusters Score -2718152 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2718215.250000 Penalty: 3292.633789
	Iteration 27Q: 3 clusters Score -2718215 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2718264.250000 Penalty: 3292.633789
	Iteration 28Q: 3 clusters Score -2718264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2718314.000000 Penalty: 3292.633789
	Iteration 29Q: 3 clusters Score -2718314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2718351.250000 Penalty: 3292.633789
	Iteration 30Q: 3 clusters Score -2718351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2718386.750000 Penalty: 3292.633789
	Iteration 31Q: 3 clusters Score -2718387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2718427.000000 Penalty: 3292.633789
	Iteration 32Q: 3 clusters Score -2718427 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2718452.750000 Penalty: 3292.633789
	Iteration 33Q: 3 clusters Score -2718453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2718488.750000 Penalty: 3292.633789
	Iteration 34Q: 3 clusters Score -2718489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2718511.500000 Penalty: 3292.633789
	Iteration 35Q: 3 clusters Score -2718512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2718532.500000 Penalty: 3292.633789
	Iteration 36Q: 3 clusters Score -2718532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2718548.500000 Penalty: 3292.633789
	Iteration 37Q: 3 clusters Score -2718548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2718565.000000 Penalty: 3292.633789
	Iteration 38Q: 3 clusters Score -2718565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2718577.500000 Penalty: 3292.633789
	Iteration 39Q: 3 clusters Score -2718578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2718595.500000 Penalty: 3292.633789
	Iteration 40F: 3 clusters Score -2718596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2718610.000000 Penalty: 3292.633789
	Iteration 41Q: 3 clusters Score -2718610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2718616.250000 Penalty: 3292.633789
	Iteration 42Q: 3 clusters Score -2718616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2718643.500000 Penalty: 3292.633789
	Iteration 43Q: 3 clusters Score -2718644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2718662.250000 Penalty: 3292.633789
	Iteration 44Q: 3 clusters Score -2718662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2718681.000000 Penalty: 3292.633789
	Iteration 45Q: 3 clusters Score -2718681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2718692.000000 Penalty: 3292.633789
	Iteration 46Q: 3 clusters Score -2718692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2718716.000000 Penalty: 3292.633789
	Iteration 47Q: 3 clusters Score -2718716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2718738.500000 Penalty: 3292.633789
	Iteration 48Q: 3 clusters Score -2718738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2718756.000000 Penalty: 3292.633789
	Iteration 49Q: 3 clusters Score -2718756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2718772.000000 Penalty: 3292.633789
	Iteration 50Q: 3 clusters Score -2718772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2718785.000000 Penalty: 3292.633789
	Iteration 51Q: 3 clusters Score -2718785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2718797.500000 Penalty: 3292.633789
	Iteration 52Q: 3 clusters Score -2718798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2718810.500000 Penalty: 3292.633789
	Iteration 53Q: 3 clusters Score -2718810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2718816.000000 Penalty: 3292.633789
	Iteration 54Q: 3 clusters Score -2718816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2718828.500000 Penalty: 3292.633789
	Iteration 55Q: 3 clusters Score -2718828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2718831.750000 Penalty: 3292.633789
	Iteration 56Q: 3 clusters Score -2718832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2718840.000000 Penalty: 3292.633789
	Iteration 57Q: 3 clusters Score -2718840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2718843.500000 Penalty: 3292.633789
	Iteration 58Q: 3 clusters Score -2718844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2718842.250000 Penalty: 3292.633789
	Iteration 59Q: 3 clusters Score -2718842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2718847.000000 Penalty: 3292.633789
	Iteration 60F: 3 clusters Score -2718847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2718847.500000 Penalty: 3292.633789
	Iteration 61Q: 3 clusters Score -2718848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2718847.500000 Penalty: 3292.633789
	Iteration 62Q: 3 clusters Score -2718848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2718855.000000 Penalty: 3292.633789
	Iteration 63Q: 3 clusters Score -2718855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2718862.250000 Penalty: 3292.633789
	Iteration 64Q: 3 clusters Score -2718862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2718868.500000 Penalty: 3292.633789
	Iteration 65Q: 3 clusters Score -2718868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2718867.750000 Penalty: 3292.633789
	Iteration 66Q: 3 clusters Score -2718868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2718869.250000 Penalty: 3292.633789
	Iteration 67Q: 3 clusters Score -2718869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2718869.250000 Penalty: 3292.633789
	Iteration 68F: 3 clusters Score -2718869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156432 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 162062 members 
Mstep: Class 4 contains 21557 members 
Mstep: Class 5 contains 59526 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 174561 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 10 contains 49201 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 25641 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 24470 members 
Mstep: Class 15 contains 70192 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 19 contains 25114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459880.000000 Penalty: 37579.566406
Iteration 119Q: 18 clusters Score -8.445988e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 12545 members 
Mstep: Class 3 contains 161690 members 
Mstep: Class 4 contains 21519 members 
Mstep: Class 5 contains 59524 members 
Mstep: Class 6 contains 13051 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 174175 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 49151 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 24457 members 
Mstep: Class 15 contains 70392 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 19 contains 25308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460192.000000 Penalty: 37579.566406
Iteration 120F: 18 clusters Score -8.446019e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 12552 members 
Mstep: Class 3 contains 161315 members 
Mstep: Class 4 contains 21489 members 
Mstep: Class 5 contains 59540 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 173799 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 49089 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 25586 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 70604 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 19 contains 25509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460216.000000 Penalty: 37579.566406
Iteration 121Q: 18 clusters Score -8.446022e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 12558 members 
Mstep: Class 3 contains 161035 members 
Mstep: Class 4 contains 21460 members 
Mstep: Class 5 contains 59561 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 173393 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 49026 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 25564 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 70783 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 19 contains 25699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460552.000000 Penalty: 37579.566406
Iteration 122Q: 18 clusters Score -8.446055e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 12562 members 
Mstep: Class 3 contains 160767 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 59577 members 
Mstep: Class 6 contains 13060 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 173048 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 48962 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 25537 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 24399 members 
Mstep: Class 15 contains 70947 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 19 contains 25886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460912.000000 Penalty: 37579.566406
Iteration 123Q: 18 clusters Score -8.446091e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 12573 members 
Mstep: Class 3 contains 160527 members 
Mstep: Class 4 contains 21388 members 
Mstep: Class 5 contains 59593 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172752 members 
Mstep: Class 9 contains 5058 members 
Mstep: Class 10 contains 48910 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 25498 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 24368 members 
Mstep: Class 15 contains 71134 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 19 contains 26046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460920.000000 Penalty: 37579.566406
Iteration 124Q: 18 clusters Score -8.446092e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158690 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 160342 members 
Mstep: Class 4 contains 21362 members 
Mstep: Class 5 contains 59602 members 
Mstep: Class 6 contains 13066 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172447 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 48844 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 25464 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 24338 members 
Mstep: Class 15 contains 71314 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 19 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461016.000000 Penalty: 37579.566406
Iteration 125Q: 18 clusters Score -8.446102e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 160123 members 
Mstep: Class 4 contains 21324 members 
Mstep: Class 5 contains 59616 members 
Mstep: Class 6 contains 13063 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172167 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 48779 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 25422 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 71520 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 19 contains 26398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461360.000000 Penalty: 37579.566406
Iteration 126Q: 18 clusters Score -8.446136e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 159995 members 
Mstep: Class 4 contains 21282 members 
Mstep: Class 5 contains 59628 members 
Mstep: Class 6 contains 13068 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171898 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 48729 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 25375 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 24285 members 
Mstep: Class 15 contains 71713 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 19 contains 26566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461832.000000 Penalty: 37579.566406
Iteration 127Q: 18 clusters Score -8.446183e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 12646 members 
Mstep: Class 3 contains 160014 members 
Mstep: Class 4 contains 21235 members 
Mstep: Class 5 contains 59635 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171647 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 48653 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 24252 members 
Mstep: Class 15 contains 71844 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 19 contains 26731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462024.000000 Penalty: 37579.566406
Iteration 128Q: 18 clusters Score -8.446202e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159221 members 
Mstep: Class 2 contains 12652 members 
Mstep: Class 3 contains 160072 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 59628 members 
Mstep: Class 6 contains 13071 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171396 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 48579 members 
Mstep: Class 11 contains 2710 members 
Mstep: Class 12 contains 25271 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24230 members 
Mstep: Class 15 contains 72004 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 19 contains 26909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462232.000000 Penalty: 37579.566406
Iteration 129Q: 18 clusters Score -8.446223e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 12658 members 
Mstep: Class 3 contains 160176 members 
Mstep: Class 4 contains 21137 members 
Mstep: Class 5 contains 59634 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171231 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 48527 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 25219 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24212 members 
Mstep: Class 15 contains 72154 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 19 contains 27092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462344.000000 Penalty: 37579.566406
Iteration 130Q: 18 clusters Score -8.446234e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 160274 members 
Mstep: Class 4 contains 21094 members 
Mstep: Class 5 contains 59644 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171100 members 
Mstep: Class 9 contains 5095 members 
Mstep: Class 10 contains 48458 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 25159 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24205 members 
Mstep: Class 15 contains 72304 members 
Mstep: Class 17 contains 4008 members 
Mstep: Class 19 contains 27295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462360.000000 Penalty: 37579.566406
Iteration 131Q: 18 clusters Score -8.446236e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 160434 members 
Mstep: Class 4 contains 21046 members 
Mstep: Class 5 contains 59666 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170974 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 48409 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 25099 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 72492 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 19 contains 27493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462480.000000 Penalty: 37579.566406
Iteration 132Q: 18 clusters Score -8.446248e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158339 members 
Mstep: Class 2 contains 12665 members 
Mstep: Class 3 contains 160591 members 
Mstep: Class 4 contains 21005 members 
Mstep: Class 5 contains 59690 members 
Mstep: Class 6 contains 13054 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170875 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 48362 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 25049 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 72665 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 19 contains 27700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462496.000000 Penalty: 37579.566406
Iteration 133Q: 18 clusters Score -8.44625e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 12669 members 
Mstep: Class 3 contains 160787 members 
Mstep: Class 4 contains 20963 members 
Mstep: Class 5 contains 59699 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170792 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 48301 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 24996 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 24165 members 
Mstep: Class 15 contains 72844 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 19 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462960.000000 Penalty: 37579.566406
Iteration 134Q: 18 clusters Score -8.446296e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 161016 members 
Mstep: Class 4 contains 20926 members 
Mstep: Class 5 contains 59706 members 
Mstep: Class 6 contains 13053 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170762 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 48219 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 24936 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24157 members 
Mstep: Class 15 contains 73009 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 19 contains 28094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463120.000000 Penalty: 37579.566406
Iteration 135Q: 18 clusters Score -8.446312e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 161287 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 59698 members 
Mstep: Class 6 contains 13045 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170731 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 48124 members 
Mstep: Class 11 contains 2615 members 
Mstep: Class 12 contains 24867 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24155 members 
Mstep: Class 15 contains 73169 members 
Mstep: Class 17 contains 4096 members 
Mstep: Class 19 contains 28313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463304.000000 Penalty: 37579.566406
Iteration 136Q: 18 clusters Score -8.44633e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 12690 members 
Mstep: Class 3 contains 161598 members 
Mstep: Class 4 contains 20868 members 
Mstep: Class 5 contains 59686 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170718 members 
Mstep: Class 9 contains 5110 members 
Mstep: Class 10 contains 48032 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 24797 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 24151 members 
Mstep: Class 15 contains 73369 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 19 contains 28507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463336.000000 Penalty: 37579.566406
Iteration 137Q: 18 clusters Score -8.446334e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 12685 members 
Mstep: Class 3 contains 161847 members 
Mstep: Class 4 contains 20842 members 
Mstep: Class 5 contains 59671 members 
Mstep: Class 6 contains 13035 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170785 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 47949 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 24728 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 24136 members 
Mstep: Class 15 contains 73562 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 19 contains 28721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463288.000000 Penalty: 37579.566406
Iteration 138Q: 18 clusters Score -8.446329e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 12681 members 
Mstep: Class 3 contains 162079 members 
Mstep: Class 4 contains 20809 members 
Mstep: Class 5 contains 59662 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170933 members 
Mstep: Class 9 contains 5118 members 
Mstep: Class 10 contains 47847 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 24659 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24126 members 
Mstep: Class 15 contains 73737 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 19 contains 28936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463216.000000 Penalty: 37579.566406
Iteration 139Q: 18 clusters Score -8.446322e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 12687 members 
Mstep: Class 3 contains 162272 members 
Mstep: Class 4 contains 20787 members 
Mstep: Class 5 contains 59661 members 
Mstep: Class 6 contains 13028 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171094 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 47756 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 12 contains 24606 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24109 members 
Mstep: Class 15 contains 73930 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 19 contains 29150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463024.000000 Penalty: 37579.566406
Iteration 140F: 18 clusters Score -8.446302e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 12689 members 
Mstep: Class 3 contains 162519 members 
Mstep: Class 4 contains 20749 members 
Mstep: Class 5 contains 59646 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171205 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 47687 members 
Mstep: Class 11 contains 2600 members 
Mstep: Class 12 contains 24561 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 24095 members 
Mstep: Class 15 contains 74129 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 19 contains 29361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462880.000000 Penalty: 37579.566406
Iteration 141Q: 18 clusters Score -8.446288e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 12691 members 
Mstep: Class 3 contains 162736 members 
Mstep: Class 4 contains 20724 members 
Mstep: Class 5 contains 59616 members 
Mstep: Class 6 contains 13014 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171320 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 10 contains 47628 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 24528 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24091 members 
Mstep: Class 15 contains 74339 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 19 contains 29591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462880.000000 Penalty: 37579.566406
Iteration 142Q: 18 clusters Score -8.446288e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 12689 members 
Mstep: Class 3 contains 162802 members 
Mstep: Class 4 contains 20706 members 
Mstep: Class 5 contains 59591 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171470 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 47563 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 24508 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 24083 members 
Mstep: Class 15 contains 74526 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 19 contains 29825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462696.000000 Penalty: 37579.566406
Iteration 143Q: 18 clusters Score -8.44627e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 12691 members 
Mstep: Class 3 contains 162855 members 
Mstep: Class 4 contains 20680 members 
Mstep: Class 5 contains 59572 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171586 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 47490 members 
Mstep: Class 11 contains 2594 members 
Mstep: Class 12 contains 24469 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 24063 members 
Mstep: Class 15 contains 74735 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 19 contains 30053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462928.000000 Penalty: 37579.566406
Iteration 144Q: 18 clusters Score -8.446293e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 12700 members 
Mstep: Class 3 contains 162880 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 59555 members 
Mstep: Class 6 contains 12995 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171690 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 47423 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 24443 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 24047 members 
Mstep: Class 15 contains 74929 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 19 contains 30270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463096.000000 Penalty: 37579.566406
Iteration 145Q: 18 clusters Score -8.44631e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152201 members 
Mstep: Class 2 contains 12709 members 
Mstep: Class 3 contains 162772 members 
Mstep: Class 4 contains 20629 members 
Mstep: Class 5 contains 59547 members 
Mstep: Class 6 contains 12988 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171792 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 47356 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 24397 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24030 members 
Mstep: Class 15 contains 75149 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 19 contains 30506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463136.000000 Penalty: 37579.566406
Iteration 146Q: 18 clusters Score -8.446314e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 12717 members 
Mstep: Class 3 contains 162625 members 
Mstep: Class 4 contains 20596 members 
Mstep: Class 5 contains 59538 members 
Mstep: Class 6 contains 12986 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171863 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 47303 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 24014 members 
Mstep: Class 15 contains 75364 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 19 contains 30732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463064.000000 Penalty: 37579.566406
Iteration 147Q: 18 clusters Score -8.446306e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 12725 members 
Mstep: Class 3 contains 162454 members 
Mstep: Class 4 contains 20571 members 
Mstep: Class 5 contains 59524 members 
Mstep: Class 6 contains 12984 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171877 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 47244 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 24300 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 24001 members 
Mstep: Class 15 contains 75572 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 19 contains 30958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463192.000000 Penalty: 37579.566406
Iteration 148Q: 18 clusters Score -8.446319e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 162240 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 59507 members 
Mstep: Class 6 contains 12980 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171837 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 47202 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 24265 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 23993 members 
Mstep: Class 15 contains 75785 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 19 contains 31181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463216.000000 Penalty: 37579.566406
Iteration 149Q: 18 clusters Score -8.446322e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151782 members 
Mstep: Class 2 contains 12747 members 
Mstep: Class 3 contains 162050 members 
Mstep: Class 4 contains 20537 members 
Mstep: Class 5 contains 59492 members 
Mstep: Class 6 contains 12974 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171723 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 47155 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 24237 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 23983 members 
Mstep: Class 15 contains 76002 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 19 contains 31392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463328.000000 Penalty: 37579.566406
Iteration 150Q: 18 clusters Score -8.446333e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 12758 members 
Mstep: Class 3 contains 161816 members 
Mstep: Class 4 contains 20515 members 
Mstep: Class 5 contains 59486 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171647 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 47097 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 24191 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 23968 members 
Mstep: Class 15 contains 76202 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 19 contains 31593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463440.000000 Penalty: 37579.566406
Iteration 151Q: 18 clusters Score -8.446344e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 12765 members 
Mstep: Class 3 contains 161526 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 59493 members 
Mstep: Class 6 contains 12961 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171531 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 47057 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23954 members 
Mstep: Class 15 contains 76423 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 19 contains 31784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463712.000000 Penalty: 37579.566406
Iteration 152Q: 18 clusters Score -8.446371e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 161289 members 
Mstep: Class 4 contains 20473 members 
Mstep: Class 5 contains 59482 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171370 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 47015 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 24107 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 23945 members 
Mstep: Class 15 contains 76638 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 19 contains 31945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463592.000000 Penalty: 37579.566406
Iteration 153Q: 18 clusters Score -8.446359e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 12768 members 
Mstep: Class 3 contains 161062 members 
Mstep: Class 4 contains 20453 members 
Mstep: Class 5 contains 59486 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171173 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 46988 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 24067 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23938 members 
Mstep: Class 15 contains 76856 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 19 contains 32090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463720.000000 Penalty: 37579.566406
Iteration 154Q: 18 clusters Score -8.446372e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152425 members 
Mstep: Class 2 contains 12775 members 
Mstep: Class 3 contains 160790 members 
Mstep: Class 4 contains 20417 members 
Mstep: Class 5 contains 59521 members 
Mstep: Class 6 contains 12959 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170924 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 46947 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 24037 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 23932 members 
Mstep: Class 15 contains 77071 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 19 contains 32264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463872.000000 Penalty: 37579.566406
Iteration 155Q: 18 clusters Score -8.446387e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 160568 members 
Mstep: Class 4 contains 20379 members 
Mstep: Class 5 contains 59536 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170684 members 
Mstep: Class 9 contains 5173 members 
Mstep: Class 10 contains 46898 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 23994 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 23929 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 19 contains 32420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463648.000000 Penalty: 37579.566406
Iteration 156Q: 18 clusters Score -8.446365e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152916 members 
Mstep: Class 2 contains 12795 members 
Mstep: Class 3 contains 160352 members 
Mstep: Class 4 contains 20344 members 
Mstep: Class 5 contains 59541 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170441 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 46846 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 23917 members 
Mstep: Class 15 contains 77418 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 19 contains 32563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464064.000000 Penalty: 37579.566406
Iteration 157Q: 18 clusters Score -8.446406e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 160217 members 
Mstep: Class 4 contains 20305 members 
Mstep: Class 5 contains 59545 members 
Mstep: Class 6 contains 12972 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 170209 members 
Mstep: Class 9 contains 5181 members 
Mstep: Class 10 contains 46791 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 23910 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 23906 members 
Mstep: Class 15 contains 77605 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 19 contains 32689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463872.000000 Penalty: 37579.566406
Iteration 158Q: 18 clusters Score -8.446387e+07 nChanged 1594
Entering ConstructFrom: 
Score: -84463872.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (153262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Entering Unmasked Estep 
Score: -16362002.000000 Penalty: 1940.234375
	Iteration 0F: 2 clusters Score -1.6362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -16259791.000000 Penalty: 3880.468750
	Iteration 0F: 3 clusters Score -1.625979e+07 nChanged 73732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -16303424.000000 Penalty: 3880.468750
	Iteration 1F: 3 clusters Score -1.630342e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -16304751.000000 Penalty: 3880.468750
	Iteration 2Q: 3 clusters Score -1.630475e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -16306740.000000 Penalty: 3880.468750
	Iteration 3Q: 3 clusters Score -1.630674e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -16310292.000000 Penalty: 3880.468750
	Iteration 4Q: 3 clusters Score -1.631029e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -16316162.000000 Penalty: 3880.468750
	Iteration 5F: 3 clusters Score -1.631616e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -16324826.000000 Penalty: 3880.468750
	Iteration 6F: 3 clusters Score -1.632483e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -16335427.000000 Penalty: 3880.468750
	Iteration 7F: 3 clusters Score -1.633543e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109472 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -16344499.000000 Penalty: 3880.468750
	Iteration 8F: 3 clusters Score -1.63445e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -16349404.000000 Penalty: 3880.468750
	Iteration 9Q: 3 clusters Score -1.63494e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -16352031.000000 Penalty: 3880.468750
	Iteration 10Q: 3 clusters Score -1.635203e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -16353988.000000 Penalty: 3880.468750
	Iteration 11Q: 3 clusters Score -1.635399e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -16355523.000000 Penalty: 3880.468750
	Iteration 12Q: 3 clusters Score -1.635552e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -16356523.000000 Penalty: 3880.468750
	Iteration 13Q: 3 clusters Score -1.635652e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -16357340.000000 Penalty: 3880.468750
	Iteration 14Q: 3 clusters Score -1.635734e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124506 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -16357885.000000 Penalty: 3880.468750
	Iteration 15Q: 3 clusters Score -1.635788e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -16358241.000000 Penalty: 3880.468750
	Iteration 16Q: 3 clusters Score -1.635824e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -16358556.000000 Penalty: 3880.468750
	Iteration 17Q: 3 clusters Score -1.635856e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127728 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -16358823.000000 Penalty: 3880.468750
	Iteration 18Q: 3 clusters Score -1.635882e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -16359036.000000 Penalty: 3880.468750
	Iteration 19Q: 3 clusters Score -1.635904e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -16359345.000000 Penalty: 3880.468750
	Iteration 20F: 3 clusters Score -1.635934e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -16359497.000000 Penalty: 3880.468750
	Iteration 21Q: 3 clusters Score -1.63595e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131316 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -16359671.000000 Penalty: 3880.468750
	Iteration 22Q: 3 clusters Score -1.635967e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -16359847.000000 Penalty: 3880.468750
	Iteration 23Q: 3 clusters Score -1.635985e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -16359957.000000 Penalty: 3880.468750
	Iteration 24Q: 3 clusters Score -1.635996e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -16360095.000000 Penalty: 3880.468750
	Iteration 25Q: 3 clusters Score -1.63601e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -16360190.000000 Penalty: 3880.468750
	Iteration 26Q: 3 clusters Score -1.636019e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -16360278.000000 Penalty: 3880.468750
	Iteration 27Q: 3 clusters Score -1.636028e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -16360377.000000 Penalty: 3880.468750
	Iteration 28Q: 3 clusters Score -1.636038e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -16360471.000000 Penalty: 3880.468750
	Iteration 29Q: 3 clusters Score -1.636047e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -16360580.000000 Penalty: 3880.468750
	Iteration 30Q: 3 clusters Score -1.636058e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137256 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -16360658.000000 Penalty: 3880.468750
	Iteration 31Q: 3 clusters Score -1.636066e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -16360729.000000 Penalty: 3880.468750
	Iteration 32Q: 3 clusters Score -1.636073e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138289 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -16360838.000000 Penalty: 3880.468750
	Iteration 33Q: 3 clusters Score -1.636084e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -16360886.000000 Penalty: 3880.468750
	Iteration 34Q: 3 clusters Score -1.636089e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139151 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -16360936.000000 Penalty: 3880.468750
	Iteration 35Q: 3 clusters Score -1.636094e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -16360947.000000 Penalty: 3880.468750
	Iteration 36Q: 3 clusters Score -1.636095e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139879 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -16361066.000000 Penalty: 3880.468750
	Iteration 37Q: 3 clusters Score -1.636107e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -16361138.000000 Penalty: 3880.468750
	Iteration 38Q: 3 clusters Score -1.636114e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -16361190.000000 Penalty: 3880.468750
	Iteration 39Q: 3 clusters Score -1.636119e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -16361234.000000 Penalty: 3880.468750
	Iteration 40F: 3 clusters Score -1.636123e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -16361248.000000 Penalty: 3880.468750
	Iteration 41Q: 3 clusters Score -1.636125e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -16361284.000000 Penalty: 3880.468750
	Iteration 42Q: 3 clusters Score -1.636128e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -16361314.000000 Penalty: 3880.468750
	Iteration 43Q: 3 clusters Score -1.636131e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -16361295.000000 Penalty: 3880.468750
	Iteration 44Q: 3 clusters Score -1.63613e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -16361321.000000 Penalty: 3880.468750
	Iteration 45Q: 3 clusters Score -1.636132e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -16361347.000000 Penalty: 3880.468750
	Iteration 46Q: 3 clusters Score -1.636135e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -16361352.000000 Penalty: 3880.468750
	Iteration 47Q: 3 clusters Score -1.636135e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -16361382.000000 Penalty: 3880.468750
	Iteration 48Q: 3 clusters Score -1.636138e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143033 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -16361333.000000 Penalty: 3880.468750
	Iteration 49Q: 3 clusters Score -1.636133e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -16361364.000000 Penalty: 3880.468750
	Iteration 50Q: 3 clusters Score -1.636136e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -16361381.000000 Penalty: 3880.468750
	Iteration 51Q: 3 clusters Score -1.636138e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -16361394.000000 Penalty: 3880.468750
	Iteration 52Q: 3 clusters Score -1.636139e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -16361391.000000 Penalty: 3880.468750
	Iteration 53Q: 3 clusters Score -1.636139e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -16361373.000000 Penalty: 3880.468750
	Iteration 54Q: 3 clusters Score -1.636137e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144166 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -16361410.000000 Penalty: 3880.468750
	Iteration 55Q: 3 clusters Score -1.636141e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144316 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -16361389.000000 Penalty: 3880.468750
	Iteration 56Q: 3 clusters Score -1.636139e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -16361400.000000 Penalty: 3880.468750
	Iteration 57Q: 3 clusters Score -1.63614e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144598 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -16361415.000000 Penalty: 3880.468750
	Iteration 58Q: 3 clusters Score -1.636142e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144733 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -16361405.000000 Penalty: 3880.468750
	Iteration 59Q: 3 clusters Score -1.63614e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -16361389.000000 Penalty: 3880.468750
	Iteration 60F: 3 clusters Score -1.636139e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -16361384.000000 Penalty: 3880.468750
	Iteration 61Q: 3 clusters Score -1.636138e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -16361405.000000 Penalty: 3880.468750
	Iteration 62Q: 3 clusters Score -1.63614e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -16361430.000000 Penalty: 3880.468750
	Iteration 63Q: 3 clusters Score -1.636143e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -16361430.000000 Penalty: 3880.468750
	Iteration 64Q: 3 clusters Score -1.636143e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -16361440.000000 Penalty: 3880.468750
	Iteration 65Q: 3 clusters Score -1.636144e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145649 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -16361465.000000 Penalty: 3880.468750
	Iteration 66Q: 3 clusters Score -1.636146e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -16361406.000000 Penalty: 3880.468750
	Iteration 67Q: 3 clusters Score -1.636141e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -16361454.000000 Penalty: 3880.468750
	Iteration 68Q: 3 clusters Score -1.636145e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -16361465.000000 Penalty: 3880.468750
	Iteration 69Q: 3 clusters Score -1.636146e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -16361470.000000 Penalty: 3880.468750
	Iteration 70Q: 3 clusters Score -1.636147e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -16361490.000000 Penalty: 3880.468750
	Iteration 71Q: 3 clusters Score -1.636149e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -16361488.000000 Penalty: 3880.468750
	Iteration 72Q: 3 clusters Score -1.636149e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -16361512.000000 Penalty: 3880.468750
	Iteration 73Q: 3 clusters Score -1.636151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146445 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -16361487.000000 Penalty: 3880.468750
	Iteration 74Q: 3 clusters Score -1.636149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -16361506.000000 Penalty: 3880.468750
	Iteration 75Q: 3 clusters Score -1.636151e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -16361494.000000 Penalty: 3880.468750
	Iteration 76Q: 3 clusters Score -1.636149e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -16361527.000000 Penalty: 3880.468750
	Iteration 77Q: 3 clusters Score -1.636153e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146677 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -16361532.000000 Penalty: 3880.468750
	Iteration 78Q: 3 clusters Score -1.636153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -16361525.000000 Penalty: 3880.468750
	Iteration 79Q: 3 clusters Score -1.636152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -16361517.000000 Penalty: 3880.468750
	Iteration 80F: 3 clusters Score -1.636152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -16361494.000000 Penalty: 3880.468750
	Iteration 81Q: 3 clusters Score -1.636149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -16361466.000000 Penalty: 3880.468750
	Iteration 82Q: 3 clusters Score -1.636147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -16361457.000000 Penalty: 3880.468750
	Iteration 83Q: 3 clusters Score -1.636146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -16361451.000000 Penalty: 3880.468750
	Iteration 84Q: 3 clusters Score -1.636145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -16361482.000000 Penalty: 3880.468750
	Iteration 85Q: 3 clusters Score -1.636148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -16361464.000000 Penalty: 3880.468750
	Iteration 86Q: 3 clusters Score -1.636146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147015 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -16361458.000000 Penalty: 3880.468750
	Iteration 87Q: 3 clusters Score -1.636146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -16361470.000000 Penalty: 3880.468750
	Iteration 88Q: 3 clusters Score -1.636147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -16361458.000000 Penalty: 3880.468750
	Iteration 89Q: 3 clusters Score -1.636146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -16361443.000000 Penalty: 3880.468750
	Iteration 90Q: 3 clusters Score -1.636144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -16361445.000000 Penalty: 3880.468750
	Iteration 91Q: 3 clusters Score -1.636144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147136 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -16361447.000000 Penalty: 3880.468750
	Iteration 92Q: 3 clusters Score -1.636145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -16361441.000000 Penalty: 3880.468750
	Iteration 93Q: 3 clusters Score -1.636144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -16361440.000000 Penalty: 3880.468750
	Iteration 94Q: 3 clusters Score -1.636144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -16361429.000000 Penalty: 3880.468750
	Iteration 95Q: 3 clusters Score -1.636143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -16361434.000000 Penalty: 3880.468750
	Iteration 96Q: 3 clusters Score -1.636143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -16361447.000000 Penalty: 3880.468750
	Iteration 97Q: 3 clusters Score -1.636145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -16361438.000000 Penalty: 3880.468750
	Iteration 98Q: 3 clusters Score -1.636144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -16361430.000000 Penalty: 3880.468750
	Iteration 99Q: 3 clusters Score -1.636143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -16361441.000000 Penalty: 3880.468750
	Iteration 100F: 3 clusters Score -1.636144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -16361440.000000 Penalty: 3880.468750
	Iteration 101Q: 3 clusters Score -1.636144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -16361445.000000 Penalty: 3880.468750
	Iteration 102Q: 3 clusters Score -1.636144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -16361436.000000 Penalty: 3880.468750
	Iteration 103Q: 3 clusters Score -1.636144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147272 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -16361443.000000 Penalty: 3880.468750
	Iteration 104Q: 3 clusters Score -1.636144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -16361439.000000 Penalty: 3880.468750
	Iteration 105Q: 3 clusters Score -1.636144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -16361435.000000 Penalty: 3880.468750
	Iteration 106Q: 3 clusters Score -1.636144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -16361450.000000 Penalty: 3880.468750
	Iteration 107Q: 3 clusters Score -1.636145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147298 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -16361453.000000 Penalty: 3880.468750
	Iteration 108Q: 3 clusters Score -1.636145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -16361472.000000 Penalty: 3880.468750
	Iteration 109Q: 3 clusters Score -1.636147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147311 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -16361461.000000 Penalty: 3880.468750
	Iteration 110Q: 3 clusters Score -1.636146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -16361462.000000 Penalty: 3880.468750
	Iteration 111Q: 3 clusters Score -1.636146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -16361464.000000 Penalty: 3880.468750
	Iteration 112Q: 3 clusters Score -1.636146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147326 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -16361468.000000 Penalty: 3880.468750
	Iteration 113Q: 3 clusters Score -1.636147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -16361464.000000 Penalty: 3880.468750
	Iteration 114Q: 3 clusters Score -1.636146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -16361457.000000 Penalty: 3880.468750
	Iteration 115Q: 3 clusters Score -1.636146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -16361476.000000 Penalty: 3880.468750
	Iteration 116Q: 3 clusters Score -1.636148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147340 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -16361478.000000 Penalty: 3880.468750
	Iteration 117Q: 3 clusters Score -1.636148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147342 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -16361478.000000 Penalty: 3880.468750
	Iteration 118Q: 3 clusters Score -1.636148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -16361476.000000 Penalty: 3880.468750
	Iteration 119Q: 3 clusters Score -1.636148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147345 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -16361479.000000 Penalty: 3880.468750
	Iteration 120F: 3 clusters Score -1.636148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -16361482.000000 Penalty: 3880.468750
	Iteration 121Q: 3 clusters Score -1.636148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -16361488.000000 Penalty: 3880.468750
	Iteration 122Q: 3 clusters Score -1.636149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -16361488.000000 Penalty: 3880.468750
	Iteration 123F: 3 clusters Score -1.636149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Entering Unmasked Estep 
Score: -1335015.875000 Penalty: 1537.074097
	Iteration 0F: 2 clusters Score -1335016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1326091.625000 Penalty: 3074.148193
	Iteration 0F: 3 clusters Score -1326092 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1329147.250000 Penalty: 3074.148193
	Iteration 1F: 3 clusters Score -1329147 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1329397.125000 Penalty: 3074.148193
	Iteration 2F: 3 clusters Score -1329397 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1329613.125000 Penalty: 3074.148193
	Iteration 3Q: 3 clusters Score -1329613 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1329850.875000 Penalty: 3074.148193
	Iteration 4Q: 3 clusters Score -1329851 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1330155.500000 Penalty: 3074.148193
	Iteration 5Q: 3 clusters Score -1330156 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1330513.500000 Penalty: 3074.148193
	Iteration 6Q: 3 clusters Score -1330514 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1330919.625000 Penalty: 3074.148193
	Iteration 7F: 3 clusters Score -1330920 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1331315.875000 Penalty: 3074.148193
	Iteration 8Q: 3 clusters Score -1331316 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1331708.250000 Penalty: 3074.148193
	Iteration 9Q: 3 clusters Score -1331708 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1332043.625000 Penalty: 3074.148193
	Iteration 10Q: 3 clusters Score -1332044 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1332337.625000 Penalty: 3074.148193
	Iteration 11Q: 3 clusters Score -1332338 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1332610.875000 Penalty: 3074.148193
	Iteration 12Q: 3 clusters Score -1332611 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1332850.125000 Penalty: 3074.148193
	Iteration 13Q: 3 clusters Score -1332850 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1333034.375000 Penalty: 3074.148193
	Iteration 14Q: 3 clusters Score -1333034 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1333194.500000 Penalty: 3074.148193
	Iteration 15Q: 3 clusters Score -1333194 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1333369.375000 Penalty: 3074.148193
	Iteration 16Q: 3 clusters Score -1333369 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1333549.250000 Penalty: 3074.148193
	Iteration 17Q: 3 clusters Score -1333549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1333696.375000 Penalty: 3074.148193
	Iteration 18Q: 3 clusters Score -1333696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1333835.750000 Penalty: 3074.148193
	Iteration 19Q: 3 clusters Score -1333836 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1333997.000000 Penalty: 3074.148193
	Iteration 20F: 3 clusters Score -1333997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1334142.750000 Penalty: 3074.148193
	Iteration 21Q: 3 clusters Score -1334143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1334215.875000 Penalty: 3074.148193
	Iteration 22Q: 3 clusters Score -1334216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1334264.125000 Penalty: 3074.148193
	Iteration 23Q: 3 clusters Score -1334264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1334297.750000 Penalty: 3074.148193
	Iteration 24Q: 3 clusters Score -1334298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1334318.625000 Penalty: 3074.148193
	Iteration 25Q: 3 clusters Score -1334319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1334333.000000 Penalty: 3074.148193
	Iteration 26Q: 3 clusters Score -1334333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1334343.875000 Penalty: 3074.148193
	Iteration 27Q: 3 clusters Score -1334344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1334353.750000 Penalty: 3074.148193
	Iteration 28Q: 3 clusters Score -1334354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1334363.375000 Penalty: 3074.148193
	Iteration 29Q: 3 clusters Score -1334363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1334371.500000 Penalty: 3074.148193
	Iteration 30Q: 3 clusters Score -1334372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1334375.375000 Penalty: 3074.148193
	Iteration 31Q: 3 clusters Score -1334375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1334384.000000 Penalty: 3074.148193
	Iteration 32Q: 3 clusters Score -1334384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1334384.625000 Penalty: 3074.148193
	Iteration 33Q: 3 clusters Score -1334385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1334385.750000 Penalty: 3074.148193
	Iteration 34Q: 3 clusters Score -1334386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1334387.750000 Penalty: 3074.148193
	Iteration 35Q: 3 clusters Score -1334388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1334387.250000 Penalty: 3074.148193
	Iteration 36Q: 3 clusters Score -1334387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1334388.875000 Penalty: 3074.148193
	Iteration 37Q: 3 clusters Score -1334389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1334387.500000 Penalty: 3074.148193
	Iteration 38Q: 3 clusters Score -1334388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1334387.500000 Penalty: 3074.148193
	Iteration 39F: 3 clusters Score -1334388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (160098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Entering Unmasked Estep 
Score: -17186864.000000 Penalty: 1947.325439
	Iteration 0F: 2 clusters Score -1.718686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -17082634.000000 Penalty: 3894.650879
	Iteration 0F: 3 clusters Score -1.708263e+07 nChanged 77386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -17127736.000000 Penalty: 3894.650879
	Iteration 1F: 3 clusters Score -1.712774e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -17128556.000000 Penalty: 3894.650879
	Iteration 2Q: 3 clusters Score -1.712856e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -17129452.000000 Penalty: 3894.650879
	Iteration 3Q: 3 clusters Score -1.712945e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -17130616.000000 Penalty: 3894.650879
	Iteration 4Q: 3 clusters Score -1.713062e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -17132358.000000 Penalty: 3894.650879
	Iteration 5Q: 3 clusters Score -1.713236e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -17134988.000000 Penalty: 3894.650879
	Iteration 6Q: 3 clusters Score -1.713499e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -17138920.000000 Penalty: 3894.650879
	Iteration 7Q: 3 clusters Score -1.713892e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -17144982.000000 Penalty: 3894.650879
	Iteration 8F: 3 clusters Score -1.714498e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -17152454.000000 Penalty: 3894.650879
	Iteration 9F: 3 clusters Score -1.715245e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -17159648.000000 Penalty: 3894.650879
	Iteration 10F: 3 clusters Score -1.715965e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -17163758.000000 Penalty: 3894.650879
	Iteration 11F: 3 clusters Score -1.716376e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -17165274.000000 Penalty: 3894.650879
	Iteration 12Q: 3 clusters Score -1.716527e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -17165838.000000 Penalty: 3894.650879
	Iteration 13Q: 3 clusters Score -1.716584e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -17166258.000000 Penalty: 3894.650879
	Iteration 14Q: 3 clusters Score -1.716626e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -17166714.000000 Penalty: 3894.650879
	Iteration 15Q: 3 clusters Score -1.716671e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -17167188.000000 Penalty: 3894.650879
	Iteration 16Q: 3 clusters Score -1.716719e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 102850 members 
Entering Unmasked Estep 
Score: -17167422.000000 Penalty: 3894.650879
	Iteration 17Q: 3 clusters Score -1.716742e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -17167788.000000 Penalty: 3894.650879
	Iteration 18Q: 3 clusters Score -1.716779e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -17168130.000000 Penalty: 3894.650879
	Iteration 19Q: 3 clusters Score -1.716813e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -17168510.000000 Penalty: 3894.650879
	Iteration 20F: 3 clusters Score -1.716851e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -17168966.000000 Penalty: 3894.650879
	Iteration 21Q: 3 clusters Score -1.716897e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -17169318.000000 Penalty: 3894.650879
	Iteration 22Q: 3 clusters Score -1.716932e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -17169796.000000 Penalty: 3894.650879
	Iteration 23Q: 3 clusters Score -1.71698e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -17170276.000000 Penalty: 3894.650879
	Iteration 24Q: 3 clusters Score -1.717028e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -17170614.000000 Penalty: 3894.650879
	Iteration 25Q: 3 clusters Score -1.717061e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -17171124.000000 Penalty: 3894.650879
	Iteration 26Q: 3 clusters Score -1.717112e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -17171546.000000 Penalty: 3894.650879
	Iteration 27Q: 3 clusters Score -1.717155e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -17171988.000000 Penalty: 3894.650879
	Iteration 28Q: 3 clusters Score -1.717199e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -17172474.000000 Penalty: 3894.650879
	Iteration 29Q: 3 clusters Score -1.717247e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -17172930.000000 Penalty: 3894.650879
	Iteration 30Q: 3 clusters Score -1.717293e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -17173514.000000 Penalty: 3894.650879
	Iteration 31Q: 3 clusters Score -1.717351e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -17174052.000000 Penalty: 3894.650879
	Iteration 32Q: 3 clusters Score -1.717405e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -17174512.000000 Penalty: 3894.650879
	Iteration 33Q: 3 clusters Score -1.717451e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -17175030.000000 Penalty: 3894.650879
	Iteration 34Q: 3 clusters Score -1.717503e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -17175492.000000 Penalty: 3894.650879
	Iteration 35Q: 3 clusters Score -1.717549e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 129164 members 
Entering Unmasked Estep 
Score: -17176136.000000 Penalty: 3894.650879
	Iteration 36Q: 3 clusters Score -1.717614e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 130981 members 
Entering Unmasked Estep 
Score: -17176646.000000 Penalty: 3894.650879
	Iteration 37Q: 3 clusters Score -1.717665e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 132786 members 
Entering Unmasked Estep 
Score: -17177266.000000 Penalty: 3894.650879
	Iteration 38Q: 3 clusters Score -1.717727e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -17177874.000000 Penalty: 3894.650879
	Iteration 39Q: 3 clusters Score -1.717787e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 136412 members 
Entering Unmasked Estep 
Score: -17178486.000000 Penalty: 3894.650879
	Iteration 40F: 3 clusters Score -1.717849e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 138288 members 
Entering Unmasked Estep 
Score: -17179098.000000 Penalty: 3894.650879
	Iteration 41Q: 3 clusters Score -1.71791e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -17179744.000000 Penalty: 3894.650879
	Iteration 42Q: 3 clusters Score -1.717974e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -17180316.000000 Penalty: 3894.650879
	Iteration 43Q: 3 clusters Score -1.718032e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 143517 members 
Entering Unmasked Estep 
Score: -17180868.000000 Penalty: 3894.650879
	Iteration 44Q: 3 clusters Score -1.718087e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -17181184.000000 Penalty: 3894.650879
	Iteration 45Q: 3 clusters Score -1.718118e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 146319 members 
Entering Unmasked Estep 
Score: -17181726.000000 Penalty: 3894.650879
	Iteration 46Q: 3 clusters Score -1.718173e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 147606 members 
Entering Unmasked Estep 
Score: -17182212.000000 Penalty: 3894.650879
	Iteration 47Q: 3 clusters Score -1.718221e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -17182546.000000 Penalty: 3894.650879
	Iteration 48Q: 3 clusters Score -1.718255e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 149924 members 
Entering Unmasked Estep 
Score: -17182940.000000 Penalty: 3894.650879
	Iteration 49Q: 3 clusters Score -1.718294e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 150995 members 
Entering Unmasked Estep 
Score: -17183210.000000 Penalty: 3894.650879
	Iteration 50Q: 3 clusters Score -1.718321e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -17183444.000000 Penalty: 3894.650879
	Iteration 51Q: 3 clusters Score -1.718344e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 152764 members 
Entering Unmasked Estep 
Score: -17183666.000000 Penalty: 3894.650879
	Iteration 52Q: 3 clusters Score -1.718367e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -17183910.000000 Penalty: 3894.650879
	Iteration 53Q: 3 clusters Score -1.718391e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -17184104.000000 Penalty: 3894.650879
	Iteration 54Q: 3 clusters Score -1.71841e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -17184270.000000 Penalty: 3894.650879
	Iteration 55Q: 3 clusters Score -1.718427e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -17184410.000000 Penalty: 3894.650879
	Iteration 56Q: 3 clusters Score -1.718441e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 155638 members 
Entering Unmasked Estep 
Score: -17184512.000000 Penalty: 3894.650879
	Iteration 57Q: 3 clusters Score -1.718451e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -17184646.000000 Penalty: 3894.650879
	Iteration 58Q: 3 clusters Score -1.718465e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -17184692.000000 Penalty: 3894.650879
	Iteration 59Q: 3 clusters Score -1.718469e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 156704 members 
Entering Unmasked Estep 
Score: -17184804.000000 Penalty: 3894.650879
	Iteration 60F: 3 clusters Score -1.71848e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -17184916.000000 Penalty: 3894.650879
	Iteration 61Q: 3 clusters Score -1.718492e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -17185010.000000 Penalty: 3894.650879
	Iteration 62Q: 3 clusters Score -1.718501e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -17185064.000000 Penalty: 3894.650879
	Iteration 63Q: 3 clusters Score -1.718506e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -17185136.000000 Penalty: 3894.650879
	Iteration 64Q: 3 clusters Score -1.718514e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 157892 members 
Entering Unmasked Estep 
Score: -17185176.000000 Penalty: 3894.650879
	Iteration 65Q: 3 clusters Score -1.718518e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -17185182.000000 Penalty: 3894.650879
	Iteration 66Q: 3 clusters Score -1.718518e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 158109 members 
Entering Unmasked Estep 
Score: -17185212.000000 Penalty: 3894.650879
	Iteration 67Q: 3 clusters Score -1.718521e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -17185236.000000 Penalty: 3894.650879
	Iteration 68Q: 3 clusters Score -1.718524e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 158283 members 
Entering Unmasked Estep 
Score: -17185264.000000 Penalty: 3894.650879
	Iteration 69Q: 3 clusters Score -1.718526e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 158353 members 
Entering Unmasked Estep 
Score: -17185264.000000 Penalty: 3894.650879
	Iteration 70Q: 3 clusters Score -1.718526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -17185282.000000 Penalty: 3894.650879
	Iteration 71Q: 3 clusters Score -1.718528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -17185308.000000 Penalty: 3894.650879
	Iteration 72Q: 3 clusters Score -1.718531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 158530 members 
Entering Unmasked Estep 
Score: -17185310.000000 Penalty: 3894.650879
	Iteration 73Q: 3 clusters Score -1.718531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 158565 members 
Entering Unmasked Estep 
Score: -17185314.000000 Penalty: 3894.650879
	Iteration 74Q: 3 clusters Score -1.718531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 158589 members 
Entering Unmasked Estep 
Score: -17185302.000000 Penalty: 3894.650879
	Iteration 75Q: 3 clusters Score -1.71853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -17185306.000000 Penalty: 3894.650879
	Iteration 76Q: 3 clusters Score -1.718531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -17185328.000000 Penalty: 3894.650879
	Iteration 77Q: 3 clusters Score -1.718533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -17185326.000000 Penalty: 3894.650879
	Iteration 78Q: 3 clusters Score -1.718533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 158684 members 
Entering Unmasked Estep 
Score: -17185340.000000 Penalty: 3894.650879
	Iteration 79Q: 3 clusters Score -1.718534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -17185358.000000 Penalty: 3894.650879
	Iteration 80F: 3 clusters Score -1.718536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -17185364.000000 Penalty: 3894.650879
	Iteration 81Q: 3 clusters Score -1.718536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 158767 members 
Entering Unmasked Estep 
Score: -17185374.000000 Penalty: 3894.650879
	Iteration 82Q: 3 clusters Score -1.718537e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -17185378.000000 Penalty: 3894.650879
	Iteration 83Q: 3 clusters Score -1.718538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -17185380.000000 Penalty: 3894.650879
	Iteration 84Q: 3 clusters Score -1.718538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -17185400.000000 Penalty: 3894.650879
	Iteration 85Q: 3 clusters Score -1.71854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -17185380.000000 Penalty: 3894.650879
	Iteration 86Q: 3 clusters Score -1.718538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 158854 members 
Entering Unmasked Estep 
Score: -17185386.000000 Penalty: 3894.650879
	Iteration 87Q: 3 clusters Score -1.718539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -17185378.000000 Penalty: 3894.650879
	Iteration 88Q: 3 clusters Score -1.718538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -17185390.000000 Penalty: 3894.650879
	Iteration 89Q: 3 clusters Score -1.718539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -17185402.000000 Penalty: 3894.650879
	Iteration 90Q: 3 clusters Score -1.71854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -17185398.000000 Penalty: 3894.650879
	Iteration 91Q: 3 clusters Score -1.71854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -17185392.000000 Penalty: 3894.650879
	Iteration 92Q: 3 clusters Score -1.718539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -17185406.000000 Penalty: 3894.650879
	Iteration 93Q: 3 clusters Score -1.718541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -17185406.000000 Penalty: 3894.650879
	Iteration 94Q: 3 clusters Score -1.718541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -17185412.000000 Penalty: 3894.650879
	Iteration 95Q: 3 clusters Score -1.718541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -17185408.000000 Penalty: 3894.650879
	Iteration 96Q: 3 clusters Score -1.718541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -17185400.000000 Penalty: 3894.650879
	Iteration 97Q: 3 clusters Score -1.71854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -17185406.000000 Penalty: 3894.650879
	Iteration 98Q: 3 clusters Score -1.718541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -17185406.000000 Penalty: 3894.650879
	Iteration 99Q: 3 clusters Score -1.718541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -17185406.000000 Penalty: 3894.650879
	Iteration 100F: 3 clusters Score -1.718541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Entering Unmasked Estep 
Score: -2146749.750000 Penalty: 1611.343384
	Iteration 0F: 2 clusters Score -2146750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2132987.000000 Penalty: 3222.686768
	Iteration 0F: 3 clusters Score -2132987 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2138120.250000 Penalty: 3222.686768
	Iteration 1F: 3 clusters Score -2138120 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2138558.000000 Penalty: 3222.686768
	Iteration 2F: 3 clusters Score -2138558 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2138932.750000 Penalty: 3222.686768
	Iteration 3Q: 3 clusters Score -2138933 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2139244.250000 Penalty: 3222.686768
	Iteration 4Q: 3 clusters Score -2139244 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2139496.750000 Penalty: 3222.686768
	Iteration 5Q: 3 clusters Score -2139497 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2139686.500000 Penalty: 3222.686768
	Iteration 6Q: 3 clusters Score -2139686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2139863.000000 Penalty: 3222.686768
	Iteration 7Q: 3 clusters Score -2139863 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2140046.750000 Penalty: 3222.686768
	Iteration 8Q: 3 clusters Score -2140047 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2140192.750000 Penalty: 3222.686768
	Iteration 9Q: 3 clusters Score -2140193 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2140375.250000 Penalty: 3222.686768
	Iteration 10Q: 3 clusters Score -2140375 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2140585.750000 Penalty: 3222.686768
	Iteration 11Q: 3 clusters Score -2140586 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2140842.250000 Penalty: 3222.686768
	Iteration 12Q: 3 clusters Score -2140842 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2141202.000000 Penalty: 3222.686768
	Iteration 13Q: 3 clusters Score -2141202 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2141697.750000 Penalty: 3222.686768
	Iteration 14Q: 3 clusters Score -2141698 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2142366.250000 Penalty: 3222.686768
	Iteration 15Q: 3 clusters Score -2142366 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2143081.250000 Penalty: 3222.686768
	Iteration 16Q: 3 clusters Score -2143081 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2143797.250000 Penalty: 3222.686768
	Iteration 17Q: 3 clusters Score -2143797 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2144344.750000 Penalty: 3222.686768
	Iteration 18Q: 3 clusters Score -2144345 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2144753.500000 Penalty: 3222.686768
	Iteration 19Q: 3 clusters Score -2144754 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2145036.250000 Penalty: 3222.686768
	Iteration 20F: 3 clusters Score -2145036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2145268.500000 Penalty: 3222.686768
	Iteration 21Q: 3 clusters Score -2145268 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2145428.250000 Penalty: 3222.686768
	Iteration 22Q: 3 clusters Score -2145428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2145522.000000 Penalty: 3222.686768
	Iteration 23Q: 3 clusters Score -2145522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2145575.250000 Penalty: 3222.686768
	Iteration 24Q: 3 clusters Score -2145575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2145618.250000 Penalty: 3222.686768
	Iteration 25Q: 3 clusters Score -2145618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2145639.500000 Penalty: 3222.686768
	Iteration 26Q: 3 clusters Score -2145640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2145655.500000 Penalty: 3222.686768
	Iteration 27Q: 3 clusters Score -2145656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2145663.000000 Penalty: 3222.686768
	Iteration 28Q: 3 clusters Score -2145663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2145673.250000 Penalty: 3222.686768
	Iteration 29Q: 3 clusters Score -2145673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2145675.500000 Penalty: 3222.686768
	Iteration 30Q: 3 clusters Score -2145676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2145677.500000 Penalty: 3222.686768
	Iteration 31Q: 3 clusters Score -2145678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2145681.000000 Penalty: 3222.686768
	Iteration 32Q: 3 clusters Score -2145681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2145683.500000 Penalty: 3222.686768
	Iteration 33Q: 3 clusters Score -2145684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2145689.250000 Penalty: 3222.686768
	Iteration 34Q: 3 clusters Score -2145689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2145690.250000 Penalty: 3222.686768
	Iteration 35Q: 3 clusters Score -2145690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2145690.500000 Penalty: 3222.686768
	Iteration 36Q: 3 clusters Score -2145690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2145690.750000 Penalty: 3222.686768
	Iteration 37Q: 3 clusters Score -2145691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2145690.750000 Penalty: 3222.686768
	Iteration 38F: 3 clusters Score -2145691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Entering Unmasked Estep 
Score: -6216873.000000 Penalty: 1786.574219
	Iteration 0F: 2 clusters Score -6216873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6177157.000000 Penalty: 3573.148438
	Iteration 0F: 3 clusters Score -6177157 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6193060.500000 Penalty: 3573.148438
	Iteration 1F: 3 clusters Score -6193060 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -6193681.000000 Penalty: 3573.148438
	Iteration 2Q: 3 clusters Score -6193681 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6194675.000000 Penalty: 3573.148438
	Iteration 3Q: 3 clusters Score -6194675 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -6196094.500000 Penalty: 3573.148438
	Iteration 4F: 3 clusters Score -6196094 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -6198370.500000 Penalty: 3573.148438
	Iteration 5F: 3 clusters Score -6198370 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -6201599.000000 Penalty: 3573.148438
	Iteration 6F: 3 clusters Score -6201599 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -6205812.000000 Penalty: 3573.148438
	Iteration 7F: 3 clusters Score -6205812 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -6209967.500000 Penalty: 3573.148438
	Iteration 8F: 3 clusters Score -6209968 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6212925.500000 Penalty: 3573.148438
	Iteration 9F: 3 clusters Score -6212926 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -6214466.500000 Penalty: 3573.148438
	Iteration 10Q: 3 clusters Score -6214466 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -6214966.000000 Penalty: 3573.148438
	Iteration 11Q: 3 clusters Score -6214966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -6215131.000000 Penalty: 3573.148438
	Iteration 12Q: 3 clusters Score -6215131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -6215204.500000 Penalty: 3573.148438
	Iteration 13Q: 3 clusters Score -6215204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -6215229.000000 Penalty: 3573.148438
	Iteration 14Q: 3 clusters Score -6215229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -6215254.500000 Penalty: 3573.148438
	Iteration 15Q: 3 clusters Score -6215254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -6215273.000000 Penalty: 3573.148438
	Iteration 16Q: 3 clusters Score -6215273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -6215291.000000 Penalty: 3573.148438
	Iteration 17Q: 3 clusters Score -6215291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -6215298.500000 Penalty: 3573.148438
	Iteration 18Q: 3 clusters Score -6215298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6215305.500000 Penalty: 3573.148438
	Iteration 19Q: 3 clusters Score -6215306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -6215310.000000 Penalty: 3573.148438
	Iteration 20F: 3 clusters Score -6215310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -6215314.000000 Penalty: 3573.148438
	Iteration 21Q: 3 clusters Score -6215314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -6215315.500000 Penalty: 3573.148438
	Iteration 22Q: 3 clusters Score -6215316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -6215314.500000 Penalty: 3573.148438
	Iteration 23Q: 3 clusters Score -6215314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -6215314.500000 Penalty: 3573.148438
	Iteration 24F: 3 clusters Score -6215314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Entering Unmasked Estep 
Score: -1361072.125000 Penalty: 1538.939087
	Iteration 0F: 2 clusters Score -1361072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1352059.000000 Penalty: 3077.878174
	Iteration 0F: 3 clusters Score -1352059 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1355186.125000 Penalty: 3077.878174
	Iteration 1F: 3 clusters Score -1355186 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1355643.125000 Penalty: 3077.878174
	Iteration 2F: 3 clusters Score -1355643 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1356069.125000 Penalty: 3077.878174
	Iteration 3F: 3 clusters Score -1356069 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1356487.750000 Penalty: 3077.878174
	Iteration 4F: 3 clusters Score -1356488 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1356915.125000 Penalty: 3077.878174
	Iteration 5F: 3 clusters Score -1356915 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1357313.000000 Penalty: 3077.878174
	Iteration 6Q: 3 clusters Score -1357313 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1357692.750000 Penalty: 3077.878174
	Iteration 7Q: 3 clusters Score -1357693 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1358016.625000 Penalty: 3077.878174
	Iteration 8Q: 3 clusters Score -1358017 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1358297.750000 Penalty: 3077.878174
	Iteration 9Q: 3 clusters Score -1358298 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1358531.375000 Penalty: 3077.878174
	Iteration 10Q: 3 clusters Score -1358531 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1358724.125000 Penalty: 3077.878174
	Iteration 11Q: 3 clusters Score -1358724 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1358827.875000 Penalty: 3077.878174
	Iteration 12Q: 3 clusters Score -1358828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1358930.875000 Penalty: 3077.878174
	Iteration 13Q: 3 clusters Score -1358931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1359012.500000 Penalty: 3077.878174
	Iteration 14Q: 3 clusters Score -1359012 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1359072.750000 Penalty: 3077.878174
	Iteration 15Q: 3 clusters Score -1359073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1359129.750000 Penalty: 3077.878174
	Iteration 16Q: 3 clusters Score -1359130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1359180.375000 Penalty: 3077.878174
	Iteration 17Q: 3 clusters Score -1359180 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1359237.000000 Penalty: 3077.878174
	Iteration 18Q: 3 clusters Score -1359237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1359275.750000 Penalty: 3077.878174
	Iteration 19Q: 3 clusters Score -1359276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1359309.250000 Penalty: 3077.878174
	Iteration 20F: 3 clusters Score -1359309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1359346.500000 Penalty: 3077.878174
	Iteration 21Q: 3 clusters Score -1359346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1359381.625000 Penalty: 3077.878174
	Iteration 22Q: 3 clusters Score -1359382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1359412.875000 Penalty: 3077.878174
	Iteration 23Q: 3 clusters Score -1359413 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1359436.625000 Penalty: 3077.878174
	Iteration 24Q: 3 clusters Score -1359437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1359460.500000 Penalty: 3077.878174
	Iteration 25Q: 3 clusters Score -1359460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1359492.000000 Penalty: 3077.878174
	Iteration 26Q: 3 clusters Score -1359492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1359517.125000 Penalty: 3077.878174
	Iteration 27Q: 3 clusters Score -1359517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1359532.250000 Penalty: 3077.878174
	Iteration 28Q: 3 clusters Score -1359532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1359550.625000 Penalty: 3077.878174
	Iteration 29Q: 3 clusters Score -1359551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1359571.500000 Penalty: 3077.878174
	Iteration 30Q: 3 clusters Score -1359572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1359591.375000 Penalty: 3077.878174
	Iteration 31Q: 3 clusters Score -1359591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1359610.125000 Penalty: 3077.878174
	Iteration 32Q: 3 clusters Score -1359610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1359629.125000 Penalty: 3077.878174
	Iteration 33Q: 3 clusters Score -1359629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1359644.000000 Penalty: 3077.878174
	Iteration 34Q: 3 clusters Score -1359644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1359660.750000 Penalty: 3077.878174
	Iteration 35Q: 3 clusters Score -1359661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1359677.250000 Penalty: 3077.878174
	Iteration 36Q: 3 clusters Score -1359677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1359692.000000 Penalty: 3077.878174
	Iteration 37Q: 3 clusters Score -1359692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1359714.625000 Penalty: 3077.878174
	Iteration 38Q: 3 clusters Score -1359715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1359724.250000 Penalty: 3077.878174
	Iteration 39Q: 3 clusters Score -1359724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1359739.000000 Penalty: 3077.878174
	Iteration 40F: 3 clusters Score -1359739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1359755.625000 Penalty: 3077.878174
	Iteration 41Q: 3 clusters Score -1359756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1359769.250000 Penalty: 3077.878174
	Iteration 42Q: 3 clusters Score -1359769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1359781.500000 Penalty: 3077.878174
	Iteration 43Q: 3 clusters Score -1359782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1359785.125000 Penalty: 3077.878174
	Iteration 44Q: 3 clusters Score -1359785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1359791.500000 Penalty: 3077.878174
	Iteration 45Q: 3 clusters Score -1359792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1359799.125000 Penalty: 3077.878174
	Iteration 46Q: 3 clusters Score -1359799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1359807.125000 Penalty: 3077.878174
	Iteration 47Q: 3 clusters Score -1359807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1359809.875000 Penalty: 3077.878174
	Iteration 48Q: 3 clusters Score -1359810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1359809.125000 Penalty: 3077.878174
	Iteration 49Q: 3 clusters Score -1359809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1359808.250000 Penalty: 3077.878174
	Iteration 50Q: 3 clusters Score -1359808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1359810.625000 Penalty: 3077.878174
	Iteration 51Q: 3 clusters Score -1359811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1359814.500000 Penalty: 3077.878174
	Iteration 52Q: 3 clusters Score -1359814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1359812.750000 Penalty: 3077.878174
	Iteration 53Q: 3 clusters Score -1359813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1359818.625000 Penalty: 3077.878174
	Iteration 54Q: 3 clusters Score -1359819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1359820.875000 Penalty: 3077.878174
	Iteration 55Q: 3 clusters Score -1359821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1359823.250000 Penalty: 3077.878174
	Iteration 56Q: 3 clusters Score -1359823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1359825.375000 Penalty: 3077.878174
	Iteration 57Q: 3 clusters Score -1359825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1359826.500000 Penalty: 3077.878174
	Iteration 58Q: 3 clusters Score -1359826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1359830.125000 Penalty: 3077.878174
	Iteration 59Q: 3 clusters Score -1359830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1359830.750000 Penalty: 3077.878174
	Iteration 60F: 3 clusters Score -1359831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1359834.375000 Penalty: 3077.878174
	Iteration 61Q: 3 clusters Score -1359834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1359835.625000 Penalty: 3077.878174
	Iteration 62Q: 3 clusters Score -1359836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1359838.625000 Penalty: 3077.878174
	Iteration 63Q: 3 clusters Score -1359839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1359837.750000 Penalty: 3077.878174
	Iteration 64Q: 3 clusters Score -1359838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1359837.750000 Penalty: 3077.878174
	Iteration 65F: 3 clusters Score -1359838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -22005.955078 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -22005.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21301.150391 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -21301.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21890.447266 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -21890.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22182.683594 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -22182.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22319.085938 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -22319.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22351.599609 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -22351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22443.093750 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -22443.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22449.265625 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -22449.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22457.654297 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -22457.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22461.437500 Penalty: 1840.462158
	Iteration 8F: 3 clusters Score -22461.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22469.015625 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -22469.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22469.015625 Penalty: 1840.462158
	Iteration 10F: 3 clusters Score -22469.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 160098 members 
Mstep: Class 4 contains 20251 members 
Mstep: Class 5 contains 59534 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 110 members 
Mstep: Class 8 contains 169991 members 
Mstep: Class 9 contains 5186 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 23853 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 23904 members 
Mstep: Class 15 contains 77784 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 19 contains 32822 members 
Entering Unmasked Estep 
Score: -84463224.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84463872.000000 to -84463224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (169991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Entering Unmasked Estep 
Score: -18130310.000000 Penalty: 1957.068848
	Iteration 0F: 2 clusters Score -1.813031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -18020302.000000 Penalty: 3914.137695
	Iteration 0F: 3 clusters Score -1.80203e+07 nChanged 82014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -18068538.000000 Penalty: 3914.137695
	Iteration 1F: 3 clusters Score -1.806854e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -18069700.000000 Penalty: 3914.137695
	Iteration 2Q: 3 clusters Score -1.80697e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -18071402.000000 Penalty: 3914.137695
	Iteration 3Q: 3 clusters Score -1.80714e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -18073886.000000 Penalty: 3914.137695
	Iteration 4Q: 3 clusters Score -1.807389e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -18077384.000000 Penalty: 3914.137695
	Iteration 5Q: 3 clusters Score -1.807738e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -18082222.000000 Penalty: 3914.137695
	Iteration 6F: 3 clusters Score -1.808222e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -18089092.000000 Penalty: 3914.137695
	Iteration 7F: 3 clusters Score -1.808909e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -18097596.000000 Penalty: 3914.137695
	Iteration 8F: 3 clusters Score -1.80976e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -18106274.000000 Penalty: 3914.137695
	Iteration 9F: 3 clusters Score -1.810627e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 110019 members 
Entering Unmasked Estep 
Score: -18112176.000000 Penalty: 3914.137695
	Iteration 10F: 3 clusters Score -1.811218e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 112886 members 
Entering Unmasked Estep 
Score: -18115264.000000 Penalty: 3914.137695
	Iteration 11Q: 3 clusters Score -1.811526e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -18116912.000000 Penalty: 3914.137695
	Iteration 12Q: 3 clusters Score -1.811691e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -18117778.000000 Penalty: 3914.137695
	Iteration 13Q: 3 clusters Score -1.811778e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -18118314.000000 Penalty: 3914.137695
	Iteration 14Q: 3 clusters Score -1.811831e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -18118892.000000 Penalty: 3914.137695
	Iteration 15Q: 3 clusters Score -1.811889e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -18119422.000000 Penalty: 3914.137695
	Iteration 16Q: 3 clusters Score -1.811942e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -18119864.000000 Penalty: 3914.137695
	Iteration 17Q: 3 clusters Score -1.811986e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -18120352.000000 Penalty: 3914.137695
	Iteration 18Q: 3 clusters Score -1.812035e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 128343 members 
Entering Unmasked Estep 
Score: -18120800.000000 Penalty: 3914.137695
	Iteration 19Q: 3 clusters Score -1.81208e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 130387 members 
Entering Unmasked Estep 
Score: -18121468.000000 Penalty: 3914.137695
	Iteration 20F: 3 clusters Score -1.812147e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -18122092.000000 Penalty: 3914.137695
	Iteration 21Q: 3 clusters Score -1.812209e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -18122970.000000 Penalty: 3914.137695
	Iteration 22Q: 3 clusters Score -1.812297e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 137012 members 
Entering Unmasked Estep 
Score: -18123856.000000 Penalty: 3914.137695
	Iteration 23Q: 3 clusters Score -1.812386e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 139354 members 
Entering Unmasked Estep 
Score: -18124770.000000 Penalty: 3914.137695
	Iteration 24Q: 3 clusters Score -1.812477e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -18125714.000000 Penalty: 3914.137695
	Iteration 25Q: 3 clusters Score -1.812571e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -18126560.000000 Penalty: 3914.137695
	Iteration 26Q: 3 clusters Score -1.812656e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -18127270.000000 Penalty: 3914.137695
	Iteration 27Q: 3 clusters Score -1.812727e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -18128030.000000 Penalty: 3914.137695
	Iteration 28Q: 3 clusters Score -1.812803e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -18128462.000000 Penalty: 3914.137695
	Iteration 29Q: 3 clusters Score -1.812846e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 152226 members 
Entering Unmasked Estep 
Score: -18128742.000000 Penalty: 3914.137695
	Iteration 30Q: 3 clusters Score -1.812874e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -18129046.000000 Penalty: 3914.137695
	Iteration 31Q: 3 clusters Score -1.812905e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 156158 members 
Entering Unmasked Estep 
Score: -18129290.000000 Penalty: 3914.137695
	Iteration 32Q: 3 clusters Score -1.812929e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -18129414.000000 Penalty: 3914.137695
	Iteration 33Q: 3 clusters Score -1.812941e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -18129476.000000 Penalty: 3914.137695
	Iteration 34Q: 3 clusters Score -1.812948e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -18129504.000000 Penalty: 3914.137695
	Iteration 35Q: 3 clusters Score -1.81295e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -18129664.000000 Penalty: 3914.137695
	Iteration 36Q: 3 clusters Score -1.812966e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -18129640.000000 Penalty: 3914.137695
	Iteration 37Q: 3 clusters Score -1.812964e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 164898 members 
Entering Unmasked Estep 
Score: -18129694.000000 Penalty: 3914.137695
	Iteration 38Q: 3 clusters Score -1.812969e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -18129826.000000 Penalty: 3914.137695
	Iteration 39Q: 3 clusters Score -1.812983e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 166425 members 
Entering Unmasked Estep 
Score: -18129878.000000 Penalty: 3914.137695
	Iteration 40F: 3 clusters Score -1.812988e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 166975 members 
Entering Unmasked Estep 
Score: -18129834.000000 Penalty: 3914.137695
	Iteration 41Q: 3 clusters Score -1.812983e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -18129770.000000 Penalty: 3914.137695
	Iteration 42Q: 3 clusters Score -1.812977e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -18129714.000000 Penalty: 3914.137695
	Iteration 43Q: 3 clusters Score -1.812971e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 167972 members 
Entering Unmasked Estep 
Score: -18129670.000000 Penalty: 3914.137695
	Iteration 44Q: 3 clusters Score -1.812967e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -18129652.000000 Penalty: 3914.137695
	Iteration 45Q: 3 clusters Score -1.812965e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -18129620.000000 Penalty: 3914.137695
	Iteration 46Q: 3 clusters Score -1.812962e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -18129570.000000 Penalty: 3914.137695
	Iteration 47Q: 3 clusters Score -1.812957e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -18129554.000000 Penalty: 3914.137695
	Iteration 48Q: 3 clusters Score -1.812955e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -18129520.000000 Penalty: 3914.137695
	Iteration 49Q: 3 clusters Score -1.812952e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -18129536.000000 Penalty: 3914.137695
	Iteration 50Q: 3 clusters Score -1.812954e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -18129522.000000 Penalty: 3914.137695
	Iteration 51Q: 3 clusters Score -1.812952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -18129522.000000 Penalty: 3914.137695
	Iteration 52Q: 3 clusters Score -1.812952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -18129512.000000 Penalty: 3914.137695
	Iteration 53Q: 3 clusters Score -1.812951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 168789 members 
Entering Unmasked Estep 
Score: -18129492.000000 Penalty: 3914.137695
	Iteration 54Q: 3 clusters Score -1.812949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 168809 members 
Entering Unmasked Estep 
Score: -18129496.000000 Penalty: 3914.137695
	Iteration 55Q: 3 clusters Score -1.81295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -18129500.000000 Penalty: 3914.137695
	Iteration 56Q: 3 clusters Score -1.81295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -18129508.000000 Penalty: 3914.137695
	Iteration 57Q: 3 clusters Score -1.812951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -18129528.000000 Penalty: 3914.137695
	Iteration 58Q: 3 clusters Score -1.812953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -18129510.000000 Penalty: 3914.137695
	Iteration 59Q: 3 clusters Score -1.812951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -18129512.000000 Penalty: 3914.137695
	Iteration 60F: 3 clusters Score -1.812951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -18129502.000000 Penalty: 3914.137695
	Iteration 61Q: 3 clusters Score -1.81295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -18129496.000000 Penalty: 3914.137695
	Iteration 62Q: 3 clusters Score -1.81295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -18129486.000000 Penalty: 3914.137695
	Iteration 63Q: 3 clusters Score -1.812949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -18129492.000000 Penalty: 3914.137695
	Iteration 64Q: 3 clusters Score -1.812949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168884 members 
Entering Unmasked Estep 
Score: -18129492.000000 Penalty: 3914.137695
	Iteration 65Q: 3 clusters Score -1.812949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -18129492.000000 Penalty: 3914.137695
	Iteration 66Q: 3 clusters Score -1.812949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -18129486.000000 Penalty: 3914.137695
	Iteration 67Q: 3 clusters Score -1.812949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -18129476.000000 Penalty: 3914.137695
	Iteration 68Q: 3 clusters Score -1.812948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -18129478.000000 Penalty: 3914.137695
	Iteration 69Q: 3 clusters Score -1.812948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 168909 members 
Entering Unmasked Estep 
Score: -18129478.000000 Penalty: 3914.137695
	Iteration 70Q: 3 clusters Score -1.812948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -18129468.000000 Penalty: 3914.137695
	Iteration 71Q: 3 clusters Score -1.812947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -18129470.000000 Penalty: 3914.137695
	Iteration 72Q: 3 clusters Score -1.812947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -18129476.000000 Penalty: 3914.137695
	Iteration 73Q: 3 clusters Score -1.812948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -18129478.000000 Penalty: 3914.137695
	Iteration 74Q: 3 clusters Score -1.812948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -18129482.000000 Penalty: 3914.137695
	Iteration 75Q: 3 clusters Score -1.812948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -18129476.000000 Penalty: 3914.137695
	Iteration 76Q: 3 clusters Score -1.812948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -18129488.000000 Penalty: 3914.137695
	Iteration 77Q: 3 clusters Score -1.812949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -18129494.000000 Penalty: 3914.137695
	Iteration 78Q: 3 clusters Score -1.812949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 168943 members 
Entering Unmasked Estep 
Score: -18129488.000000 Penalty: 3914.137695
	Iteration 79Q: 3 clusters Score -1.812949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -18129490.000000 Penalty: 3914.137695
	Iteration 80F: 3 clusters Score -1.812949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 168956 members 
Entering Unmasked Estep 
Score: -18129488.000000 Penalty: 3914.137695
	Iteration 81Q: 3 clusters Score -1.812949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -18129502.000000 Penalty: 3914.137695
	Iteration 82Q: 3 clusters Score -1.81295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -18129484.000000 Penalty: 3914.137695
	Iteration 83Q: 3 clusters Score -1.812948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -18129486.000000 Penalty: 3914.137695
	Iteration 84Q: 3 clusters Score -1.812949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -18129490.000000 Penalty: 3914.137695
	Iteration 85Q: 3 clusters Score -1.812949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 168977 members 
Entering Unmasked Estep 
Score: -18129492.000000 Penalty: 3914.137695
	Iteration 86Q: 3 clusters Score -1.812949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 168978 members 
Entering Unmasked Estep 
Score: -18129482.000000 Penalty: 3914.137695
	Iteration 87Q: 3 clusters Score -1.812948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 168978 members 
Entering Unmasked Estep 
Score: -18129482.000000 Penalty: 3914.137695
	Iteration 88F: 3 clusters Score -1.812948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Entering Unmasked Estep 
Score: -527292.312500 Penalty: 1389.979126
	Iteration 0F: 2 clusters Score -527292.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -523186.781250 Penalty: 2779.958252
	Iteration 0F: 3 clusters Score -523186.8 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -524735.312500 Penalty: 2779.958252
	Iteration 1F: 3 clusters Score -524735.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -525493.062500 Penalty: 2779.958252
	Iteration 2F: 3 clusters Score -525493.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -526147.875000 Penalty: 2779.958252
	Iteration 3F: 3 clusters Score -526147.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -526558.625000 Penalty: 2779.958252
	Iteration 4F: 3 clusters Score -526558.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -526751.187500 Penalty: 2779.958252
	Iteration 5Q: 3 clusters Score -526751.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -526848.750000 Penalty: 2779.958252
	Iteration 6Q: 3 clusters Score -526848.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -526896.312500 Penalty: 2779.958252
	Iteration 7Q: 3 clusters Score -526896.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -526925.625000 Penalty: 2779.958252
	Iteration 8Q: 3 clusters Score -526925.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -526945.125000 Penalty: 2779.958252
	Iteration 9Q: 3 clusters Score -526945.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -526958.500000 Penalty: 2779.958252
	Iteration 10Q: 3 clusters Score -526958.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -526970.750000 Penalty: 2779.958252
	Iteration 11Q: 3 clusters Score -526970.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -526985.125000 Penalty: 2779.958252
	Iteration 12Q: 3 clusters Score -526985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -526994.062500 Penalty: 2779.958252
	Iteration 13Q: 3 clusters Score -526994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -526997.750000 Penalty: 2779.958252
	Iteration 14Q: 3 clusters Score -526997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -527001.000000 Penalty: 2779.958252
	Iteration 15Q: 3 clusters Score -527001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -527005.375000 Penalty: 2779.958252
	Iteration 16Q: 3 clusters Score -527005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -527009.375000 Penalty: 2779.958252
	Iteration 17Q: 3 clusters Score -527009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -527011.875000 Penalty: 2779.958252
	Iteration 18Q: 3 clusters Score -527011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -527013.937500 Penalty: 2779.958252
	Iteration 19Q: 3 clusters Score -527013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -527016.062500 Penalty: 2779.958252
	Iteration 20F: 3 clusters Score -527016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -527017.812500 Penalty: 2779.958252
	Iteration 21Q: 3 clusters Score -527017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -527017.812500 Penalty: 2779.958252
	Iteration 22F: 3 clusters Score -527017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Entering Unmasked Estep 
Score: -5078100.500000 Penalty: 1747.309814
	Iteration 0F: 2 clusters Score -5078100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5046809.000000 Penalty: 3494.619629
	Iteration 0F: 3 clusters Score -5046809 nChanged 21882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5059398.000000 Penalty: 3494.619629
	Iteration 1F: 3 clusters Score -5059398 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5060230.000000 Penalty: 3494.619629
	Iteration 2Q: 3 clusters Score -5060230 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5061339.000000 Penalty: 3494.619629
	Iteration 3F: 3 clusters Score -5061339 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -5062974.000000 Penalty: 3494.619629
	Iteration 4F: 3 clusters Score -5062974 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5065255.000000 Penalty: 3494.619629
	Iteration 5F: 3 clusters Score -5065255 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5068151.500000 Penalty: 3494.619629
	Iteration 6F: 3 clusters Score -5068152 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5070842.000000 Penalty: 3494.619629
	Iteration 7F: 3 clusters Score -5070842 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -5072200.000000 Penalty: 3494.619629
	Iteration 8F: 3 clusters Score -5072200 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5072675.000000 Penalty: 3494.619629
	Iteration 9Q: 3 clusters Score -5072675 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -5072866.500000 Penalty: 3494.619629
	Iteration 10Q: 3 clusters Score -5072866 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -5073061.000000 Penalty: 3494.619629
	Iteration 11Q: 3 clusters Score -5073061 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -5073231.500000 Penalty: 3494.619629
	Iteration 12Q: 3 clusters Score -5073232 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -5073350.500000 Penalty: 3494.619629
	Iteration 13Q: 3 clusters Score -5073350 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5073494.500000 Penalty: 3494.619629
	Iteration 14Q: 3 clusters Score -5073494 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5073617.000000 Penalty: 3494.619629
	Iteration 15Q: 3 clusters Score -5073617 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5073745.000000 Penalty: 3494.619629
	Iteration 16Q: 3 clusters Score -5073745 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -5073855.500000 Penalty: 3494.619629
	Iteration 17Q: 3 clusters Score -5073856 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5073986.000000 Penalty: 3494.619629
	Iteration 18Q: 3 clusters Score -5073986 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -5074093.500000 Penalty: 3494.619629
	Iteration 19Q: 3 clusters Score -5074094 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -5074235.000000 Penalty: 3494.619629
	Iteration 20F: 3 clusters Score -5074235 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5074372.000000 Penalty: 3494.619629
	Iteration 21Q: 3 clusters Score -5074372 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5074517.500000 Penalty: 3494.619629
	Iteration 22Q: 3 clusters Score -5074518 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5074651.000000 Penalty: 3494.619629
	Iteration 23Q: 3 clusters Score -5074651 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5074755.500000 Penalty: 3494.619629
	Iteration 24Q: 3 clusters Score -5074756 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5074873.000000 Penalty: 3494.619629
	Iteration 25Q: 3 clusters Score -5074873 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5074994.000000 Penalty: 3494.619629
	Iteration 26Q: 3 clusters Score -5074994 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5075102.000000 Penalty: 3494.619629
	Iteration 27Q: 3 clusters Score -5075102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5075196.500000 Penalty: 3494.619629
	Iteration 28Q: 3 clusters Score -5075196 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -5075332.000000 Penalty: 3494.619629
	Iteration 29Q: 3 clusters Score -5075332 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5075454.000000 Penalty: 3494.619629
	Iteration 30Q: 3 clusters Score -5075454 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -5075584.000000 Penalty: 3494.619629
	Iteration 31Q: 3 clusters Score -5075584 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5075730.000000 Penalty: 3494.619629
	Iteration 32Q: 3 clusters Score -5075730 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5075832.000000 Penalty: 3494.619629
	Iteration 33Q: 3 clusters Score -5075832 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5075967.000000 Penalty: 3494.619629
	Iteration 34Q: 3 clusters Score -5075967 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -5076088.500000 Penalty: 3494.619629
	Iteration 35Q: 3 clusters Score -5076088 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5076176.500000 Penalty: 3494.619629
	Iteration 36Q: 3 clusters Score -5076176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5076304.500000 Penalty: 3494.619629
	Iteration 37Q: 3 clusters Score -5076304 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5076340.500000 Penalty: 3494.619629
	Iteration 38Q: 3 clusters Score -5076340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -5076401.500000 Penalty: 3494.619629
	Iteration 39Q: 3 clusters Score -5076402 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5076452.000000 Penalty: 3494.619629
	Iteration 40F: 3 clusters Score -5076452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -5076492.500000 Penalty: 3494.619629
	Iteration 41Q: 3 clusters Score -5076492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5076521.500000 Penalty: 3494.619629
	Iteration 42Q: 3 clusters Score -5076522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -5076559.000000 Penalty: 3494.619629
	Iteration 43Q: 3 clusters Score -5076559 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5076577.500000 Penalty: 3494.619629
	Iteration 44Q: 3 clusters Score -5076578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5076612.500000 Penalty: 3494.619629
	Iteration 45Q: 3 clusters Score -5076612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -5076629.000000 Penalty: 3494.619629
	Iteration 46Q: 3 clusters Score -5076629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5076651.500000 Penalty: 3494.619629
	Iteration 47Q: 3 clusters Score -5076652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -5076665.500000 Penalty: 3494.619629
	Iteration 48Q: 3 clusters Score -5076666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -5076671.500000 Penalty: 3494.619629
	Iteration 49Q: 3 clusters Score -5076672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5076696.500000 Penalty: 3494.619629
	Iteration 50Q: 3 clusters Score -5076696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5076699.000000 Penalty: 3494.619629
	Iteration 51Q: 3 clusters Score -5076699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5076700.000000 Penalty: 3494.619629
	Iteration 52Q: 3 clusters Score -5076700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -5076711.500000 Penalty: 3494.619629
	Iteration 53Q: 3 clusters Score -5076712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5076718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5076721.000000 Penalty: 3494.619629
	Iteration 55Q: 3 clusters Score -5076721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5076725.500000 Penalty: 3494.619629
	Iteration 56Q: 3 clusters Score -5076726 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5076727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5076733.000000 Penalty: 3494.619629
	Iteration 58Q: 3 clusters Score -5076733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5076731.500000 Penalty: 3494.619629
	Iteration 59Q: 3 clusters Score -5076732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5076737.000000 Penalty: 3494.619629
	Iteration 60F: 3 clusters Score -5076737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5076738.000000 Penalty: 3494.619629
	Iteration 61Q: 3 clusters Score -5076738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5076731.000000 Penalty: 3494.619629
	Iteration 62Q: 3 clusters Score -5076731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5076732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5076731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -5076726.500000 Penalty: 3494.619629
	Iteration 65Q: 3 clusters Score -5076726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -5076731.000000 Penalty: 3494.619629
	Iteration 66Q: 3 clusters Score -5076731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5076733.000000 Penalty: 3494.619629
	Iteration 67Q: 3 clusters Score -5076733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -5076739.500000 Penalty: 3494.619629
	Iteration 68Q: 3 clusters Score -5076740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5076736.000000 Penalty: 3494.619629
	Iteration 69Q: 3 clusters Score -5076736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5076738.500000 Penalty: 3494.619629
	Iteration 70Q: 3 clusters Score -5076738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5076745.500000 Penalty: 3494.619629
	Iteration 71Q: 3 clusters Score -5076746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5076745.500000 Penalty: 3494.619629
	Iteration 72Q: 3 clusters Score -5076746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5076748.500000 Penalty: 3494.619629
	Iteration 73Q: 3 clusters Score -5076748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -5076747.000000 Penalty: 3494.619629
	Iteration 74Q: 3 clusters Score -5076747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -5076753.500000 Penalty: 3494.619629
	Iteration 75Q: 3 clusters Score -5076754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5076756.000000 Penalty: 3494.619629
	Iteration 76Q: 3 clusters Score -5076756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5076756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5076760.000000 Penalty: 3494.619629
	Iteration 78Q: 3 clusters Score -5076760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5076761.000000 Penalty: 3494.619629
	Iteration 79Q: 3 clusters Score -5076761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5076762.500000 Penalty: 3494.619629
	Iteration 80F: 3 clusters Score -5076762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5076766.500000 Penalty: 3494.619629
	Iteration 81Q: 3 clusters Score -5076766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5076768.500000 Penalty: 3494.619629
	Iteration 82Q: 3 clusters Score -5076768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5076771.000000 Penalty: 3494.619629
	Iteration 83Q: 3 clusters Score -5076771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -5076779.500000 Penalty: 3494.619629
	Iteration 84Q: 3 clusters Score -5076780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -5076778.500000 Penalty: 3494.619629
	Iteration 85Q: 3 clusters Score -5076778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5076773.500000 Penalty: 3494.619629
	Iteration 86Q: 3 clusters Score -5076774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5076773.000000 Penalty: 3494.619629
	Iteration 87Q: 3 clusters Score -5076773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5076776.500000 Penalty: 3494.619629
	Iteration 88Q: 3 clusters Score -5076776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -5076778.500000 Penalty: 3494.619629
	Iteration 89Q: 3 clusters Score -5076778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5076777.000000 Penalty: 3494.619629
	Iteration 90Q: 3 clusters Score -5076777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5076778.000000 Penalty: 3494.619629
	Iteration 91Q: 3 clusters Score -5076778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -5076774.500000 Penalty: 3494.619629
	Iteration 92Q: 3 clusters Score -5076774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -5076774.000000 Penalty: 3494.619629
	Iteration 93Q: 3 clusters Score -5076774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5076768.500000 Penalty: 3494.619629
	Iteration 94Q: 3 clusters Score -5076768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5076774.500000 Penalty: 3494.619629
	Iteration 95Q: 3 clusters Score -5076774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5076775.500000 Penalty: 3494.619629
	Iteration 96Q: 3 clusters Score -5076776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5076773.500000 Penalty: 3494.619629
	Iteration 97Q: 3 clusters Score -5076774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5076776.000000 Penalty: 3494.619629
	Iteration 98Q: 3 clusters Score -5076776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5076773.000000 Penalty: 3494.619629
	Iteration 99Q: 3 clusters Score -5076773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5076777.000000 Penalty: 3494.619629
	Iteration 100F: 3 clusters Score -5076777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5076776.500000 Penalty: 3494.619629
	Iteration 101Q: 3 clusters Score -5076776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5076776.000000 Penalty: 3494.619629
	Iteration 102Q: 3 clusters Score -5076776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -5076779.000000 Penalty: 3494.619629
	Iteration 103Q: 3 clusters Score -5076779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -5076775.000000 Penalty: 3494.619629
	Iteration 104Q: 3 clusters Score -5076775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -5076776.000000 Penalty: 3494.619629
	Iteration 105Q: 3 clusters Score -5076776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -5076775.500000 Penalty: 3494.619629
	Iteration 106Q: 3 clusters Score -5076776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5076777.000000 Penalty: 3494.619629
	Iteration 107Q: 3 clusters Score -5076777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5076778.500000 Penalty: 3494.619629
	Iteration 108Q: 3 clusters Score -5076778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5076783.500000 Penalty: 3494.619629
	Iteration 109Q: 3 clusters Score -5076784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5076785.000000 Penalty: 3494.619629
	Iteration 110Q: 3 clusters Score -5076785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5076789.000000 Penalty: 3494.619629
	Iteration 111Q: 3 clusters Score -5076789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5076791.500000 Penalty: 3494.619629
	Iteration 112Q: 3 clusters Score -5076792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5076797.000000 Penalty: 3494.619629
	Iteration 113Q: 3 clusters Score -5076797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5076794.500000 Penalty: 3494.619629
	Iteration 114Q: 3 clusters Score -5076794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5076796.000000 Penalty: 3494.619629
	Iteration 115Q: 3 clusters Score -5076796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5076800.500000 Penalty: 3494.619629
	Iteration 116Q: 3 clusters Score -5076800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -5076804.500000 Penalty: 3494.619629
	Iteration 117Q: 3 clusters Score -5076804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -5076801.000000 Penalty: 3494.619629
	Iteration 118Q: 3 clusters Score -5076801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5076802.000000 Penalty: 3494.619629
	Iteration 119Q: 3 clusters Score -5076802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5076804.500000 Penalty: 3494.619629
	Iteration 120F: 3 clusters Score -5076804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -5076805.000000 Penalty: 3494.619629
	Iteration 121Q: 3 clusters Score -5076805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5076804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5076805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5076801.500000 Penalty: 3494.619629
	Iteration 124Q: 3 clusters Score -5076802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5076802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5076804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5076804 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
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	Iteration 128F: 3 clusters Score -5076804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -267654.468750 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -267654.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -265165.3 nChanged 952
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -265746 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -265918.3 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -266041.3 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -266154.906250 Penalty: 2552.800049
	Iteration 4F: 3 clusters Score -266154.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -266242.562500 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -266242.6 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -266306.343750 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -266306.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -266353.000000 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -266353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -266401.531250 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -266401.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266451.562500 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -266451.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -266488.468750 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -266488.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -266522.781250 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -266522.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -266556.281250 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -266556.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -266589.312500 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -266589.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -266628.625000 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -266628.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -266667.968750 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -266668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266706.843750 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -266706.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -266749.812500 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -266749.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -266801.875000 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -266801.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266888.500000 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -266888.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -267005.593750 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -267005.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -267092.250000 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -267092.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267140.406250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -267140.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -267169.343750 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -267169.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267192.281250 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -267192.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267201.312500 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -267201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267208.312500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -267208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -267214.062500 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -267214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -267220.593750 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -267220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -267229.250000 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -267229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267236.218750 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -267236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267244.750000 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -267244.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267255.750000 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -267255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -267262.687500 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -267262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267267.312500 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -267267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267269.187500 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -267269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -267269.968750 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -267270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267270.062500 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -267270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267271.187500 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -267271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267271.187500 Penalty: 2552.800049
	Iteration 39F: 3 clusters Score -267271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Entering Unmasked Estep 
Score: -2595756.500000 Penalty: 1637.945557
	Iteration 0F: 2 clusters Score -2595756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2579569.750000 Penalty: 3275.891113
	Iteration 0F: 3 clusters Score -2579570 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2585853.500000 Penalty: 3275.891113
	Iteration 1F: 3 clusters Score -2585854 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2586543.500000 Penalty: 3275.891113
	Iteration 2F: 3 clusters Score -2586544 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2587529.250000 Penalty: 3275.891113
	Iteration 3F: 3 clusters Score -2587529 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2588893.500000 Penalty: 3275.891113
	Iteration 4F: 3 clusters Score -2588894 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2590435.750000 Penalty: 3275.891113
	Iteration 5F: 3 clusters Score -2590436 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2591850.250000 Penalty: 3275.891113
	Iteration 6F: 3 clusters Score -2591850 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2592791.750000 Penalty: 3275.891113
	Iteration 7Q: 3 clusters Score -2592792 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2593277.250000 Penalty: 3275.891113
	Iteration 8Q: 3 clusters Score -2593277 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2593491.750000 Penalty: 3275.891113
	Iteration 9Q: 3 clusters Score -2593492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2593604.500000 Penalty: 3275.891113
	Iteration 10Q: 3 clusters Score -2593604 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2593693.500000 Penalty: 3275.891113
	Iteration 11Q: 3 clusters Score -2593694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2593762.250000 Penalty: 3275.891113
	Iteration 12Q: 3 clusters Score -2593762 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2593830.750000 Penalty: 3275.891113
	Iteration 13Q: 3 clusters Score -2593831 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2593889.250000 Penalty: 3275.891113
	Iteration 14Q: 3 clusters Score -2593889 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2593937.000000 Penalty: 3275.891113
	Iteration 15Q: 3 clusters Score -2593937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2593977.750000 Penalty: 3275.891113
	Iteration 16Q: 3 clusters Score -2593978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2594020.500000 Penalty: 3275.891113
	Iteration 17Q: 3 clusters Score -2594020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2594055.000000 Penalty: 3275.891113
	Iteration 18Q: 3 clusters Score -2594055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2594093.250000 Penalty: 3275.891113
	Iteration 19Q: 3 clusters Score -2594093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2594137.750000 Penalty: 3275.891113
	Iteration 20F: 3 clusters Score -2594138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2594181.500000 Penalty: 3275.891113
	Iteration 21Q: 3 clusters Score -2594182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2594211.250000 Penalty: 3275.891113
	Iteration 22Q: 3 clusters Score -2594211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2594246.500000 Penalty: 3275.891113
	Iteration 23Q: 3 clusters Score -2594246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2594257.000000 Penalty: 3275.891113
	Iteration 24Q: 3 clusters Score -2594257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2594264.250000 Penalty: 3275.891113
	Iteration 25Q: 3 clusters Score -2594264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2594267.750000 Penalty: 3275.891113
	Iteration 26Q: 3 clusters Score -2594268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2594272.750000 Penalty: 3275.891113
	Iteration 27Q: 3 clusters Score -2594273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2594282.500000 Penalty: 3275.891113
	Iteration 28Q: 3 clusters Score -2594282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2594292.250000 Penalty: 3275.891113
	Iteration 29Q: 3 clusters Score -2594292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2594292.750000 Penalty: 3275.891113
	Iteration 30Q: 3 clusters Score -2594293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2594298.250000 Penalty: 3275.891113
	Iteration 31Q: 3 clusters Score -2594298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2594298.750000 Penalty: 3275.891113
	Iteration 32Q: 3 clusters Score -2594299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2594305.750000 Penalty: 3275.891113
	Iteration 33Q: 3 clusters Score -2594306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2594309.000000 Penalty: 3275.891113
	Iteration 34Q: 3 clusters Score -2594309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2594316.000000 Penalty: 3275.891113
	Iteration 35Q: 3 clusters Score -2594316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2594313.000000 Penalty: 3275.891113
	Iteration 36Q: 3 clusters Score -2594313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2594322.250000 Penalty: 3275.891113
	Iteration 37Q: 3 clusters Score -2594322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2594322.000000 Penalty: 3275.891113
	Iteration 38Q: 3 clusters Score -2594322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2594322.500000 Penalty: 3275.891113
	Iteration 39Q: 3 clusters Score -2594322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2594322.750000 Penalty: 3275.891113
	Iteration 40F: 3 clusters Score -2594323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2594320.500000 Penalty: 3275.891113
	Iteration 41Q: 3 clusters Score -2594320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2594319.500000 Penalty: 3275.891113
	Iteration 42Q: 3 clusters Score -2594320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2594320.750000 Penalty: 3275.891113
	Iteration 43Q: 3 clusters Score -2594321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2594320.000000 Penalty: 3275.891113
	Iteration 44Q: 3 clusters Score -2594320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2594321.000000 Penalty: 3275.891113
	Iteration 45Q: 3 clusters Score -2594321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2594323.000000 Penalty: 3275.891113
	Iteration 46Q: 3 clusters Score -2594323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2594323.250000 Penalty: 3275.891113
	Iteration 47Q: 3 clusters Score -2594323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2594328.000000 Penalty: 3275.891113
	Iteration 48Q: 3 clusters Score -2594328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2594331.250000 Penalty: 3275.891113
	Iteration 49Q: 3 clusters Score -2594331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2594330.750000 Penalty: 3275.891113
	Iteration 50Q: 3 clusters Score -2594331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2594330.750000 Penalty: 3275.891113
	Iteration 51F: 3 clusters Score -2594331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -260163.078125 Penalty: 1278.839844
	Iteration 0F: 2 clusters Score -260163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257682.375000 Penalty: 2557.679688
	Iteration 0F: 3 clusters Score -257682.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -258317.484375 Penalty: 2557.679688
	Iteration 1F: 3 clusters Score -258317.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -258491.187500 Penalty: 2557.679688
	Iteration 2F: 3 clusters Score -258491.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -258611.875000 Penalty: 2557.679688
	Iteration 3F: 3 clusters Score -258611.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -258699.468750 Penalty: 2557.679688
	Iteration 4Q: 3 clusters Score -258699.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258769.093750 Penalty: 2557.679688
	Iteration 5Q: 3 clusters Score -258769.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -258813.171875 Penalty: 2557.679688
	Iteration 6Q: 3 clusters Score -258813.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -258852.796875 Penalty: 2557.679688
	Iteration 7Q: 3 clusters Score -258852.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -258879.000000 Penalty: 2557.679688
	Iteration 8Q: 3 clusters Score -258879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -258912.828125 Penalty: 2557.679688
	Iteration 9Q: 3 clusters Score -258912.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -258948.812500 Penalty: 2557.679688
	Iteration 10Q: 3 clusters Score -258948.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258980.437500 Penalty: 2557.679688
	Iteration 11Q: 3 clusters Score -258980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -259014.015625 Penalty: 2557.679688
	Iteration 12Q: 3 clusters Score -259014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -259034.890625 Penalty: 2557.679688
	Iteration 13Q: 3 clusters Score -259034.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -259058.468750 Penalty: 2557.679688
	Iteration 14Q: 3 clusters Score -259058.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -259095.109375 Penalty: 2557.679688
	Iteration 15Q: 3 clusters Score -259095.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -259127.640625 Penalty: 2557.679688
	Iteration 16Q: 3 clusters Score -259127.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -259156.031250 Penalty: 2557.679688
	Iteration 17Q: 3 clusters Score -259156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -259198.968750 Penalty: 2557.679688
	Iteration 18Q: 3 clusters Score -259199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -259244.343750 Penalty: 2557.679688
	Iteration 19Q: 3 clusters Score -259244.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -259283.906250 Penalty: 2557.679688
	Iteration 20F: 3 clusters Score -259283.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -259328.734375 Penalty: 2557.679688
	Iteration 21Q: 3 clusters Score -259328.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -259386.140625 Penalty: 2557.679688
	Iteration 22Q: 3 clusters Score -259386.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -259429.703125 Penalty: 2557.679688
	Iteration 23Q: 3 clusters Score -259429.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -259473.390625 Penalty: 2557.679688
	Iteration 24Q: 3 clusters Score -259473.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -259514.453125 Penalty: 2557.679688
	Iteration 25Q: 3 clusters Score -259514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -259534.906250 Penalty: 2557.679688
	Iteration 26Q: 3 clusters Score -259534.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -259548.625000 Penalty: 2557.679688
	Iteration 27Q: 3 clusters Score -259548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -259562.015625 Penalty: 2557.679688
	Iteration 28Q: 3 clusters Score -259562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -259573.234375 Penalty: 2557.679688
	Iteration 29Q: 3 clusters Score -259573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -259585.187500 Penalty: 2557.679688
	Iteration 30Q: 3 clusters Score -259585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -259594.218750 Penalty: 2557.679688
	Iteration 31Q: 3 clusters Score -259594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -259600.640625 Penalty: 2557.679688
	Iteration 32Q: 3 clusters Score -259600.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -259609.609375 Penalty: 2557.679688
	Iteration 33Q: 3 clusters Score -259609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -259621.078125 Penalty: 2557.679688
	Iteration 34Q: 3 clusters Score -259621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -259629.156250 Penalty: 2557.679688
	Iteration 35Q: 3 clusters Score -259629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -259634.203125 Penalty: 2557.679688
	Iteration 36Q: 3 clusters Score -259634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -259638.437500 Penalty: 2557.679688
	Iteration 37Q: 3 clusters Score -259638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -259640.671875 Penalty: 2557.679688
	Iteration 38Q: 3 clusters Score -259640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -259644.031250 Penalty: 2557.679688
	Iteration 39Q: 3 clusters Score -259644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -259644.031250 Penalty: 2557.679688
	Iteration 40F: 3 clusters Score -259644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Entering Unmasked Estep 
Score: -2493752.500000 Penalty: 1638.292725
	Iteration 0F: 2 clusters Score -2493752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2477642.000000 Penalty: 3276.585449
	Iteration 0F: 3 clusters Score -2477642 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2483848.250000 Penalty: 3276.585449
	Iteration 1F: 3 clusters Score -2483848 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2484559.500000 Penalty: 3276.585449
	Iteration 2F: 3 clusters Score -2484560 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2485424.750000 Penalty: 3276.585449
	Iteration 3F: 3 clusters Score -2485425 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2486411.750000 Penalty: 3276.585449
	Iteration 4F: 3 clusters Score -2486412 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2487548.500000 Penalty: 3276.585449
	Iteration 5F: 3 clusters Score -2487548 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2488655.000000 Penalty: 3276.585449
	Iteration 6F: 3 clusters Score -2488655 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2489541.000000 Penalty: 3276.585449
	Iteration 7F: 3 clusters Score -2489541 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2490088.750000 Penalty: 3276.585449
	Iteration 8Q: 3 clusters Score -2490089 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2490408.750000 Penalty: 3276.585449
	Iteration 9Q: 3 clusters Score -2490409 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2490605.000000 Penalty: 3276.585449
	Iteration 10Q: 3 clusters Score -2490605 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2490735.000000 Penalty: 3276.585449
	Iteration 11Q: 3 clusters Score -2490735 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2490839.000000 Penalty: 3276.585449
	Iteration 12Q: 3 clusters Score -2490839 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2490934.500000 Penalty: 3276.585449
	Iteration 13Q: 3 clusters Score -2490934 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2491002.500000 Penalty: 3276.585449
	Iteration 14Q: 3 clusters Score -2491002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2491041.500000 Penalty: 3276.585449
	Iteration 15Q: 3 clusters Score -2491042 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2491087.000000 Penalty: 3276.585449
	Iteration 16Q: 3 clusters Score -2491087 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2491123.750000 Penalty: 3276.585449
	Iteration 17Q: 3 clusters Score -2491124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2491154.250000 Penalty: 3276.585449
	Iteration 18Q: 3 clusters Score -2491154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2491180.500000 Penalty: 3276.585449
	Iteration 19Q: 3 clusters Score -2491180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2491201.000000 Penalty: 3276.585449
	Iteration 20F: 3 clusters Score -2491201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2491219.250000 Penalty: 3276.585449
	Iteration 21Q: 3 clusters Score -2491219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2491237.000000 Penalty: 3276.585449
	Iteration 22Q: 3 clusters Score -2491237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2491254.000000 Penalty: 3276.585449
	Iteration 23Q: 3 clusters Score -2491254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2491267.250000 Penalty: 3276.585449
	Iteration 24Q: 3 clusters Score -2491267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2491278.750000 Penalty: 3276.585449
	Iteration 25Q: 3 clusters Score -2491279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2491283.750000 Penalty: 3276.585449
	Iteration 26Q: 3 clusters Score -2491284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2491307.000000 Penalty: 3276.585449
	Iteration 27Q: 3 clusters Score -2491307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2491312.250000 Penalty: 3276.585449
	Iteration 28Q: 3 clusters Score -2491312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2491312.500000 Penalty: 3276.585449
	Iteration 29Q: 3 clusters Score -2491312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2491327.250000 Penalty: 3276.585449
	Iteration 30Q: 3 clusters Score -2491327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2491330.750000 Penalty: 3276.585449
	Iteration 31Q: 3 clusters Score -2491331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2491336.500000 Penalty: 3276.585449
	Iteration 32Q: 3 clusters Score -2491336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2491338.000000 Penalty: 3276.585449
	Iteration 33Q: 3 clusters Score -2491338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2491338.000000 Penalty: 3276.585449
	Iteration 34Q: 3 clusters Score -2491338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2491342.000000 Penalty: 3276.585449
	Iteration 35Q: 3 clusters Score -2491342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2491342.250000 Penalty: 3276.585449
	Iteration 36Q: 3 clusters Score -2491342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2491360.000000 Penalty: 3276.585449
	Iteration 37Q: 3 clusters Score -2491360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2491356.750000 Penalty: 3276.585449
	Iteration 38Q: 3 clusters Score -2491357 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2491366.000000 Penalty: 3276.585449
	Iteration 39Q: 3 clusters Score -2491366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2491375.750000 Penalty: 3276.585449
	Iteration 40F: 3 clusters Score -2491376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2491380.000000 Penalty: 3276.585449
	Iteration 41Q: 3 clusters Score -2491380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2491396.000000 Penalty: 3276.585449
	Iteration 42Q: 3 clusters Score -2491396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2491408.250000 Penalty: 3276.585449
	Iteration 43Q: 3 clusters Score -2491408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2491416.750000 Penalty: 3276.585449
	Iteration 44Q: 3 clusters Score -2491417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2491417.750000 Penalty: 3276.585449
	Iteration 45Q: 3 clusters Score -2491418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2491435.750000 Penalty: 3276.585449
	Iteration 46Q: 3 clusters Score -2491436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2491452.750000 Penalty: 3276.585449
	Iteration 47Q: 3 clusters Score -2491453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2491468.000000 Penalty: 3276.585449
	Iteration 48Q: 3 clusters Score -2491468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2491486.250000 Penalty: 3276.585449
	Iteration 49Q: 3 clusters Score -2491486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2491500.250000 Penalty: 3276.585449
	Iteration 50Q: 3 clusters Score -2491500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2491513.000000 Penalty: 3276.585449
	Iteration 51Q: 3 clusters Score -2491513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2491521.250000 Penalty: 3276.585449
	Iteration 52Q: 3 clusters Score -2491521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2491529.250000 Penalty: 3276.585449
	Iteration 53Q: 3 clusters Score -2491529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2491543.500000 Penalty: 3276.585449
	Iteration 54Q: 3 clusters Score -2491544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2491550.000000 Penalty: 3276.585449
	Iteration 55Q: 3 clusters Score -2491550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2491562.500000 Penalty: 3276.585449
	Iteration 56Q: 3 clusters Score -2491562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2491591.250000 Penalty: 3276.585449
	Iteration 57Q: 3 clusters Score -2491591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2491606.750000 Penalty: 3276.585449
	Iteration 58Q: 3 clusters Score -2491607 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2491617.250000 Penalty: 3276.585449
	Iteration 59Q: 3 clusters Score -2491617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2491638.250000 Penalty: 3276.585449
	Iteration 60F: 3 clusters Score -2491638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2491649.500000 Penalty: 3276.585449
	Iteration 61Q: 3 clusters Score -2491650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2491662.500000 Penalty: 3276.585449
	Iteration 62Q: 3 clusters Score -2491662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2491672.250000 Penalty: 3276.585449
	Iteration 63Q: 3 clusters Score -2491672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2491692.500000 Penalty: 3276.585449
	Iteration 64Q: 3 clusters Score -2491692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2491706.000000 Penalty: 3276.585449
	Iteration 65Q: 3 clusters Score -2491706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2491718.500000 Penalty: 3276.585449
	Iteration 66Q: 3 clusters Score -2491718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2491748.000000 Penalty: 3276.585449
	Iteration 67Q: 3 clusters Score -2491748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2491752.500000 Penalty: 3276.585449
	Iteration 68Q: 3 clusters Score -2491752 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2491783.750000 Penalty: 3276.585449
	Iteration 69Q: 3 clusters Score -2491784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2491804.250000 Penalty: 3276.585449
	Iteration 70Q: 3 clusters Score -2491804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2491840.000000 Penalty: 3276.585449
	Iteration 71Q: 3 clusters Score -2491840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2491863.250000 Penalty: 3276.585449
	Iteration 72Q: 3 clusters Score -2491863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2491908.250000 Penalty: 3276.585449
	Iteration 73Q: 3 clusters Score -2491908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2491969.500000 Penalty: 3276.585449
	Iteration 74Q: 3 clusters Score -2491970 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2492015.000000 Penalty: 3276.585449
	Iteration 75Q: 3 clusters Score -2492015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2492071.750000 Penalty: 3276.585449
	Iteration 76Q: 3 clusters Score -2492072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2492120.750000 Penalty: 3276.585449
	Iteration 77Q: 3 clusters Score -2492121 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2492173.000000 Penalty: 3276.585449
	Iteration 78Q: 3 clusters Score -2492173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2492212.000000 Penalty: 3276.585449
	Iteration 79Q: 3 clusters Score -2492212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2492252.000000 Penalty: 3276.585449
	Iteration 80F: 3 clusters Score -2492252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2492288.750000 Penalty: 3276.585449
	Iteration 81Q: 3 clusters Score -2492289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2492335.250000 Penalty: 3276.585449
	Iteration 82Q: 3 clusters Score -2492335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2492368.250000 Penalty: 3276.585449
	Iteration 83Q: 3 clusters Score -2492368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2492386.750000 Penalty: 3276.585449
	Iteration 84Q: 3 clusters Score -2492387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2492406.250000 Penalty: 3276.585449
	Iteration 85Q: 3 clusters Score -2492406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2492420.500000 Penalty: 3276.585449
	Iteration 86Q: 3 clusters Score -2492420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2492429.000000 Penalty: 3276.585449
	Iteration 87Q: 3 clusters Score -2492429 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2492456.500000 Penalty: 3276.585449
	Iteration 88Q: 3 clusters Score -2492456 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2492460.750000 Penalty: 3276.585449
	Iteration 89Q: 3 clusters Score -2492461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2492465.500000 Penalty: 3276.585449
	Iteration 90Q: 3 clusters Score -2492466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2492479.500000 Penalty: 3276.585449
	Iteration 91Q: 3 clusters Score -2492480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2492479.250000 Penalty: 3276.585449
	Iteration 92Q: 3 clusters Score -2492479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2492482.000000 Penalty: 3276.585449
	Iteration 93Q: 3 clusters Score -2492482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2492489.000000 Penalty: 3276.585449
	Iteration 94Q: 3 clusters Score -2492489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2492495.000000 Penalty: 3276.585449
	Iteration 95Q: 3 clusters Score -2492495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2492494.750000 Penalty: 3276.585449
	Iteration 96Q: 3 clusters Score -2492495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2492504.000000 Penalty: 3276.585449
	Iteration 97Q: 3 clusters Score -2492504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2492504.750000 Penalty: 3276.585449
	Iteration 98Q: 3 clusters Score -2492505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2492502.750000 Penalty: 3276.585449
	Iteration 99Q: 3 clusters Score -2492503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2492502.500000 Penalty: 3276.585449
	Iteration 100F: 3 clusters Score -2492502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2492505.000000 Penalty: 3276.585449
	Iteration 101Q: 3 clusters Score -2492505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2492503.750000 Penalty: 3276.585449
	Iteration 102Q: 3 clusters Score -2492504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2492508.250000 Penalty: 3276.585449
	Iteration 103Q: 3 clusters Score -2492508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2492511.750000 Penalty: 3276.585449
	Iteration 104Q: 3 clusters Score -2492512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2492509.750000 Penalty: 3276.585449
	Iteration 105Q: 3 clusters Score -2492510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2492511.000000 Penalty: 3276.585449
	Iteration 106Q: 3 clusters Score -2492511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2492522.250000 Penalty: 3276.585449
	Iteration 107Q: 3 clusters Score -2492522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2492517.500000 Penalty: 3276.585449
	Iteration 108Q: 3 clusters Score -2492518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2492526.500000 Penalty: 3276.585449
	Iteration 109Q: 3 clusters Score -2492526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2492526.250000 Penalty: 3276.585449
	Iteration 110Q: 3 clusters Score -2492526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2492525.500000 Penalty: 3276.585449
	Iteration 111Q: 3 clusters Score -2492526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2492530.250000 Penalty: 3276.585449
	Iteration 112Q: 3 clusters Score -2492530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2492531.000000 Penalty: 3276.585449
	Iteration 113Q: 3 clusters Score -2492531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2492530.250000 Penalty: 3276.585449
	Iteration 114Q: 3 clusters Score -2492530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2492535.250000 Penalty: 3276.585449
	Iteration 115Q: 3 clusters Score -2492535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2492538.500000 Penalty: 3276.585449
	Iteration 116Q: 3 clusters Score -2492538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2492536.750000 Penalty: 3276.585449
	Iteration 117Q: 3 clusters Score -2492537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2492538.750000 Penalty: 3276.585449
	Iteration 118Q: 3 clusters Score -2492539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2492544.750000 Penalty: 3276.585449
	Iteration 119Q: 3 clusters Score -2492545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2492540.750000 Penalty: 3276.585449
	Iteration 120F: 3 clusters Score -2492541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2492545.500000 Penalty: 3276.585449
	Iteration 121Q: 3 clusters Score -2492546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2492548.250000 Penalty: 3276.585449
	Iteration 122Q: 3 clusters Score -2492548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2492556.250000 Penalty: 3276.585449
	Iteration 123Q: 3 clusters Score -2492556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2492555.750000 Penalty: 3276.585449
	Iteration 124Q: 3 clusters Score -2492556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2492555.500000 Penalty: 3276.585449
	Iteration 125Q: 3 clusters Score -2492556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2492557.500000 Penalty: 3276.585449
	Iteration 126Q: 3 clusters Score -2492558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2492554.250000 Penalty: 3276.585449
	Iteration 127Q: 3 clusters Score -2492554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2492550.750000 Penalty: 3276.585449
	Iteration 128Q: 3 clusters Score -2492551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2492552.750000 Penalty: 3276.585449
	Iteration 129Q: 3 clusters Score -2492553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2492557.000000 Penalty: 3276.585449
	Iteration 130Q: 3 clusters Score -2492557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2492554.000000 Penalty: 3276.585449
	Iteration 131Q: 3 clusters Score -2492554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2492551.500000 Penalty: 3276.585449
	Iteration 132Q: 3 clusters Score -2492552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2492550.750000 Penalty: 3276.585449
	Iteration 133Q: 3 clusters Score -2492551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2492550.750000 Penalty: 3276.585449
	Iteration 134Q: 3 clusters Score -2492551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2492552.750000 Penalty: 3276.585449
	Iteration 135Q: 3 clusters Score -2492553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2492554.750000 Penalty: 3276.585449
	Iteration 136Q: 3 clusters Score -2492555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2492551.500000 Penalty: 3276.585449
	Iteration 137Q: 3 clusters Score -2492552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2492552.250000 Penalty: 3276.585449
	Iteration 138Q: 3 clusters Score -2492552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2492552.250000 Penalty: 3276.585449
	Iteration 139F: 3 clusters Score -2492552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (77784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Entering Unmasked Estep 
Score: -8328729.000000 Penalty: 1830.024780
	Iteration 0F: 2 clusters Score -8328729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8276856.500000 Penalty: 3660.049561
	Iteration 0F: 3 clusters Score -8276856 nChanged 36873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -8298379.000000 Penalty: 3660.049561
	Iteration 1F: 3 clusters Score -8298379 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -8299260.500000 Penalty: 3660.049561
	Iteration 2Q: 3 clusters Score -8299260 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -8300459.500000 Penalty: 3660.049561
	Iteration 3Q: 3 clusters Score -8300460 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8302232.000000 Penalty: 3660.049561
	Iteration 4F: 3 clusters Score -8302232 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -8304741.500000 Penalty: 3660.049561
	Iteration 5F: 3 clusters Score -8304742 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -8308199.000000 Penalty: 3660.049561
	Iteration 6F: 3 clusters Score -8308199 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -8312374.500000 Penalty: 3660.049561
	Iteration 7F: 3 clusters Score -8312374 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -8316788.000000 Penalty: 3660.049561
	Iteration 8F: 3 clusters Score -8316788 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8320246.500000 Penalty: 3660.049561
	Iteration 9F: 3 clusters Score -8320246 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -8322151.500000 Penalty: 3660.049561
	Iteration 10Q: 3 clusters Score -8322152 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -8323049.000000 Penalty: 3660.049561
	Iteration 11Q: 3 clusters Score -8323049 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -8323629.500000 Penalty: 3660.049561
	Iteration 12Q: 3 clusters Score -8323630 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -8324076.000000 Penalty: 3660.049561
	Iteration 13Q: 3 clusters Score -8324076 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -8324448.500000 Penalty: 3660.049561
	Iteration 14Q: 3 clusters Score -8324448 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8324826.000000 Penalty: 3660.049561
	Iteration 15Q: 3 clusters Score -8324826 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8325130.500000 Penalty: 3660.049561
	Iteration 16Q: 3 clusters Score -8325130 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8325389.000000 Penalty: 3660.049561
	Iteration 17Q: 3 clusters Score -8325389 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -8325704.500000 Penalty: 3660.049561
	Iteration 18Q: 3 clusters Score -8325704 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -8325957.000000 Penalty: 3660.049561
	Iteration 19Q: 3 clusters Score -8325957 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -8326239.500000 Penalty: 3660.049561
	Iteration 20F: 3 clusters Score -8326240 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -8326464.500000 Penalty: 3660.049561
	Iteration 21Q: 3 clusters Score -8326464 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8326653.500000 Penalty: 3660.049561
	Iteration 22Q: 3 clusters Score -8326654 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -8326808.500000 Penalty: 3660.049561
	Iteration 23Q: 3 clusters Score -8326808 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8326938.500000 Penalty: 3660.049561
	Iteration 24Q: 3 clusters Score -8326938 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -8327068.500000 Penalty: 3660.049561
	Iteration 25Q: 3 clusters Score -8327068 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8327194.500000 Penalty: 3660.049561
	Iteration 26Q: 3 clusters Score -8327194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8327303.500000 Penalty: 3660.049561
	Iteration 27Q: 3 clusters Score -8327304 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -8327389.000000 Penalty: 3660.049561
	Iteration 28Q: 3 clusters Score -8327389 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8327476.000000 Penalty: 3660.049561
	Iteration 29Q: 3 clusters Score -8327476 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8327531.500000 Penalty: 3660.049561
	Iteration 30Q: 3 clusters Score -8327532 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8327552.000000 Penalty: 3660.049561
	Iteration 31Q: 3 clusters Score -8327552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8327593.000000 Penalty: 3660.049561
	Iteration 32Q: 3 clusters Score -8327593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8327625.000000 Penalty: 3660.049561
	Iteration 33Q: 3 clusters Score -8327625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8327656.000000 Penalty: 3660.049561
	Iteration 34Q: 3 clusters Score -8327656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8327702.000000 Penalty: 3660.049561
	Iteration 35Q: 3 clusters Score -8327702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8327756.000000 Penalty: 3660.049561
	Iteration 36Q: 3 clusters Score -8327756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8327820.500000 Penalty: 3660.049561
	Iteration 37Q: 3 clusters Score -8327820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8327846.000000 Penalty: 3660.049561
	Iteration 38Q: 3 clusters Score -8327846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8327835.500000 Penalty: 3660.049561
	Iteration 39Q: 3 clusters Score -8327836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8327857.500000 Penalty: 3660.049561
	Iteration 40F: 3 clusters Score -8327858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8327867.000000 Penalty: 3660.049561
	Iteration 41Q: 3 clusters Score -8327867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8327895.500000 Penalty: 3660.049561
	Iteration 42Q: 3 clusters Score -8327896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8327917.000000 Penalty: 3660.049561
	Iteration 43Q: 3 clusters Score -8327917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8327930.500000 Penalty: 3660.049561
	Iteration 44Q: 3 clusters Score -8327930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8327959.500000 Penalty: 3660.049561
	Iteration 45Q: 3 clusters Score -8327960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8328003.000000 Penalty: 3660.049561
	Iteration 46Q: 3 clusters Score -8328003 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8328004.500000 Penalty: 3660.049561
	Iteration 47Q: 3 clusters Score -8328004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8328022.000000 Penalty: 3660.049561
	Iteration 48Q: 3 clusters Score -8328022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8328029.000000 Penalty: 3660.049561
	Iteration 49Q: 3 clusters Score -8328029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8328039.000000 Penalty: 3660.049561
	Iteration 50Q: 3 clusters Score -8328039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8328051.500000 Penalty: 3660.049561
	Iteration 51Q: 3 clusters Score -8328052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8328061.500000 Penalty: 3660.049561
	Iteration 52Q: 3 clusters Score -8328062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8328088.500000 Penalty: 3660.049561
	Iteration 53Q: 3 clusters Score -8328088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8328086.500000 Penalty: 3660.049561
	Iteration 54Q: 3 clusters Score -8328086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8328107.500000 Penalty: 3660.049561
	Iteration 55Q: 3 clusters Score -8328108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8328095.000000 Penalty: 3660.049561
	Iteration 56Q: 3 clusters Score -8328095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8328108.000000 Penalty: 3660.049561
	Iteration 57Q: 3 clusters Score -8328108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8328120.500000 Penalty: 3660.049561
	Iteration 58Q: 3 clusters Score -8328120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8328129.000000 Penalty: 3660.049561
	Iteration 59Q: 3 clusters Score -8328129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8328121.500000 Penalty: 3660.049561
	Iteration 60F: 3 clusters Score -8328122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8328133.500000 Penalty: 3660.049561
	Iteration 61Q: 3 clusters Score -8328134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8328130.500000 Penalty: 3660.049561
	Iteration 62Q: 3 clusters Score -8328130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8328129.000000 Penalty: 3660.049561
	Iteration 63Q: 3 clusters Score -8328129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8328140.500000 Penalty: 3660.049561
	Iteration 64Q: 3 clusters Score -8328140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8328144.000000 Penalty: 3660.049561
	Iteration 65Q: 3 clusters Score -8328144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8328145.500000 Penalty: 3660.049561
	Iteration 66Q: 3 clusters Score -8328146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8328147.500000 Penalty: 3660.049561
	Iteration 67Q: 3 clusters Score -8328148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8328148.500000 Penalty: 3660.049561
	Iteration 68Q: 3 clusters Score -8328148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8328151.000000 Penalty: 3660.049561
	Iteration 69Q: 3 clusters Score -8328151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8328155.500000 Penalty: 3660.049561
	Iteration 70Q: 3 clusters Score -8328156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8328152.500000 Penalty: 3660.049561
	Iteration 71Q: 3 clusters Score -8328152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8328152.000000 Penalty: 3660.049561
	Iteration 72Q: 3 clusters Score -8328152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8328157.500000 Penalty: 3660.049561
	Iteration 73Q: 3 clusters Score -8328158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8328160.000000 Penalty: 3660.049561
	Iteration 74Q: 3 clusters Score -8328160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8328162.500000 Penalty: 3660.049561
	Iteration 75Q: 3 clusters Score -8328162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8328165.000000 Penalty: 3660.049561
	Iteration 76Q: 3 clusters Score -8328165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8328169.500000 Penalty: 3660.049561
	Iteration 77Q: 3 clusters Score -8328170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8328164.500000 Penalty: 3660.049561
	Iteration 78Q: 3 clusters Score -8328164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8328164.500000 Penalty: 3660.049561
	Iteration 79F: 3 clusters Score -8328164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -407943.875000 Penalty: 1354.935791
	Iteration 0F: 2 clusters Score -407943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -404493.750000 Penalty: 2709.871582
	Iteration 0F: 3 clusters Score -404493.8 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -405522.937500 Penalty: 2709.871582
	Iteration 1F: 3 clusters Score -405522.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -405842.562500 Penalty: 2709.871582
	Iteration 2F: 3 clusters Score -405842.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -406063.375000 Penalty: 2709.871582
	Iteration 3F: 3 clusters Score -406063.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -406228.125000 Penalty: 2709.871582
	Iteration 4F: 3 clusters Score -406228.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -406345.687500 Penalty: 2709.871582
	Iteration 5Q: 3 clusters Score -406345.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -406428.750000 Penalty: 2709.871582
	Iteration 6Q: 3 clusters Score -406428.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -406520.406250 Penalty: 2709.871582
	Iteration 7Q: 3 clusters Score -406520.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -406596.937500 Penalty: 2709.871582
	Iteration 8Q: 3 clusters Score -406596.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -406653.468750 Penalty: 2709.871582
	Iteration 9Q: 3 clusters Score -406653.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -406702.218750 Penalty: 2709.871582
	Iteration 10Q: 3 clusters Score -406702.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -406743.687500 Penalty: 2709.871582
	Iteration 11Q: 3 clusters Score -406743.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -406768.375000 Penalty: 2709.871582
	Iteration 12Q: 3 clusters Score -406768.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -406797.687500 Penalty: 2709.871582
	Iteration 13Q: 3 clusters Score -406797.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -406818.562500 Penalty: 2709.871582
	Iteration 14Q: 3 clusters Score -406818.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -406837.281250 Penalty: 2709.871582
	Iteration 15Q: 3 clusters Score -406837.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -406859.375000 Penalty: 2709.871582
	Iteration 16Q: 3 clusters Score -406859.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -406881.781250 Penalty: 2709.871582
	Iteration 17Q: 3 clusters Score -406881.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -406897.625000 Penalty: 2709.871582
	Iteration 18Q: 3 clusters Score -406897.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -406910.593750 Penalty: 2709.871582
	Iteration 19Q: 3 clusters Score -406910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -406919.656250 Penalty: 2709.871582
	Iteration 20F: 3 clusters Score -406919.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -406932.875000 Penalty: 2709.871582
	Iteration 21Q: 3 clusters Score -406932.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -406951.375000 Penalty: 2709.871582
	Iteration 22Q: 3 clusters Score -406951.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -406960.906250 Penalty: 2709.871582
	Iteration 23Q: 3 clusters Score -406960.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -406972.062500 Penalty: 2709.871582
	Iteration 24Q: 3 clusters Score -406972.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -406981.125000 Penalty: 2709.871582
	Iteration 25Q: 3 clusters Score -406981.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -406991.437500 Penalty: 2709.871582
	Iteration 26Q: 3 clusters Score -406991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -407012.218750 Penalty: 2709.871582
	Iteration 27Q: 3 clusters Score -407012.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -407022.250000 Penalty: 2709.871582
	Iteration 28Q: 3 clusters Score -407022.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -407031.250000 Penalty: 2709.871582
	Iteration 29Q: 3 clusters Score -407031.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -407036.218750 Penalty: 2709.871582
	Iteration 30Q: 3 clusters Score -407036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -407040.062500 Penalty: 2709.871582
	Iteration 31Q: 3 clusters Score -407040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -407041.843750 Penalty: 2709.871582
	Iteration 32Q: 3 clusters Score -407041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -407041.843750 Penalty: 2709.871582
	Iteration 33F: 3 clusters Score -407041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Entering Unmasked Estep 
Score: -3548413.250000 Penalty: 1689.813843
	Iteration 0F: 2 clusters Score -3548413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3526301.250000 Penalty: 3379.627686
	Iteration 0F: 3 clusters Score -3526301 nChanged 15232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3534866.750000 Penalty: 3379.627686
	Iteration 1F: 3 clusters Score -3534867 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3535445.000000 Penalty: 3379.627686
	Iteration 2Q: 3 clusters Score -3535445 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3536184.500000 Penalty: 3379.627686
	Iteration 3Q: 3 clusters Score -3536184 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3537166.250000 Penalty: 3379.627686
	Iteration 4F: 3 clusters Score -3537166 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3538538.250000 Penalty: 3379.627686
	Iteration 5F: 3 clusters Score -3538538 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3540373.750000 Penalty: 3379.627686
	Iteration 6F: 3 clusters Score -3540374 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3542376.750000 Penalty: 3379.627686
	Iteration 7F: 3 clusters Score -3542377 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3544125.750000 Penalty: 3379.627686
	Iteration 8F: 3 clusters Score -3544126 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3545283.000000 Penalty: 3379.627686
	Iteration 9Q: 3 clusters Score -3545283 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3546060.500000 Penalty: 3379.627686
	Iteration 10Q: 3 clusters Score -3546060 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3546526.000000 Penalty: 3379.627686
	Iteration 11Q: 3 clusters Score -3546526 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3546821.000000 Penalty: 3379.627686
	Iteration 12Q: 3 clusters Score -3546821 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3546981.750000 Penalty: 3379.627686
	Iteration 13Q: 3 clusters Score -3546982 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3547061.750000 Penalty: 3379.627686
	Iteration 14Q: 3 clusters Score -3547062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3547117.750000 Penalty: 3379.627686
	Iteration 15Q: 3 clusters Score -3547118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3547145.750000 Penalty: 3379.627686
	Iteration 16Q: 3 clusters Score -3547146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3547165.500000 Penalty: 3379.627686
	Iteration 17Q: 3 clusters Score -3547166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3547176.000000 Penalty: 3379.627686
	Iteration 18Q: 3 clusters Score -3547176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3547192.000000 Penalty: 3379.627686
	Iteration 19Q: 3 clusters Score -3547192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3547196.250000 Penalty: 3379.627686
	Iteration 20F: 3 clusters Score -3547196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3547199.750000 Penalty: 3379.627686
	Iteration 21Q: 3 clusters Score -3547200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3547207.000000 Penalty: 3379.627686
	Iteration 22Q: 3 clusters Score -3547207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3547210.250000 Penalty: 3379.627686
	Iteration 23Q: 3 clusters Score -3547210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3547215.500000 Penalty: 3379.627686
	Iteration 24Q: 3 clusters Score -3547216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3547221.000000 Penalty: 3379.627686
	Iteration 25Q: 3 clusters Score -3547221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3547220.250000 Penalty: 3379.627686
	Iteration 26Q: 3 clusters Score -3547220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3547225.250000 Penalty: 3379.627686
	Iteration 27Q: 3 clusters Score -3547225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3547227.750000 Penalty: 3379.627686
	Iteration 28Q: 3 clusters Score -3547228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3547224.000000 Penalty: 3379.627686
	Iteration 29Q: 3 clusters Score -3547224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3547231.250000 Penalty: 3379.627686
	Iteration 30Q: 3 clusters Score -3547231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3547231.500000 Penalty: 3379.627686
	Iteration 31Q: 3 clusters Score -3547232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3547230.750000 Penalty: 3379.627686
	Iteration 32Q: 3 clusters Score -3547231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3547231.750000 Penalty: 3379.627686
	Iteration 33Q: 3 clusters Score -3547232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3547232.750000 Penalty: 3379.627686
	Iteration 34Q: 3 clusters Score -3547233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3547231.500000 Penalty: 3379.627686
	Iteration 35Q: 3 clusters Score -3547232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3547234.750000 Penalty: 3379.627686
	Iteration 36Q: 3 clusters Score -3547235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3547239.500000 Penalty: 3379.627686
	Iteration 37Q: 3 clusters Score -3547240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3547237.750000 Penalty: 3379.627686
	Iteration 38Q: 3 clusters Score -3547238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3547237.750000 Penalty: 3379.627686
	Iteration 39Q: 3 clusters Score -3547238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3547237.750000 Penalty: 3379.627686
	Iteration 40F: 3 clusters Score -3547238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 12822 members 
Mstep: Class 3 contains 160098 members 
Mstep: Class 4 contains 20251 members 
Mstep: Class 5 contains 59534 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 169991 members 
Mstep: Class 9 contains 5186 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 23853 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 23904 members 
Mstep: Class 15 contains 77784 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 19 contains 32822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464064.000000 Penalty: 37579.566406
Iteration 159Q: 18 clusters Score -8.446406e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 12841 members 
Mstep: Class 3 contains 160000 members 
Mstep: Class 4 contains 20199 members 
Mstep: Class 5 contains 59530 members 
Mstep: Class 6 contains 12967 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 169725 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 46737 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 23791 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 23897 members 
Mstep: Class 15 contains 78013 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 19 contains 32941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464040.000000 Penalty: 37579.566406
Iteration 160F: 18 clusters Score -8.446404e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 12849 members 
Mstep: Class 3 contains 159852 members 
Mstep: Class 4 contains 20152 members 
Mstep: Class 5 contains 59525 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 169472 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 46717 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 23906 members 
Mstep: Class 15 contains 78227 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 19 contains 33075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464472.000000 Penalty: 37579.566406
Iteration 161Q: 18 clusters Score -8.446447e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 159684 members 
Mstep: Class 4 contains 20115 members 
Mstep: Class 5 contains 59512 members 
Mstep: Class 6 contains 12979 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 169199 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 46718 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 23910 members 
Mstep: Class 15 contains 78449 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 19 contains 33195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464616.000000 Penalty: 37579.566406
Iteration 162Q: 18 clusters Score -8.446462e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 12871 members 
Mstep: Class 3 contains 159597 members 
Mstep: Class 4 contains 20071 members 
Mstep: Class 5 contains 59506 members 
Mstep: Class 6 contains 12979 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 168883 members 
Mstep: Class 9 contains 5211 members 
Mstep: Class 10 contains 46717 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 23588 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 23905 members 
Mstep: Class 15 contains 78673 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 19 contains 33324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464760.000000 Penalty: 37579.566406
Iteration 163Q: 18 clusters Score -8.446476e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 159533 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 59491 members 
Mstep: Class 6 contains 12973 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 168567 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 23518 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 23913 members 
Mstep: Class 15 contains 78931 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 19 contains 33434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465168.000000 Penalty: 37579.566406
Iteration 164Q: 18 clusters Score -8.446517e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 159537 members 
Mstep: Class 4 contains 19971 members 
Mstep: Class 5 contains 59484 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 168251 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 46701 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 23457 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 23919 members 
Mstep: Class 15 contains 79182 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 19 contains 33533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465608.000000 Penalty: 37579.566406
Iteration 165Q: 18 clusters Score -8.446561e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 12870 members 
Mstep: Class 3 contains 159551 members 
Mstep: Class 4 contains 19916 members 
Mstep: Class 5 contains 59458 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 167976 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 46708 members 
Mstep: Class 11 contains 2590 members 
Mstep: Class 12 contains 23386 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 23920 members 
Mstep: Class 15 contains 79439 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 19 contains 33637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465824.000000 Penalty: 37579.566406
Iteration 166Q: 18 clusters Score -8.446582e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 159531 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 59427 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 167706 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 46705 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 12 contains 23327 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 23925 members 
Mstep: Class 15 contains 79677 members 
Mstep: Class 17 contains 4188 members 
Mstep: Class 19 contains 33749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465728.000000 Penalty: 37579.566406
Iteration 167Q: 18 clusters Score -8.446573e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 159573 members 
Mstep: Class 4 contains 19820 members 
Mstep: Class 5 contains 59379 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 167461 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 46687 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 12 contains 23251 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 23927 members 
Mstep: Class 15 contains 79927 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 19 contains 33881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465616.000000 Penalty: 37579.566406
Iteration 168Q: 18 clusters Score -8.446562e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 12897 members 
Mstep: Class 3 contains 159659 members 
Mstep: Class 4 contains 19770 members 
Mstep: Class 5 contains 59357 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 167237 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 46645 members 
Mstep: Class 11 contains 2593 members 
Mstep: Class 12 contains 23173 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 23937 members 
Mstep: Class 15 contains 80146 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 19 contains 34023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465952.000000 Penalty: 37579.566406
Iteration 169Q: 18 clusters Score -8.446595e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 159774 members 
Mstep: Class 4 contains 19724 members 
Mstep: Class 5 contains 59342 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 167053 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 46596 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 23095 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 23941 members 
Mstep: Class 15 contains 80426 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 19 contains 34144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466208.000000 Penalty: 37579.566406
Iteration 170Q: 18 clusters Score -8.446621e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 12928 members 
Mstep: Class 3 contains 159924 members 
Mstep: Class 4 contains 19675 members 
Mstep: Class 5 contains 59338 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166900 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 46560 members 
Mstep: Class 11 contains 2585 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 23933 members 
Mstep: Class 15 contains 80666 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 19 contains 34284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466328.000000 Penalty: 37579.566406
Iteration 171Q: 18 clusters Score -8.446633e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 160085 members 
Mstep: Class 4 contains 19620 members 
Mstep: Class 5 contains 59326 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166780 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 46534 members 
Mstep: Class 11 contains 2585 members 
Mstep: Class 12 contains 22959 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 23940 members 
Mstep: Class 15 contains 80908 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 19 contains 34415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466520.000000 Penalty: 37579.566406
Iteration 172Q: 18 clusters Score -8.446652e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 12948 members 
Mstep: Class 3 contains 160227 members 
Mstep: Class 4 contains 19569 members 
Mstep: Class 5 contains 59317 members 
Mstep: Class 6 contains 12972 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166670 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 46500 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 22892 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 23938 members 
Mstep: Class 15 contains 81193 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 19 contains 34581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466608.000000 Penalty: 37579.566406
Iteration 173Q: 18 clusters Score -8.446661e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 12957 members 
Mstep: Class 3 contains 160409 members 
Mstep: Class 4 contains 19526 members 
Mstep: Class 5 contains 59309 members 
Mstep: Class 6 contains 12972 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166513 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 46485 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 22829 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 23931 members 
Mstep: Class 15 contains 81497 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 19 contains 34726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466584.000000 Penalty: 37579.566406
Iteration 174Q: 18 clusters Score -8.446658e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 12968 members 
Mstep: Class 3 contains 160500 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 59313 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166411 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 46472 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 22764 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 23933 members 
Mstep: Class 15 contains 81802 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 19 contains 34878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466696.000000 Penalty: 37579.566406
Iteration 175Q: 18 clusters Score -8.44667e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 160677 members 
Mstep: Class 4 contains 19451 members 
Mstep: Class 5 contains 59311 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166277 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 46463 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 22694 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 23932 members 
Mstep: Class 15 contains 82148 members 
Mstep: Class 17 contains 4224 members 
Mstep: Class 19 contains 35036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466552.000000 Penalty: 37579.566406
Iteration 176Q: 18 clusters Score -8.446655e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 151449 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 160880 members 
Mstep: Class 4 contains 19409 members 
Mstep: Class 5 contains 59337 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166176 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 46437 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 22607 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 23922 members 
Mstep: Class 15 contains 82482 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 19 contains 35210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466984.000000 Penalty: 37579.566406
Iteration 177Q: 18 clusters Score -8.446698e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 12985 members 
Mstep: Class 3 contains 161061 members 
Mstep: Class 4 contains 19362 members 
Mstep: Class 5 contains 59328 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 166139 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 23927 members 
Mstep: Class 15 contains 82800 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 19 contains 35352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466928.000000 Penalty: 37579.566406
Iteration 178Q: 18 clusters Score -8.446693e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 161247 members 
Mstep: Class 4 contains 19338 members 
Mstep: Class 5 contains 59313 members 
Mstep: Class 6 contains 12953 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 166128 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 22447 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 23926 members 
Mstep: Class 15 contains 83149 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 19 contains 35477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467248.000000 Penalty: 37579.566406
Iteration 179Q: 18 clusters Score -8.446725e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 161470 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 59301 members 
Mstep: Class 6 contains 12954 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 166084 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 22380 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 23925 members 
Mstep: Class 15 contains 83487 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 19 contains 35600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467184.000000 Penalty: 37579.566406
Iteration 180F: 18 clusters Score -8.446718e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 161696 members 
Mstep: Class 4 contains 19313 members 
Mstep: Class 5 contains 59264 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 166110 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 46314 members 
Mstep: Class 11 contains 2577 members 
Mstep: Class 12 contains 22303 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 23932 members 
Mstep: Class 15 contains 83812 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 19 contains 35693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467408.000000 Penalty: 37579.566406
Iteration 181Q: 18 clusters Score -8.446741e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 12958 members 
Mstep: Class 3 contains 161933 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 5 contains 59249 members 
Mstep: Class 6 contains 12956 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 166097 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 46275 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 22246 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 23936 members 
Mstep: Class 15 contains 84135 members 
Mstep: Class 17 contains 4224 members 
Mstep: Class 19 contains 35809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467432.000000 Penalty: 37579.566406
Iteration 182Q: 18 clusters Score -8.446743e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 148399 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 162172 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 59243 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 166134 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 46251 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 22206 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 14 contains 23939 members 
Mstep: Class 15 contains 84400 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 19 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467608.000000 Penalty: 37579.566406
Iteration 183Q: 18 clusters Score -8.446761e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 162404 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 59249 members 
Mstep: Class 6 contains 12947 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166183 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 46194 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 22171 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 23941 members 
Mstep: Class 15 contains 84680 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 19 contains 36023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467776.000000 Penalty: 37579.566406
Iteration 184Q: 18 clusters Score -8.446778e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 162641 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 59237 members 
Mstep: Class 6 contains 12938 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166277 members 
Mstep: Class 9 contains 5326 members 
Mstep: Class 10 contains 46109 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 22123 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 23945 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 19 contains 36107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467976.000000 Penalty: 37579.566406
Iteration 185Q: 18 clusters Score -8.446798e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 146725 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 162862 members 
Mstep: Class 4 contains 19220 members 
Mstep: Class 5 contains 59217 members 
Mstep: Class 6 contains 12928 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166306 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 46038 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 22091 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 23947 members 
Mstep: Class 15 contains 85352 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 19 contains 36201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467928.000000 Penalty: 37579.566406
Iteration 186Q: 18 clusters Score -8.446793e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 146201 members 
Mstep: Class 2 contains 12967 members 
Mstep: Class 3 contains 162973 members 
Mstep: Class 4 contains 19206 members 
Mstep: Class 5 contains 59220 members 
Mstep: Class 6 contains 12917 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166367 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 45977 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 22052 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 23952 members 
Mstep: Class 15 contains 85690 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 19 contains 36330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468144.000000 Penalty: 37579.566406
Iteration 187Q: 18 clusters Score -8.446814e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 163040 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 59225 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166385 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 45929 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 22015 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 23959 members 
Mstep: Class 15 contains 86021 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 19 contains 36459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468064.000000 Penalty: 37579.566406
Iteration 188Q: 18 clusters Score -8.446806e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 12970 members 
Mstep: Class 3 contains 163103 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 59249 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166447 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 21975 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 23962 members 
Mstep: Class 15 contains 86296 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 19 contains 36572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468176.000000 Penalty: 37579.566406
Iteration 189Q: 18 clusters Score -8.446818e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 144927 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 3 contains 163158 members 
Mstep: Class 4 contains 19168 members 
Mstep: Class 5 contains 59257 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166509 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 45815 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 21940 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 23971 members 
Mstep: Class 15 contains 86560 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 19 contains 36670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468400.000000 Penalty: 37579.566406
Iteration 190Q: 18 clusters Score -8.44684e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 144608 members 
Mstep: Class 2 contains 12972 members 
Mstep: Class 3 contains 163153 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 59276 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166537 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 21906 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 23987 members 
Mstep: Class 15 contains 86824 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 19 contains 36761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468328.000000 Penalty: 37579.566406
Iteration 191Q: 18 clusters Score -8.446833e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 144298 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 163238 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 59274 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166574 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 45671 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 21852 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 23996 members 
Mstep: Class 15 contains 87066 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 19 contains 36829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468424.000000 Penalty: 37579.566406
Iteration 192Q: 18 clusters Score -8.446842e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 12983 members 
Mstep: Class 3 contains 163336 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 59289 members 
Mstep: Class 6 contains 12901 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166605 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 21814 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24002 members 
Mstep: Class 15 contains 87314 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 19 contains 36869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469008.000000 Penalty: 37579.566406
Iteration 193Q: 18 clusters Score -8.446901e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 143630 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 163402 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 59283 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166645 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 21770 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24007 members 
Mstep: Class 15 contains 87591 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 19 contains 36931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469104.000000 Penalty: 37579.566406
Iteration 194Q: 18 clusters Score -8.44691e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 12985 members 
Mstep: Class 3 contains 163493 members 
Mstep: Class 4 contains 19135 members 
Mstep: Class 5 contains 59284 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166660 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 45469 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 21748 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 24010 members 
Mstep: Class 15 contains 87835 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 19 contains 36957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469088.000000 Penalty: 37579.566406
Iteration 195Q: 18 clusters Score -8.446909e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 163610 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 59282 members 
Mstep: Class 6 contains 12901 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166712 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 45387 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 21726 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 24017 members 
Mstep: Class 15 contains 88063 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 19 contains 36953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469024.000000 Penalty: 37579.566406
Iteration 196Q: 18 clusters Score -8.446902e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 163738 members 
Mstep: Class 4 contains 19125 members 
Mstep: Class 5 contains 59284 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166744 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 45321 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21698 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24018 members 
Mstep: Class 15 contains 88305 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 19 contains 36945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469136.000000 Penalty: 37579.566406
Iteration 197Q: 18 clusters Score -8.446914e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142441 members 
Mstep: Class 2 contains 12993 members 
Mstep: Class 3 contains 163858 members 
Mstep: Class 4 contains 19116 members 
Mstep: Class 5 contains 59302 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166763 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21665 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 24019 members 
Mstep: Class 15 contains 88553 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 19 contains 36949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468920.000000 Penalty: 37579.566406
Iteration 198Q: 18 clusters Score -8.446892e+07 nChanged 2160
Entering ConstructFrom: 
Score: -84468920.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (142116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Entering Unmasked Estep 
Score: -15177892.000000 Penalty: 1927.964844
	Iteration 0F: 2 clusters Score -1.517789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -15082270.000000 Penalty: 3855.929688
	Iteration 0F: 3 clusters Score -1.508227e+07 nChanged 68625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -15123441.000000 Penalty: 3855.929688
	Iteration 1F: 3 clusters Score -1.512344e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -15125575.000000 Penalty: 3855.929688
	Iteration 2Q: 3 clusters Score -1.512558e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -15129366.000000 Penalty: 3855.929688
	Iteration 3Q: 3 clusters Score -1.512937e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -15134888.000000 Penalty: 3855.929688
	Iteration 4F: 3 clusters Score -1.513489e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -15142886.000000 Penalty: 3855.929688
	Iteration 5F: 3 clusters Score -1.514289e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -15153144.000000 Penalty: 3855.929688
	Iteration 6F: 3 clusters Score -1.515314e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -15161360.000000 Penalty: 3855.929688
	Iteration 7F: 3 clusters Score -1.516136e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -15165343.000000 Penalty: 3855.929688
	Iteration 8Q: 3 clusters Score -1.516534e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -15167591.000000 Penalty: 3855.929688
	Iteration 9Q: 3 clusters Score -1.516759e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -15169191.000000 Penalty: 3855.929688
	Iteration 10Q: 3 clusters Score -1.516919e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -15170344.000000 Penalty: 3855.929688
	Iteration 11Q: 3 clusters Score -1.517034e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -15171170.000000 Penalty: 3855.929688
	Iteration 12Q: 3 clusters Score -1.517117e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -15171755.000000 Penalty: 3855.929688
	Iteration 13Q: 3 clusters Score -1.517176e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -15172248.000000 Penalty: 3855.929688
	Iteration 14Q: 3 clusters Score -1.517225e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -15172612.000000 Penalty: 3855.929688
	Iteration 15Q: 3 clusters Score -1.517261e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 108799 members 
Entering Unmasked Estep 
Score: -15172916.000000 Penalty: 3855.929688
	Iteration 16Q: 3 clusters Score -1.517292e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 109776 members 
Entering Unmasked Estep 
Score: -15173175.000000 Penalty: 3855.929688
	Iteration 17Q: 3 clusters Score -1.517318e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -15173286.000000 Penalty: 3855.929688
	Iteration 18Q: 3 clusters Score -1.517329e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 111639 members 
Entering Unmasked Estep 
Score: -15173509.000000 Penalty: 3855.929688
	Iteration 19Q: 3 clusters Score -1.517351e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 112529 members 
Entering Unmasked Estep 
Score: -15173637.000000 Penalty: 3855.929688
	Iteration 20F: 3 clusters Score -1.517364e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 113404 members 
Entering Unmasked Estep 
Score: -15173779.000000 Penalty: 3855.929688
	Iteration 21Q: 3 clusters Score -1.517378e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -15173923.000000 Penalty: 3855.929688
	Iteration 22Q: 3 clusters Score -1.517392e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -15174079.000000 Penalty: 3855.929688
	Iteration 23Q: 3 clusters Score -1.517408e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -15174181.000000 Penalty: 3855.929688
	Iteration 24Q: 3 clusters Score -1.517418e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 116661 members 
Entering Unmasked Estep 
Score: -15174277.000000 Penalty: 3855.929688
	Iteration 25Q: 3 clusters Score -1.517428e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -15174368.000000 Penalty: 3855.929688
	Iteration 26Q: 3 clusters Score -1.517437e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -15174492.000000 Penalty: 3855.929688
	Iteration 27Q: 3 clusters Score -1.517449e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -15174628.000000 Penalty: 3855.929688
	Iteration 28Q: 3 clusters Score -1.517463e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -15174694.000000 Penalty: 3855.929688
	Iteration 29Q: 3 clusters Score -1.517469e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -15174763.000000 Penalty: 3855.929688
	Iteration 30Q: 3 clusters Score -1.517476e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -15174945.000000 Penalty: 3855.929688
	Iteration 31Q: 3 clusters Score -1.517494e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -15175091.000000 Penalty: 3855.929688
	Iteration 32Q: 3 clusters Score -1.517509e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 122482 members 
Entering Unmasked Estep 
Score: -15175149.000000 Penalty: 3855.929688
	Iteration 33Q: 3 clusters Score -1.517515e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15175290.000000 Penalty: 3855.929688
	Iteration 34Q: 3 clusters Score -1.517529e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -15175427.000000 Penalty: 3855.929688
	Iteration 35Q: 3 clusters Score -1.517543e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -15175512.000000 Penalty: 3855.929688
	Iteration 36Q: 3 clusters Score -1.517551e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -15175576.000000 Penalty: 3855.929688
	Iteration 37Q: 3 clusters Score -1.517558e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -15175681.000000 Penalty: 3855.929688
	Iteration 38Q: 3 clusters Score -1.517568e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -15175747.000000 Penalty: 3855.929688
	Iteration 39Q: 3 clusters Score -1.517575e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -15175879.000000 Penalty: 3855.929688
	Iteration 40F: 3 clusters Score -1.517588e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -15175984.000000 Penalty: 3855.929688
	Iteration 41Q: 3 clusters Score -1.517598e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -15176084.000000 Penalty: 3855.929688
	Iteration 42Q: 3 clusters Score -1.517608e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 128240 members 
Entering Unmasked Estep 
Score: -15176195.000000 Penalty: 3855.929688
	Iteration 43Q: 3 clusters Score -1.51762e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 128739 members 
Entering Unmasked Estep 
Score: -15176287.000000 Penalty: 3855.929688
	Iteration 44Q: 3 clusters Score -1.517629e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -15176317.000000 Penalty: 3855.929688
	Iteration 45Q: 3 clusters Score -1.517632e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -15176414.000000 Penalty: 3855.929688
	Iteration 46Q: 3 clusters Score -1.517641e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -15176467.000000 Penalty: 3855.929688
	Iteration 47Q: 3 clusters Score -1.517647e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 130395 members 
Entering Unmasked Estep 
Score: -15176546.000000 Penalty: 3855.929688
	Iteration 48Q: 3 clusters Score -1.517655e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -15176595.000000 Penalty: 3855.929688
	Iteration 49Q: 3 clusters Score -1.51766e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -15176602.000000 Penalty: 3855.929688
	Iteration 50Q: 3 clusters Score -1.51766e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 131349 members 
Entering Unmasked Estep 
Score: -15176565.000000 Penalty: 3855.929688
	Iteration 51Q: 3 clusters Score -1.517656e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 131628 members 
Entering Unmasked Estep 
Score: -15176639.000000 Penalty: 3855.929688
	Iteration 52Q: 3 clusters Score -1.517664e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 131877 members 
Entering Unmasked Estep 
Score: -15176655.000000 Penalty: 3855.929688
	Iteration 53Q: 3 clusters Score -1.517666e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -15176662.000000 Penalty: 3855.929688
	Iteration 54Q: 3 clusters Score -1.517666e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -15176632.000000 Penalty: 3855.929688
	Iteration 55Q: 3 clusters Score -1.517663e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -15176669.000000 Penalty: 3855.929688
	Iteration 56Q: 3 clusters Score -1.517667e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 132724 members 
Entering Unmasked Estep 
Score: -15176699.000000 Penalty: 3855.929688
	Iteration 57Q: 3 clusters Score -1.51767e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -15176723.000000 Penalty: 3855.929688
	Iteration 58Q: 3 clusters Score -1.517672e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -15176733.000000 Penalty: 3855.929688
	Iteration 59Q: 3 clusters Score -1.517673e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -15176757.000000 Penalty: 3855.929688
	Iteration 60F: 3 clusters Score -1.517676e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -15176759.000000 Penalty: 3855.929688
	Iteration 61Q: 3 clusters Score -1.517676e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 133609 members 
Entering Unmasked Estep 
Score: -15176770.000000 Penalty: 3855.929688
	Iteration 62Q: 3 clusters Score -1.517677e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -15176818.000000 Penalty: 3855.929688
	Iteration 63Q: 3 clusters Score -1.517682e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 133902 members 
Entering Unmasked Estep 
Score: -15176863.000000 Penalty: 3855.929688
	Iteration 64Q: 3 clusters Score -1.517686e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -15176901.000000 Penalty: 3855.929688
	Iteration 65Q: 3 clusters Score -1.51769e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -15176935.000000 Penalty: 3855.929688
	Iteration 66Q: 3 clusters Score -1.517694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -15176948.000000 Penalty: 3855.929688
	Iteration 67Q: 3 clusters Score -1.517695e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -15176993.000000 Penalty: 3855.929688
	Iteration 68Q: 3 clusters Score -1.517699e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -15177019.000000 Penalty: 3855.929688
	Iteration 69Q: 3 clusters Score -1.517702e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -15177047.000000 Penalty: 3855.929688
	Iteration 70Q: 3 clusters Score -1.517705e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 134872 members 
Entering Unmasked Estep 
Score: -15177049.000000 Penalty: 3855.929688
	Iteration 71Q: 3 clusters Score -1.517705e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 134962 members 
Entering Unmasked Estep 
Score: -15177021.000000 Penalty: 3855.929688
	Iteration 72Q: 3 clusters Score -1.517702e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -15177040.000000 Penalty: 3855.929688
	Iteration 73Q: 3 clusters Score -1.517704e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -15177018.000000 Penalty: 3855.929688
	Iteration 74Q: 3 clusters Score -1.517702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 135194 members 
Entering Unmasked Estep 
Score: -15177032.000000 Penalty: 3855.929688
	Iteration 75Q: 3 clusters Score -1.517703e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -15177039.000000 Penalty: 3855.929688
	Iteration 76Q: 3 clusters Score -1.517704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -15177044.000000 Penalty: 3855.929688
	Iteration 77Q: 3 clusters Score -1.517704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -15177058.000000 Penalty: 3855.929688
	Iteration 78Q: 3 clusters Score -1.517706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 135437 members 
Entering Unmasked Estep 
Score: -15177058.000000 Penalty: 3855.929688
	Iteration 79Q: 3 clusters Score -1.517706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -15177059.000000 Penalty: 3855.929688
	Iteration 80F: 3 clusters Score -1.517706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 135531 members 
Entering Unmasked Estep 
Score: -15177061.000000 Penalty: 3855.929688
	Iteration 81Q: 3 clusters Score -1.517706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 135577 members 
Entering Unmasked Estep 
Score: -15177061.000000 Penalty: 3855.929688
	Iteration 82Q: 3 clusters Score -1.517706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 135623 members 
Entering Unmasked Estep 
Score: -15177072.000000 Penalty: 3855.929688
	Iteration 83Q: 3 clusters Score -1.517707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -15177065.000000 Penalty: 3855.929688
	Iteration 84Q: 3 clusters Score -1.517706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 135691 members 
Entering Unmasked Estep 
Score: -15177064.000000 Penalty: 3855.929688
	Iteration 85Q: 3 clusters Score -1.517706e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -15177062.000000 Penalty: 3855.929688
	Iteration 86Q: 3 clusters Score -1.517706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -15177062.000000 Penalty: 3855.929688
	Iteration 87Q: 3 clusters Score -1.517706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 135781 members 
Entering Unmasked Estep 
Score: -15177062.000000 Penalty: 3855.929688
	Iteration 88Q: 3 clusters Score -1.517706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 135799 members 
Entering Unmasked Estep 
Score: -15177058.000000 Penalty: 3855.929688
	Iteration 89Q: 3 clusters Score -1.517706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -15177065.000000 Penalty: 3855.929688
	Iteration 90Q: 3 clusters Score -1.517706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -15177065.000000 Penalty: 3855.929688
	Iteration 91Q: 3 clusters Score -1.517706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 135842 members 
Entering Unmasked Estep 
Score: -15177067.000000 Penalty: 3855.929688
	Iteration 92Q: 3 clusters Score -1.517707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -15177081.000000 Penalty: 3855.929688
	Iteration 93Q: 3 clusters Score -1.517708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -15177075.000000 Penalty: 3855.929688
	Iteration 94Q: 3 clusters Score -1.517708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -15177074.000000 Penalty: 3855.929688
	Iteration 95Q: 3 clusters Score -1.517707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 135881 members 
Entering Unmasked Estep 
Score: -15177066.000000 Penalty: 3855.929688
	Iteration 96Q: 3 clusters Score -1.517707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 135898 members 
Entering Unmasked Estep 
Score: -15177081.000000 Penalty: 3855.929688
	Iteration 97Q: 3 clusters Score -1.517708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -15177087.000000 Penalty: 3855.929688
	Iteration 98Q: 3 clusters Score -1.517709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 135927 members 
Entering Unmasked Estep 
Score: -15177086.000000 Penalty: 3855.929688
	Iteration 99Q: 3 clusters Score -1.517709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -15177077.000000 Penalty: 3855.929688
	Iteration 100F: 3 clusters Score -1.517708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 135952 members 
Entering Unmasked Estep 
Score: -15177092.000000 Penalty: 3855.929688
	Iteration 101Q: 3 clusters Score -1.517709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -15177086.000000 Penalty: 3855.929688
	Iteration 102Q: 3 clusters Score -1.517709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 135966 members 
Entering Unmasked Estep 
Score: -15177078.000000 Penalty: 3855.929688
	Iteration 103Q: 3 clusters Score -1.517708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -15177083.000000 Penalty: 3855.929688
	Iteration 104Q: 3 clusters Score -1.517708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -15177082.000000 Penalty: 3855.929688
	Iteration 105Q: 3 clusters Score -1.517708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -15177085.000000 Penalty: 3855.929688
	Iteration 106Q: 3 clusters Score -1.517708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -15177083.000000 Penalty: 3855.929688
	Iteration 107Q: 3 clusters Score -1.517708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -15177091.000000 Penalty: 3855.929688
	Iteration 108Q: 3 clusters Score -1.517709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -15177085.000000 Penalty: 3855.929688
	Iteration 109Q: 3 clusters Score -1.517708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -15177093.000000 Penalty: 3855.929688
	Iteration 110Q: 3 clusters Score -1.517709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -15177094.000000 Penalty: 3855.929688
	Iteration 111Q: 3 clusters Score -1.517709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 136083 members 
Entering Unmasked Estep 
Score: -15177109.000000 Penalty: 3855.929688
	Iteration 112Q: 3 clusters Score -1.517711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -15177110.000000 Penalty: 3855.929688
	Iteration 113Q: 3 clusters Score -1.517711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -15177098.000000 Penalty: 3855.929688
	Iteration 114Q: 3 clusters Score -1.51771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -15177092.000000 Penalty: 3855.929688
	Iteration 115Q: 3 clusters Score -1.517709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -15177103.000000 Penalty: 3855.929688
	Iteration 116Q: 3 clusters Score -1.51771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -15177088.000000 Penalty: 3855.929688
	Iteration 117Q: 3 clusters Score -1.517709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -15177072.000000 Penalty: 3855.929688
	Iteration 118Q: 3 clusters Score -1.517707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -15177069.000000 Penalty: 3855.929688
	Iteration 119Q: 3 clusters Score -1.517707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -15177052.000000 Penalty: 3855.929688
	Iteration 120F: 3 clusters Score -1.517705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 136197 members 
Entering Unmasked Estep 
Score: -15177074.000000 Penalty: 3855.929688
	Iteration 121Q: 3 clusters Score -1.517707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -15177063.000000 Penalty: 3855.929688
	Iteration 122Q: 3 clusters Score -1.517706e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 136248 members 
Entering Unmasked Estep 
Score: -15177068.000000 Penalty: 3855.929688
	Iteration 123Q: 3 clusters Score -1.517707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -15177081.000000 Penalty: 3855.929688
	Iteration 124Q: 3 clusters Score -1.517708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -15177065.000000 Penalty: 3855.929688
	Iteration 125Q: 3 clusters Score -1.517706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -15177071.000000 Penalty: 3855.929688
	Iteration 126Q: 3 clusters Score -1.517707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -15177086.000000 Penalty: 3855.929688
	Iteration 127Q: 3 clusters Score -1.517709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
Score: -15177078.000000 Penalty: 3855.929688
	Iteration 128Q: 3 clusters Score -1.517708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -15177089.000000 Penalty: 3855.929688
	Iteration 129Q: 3 clusters Score -1.517709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 136344 members 
Entering Unmasked Estep 
Score: -15177082.000000 Penalty: 3855.929688
	Iteration 130Q: 3 clusters Score -1.517708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -15177084.000000 Penalty: 3855.929688
	Iteration 131Q: 3 clusters Score -1.517708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -15177085.000000 Penalty: 3855.929688
	Iteration 132Q: 3 clusters Score -1.517708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 136359 members 
Entering Unmasked Estep 
Score: -15177091.000000 Penalty: 3855.929688
	Iteration 133Q: 3 clusters Score -1.517709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -15177086.000000 Penalty: 3855.929688
	Iteration 134Q: 3 clusters Score -1.517709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -15177089.000000 Penalty: 3855.929688
	Iteration 135Q: 3 clusters Score -1.517709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 136371 members 
Entering Unmasked Estep 
Score: -15177079.000000 Penalty: 3855.929688
	Iteration 136Q: 3 clusters Score -1.517708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 136373 members 
Entering Unmasked Estep 
Score: -15177085.000000 Penalty: 3855.929688
	Iteration 137Q: 3 clusters Score -1.517708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -15177089.000000 Penalty: 3855.929688
	Iteration 138Q: 3 clusters Score -1.517709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -15177089.000000 Penalty: 3855.929688
	Iteration 139F: 3 clusters Score -1.517709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Entering Unmasked Estep 
Score: -1353071.750000 Penalty: 1539.289429
	Iteration 0F: 2 clusters Score -1353072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1343968.500000 Penalty: 3078.578857
	Iteration 0F: 3 clusters Score -1343968 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1347052.750000 Penalty: 3078.578857
	Iteration 1F: 3 clusters Score -1347053 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1347349.250000 Penalty: 3078.578857
	Iteration 2F: 3 clusters Score -1347349 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1347625.500000 Penalty: 3078.578857
	Iteration 3Q: 3 clusters Score -1347626 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1347901.875000 Penalty: 3078.578857
	Iteration 4Q: 3 clusters Score -1347902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1348236.000000 Penalty: 3078.578857
	Iteration 5Q: 3 clusters Score -1348236 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1348612.000000 Penalty: 3078.578857
	Iteration 6Q: 3 clusters Score -1348612 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1348941.875000 Penalty: 3078.578857
	Iteration 7Q: 3 clusters Score -1348942 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1349225.750000 Penalty: 3078.578857
	Iteration 8Q: 3 clusters Score -1349226 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1349474.625000 Penalty: 3078.578857
	Iteration 9Q: 3 clusters Score -1349475 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1349650.125000 Penalty: 3078.578857
	Iteration 10Q: 3 clusters Score -1349650 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1349802.000000 Penalty: 3078.578857
	Iteration 11Q: 3 clusters Score -1349802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1349946.625000 Penalty: 3078.578857
	Iteration 12Q: 3 clusters Score -1349947 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1350068.875000 Penalty: 3078.578857
	Iteration 13Q: 3 clusters Score -1350069 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1350192.125000 Penalty: 3078.578857
	Iteration 14Q: 3 clusters Score -1350192 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1350318.625000 Penalty: 3078.578857
	Iteration 15Q: 3 clusters Score -1350319 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1350455.375000 Penalty: 3078.578857
	Iteration 16Q: 3 clusters Score -1350455 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1350589.875000 Penalty: 3078.578857
	Iteration 17Q: 3 clusters Score -1350590 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1350737.375000 Penalty: 3078.578857
	Iteration 18Q: 3 clusters Score -1350737 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1350880.125000 Penalty: 3078.578857
	Iteration 19Q: 3 clusters Score -1350880 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1351044.750000 Penalty: 3078.578857
	Iteration 20F: 3 clusters Score -1351045 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1351187.375000 Penalty: 3078.578857
	Iteration 21Q: 3 clusters Score -1351187 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1351316.500000 Penalty: 3078.578857
	Iteration 22Q: 3 clusters Score -1351316 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1351424.625000 Penalty: 3078.578857
	Iteration 23Q: 3 clusters Score -1351425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1351512.500000 Penalty: 3078.578857
	Iteration 24Q: 3 clusters Score -1351512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1351573.000000 Penalty: 3078.578857
	Iteration 25Q: 3 clusters Score -1351573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1351624.500000 Penalty: 3078.578857
	Iteration 26Q: 3 clusters Score -1351624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1351663.000000 Penalty: 3078.578857
	Iteration 27Q: 3 clusters Score -1351663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1351698.750000 Penalty: 3078.578857
	Iteration 28Q: 3 clusters Score -1351699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1351738.875000 Penalty: 3078.578857
	Iteration 29Q: 3 clusters Score -1351739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1351768.000000 Penalty: 3078.578857
	Iteration 30Q: 3 clusters Score -1351768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1351783.250000 Penalty: 3078.578857
	Iteration 31Q: 3 clusters Score -1351783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1351796.500000 Penalty: 3078.578857
	Iteration 32Q: 3 clusters Score -1351796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1351798.875000 Penalty: 3078.578857
	Iteration 33Q: 3 clusters Score -1351799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1351804.500000 Penalty: 3078.578857
	Iteration 34Q: 3 clusters Score -1351804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1351807.875000 Penalty: 3078.578857
	Iteration 35Q: 3 clusters Score -1351808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1351810.750000 Penalty: 3078.578857
	Iteration 36Q: 3 clusters Score -1351811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1351809.875000 Penalty: 3078.578857
	Iteration 37Q: 3 clusters Score -1351810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1351811.000000 Penalty: 3078.578857
	Iteration 38Q: 3 clusters Score -1351811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1351811.000000 Penalty: 3078.578857
	Iteration 39F: 3 clusters Score -1351811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Entering Unmasked Estep 
Score: -17609922.000000 Penalty: 1951.260376
	Iteration 0F: 2 clusters Score -1.760992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -17503372.000000 Penalty: 3902.520752
	Iteration 0F: 3 clusters Score -1.750337e+07 nChanged 79334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -17550588.000000 Penalty: 3902.520752
	Iteration 1F: 3 clusters Score -1.755059e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -17552058.000000 Penalty: 3902.520752
	Iteration 2Q: 3 clusters Score -1.755206e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -17554342.000000 Penalty: 3902.520752
	Iteration 3Q: 3 clusters Score -1.755434e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -17557844.000000 Penalty: 3902.520752
	Iteration 4Q: 3 clusters Score -1.755784e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -17564234.000000 Penalty: 3902.520752
	Iteration 5F: 3 clusters Score -1.756423e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 123115 members 
Entering Unmasked Estep 
Score: -17573716.000000 Penalty: 3902.520752
	Iteration 6F: 3 clusters Score -1.757372e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -17585158.000000 Penalty: 3902.520752
	Iteration 7F: 3 clusters Score -1.758516e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -17595410.000000 Penalty: 3902.520752
	Iteration 8F: 3 clusters Score -1.759541e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -17602042.000000 Penalty: 3902.520752
	Iteration 9Q: 3 clusters Score -1.760204e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -17605374.000000 Penalty: 3902.520752
	Iteration 10Q: 3 clusters Score -1.760537e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -17606946.000000 Penalty: 3902.520752
	Iteration 11Q: 3 clusters Score -1.760695e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -17607560.000000 Penalty: 3902.520752
	Iteration 12Q: 3 clusters Score -1.760756e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -17607864.000000 Penalty: 3902.520752
	Iteration 13Q: 3 clusters Score -1.760786e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -17608014.000000 Penalty: 3902.520752
	Iteration 14Q: 3 clusters Score -1.760801e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -17608102.000000 Penalty: 3902.520752
	Iteration 15Q: 3 clusters Score -1.76081e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 163687 members 
Entering Unmasked Estep 
Score: -17608152.000000 Penalty: 3902.520752
	Iteration 16Q: 3 clusters Score -1.760815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -17608182.000000 Penalty: 3902.520752
	Iteration 17Q: 3 clusters Score -1.760818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 163736 members 
Entering Unmasked Estep 
Score: -17608202.000000 Penalty: 3902.520752
	Iteration 18Q: 3 clusters Score -1.76082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 163743 members 
Entering Unmasked Estep 
Score: -17608220.000000 Penalty: 3902.520752
	Iteration 19Q: 3 clusters Score -1.760822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -17608246.000000 Penalty: 3902.520752
	Iteration 20F: 3 clusters Score -1.760825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -17608282.000000 Penalty: 3902.520752
	Iteration 21Q: 3 clusters Score -1.760828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -17608274.000000 Penalty: 3902.520752
	Iteration 22Q: 3 clusters Score -1.760827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -17608290.000000 Penalty: 3902.520752
	Iteration 23Q: 3 clusters Score -1.760829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -17608300.000000 Penalty: 3902.520752
	Iteration 24Q: 3 clusters Score -1.76083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 163773 members 
Entering Unmasked Estep 
Score: -17608290.000000 Penalty: 3902.520752
	Iteration 25Q: 3 clusters Score -1.760829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -17608280.000000 Penalty: 3902.520752
	Iteration 26Q: 3 clusters Score -1.760828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -17608280.000000 Penalty: 3902.520752
	Iteration 27F: 3 clusters Score -1.760828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Entering Unmasked Estep 
Score: -2024521.375000 Penalty: 1601.962158
	Iteration 0F: 2 clusters Score -2024521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2011376.000000 Penalty: 3203.924316
	Iteration 0F: 3 clusters Score -2011376 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2016147.875000 Penalty: 3203.924316
	Iteration 1F: 3 clusters Score -2016148 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2016517.500000 Penalty: 3203.924316
	Iteration 2F: 3 clusters Score -2016518 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2016860.125000 Penalty: 3203.924316
	Iteration 3Q: 3 clusters Score -2016860 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2017219.500000 Penalty: 3203.924316
	Iteration 4Q: 3 clusters Score -2017220 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2017720.125000 Penalty: 3203.924316
	Iteration 5Q: 3 clusters Score -2017720 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2018313.500000 Penalty: 3203.924316
	Iteration 6F: 3 clusters Score -2018314 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2018976.125000 Penalty: 3203.924316
	Iteration 7F: 3 clusters Score -2018976 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2019594.125000 Penalty: 3203.924316
	Iteration 8F: 3 clusters Score -2019594 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2020178.000000 Penalty: 3203.924316
	Iteration 9F: 3 clusters Score -2020178 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2020646.875000 Penalty: 3203.924316
	Iteration 10Q: 3 clusters Score -2020647 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2021020.625000 Penalty: 3203.924316
	Iteration 11Q: 3 clusters Score -2021021 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2021327.125000 Penalty: 3203.924316
	Iteration 12Q: 3 clusters Score -2021327 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2021559.875000 Penalty: 3203.924316
	Iteration 13Q: 3 clusters Score -2021560 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2021756.000000 Penalty: 3203.924316
	Iteration 14Q: 3 clusters Score -2021756 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2021898.125000 Penalty: 3203.924316
	Iteration 15Q: 3 clusters Score -2021898 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2022008.000000 Penalty: 3203.924316
	Iteration 16Q: 3 clusters Score -2022008 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2022149.875000 Penalty: 3203.924316
	Iteration 17Q: 3 clusters Score -2022150 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2022267.250000 Penalty: 3203.924316
	Iteration 18Q: 3 clusters Score -2022267 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2022408.125000 Penalty: 3203.924316
	Iteration 19Q: 3 clusters Score -2022408 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2022573.375000 Penalty: 3203.924316
	Iteration 20F: 3 clusters Score -2022573 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2022723.000000 Penalty: 3203.924316
	Iteration 21Q: 3 clusters Score -2022723 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2022854.125000 Penalty: 3203.924316
	Iteration 22Q: 3 clusters Score -2022854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2022962.375000 Penalty: 3203.924316
	Iteration 23Q: 3 clusters Score -2022962 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2023052.000000 Penalty: 3203.924316
	Iteration 24Q: 3 clusters Score -2023052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2023130.750000 Penalty: 3203.924316
	Iteration 25Q: 3 clusters Score -2023131 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2023184.000000 Penalty: 3203.924316
	Iteration 26Q: 3 clusters Score -2023184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2023216.750000 Penalty: 3203.924316
	Iteration 27Q: 3 clusters Score -2023217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2023252.250000 Penalty: 3203.924316
	Iteration 28Q: 3 clusters Score -2023252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2023285.500000 Penalty: 3203.924316
	Iteration 29Q: 3 clusters Score -2023286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2023312.750000 Penalty: 3203.924316
	Iteration 30Q: 3 clusters Score -2023313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2023327.750000 Penalty: 3203.924316
	Iteration 31Q: 3 clusters Score -2023328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2023353.750000 Penalty: 3203.924316
	Iteration 32Q: 3 clusters Score -2023354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2023373.125000 Penalty: 3203.924316
	Iteration 33Q: 3 clusters Score -2023373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2023391.875000 Penalty: 3203.924316
	Iteration 34Q: 3 clusters Score -2023392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2023403.375000 Penalty: 3203.924316
	Iteration 35Q: 3 clusters Score -2023403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2023411.625000 Penalty: 3203.924316
	Iteration 36Q: 3 clusters Score -2023412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2023417.875000 Penalty: 3203.924316
	Iteration 37Q: 3 clusters Score -2023418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2023425.875000 Penalty: 3203.924316
	Iteration 38Q: 3 clusters Score -2023426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2023440.375000 Penalty: 3203.924316
	Iteration 39Q: 3 clusters Score -2023440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2023444.125000 Penalty: 3203.924316
	Iteration 40F: 3 clusters Score -2023444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2023452.750000 Penalty: 3203.924316
	Iteration 41Q: 3 clusters Score -2023453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2023456.000000 Penalty: 3203.924316
	Iteration 42Q: 3 clusters Score -2023456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2023452.750000 Penalty: 3203.924316
	Iteration 43Q: 3 clusters Score -2023453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2023461.750000 Penalty: 3203.924316
	Iteration 44Q: 3 clusters Score -2023462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2023465.000000 Penalty: 3203.924316
	Iteration 45Q: 3 clusters Score -2023465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2023475.000000 Penalty: 3203.924316
	Iteration 46Q: 3 clusters Score -2023475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2023481.875000 Penalty: 3203.924316
	Iteration 47Q: 3 clusters Score -2023482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2023483.875000 Penalty: 3203.924316
	Iteration 48Q: 3 clusters Score -2023484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2023480.250000 Penalty: 3203.924316
	Iteration 49Q: 3 clusters Score -2023480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2023481.000000 Penalty: 3203.924316
	Iteration 50Q: 3 clusters Score -2023481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2023486.500000 Penalty: 3203.924316
	Iteration 51Q: 3 clusters Score -2023486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2023486.750000 Penalty: 3203.924316
	Iteration 52Q: 3 clusters Score -2023487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2023488.375000 Penalty: 3203.924316
	Iteration 53Q: 3 clusters Score -2023488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2023492.000000 Penalty: 3203.924316
	Iteration 54Q: 3 clusters Score -2023492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2023492.875000 Penalty: 3203.924316
	Iteration 55Q: 3 clusters Score -2023493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2023491.250000 Penalty: 3203.924316
	Iteration 56Q: 3 clusters Score -2023491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2023491.500000 Penalty: 3203.924316
	Iteration 57Q: 3 clusters Score -2023492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2023491.500000 Penalty: 3203.924316
	Iteration 58F: 3 clusters Score -2023492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Entering Unmasked Estep 
Score: -6196114.000000 Penalty: 1786.008179
	Iteration 0F: 2 clusters Score -6196114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -6156781.000000 Penalty: 3572.016357
	Iteration 0F: 3 clusters Score -6156781 nChanged 27739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -6172174.500000 Penalty: 3572.016357
	Iteration 1F: 3 clusters Score -6172174 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6172531.500000 Penalty: 3572.016357
	Iteration 2Q: 3 clusters Score -6172532 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -6172848.000000 Penalty: 3572.016357
	Iteration 3Q: 3 clusters Score -6172848 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6173151.000000 Penalty: 3572.016357
	Iteration 4Q: 3 clusters Score -6173151 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -6173474.500000 Penalty: 3572.016357
	Iteration 5Q: 3 clusters Score -6173474 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6173873.000000 Penalty: 3572.016357
	Iteration 6Q: 3 clusters Score -6173873 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6174458.500000 Penalty: 3572.016357
	Iteration 7Q: 3 clusters Score -6174458 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -6175054.000000 Penalty: 3572.016357
	Iteration 8Q: 3 clusters Score -6175054 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -6175838.500000 Penalty: 3572.016357
	Iteration 9Q: 3 clusters Score -6175838 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -6176983.000000 Penalty: 3572.016357
	Iteration 10Q: 3 clusters Score -6176983 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -6178355.500000 Penalty: 3572.016357
	Iteration 11Q: 3 clusters Score -6178356 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6180130.500000 Penalty: 3572.016357
	Iteration 12F: 3 clusters Score -6180130 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -6182426.500000 Penalty: 3572.016357
	Iteration 13F: 3 clusters Score -6182426 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -6185322.500000 Penalty: 3572.016357
	Iteration 14F: 3 clusters Score -6185322 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6188410.000000 Penalty: 3572.016357
	Iteration 15F: 3 clusters Score -6188410 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6191028.000000 Penalty: 3572.016357
	Iteration 16Q: 3 clusters Score -6191028 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6192891.500000 Penalty: 3572.016357
	Iteration 17Q: 3 clusters Score -6192892 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6193913.500000 Penalty: 3572.016357
	Iteration 18Q: 3 clusters Score -6193914 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6194357.000000 Penalty: 3572.016357
	Iteration 19Q: 3 clusters Score -6194357 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6194615.000000 Penalty: 3572.016357
	Iteration 20F: 3 clusters Score -6194615 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6194783.000000 Penalty: 3572.016357
	Iteration 21Q: 3 clusters Score -6194783 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6194845.500000 Penalty: 3572.016357
	Iteration 22Q: 3 clusters Score -6194846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6194890.500000 Penalty: 3572.016357
	Iteration 23Q: 3 clusters Score -6194890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6194935.500000 Penalty: 3572.016357
	Iteration 24Q: 3 clusters Score -6194936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6194960.500000 Penalty: 3572.016357
	Iteration 25Q: 3 clusters Score -6194960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6194986.000000 Penalty: 3572.016357
	Iteration 26Q: 3 clusters Score -6194986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6194990.500000 Penalty: 3572.016357
	Iteration 27Q: 3 clusters Score -6194990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6194998.000000 Penalty: 3572.016357
	Iteration 28Q: 3 clusters Score -6194998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6195020.000000 Penalty: 3572.016357
	Iteration 29Q: 3 clusters Score -6195020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6195021.500000 Penalty: 3572.016357
	Iteration 30Q: 3 clusters Score -6195022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6195027.500000 Penalty: 3572.016357
	Iteration 31Q: 3 clusters Score -6195028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6195036.500000 Penalty: 3572.016357
	Iteration 32Q: 3 clusters Score -6195036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6195044.000000 Penalty: 3572.016357
	Iteration 33Q: 3 clusters Score -6195044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6195059.000000 Penalty: 3572.016357
	Iteration 34Q: 3 clusters Score -6195059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6195075.000000 Penalty: 3572.016357
	Iteration 35Q: 3 clusters Score -6195075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6195082.000000 Penalty: 3572.016357
	Iteration 36Q: 3 clusters Score -6195082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6195072.000000 Penalty: 3572.016357
	Iteration 37Q: 3 clusters Score -6195072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6195075.500000 Penalty: 3572.016357
	Iteration 38Q: 3 clusters Score -6195076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6195069.500000 Penalty: 3572.016357
	Iteration 39Q: 3 clusters Score -6195070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6195070.500000 Penalty: 3572.016357
	Iteration 40F: 3 clusters Score -6195070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6195083.000000 Penalty: 3572.016357
	Iteration 41Q: 3 clusters Score -6195083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6195075.500000 Penalty: 3572.016357
	Iteration 42Q: 3 clusters Score -6195076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6195073.000000 Penalty: 3572.016357
	Iteration 43Q: 3 clusters Score -6195073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6195070.500000 Penalty: 3572.016357
	Iteration 44Q: 3 clusters Score -6195070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6195073.000000 Penalty: 3572.016357
	Iteration 45Q: 3 clusters Score -6195073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6195072.000000 Penalty: 3572.016357
	Iteration 46Q: 3 clusters Score -6195072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6195074.000000 Penalty: 3572.016357
	Iteration 47Q: 3 clusters Score -6195074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6195072.000000 Penalty: 3572.016357
	Iteration 48Q: 3 clusters Score -6195072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6195068.000000 Penalty: 3572.016357
	Iteration 49Q: 3 clusters Score -6195068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6195064.500000 Penalty: 3572.016357
	Iteration 50Q: 3 clusters Score -6195064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6195076.000000 Penalty: 3572.016357
	Iteration 51Q: 3 clusters Score -6195076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6195077.000000 Penalty: 3572.016357
	Iteration 52Q: 3 clusters Score -6195077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6195075.000000 Penalty: 3572.016357
	Iteration 53Q: 3 clusters Score -6195075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6195076.500000 Penalty: 3572.016357
	Iteration 54Q: 3 clusters Score -6195076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6195077.000000 Penalty: 3572.016357
	Iteration 55Q: 3 clusters Score -6195077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6195083.500000 Penalty: 3572.016357
	Iteration 56Q: 3 clusters Score -6195084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6195081.500000 Penalty: 3572.016357
	Iteration 57Q: 3 clusters Score -6195082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6195079.500000 Penalty: 3572.016357
	Iteration 58Q: 3 clusters Score -6195080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6195080.500000 Penalty: 3572.016357
	Iteration 59Q: 3 clusters Score -6195080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6195078.000000 Penalty: 3572.016357
	Iteration 60F: 3 clusters Score -6195078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6195073.000000 Penalty: 3572.016357
	Iteration 61Q: 3 clusters Score -6195073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6195076.000000 Penalty: 3572.016357
	Iteration 62Q: 3 clusters Score -6195076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6195079.500000 Penalty: 3572.016357
	Iteration 63Q: 3 clusters Score -6195080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6195077.500000 Penalty: 3572.016357
	Iteration 64Q: 3 clusters Score -6195078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6195084.500000 Penalty: 3572.016357
	Iteration 65Q: 3 clusters Score -6195084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6195084.500000 Penalty: 3572.016357
	Iteration 66Q: 3 clusters Score -6195084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6195085.500000 Penalty: 3572.016357
	Iteration 67Q: 3 clusters Score -6195086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6195077.000000 Penalty: 3572.016357
	Iteration 68Q: 3 clusters Score -6195077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6195081.500000 Penalty: 3572.016357
	Iteration 69Q: 3 clusters Score -6195082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6195080.500000 Penalty: 3572.016357
	Iteration 70Q: 3 clusters Score -6195080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6195081.000000 Penalty: 3572.016357
	Iteration 71Q: 3 clusters Score -6195081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6195080.500000 Penalty: 3572.016357
	Iteration 72Q: 3 clusters Score -6195080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6195078.500000 Penalty: 3572.016357
	Iteration 73Q: 3 clusters Score -6195078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6195081.500000 Penalty: 3572.016357
	Iteration 74Q: 3 clusters Score -6195082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6195084.500000 Penalty: 3572.016357
	Iteration 75Q: 3 clusters Score -6195084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6195085.500000 Penalty: 3572.016357
	Iteration 76Q: 3 clusters Score -6195086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6195083.500000 Penalty: 3572.016357
	Iteration 77Q: 3 clusters Score -6195084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6195082.500000 Penalty: 3572.016357
	Iteration 78Q: 3 clusters Score -6195082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6195082.500000 Penalty: 3572.016357
	Iteration 79F: 3 clusters Score -6195082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Entering Unmasked Estep 
Score: -1353778.875000 Penalty: 1538.046997
	Iteration 0F: 2 clusters Score -1353779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1344947.250000 Penalty: 3076.093994
	Iteration 0F: 3 clusters Score -1344947 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1347823.500000 Penalty: 3076.093994
	Iteration 1F: 3 clusters Score -1347824 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1348109.125000 Penalty: 3076.093994
	Iteration 2F: 3 clusters Score -1348109 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1348340.625000 Penalty: 3076.093994
	Iteration 3Q: 3 clusters Score -1348341 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1348528.375000 Penalty: 3076.093994
	Iteration 4Q: 3 clusters Score -1348528 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1348692.000000 Penalty: 3076.093994
	Iteration 5Q: 3 clusters Score -1348692 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1348851.375000 Penalty: 3076.093994
	Iteration 6Q: 3 clusters Score -1348851 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1349005.750000 Penalty: 3076.093994
	Iteration 7Q: 3 clusters Score -1349006 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1349154.750000 Penalty: 3076.093994
	Iteration 8Q: 3 clusters Score -1349155 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1349320.625000 Penalty: 3076.093994
	Iteration 9Q: 3 clusters Score -1349321 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1349496.000000 Penalty: 3076.093994
	Iteration 10Q: 3 clusters Score -1349496 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1349719.250000 Penalty: 3076.093994
	Iteration 11Q: 3 clusters Score -1349719 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1349980.750000 Penalty: 3076.093994
	Iteration 12Q: 3 clusters Score -1349981 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1350282.375000 Penalty: 3076.093994
	Iteration 13Q: 3 clusters Score -1350282 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1350589.375000 Penalty: 3076.093994
	Iteration 14Q: 3 clusters Score -1350589 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1350892.375000 Penalty: 3076.093994
	Iteration 15Q: 3 clusters Score -1350892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1351143.000000 Penalty: 3076.093994
	Iteration 16Q: 3 clusters Score -1351143 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1351383.375000 Penalty: 3076.093994
	Iteration 17Q: 3 clusters Score -1351383 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1351593.125000 Penalty: 3076.093994
	Iteration 18Q: 3 clusters Score -1351593 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1351755.875000 Penalty: 3076.093994
	Iteration 19Q: 3 clusters Score -1351756 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1351883.125000 Penalty: 3076.093994
	Iteration 20F: 3 clusters Score -1351883 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1351956.000000 Penalty: 3076.093994
	Iteration 21Q: 3 clusters Score -1351956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1352012.500000 Penalty: 3076.093994
	Iteration 22Q: 3 clusters Score -1352012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1352067.875000 Penalty: 3076.093994
	Iteration 23Q: 3 clusters Score -1352068 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1352110.125000 Penalty: 3076.093994
	Iteration 24Q: 3 clusters Score -1352110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1352150.750000 Penalty: 3076.093994
	Iteration 25Q: 3 clusters Score -1352151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1352186.250000 Penalty: 3076.093994
	Iteration 26Q: 3 clusters Score -1352186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1352225.125000 Penalty: 3076.093994
	Iteration 27Q: 3 clusters Score -1352225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1352270.375000 Penalty: 3076.093994
	Iteration 28Q: 3 clusters Score -1352270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1352318.500000 Penalty: 3076.093994
	Iteration 29Q: 3 clusters Score -1352318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1352387.750000 Penalty: 3076.093994
	Iteration 30Q: 3 clusters Score -1352388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1352475.250000 Penalty: 3076.093994
	Iteration 31Q: 3 clusters Score -1352475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1352546.750000 Penalty: 3076.093994
	Iteration 32Q: 3 clusters Score -1352547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1352587.750000 Penalty: 3076.093994
	Iteration 33Q: 3 clusters Score -1352588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1352614.625000 Penalty: 3076.093994
	Iteration 34Q: 3 clusters Score -1352615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1352637.000000 Penalty: 3076.093994
	Iteration 35Q: 3 clusters Score -1352637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1352651.750000 Penalty: 3076.093994
	Iteration 36Q: 3 clusters Score -1352652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1352671.250000 Penalty: 3076.093994
	Iteration 37Q: 3 clusters Score -1352671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1352684.125000 Penalty: 3076.093994
	Iteration 38Q: 3 clusters Score -1352684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1352691.250000 Penalty: 3076.093994
	Iteration 39Q: 3 clusters Score -1352691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1352697.750000 Penalty: 3076.093994
	Iteration 40F: 3 clusters Score -1352698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1352703.875000 Penalty: 3076.093994
	Iteration 41Q: 3 clusters Score -1352704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1352704.250000 Penalty: 3076.093994
	Iteration 42Q: 3 clusters Score -1352704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1352701.750000 Penalty: 3076.093994
	Iteration 43Q: 3 clusters Score -1352702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1352705.125000 Penalty: 3076.093994
	Iteration 44Q: 3 clusters Score -1352705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1352712.750000 Penalty: 3076.093994
	Iteration 45Q: 3 clusters Score -1352713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1352717.500000 Penalty: 3076.093994
	Iteration 46Q: 3 clusters Score -1352718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1352719.875000 Penalty: 3076.093994
	Iteration 47Q: 3 clusters Score -1352720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1352723.375000 Penalty: 3076.093994
	Iteration 48Q: 3 clusters Score -1352723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1352724.250000 Penalty: 3076.093994
	Iteration 49Q: 3 clusters Score -1352724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1352726.375000 Penalty: 3076.093994
	Iteration 50Q: 3 clusters Score -1352726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1352731.750000 Penalty: 3076.093994
	Iteration 51Q: 3 clusters Score -1352732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1352731.125000 Penalty: 3076.093994
	Iteration 52Q: 3 clusters Score -1352731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1352734.500000 Penalty: 3076.093994
	Iteration 53Q: 3 clusters Score -1352734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1352736.875000 Penalty: 3076.093994
	Iteration 54Q: 3 clusters Score -1352737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1352737.500000 Penalty: 3076.093994
	Iteration 55Q: 3 clusters Score -1352738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1352737.125000 Penalty: 3076.093994
	Iteration 56Q: 3 clusters Score -1352737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1352741.125000 Penalty: 3076.093994
	Iteration 57Q: 3 clusters Score -1352741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1352742.750000 Penalty: 3076.093994
	Iteration 58Q: 3 clusters Score -1352743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1352743.250000 Penalty: 3076.093994
	Iteration 59Q: 3 clusters Score -1352743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1352743.875000 Penalty: 3076.093994
	Iteration 60F: 3 clusters Score -1352744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -22091.757812 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -22091.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21505.591797 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -21505.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22148.964844 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -22148.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22419.382812 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -22419.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22609.570312 Penalty: 1841.588623
	Iteration 3Q: 3 clusters Score -22609.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22867.878906 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -22867.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22952.380859 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -22952.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22952.380859 Penalty: 1841.588623
	Iteration 6F: 3 clusters Score -22952.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 164022 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 59327 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 151 members 
Mstep: Class 8 contains 166822 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 21635 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24018 members 
Mstep: Class 15 contains 88793 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 19 contains 36904 members 
Entering Unmasked Estep 
Score: -84468624.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84468920.000000 to -84468624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (166822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Entering Unmasked Estep 
Score: -17809418.000000 Penalty: 1954.010986
	Iteration 0F: 2 clusters Score -1.780942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -17701458.000000 Penalty: 3908.021973
	Iteration 0F: 3 clusters Score -1.770146e+07 nChanged 80375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -17751982.000000 Penalty: 3908.021973
	Iteration 1F: 3 clusters Score -1.775198e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -17756204.000000 Penalty: 3908.021973
	Iteration 2Q: 3 clusters Score -1.77562e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -17762118.000000 Penalty: 3908.021973
	Iteration 3F: 3 clusters Score -1.776212e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -17770638.000000 Penalty: 3908.021973
	Iteration 4F: 3 clusters Score -1.777064e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -17781126.000000 Penalty: 3908.021973
	Iteration 5F: 3 clusters Score -1.778113e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -17789612.000000 Penalty: 3908.021973
	Iteration 6F: 3 clusters Score -1.778961e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -17793586.000000 Penalty: 3908.021973
	Iteration 7Q: 3 clusters Score -1.779359e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -17795338.000000 Penalty: 3908.021973
	Iteration 8Q: 3 clusters Score -1.779534e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -17796482.000000 Penalty: 3908.021973
	Iteration 9Q: 3 clusters Score -1.779648e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -17797334.000000 Penalty: 3908.021973
	Iteration 10Q: 3 clusters Score -1.779733e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -17798092.000000 Penalty: 3908.021973
	Iteration 11Q: 3 clusters Score -1.779809e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -17798812.000000 Penalty: 3908.021973
	Iteration 12Q: 3 clusters Score -1.779881e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -17799400.000000 Penalty: 3908.021973
	Iteration 13Q: 3 clusters Score -1.77994e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -17799926.000000 Penalty: 3908.021973
	Iteration 14Q: 3 clusters Score -1.779993e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -17800418.000000 Penalty: 3908.021973
	Iteration 15Q: 3 clusters Score -1.780042e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -17800722.000000 Penalty: 3908.021973
	Iteration 16Q: 3 clusters Score -1.780072e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -17801004.000000 Penalty: 3908.021973
	Iteration 17Q: 3 clusters Score -1.7801e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -17801202.000000 Penalty: 3908.021973
	Iteration 18Q: 3 clusters Score -1.78012e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -17801382.000000 Penalty: 3908.021973
	Iteration 19Q: 3 clusters Score -1.780138e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -17801504.000000 Penalty: 3908.021973
	Iteration 20F: 3 clusters Score -1.78015e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -17801692.000000 Penalty: 3908.021973
	Iteration 21Q: 3 clusters Score -1.780169e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -17801866.000000 Penalty: 3908.021973
	Iteration 22Q: 3 clusters Score -1.780187e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -17801982.000000 Penalty: 3908.021973
	Iteration 23Q: 3 clusters Score -1.780198e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -17802086.000000 Penalty: 3908.021973
	Iteration 24Q: 3 clusters Score -1.780209e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -17802202.000000 Penalty: 3908.021973
	Iteration 25Q: 3 clusters Score -1.78022e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -17802280.000000 Penalty: 3908.021973
	Iteration 26Q: 3 clusters Score -1.780228e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -17802338.000000 Penalty: 3908.021973
	Iteration 27Q: 3 clusters Score -1.780234e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -17802392.000000 Penalty: 3908.021973
	Iteration 28Q: 3 clusters Score -1.780239e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -17802462.000000 Penalty: 3908.021973
	Iteration 29Q: 3 clusters Score -1.780246e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -17802604.000000 Penalty: 3908.021973
	Iteration 30Q: 3 clusters Score -1.78026e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118777 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -17802780.000000 Penalty: 3908.021973
	Iteration 31Q: 3 clusters Score -1.780278e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -17802846.000000 Penalty: 3908.021973
	Iteration 32Q: 3 clusters Score -1.780285e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120412 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -17802922.000000 Penalty: 3908.021973
	Iteration 33Q: 3 clusters Score -1.780292e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121241 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -17803018.000000 Penalty: 3908.021973
	Iteration 34Q: 3 clusters Score -1.780302e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122110 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -17803108.000000 Penalty: 3908.021973
	Iteration 35Q: 3 clusters Score -1.780311e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -17803284.000000 Penalty: 3908.021973
	Iteration 36Q: 3 clusters Score -1.780328e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123935 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -17803452.000000 Penalty: 3908.021973
	Iteration 37Q: 3 clusters Score -1.780345e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -17803632.000000 Penalty: 3908.021973
	Iteration 38Q: 3 clusters Score -1.780363e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -17803756.000000 Penalty: 3908.021973
	Iteration 39Q: 3 clusters Score -1.780376e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -17803916.000000 Penalty: 3908.021973
	Iteration 40F: 3 clusters Score -1.780392e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127704 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -17804078.000000 Penalty: 3908.021973
	Iteration 41Q: 3 clusters Score -1.780408e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -17804312.000000 Penalty: 3908.021973
	Iteration 42Q: 3 clusters Score -1.780431e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129647 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -17804494.000000 Penalty: 3908.021973
	Iteration 43Q: 3 clusters Score -1.780449e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130677 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -17804838.000000 Penalty: 3908.021973
	Iteration 44Q: 3 clusters Score -1.780484e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -17805022.000000 Penalty: 3908.021973
	Iteration 45Q: 3 clusters Score -1.780502e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -17805302.000000 Penalty: 3908.021973
	Iteration 46Q: 3 clusters Score -1.78053e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -17805458.000000 Penalty: 3908.021973
	Iteration 47Q: 3 clusters Score -1.780546e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134956 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -17805748.000000 Penalty: 3908.021973
	Iteration 48Q: 3 clusters Score -1.780575e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -17806012.000000 Penalty: 3908.021973
	Iteration 49Q: 3 clusters Score -1.780601e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137050 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -17806150.000000 Penalty: 3908.021973
	Iteration 50Q: 3 clusters Score -1.780615e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -17806344.000000 Penalty: 3908.021973
	Iteration 51Q: 3 clusters Score -1.780634e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -17806454.000000 Penalty: 3908.021973
	Iteration 52Q: 3 clusters Score -1.780645e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -17806674.000000 Penalty: 3908.021973
	Iteration 53Q: 3 clusters Score -1.780667e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141395 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -17806852.000000 Penalty: 3908.021973
	Iteration 54Q: 3 clusters Score -1.780685e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -17807030.000000 Penalty: 3908.021973
	Iteration 55Q: 3 clusters Score -1.780703e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143918 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -17807248.000000 Penalty: 3908.021973
	Iteration 56Q: 3 clusters Score -1.780725e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -17807506.000000 Penalty: 3908.021973
	Iteration 57Q: 3 clusters Score -1.780751e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146761 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -17807788.000000 Penalty: 3908.021973
	Iteration 58Q: 3 clusters Score -1.780779e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -17808030.000000 Penalty: 3908.021973
	Iteration 59Q: 3 clusters Score -1.780803e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149874 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -17808316.000000 Penalty: 3908.021973
	Iteration 60F: 3 clusters Score -1.780832e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -17808416.000000 Penalty: 3908.021973
	Iteration 61Q: 3 clusters Score -1.780842e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -17808554.000000 Penalty: 3908.021973
	Iteration 62Q: 3 clusters Score -1.780855e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154247 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -17808496.000000 Penalty: 3908.021973
	Iteration 63Q: 3 clusters Score -1.78085e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155606 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -17808482.000000 Penalty: 3908.021973
	Iteration 64Q: 3 clusters Score -1.780848e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -17808500.000000 Penalty: 3908.021973
	Iteration 65Q: 3 clusters Score -1.78085e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -17808508.000000 Penalty: 3908.021973
	Iteration 66Q: 3 clusters Score -1.780851e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -17808542.000000 Penalty: 3908.021973
	Iteration 67Q: 3 clusters Score -1.780854e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -17808456.000000 Penalty: 3908.021973
	Iteration 68Q: 3 clusters Score -1.780846e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -17808394.000000 Penalty: 3908.021973
	Iteration 69Q: 3 clusters Score -1.780839e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -17808480.000000 Penalty: 3908.021973
	Iteration 70Q: 3 clusters Score -1.780848e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -17808474.000000 Penalty: 3908.021973
	Iteration 71Q: 3 clusters Score -1.780847e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -17808484.000000 Penalty: 3908.021973
	Iteration 72Q: 3 clusters Score -1.780848e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -17808450.000000 Penalty: 3908.021973
	Iteration 73Q: 3 clusters Score -1.780845e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -17808396.000000 Penalty: 3908.021973
	Iteration 74Q: 3 clusters Score -1.78084e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -17808360.000000 Penalty: 3908.021973
	Iteration 75Q: 3 clusters Score -1.780836e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17808354.000000 Penalty: 3908.021973
	Iteration 76Q: 3 clusters Score -1.780835e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17808372.000000 Penalty: 3908.021973
	Iteration 77Q: 3 clusters Score -1.780837e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164900 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17808346.000000 Penalty: 3908.021973
	Iteration 78Q: 3 clusters Score -1.780835e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17808340.000000 Penalty: 3908.021973
	Iteration 79Q: 3 clusters Score -1.780834e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165167 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -17808358.000000 Penalty: 3908.021973
	Iteration 80F: 3 clusters Score -1.780836e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -17808356.000000 Penalty: 3908.021973
	Iteration 81Q: 3 clusters Score -1.780836e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -17808326.000000 Penalty: 3908.021973
	Iteration 82Q: 3 clusters Score -1.780833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -17808342.000000 Penalty: 3908.021973
	Iteration 83Q: 3 clusters Score -1.780834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17808330.000000 Penalty: 3908.021973
	Iteration 84Q: 3 clusters Score -1.780833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -17808292.000000 Penalty: 3908.021973
	Iteration 85Q: 3 clusters Score -1.780829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17808292.000000 Penalty: 3908.021973
	Iteration 86Q: 3 clusters Score -1.780829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -17808272.000000 Penalty: 3908.021973
	Iteration 87Q: 3 clusters Score -1.780827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -17808288.000000 Penalty: 3908.021973
	Iteration 88Q: 3 clusters Score -1.780829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17808294.000000 Penalty: 3908.021973
	Iteration 89Q: 3 clusters Score -1.780829e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17808292.000000 Penalty: 3908.021973
	Iteration 90Q: 3 clusters Score -1.780829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17808278.000000 Penalty: 3908.021973
	Iteration 91Q: 3 clusters Score -1.780828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165673 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17808266.000000 Penalty: 3908.021973
	Iteration 92Q: 3 clusters Score -1.780827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17808270.000000 Penalty: 3908.021973
	Iteration 93Q: 3 clusters Score -1.780827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17808272.000000 Penalty: 3908.021973
	Iteration 94Q: 3 clusters Score -1.780827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17808272.000000 Penalty: 3908.021973
	Iteration 95Q: 3 clusters Score -1.780827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -17808260.000000 Penalty: 3908.021973
	Iteration 96Q: 3 clusters Score -1.780826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -17808252.000000 Penalty: 3908.021973
	Iteration 97Q: 3 clusters Score -1.780825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17808260.000000 Penalty: 3908.021973
	Iteration 98Q: 3 clusters Score -1.780826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -17808236.000000 Penalty: 3908.021973
	Iteration 99Q: 3 clusters Score -1.780824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -17808242.000000 Penalty: 3908.021973
	Iteration 100F: 3 clusters Score -1.780824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -17808238.000000 Penalty: 3908.021973
	Iteration 101Q: 3 clusters Score -1.780824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -17808252.000000 Penalty: 3908.021973
	Iteration 102Q: 3 clusters Score -1.780825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -17808246.000000 Penalty: 3908.021973
	Iteration 103Q: 3 clusters Score -1.780825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165864 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -17808248.000000 Penalty: 3908.021973
	Iteration 104Q: 3 clusters Score -1.780825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -17808234.000000 Penalty: 3908.021973
	Iteration 105Q: 3 clusters Score -1.780823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165899 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -17808260.000000 Penalty: 3908.021973
	Iteration 106Q: 3 clusters Score -1.780826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17808270.000000 Penalty: 3908.021973
	Iteration 107Q: 3 clusters Score -1.780827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17808256.000000 Penalty: 3908.021973
	Iteration 108Q: 3 clusters Score -1.780826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165910 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -17808246.000000 Penalty: 3908.021973
	Iteration 109Q: 3 clusters Score -1.780825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17808266.000000 Penalty: 3908.021973
	Iteration 110Q: 3 clusters Score -1.780827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17808264.000000 Penalty: 3908.021973
	Iteration 111Q: 3 clusters Score -1.780826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17808264.000000 Penalty: 3908.021973
	Iteration 112F: 3 clusters Score -1.780826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -546062.125000 Penalty: 1395.644775
	Iteration 0F: 2 clusters Score -546062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -541956.375000 Penalty: 2791.289551
	Iteration 0F: 3 clusters Score -541956.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -543768.062500 Penalty: 2791.289551
	Iteration 1F: 3 clusters Score -543768.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -544517.500000 Penalty: 2791.289551
	Iteration 2F: 3 clusters Score -544517.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -544995.187500 Penalty: 2791.289551
	Iteration 3F: 3 clusters Score -544995.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -545303.562500 Penalty: 2791.289551
	Iteration 4F: 3 clusters Score -545303.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -545485.812500 Penalty: 2791.289551
	Iteration 5Q: 3 clusters Score -545485.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -545601.812500 Penalty: 2791.289551
	Iteration 6Q: 3 clusters Score -545601.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -545661.687500 Penalty: 2791.289551
	Iteration 7Q: 3 clusters Score -545661.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -545696.500000 Penalty: 2791.289551
	Iteration 8Q: 3 clusters Score -545696.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -545716.500000 Penalty: 2791.289551
	Iteration 9Q: 3 clusters Score -545716.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -545732.312500 Penalty: 2791.289551
	Iteration 10Q: 3 clusters Score -545732.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -545742.375000 Penalty: 2791.289551
	Iteration 11Q: 3 clusters Score -545742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -545752.937500 Penalty: 2791.289551
	Iteration 12Q: 3 clusters Score -545752.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -545766.062500 Penalty: 2791.289551
	Iteration 13Q: 3 clusters Score -545766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -545774.187500 Penalty: 2791.289551
	Iteration 14Q: 3 clusters Score -545774.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -545783.187500 Penalty: 2791.289551
	Iteration 15Q: 3 clusters Score -545783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -545790.187500 Penalty: 2791.289551
	Iteration 16Q: 3 clusters Score -545790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -545792.375000 Penalty: 2791.289551
	Iteration 17Q: 3 clusters Score -545792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -545794.437500 Penalty: 2791.289551
	Iteration 18Q: 3 clusters Score -545794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -545797.625000 Penalty: 2791.289551
	Iteration 19Q: 3 clusters Score -545797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -545799.500000 Penalty: 2791.289551
	Iteration 20F: 3 clusters Score -545799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -545803.937500 Penalty: 2791.289551
	Iteration 21Q: 3 clusters Score -545803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -545806.937500 Penalty: 2791.289551
	Iteration 22Q: 3 clusters Score -545806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -545809.875000 Penalty: 2791.289551
	Iteration 23Q: 3 clusters Score -545809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -545811.187500 Penalty: 2791.289551
	Iteration 24Q: 3 clusters Score -545811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -545814.937500 Penalty: 2791.289551
	Iteration 25Q: 3 clusters Score -545814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -545818.375000 Penalty: 2791.289551
	Iteration 26Q: 3 clusters Score -545818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -545820.687500 Penalty: 2791.289551
	Iteration 27Q: 3 clusters Score -545820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -545823.500000 Penalty: 2791.289551
	Iteration 28Q: 3 clusters Score -545823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -545827.125000 Penalty: 2791.289551
	Iteration 29Q: 3 clusters Score -545827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -545828.500000 Penalty: 2791.289551
	Iteration 30Q: 3 clusters Score -545828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -545828.312500 Penalty: 2791.289551
	Iteration 31Q: 3 clusters Score -545828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -545828.312500 Penalty: 2791.289551
	Iteration 32F: 3 clusters Score -545828.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Entering Unmasked Estep 
Score: -4904249.000000 Penalty: 1741.673218
	Iteration 0F: 2 clusters Score -4904249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4874144.500000 Penalty: 3483.346436
	Iteration 0F: 3 clusters Score -4874144 nChanged 21157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4885828.500000 Penalty: 3483.346436
	Iteration 1F: 3 clusters Score -4885828 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4886386.500000 Penalty: 3483.346436
	Iteration 2Q: 3 clusters Score -4886386 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4887045.500000 Penalty: 3483.346436
	Iteration 3Q: 3 clusters Score -4887046 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4887818.000000 Penalty: 3483.346436
	Iteration 4Q: 3 clusters Score -4887818 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4888793.500000 Penalty: 3483.346436
	Iteration 5Q: 3 clusters Score -4888794 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4889999.000000 Penalty: 3483.346436
	Iteration 6F: 3 clusters Score -4889999 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4891686.000000 Penalty: 3483.346436
	Iteration 7F: 3 clusters Score -4891686 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4893801.000000 Penalty: 3483.346436
	Iteration 8F: 3 clusters Score -4893801 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4895977.500000 Penalty: 3483.346436
	Iteration 9F: 3 clusters Score -4895978 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -4897402.500000 Penalty: 3483.346436
	Iteration 10F: 3 clusters Score -4897402 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4898106.500000 Penalty: 3483.346436
	Iteration 11Q: 3 clusters Score -4898106 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4898402.500000 Penalty: 3483.346436
	Iteration 12Q: 3 clusters Score -4898402 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4898594.000000 Penalty: 3483.346436
	Iteration 13Q: 3 clusters Score -4898594 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4898758.500000 Penalty: 3483.346436
	Iteration 14Q: 3 clusters Score -4898758 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4898871.000000 Penalty: 3483.346436
	Iteration 15Q: 3 clusters Score -4898871 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4898991.500000 Penalty: 3483.346436
	Iteration 16Q: 3 clusters Score -4898992 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4899108.000000 Penalty: 3483.346436
	Iteration 17Q: 3 clusters Score -4899108 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4899231.000000 Penalty: 3483.346436
	Iteration 18Q: 3 clusters Score -4899231 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4899361.500000 Penalty: 3483.346436
	Iteration 19Q: 3 clusters Score -4899362 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4899452.500000 Penalty: 3483.346436
	Iteration 20F: 3 clusters Score -4899452 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4899530.000000 Penalty: 3483.346436
	Iteration 21Q: 3 clusters Score -4899530 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4899644.000000 Penalty: 3483.346436
	Iteration 22Q: 3 clusters Score -4899644 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4899734.000000 Penalty: 3483.346436
	Iteration 23Q: 3 clusters Score -4899734 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4899852.500000 Penalty: 3483.346436
	Iteration 24Q: 3 clusters Score -4899852 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4899907.500000 Penalty: 3483.346436
	Iteration 25Q: 3 clusters Score -4899908 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4900000.500000 Penalty: 3483.346436
	Iteration 26Q: 3 clusters Score -4900000 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4900083.500000 Penalty: 3483.346436
	Iteration 27Q: 3 clusters Score -4900084 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4900195.000000 Penalty: 3483.346436
	Iteration 28Q: 3 clusters Score -4900195 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4900250.000000 Penalty: 3483.346436
	Iteration 29Q: 3 clusters Score -4900250 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4900383.000000 Penalty: 3483.346436
	Iteration 30Q: 3 clusters Score -4900383 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4900482.000000 Penalty: 3483.346436
	Iteration 31Q: 3 clusters Score -4900482 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4900596.500000 Penalty: 3483.346436
	Iteration 32Q: 3 clusters Score -4900596 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4900706.500000 Penalty: 3483.346436
	Iteration 33Q: 3 clusters Score -4900706 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4900821.500000 Penalty: 3483.346436
	Iteration 34Q: 3 clusters Score -4900822 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4900930.000000 Penalty: 3483.346436
	Iteration 35Q: 3 clusters Score -4900930 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4901029.000000 Penalty: 3483.346436
	Iteration 36Q: 3 clusters Score -4901029 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4901194.500000 Penalty: 3483.346436
	Iteration 37Q: 3 clusters Score -4901194 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -4901301.500000 Penalty: 3483.346436
	Iteration 38Q: 3 clusters Score -4901302 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -4901421.000000 Penalty: 3483.346436
	Iteration 39Q: 3 clusters Score -4901421 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4901542.500000 Penalty: 3483.346436
	Iteration 40F: 3 clusters Score -4901542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4901629.500000 Penalty: 3483.346436
	Iteration 41Q: 3 clusters Score -4901630 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4901773.500000 Penalty: 3483.346436
	Iteration 42Q: 3 clusters Score -4901774 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4901894.000000 Penalty: 3483.346436
	Iteration 43Q: 3 clusters Score -4901894 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4902013.500000 Penalty: 3483.346436
	Iteration 44Q: 3 clusters Score -4902014 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4902117.500000 Penalty: 3483.346436
	Iteration 45Q: 3 clusters Score -4902118 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4902227.500000 Penalty: 3483.346436
	Iteration 46Q: 3 clusters Score -4902228 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4902343.000000 Penalty: 3483.346436
	Iteration 47Q: 3 clusters Score -4902343 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4902436.000000 Penalty: 3483.346436
	Iteration 48Q: 3 clusters Score -4902436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -4902492.000000 Penalty: 3483.346436
	Iteration 49Q: 3 clusters Score -4902492 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -4902553.000000 Penalty: 3483.346436
	Iteration 50Q: 3 clusters Score -4902553 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -4902595.500000 Penalty: 3483.346436
	Iteration 51Q: 3 clusters Score -4902596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -4902641.500000 Penalty: 3483.346436
	Iteration 52Q: 3 clusters Score -4902642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -4902674.000000 Penalty: 3483.346436
	Iteration 53Q: 3 clusters Score -4902674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4902700.500000 Penalty: 3483.346436
	Iteration 54Q: 3 clusters Score -4902700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4902730.000000 Penalty: 3483.346436
	Iteration 55Q: 3 clusters Score -4902730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -4902753.500000 Penalty: 3483.346436
	Iteration 56Q: 3 clusters Score -4902754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -4902774.000000 Penalty: 3483.346436
	Iteration 57Q: 3 clusters Score -4902774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -4902802.500000 Penalty: 3483.346436
	Iteration 58Q: 3 clusters Score -4902802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -4902827.500000 Penalty: 3483.346436
	Iteration 59Q: 3 clusters Score -4902828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -4902841.500000 Penalty: 3483.346436
	Iteration 60F: 3 clusters Score -4902842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -4902863.000000 Penalty: 3483.346436
	Iteration 61Q: 3 clusters Score -4902863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -4902878.500000 Penalty: 3483.346436
	Iteration 62Q: 3 clusters Score -4902878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -4902886.000000 Penalty: 3483.346436
	Iteration 63Q: 3 clusters Score -4902886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -4902891.000000 Penalty: 3483.346436
	Iteration 64Q: 3 clusters Score -4902891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -4902897.000000 Penalty: 3483.346436
	Iteration 65Q: 3 clusters Score -4902897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -4902910.500000 Penalty: 3483.346436
	Iteration 66Q: 3 clusters Score -4902910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -4902911.500000 Penalty: 3483.346436
	Iteration 67Q: 3 clusters Score -4902912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -4902901.500000 Penalty: 3483.346436
	Iteration 68Q: 3 clusters Score -4902902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4902920.000000 Penalty: 3483.346436
	Iteration 69Q: 3 clusters Score -4902920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -4902917.000000 Penalty: 3483.346436
	Iteration 70Q: 3 clusters Score -4902917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -4902921.000000 Penalty: 3483.346436
	Iteration 71Q: 3 clusters Score -4902921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -4902928.000000 Penalty: 3483.346436
	Iteration 72Q: 3 clusters Score -4902928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -4902930.000000 Penalty: 3483.346436
	Iteration 73Q: 3 clusters Score -4902930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -4902937.500000 Penalty: 3483.346436
	Iteration 74Q: 3 clusters Score -4902938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -4902943.000000 Penalty: 3483.346436
	Iteration 75Q: 3 clusters Score -4902943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -4902943.000000 Penalty: 3483.346436
	Iteration 76Q: 3 clusters Score -4902943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -4902946.500000 Penalty: 3483.346436
	Iteration 77Q: 3 clusters Score -4902946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -4902953.000000 Penalty: 3483.346436
	Iteration 78Q: 3 clusters Score -4902953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -4902961.500000 Penalty: 3483.346436
	Iteration 79Q: 3 clusters Score -4902962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -4902962.500000 Penalty: 3483.346436
	Iteration 80F: 3 clusters Score -4902962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -4902957.000000 Penalty: 3483.346436
	Iteration 81Q: 3 clusters Score -4902957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -4902958.000000 Penalty: 3483.346436
	Iteration 82Q: 3 clusters Score -4902958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -4902963.500000 Penalty: 3483.346436
	Iteration 83Q: 3 clusters Score -4902964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4902973.000000 Penalty: 3483.346436
	Iteration 84Q: 3 clusters Score -4902973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -4902975.000000 Penalty: 3483.346436
	Iteration 85Q: 3 clusters Score -4902975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -4902978.500000 Penalty: 3483.346436
	Iteration 86Q: 3 clusters Score -4902978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -4902975.500000 Penalty: 3483.346436
	Iteration 87Q: 3 clusters Score -4902976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -4902995.500000 Penalty: 3483.346436
	Iteration 88Q: 3 clusters Score -4902996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -4903006.000000 Penalty: 3483.346436
	Iteration 89Q: 3 clusters Score -4903006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -4903012.500000 Penalty: 3483.346436
	Iteration 90Q: 3 clusters Score -4903012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -4903021.500000 Penalty: 3483.346436
	Iteration 91Q: 3 clusters Score -4903022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -4903029.500000 Penalty: 3483.346436
	Iteration 92Q: 3 clusters Score -4903030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -4903025.000000 Penalty: 3483.346436
	Iteration 93Q: 3 clusters Score -4903025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -4903031.500000 Penalty: 3483.346436
	Iteration 94Q: 3 clusters Score -4903032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -4903039.500000 Penalty: 3483.346436
	Iteration 95Q: 3 clusters Score -4903040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -4903042.000000 Penalty: 3483.346436
	Iteration 96Q: 3 clusters Score -4903042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4903048.500000 Penalty: 3483.346436
	Iteration 97Q: 3 clusters Score -4903048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -4903053.500000 Penalty: 3483.346436
	Iteration 98Q: 3 clusters Score -4903054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4903055.000000 Penalty: 3483.346436
	Iteration 99Q: 3 clusters Score -4903055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4903057.500000 Penalty: 3483.346436
	Iteration 100F: 3 clusters Score -4903058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -4903060.500000 Penalty: 3483.346436
	Iteration 101Q: 3 clusters Score -4903060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -4903060.000000 Penalty: 3483.346436
	Iteration 102Q: 3 clusters Score -4903060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -4903061.500000 Penalty: 3483.346436
	Iteration 103Q: 3 clusters Score -4903062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -4903067.500000 Penalty: 3483.346436
	Iteration 104Q: 3 clusters Score -4903068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -4903070.000000 Penalty: 3483.346436
	Iteration 105Q: 3 clusters Score -4903070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -4903072.500000 Penalty: 3483.346436
	Iteration 106Q: 3 clusters Score -4903072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -4903076.500000 Penalty: 3483.346436
	Iteration 107Q: 3 clusters Score -4903076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -4903079.500000 Penalty: 3483.346436
	Iteration 108Q: 3 clusters Score -4903080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -4903100.500000 Penalty: 3483.346436
	Iteration 109Q: 3 clusters Score -4903100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -4903105.000000 Penalty: 3483.346436
	Iteration 110Q: 3 clusters Score -4903105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -4903110.000000 Penalty: 3483.346436
	Iteration 111Q: 3 clusters Score -4903110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -4903114.000000 Penalty: 3483.346436
	Iteration 112Q: 3 clusters Score -4903114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -4903113.500000 Penalty: 3483.346436
	Iteration 113Q: 3 clusters Score -4903114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4903119.500000 Penalty: 3483.346436
	Iteration 114Q: 3 clusters Score -4903120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -4903131.000000 Penalty: 3483.346436
	Iteration 115Q: 3 clusters Score -4903131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -4903134.000000 Penalty: 3483.346436
	Iteration 116Q: 3 clusters Score -4903134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -4903143.000000 Penalty: 3483.346436
	Iteration 117Q: 3 clusters Score -4903143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -4903147.000000 Penalty: 3483.346436
	Iteration 118Q: 3 clusters Score -4903147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4903153.000000 Penalty: 3483.346436
	Iteration 119Q: 3 clusters Score -4903153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -4903151.500000 Penalty: 3483.346436
	Iteration 120F: 3 clusters Score -4903152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4903153.500000 Penalty: 3483.346436
	Iteration 121Q: 3 clusters Score -4903154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -4903153.500000 Penalty: 3483.346436
	Iteration 122F: 3 clusters Score -4903154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -264994.000000 Penalty: 1274.752808
	Iteration 0F: 2 clusters Score -264994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -262529.187500 Penalty: 2549.505615
	Iteration 0F: 3 clusters Score -262529.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263098.593750 Penalty: 2549.505615
	Iteration 1F: 3 clusters Score -263098.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263241.750000 Penalty: 2549.505615
	Iteration 2F: 3 clusters Score -263241.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -263368.187500 Penalty: 2549.505615
	Iteration 3F: 3 clusters Score -263368.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263522.406250 Penalty: 2549.505615
	Iteration 4F: 3 clusters Score -263522.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -263700.031250 Penalty: 2549.505615
	Iteration 5F: 3 clusters Score -263700 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -263852.375000 Penalty: 2549.505615
	Iteration 6F: 3 clusters Score -263852.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -263949.062500 Penalty: 2549.505615
	Iteration 7Q: 3 clusters Score -263949.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264007.843750 Penalty: 2549.505615
	Iteration 8Q: 3 clusters Score -264007.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -264053.687500 Penalty: 2549.505615
	Iteration 9Q: 3 clusters Score -264053.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -264089.687500 Penalty: 2549.505615
	Iteration 10Q: 3 clusters Score -264089.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -264130.187500 Penalty: 2549.505615
	Iteration 11Q: 3 clusters Score -264130.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264170.718750 Penalty: 2549.505615
	Iteration 12Q: 3 clusters Score -264170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -264213.375000 Penalty: 2549.505615
	Iteration 13Q: 3 clusters Score -264213.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264254.718750 Penalty: 2549.505615
	Iteration 14Q: 3 clusters Score -264254.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264300.000000 Penalty: 2549.505615
	Iteration 15Q: 3 clusters Score -264300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264326.875000 Penalty: 2549.505615
	Iteration 16Q: 3 clusters Score -264326.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264358.218750 Penalty: 2549.505615
	Iteration 17Q: 3 clusters Score -264358.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264406.875000 Penalty: 2549.505615
	Iteration 18Q: 3 clusters Score -264406.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -264454.125000 Penalty: 2549.505615
	Iteration 19Q: 3 clusters Score -264454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -264486.406250 Penalty: 2549.505615
	Iteration 20F: 3 clusters Score -264486.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264528.781250 Penalty: 2549.505615
	Iteration 21Q: 3 clusters Score -264528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264548.812500 Penalty: 2549.505615
	Iteration 22Q: 3 clusters Score -264548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -264559.312500 Penalty: 2549.505615
	Iteration 23Q: 3 clusters Score -264559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -264571.750000 Penalty: 2549.505615
	Iteration 24Q: 3 clusters Score -264571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -264578.125000 Penalty: 2549.505615
	Iteration 25Q: 3 clusters Score -264578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -264581.468750 Penalty: 2549.505615
	Iteration 26Q: 3 clusters Score -264581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -264586.968750 Penalty: 2549.505615
	Iteration 27Q: 3 clusters Score -264587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -264591.343750 Penalty: 2549.505615
	Iteration 28Q: 3 clusters Score -264591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -264593.875000 Penalty: 2549.505615
	Iteration 29Q: 3 clusters Score -264593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264596.531250 Penalty: 2549.505615
	Iteration 30Q: 3 clusters Score -264596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264598.343750 Penalty: 2549.505615
	Iteration 31Q: 3 clusters Score -264598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264599.875000 Penalty: 2549.505615
	Iteration 32Q: 3 clusters Score -264599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264599.875000 Penalty: 2549.505615
	Iteration 33F: 3 clusters Score -264599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Entering Unmasked Estep 
Score: -2354524.500000 Penalty: 1622.086060
	Iteration 0F: 2 clusters Score -2354524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2339878.750000 Penalty: 3244.172119
	Iteration 0F: 3 clusters Score -2339879 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2345099.250000 Penalty: 3244.172119
	Iteration 1F: 3 clusters Score -2345099 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2345466.250000 Penalty: 3244.172119
	Iteration 2Q: 3 clusters Score -2345466 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2345856.250000 Penalty: 3244.172119
	Iteration 3Q: 3 clusters Score -2345856 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2346293.500000 Penalty: 3244.172119
	Iteration 4Q: 3 clusters Score -2346294 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2346887.500000 Penalty: 3244.172119
	Iteration 5F: 3 clusters Score -2346888 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2347657.750000 Penalty: 3244.172119
	Iteration 6F: 3 clusters Score -2347658 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2348606.250000 Penalty: 3244.172119
	Iteration 7F: 3 clusters Score -2348606 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2349774.000000 Penalty: 3244.172119
	Iteration 8F: 3 clusters Score -2349774 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2350905.500000 Penalty: 3244.172119
	Iteration 9F: 3 clusters Score -2350906 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2351758.000000 Penalty: 3244.172119
	Iteration 10Q: 3 clusters Score -2351758 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2352269.250000 Penalty: 3244.172119
	Iteration 11Q: 3 clusters Score -2352269 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2352513.500000 Penalty: 3244.172119
	Iteration 12Q: 3 clusters Score -2352514 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2352658.750000 Penalty: 3244.172119
	Iteration 13Q: 3 clusters Score -2352659 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2352765.250000 Penalty: 3244.172119
	Iteration 14Q: 3 clusters Score -2352765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2352853.000000 Penalty: 3244.172119
	Iteration 15Q: 3 clusters Score -2352853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2352917.000000 Penalty: 3244.172119
	Iteration 16Q: 3 clusters Score -2352917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2352953.000000 Penalty: 3244.172119
	Iteration 17Q: 3 clusters Score -2352953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2352976.000000 Penalty: 3244.172119
	Iteration 18Q: 3 clusters Score -2352976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2353008.250000 Penalty: 3244.172119
	Iteration 19Q: 3 clusters Score -2353008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2353025.250000 Penalty: 3244.172119
	Iteration 20F: 3 clusters Score -2353025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2353057.250000 Penalty: 3244.172119
	Iteration 21Q: 3 clusters Score -2353057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2353075.000000 Penalty: 3244.172119
	Iteration 22Q: 3 clusters Score -2353075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2353081.500000 Penalty: 3244.172119
	Iteration 23Q: 3 clusters Score -2353082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2353092.500000 Penalty: 3244.172119
	Iteration 24Q: 3 clusters Score -2353092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2353098.750000 Penalty: 3244.172119
	Iteration 25Q: 3 clusters Score -2353099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2353099.250000 Penalty: 3244.172119
	Iteration 26Q: 3 clusters Score -2353099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2353104.500000 Penalty: 3244.172119
	Iteration 27Q: 3 clusters Score -2353104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2353107.750000 Penalty: 3244.172119
	Iteration 28Q: 3 clusters Score -2353108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2353111.250000 Penalty: 3244.172119
	Iteration 29Q: 3 clusters Score -2353111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2353111.500000 Penalty: 3244.172119
	Iteration 30Q: 3 clusters Score -2353112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2353107.500000 Penalty: 3244.172119
	Iteration 31Q: 3 clusters Score -2353108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2353108.250000 Penalty: 3244.172119
	Iteration 32Q: 3 clusters Score -2353108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2353110.000000 Penalty: 3244.172119
	Iteration 33Q: 3 clusters Score -2353110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2353114.750000 Penalty: 3244.172119
	Iteration 34Q: 3 clusters Score -2353115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2353112.500000 Penalty: 3244.172119
	Iteration 35Q: 3 clusters Score -2353112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2353118.750000 Penalty: 3244.172119
	Iteration 36Q: 3 clusters Score -2353119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2353120.250000 Penalty: 3244.172119
	Iteration 37Q: 3 clusters Score -2353120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2353122.750000 Penalty: 3244.172119
	Iteration 38Q: 3 clusters Score -2353123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2353125.000000 Penalty: 3244.172119
	Iteration 39Q: 3 clusters Score -2353125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2353125.250000 Penalty: 3244.172119
	Iteration 40F: 3 clusters Score -2353125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2353123.000000 Penalty: 3244.172119
	Iteration 41Q: 3 clusters Score -2353123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2353122.750000 Penalty: 3244.172119
	Iteration 42Q: 3 clusters Score -2353123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2353122.750000 Penalty: 3244.172119
	Iteration 43F: 3 clusters Score -2353123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -261857.390625 Penalty: 1279.521484
	Iteration 0F: 2 clusters Score -261857.4 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 1345 members 
Entering Unmasked Estep 
Score: -259380.484375 Penalty: 2559.042969
	Iteration 0F: 3 clusters Score -259380.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -260007.843750 Penalty: 2559.042969
	Iteration 1F: 3 clusters Score -260007.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260187.968750 Penalty: 2559.042969
	Iteration 2F: 3 clusters Score -260188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -260296.687500 Penalty: 2559.042969
	Iteration 3F: 3 clusters Score -260296.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -260366.046875 Penalty: 2559.042969
	Iteration 4Q: 3 clusters Score -260366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -260436.109375 Penalty: 2559.042969
	Iteration 5Q: 3 clusters Score -260436.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -260498.734375 Penalty: 2559.042969
	Iteration 6Q: 3 clusters Score -260498.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -260564.484375 Penalty: 2559.042969
	Iteration 7Q: 3 clusters Score -260564.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -260619.890625 Penalty: 2559.042969
	Iteration 8Q: 3 clusters Score -260619.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -260654.562500 Penalty: 2559.042969
	Iteration 9Q: 3 clusters Score -260654.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -260681.015625 Penalty: 2559.042969
	Iteration 10Q: 3 clusters Score -260681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -260705.640625 Penalty: 2559.042969
	Iteration 11Q: 3 clusters Score -260705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -260735.921875 Penalty: 2559.042969
	Iteration 12Q: 3 clusters Score -260735.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -260777.125000 Penalty: 2559.042969
	Iteration 13Q: 3 clusters Score -260777.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -260828.406250 Penalty: 2559.042969
	Iteration 14Q: 3 clusters Score -260828.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -260892.703125 Penalty: 2559.042969
	Iteration 15Q: 3 clusters Score -260892.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -260972.281250 Penalty: 2559.042969
	Iteration 16Q: 3 clusters Score -260972.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -261033.843750 Penalty: 2559.042969
	Iteration 17Q: 3 clusters Score -261033.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -261086.250000 Penalty: 2559.042969
	Iteration 18Q: 3 clusters Score -261086.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -261125.281250 Penalty: 2559.042969
	Iteration 19Q: 3 clusters Score -261125.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -261162.312500 Penalty: 2559.042969
	Iteration 20F: 3 clusters Score -261162.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -261194.015625 Penalty: 2559.042969
	Iteration 21Q: 3 clusters Score -261194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -261218.312500 Penalty: 2559.042969
	Iteration 22Q: 3 clusters Score -261218.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -261242.031250 Penalty: 2559.042969
	Iteration 23Q: 3 clusters Score -261242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -261261.734375 Penalty: 2559.042969
	Iteration 24Q: 3 clusters Score -261261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -261275.031250 Penalty: 2559.042969
	Iteration 25Q: 3 clusters Score -261275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -261283.250000 Penalty: 2559.042969
	Iteration 26Q: 3 clusters Score -261283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -261287.218750 Penalty: 2559.042969
	Iteration 27Q: 3 clusters Score -261287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -261290.937500 Penalty: 2559.042969
	Iteration 28Q: 3 clusters Score -261290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -261293.812500 Penalty: 2559.042969
	Iteration 29Q: 3 clusters Score -261293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -261296.078125 Penalty: 2559.042969
	Iteration 30Q: 3 clusters Score -261296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -261296.890625 Penalty: 2559.042969
	Iteration 31Q: 3 clusters Score -261296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -261298.203125 Penalty: 2559.042969
	Iteration 32Q: 3 clusters Score -261298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -261298.500000 Penalty: 2559.042969
	Iteration 33Q: 3 clusters Score -261298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -261298.500000 Penalty: 2559.042969
	Iteration 34F: 3 clusters Score -261298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Entering Unmasked Estep 
Score: -2505905.750000 Penalty: 1639.065918
	Iteration 0F: 2 clusters Score -2505906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2489616.250000 Penalty: 3278.131836
	Iteration 0F: 3 clusters Score -2489616 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2495891.250000 Penalty: 3278.131836
	Iteration 1F: 3 clusters Score -2495891 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2496370.750000 Penalty: 3278.131836
	Iteration 2Q: 3 clusters Score -2496371 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2496912.000000 Penalty: 3278.131836
	Iteration 3Q: 3 clusters Score -2496912 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2497547.250000 Penalty: 3278.131836
	Iteration 4F: 3 clusters Score -2497547 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2498347.000000 Penalty: 3278.131836
	Iteration 5F: 3 clusters Score -2498347 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2499279.250000 Penalty: 3278.131836
	Iteration 6F: 3 clusters Score -2499279 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2500302.000000 Penalty: 3278.131836
	Iteration 7F: 3 clusters Score -2500302 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2501255.000000 Penalty: 3278.131836
	Iteration 8F: 3 clusters Score -2501255 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2501972.250000 Penalty: 3278.131836
	Iteration 9Q: 3 clusters Score -2501972 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2502405.500000 Penalty: 3278.131836
	Iteration 10Q: 3 clusters Score -2502406 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2502670.750000 Penalty: 3278.131836
	Iteration 11Q: 3 clusters Score -2502671 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2502857.250000 Penalty: 3278.131836
	Iteration 12Q: 3 clusters Score -2502857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2502986.500000 Penalty: 3278.131836
	Iteration 13Q: 3 clusters Score -2502986 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2503092.500000 Penalty: 3278.131836
	Iteration 14Q: 3 clusters Score -2503092 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2503176.250000 Penalty: 3278.131836
	Iteration 15Q: 3 clusters Score -2503176 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2503236.250000 Penalty: 3278.131836
	Iteration 16Q: 3 clusters Score -2503236 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2503293.250000 Penalty: 3278.131836
	Iteration 17Q: 3 clusters Score -2503293 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2503326.750000 Penalty: 3278.131836
	Iteration 18Q: 3 clusters Score -2503327 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2503356.500000 Penalty: 3278.131836
	Iteration 19Q: 3 clusters Score -2503356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2503373.500000 Penalty: 3278.131836
	Iteration 20F: 3 clusters Score -2503374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2503398.000000 Penalty: 3278.131836
	Iteration 21Q: 3 clusters Score -2503398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2503409.750000 Penalty: 3278.131836
	Iteration 22Q: 3 clusters Score -2503410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2503431.000000 Penalty: 3278.131836
	Iteration 23Q: 3 clusters Score -2503431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2503448.250000 Penalty: 3278.131836
	Iteration 24Q: 3 clusters Score -2503448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2503463.750000 Penalty: 3278.131836
	Iteration 25Q: 3 clusters Score -2503464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2503468.000000 Penalty: 3278.131836
	Iteration 26Q: 3 clusters Score -2503468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2503479.250000 Penalty: 3278.131836
	Iteration 27Q: 3 clusters Score -2503479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2503487.000000 Penalty: 3278.131836
	Iteration 28Q: 3 clusters Score -2503487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2503490.750000 Penalty: 3278.131836
	Iteration 29Q: 3 clusters Score -2503491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2503488.750000 Penalty: 3278.131836
	Iteration 30Q: 3 clusters Score -2503489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2503489.750000 Penalty: 3278.131836
	Iteration 31Q: 3 clusters Score -2503490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2503490.250000 Penalty: 3278.131836
	Iteration 32Q: 3 clusters Score -2503490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2503493.000000 Penalty: 3278.131836
	Iteration 33Q: 3 clusters Score -2503493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2503498.250000 Penalty: 3278.131836
	Iteration 34Q: 3 clusters Score -2503498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2503504.000000 Penalty: 3278.131836
	Iteration 35Q: 3 clusters Score -2503504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2503507.250000 Penalty: 3278.131836
	Iteration 36Q: 3 clusters Score -2503507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2503512.000000 Penalty: 3278.131836
	Iteration 37Q: 3 clusters Score -2503512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2503512.250000 Penalty: 3278.131836
	Iteration 38Q: 3 clusters Score -2503512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2503510.750000 Penalty: 3278.131836
	Iteration 39Q: 3 clusters Score -2503511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2503509.250000 Penalty: 3278.131836
	Iteration 40F: 3 clusters Score -2503509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2503516.750000 Penalty: 3278.131836
	Iteration 41Q: 3 clusters Score -2503517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2503513.750000 Penalty: 3278.131836
	Iteration 42Q: 3 clusters Score -2503514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2503517.750000 Penalty: 3278.131836
	Iteration 43Q: 3 clusters Score -2503518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2503526.750000 Penalty: 3278.131836
	Iteration 44Q: 3 clusters Score -2503527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2503529.500000 Penalty: 3278.131836
	Iteration 45Q: 3 clusters Score -2503530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2503533.000000 Penalty: 3278.131836
	Iteration 46Q: 3 clusters Score -2503533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2503533.500000 Penalty: 3278.131836
	Iteration 47Q: 3 clusters Score -2503534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2503531.500000 Penalty: 3278.131836
	Iteration 48Q: 3 clusters Score -2503532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2503535.500000 Penalty: 3278.131836
	Iteration 49Q: 3 clusters Score -2503536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2503537.000000 Penalty: 3278.131836
	Iteration 50Q: 3 clusters Score -2503537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2503539.000000 Penalty: 3278.131836
	Iteration 51Q: 3 clusters Score -2503539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2503536.250000 Penalty: 3278.131836
	Iteration 52Q: 3 clusters Score -2503536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2503530.750000 Penalty: 3278.131836
	Iteration 53Q: 3 clusters Score -2503531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2503526.000000 Penalty: 3278.131836
	Iteration 54Q: 3 clusters Score -2503526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2503526.000000 Penalty: 3278.131836
	Iteration 55Q: 3 clusters Score -2503526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2503526.750000 Penalty: 3278.131836
	Iteration 56Q: 3 clusters Score -2503527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2503527.500000 Penalty: 3278.131836
	Iteration 57Q: 3 clusters Score -2503528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2503529.250000 Penalty: 3278.131836
	Iteration 58Q: 3 clusters Score -2503529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2503532.500000 Penalty: 3278.131836
	Iteration 59Q: 3 clusters Score -2503532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2503529.250000 Penalty: 3278.131836
	Iteration 60F: 3 clusters Score -2503529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2503529.500000 Penalty: 3278.131836
	Iteration 61Q: 3 clusters Score -2503530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2503531.250000 Penalty: 3278.131836
	Iteration 62Q: 3 clusters Score -2503531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2503532.750000 Penalty: 3278.131836
	Iteration 63Q: 3 clusters Score -2503533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2503533.750000 Penalty: 3278.131836
	Iteration 64Q: 3 clusters Score -2503534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2503533.500000 Penalty: 3278.131836
	Iteration 65Q: 3 clusters Score -2503534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2503531.000000 Penalty: 3278.131836
	Iteration 66Q: 3 clusters Score -2503531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2503531.500000 Penalty: 3278.131836
	Iteration 67Q: 3 clusters Score -2503532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2503530.500000 Penalty: 3278.131836
	Iteration 68Q: 3 clusters Score -2503530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2503531.750000 Penalty: 3278.131836
	Iteration 69Q: 3 clusters Score -2503532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2503531.750000 Penalty: 3278.131836
	Iteration 70F: 3 clusters Score -2503532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (88793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Entering Unmasked Estep 
Score: -9495820.000000 Penalty: 1851.535278
	Iteration 0F: 2 clusters Score -9495820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -9436470.000000 Penalty: 3703.070557
	Iteration 0F: 3 clusters Score -9436470 nChanged 42448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -9461444.000000 Penalty: 3703.070557
	Iteration 1F: 3 clusters Score -9461444 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9462665.000000 Penalty: 3703.070557
	Iteration 2Q: 3 clusters Score -9462665 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -9464270.000000 Penalty: 3703.070557
	Iteration 3Q: 3 clusters Score -9464270 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -9466691.000000 Penalty: 3703.070557
	Iteration 4F: 3 clusters Score -9466691 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -9470421.000000 Penalty: 3703.070557
	Iteration 5F: 3 clusters Score -9470421 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -9475942.000000 Penalty: 3703.070557
	Iteration 6F: 3 clusters Score -9475942 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -9482305.000000 Penalty: 3703.070557
	Iteration 7F: 3 clusters Score -9482305 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -9487706.000000 Penalty: 3703.070557
	Iteration 8F: 3 clusters Score -9487706 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -9490792.000000 Penalty: 3703.070557
	Iteration 9Q: 3 clusters Score -9490792 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -9492359.000000 Penalty: 3703.070557
	Iteration 10Q: 3 clusters Score -9492359 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9493213.000000 Penalty: 3703.070557
	Iteration 11Q: 3 clusters Score -9493213 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -9493721.000000 Penalty: 3703.070557
	Iteration 12Q: 3 clusters Score -9493721 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9494080.000000 Penalty: 3703.070557
	Iteration 13Q: 3 clusters Score -9494080 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9494379.000000 Penalty: 3703.070557
	Iteration 14Q: 3 clusters Score -9494379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9494593.000000 Penalty: 3703.070557
	Iteration 15Q: 3 clusters Score -9494593 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9494738.000000 Penalty: 3703.070557
	Iteration 16Q: 3 clusters Score -9494738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9494807.000000 Penalty: 3703.070557
	Iteration 17Q: 3 clusters Score -9494807 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9494885.000000 Penalty: 3703.070557
	Iteration 18Q: 3 clusters Score -9494885 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9494957.000000 Penalty: 3703.070557
	Iteration 19Q: 3 clusters Score -9494957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9495016.000000 Penalty: 3703.070557
	Iteration 20F: 3 clusters Score -9495016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9495063.000000 Penalty: 3703.070557
	Iteration 21Q: 3 clusters Score -9495063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9495087.000000 Penalty: 3703.070557
	Iteration 22Q: 3 clusters Score -9495087 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9495121.000000 Penalty: 3703.070557
	Iteration 23Q: 3 clusters Score -9495121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9495151.000000 Penalty: 3703.070557
	Iteration 24Q: 3 clusters Score -9495151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9495156.000000 Penalty: 3703.070557
	Iteration 25Q: 3 clusters Score -9495156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9495168.000000 Penalty: 3703.070557
	Iteration 26Q: 3 clusters Score -9495168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9495184.000000 Penalty: 3703.070557
	Iteration 27Q: 3 clusters Score -9495184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9495191.000000 Penalty: 3703.070557
	Iteration 28Q: 3 clusters Score -9495191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9495191.000000 Penalty: 3703.070557
	Iteration 29Q: 3 clusters Score -9495191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9495194.000000 Penalty: 3703.070557
	Iteration 30Q: 3 clusters Score -9495194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9495206.000000 Penalty: 3703.070557
	Iteration 31Q: 3 clusters Score -9495206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9495217.000000 Penalty: 3703.070557
	Iteration 32Q: 3 clusters Score -9495217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9495219.000000 Penalty: 3703.070557
	Iteration 33Q: 3 clusters Score -9495219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9495221.000000 Penalty: 3703.070557
	Iteration 34Q: 3 clusters Score -9495221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9495234.000000 Penalty: 3703.070557
	Iteration 35Q: 3 clusters Score -9495234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9495227.000000 Penalty: 3703.070557
	Iteration 36Q: 3 clusters Score -9495227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9495232.000000 Penalty: 3703.070557
	Iteration 37Q: 3 clusters Score -9495232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9495234.000000 Penalty: 3703.070557
	Iteration 38Q: 3 clusters Score -9495234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9495238.000000 Penalty: 3703.070557
	Iteration 39Q: 3 clusters Score -9495238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9495233.000000 Penalty: 3703.070557
	Iteration 40F: 3 clusters Score -9495233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9495239.000000 Penalty: 3703.070557
	Iteration 41Q: 3 clusters Score -9495239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9495247.000000 Penalty: 3703.070557
	Iteration 42Q: 3 clusters Score -9495247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9495243.000000 Penalty: 3703.070557
	Iteration 43Q: 3 clusters Score -9495243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9495239.000000 Penalty: 3703.070557
	Iteration 44Q: 3 clusters Score -9495239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9495246.000000 Penalty: 3703.070557
	Iteration 45Q: 3 clusters Score -9495246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9495236.000000 Penalty: 3703.070557
	Iteration 46Q: 3 clusters Score -9495236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9495256.000000 Penalty: 3703.070557
	Iteration 47Q: 3 clusters Score -9495256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9495261.000000 Penalty: 3703.070557
	Iteration 48Q: 3 clusters Score -9495261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9495252.000000 Penalty: 3703.070557
	Iteration 49Q: 3 clusters Score -9495252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9495262.000000 Penalty: 3703.070557
	Iteration 50Q: 3 clusters Score -9495262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9495266.000000 Penalty: 3703.070557
	Iteration 51Q: 3 clusters Score -9495266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9495260.000000 Penalty: 3703.070557
	Iteration 52Q: 3 clusters Score -9495260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9495265.000000 Penalty: 3703.070557
	Iteration 53Q: 3 clusters Score -9495265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9495271.000000 Penalty: 3703.070557
	Iteration 54Q: 3 clusters Score -9495271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9495270.000000 Penalty: 3703.070557
	Iteration 55Q: 3 clusters Score -9495270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9495269.000000 Penalty: 3703.070557
	Iteration 56Q: 3 clusters Score -9495269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9495269.000000 Penalty: 3703.070557
	Iteration 57F: 3 clusters Score -9495269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -414449.281250 Penalty: 1357.481567
	Iteration 0F: 2 clusters Score -414449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -410972.437500 Penalty: 2714.963135
	Iteration 0F: 3 clusters Score -410972.4 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -411947.843750 Penalty: 2714.963135
	Iteration 1F: 3 clusters Score -411947.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -412142.156250 Penalty: 2714.963135
	Iteration 2F: 3 clusters Score -412142.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -412273.218750 Penalty: 2714.963135
	Iteration 3F: 3 clusters Score -412273.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412396.656250 Penalty: 2714.963135
	Iteration 4Q: 3 clusters Score -412396.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412511.875000 Penalty: 2714.963135
	Iteration 5Q: 3 clusters Score -412511.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -412613.093750 Penalty: 2714.963135
	Iteration 6Q: 3 clusters Score -412613.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -412711.406250 Penalty: 2714.963135
	Iteration 7Q: 3 clusters Score -412711.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -412799.968750 Penalty: 2714.963135
	Iteration 8Q: 3 clusters Score -412800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -412884.343750 Penalty: 2714.963135
	Iteration 9Q: 3 clusters Score -412884.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -412974.343750 Penalty: 2714.963135
	Iteration 10Q: 3 clusters Score -412974.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -413066.156250 Penalty: 2714.963135
	Iteration 11Q: 3 clusters Score -413066.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -413144.593750 Penalty: 2714.963135
	Iteration 12Q: 3 clusters Score -413144.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -413199.250000 Penalty: 2714.963135
	Iteration 13Q: 3 clusters Score -413199.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -413235.968750 Penalty: 2714.963135
	Iteration 14Q: 3 clusters Score -413236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -413271.562500 Penalty: 2714.963135
	Iteration 15Q: 3 clusters Score -413271.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -413318.312500 Penalty: 2714.963135
	Iteration 16Q: 3 clusters Score -413318.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -413352.968750 Penalty: 2714.963135
	Iteration 17Q: 3 clusters Score -413353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413381.156250 Penalty: 2714.963135
	Iteration 18Q: 3 clusters Score -413381.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -413405.781250 Penalty: 2714.963135
	Iteration 19Q: 3 clusters Score -413405.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -413427.000000 Penalty: 2714.963135
	Iteration 20F: 3 clusters Score -413427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -413446.812500 Penalty: 2714.963135
	Iteration 21Q: 3 clusters Score -413446.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -413460.687500 Penalty: 2714.963135
	Iteration 22Q: 3 clusters Score -413460.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -413469.781250 Penalty: 2714.963135
	Iteration 23Q: 3 clusters Score -413469.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -413476.875000 Penalty: 2714.963135
	Iteration 24Q: 3 clusters Score -413476.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -413483.843750 Penalty: 2714.963135
	Iteration 25Q: 3 clusters Score -413483.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413496.656250 Penalty: 2714.963135
	Iteration 26Q: 3 clusters Score -413496.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -413506.812500 Penalty: 2714.963135
	Iteration 27Q: 3 clusters Score -413506.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -413530.062500 Penalty: 2714.963135
	Iteration 28Q: 3 clusters Score -413530.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -413552.906250 Penalty: 2714.963135
	Iteration 29Q: 3 clusters Score -413552.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -413565.500000 Penalty: 2714.963135
	Iteration 30Q: 3 clusters Score -413565.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -413574.593750 Penalty: 2714.963135
	Iteration 31Q: 3 clusters Score -413574.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413584.656250 Penalty: 2714.963135
	Iteration 32Q: 3 clusters Score -413584.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -413596.437500 Penalty: 2714.963135
	Iteration 33Q: 3 clusters Score -413596.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -413616.812500 Penalty: 2714.963135
	Iteration 34Q: 3 clusters Score -413616.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -413633.687500 Penalty: 2714.963135
	Iteration 35Q: 3 clusters Score -413633.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413650.156250 Penalty: 2714.963135
	Iteration 36Q: 3 clusters Score -413650.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -413664.281250 Penalty: 2714.963135
	Iteration 37Q: 3 clusters Score -413664.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -413678.218750 Penalty: 2714.963135
	Iteration 38Q: 3 clusters Score -413678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -413689.875000 Penalty: 2714.963135
	Iteration 39Q: 3 clusters Score -413689.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -413698.343750 Penalty: 2714.963135
	Iteration 40F: 3 clusters Score -413698.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -413713.125000 Penalty: 2714.963135
	Iteration 41Q: 3 clusters Score -413713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -413723.468750 Penalty: 2714.963135
	Iteration 42Q: 3 clusters Score -413723.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -413733.062500 Penalty: 2714.963135
	Iteration 43Q: 3 clusters Score -413733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -413739.093750 Penalty: 2714.963135
	Iteration 44Q: 3 clusters Score -413739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -413744.687500 Penalty: 2714.963135
	Iteration 45Q: 3 clusters Score -413744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -413749.187500 Penalty: 2714.963135
	Iteration 46Q: 3 clusters Score -413749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -413751.750000 Penalty: 2714.963135
	Iteration 47Q: 3 clusters Score -413751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -413754.218750 Penalty: 2714.963135
	Iteration 48Q: 3 clusters Score -413754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -413755.625000 Penalty: 2714.963135
	Iteration 49Q: 3 clusters Score -413755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -413755.656250 Penalty: 2714.963135
	Iteration 50Q: 3 clusters Score -413755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -413756.937500 Penalty: 2714.963135
	Iteration 51Q: 3 clusters Score -413756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -413758.625000 Penalty: 2714.963135
	Iteration 52Q: 3 clusters Score -413758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -413758.875000 Penalty: 2714.963135
	Iteration 53Q: 3 clusters Score -413758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -413760.062500 Penalty: 2714.963135
	Iteration 54Q: 3 clusters Score -413760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -413760.750000 Penalty: 2714.963135
	Iteration 55Q: 3 clusters Score -413760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -413760.687500 Penalty: 2714.963135
	Iteration 56Q: 3 clusters Score -413760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -413761.531250 Penalty: 2714.963135
	Iteration 57Q: 3 clusters Score -413761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -413761.812500 Penalty: 2714.963135
	Iteration 58Q: 3 clusters Score -413761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -413761.812500 Penalty: 2714.963135
	Iteration 59F: 3 clusters Score -413761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Entering Unmasked Estep 
Score: -3984552.750000 Penalty: 1708.862183
	Iteration 0F: 2 clusters Score -3984553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3959759.000000 Penalty: 3417.724365
	Iteration 0F: 3 clusters Score -3959759 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3969782.250000 Penalty: 3417.724365
	Iteration 1F: 3 clusters Score -3969782 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3970478.000000 Penalty: 3417.724365
	Iteration 2Q: 3 clusters Score -3970478 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3971375.500000 Penalty: 3417.724365
	Iteration 3Q: 3 clusters Score -3971376 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3972591.750000 Penalty: 3417.724365
	Iteration 4F: 3 clusters Score -3972592 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3974318.750000 Penalty: 3417.724365
	Iteration 5F: 3 clusters Score -3974319 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3976494.000000 Penalty: 3417.724365
	Iteration 6F: 3 clusters Score -3976494 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3978345.250000 Penalty: 3417.724365
	Iteration 7F: 3 clusters Score -3978345 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3979272.500000 Penalty: 3417.724365
	Iteration 8Q: 3 clusters Score -3979272 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3979680.000000 Penalty: 3417.724365
	Iteration 9Q: 3 clusters Score -3979680 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3979851.000000 Penalty: 3417.724365
	Iteration 10Q: 3 clusters Score -3979851 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3980009.250000 Penalty: 3417.724365
	Iteration 11Q: 3 clusters Score -3980009 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3980157.750000 Penalty: 3417.724365
	Iteration 12Q: 3 clusters Score -3980158 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3980315.750000 Penalty: 3417.724365
	Iteration 13Q: 3 clusters Score -3980316 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3980476.000000 Penalty: 3417.724365
	Iteration 14Q: 3 clusters Score -3980476 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3980629.750000 Penalty: 3417.724365
	Iteration 15Q: 3 clusters Score -3980630 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3980741.250000 Penalty: 3417.724365
	Iteration 16Q: 3 clusters Score -3980741 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3980841.250000 Penalty: 3417.724365
	Iteration 17Q: 3 clusters Score -3980841 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3980940.500000 Penalty: 3417.724365
	Iteration 18Q: 3 clusters Score -3980940 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3981059.500000 Penalty: 3417.724365
	Iteration 19Q: 3 clusters Score -3981060 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3981188.000000 Penalty: 3417.724365
	Iteration 20F: 3 clusters Score -3981188 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3981301.250000 Penalty: 3417.724365
	Iteration 21Q: 3 clusters Score -3981301 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3981427.750000 Penalty: 3417.724365
	Iteration 22Q: 3 clusters Score -3981428 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3981531.250000 Penalty: 3417.724365
	Iteration 23Q: 3 clusters Score -3981531 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3981654.500000 Penalty: 3417.724365
	Iteration 24Q: 3 clusters Score -3981654 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3981770.750000 Penalty: 3417.724365
	Iteration 25Q: 3 clusters Score -3981771 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3981893.000000 Penalty: 3417.724365
	Iteration 26Q: 3 clusters Score -3981893 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3982000.000000 Penalty: 3417.724365
	Iteration 27Q: 3 clusters Score -3982000 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3982077.000000 Penalty: 3417.724365
	Iteration 28Q: 3 clusters Score -3982077 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3982180.000000 Penalty: 3417.724365
	Iteration 29Q: 3 clusters Score -3982180 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3982269.500000 Penalty: 3417.724365
	Iteration 30Q: 3 clusters Score -3982270 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3982324.500000 Penalty: 3417.724365
	Iteration 31Q: 3 clusters Score -3982324 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3982374.750000 Penalty: 3417.724365
	Iteration 32Q: 3 clusters Score -3982375 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3982431.750000 Penalty: 3417.724365
	Iteration 33Q: 3 clusters Score -3982432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3982486.500000 Penalty: 3417.724365
	Iteration 34Q: 3 clusters Score -3982486 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3982521.750000 Penalty: 3417.724365
	Iteration 35Q: 3 clusters Score -3982522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3982579.000000 Penalty: 3417.724365
	Iteration 36Q: 3 clusters Score -3982579 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3982616.750000 Penalty: 3417.724365
	Iteration 37Q: 3 clusters Score -3982617 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3982643.250000 Penalty: 3417.724365
	Iteration 38Q: 3 clusters Score -3982643 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3982673.250000 Penalty: 3417.724365
	Iteration 39Q: 3 clusters Score -3982673 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3982720.500000 Penalty: 3417.724365
	Iteration 40F: 3 clusters Score -3982720 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -3982774.000000 Penalty: 3417.724365
	Iteration 41Q: 3 clusters Score -3982774 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3982821.000000 Penalty: 3417.724365
	Iteration 42Q: 3 clusters Score -3982821 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -3982878.500000 Penalty: 3417.724365
	Iteration 43Q: 3 clusters Score -3982878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3982927.000000 Penalty: 3417.724365
	Iteration 44Q: 3 clusters Score -3982927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3982972.000000 Penalty: 3417.724365
	Iteration 45Q: 3 clusters Score -3982972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3983008.250000 Penalty: 3417.724365
	Iteration 46Q: 3 clusters Score -3983008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3983042.500000 Penalty: 3417.724365
	Iteration 47Q: 3 clusters Score -3983042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -3983083.500000 Penalty: 3417.724365
	Iteration 48Q: 3 clusters Score -3983084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -3983106.000000 Penalty: 3417.724365
	Iteration 49Q: 3 clusters Score -3983106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3983125.000000 Penalty: 3417.724365
	Iteration 50Q: 3 clusters Score -3983125 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -3983152.500000 Penalty: 3417.724365
	Iteration 51Q: 3 clusters Score -3983152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -3983155.500000 Penalty: 3417.724365
	Iteration 52Q: 3 clusters Score -3983156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3983174.750000 Penalty: 3417.724365
	Iteration 53Q: 3 clusters Score -3983175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3983186.250000 Penalty: 3417.724365
	Iteration 54Q: 3 clusters Score -3983186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -3983200.750000 Penalty: 3417.724365
	Iteration 55Q: 3 clusters Score -3983201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3983217.250000 Penalty: 3417.724365
	Iteration 56Q: 3 clusters Score -3983217 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -3983228.250000 Penalty: 3417.724365
	Iteration 57Q: 3 clusters Score -3983228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -3983250.750000 Penalty: 3417.724365
	Iteration 58Q: 3 clusters Score -3983251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3983273.750000 Penalty: 3417.724365
	Iteration 59Q: 3 clusters Score -3983274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3983283.500000 Penalty: 3417.724365
	Iteration 60F: 3 clusters Score -3983284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3983295.750000 Penalty: 3417.724365
	Iteration 61Q: 3 clusters Score -3983296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -3983309.750000 Penalty: 3417.724365
	Iteration 62Q: 3 clusters Score -3983310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3983310.750000 Penalty: 3417.724365
	Iteration 63Q: 3 clusters Score -3983311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3983321.250000 Penalty: 3417.724365
	Iteration 64Q: 3 clusters Score -3983321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3983333.000000 Penalty: 3417.724365
	Iteration 65Q: 3 clusters Score -3983333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -3983340.750000 Penalty: 3417.724365
	Iteration 66Q: 3 clusters Score -3983341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3983352.000000 Penalty: 3417.724365
	Iteration 67Q: 3 clusters Score -3983352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3983357.500000 Penalty: 3417.724365
	Iteration 68Q: 3 clusters Score -3983358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -3983357.500000 Penalty: 3417.724365
	Iteration 69Q: 3 clusters Score -3983358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3983369.250000 Penalty: 3417.724365
	Iteration 70Q: 3 clusters Score -3983369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3983385.500000 Penalty: 3417.724365
	Iteration 71Q: 3 clusters Score -3983386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3983395.750000 Penalty: 3417.724365
	Iteration 72Q: 3 clusters Score -3983396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -3983398.750000 Penalty: 3417.724365
	Iteration 73Q: 3 clusters Score -3983399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3983394.750000 Penalty: 3417.724365
	Iteration 74Q: 3 clusters Score -3983395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -3983395.500000 Penalty: 3417.724365
	Iteration 75Q: 3 clusters Score -3983396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3983398.250000 Penalty: 3417.724365
	Iteration 76Q: 3 clusters Score -3983398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -3983394.750000 Penalty: 3417.724365
	Iteration 77Q: 3 clusters Score -3983395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -3983398.750000 Penalty: 3417.724365
	Iteration 78Q: 3 clusters Score -3983399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -3983392.500000 Penalty: 3417.724365
	Iteration 79Q: 3 clusters Score -3983392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3983396.750000 Penalty: 3417.724365
	Iteration 80F: 3 clusters Score -3983397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3983395.500000 Penalty: 3417.724365
	Iteration 81Q: 3 clusters Score -3983396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3983400.250000 Penalty: 3417.724365
	Iteration 82Q: 3 clusters Score -3983400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3983402.000000 Penalty: 3417.724365
	Iteration 83Q: 3 clusters Score -3983402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -3983400.000000 Penalty: 3417.724365
	Iteration 84Q: 3 clusters Score -3983400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3983400.250000 Penalty: 3417.724365
	Iteration 85Q: 3 clusters Score -3983400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -3983404.750000 Penalty: 3417.724365
	Iteration 86Q: 3 clusters Score -3983405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -3983403.250000 Penalty: 3417.724365
	Iteration 87Q: 3 clusters Score -3983403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -3983402.000000 Penalty: 3417.724365
	Iteration 88Q: 3 clusters Score -3983402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -3983405.750000 Penalty: 3417.724365
	Iteration 89Q: 3 clusters Score -3983406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3983406.750000 Penalty: 3417.724365
	Iteration 90Q: 3 clusters Score -3983407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3983408.250000 Penalty: 3417.724365
	Iteration 91Q: 3 clusters Score -3983408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3983408.250000 Penalty: 3417.724365
	Iteration 92F: 3 clusters Score -3983408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 164022 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 59327 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166822 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 21635 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 24018 members 
Mstep: Class 15 contains 88793 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 19 contains 36904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469112.000000 Penalty: 37579.566406
Iteration 199Q: 18 clusters Score -8.446911e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 13000 members 
Mstep: Class 3 contains 164166 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 59359 members 
Mstep: Class 6 contains 12898 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 166920 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 45063 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 21611 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 24021 members 
Mstep: Class 15 contains 89009 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 19 contains 36893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469360.000000 Penalty: 37579.566406
Iteration 200F: 18 clusters Score -8.446936e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 164306 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 59394 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167025 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 44977 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 21576 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 24026 members 
Mstep: Class 15 contains 89213 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 19 contains 36920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469464.000000 Penalty: 37579.566406
Iteration 201Q: 18 clusters Score -8.446946e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 140979 members 
Mstep: Class 2 contains 12996 members 
Mstep: Class 3 contains 164434 members 
Mstep: Class 4 contains 19122 members 
Mstep: Class 5 contains 59426 members 
Mstep: Class 6 contains 12888 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167119 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 44899 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21559 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 24035 members 
Mstep: Class 15 contains 89426 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 19 contains 36915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469416.000000 Penalty: 37579.566406
Iteration 202Q: 18 clusters Score -8.446942e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 140585 members 
Mstep: Class 2 contains 12995 members 
Mstep: Class 3 contains 164581 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 5 contains 59470 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167185 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 44828 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 24035 members 
Mstep: Class 15 contains 89639 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 19 contains 36915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469280.000000 Penalty: 37579.566406
Iteration 203Q: 18 clusters Score -8.446928e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 164732 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 59497 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167213 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 44766 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 21528 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 24038 members 
Mstep: Class 15 contains 89860 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 19 contains 36904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469344.000000 Penalty: 37579.566406
Iteration 204Q: 18 clusters Score -8.446934e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 139842 members 
Mstep: Class 2 contains 12985 members 
Mstep: Class 3 contains 164908 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 59517 members 
Mstep: Class 6 contains 12881 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167256 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44721 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 24036 members 
Mstep: Class 15 contains 90079 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 19 contains 36899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469312.000000 Penalty: 37579.566406
Iteration 205Q: 18 clusters Score -8.446931e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 12982 members 
Mstep: Class 3 contains 165130 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 59535 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 167258 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44663 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 21514 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 24033 members 
Mstep: Class 15 contains 90298 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 19 contains 36889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469480.000000 Penalty: 37579.566406
Iteration 206Q: 18 clusters Score -8.446948e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 165367 members 
Mstep: Class 4 contains 19142 members 
Mstep: Class 5 contains 59553 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167258 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44600 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 21502 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 24046 members 
Mstep: Class 15 contains 90558 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 19 contains 36867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469768.000000 Penalty: 37579.566406
Iteration 207Q: 18 clusters Score -8.446977e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 12977 members 
Mstep: Class 3 contains 165627 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 59582 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167275 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 44520 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 24065 members 
Mstep: Class 15 contains 90789 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 19 contains 36860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469792.000000 Penalty: 37579.566406
Iteration 208Q: 18 clusters Score -8.446979e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 12975 members 
Mstep: Class 3 contains 165904 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 59592 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167250 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 24080 members 
Mstep: Class 15 contains 91084 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 19 contains 36856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469640.000000 Penalty: 37579.566406
Iteration 209Q: 18 clusters Score -8.446964e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 137608 members 
Mstep: Class 2 contains 12977 members 
Mstep: Class 3 contains 166162 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 5 contains 59590 members 
Mstep: Class 6 contains 12862 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167253 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 44399 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21463 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 24100 members 
Mstep: Class 15 contains 91401 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 19 contains 36826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469744.000000 Penalty: 37579.566406
Iteration 210Q: 18 clusters Score -8.446974e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 166449 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 5 contains 59589 members 
Mstep: Class 6 contains 12853 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167265 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 44333 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 21450 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 24108 members 
Mstep: Class 15 contains 91730 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 19 contains 36796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469600.000000 Penalty: 37579.566406
Iteration 211Q: 18 clusters Score -8.44696e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 136491 members 
Mstep: Class 2 contains 12973 members 
Mstep: Class 3 contains 166819 members 
Mstep: Class 4 contains 19131 members 
Mstep: Class 5 contains 59595 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167320 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 44270 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 24122 members 
Mstep: Class 15 contains 92055 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 19 contains 36740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469416.000000 Penalty: 37579.566406
Iteration 212Q: 18 clusters Score -8.446942e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 12976 members 
Mstep: Class 3 contains 167183 members 
Mstep: Class 4 contains 19135 members 
Mstep: Class 5 contains 59604 members 
Mstep: Class 6 contains 12853 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167384 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44218 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21373 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 24128 members 
Mstep: Class 15 contains 92397 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 19 contains 36674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469096.000000 Penalty: 37579.566406
Iteration 213Q: 18 clusters Score -8.44691e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 12971 members 
Mstep: Class 3 contains 167720 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 5 contains 59622 members 
Mstep: Class 6 contains 12850 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167458 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44166 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 24127 members 
Mstep: Class 15 contains 92712 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 19 contains 36612 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 18 clusters Score -8.446886e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 134238 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 168302 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 59599 members 
Mstep: Class 6 contains 12847 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167564 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 44118 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21316 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 24124 members 
Mstep: Class 15 contains 93041 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 19 contains 36533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 18 clusters Score -8.446862e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 12955 members 
Mstep: Class 3 contains 168965 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 59578 members 
Mstep: Class 6 contains 12847 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167680 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 44085 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 21298 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 24121 members 
Mstep: Class 15 contains 93376 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 19 contains 36418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468616.000000 Penalty: 37579.566406
Iteration 216Q: 18 clusters Score -8.446862e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 12954 members 
Mstep: Class 3 contains 169662 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 59554 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167760 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 44019 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 21277 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 24129 members 
Mstep: Class 15 contains 93754 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 19 contains 36316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468792.000000 Penalty: 37579.566406
Iteration 217Q: 18 clusters Score -8.446879e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 170395 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 59521 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167883 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 43967 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 21265 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 24147 members 
Mstep: Class 15 contains 94102 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 19 contains 36189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468600.000000 Penalty: 37579.566406
Iteration 218Q: 18 clusters Score -8.44686e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 171135 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 59510 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 168005 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 43918 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 21249 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 24157 members 
Mstep: Class 15 contains 94510 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 19 contains 36064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 37579.566406
Iteration 219Q: 18 clusters Score -8.446826e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 171849 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 59507 members 
Mstep: Class 6 contains 12870 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 168182 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 43850 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 21221 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 94958 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 19 contains 35993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468160.000000 Penalty: 37579.566406
Iteration 220F: 18 clusters Score -8.446816e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 12937 members 
Mstep: Class 3 contains 172538 members 
Mstep: Class 4 contains 19167 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 168407 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 43788 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 21214 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 95432 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 19 contains 35907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468256.000000 Penalty: 37579.566406
Iteration 221Q: 18 clusters Score -8.446826e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 173249 members 
Mstep: Class 4 contains 19169 members 
Mstep: Class 5 contains 59497 members 
Mstep: Class 6 contains 12886 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 168616 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 43724 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 21203 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 24187 members 
Mstep: Class 15 contains 95973 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 19 contains 35795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468536.000000 Penalty: 37579.566406
Iteration 222Q: 18 clusters Score -8.446854e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 125191 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 173996 members 
Mstep: Class 4 contains 19176 members 
Mstep: Class 5 contains 59506 members 
Mstep: Class 6 contains 12888 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 168787 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 43650 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 21196 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 24189 members 
Mstep: Class 15 contains 96527 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 19 contains 35703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468432.000000 Penalty: 37579.566406
Iteration 223Q: 18 clusters Score -8.446843e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 123906 members 
Mstep: Class 2 contains 12938 members 
Mstep: Class 3 contains 174643 members 
Mstep: Class 4 contains 19171 members 
Mstep: Class 5 contains 59511 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 169000 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 43591 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 21208 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 24200 members 
Mstep: Class 15 contains 97088 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 19 contains 35604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467984.000000 Penalty: 37579.566406
Iteration 224Q: 18 clusters Score -8.446798e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 122617 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 175272 members 
Mstep: Class 4 contains 19167 members 
Mstep: Class 5 contains 59495 members 
Mstep: Class 6 contains 12882 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 169230 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 43539 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 21209 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 24212 members 
Mstep: Class 15 contains 97696 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 19 contains 35486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467848.000000 Penalty: 37579.566406
Iteration 225Q: 18 clusters Score -8.446785e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 121270 members 
Mstep: Class 2 contains 12939 members 
Mstep: Class 3 contains 175863 members 
Mstep: Class 4 contains 19158 members 
Mstep: Class 5 contains 59498 members 
Mstep: Class 6 contains 12874 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 169477 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 43471 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 21217 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 24229 members 
Mstep: Class 15 contains 98362 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 19 contains 35377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 18 clusters Score -8.446771e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 176378 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 59516 members 
Mstep: Class 6 contains 12865 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 169767 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 43408 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 21226 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 24242 members 
Mstep: Class 15 contains 99075 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 19 contains 35269 members 
Entering Unmasked Estep 
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Iteration 227Q: 18 clusters Score -8.44673e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 176827 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 59519 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170023 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 43351 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 21232 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 24255 members 
Mstep: Class 15 contains 99835 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 19 contains 35184 members 
Entering Unmasked Estep 
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Iteration 228Q: 18 clusters Score -8.446715e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 12941 members 
Mstep: Class 3 contains 177243 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 5 contains 59513 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170256 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 43334 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 21240 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 24268 members 
Mstep: Class 15 contains 100651 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 19 contains 35096 members 
Entering Unmasked Estep 
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Iteration 229Q: 18 clusters Score -8.446696e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 12943 members 
Mstep: Class 3 contains 177696 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 59526 members 
Mstep: Class 6 contains 12852 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170487 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 43327 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 24280 members 
Mstep: Class 15 contains 101524 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 19 contains 34970 members 
Entering Unmasked Estep 
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Iteration 230Q: 18 clusters Score -8.446646e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 178016 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 59519 members 
Mstep: Class 6 contains 12852 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170757 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 43324 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 21270 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 24302 members 
Mstep: Class 15 contains 102462 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 19 contains 34866 members 
Entering Unmasked Estep 
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Score: -84466416.000000 Penalty: 37579.566406
Iteration 231Q: 18 clusters Score -8.446642e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 178251 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 59517 members 
Mstep: Class 6 contains 12856 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171056 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 43322 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 24325 members 
Mstep: Class 15 contains 103421 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 19 contains 34757 members 
Entering Unmasked Estep 
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Iteration 232Q: 18 clusters Score -8.446619e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 12898 members 
Mstep: Class 3 contains 178474 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 59508 members 
Mstep: Class 6 contains 12864 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171319 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 43293 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 21290 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 24333 members 
Mstep: Class 15 contains 104461 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 19 contains 34658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465808.000000 Penalty: 37579.566406
Iteration 233Q: 18 clusters Score -8.446581e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 178727 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 59492 members 
Mstep: Class 6 contains 12867 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171577 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 43298 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 21303 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 24344 members 
Mstep: Class 15 contains 105541 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 19 contains 34497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465352.000000 Penalty: 37579.566406
Iteration 234Q: 18 clusters Score -8.446535e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 178888 members 
Mstep: Class 4 contains 19145 members 
Mstep: Class 5 contains 59490 members 
Mstep: Class 6 contains 12876 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171778 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 43289 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 21310 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 106701 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 19 contains 34342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465112.000000 Penalty: 37579.566406
Iteration 235Q: 18 clusters Score -8.446511e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 12886 members 
Mstep: Class 3 contains 178968 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 59491 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171947 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 43265 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 21323 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 24373 members 
Mstep: Class 15 contains 107936 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 19 contains 34194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464960.000000 Penalty: 37579.566406
Iteration 236Q: 18 clusters Score -8.446496e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 12881 members 
Mstep: Class 3 contains 179033 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 59485 members 
Mstep: Class 6 contains 12881 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172052 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 43229 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 21335 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 24385 members 
Mstep: Class 15 contains 109257 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 19 contains 34093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464904.000000 Penalty: 37579.566406
Iteration 237Q: 18 clusters Score -8.44649e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 12861 members 
Mstep: Class 3 contains 179153 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 59487 members 
Mstep: Class 6 contains 12892 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172107 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 24394 members 
Mstep: Class 15 contains 110665 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 19 contains 33936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464776.000000 Penalty: 37579.566406
Iteration 238Q: 18 clusters Score -8.446478e+07 nChanged 3707
Entering ConstructFrom: 
Score: -84464776.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (103177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Entering Unmasked Estep 
Score: -11038841.000000 Penalty: 1875.932617
	Iteration 0F: 2 clusters Score -1.103884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -10969812.000000 Penalty: 3751.865234
	Iteration 0F: 3 clusters Score -1.096981e+07 nChanged 49279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -10999097.000000 Penalty: 3751.865234
	Iteration 1F: 3 clusters Score -1.09991e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -11000316.000000 Penalty: 3751.865234
	Iteration 2Q: 3 clusters Score -1.100032e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -11002334.000000 Penalty: 3751.865234
	Iteration 3Q: 3 clusters Score -1.100233e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -11006233.000000 Penalty: 3751.865234
	Iteration 4F: 3 clusters Score -1.100623e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -11012311.000000 Penalty: 3751.865234
	Iteration 5F: 3 clusters Score -1.101231e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -11020177.000000 Penalty: 3751.865234
	Iteration 6F: 3 clusters Score -1.102018e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -11027440.000000 Penalty: 3751.865234
	Iteration 7F: 3 clusters Score -1.102744e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -11032349.000000 Penalty: 3751.865234
	Iteration 8Q: 3 clusters Score -1.103235e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -11034857.000000 Penalty: 3751.865234
	Iteration 9Q: 3 clusters Score -1.103486e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11036008.000000 Penalty: 3751.865234
	Iteration 10Q: 3 clusters Score -1.103601e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11036623.000000 Penalty: 3751.865234
	Iteration 11Q: 3 clusters Score -1.103662e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11036936.000000 Penalty: 3751.865234
	Iteration 12Q: 3 clusters Score -1.103694e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11037099.000000 Penalty: 3751.865234
	Iteration 13Q: 3 clusters Score -1.10371e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11037163.000000 Penalty: 3751.865234
	Iteration 14Q: 3 clusters Score -1.103716e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11037233.000000 Penalty: 3751.865234
	Iteration 15Q: 3 clusters Score -1.103723e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11037278.000000 Penalty: 3751.865234
	Iteration 16Q: 3 clusters Score -1.103728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11037302.000000 Penalty: 3751.865234
	Iteration 17Q: 3 clusters Score -1.10373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11037327.000000 Penalty: 3751.865234
	Iteration 18Q: 3 clusters Score -1.103733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11037340.000000 Penalty: 3751.865234
	Iteration 19Q: 3 clusters Score -1.103734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11037345.000000 Penalty: 3751.865234
	Iteration 20F: 3 clusters Score -1.103734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11037371.000000 Penalty: 3751.865234
	Iteration 21Q: 3 clusters Score -1.103737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11037367.000000 Penalty: 3751.865234
	Iteration 22Q: 3 clusters Score -1.103737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11037368.000000 Penalty: 3751.865234
	Iteration 23Q: 3 clusters Score -1.103737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11037365.000000 Penalty: 3751.865234
	Iteration 24Q: 3 clusters Score -1.103736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11037376.000000 Penalty: 3751.865234
	Iteration 25Q: 3 clusters Score -1.103738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11037372.000000 Penalty: 3751.865234
	Iteration 26Q: 3 clusters Score -1.103737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11037374.000000 Penalty: 3751.865234
	Iteration 27Q: 3 clusters Score -1.103737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11037371.000000 Penalty: 3751.865234
	Iteration 28Q: 3 clusters Score -1.103737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11037378.000000 Penalty: 3751.865234
	Iteration 29Q: 3 clusters Score -1.103738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11037381.000000 Penalty: 3751.865234
	Iteration 30Q: 3 clusters Score -1.103738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11037379.000000 Penalty: 3751.865234
	Iteration 31Q: 3 clusters Score -1.103738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11037382.000000 Penalty: 3751.865234
	Iteration 32Q: 3 clusters Score -1.103738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -11037382.000000 Penalty: 3751.865234
	Iteration 33F: 3 clusters Score -1.103738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -1337290.875000 Penalty: 1537.352783
	Iteration 0F: 2 clusters Score -1337291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1328266.250000 Penalty: 3074.705566
	Iteration 0F: 3 clusters Score -1328266 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1331441.250000 Penalty: 3074.705566
	Iteration 1F: 3 clusters Score -1331441 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1331943.500000 Penalty: 3074.705566
	Iteration 2F: 3 clusters Score -1331944 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1332507.125000 Penalty: 3074.705566
	Iteration 3F: 3 clusters Score -1332507 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1333163.000000 Penalty: 3074.705566
	Iteration 4F: 3 clusters Score -1333163 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1333770.875000 Penalty: 3074.705566
	Iteration 5F: 3 clusters Score -1333771 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1334330.500000 Penalty: 3074.705566
	Iteration 6F: 3 clusters Score -1334330 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1334862.500000 Penalty: 3074.705566
	Iteration 7F: 3 clusters Score -1334862 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1335284.750000 Penalty: 3074.705566
	Iteration 8Q: 3 clusters Score -1335285 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1335581.000000 Penalty: 3074.705566
	Iteration 9Q: 3 clusters Score -1335581 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1335808.750000 Penalty: 3074.705566
	Iteration 10Q: 3 clusters Score -1335809 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1336009.875000 Penalty: 3074.705566
	Iteration 11Q: 3 clusters Score -1336010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1336196.000000 Penalty: 3074.705566
	Iteration 12Q: 3 clusters Score -1336196 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1336361.500000 Penalty: 3074.705566
	Iteration 13Q: 3 clusters Score -1336362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1336467.125000 Penalty: 3074.705566
	Iteration 14Q: 3 clusters Score -1336467 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1336531.500000 Penalty: 3074.705566
	Iteration 15Q: 3 clusters Score -1336532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1336575.375000 Penalty: 3074.705566
	Iteration 16Q: 3 clusters Score -1336575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1336600.250000 Penalty: 3074.705566
	Iteration 17Q: 3 clusters Score -1336600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1336616.375000 Penalty: 3074.705566
	Iteration 18Q: 3 clusters Score -1336616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1336633.750000 Penalty: 3074.705566
	Iteration 19Q: 3 clusters Score -1336634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1336643.250000 Penalty: 3074.705566
	Iteration 20F: 3 clusters Score -1336643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1336650.625000 Penalty: 3074.705566
	Iteration 21Q: 3 clusters Score -1336651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1336655.125000 Penalty: 3074.705566
	Iteration 22Q: 3 clusters Score -1336655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1336657.375000 Penalty: 3074.705566
	Iteration 23Q: 3 clusters Score -1336657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1336660.875000 Penalty: 3074.705566
	Iteration 24Q: 3 clusters Score -1336661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1336659.125000 Penalty: 3074.705566
	Iteration 25Q: 3 clusters Score -1336659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1336660.375000 Penalty: 3074.705566
	Iteration 26Q: 3 clusters Score -1336660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1336658.875000 Penalty: 3074.705566
	Iteration 27Q: 3 clusters Score -1336659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1336659.625000 Penalty: 3074.705566
	Iteration 28Q: 3 clusters Score -1336660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1336660.125000 Penalty: 3074.705566
	Iteration 29Q: 3 clusters Score -1336660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1336663.000000 Penalty: 3074.705566
	Iteration 30Q: 3 clusters Score -1336663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1336668.500000 Penalty: 3074.705566
	Iteration 31Q: 3 clusters Score -1336668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1336674.750000 Penalty: 3074.705566
	Iteration 32Q: 3 clusters Score -1336675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1336676.375000 Penalty: 3074.705566
	Iteration 33Q: 3 clusters Score -1336676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1336680.125000 Penalty: 3074.705566
	Iteration 34Q: 3 clusters Score -1336680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1336681.250000 Penalty: 3074.705566
	Iteration 35Q: 3 clusters Score -1336681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1336679.750000 Penalty: 3074.705566
	Iteration 36Q: 3 clusters Score -1336680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1336678.625000 Penalty: 3074.705566
	Iteration 37Q: 3 clusters Score -1336679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1336679.500000 Penalty: 3074.705566
	Iteration 38Q: 3 clusters Score -1336680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1336679.500000 Penalty: 3074.705566
	Iteration 39Q: 3 clusters Score -1336680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1336683.125000 Penalty: 3074.705566
	Iteration 40F: 3 clusters Score -1336683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1336684.125000 Penalty: 3074.705566
	Iteration 41Q: 3 clusters Score -1336684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1336684.125000 Penalty: 3074.705566
	Iteration 42F: 3 clusters Score -1336684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179224 members 
Entering Unmasked Estep 
Score: -19212918.000000 Penalty: 1965.663696
	Iteration 0F: 2 clusters Score -1.921292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -19100266.000000 Penalty: 3931.327393
	Iteration 0F: 3 clusters Score -1.910027e+07 nChanged 86725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -19152166.000000 Penalty: 3931.327393
	Iteration 1F: 3 clusters Score -1.915217e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -19153590.000000 Penalty: 3931.327393
	Iteration 2Q: 3 clusters Score -1.915359e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -19155196.000000 Penalty: 3931.327393
	Iteration 3Q: 3 clusters Score -1.91552e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -19157408.000000 Penalty: 3931.327393
	Iteration 4Q: 3 clusters Score -1.915741e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -19160616.000000 Penalty: 3931.327393
	Iteration 5Q: 3 clusters Score -1.916062e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -19165246.000000 Penalty: 3931.327393
	Iteration 6Q: 3 clusters Score -1.916525e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -19172084.000000 Penalty: 3931.327393
	Iteration 7F: 3 clusters Score -1.917208e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -19181458.000000 Penalty: 3931.327393
	Iteration 8F: 3 clusters Score -1.918146e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -19190094.000000 Penalty: 3931.327393
	Iteration 9F: 3 clusters Score -1.919009e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -19194278.000000 Penalty: 3931.327393
	Iteration 10F: 3 clusters Score -1.919428e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -19195356.000000 Penalty: 3931.327393
	Iteration 11Q: 3 clusters Score -1.919536e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -19195830.000000 Penalty: 3931.327393
	Iteration 12Q: 3 clusters Score -1.919583e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -19196098.000000 Penalty: 3931.327393
	Iteration 13Q: 3 clusters Score -1.91961e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -19196260.000000 Penalty: 3931.327393
	Iteration 14Q: 3 clusters Score -1.919626e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -19196418.000000 Penalty: 3931.327393
	Iteration 15Q: 3 clusters Score -1.919642e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -19196446.000000 Penalty: 3931.327393
	Iteration 16Q: 3 clusters Score -1.919645e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -19196614.000000 Penalty: 3931.327393
	Iteration 17Q: 3 clusters Score -1.919661e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -19196734.000000 Penalty: 3931.327393
	Iteration 18Q: 3 clusters Score -1.919673e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -19196726.000000 Penalty: 3931.327393
	Iteration 19Q: 3 clusters Score -1.919673e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -19196796.000000 Penalty: 3931.327393
	Iteration 20F: 3 clusters Score -1.91968e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -19196892.000000 Penalty: 3931.327393
	Iteration 21Q: 3 clusters Score -1.919689e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -19196976.000000 Penalty: 3931.327393
	Iteration 22Q: 3 clusters Score -1.919698e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -19197074.000000 Penalty: 3931.327393
	Iteration 23Q: 3 clusters Score -1.919707e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -19197146.000000 Penalty: 3931.327393
	Iteration 24Q: 3 clusters Score -1.919715e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -19197164.000000 Penalty: 3931.327393
	Iteration 25Q: 3 clusters Score -1.919716e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -19197162.000000 Penalty: 3931.327393
	Iteration 26Q: 3 clusters Score -1.919716e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -19197212.000000 Penalty: 3931.327393
	Iteration 27Q: 3 clusters Score -1.919721e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -19197262.000000 Penalty: 3931.327393
	Iteration 28Q: 3 clusters Score -1.919726e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -19197276.000000 Penalty: 3931.327393
	Iteration 29Q: 3 clusters Score -1.919728e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -19197356.000000 Penalty: 3931.327393
	Iteration 30Q: 3 clusters Score -1.919736e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -19197426.000000 Penalty: 3931.327393
	Iteration 31Q: 3 clusters Score -1.919743e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -19197430.000000 Penalty: 3931.327393
	Iteration 32Q: 3 clusters Score -1.919743e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -19197440.000000 Penalty: 3931.327393
	Iteration 33Q: 3 clusters Score -1.919744e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -19197444.000000 Penalty: 3931.327393
	Iteration 34Q: 3 clusters Score -1.919744e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -19197470.000000 Penalty: 3931.327393
	Iteration 35Q: 3 clusters Score -1.919747e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -19197546.000000 Penalty: 3931.327393
	Iteration 36Q: 3 clusters Score -1.919755e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -19197630.000000 Penalty: 3931.327393
	Iteration 37Q: 3 clusters Score -1.919763e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -19197706.000000 Penalty: 3931.327393
	Iteration 38Q: 3 clusters Score -1.919771e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -19197830.000000 Penalty: 3931.327393
	Iteration 39Q: 3 clusters Score -1.919783e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -19197968.000000 Penalty: 3931.327393
	Iteration 40F: 3 clusters Score -1.919797e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -19198082.000000 Penalty: 3931.327393
	Iteration 41Q: 3 clusters Score -1.919808e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -19198228.000000 Penalty: 3931.327393
	Iteration 42Q: 3 clusters Score -1.919823e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -19198400.000000 Penalty: 3931.327393
	Iteration 43Q: 3 clusters Score -1.91984e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -19198676.000000 Penalty: 3931.327393
	Iteration 44Q: 3 clusters Score -1.919868e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -19198804.000000 Penalty: 3931.327393
	Iteration 45Q: 3 clusters Score -1.91988e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -19198914.000000 Penalty: 3931.327393
	Iteration 46Q: 3 clusters Score -1.919891e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -19199128.000000 Penalty: 3931.327393
	Iteration 47Q: 3 clusters Score -1.919913e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 111722 members 
Entering Unmasked Estep 
Score: -19199434.000000 Penalty: 3931.327393
	Iteration 48Q: 3 clusters Score -1.919943e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -19199782.000000 Penalty: 3931.327393
	Iteration 49Q: 3 clusters Score -1.919978e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -19200236.000000 Penalty: 3931.327393
	Iteration 50Q: 3 clusters Score -1.920024e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -19200724.000000 Penalty: 3931.327393
	Iteration 51Q: 3 clusters Score -1.920072e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -19201252.000000 Penalty: 3931.327393
	Iteration 52Q: 3 clusters Score -1.920125e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -19201830.000000 Penalty: 3931.327393
	Iteration 53Q: 3 clusters Score -1.920183e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -19202568.000000 Penalty: 3931.327393
	Iteration 54Q: 3 clusters Score -1.920257e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -19203320.000000 Penalty: 3931.327393
	Iteration 55Q: 3 clusters Score -1.920332e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 120337 members 
Entering Unmasked Estep 
Score: -19204174.000000 Penalty: 3931.327393
	Iteration 56Q: 3 clusters Score -1.920417e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -19204896.000000 Penalty: 3931.327393
	Iteration 57Q: 3 clusters Score -1.92049e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -19205528.000000 Penalty: 3931.327393
	Iteration 58Q: 3 clusters Score -1.920553e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -19206186.000000 Penalty: 3931.327393
	Iteration 59Q: 3 clusters Score -1.920619e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -19206870.000000 Penalty: 3931.327393
	Iteration 60F: 3 clusters Score -1.920687e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -19207546.000000 Penalty: 3931.327393
	Iteration 61Q: 3 clusters Score -1.920755e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -19208064.000000 Penalty: 3931.327393
	Iteration 62Q: 3 clusters Score -1.920806e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 125256 members 
Entering Unmasked Estep 
Score: -19208382.000000 Penalty: 3931.327393
	Iteration 63Q: 3 clusters Score -1.920838e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -19208686.000000 Penalty: 3931.327393
	Iteration 64Q: 3 clusters Score -1.920869e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -19208878.000000 Penalty: 3931.327393
	Iteration 65Q: 3 clusters Score -1.920888e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -19208996.000000 Penalty: 3931.327393
	Iteration 66Q: 3 clusters Score -1.9209e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 126693 members 
Entering Unmasked Estep 
Score: -19209134.000000 Penalty: 3931.327393
	Iteration 67Q: 3 clusters Score -1.920913e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -19209100.000000 Penalty: 3931.327393
	Iteration 68Q: 3 clusters Score -1.92091e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -19209168.000000 Penalty: 3931.327393
	Iteration 69Q: 3 clusters Score -1.920917e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -19209254.000000 Penalty: 3931.327393
	Iteration 70Q: 3 clusters Score -1.920925e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -19209388.000000 Penalty: 3931.327393
	Iteration 71Q: 3 clusters Score -1.920939e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -19209434.000000 Penalty: 3931.327393
	Iteration 72Q: 3 clusters Score -1.920943e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -19209460.000000 Penalty: 3931.327393
	Iteration 73Q: 3 clusters Score -1.920946e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -19209458.000000 Penalty: 3931.327393
	Iteration 74Q: 3 clusters Score -1.920946e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -19209532.000000 Penalty: 3931.327393
	Iteration 75Q: 3 clusters Score -1.920953e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -19209492.000000 Penalty: 3931.327393
	Iteration 76Q: 3 clusters Score -1.920949e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 129874 members 
Entering Unmasked Estep 
Score: -19209586.000000 Penalty: 3931.327393
	Iteration 77Q: 3 clusters Score -1.920959e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -19209568.000000 Penalty: 3931.327393
	Iteration 78Q: 3 clusters Score -1.920957e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -19209552.000000 Penalty: 3931.327393
	Iteration 79Q: 3 clusters Score -1.920955e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -19209572.000000 Penalty: 3931.327393
	Iteration 80F: 3 clusters Score -1.920957e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -19209570.000000 Penalty: 3931.327393
	Iteration 81Q: 3 clusters Score -1.920957e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -19209560.000000 Penalty: 3931.327393
	Iteration 82Q: 3 clusters Score -1.920956e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -19209552.000000 Penalty: 3931.327393
	Iteration 83Q: 3 clusters Score -1.920955e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 132015 members 
Entering Unmasked Estep 
Score: -19209560.000000 Penalty: 3931.327393
	Iteration 84Q: 3 clusters Score -1.920956e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 132356 members 
Entering Unmasked Estep 
Score: -19209590.000000 Penalty: 3931.327393
	Iteration 85Q: 3 clusters Score -1.920959e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 132676 members 
Entering Unmasked Estep 
Score: -19209602.000000 Penalty: 3931.327393
	Iteration 86Q: 3 clusters Score -1.92096e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -19209662.000000 Penalty: 3931.327393
	Iteration 87Q: 3 clusters Score -1.920966e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 133331 members 
Entering Unmasked Estep 
Score: -19209682.000000 Penalty: 3931.327393
	Iteration 88Q: 3 clusters Score -1.920968e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -19209710.000000 Penalty: 3931.327393
	Iteration 89Q: 3 clusters Score -1.920971e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -19209632.000000 Penalty: 3931.327393
	Iteration 90Q: 3 clusters Score -1.920963e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -19209614.000000 Penalty: 3931.327393
	Iteration 91Q: 3 clusters Score -1.920961e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -19209600.000000 Penalty: 3931.327393
	Iteration 92Q: 3 clusters Score -1.92096e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -19209600.000000 Penalty: 3931.327393
	Iteration 93Q: 3 clusters Score -1.92096e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -19209576.000000 Penalty: 3931.327393
	Iteration 94Q: 3 clusters Score -1.920958e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -19209598.000000 Penalty: 3931.327393
	Iteration 95Q: 3 clusters Score -1.92096e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -19209606.000000 Penalty: 3931.327393
	Iteration 96Q: 3 clusters Score -1.920961e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -19209610.000000 Penalty: 3931.327393
	Iteration 97Q: 3 clusters Score -1.920961e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 137761 members 
Entering Unmasked Estep 
Score: -19209612.000000 Penalty: 3931.327393
	Iteration 98Q: 3 clusters Score -1.920961e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -19209624.000000 Penalty: 3931.327393
	Iteration 99Q: 3 clusters Score -1.920962e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -19209610.000000 Penalty: 3931.327393
	Iteration 100F: 3 clusters Score -1.920961e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -19209656.000000 Penalty: 3931.327393
	Iteration 101Q: 3 clusters Score -1.920966e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -19209710.000000 Penalty: 3931.327393
	Iteration 102Q: 3 clusters Score -1.920971e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -19209804.000000 Penalty: 3931.327393
	Iteration 103Q: 3 clusters Score -1.92098e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -19209786.000000 Penalty: 3931.327393
	Iteration 104Q: 3 clusters Score -1.920979e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -19209848.000000 Penalty: 3931.327393
	Iteration 105Q: 3 clusters Score -1.920985e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 144192 members 
Entering Unmasked Estep 
Score: -19209916.000000 Penalty: 3931.327393
	Iteration 106Q: 3 clusters Score -1.920992e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -19210004.000000 Penalty: 3931.327393
	Iteration 107Q: 3 clusters Score -1.921e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 145863 members 
Entering Unmasked Estep 
Score: -19210058.000000 Penalty: 3931.327393
	Iteration 108Q: 3 clusters Score -1.921006e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -19210166.000000 Penalty: 3931.327393
	Iteration 109Q: 3 clusters Score -1.921017e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -19210164.000000 Penalty: 3931.327393
	Iteration 110Q: 3 clusters Score -1.921016e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -19210194.000000 Penalty: 3931.327393
	Iteration 111Q: 3 clusters Score -1.921019e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -19210262.000000 Penalty: 3931.327393
	Iteration 112Q: 3 clusters Score -1.921026e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -19210302.000000 Penalty: 3931.327393
	Iteration 113Q: 3 clusters Score -1.92103e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -19210328.000000 Penalty: 3931.327393
	Iteration 114Q: 3 clusters Score -1.921033e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -19210270.000000 Penalty: 3931.327393
	Iteration 115Q: 3 clusters Score -1.921027e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -19210376.000000 Penalty: 3931.327393
	Iteration 116Q: 3 clusters Score -1.921038e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -19210392.000000 Penalty: 3931.327393
	Iteration 117Q: 3 clusters Score -1.921039e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -19210464.000000 Penalty: 3931.327393
	Iteration 118Q: 3 clusters Score -1.921046e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -19210520.000000 Penalty: 3931.327393
	Iteration 119Q: 3 clusters Score -1.921052e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -19210420.000000 Penalty: 3931.327393
	Iteration 120F: 3 clusters Score -1.921042e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -19210342.000000 Penalty: 3931.327393
	Iteration 121Q: 3 clusters Score -1.921034e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 159563 members 
Entering Unmasked Estep 
Score: -19210250.000000 Penalty: 3931.327393
	Iteration 122Q: 3 clusters Score -1.921025e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -19210080.000000 Penalty: 3931.327393
	Iteration 123Q: 3 clusters Score -1.921008e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -19209986.000000 Penalty: 3931.327393
	Iteration 124Q: 3 clusters Score -1.920999e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -19209912.000000 Penalty: 3931.327393
	Iteration 125Q: 3 clusters Score -1.920991e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -19209864.000000 Penalty: 3931.327393
	Iteration 126Q: 3 clusters Score -1.920986e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -19209886.000000 Penalty: 3931.327393
	Iteration 127Q: 3 clusters Score -1.920989e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 166290 members 
Entering Unmasked Estep 
Score: -19209856.000000 Penalty: 3931.327393
	Iteration 128Q: 3 clusters Score -1.920986e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -19209794.000000 Penalty: 3931.327393
	Iteration 129Q: 3 clusters Score -1.920979e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -19209812.000000 Penalty: 3931.327393
	Iteration 130Q: 3 clusters Score -1.920981e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -19209932.000000 Penalty: 3931.327393
	Iteration 131Q: 3 clusters Score -1.920993e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -19210130.000000 Penalty: 3931.327393
	Iteration 132Q: 3 clusters Score -1.921013e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -19210144.000000 Penalty: 3931.327393
	Iteration 133Q: 3 clusters Score -1.921014e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -19210264.000000 Penalty: 3931.327393
	Iteration 134Q: 3 clusters Score -1.921026e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -19210352.000000 Penalty: 3931.327393
	Iteration 135Q: 3 clusters Score -1.921035e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 173150 members 
Entering Unmasked Estep 
Score: -19210472.000000 Penalty: 3931.327393
	Iteration 136Q: 3 clusters Score -1.921047e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 173797 members 
Entering Unmasked Estep 
Score: -19210634.000000 Penalty: 3931.327393
	Iteration 137Q: 3 clusters Score -1.921063e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -19210660.000000 Penalty: 3931.327393
	Iteration 138Q: 3 clusters Score -1.921066e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -19210820.000000 Penalty: 3931.327393
	Iteration 139Q: 3 clusters Score -1.921082e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -19210990.000000 Penalty: 3931.327393
	Iteration 140F: 3 clusters Score -1.921099e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -19211092.000000 Penalty: 3931.327393
	Iteration 141Q: 3 clusters Score -1.921109e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -19211178.000000 Penalty: 3931.327393
	Iteration 142Q: 3 clusters Score -1.921118e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 176259 members 
Entering Unmasked Estep 
Score: -19211244.000000 Penalty: 3931.327393
	Iteration 143Q: 3 clusters Score -1.921124e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -19211300.000000 Penalty: 3931.327393
	Iteration 144Q: 3 clusters Score -1.92113e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 176661 members 
Entering Unmasked Estep 
Score: -19211272.000000 Penalty: 3931.327393
	Iteration 145Q: 3 clusters Score -1.921127e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 176817 members 
Entering Unmasked Estep 
Score: -19211252.000000 Penalty: 3931.327393
	Iteration 146Q: 3 clusters Score -1.921125e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 176933 members 
Entering Unmasked Estep 
Score: -19211290.000000 Penalty: 3931.327393
	Iteration 147Q: 3 clusters Score -1.921129e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 177049 members 
Entering Unmasked Estep 
Score: -19211328.000000 Penalty: 3931.327393
	Iteration 148Q: 3 clusters Score -1.921133e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -19211342.000000 Penalty: 3931.327393
	Iteration 149Q: 3 clusters Score -1.921134e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -19211358.000000 Penalty: 3931.327393
	Iteration 150Q: 3 clusters Score -1.921136e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -19211378.000000 Penalty: 3931.327393
	Iteration 151Q: 3 clusters Score -1.921138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -19211392.000000 Penalty: 3931.327393
	Iteration 152Q: 3 clusters Score -1.921139e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -19211380.000000 Penalty: 3931.327393
	Iteration 153Q: 3 clusters Score -1.921138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 177479 members 
Entering Unmasked Estep 
Score: -19211400.000000 Penalty: 3931.327393
	Iteration 154Q: 3 clusters Score -1.92114e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -19211398.000000 Penalty: 3931.327393
	Iteration 155Q: 3 clusters Score -1.92114e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -19211408.000000 Penalty: 3931.327393
	Iteration 156Q: 3 clusters Score -1.921141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 177577 members 
Entering Unmasked Estep 
Score: -19211424.000000 Penalty: 3931.327393
	Iteration 157Q: 3 clusters Score -1.921142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -19211422.000000 Penalty: 3931.327393
	Iteration 158Q: 3 clusters Score -1.921142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 177634 members 
Entering Unmasked Estep 
Score: -19211438.000000 Penalty: 3931.327393
	Iteration 159Q: 3 clusters Score -1.921144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 177663 members 
Entering Unmasked Estep 
Score: -19211434.000000 Penalty: 3931.327393
	Iteration 160F: 3 clusters Score -1.921143e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 177687 members 
Entering Unmasked Estep 
Score: -19211452.000000 Penalty: 3931.327393
	Iteration 161Q: 3 clusters Score -1.921145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -19211446.000000 Penalty: 3931.327393
	Iteration 162Q: 3 clusters Score -1.921145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 177727 members 
Entering Unmasked Estep 
Score: -19211454.000000 Penalty: 3931.327393
	Iteration 163Q: 3 clusters Score -1.921145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -19211464.000000 Penalty: 3931.327393
	Iteration 164Q: 3 clusters Score -1.921146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -19211458.000000 Penalty: 3931.327393
	Iteration 165Q: 3 clusters Score -1.921146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -19211450.000000 Penalty: 3931.327393
	Iteration 166Q: 3 clusters Score -1.921145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -19211450.000000 Penalty: 3931.327393
	Iteration 167Q: 3 clusters Score -1.921145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -19211454.000000 Penalty: 3931.327393
	Iteration 168Q: 3 clusters Score -1.921145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -19211466.000000 Penalty: 3931.327393
	Iteration 169Q: 3 clusters Score -1.921147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 177794 members 
Entering Unmasked Estep 
Score: -19211456.000000 Penalty: 3931.327393
	Iteration 170Q: 3 clusters Score -1.921146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 177794 members 
Entering Unmasked Estep 
Score: -19211444.000000 Penalty: 3931.327393
	Iteration 171Q: 3 clusters Score -1.921144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 177798 members 
Entering Unmasked Estep 
Score: -19211448.000000 Penalty: 3931.327393
	Iteration 172Q: 3 clusters Score -1.921145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -19211452.000000 Penalty: 3931.327393
	Iteration 173Q: 3 clusters Score -1.921145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 177803 members 
Entering Unmasked Estep 
Score: -19211446.000000 Penalty: 3931.327393
	Iteration 174Q: 3 clusters Score -1.921145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 177803 members 
Entering Unmasked Estep 
Score: -19211442.000000 Penalty: 3931.327393
	Iteration 175Q: 3 clusters Score -1.921144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -19211448.000000 Penalty: 3931.327393
	Iteration 176Q: 3 clusters Score -1.921145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -19211448.000000 Penalty: 3931.327393
	Iteration 177F: 3 clusters Score -1.921145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Entering Unmasked Estep 
Score: -2028871.875000 Penalty: 1602.293335
	Iteration 0F: 2 clusters Score -2028872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2015778.500000 Penalty: 3204.586670
	Iteration 0F: 3 clusters Score -2015778 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2020587.125000 Penalty: 3204.586670
	Iteration 1F: 3 clusters Score -2020587 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2021235.000000 Penalty: 3204.586670
	Iteration 2F: 3 clusters Score -2021235 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2022103.250000 Penalty: 3204.586670
	Iteration 3F: 3 clusters Score -2022103 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2023241.625000 Penalty: 3204.586670
	Iteration 4F: 3 clusters Score -2023242 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2024467.750000 Penalty: 3204.586670
	Iteration 5F: 3 clusters Score -2024468 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2025403.250000 Penalty: 3204.586670
	Iteration 6F: 3 clusters Score -2025403 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2025962.875000 Penalty: 3204.586670
	Iteration 7Q: 3 clusters Score -2025963 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2026284.125000 Penalty: 3204.586670
	Iteration 8Q: 3 clusters Score -2026284 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2026482.250000 Penalty: 3204.586670
	Iteration 9Q: 3 clusters Score -2026482 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2026636.125000 Penalty: 3204.586670
	Iteration 10Q: 3 clusters Score -2026636 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2026781.750000 Penalty: 3204.586670
	Iteration 11Q: 3 clusters Score -2026782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2026934.625000 Penalty: 3204.586670
	Iteration 12Q: 3 clusters Score -2026935 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2027102.000000 Penalty: 3204.586670
	Iteration 13Q: 3 clusters Score -2027102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2027255.500000 Penalty: 3204.586670
	Iteration 14Q: 3 clusters Score -2027256 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2027397.250000 Penalty: 3204.586670
	Iteration 15Q: 3 clusters Score -2027397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2027503.000000 Penalty: 3204.586670
	Iteration 16Q: 3 clusters Score -2027503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2027580.375000 Penalty: 3204.586670
	Iteration 17Q: 3 clusters Score -2027580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2027627.875000 Penalty: 3204.586670
	Iteration 18Q: 3 clusters Score -2027628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2027666.250000 Penalty: 3204.586670
	Iteration 19Q: 3 clusters Score -2027666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2027708.000000 Penalty: 3204.586670
	Iteration 20F: 3 clusters Score -2027708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2027734.375000 Penalty: 3204.586670
	Iteration 21Q: 3 clusters Score -2027734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2027752.750000 Penalty: 3204.586670
	Iteration 22Q: 3 clusters Score -2027753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2027770.625000 Penalty: 3204.586670
	Iteration 23Q: 3 clusters Score -2027771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2027783.500000 Penalty: 3204.586670
	Iteration 24Q: 3 clusters Score -2027784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2027797.375000 Penalty: 3204.586670
	Iteration 25Q: 3 clusters Score -2027797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2027809.375000 Penalty: 3204.586670
	Iteration 26Q: 3 clusters Score -2027809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2027816.750000 Penalty: 3204.586670
	Iteration 27Q: 3 clusters Score -2027817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2027820.625000 Penalty: 3204.586670
	Iteration 28Q: 3 clusters Score -2027821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2027824.125000 Penalty: 3204.586670
	Iteration 29Q: 3 clusters Score -2027824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2027826.000000 Penalty: 3204.586670
	Iteration 30Q: 3 clusters Score -2027826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2027830.500000 Penalty: 3204.586670
	Iteration 31Q: 3 clusters Score -2027830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2027834.125000 Penalty: 3204.586670
	Iteration 32Q: 3 clusters Score -2027834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2027838.375000 Penalty: 3204.586670
	Iteration 33Q: 3 clusters Score -2027838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2027841.375000 Penalty: 3204.586670
	Iteration 34Q: 3 clusters Score -2027841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2027842.750000 Penalty: 3204.586670
	Iteration 35Q: 3 clusters Score -2027843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2027846.250000 Penalty: 3204.586670
	Iteration 36Q: 3 clusters Score -2027846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2027846.750000 Penalty: 3204.586670
	Iteration 37Q: 3 clusters Score -2027847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2027851.875000 Penalty: 3204.586670
	Iteration 38Q: 3 clusters Score -2027852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2027854.375000 Penalty: 3204.586670
	Iteration 39Q: 3 clusters Score -2027854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2027856.375000 Penalty: 3204.586670
	Iteration 40F: 3 clusters Score -2027856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2027856.375000 Penalty: 3204.586670
	Iteration 41Q: 3 clusters Score -2027856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2027855.750000 Penalty: 3204.586670
	Iteration 42Q: 3 clusters Score -2027856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2027856.875000 Penalty: 3204.586670
	Iteration 43Q: 3 clusters Score -2027857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2027857.500000 Penalty: 3204.586670
	Iteration 44Q: 3 clusters Score -2027858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2027857.625000 Penalty: 3204.586670
	Iteration 45Q: 3 clusters Score -2027858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2027858.750000 Penalty: 3204.586670
	Iteration 46Q: 3 clusters Score -2027859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2027857.875000 Penalty: 3204.586670
	Iteration 47Q: 3 clusters Score -2027858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2027858.625000 Penalty: 3204.586670
	Iteration 48Q: 3 clusters Score -2027859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2027858.625000 Penalty: 3204.586670
	Iteration 49F: 3 clusters Score -2027859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Entering Unmasked Estep 
Score: -6213869.000000 Penalty: 1786.481323
	Iteration 0F: 2 clusters Score -6213869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -6174290.000000 Penalty: 3572.962646
	Iteration 0F: 3 clusters Score -6174290 nChanged 28104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -6190153.000000 Penalty: 3572.962646
	Iteration 1F: 3 clusters Score -6190153 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -6190513.500000 Penalty: 3572.962646
	Iteration 2Q: 3 clusters Score -6190514 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -6191003.000000 Penalty: 3572.962646
	Iteration 3Q: 3 clusters Score -6191003 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -6191387.000000 Penalty: 3572.962646
	Iteration 4Q: 3 clusters Score -6191387 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -6192015.500000 Penalty: 3572.962646
	Iteration 5Q: 3 clusters Score -6192016 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -6192813.500000 Penalty: 3572.962646
	Iteration 6Q: 3 clusters Score -6192814 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -6194054.500000 Penalty: 3572.962646
	Iteration 7Q: 3 clusters Score -6194054 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -6195909.000000 Penalty: 3572.962646
	Iteration 8F: 3 clusters Score -6195909 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -6198623.000000 Penalty: 3572.962646
	Iteration 9F: 3 clusters Score -6198623 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -6201861.000000 Penalty: 3572.962646
	Iteration 10F: 3 clusters Score -6201861 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -6205248.500000 Penalty: 3572.962646
	Iteration 11F: 3 clusters Score -6205248 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -6208069.500000 Penalty: 3572.962646
	Iteration 12F: 3 clusters Score -6208070 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6210190.500000 Penalty: 3572.962646
	Iteration 13Q: 3 clusters Score -6210190 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -6211362.500000 Penalty: 3572.962646
	Iteration 14Q: 3 clusters Score -6211362 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -6211824.500000 Penalty: 3572.962646
	Iteration 15Q: 3 clusters Score -6211824 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -6212043.000000 Penalty: 3572.962646
	Iteration 16Q: 3 clusters Score -6212043 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -6212177.000000 Penalty: 3572.962646
	Iteration 17Q: 3 clusters Score -6212177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -6212242.000000 Penalty: 3572.962646
	Iteration 18Q: 3 clusters Score -6212242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -6212277.500000 Penalty: 3572.962646
	Iteration 19Q: 3 clusters Score -6212278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -6212302.000000 Penalty: 3572.962646
	Iteration 20F: 3 clusters Score -6212302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -6212327.500000 Penalty: 3572.962646
	Iteration 21Q: 3 clusters Score -6212328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6212331.500000 Penalty: 3572.962646
	Iteration 22Q: 3 clusters Score -6212332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -6212336.500000 Penalty: 3572.962646
	Iteration 23Q: 3 clusters Score -6212336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6212347.500000 Penalty: 3572.962646
	Iteration 24Q: 3 clusters Score -6212348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -6212363.000000 Penalty: 3572.962646
	Iteration 25Q: 3 clusters Score -6212363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -6212373.000000 Penalty: 3572.962646
	Iteration 26Q: 3 clusters Score -6212373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -6212372.500000 Penalty: 3572.962646
	Iteration 27Q: 3 clusters Score -6212372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -6212378.000000 Penalty: 3572.962646
	Iteration 28Q: 3 clusters Score -6212378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6212384.000000 Penalty: 3572.962646
	Iteration 29Q: 3 clusters Score -6212384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -6212387.000000 Penalty: 3572.962646
	Iteration 30Q: 3 clusters Score -6212387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -6212390.500000 Penalty: 3572.962646
	Iteration 31Q: 3 clusters Score -6212390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -6212386.000000 Penalty: 3572.962646
	Iteration 32Q: 3 clusters Score -6212386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -6212391.000000 Penalty: 3572.962646
	Iteration 33Q: 3 clusters Score -6212391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -6212399.000000 Penalty: 3572.962646
	Iteration 34Q: 3 clusters Score -6212399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -6212396.500000 Penalty: 3572.962646
	Iteration 35Q: 3 clusters Score -6212396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -6212396.500000 Penalty: 3572.962646
	Iteration 36Q: 3 clusters Score -6212396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -6212395.000000 Penalty: 3572.962646
	Iteration 37Q: 3 clusters Score -6212395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -6212398.000000 Penalty: 3572.962646
	Iteration 38Q: 3 clusters Score -6212398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -6212402.000000 Penalty: 3572.962646
	Iteration 39Q: 3 clusters Score -6212402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -6212402.000000 Penalty: 3572.962646
	Iteration 40F: 3 clusters Score -6212402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Entering Unmasked Estep 
Score: -1353471.375000 Penalty: 1538.009155
	Iteration 0F: 2 clusters Score -1353471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1344495.000000 Penalty: 3076.018311
	Iteration 0F: 3 clusters Score -1344495 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1347555.875000 Penalty: 3076.018311
	Iteration 1F: 3 clusters Score -1347556 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1347977.750000 Penalty: 3076.018311
	Iteration 2F: 3 clusters Score -1347978 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1348438.750000 Penalty: 3076.018311
	Iteration 3F: 3 clusters Score -1348439 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1348888.250000 Penalty: 3076.018311
	Iteration 4F: 3 clusters Score -1348888 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1349293.625000 Penalty: 3076.018311
	Iteration 5F: 3 clusters Score -1349294 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1349708.750000 Penalty: 3076.018311
	Iteration 6F: 3 clusters Score -1349709 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1350109.750000 Penalty: 3076.018311
	Iteration 7F: 3 clusters Score -1350110 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1350483.875000 Penalty: 3076.018311
	Iteration 8Q: 3 clusters Score -1350484 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1350813.375000 Penalty: 3076.018311
	Iteration 9Q: 3 clusters Score -1350813 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1351089.500000 Penalty: 3076.018311
	Iteration 10Q: 3 clusters Score -1351090 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1351305.375000 Penalty: 3076.018311
	Iteration 11Q: 3 clusters Score -1351305 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1351524.875000 Penalty: 3076.018311
	Iteration 12Q: 3 clusters Score -1351525 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1351715.875000 Penalty: 3076.018311
	Iteration 13Q: 3 clusters Score -1351716 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1351911.250000 Penalty: 3076.018311
	Iteration 14Q: 3 clusters Score -1351911 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1352094.875000 Penalty: 3076.018311
	Iteration 15Q: 3 clusters Score -1352095 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1352296.000000 Penalty: 3076.018311
	Iteration 16Q: 3 clusters Score -1352296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1352420.750000 Penalty: 3076.018311
	Iteration 17Q: 3 clusters Score -1352421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1352514.875000 Penalty: 3076.018311
	Iteration 18Q: 3 clusters Score -1352515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1352570.125000 Penalty: 3076.018311
	Iteration 19Q: 3 clusters Score -1352570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1352605.625000 Penalty: 3076.018311
	Iteration 20F: 3 clusters Score -1352606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1352626.250000 Penalty: 3076.018311
	Iteration 21Q: 3 clusters Score -1352626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1352636.875000 Penalty: 3076.018311
	Iteration 22Q: 3 clusters Score -1352637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1352653.750000 Penalty: 3076.018311
	Iteration 23Q: 3 clusters Score -1352654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1352663.750000 Penalty: 3076.018311
	Iteration 24Q: 3 clusters Score -1352664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1352675.125000 Penalty: 3076.018311
	Iteration 25Q: 3 clusters Score -1352675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1352683.625000 Penalty: 3076.018311
	Iteration 26Q: 3 clusters Score -1352684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1352687.000000 Penalty: 3076.018311
	Iteration 27Q: 3 clusters Score -1352687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1352689.625000 Penalty: 3076.018311
	Iteration 28Q: 3 clusters Score -1352690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1352694.000000 Penalty: 3076.018311
	Iteration 29Q: 3 clusters Score -1352694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1352694.375000 Penalty: 3076.018311
	Iteration 30Q: 3 clusters Score -1352694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1352696.875000 Penalty: 3076.018311
	Iteration 31Q: 3 clusters Score -1352697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1352698.125000 Penalty: 3076.018311
	Iteration 32Q: 3 clusters Score -1352698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1352698.000000 Penalty: 3076.018311
	Iteration 33Q: 3 clusters Score -1352698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1352698.750000 Penalty: 3076.018311
	Iteration 34Q: 3 clusters Score -1352699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1352699.250000 Penalty: 3076.018311
	Iteration 35Q: 3 clusters Score -1352699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1352701.875000 Penalty: 3076.018311
	Iteration 36Q: 3 clusters Score -1352702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1352705.375000 Penalty: 3076.018311
	Iteration 37Q: 3 clusters Score -1352705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1352706.500000 Penalty: 3076.018311
	Iteration 38Q: 3 clusters Score -1352706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1352704.750000 Penalty: 3076.018311
	Iteration 39Q: 3 clusters Score -1352705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1352713.125000 Penalty: 3076.018311
	Iteration 40F: 3 clusters Score -1352713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1352715.000000 Penalty: 3076.018311
	Iteration 41Q: 3 clusters Score -1352715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1352719.250000 Penalty: 3076.018311
	Iteration 42Q: 3 clusters Score -1352719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1352727.625000 Penalty: 3076.018311
	Iteration 43Q: 3 clusters Score -1352728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1352732.125000 Penalty: 3076.018311
	Iteration 44Q: 3 clusters Score -1352732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1352734.375000 Penalty: 3076.018311
	Iteration 45Q: 3 clusters Score -1352734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1352742.125000 Penalty: 3076.018311
	Iteration 46Q: 3 clusters Score -1352742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1352741.125000 Penalty: 3076.018311
	Iteration 47Q: 3 clusters Score -1352741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1352743.750000 Penalty: 3076.018311
	Iteration 48Q: 3 clusters Score -1352744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1352741.625000 Penalty: 3076.018311
	Iteration 49Q: 3 clusters Score -1352742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1352740.625000 Penalty: 3076.018311
	Iteration 50Q: 3 clusters Score -1352741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1352742.250000 Penalty: 3076.018311
	Iteration 51Q: 3 clusters Score -1352742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1352742.250000 Penalty: 3076.018311
	Iteration 52F: 3 clusters Score -1352742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -22088.041016 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -22088.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21425.337891 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -21425.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21754.429688 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -21754.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21907.980469 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -21907.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22051.173828 Penalty: 1841.588623
	Iteration 3F: 3 clusters Score -22051.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22177.841797 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -22177.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22271.923828 Penalty: 1841.588623
	Iteration 5F: 3 clusters Score -22271.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22482.466797 Penalty: 1841.588623
	Iteration 6F: 3 clusters Score -22482.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22806.589844 Penalty: 1841.588623
	Iteration 7F: 3 clusters Score -22806.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23009.560547 Penalty: 1841.588623
	Iteration 8F: 3 clusters Score -23009.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23043.812500 Penalty: 1841.588623
	Iteration 9Q: 3 clusters Score -23043.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23097.468750 Penalty: 1841.588623
	Iteration 10Q: 3 clusters Score -23097.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23099.169922 Penalty: 1841.588623
	Iteration 11Q: 3 clusters Score -23099.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23100.751953 Penalty: 1841.588623
	Iteration 12Q: 3 clusters Score -23100.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23124.781250 Penalty: 1841.588623
	Iteration 13Q: 3 clusters Score -23124.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23133.601562 Penalty: 1841.588623
	Iteration 14F: 3 clusters Score -23133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23155.656250 Penalty: 1841.588623
	Iteration 15Q: 3 clusters Score -23155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23155.656250 Penalty: 1841.588623
	Iteration 16F: 3 clusters Score -23155.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 12844 members 
Mstep: Class 3 contains 179224 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 59500 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 7 contains 119 members 
Mstep: Class 8 contains 172186 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 43125 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 21334 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 24394 members 
Mstep: Class 15 contains 112168 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 19 contains 33751 members 
Entering Unmasked Estep 
Score: -84464344.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84464776.000000 to -84464344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (172186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Entering Unmasked Estep 
Score: -18383518.000000 Penalty: 1959.153687
	Iteration 0F: 2 clusters Score -1.838352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -18271998.000000 Penalty: 3918.307373
	Iteration 0F: 3 clusters Score -1.8272e+07 nChanged 83390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -18321228.000000 Penalty: 3918.307373
	Iteration 1F: 3 clusters Score -1.832123e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -18322490.000000 Penalty: 3918.307373
	Iteration 2Q: 3 clusters Score -1.832249e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -18324398.000000 Penalty: 3918.307373
	Iteration 3Q: 3 clusters Score -1.83244e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -18326966.000000 Penalty: 3918.307373
	Iteration 4Q: 3 clusters Score -1.832697e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -18330678.000000 Penalty: 3918.307373
	Iteration 5Q: 3 clusters Score -1.833068e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -18336066.000000 Penalty: 3918.307373
	Iteration 6F: 3 clusters Score -1.833607e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -18343372.000000 Penalty: 3918.307373
	Iteration 7F: 3 clusters Score -1.834337e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 107373 members 
Entering Unmasked Estep 
Score: -18351958.000000 Penalty: 3918.307373
	Iteration 8F: 3 clusters Score -1.835196e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -18359178.000000 Penalty: 3918.307373
	Iteration 9F: 3 clusters Score -1.835918e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 115252 members 
Entering Unmasked Estep 
Score: -18363644.000000 Penalty: 3918.307373
	Iteration 10Q: 3 clusters Score -1.836364e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -18365590.000000 Penalty: 3918.307373
	Iteration 11Q: 3 clusters Score -1.836559e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 121238 members 
Entering Unmasked Estep 
Score: -18366890.000000 Penalty: 3918.307373
	Iteration 12Q: 3 clusters Score -1.836689e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -18367918.000000 Penalty: 3918.307373
	Iteration 13Q: 3 clusters Score -1.836792e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 127087 members 
Entering Unmasked Estep 
Score: -18368912.000000 Penalty: 3918.307373
	Iteration 14Q: 3 clusters Score -1.836891e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -18369884.000000 Penalty: 3918.307373
	Iteration 15Q: 3 clusters Score -1.836988e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -18370802.000000 Penalty: 3918.307373
	Iteration 16Q: 3 clusters Score -1.83708e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -18371896.000000 Penalty: 3918.307373
	Iteration 17Q: 3 clusters Score -1.83719e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -18372892.000000 Penalty: 3918.307373
	Iteration 18Q: 3 clusters Score -1.837289e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -18373716.000000 Penalty: 3918.307373
	Iteration 19Q: 3 clusters Score -1.837372e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -18374676.000000 Penalty: 3918.307373
	Iteration 20F: 3 clusters Score -1.837468e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 146798 members 
Entering Unmasked Estep 
Score: -18375518.000000 Penalty: 3918.307373
	Iteration 21Q: 3 clusters Score -1.837552e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -18376210.000000 Penalty: 3918.307373
	Iteration 22Q: 3 clusters Score -1.837621e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -18376718.000000 Penalty: 3918.307373
	Iteration 23Q: 3 clusters Score -1.837672e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -18377204.000000 Penalty: 3918.307373
	Iteration 24Q: 3 clusters Score -1.83772e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -18377590.000000 Penalty: 3918.307373
	Iteration 25Q: 3 clusters Score -1.837759e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -18377906.000000 Penalty: 3918.307373
	Iteration 26Q: 3 clusters Score -1.837791e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -18378210.000000 Penalty: 3918.307373
	Iteration 27Q: 3 clusters Score -1.837821e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 158885 members 
Entering Unmasked Estep 
Score: -18378514.000000 Penalty: 3918.307373
	Iteration 28Q: 3 clusters Score -1.837851e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -18378850.000000 Penalty: 3918.307373
	Iteration 29Q: 3 clusters Score -1.837885e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -18379142.000000 Penalty: 3918.307373
	Iteration 30Q: 3 clusters Score -1.837914e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -18379448.000000 Penalty: 3918.307373
	Iteration 31Q: 3 clusters Score -1.837945e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -18379604.000000 Penalty: 3918.307373
	Iteration 32Q: 3 clusters Score -1.83796e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -18379918.000000 Penalty: 3918.307373
	Iteration 33Q: 3 clusters Score -1.837992e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 164167 members 
Entering Unmasked Estep 
Score: -18380152.000000 Penalty: 3918.307373
	Iteration 34Q: 3 clusters Score -1.838015e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -18380380.000000 Penalty: 3918.307373
	Iteration 35Q: 3 clusters Score -1.838038e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -18380554.000000 Penalty: 3918.307373
	Iteration 36Q: 3 clusters Score -1.838055e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -18380760.000000 Penalty: 3918.307373
	Iteration 37Q: 3 clusters Score -1.838076e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 166185 members 
Entering Unmasked Estep 
Score: -18380868.000000 Penalty: 3918.307373
	Iteration 38Q: 3 clusters Score -1.838087e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -18381008.000000 Penalty: 3918.307373
	Iteration 39Q: 3 clusters Score -1.838101e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -18381156.000000 Penalty: 3918.307373
	Iteration 40F: 3 clusters Score -1.838116e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -18381218.000000 Penalty: 3918.307373
	Iteration 41Q: 3 clusters Score -1.838122e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -18381342.000000 Penalty: 3918.307373
	Iteration 42Q: 3 clusters Score -1.838134e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -18381428.000000 Penalty: 3918.307373
	Iteration 43Q: 3 clusters Score -1.838143e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 168021 members 
Entering Unmasked Estep 
Score: -18381432.000000 Penalty: 3918.307373
	Iteration 44Q: 3 clusters Score -1.838143e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -18381484.000000 Penalty: 3918.307373
	Iteration 45Q: 3 clusters Score -1.838148e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -18381566.000000 Penalty: 3918.307373
	Iteration 46Q: 3 clusters Score -1.838157e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 168568 members 
Entering Unmasked Estep 
Score: -18381630.000000 Penalty: 3918.307373
	Iteration 47Q: 3 clusters Score -1.838163e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -18381652.000000 Penalty: 3918.307373
	Iteration 48Q: 3 clusters Score -1.838165e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -18381700.000000 Penalty: 3918.307373
	Iteration 49Q: 3 clusters Score -1.83817e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 168906 members 
Entering Unmasked Estep 
Score: -18381726.000000 Penalty: 3918.307373
	Iteration 50Q: 3 clusters Score -1.838173e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 168987 members 
Entering Unmasked Estep 
Score: -18381744.000000 Penalty: 3918.307373
	Iteration 51Q: 3 clusters Score -1.838174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -18381798.000000 Penalty: 3918.307373
	Iteration 52Q: 3 clusters Score -1.83818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -18381858.000000 Penalty: 3918.307373
	Iteration 53Q: 3 clusters Score -1.838186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -18381858.000000 Penalty: 3918.307373
	Iteration 54Q: 3 clusters Score -1.838186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -18381862.000000 Penalty: 3918.307373
	Iteration 55Q: 3 clusters Score -1.838186e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -18381844.000000 Penalty: 3918.307373
	Iteration 56Q: 3 clusters Score -1.838184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 169322 members 
Entering Unmasked Estep 
Score: -18381856.000000 Penalty: 3918.307373
	Iteration 57Q: 3 clusters Score -1.838186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -18381858.000000 Penalty: 3918.307373
	Iteration 58Q: 3 clusters Score -1.838186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 169373 members 
Entering Unmasked Estep 
Score: -18381864.000000 Penalty: 3918.307373
	Iteration 59Q: 3 clusters Score -1.838186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -18381880.000000 Penalty: 3918.307373
	Iteration 60F: 3 clusters Score -1.838188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 169433 members 
Entering Unmasked Estep 
Score: -18381906.000000 Penalty: 3918.307373
	Iteration 61Q: 3 clusters Score -1.838191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -18381910.000000 Penalty: 3918.307373
	Iteration 62Q: 3 clusters Score -1.838191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 169472 members 
Entering Unmasked Estep 
Score: -18381906.000000 Penalty: 3918.307373
	Iteration 63Q: 3 clusters Score -1.838191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -18381920.000000 Penalty: 3918.307373
	Iteration 64Q: 3 clusters Score -1.838192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -18381936.000000 Penalty: 3918.307373
	Iteration 65Q: 3 clusters Score -1.838194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -18381930.000000 Penalty: 3918.307373
	Iteration 66Q: 3 clusters Score -1.838193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -18381930.000000 Penalty: 3918.307373
	Iteration 67Q: 3 clusters Score -1.838193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -18381930.000000 Penalty: 3918.307373
	Iteration 68Q: 3 clusters Score -1.838193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -18381946.000000 Penalty: 3918.307373
	Iteration 69Q: 3 clusters Score -1.838195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -18381938.000000 Penalty: 3918.307373
	Iteration 70Q: 3 clusters Score -1.838194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -18381944.000000 Penalty: 3918.307373
	Iteration 71Q: 3 clusters Score -1.838194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -18381934.000000 Penalty: 3918.307373
	Iteration 72Q: 3 clusters Score -1.838193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -18381944.000000 Penalty: 3918.307373
	Iteration 73Q: 3 clusters Score -1.838194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -18381938.000000 Penalty: 3918.307373
	Iteration 74Q: 3 clusters Score -1.838194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -18381942.000000 Penalty: 3918.307373
	Iteration 75Q: 3 clusters Score -1.838194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 169613 members 
Entering Unmasked Estep 
Score: -18381948.000000 Penalty: 3918.307373
	Iteration 76Q: 3 clusters Score -1.838195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -18381958.000000 Penalty: 3918.307373
	Iteration 77Q: 3 clusters Score -1.838196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -18381970.000000 Penalty: 3918.307373
	Iteration 78Q: 3 clusters Score -1.838197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -18381962.000000 Penalty: 3918.307373
	Iteration 79Q: 3 clusters Score -1.838196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 169646 members 
Entering Unmasked Estep 
Score: -18381958.000000 Penalty: 3918.307373
	Iteration 80F: 3 clusters Score -1.838196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 169647 members 
Entering Unmasked Estep 
Score: -18381968.000000 Penalty: 3918.307373
	Iteration 81Q: 3 clusters Score -1.838197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -18381962.000000 Penalty: 3918.307373
	Iteration 82Q: 3 clusters Score -1.838196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -18381964.000000 Penalty: 3918.307373
	Iteration 83Q: 3 clusters Score -1.838196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -18381974.000000 Penalty: 3918.307373
	Iteration 84Q: 3 clusters Score -1.838197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -18381968.000000 Penalty: 3918.307373
	Iteration 85Q: 3 clusters Score -1.838197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -18381978.000000 Penalty: 3918.307373
	Iteration 86Q: 3 clusters Score -1.838198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -18381978.000000 Penalty: 3918.307373
	Iteration 87F: 3 clusters Score -1.838198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -548618.375000 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -548618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -544414.562500 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -544414.6 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -545616.875000 Penalty: 2792.859375
	Iteration 1F: 3 clusters Score -545616.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -545924.750000 Penalty: 2792.859375
	Iteration 2F: 3 clusters Score -545924.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -546369.375000 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -546369.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -546942.312500 Penalty: 2792.859375
	Iteration 4F: 3 clusters Score -546942.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -547412.312500 Penalty: 2792.859375
	Iteration 5F: 3 clusters Score -547412.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -547772.937500 Penalty: 2792.859375
	Iteration 6F: 3 clusters Score -547772.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -547990.375000 Penalty: 2792.859375
	Iteration 7F: 3 clusters Score -547990.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -548123.187500 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -548123.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -548198.625000 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -548198.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -548234.000000 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -548234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -548261.000000 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -548261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -548288.312500 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -548288.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -548311.687500 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -548311.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -548326.500000 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -548326.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -548342.125000 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -548342.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -548351.312500 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -548351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -548360.750000 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -548360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -548367.312500 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -548367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -548367.937500 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -548367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -548368.500000 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -548368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Entering Unmasked Estep 
Score: -4685964.500000 Penalty: 1734.176880
	Iteration 0F: 2 clusters Score -4685964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4657122.500000 Penalty: 3468.353760
	Iteration 0F: 3 clusters Score -4657122 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4668803.500000 Penalty: 3468.353760
	Iteration 1F: 3 clusters Score -4668804 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4669584.500000 Penalty: 3468.353760
	Iteration 2Q: 3 clusters Score -4669584 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4670602.000000 Penalty: 3468.353760
	Iteration 3F: 3 clusters Score -4670602 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4671977.500000 Penalty: 3468.353760
	Iteration 4F: 3 clusters Score -4671978 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4673827.000000 Penalty: 3468.353760
	Iteration 5F: 3 clusters Score -4673827 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4676074.000000 Penalty: 3468.353760
	Iteration 6F: 3 clusters Score -4676074 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4678249.000000 Penalty: 3468.353760
	Iteration 7F: 3 clusters Score -4678249 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4679725.500000 Penalty: 3468.353760
	Iteration 8F: 3 clusters Score -4679726 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4680378.000000 Penalty: 3468.353760
	Iteration 9Q: 3 clusters Score -4680378 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4680589.500000 Penalty: 3468.353760
	Iteration 10Q: 3 clusters Score -4680590 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4680689.000000 Penalty: 3468.353760
	Iteration 11Q: 3 clusters Score -4680689 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4680746.000000 Penalty: 3468.353760
	Iteration 12Q: 3 clusters Score -4680746 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4680826.000000 Penalty: 3468.353760
	Iteration 13Q: 3 clusters Score -4680826 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -4680884.500000 Penalty: 3468.353760
	Iteration 14Q: 3 clusters Score -4680884 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4680952.500000 Penalty: 3468.353760
	Iteration 15Q: 3 clusters Score -4680952 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4681037.500000 Penalty: 3468.353760
	Iteration 16Q: 3 clusters Score -4681038 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4681120.500000 Penalty: 3468.353760
	Iteration 17Q: 3 clusters Score -4681120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4681210.000000 Penalty: 3468.353760
	Iteration 18Q: 3 clusters Score -4681210 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4681275.000000 Penalty: 3468.353760
	Iteration 19Q: 3 clusters Score -4681275 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4681369.000000 Penalty: 3468.353760
	Iteration 20F: 3 clusters Score -4681369 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4681442.000000 Penalty: 3468.353760
	Iteration 21Q: 3 clusters Score -4681442 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4681503.500000 Penalty: 3468.353760
	Iteration 22Q: 3 clusters Score -4681504 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4681586.500000 Penalty: 3468.353760
	Iteration 23Q: 3 clusters Score -4681586 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4681703.500000 Penalty: 3468.353760
	Iteration 24Q: 3 clusters Score -4681704 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4681816.000000 Penalty: 3468.353760
	Iteration 25Q: 3 clusters Score -4681816 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4681921.500000 Penalty: 3468.353760
	Iteration 26Q: 3 clusters Score -4681922 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4682011.000000 Penalty: 3468.353760
	Iteration 27Q: 3 clusters Score -4682011 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4682108.000000 Penalty: 3468.353760
	Iteration 28Q: 3 clusters Score -4682108 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4682247.000000 Penalty: 3468.353760
	Iteration 29Q: 3 clusters Score -4682247 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4682336.000000 Penalty: 3468.353760
	Iteration 30Q: 3 clusters Score -4682336 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4682446.000000 Penalty: 3468.353760
	Iteration 31Q: 3 clusters Score -4682446 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4682543.000000 Penalty: 3468.353760
	Iteration 32Q: 3 clusters Score -4682543 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4682663.500000 Penalty: 3468.353760
	Iteration 33Q: 3 clusters Score -4682664 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4682785.000000 Penalty: 3468.353760
	Iteration 34Q: 3 clusters Score -4682785 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4682891.000000 Penalty: 3468.353760
	Iteration 35Q: 3 clusters Score -4682891 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4682991.000000 Penalty: 3468.353760
	Iteration 36Q: 3 clusters Score -4682991 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4683110.000000 Penalty: 3468.353760
	Iteration 37Q: 3 clusters Score -4683110 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4683184.000000 Penalty: 3468.353760
	Iteration 38Q: 3 clusters Score -4683184 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4683289.500000 Penalty: 3468.353760
	Iteration 39Q: 3 clusters Score -4683290 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4683397.000000 Penalty: 3468.353760
	Iteration 40F: 3 clusters Score -4683397 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4683496.500000 Penalty: 3468.353760
	Iteration 41Q: 3 clusters Score -4683496 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4683613.500000 Penalty: 3468.353760
	Iteration 42Q: 3 clusters Score -4683614 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4683728.500000 Penalty: 3468.353760
	Iteration 43Q: 3 clusters Score -4683728 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4683853.000000 Penalty: 3468.353760
	Iteration 44Q: 3 clusters Score -4683853 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4683964.000000 Penalty: 3468.353760
	Iteration 45Q: 3 clusters Score -4683964 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4684087.000000 Penalty: 3468.353760
	Iteration 46Q: 3 clusters Score -4684087 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4684176.000000 Penalty: 3468.353760
	Iteration 47Q: 3 clusters Score -4684176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4684260.000000 Penalty: 3468.353760
	Iteration 48Q: 3 clusters Score -4684260 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4684311.000000 Penalty: 3468.353760
	Iteration 49Q: 3 clusters Score -4684311 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4684348.000000 Penalty: 3468.353760
	Iteration 50Q: 3 clusters Score -4684348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4684406.500000 Penalty: 3468.353760
	Iteration 51Q: 3 clusters Score -4684406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4684454.500000 Penalty: 3468.353760
	Iteration 52Q: 3 clusters Score -4684454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4684503.500000 Penalty: 3468.353760
	Iteration 53Q: 3 clusters Score -4684504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4684534.500000 Penalty: 3468.353760
	Iteration 54Q: 3 clusters Score -4684534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4684579.000000 Penalty: 3468.353760
	Iteration 55Q: 3 clusters Score -4684579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4684623.000000 Penalty: 3468.353760
	Iteration 56Q: 3 clusters Score -4684623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4684643.500000 Penalty: 3468.353760
	Iteration 57Q: 3 clusters Score -4684644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4684676.000000 Penalty: 3468.353760
	Iteration 58Q: 3 clusters Score -4684676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4684699.500000 Penalty: 3468.353760
	Iteration 59Q: 3 clusters Score -4684700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4684712.000000 Penalty: 3468.353760
	Iteration 60F: 3 clusters Score -4684712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4684720.000000 Penalty: 3468.353760
	Iteration 61Q: 3 clusters Score -4684720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4684725.500000 Penalty: 3468.353760
	Iteration 62Q: 3 clusters Score -4684726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4684740.000000 Penalty: 3468.353760
	Iteration 63Q: 3 clusters Score -4684740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4684747.500000 Penalty: 3468.353760
	Iteration 64Q: 3 clusters Score -4684748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4684770.000000 Penalty: 3468.353760
	Iteration 65Q: 3 clusters Score -4684770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4684786.000000 Penalty: 3468.353760
	Iteration 66Q: 3 clusters Score -4684786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4684791.500000 Penalty: 3468.353760
	Iteration 67Q: 3 clusters Score -4684792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4684796.000000 Penalty: 3468.353760
	Iteration 68Q: 3 clusters Score -4684796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4684804.000000 Penalty: 3468.353760
	Iteration 69Q: 3 clusters Score -4684804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4684813.500000 Penalty: 3468.353760
	Iteration 70Q: 3 clusters Score -4684814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4684816.500000 Penalty: 3468.353760
	Iteration 71Q: 3 clusters Score -4684816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4684824.500000 Penalty: 3468.353760
	Iteration 72Q: 3 clusters Score -4684824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4684833.000000 Penalty: 3468.353760
	Iteration 73Q: 3 clusters Score -4684833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4684834.000000 Penalty: 3468.353760
	Iteration 74Q: 3 clusters Score -4684834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4684834.500000 Penalty: 3468.353760
	Iteration 75Q: 3 clusters Score -4684834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4684832.500000 Penalty: 3468.353760
	Iteration 76Q: 3 clusters Score -4684832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4684838.000000 Penalty: 3468.353760
	Iteration 77Q: 3 clusters Score -4684838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4684840.000000 Penalty: 3468.353760
	Iteration 78Q: 3 clusters Score -4684840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4684839.000000 Penalty: 3468.353760
	Iteration 79Q: 3 clusters Score -4684839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4684840.500000 Penalty: 3468.353760
	Iteration 80F: 3 clusters Score -4684840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4684841.500000 Penalty: 3468.353760
	Iteration 81Q: 3 clusters Score -4684842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4684844.000000 Penalty: 3468.353760
	Iteration 82Q: 3 clusters Score -4684844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4684841.500000 Penalty: 3468.353760
	Iteration 83Q: 3 clusters Score -4684842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4684843.000000 Penalty: 3468.353760
	Iteration 84Q: 3 clusters Score -4684843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4684843.500000 Penalty: 3468.353760
	Iteration 85Q: 3 clusters Score -4684844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4684844.000000 Penalty: 3468.353760
	Iteration 86Q: 3 clusters Score -4684844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4684843.000000 Penalty: 3468.353760
	Iteration 87Q: 3 clusters Score -4684843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4684840.500000 Penalty: 3468.353760
	Iteration 88Q: 3 clusters Score -4684840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4684841.000000 Penalty: 3468.353760
	Iteration 89Q: 3 clusters Score -4684841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4684842.000000 Penalty: 3468.353760
	Iteration 90Q: 3 clusters Score -4684842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4684842.500000 Penalty: 3468.353760
	Iteration 91Q: 3 clusters Score -4684842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4684846.000000 Penalty: 3468.353760
	Iteration 92Q: 3 clusters Score -4684846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4684845.500000 Penalty: 3468.353760
	Iteration 93Q: 3 clusters Score -4684846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4684853.000000 Penalty: 3468.353760
	Iteration 94Q: 3 clusters Score -4684853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4684849.500000 Penalty: 3468.353760
	Iteration 95Q: 3 clusters Score -4684850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4684851.000000 Penalty: 3468.353760
	Iteration 96Q: 3 clusters Score -4684851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4684852.500000 Penalty: 3468.353760
	Iteration 97Q: 3 clusters Score -4684852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4684858.000000 Penalty: 3468.353760
	Iteration 98Q: 3 clusters Score -4684858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4684859.500000 Penalty: 3468.353760
	Iteration 99Q: 3 clusters Score -4684860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4684861.000000 Penalty: 3468.353760
	Iteration 100F: 3 clusters Score -4684861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4684864.500000 Penalty: 3468.353760
	Iteration 101Q: 3 clusters Score -4684864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4684862.000000 Penalty: 3468.353760
	Iteration 102Q: 3 clusters Score -4684862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4684865.000000 Penalty: 3468.353760
	Iteration 103Q: 3 clusters Score -4684865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4684865.000000 Penalty: 3468.353760
	Iteration 104F: 3 clusters Score -4684865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -265376.343750 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -265376.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -262917.375000 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -262917.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -263507.875000 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -263507.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -263715.468750 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -263715.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -263923.343750 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -263923.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -264170.687500 Penalty: 2549.887451
	Iteration 4F: 3 clusters Score -264170.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -264384.687500 Penalty: 2549.887451
	Iteration 5F: 3 clusters Score -264384.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -264557.937500 Penalty: 2549.887451
	Iteration 6F: 3 clusters Score -264557.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -264731.093750 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -264731.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -264827.968750 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -264828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264868.500000 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -264868.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264903.000000 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -264903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -264928.500000 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -264928.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264950.562500 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -264950.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -264971.187500 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -264971.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -264988.968750 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -264989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -265002.968750 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -265003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -265018.750000 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -265018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -265028.875000 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -265028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -265037.843750 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -265037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -265046.343750 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -265046.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -265054.312500 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -265054.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -265064.843750 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -265064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -265075.312500 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -265075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -265082.906250 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -265082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -265089.343750 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -265089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265093.968750 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -265094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265095.968750 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -265096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -265099.593750 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -265099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -265103.218750 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -265103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265103.375000 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -265103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -265103.781250 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -265103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -265103.781250 Penalty: 2549.887451
	Iteration 31F: 3 clusters Score -265103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Entering Unmasked Estep 
Score: -2322955.750000 Penalty: 1619.809326
	Iteration 0F: 2 clusters Score -2322956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2308499.000000 Penalty: 3239.618652
	Iteration 0F: 3 clusters Score -2308499 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2313776.500000 Penalty: 3239.618652
	Iteration 1F: 3 clusters Score -2313776 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2314059.750000 Penalty: 3239.618652
	Iteration 2Q: 3 clusters Score -2314060 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2314273.500000 Penalty: 3239.618652
	Iteration 3Q: 3 clusters Score -2314274 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2314452.000000 Penalty: 3239.618652
	Iteration 4Q: 3 clusters Score -2314452 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2314644.000000 Penalty: 3239.618652
	Iteration 5Q: 3 clusters Score -2314644 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2314896.250000 Penalty: 3239.618652
	Iteration 6Q: 3 clusters Score -2314896 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2315216.250000 Penalty: 3239.618652
	Iteration 7Q: 3 clusters Score -2315216 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2315659.000000 Penalty: 3239.618652
	Iteration 8Q: 3 clusters Score -2315659 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2316276.250000 Penalty: 3239.618652
	Iteration 9Q: 3 clusters Score -2316276 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2316978.500000 Penalty: 3239.618652
	Iteration 10Q: 3 clusters Score -2316978 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2317744.250000 Penalty: 3239.618652
	Iteration 11F: 3 clusters Score -2317744 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2318436.000000 Penalty: 3239.618652
	Iteration 12Q: 3 clusters Score -2318436 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2319013.500000 Penalty: 3239.618652
	Iteration 13Q: 3 clusters Score -2319014 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2319373.750000 Penalty: 3239.618652
	Iteration 14Q: 3 clusters Score -2319374 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2319574.750000 Penalty: 3239.618652
	Iteration 15Q: 3 clusters Score -2319575 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2319698.500000 Penalty: 3239.618652
	Iteration 16Q: 3 clusters Score -2319698 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2319777.500000 Penalty: 3239.618652
	Iteration 17Q: 3 clusters Score -2319778 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2319845.750000 Penalty: 3239.618652
	Iteration 18Q: 3 clusters Score -2319846 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2319914.750000 Penalty: 3239.618652
	Iteration 19Q: 3 clusters Score -2319915 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2319976.500000 Penalty: 3239.618652
	Iteration 20F: 3 clusters Score -2319976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2320048.250000 Penalty: 3239.618652
	Iteration 21Q: 3 clusters Score -2320048 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2320108.500000 Penalty: 3239.618652
	Iteration 22Q: 3 clusters Score -2320108 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2320174.500000 Penalty: 3239.618652
	Iteration 23Q: 3 clusters Score -2320174 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2320235.500000 Penalty: 3239.618652
	Iteration 24Q: 3 clusters Score -2320236 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2320290.500000 Penalty: 3239.618652
	Iteration 25Q: 3 clusters Score -2320290 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2320332.250000 Penalty: 3239.618652
	Iteration 26Q: 3 clusters Score -2320332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2320384.500000 Penalty: 3239.618652
	Iteration 27Q: 3 clusters Score -2320384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2320434.000000 Penalty: 3239.618652
	Iteration 28Q: 3 clusters Score -2320434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2320483.000000 Penalty: 3239.618652
	Iteration 29Q: 3 clusters Score -2320483 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2320525.250000 Penalty: 3239.618652
	Iteration 30Q: 3 clusters Score -2320525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2320559.250000 Penalty: 3239.618652
	Iteration 31Q: 3 clusters Score -2320559 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2320606.750000 Penalty: 3239.618652
	Iteration 32Q: 3 clusters Score -2320607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2320649.500000 Penalty: 3239.618652
	Iteration 33Q: 3 clusters Score -2320650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2320686.500000 Penalty: 3239.618652
	Iteration 34Q: 3 clusters Score -2320686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2320726.000000 Penalty: 3239.618652
	Iteration 35Q: 3 clusters Score -2320726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2320772.250000 Penalty: 3239.618652
	Iteration 36Q: 3 clusters Score -2320772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2320809.250000 Penalty: 3239.618652
	Iteration 37Q: 3 clusters Score -2320809 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2320840.500000 Penalty: 3239.618652
	Iteration 38Q: 3 clusters Score -2320840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2320868.000000 Penalty: 3239.618652
	Iteration 39Q: 3 clusters Score -2320868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2320903.500000 Penalty: 3239.618652
	Iteration 40F: 3 clusters Score -2320904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2320936.250000 Penalty: 3239.618652
	Iteration 41Q: 3 clusters Score -2320936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2320966.750000 Penalty: 3239.618652
	Iteration 42Q: 3 clusters Score -2320967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2320997.250000 Penalty: 3239.618652
	Iteration 43Q: 3 clusters Score -2320997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2321024.500000 Penalty: 3239.618652
	Iteration 44Q: 3 clusters Score -2321024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2321043.000000 Penalty: 3239.618652
	Iteration 45Q: 3 clusters Score -2321043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2321077.500000 Penalty: 3239.618652
	Iteration 46Q: 3 clusters Score -2321078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2321103.250000 Penalty: 3239.618652
	Iteration 47Q: 3 clusters Score -2321103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2321128.000000 Penalty: 3239.618652
	Iteration 48Q: 3 clusters Score -2321128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2321148.250000 Penalty: 3239.618652
	Iteration 49Q: 3 clusters Score -2321148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2321164.500000 Penalty: 3239.618652
	Iteration 50Q: 3 clusters Score -2321164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2321178.750000 Penalty: 3239.618652
	Iteration 51Q: 3 clusters Score -2321179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2321201.500000 Penalty: 3239.618652
	Iteration 52Q: 3 clusters Score -2321202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2321224.250000 Penalty: 3239.618652
	Iteration 53Q: 3 clusters Score -2321224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2321249.250000 Penalty: 3239.618652
	Iteration 54Q: 3 clusters Score -2321249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2321261.250000 Penalty: 3239.618652
	Iteration 55Q: 3 clusters Score -2321261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2321282.750000 Penalty: 3239.618652
	Iteration 56Q: 3 clusters Score -2321283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2321302.250000 Penalty: 3239.618652
	Iteration 57Q: 3 clusters Score -2321302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2321317.750000 Penalty: 3239.618652
	Iteration 58Q: 3 clusters Score -2321318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2321330.500000 Penalty: 3239.618652
	Iteration 59Q: 3 clusters Score -2321330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2321345.750000 Penalty: 3239.618652
	Iteration 60F: 3 clusters Score -2321346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2321370.750000 Penalty: 3239.618652
	Iteration 61Q: 3 clusters Score -2321371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2321381.750000 Penalty: 3239.618652
	Iteration 62Q: 3 clusters Score -2321382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2321400.500000 Penalty: 3239.618652
	Iteration 63Q: 3 clusters Score -2321400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2321411.500000 Penalty: 3239.618652
	Iteration 64Q: 3 clusters Score -2321412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2321426.000000 Penalty: 3239.618652
	Iteration 65Q: 3 clusters Score -2321426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2321438.000000 Penalty: 3239.618652
	Iteration 66Q: 3 clusters Score -2321438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2321457.250000 Penalty: 3239.618652
	Iteration 67Q: 3 clusters Score -2321457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2321469.750000 Penalty: 3239.618652
	Iteration 68Q: 3 clusters Score -2321470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2321487.250000 Penalty: 3239.618652
	Iteration 69Q: 3 clusters Score -2321487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2321493.500000 Penalty: 3239.618652
	Iteration 70Q: 3 clusters Score -2321494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2321499.500000 Penalty: 3239.618652
	Iteration 71Q: 3 clusters Score -2321500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2321503.000000 Penalty: 3239.618652
	Iteration 72Q: 3 clusters Score -2321503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2321508.000000 Penalty: 3239.618652
	Iteration 73Q: 3 clusters Score -2321508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2321513.750000 Penalty: 3239.618652
	Iteration 74Q: 3 clusters Score -2321514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2321516.500000 Penalty: 3239.618652
	Iteration 75Q: 3 clusters Score -2321516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2321518.750000 Penalty: 3239.618652
	Iteration 76Q: 3 clusters Score -2321519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2321527.750000 Penalty: 3239.618652
	Iteration 77Q: 3 clusters Score -2321528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2321536.250000 Penalty: 3239.618652
	Iteration 78Q: 3 clusters Score -2321536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2321541.500000 Penalty: 3239.618652
	Iteration 79Q: 3 clusters Score -2321542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2321546.750000 Penalty: 3239.618652
	Iteration 80F: 3 clusters Score -2321547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2321552.500000 Penalty: 3239.618652
	Iteration 81Q: 3 clusters Score -2321552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2321564.750000 Penalty: 3239.618652
	Iteration 82Q: 3 clusters Score -2321565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2321564.250000 Penalty: 3239.618652
	Iteration 83Q: 3 clusters Score -2321564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2321569.750000 Penalty: 3239.618652
	Iteration 84Q: 3 clusters Score -2321570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2321568.750000 Penalty: 3239.618652
	Iteration 85Q: 3 clusters Score -2321569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2321572.000000 Penalty: 3239.618652
	Iteration 86Q: 3 clusters Score -2321572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2321575.750000 Penalty: 3239.618652
	Iteration 87Q: 3 clusters Score -2321576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2321578.500000 Penalty: 3239.618652
	Iteration 88Q: 3 clusters Score -2321578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2321577.000000 Penalty: 3239.618652
	Iteration 89Q: 3 clusters Score -2321577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2321581.250000 Penalty: 3239.618652
	Iteration 90Q: 3 clusters Score -2321581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2321580.750000 Penalty: 3239.618652
	Iteration 91Q: 3 clusters Score -2321581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2321579.500000 Penalty: 3239.618652
	Iteration 92Q: 3 clusters Score -2321580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2321579.750000 Penalty: 3239.618652
	Iteration 93Q: 3 clusters Score -2321580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2321580.500000 Penalty: 3239.618652
	Iteration 94Q: 3 clusters Score -2321580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2321585.250000 Penalty: 3239.618652
	Iteration 95Q: 3 clusters Score -2321585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2321582.750000 Penalty: 3239.618652
	Iteration 96Q: 3 clusters Score -2321583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2321585.500000 Penalty: 3239.618652
	Iteration 97Q: 3 clusters Score -2321586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2321584.000000 Penalty: 3239.618652
	Iteration 98Q: 3 clusters Score -2321584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2321584.000000 Penalty: 3239.618652
	Iteration 99F: 3 clusters Score -2321584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -259371.921875 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -259371.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -256908.296875 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -256908.3 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257524.953125 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -257525 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -257651.750000 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -257651.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -257713.734375 Penalty: 2555.936523
	Iteration 3Q: 3 clusters Score -257713.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -257760.703125 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -257760.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257796.484375 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -257796.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -257821.578125 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -257821.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -257846.625000 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -257846.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -257868.968750 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -257869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257892.750000 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -257892.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -257919.187500 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -257919.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -257949.375000 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -257949.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -257970.921875 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -257970.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -257992.875000 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -257992.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -258022.156250 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -258022.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258053.500000 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -258053.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258079.171875 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -258079.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -258104.656250 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -258104.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -258127.453125 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -258127.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -258144.984375 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -258145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258158.234375 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -258158.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -258173.843750 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -258173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -258182.828125 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -258182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258188.234375 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -258188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -258192.875000 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -258192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -258196.984375 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -258197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -258202.437500 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -258202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -258208.390625 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -258208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -258216.937500 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -258216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -258220.421875 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -258220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258224.468750 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -258224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258228.984375 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -258229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -258233.687500 Penalty: 2555.936523
	Iteration 32Q: 3 clusters Score -258233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258235.390625 Penalty: 2555.936523
	Iteration 33Q: 3 clusters Score -258235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -258236.218750 Penalty: 2555.936523
	Iteration 34Q: 3 clusters Score -258236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -258236.390625 Penalty: 2555.936523
	Iteration 35Q: 3 clusters Score -258236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -258236.390625 Penalty: 2555.936523
	Iteration 36F: 3 clusters Score -258236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Entering Unmasked Estep 
Score: -2545258.750000 Penalty: 1641.590088
	Iteration 0F: 2 clusters Score -2545259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2528707.250000 Penalty: 3283.180176
	Iteration 0F: 3 clusters Score -2528707 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2535098.250000 Penalty: 3283.180176
	Iteration 1F: 3 clusters Score -2535098 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2535655.500000 Penalty: 3283.180176
	Iteration 2F: 3 clusters Score -2535656 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2536393.750000 Penalty: 3283.180176
	Iteration 3F: 3 clusters Score -2536394 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2537273.250000 Penalty: 3283.180176
	Iteration 4F: 3 clusters Score -2537273 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2538237.750000 Penalty: 3283.180176
	Iteration 5F: 3 clusters Score -2538238 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2539348.750000 Penalty: 3283.180176
	Iteration 6F: 3 clusters Score -2539349 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2540450.250000 Penalty: 3283.180176
	Iteration 7F: 3 clusters Score -2540450 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2541482.500000 Penalty: 3283.180176
	Iteration 8Q: 3 clusters Score -2541482 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2542256.500000 Penalty: 3283.180176
	Iteration 9Q: 3 clusters Score -2542256 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2542768.250000 Penalty: 3283.180176
	Iteration 10Q: 3 clusters Score -2542768 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2543049.750000 Penalty: 3283.180176
	Iteration 11Q: 3 clusters Score -2543050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2543294.250000 Penalty: 3283.180176
	Iteration 12Q: 3 clusters Score -2543294 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2543440.000000 Penalty: 3283.180176
	Iteration 13Q: 3 clusters Score -2543440 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2543571.000000 Penalty: 3283.180176
	Iteration 14Q: 3 clusters Score -2543571 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2543648.250000 Penalty: 3283.180176
	Iteration 15Q: 3 clusters Score -2543648 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2543715.000000 Penalty: 3283.180176
	Iteration 16Q: 3 clusters Score -2543715 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2543789.750000 Penalty: 3283.180176
	Iteration 17Q: 3 clusters Score -2543790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2543839.250000 Penalty: 3283.180176
	Iteration 18Q: 3 clusters Score -2543839 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2543882.500000 Penalty: 3283.180176
	Iteration 19Q: 3 clusters Score -2543882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2543925.500000 Penalty: 3283.180176
	Iteration 20F: 3 clusters Score -2543926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2543953.250000 Penalty: 3283.180176
	Iteration 21Q: 3 clusters Score -2543953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2543968.250000 Penalty: 3283.180176
	Iteration 22Q: 3 clusters Score -2543968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2543993.500000 Penalty: 3283.180176
	Iteration 23Q: 3 clusters Score -2543994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2544016.250000 Penalty: 3283.180176
	Iteration 24Q: 3 clusters Score -2544016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2544027.750000 Penalty: 3283.180176
	Iteration 25Q: 3 clusters Score -2544028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2544032.000000 Penalty: 3283.180176
	Iteration 26Q: 3 clusters Score -2544032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2544041.500000 Penalty: 3283.180176
	Iteration 27Q: 3 clusters Score -2544042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2544047.750000 Penalty: 3283.180176
	Iteration 28Q: 3 clusters Score -2544048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2544054.500000 Penalty: 3283.180176
	Iteration 29Q: 3 clusters Score -2544054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2544060.500000 Penalty: 3283.180176
	Iteration 30Q: 3 clusters Score -2544060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2544063.250000 Penalty: 3283.180176
	Iteration 31Q: 3 clusters Score -2544063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2544066.750000 Penalty: 3283.180176
	Iteration 32Q: 3 clusters Score -2544067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2544066.250000 Penalty: 3283.180176
	Iteration 33Q: 3 clusters Score -2544066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2544073.000000 Penalty: 3283.180176
	Iteration 34Q: 3 clusters Score -2544073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2544077.000000 Penalty: 3283.180176
	Iteration 35Q: 3 clusters Score -2544077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2544086.000000 Penalty: 3283.180176
	Iteration 36Q: 3 clusters Score -2544086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2544093.750000 Penalty: 3283.180176
	Iteration 37Q: 3 clusters Score -2544094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2544102.250000 Penalty: 3283.180176
	Iteration 38Q: 3 clusters Score -2544102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2544107.000000 Penalty: 3283.180176
	Iteration 39Q: 3 clusters Score -2544107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2544111.000000 Penalty: 3283.180176
	Iteration 40F: 3 clusters Score -2544111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2544115.750000 Penalty: 3283.180176
	Iteration 41Q: 3 clusters Score -2544116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2544115.750000 Penalty: 3283.180176
	Iteration 42Q: 3 clusters Score -2544116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2544121.750000 Penalty: 3283.180176
	Iteration 43Q: 3 clusters Score -2544122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2544133.250000 Penalty: 3283.180176
	Iteration 44Q: 3 clusters Score -2544133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2544131.250000 Penalty: 3283.180176
	Iteration 45Q: 3 clusters Score -2544131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2544129.750000 Penalty: 3283.180176
	Iteration 46Q: 3 clusters Score -2544130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2544135.250000 Penalty: 3283.180176
	Iteration 47Q: 3 clusters Score -2544135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2544131.750000 Penalty: 3283.180176
	Iteration 48Q: 3 clusters Score -2544132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2544130.500000 Penalty: 3283.180176
	Iteration 49Q: 3 clusters Score -2544130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2544130.000000 Penalty: 3283.180176
	Iteration 50Q: 3 clusters Score -2544130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2544130.750000 Penalty: 3283.180176
	Iteration 51Q: 3 clusters Score -2544131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2544130.750000 Penalty: 3283.180176
	Iteration 52F: 3 clusters Score -2544131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Entering Unmasked Estep 
Score: -11977064.000000 Penalty: 1889.509888
	Iteration 0F: 2 clusters Score -1.197706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -11901726.000000 Penalty: 3779.019775
	Iteration 0F: 3 clusters Score -1.190173e+07 nChanged 53885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -11934024.000000 Penalty: 3779.019775
	Iteration 1F: 3 clusters Score -1.193402e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -11935772.000000 Penalty: 3779.019775
	Iteration 2Q: 3 clusters Score -1.193577e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -11937941.000000 Penalty: 3779.019775
	Iteration 3Q: 3 clusters Score -1.193794e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -11940680.000000 Penalty: 3779.019775
	Iteration 4Q: 3 clusters Score -1.194068e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -11944803.000000 Penalty: 3779.019775
	Iteration 5F: 3 clusters Score -1.19448e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -11950332.000000 Penalty: 3779.019775
	Iteration 6F: 3 clusters Score -1.195033e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -11956440.000000 Penalty: 3779.019775
	Iteration 7F: 3 clusters Score -1.195644e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -11960827.000000 Penalty: 3779.019775
	Iteration 8F: 3 clusters Score -1.196083e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -11962874.000000 Penalty: 3779.019775
	Iteration 9Q: 3 clusters Score -1.196287e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -11963843.000000 Penalty: 3779.019775
	Iteration 10Q: 3 clusters Score -1.196384e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -11964715.000000 Penalty: 3779.019775
	Iteration 11Q: 3 clusters Score -1.196472e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -11965496.000000 Penalty: 3779.019775
	Iteration 12Q: 3 clusters Score -1.19655e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -11966215.000000 Penalty: 3779.019775
	Iteration 13Q: 3 clusters Score -1.196622e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -11966875.000000 Penalty: 3779.019775
	Iteration 14Q: 3 clusters Score -1.196688e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -11967641.000000 Penalty: 3779.019775
	Iteration 15Q: 3 clusters Score -1.196764e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -11968211.000000 Penalty: 3779.019775
	Iteration 16Q: 3 clusters Score -1.196821e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -11968727.000000 Penalty: 3779.019775
	Iteration 17Q: 3 clusters Score -1.196873e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -11969105.000000 Penalty: 3779.019775
	Iteration 18Q: 3 clusters Score -1.19691e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -11969386.000000 Penalty: 3779.019775
	Iteration 19Q: 3 clusters Score -1.196939e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -11969765.000000 Penalty: 3779.019775
	Iteration 20F: 3 clusters Score -1.196976e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -11970069.000000 Penalty: 3779.019775
	Iteration 21Q: 3 clusters Score -1.197007e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -11970241.000000 Penalty: 3779.019775
	Iteration 22Q: 3 clusters Score -1.197024e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -11970499.000000 Penalty: 3779.019775
	Iteration 23Q: 3 clusters Score -1.19705e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -11970697.000000 Penalty: 3779.019775
	Iteration 24Q: 3 clusters Score -1.19707e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -11970963.000000 Penalty: 3779.019775
	Iteration 25Q: 3 clusters Score -1.197096e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -11971204.000000 Penalty: 3779.019775
	Iteration 26Q: 3 clusters Score -1.19712e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -11971375.000000 Penalty: 3779.019775
	Iteration 27Q: 3 clusters Score -1.197138e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -11971633.000000 Penalty: 3779.019775
	Iteration 28Q: 3 clusters Score -1.197163e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -11971821.000000 Penalty: 3779.019775
	Iteration 29Q: 3 clusters Score -1.197182e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -11972082.000000 Penalty: 3779.019775
	Iteration 30Q: 3 clusters Score -1.197208e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -11972314.000000 Penalty: 3779.019775
	Iteration 31Q: 3 clusters Score -1.197231e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -11972495.000000 Penalty: 3779.019775
	Iteration 32Q: 3 clusters Score -1.19725e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -11972749.000000 Penalty: 3779.019775
	Iteration 33Q: 3 clusters Score -1.197275e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -11972993.000000 Penalty: 3779.019775
	Iteration 34Q: 3 clusters Score -1.197299e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -11973214.000000 Penalty: 3779.019775
	Iteration 35Q: 3 clusters Score -1.197321e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -11973484.000000 Penalty: 3779.019775
	Iteration 36Q: 3 clusters Score -1.197348e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -11973689.000000 Penalty: 3779.019775
	Iteration 37Q: 3 clusters Score -1.197369e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -11973878.000000 Penalty: 3779.019775
	Iteration 38Q: 3 clusters Score -1.197388e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -11974090.000000 Penalty: 3779.019775
	Iteration 39Q: 3 clusters Score -1.197409e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -11974289.000000 Penalty: 3779.019775
	Iteration 40F: 3 clusters Score -1.197429e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -11974524.000000 Penalty: 3779.019775
	Iteration 41Q: 3 clusters Score -1.197452e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -11974672.000000 Penalty: 3779.019775
	Iteration 42Q: 3 clusters Score -1.197467e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -11974893.000000 Penalty: 3779.019775
	Iteration 43Q: 3 clusters Score -1.197489e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -11975061.000000 Penalty: 3779.019775
	Iteration 44Q: 3 clusters Score -1.197506e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -11975191.000000 Penalty: 3779.019775
	Iteration 45Q: 3 clusters Score -1.197519e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -11975383.000000 Penalty: 3779.019775
	Iteration 46Q: 3 clusters Score -1.197538e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -11975563.000000 Penalty: 3779.019775
	Iteration 47Q: 3 clusters Score -1.197556e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -11975692.000000 Penalty: 3779.019775
	Iteration 48Q: 3 clusters Score -1.197569e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -11975834.000000 Penalty: 3779.019775
	Iteration 49Q: 3 clusters Score -1.197583e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104839 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -11975906.000000 Penalty: 3779.019775
	Iteration 50Q: 3 clusters Score -1.197591e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -11976040.000000 Penalty: 3779.019775
	Iteration 51Q: 3 clusters Score -1.197604e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -11976140.000000 Penalty: 3779.019775
	Iteration 52Q: 3 clusters Score -1.197614e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -11976239.000000 Penalty: 3779.019775
	Iteration 53Q: 3 clusters Score -1.197624e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11976312.000000 Penalty: 3779.019775
	Iteration 54Q: 3 clusters Score -1.197631e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -11976347.000000 Penalty: 3779.019775
	Iteration 55Q: 3 clusters Score -1.197635e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -11976394.000000 Penalty: 3779.019775
	Iteration 56Q: 3 clusters Score -1.197639e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -11976413.000000 Penalty: 3779.019775
	Iteration 57Q: 3 clusters Score -1.197641e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -11976448.000000 Penalty: 3779.019775
	Iteration 58Q: 3 clusters Score -1.197645e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -11976483.000000 Penalty: 3779.019775
	Iteration 59Q: 3 clusters Score -1.197648e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -11976518.000000 Penalty: 3779.019775
	Iteration 60F: 3 clusters Score -1.197652e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -11976545.000000 Penalty: 3779.019775
	Iteration 61Q: 3 clusters Score -1.197654e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -11976563.000000 Penalty: 3779.019775
	Iteration 62Q: 3 clusters Score -1.197656e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11976598.000000 Penalty: 3779.019775
	Iteration 63Q: 3 clusters Score -1.19766e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -11976623.000000 Penalty: 3779.019775
	Iteration 64Q: 3 clusters Score -1.197662e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11976634.000000 Penalty: 3779.019775
	Iteration 65Q: 3 clusters Score -1.197663e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -11976637.000000 Penalty: 3779.019775
	Iteration 66Q: 3 clusters Score -1.197664e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -11976631.000000 Penalty: 3779.019775
	Iteration 67Q: 3 clusters Score -1.197663e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108468 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -11976673.000000 Penalty: 3779.019775
	Iteration 68Q: 3 clusters Score -1.197667e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -11976695.000000 Penalty: 3779.019775
	Iteration 69Q: 3 clusters Score -1.19767e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -11976703.000000 Penalty: 3779.019775
	Iteration 70Q: 3 clusters Score -1.19767e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -11976730.000000 Penalty: 3779.019775
	Iteration 71Q: 3 clusters Score -1.197673e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108757 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -11976756.000000 Penalty: 3779.019775
	Iteration 72Q: 3 clusters Score -1.197676e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -11976751.000000 Penalty: 3779.019775
	Iteration 73Q: 3 clusters Score -1.197675e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -11976774.000000 Penalty: 3779.019775
	Iteration 74Q: 3 clusters Score -1.197677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -11976774.000000 Penalty: 3779.019775
	Iteration 75Q: 3 clusters Score -1.197677e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109016 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -11976781.000000 Penalty: 3779.019775
	Iteration 76Q: 3 clusters Score -1.197678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -11976798.000000 Penalty: 3779.019775
	Iteration 77Q: 3 clusters Score -1.19768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -11976785.000000 Penalty: 3779.019775
	Iteration 78Q: 3 clusters Score -1.197678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -11976778.000000 Penalty: 3779.019775
	Iteration 79Q: 3 clusters Score -1.197678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11976766.000000 Penalty: 3779.019775
	Iteration 80F: 3 clusters Score -1.197677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -11976777.000000 Penalty: 3779.019775
	Iteration 81Q: 3 clusters Score -1.197678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -11976791.000000 Penalty: 3779.019775
	Iteration 82Q: 3 clusters Score -1.197679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -11976796.000000 Penalty: 3779.019775
	Iteration 83Q: 3 clusters Score -1.19768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -11976789.000000 Penalty: 3779.019775
	Iteration 84Q: 3 clusters Score -1.197679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11976793.000000 Penalty: 3779.019775
	Iteration 85Q: 3 clusters Score -1.197679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11976819.000000 Penalty: 3779.019775
	Iteration 86Q: 3 clusters Score -1.197682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -11976815.000000 Penalty: 3779.019775
	Iteration 87Q: 3 clusters Score -1.197682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11976840.000000 Penalty: 3779.019775
	Iteration 88Q: 3 clusters Score -1.197684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -11976860.000000 Penalty: 3779.019775
	Iteration 89Q: 3 clusters Score -1.197686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11976848.000000 Penalty: 3779.019775
	Iteration 90Q: 3 clusters Score -1.197685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -11976853.000000 Penalty: 3779.019775
	Iteration 91Q: 3 clusters Score -1.197685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11976854.000000 Penalty: 3779.019775
	Iteration 92Q: 3 clusters Score -1.197685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -11976860.000000 Penalty: 3779.019775
	Iteration 93Q: 3 clusters Score -1.197686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -11976859.000000 Penalty: 3779.019775
	Iteration 94Q: 3 clusters Score -1.197686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -11976857.000000 Penalty: 3779.019775
	Iteration 95Q: 3 clusters Score -1.197686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -11976861.000000 Penalty: 3779.019775
	Iteration 96Q: 3 clusters Score -1.197686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11976841.000000 Penalty: 3779.019775
	Iteration 97Q: 3 clusters Score -1.197684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11976854.000000 Penalty: 3779.019775
	Iteration 98Q: 3 clusters Score -1.197685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11976859.000000 Penalty: 3779.019775
	Iteration 99Q: 3 clusters Score -1.197686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -11976851.000000 Penalty: 3779.019775
	Iteration 100F: 3 clusters Score -1.197685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -11976855.000000 Penalty: 3779.019775
	Iteration 101Q: 3 clusters Score -1.197686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -11976845.000000 Penalty: 3779.019775
	Iteration 102Q: 3 clusters Score -1.197684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -11976847.000000 Penalty: 3779.019775
	Iteration 103Q: 3 clusters Score -1.197685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11976850.000000 Penalty: 3779.019775
	Iteration 104Q: 3 clusters Score -1.197685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -11976862.000000 Penalty: 3779.019775
	Iteration 105Q: 3 clusters Score -1.197686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109648 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11976855.000000 Penalty: 3779.019775
	Iteration 106Q: 3 clusters Score -1.197686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -11976851.000000 Penalty: 3779.019775
	Iteration 107Q: 3 clusters Score -1.197685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11976842.000000 Penalty: 3779.019775
	Iteration 108Q: 3 clusters Score -1.197684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11976844.000000 Penalty: 3779.019775
	Iteration 109Q: 3 clusters Score -1.197684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11976853.000000 Penalty: 3779.019775
	Iteration 110Q: 3 clusters Score -1.197685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -11976842.000000 Penalty: 3779.019775
	Iteration 111Q: 3 clusters Score -1.197684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11976862.000000 Penalty: 3779.019775
	Iteration 112Q: 3 clusters Score -1.197686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109662 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11976875.000000 Penalty: 3779.019775
	Iteration 113Q: 3 clusters Score -1.197688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11976873.000000 Penalty: 3779.019775
	Iteration 114Q: 3 clusters Score -1.197687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11976871.000000 Penalty: 3779.019775
	Iteration 115Q: 3 clusters Score -1.197687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11976871.000000 Penalty: 3779.019775
	Iteration 116F: 3 clusters Score -1.197687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -419755.843750 Penalty: 1359.497314
	Iteration 0F: 2 clusters Score -419755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -416194.875000 Penalty: 2718.994629
	Iteration 0F: 3 clusters Score -416194.9 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -417178.062500 Penalty: 2718.994629
	Iteration 1F: 3 clusters Score -417178.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -417379.625000 Penalty: 2718.994629
	Iteration 2F: 3 clusters Score -417379.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417528.968750 Penalty: 2718.994629
	Iteration 3F: 3 clusters Score -417529 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -417655.906250 Penalty: 2718.994629
	Iteration 4Q: 3 clusters Score -417655.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417772.156250 Penalty: 2718.994629
	Iteration 5Q: 3 clusters Score -417772.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -417875.812500 Penalty: 2718.994629
	Iteration 6Q: 3 clusters Score -417875.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -417966.843750 Penalty: 2718.994629
	Iteration 7Q: 3 clusters Score -417966.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -418057.781250 Penalty: 2718.994629
	Iteration 8Q: 3 clusters Score -418057.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -418137.343750 Penalty: 2718.994629
	Iteration 9Q: 3 clusters Score -418137.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -418207.281250 Penalty: 2718.994629
	Iteration 10Q: 3 clusters Score -418207.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418266.000000 Penalty: 2718.994629
	Iteration 11Q: 3 clusters Score -418266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -418313.250000 Penalty: 2718.994629
	Iteration 12Q: 3 clusters Score -418313.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -418354.562500 Penalty: 2718.994629
	Iteration 13Q: 3 clusters Score -418354.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418403.125000 Penalty: 2718.994629
	Iteration 14Q: 3 clusters Score -418403.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -418457.250000 Penalty: 2718.994629
	Iteration 15Q: 3 clusters Score -418457.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -418506.406250 Penalty: 2718.994629
	Iteration 16Q: 3 clusters Score -418506.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -418549.937500 Penalty: 2718.994629
	Iteration 17Q: 3 clusters Score -418549.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -418599.156250 Penalty: 2718.994629
	Iteration 18Q: 3 clusters Score -418599.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -418637.656250 Penalty: 2718.994629
	Iteration 19Q: 3 clusters Score -418637.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -418661.562500 Penalty: 2718.994629
	Iteration 20F: 3 clusters Score -418661.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -418698.906250 Penalty: 2718.994629
	Iteration 21Q: 3 clusters Score -418698.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -418731.468750 Penalty: 2718.994629
	Iteration 22Q: 3 clusters Score -418731.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -418756.687500 Penalty: 2718.994629
	Iteration 23Q: 3 clusters Score -418756.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -418779.312500 Penalty: 2718.994629
	Iteration 24Q: 3 clusters Score -418779.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -418794.843750 Penalty: 2718.994629
	Iteration 25Q: 3 clusters Score -418794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -418808.375000 Penalty: 2718.994629
	Iteration 26Q: 3 clusters Score -418808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -418820.281250 Penalty: 2718.994629
	Iteration 27Q: 3 clusters Score -418820.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -418833.062500 Penalty: 2718.994629
	Iteration 28Q: 3 clusters Score -418833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -418842.218750 Penalty: 2718.994629
	Iteration 29Q: 3 clusters Score -418842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -418855.687500 Penalty: 2718.994629
	Iteration 30Q: 3 clusters Score -418855.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -418865.500000 Penalty: 2718.994629
	Iteration 31Q: 3 clusters Score -418865.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -418875.875000 Penalty: 2718.994629
	Iteration 32Q: 3 clusters Score -418875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -418886.125000 Penalty: 2718.994629
	Iteration 33Q: 3 clusters Score -418886.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -418897.187500 Penalty: 2718.994629
	Iteration 34Q: 3 clusters Score -418897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -418909.250000 Penalty: 2718.994629
	Iteration 35Q: 3 clusters Score -418909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -418917.375000 Penalty: 2718.994629
	Iteration 36Q: 3 clusters Score -418917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -418922.812500 Penalty: 2718.994629
	Iteration 37Q: 3 clusters Score -418922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -418928.687500 Penalty: 2718.994629
	Iteration 38Q: 3 clusters Score -418928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -418938.031250 Penalty: 2718.994629
	Iteration 39Q: 3 clusters Score -418938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -418946.656250 Penalty: 2718.994629
	Iteration 40F: 3 clusters Score -418946.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -418954.093750 Penalty: 2718.994629
	Iteration 41Q: 3 clusters Score -418954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -418960.312500 Penalty: 2718.994629
	Iteration 42Q: 3 clusters Score -418960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -418965.437500 Penalty: 2718.994629
	Iteration 43Q: 3 clusters Score -418965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -418970.031250 Penalty: 2718.994629
	Iteration 44Q: 3 clusters Score -418970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -418973.968750 Penalty: 2718.994629
	Iteration 45Q: 3 clusters Score -418974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -418977.718750 Penalty: 2718.994629
	Iteration 46Q: 3 clusters Score -418977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -418979.312500 Penalty: 2718.994629
	Iteration 47Q: 3 clusters Score -418979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -418980.718750 Penalty: 2718.994629
	Iteration 48Q: 3 clusters Score -418980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -418980.906250 Penalty: 2718.994629
	Iteration 49Q: 3 clusters Score -418980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -418980.906250 Penalty: 2718.994629
	Iteration 50F: 3 clusters Score -418980.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Entering Unmasked Estep 
Score: -3652899.250000 Penalty: 1694.349365
	Iteration 0F: 2 clusters Score -3652899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3630318.250000 Penalty: 3388.698730
	Iteration 0F: 3 clusters Score -3630318 nChanged 15579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3638994.000000 Penalty: 3388.698730
	Iteration 1F: 3 clusters Score -3638994 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3639520.750000 Penalty: 3388.698730
	Iteration 2Q: 3 clusters Score -3639521 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3640039.750000 Penalty: 3388.698730
	Iteration 3Q: 3 clusters Score -3640040 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3640620.000000 Penalty: 3388.698730
	Iteration 4Q: 3 clusters Score -3640620 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3641417.000000 Penalty: 3388.698730
	Iteration 5Q: 3 clusters Score -3641417 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3642501.250000 Penalty: 3388.698730
	Iteration 6F: 3 clusters Score -3642501 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3643859.250000 Penalty: 3388.698730
	Iteration 7F: 3 clusters Score -3643859 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3645417.500000 Penalty: 3388.698730
	Iteration 8F: 3 clusters Score -3645418 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3646891.000000 Penalty: 3388.698730
	Iteration 9F: 3 clusters Score -3646891 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3647837.000000 Penalty: 3388.698730
	Iteration 10Q: 3 clusters Score -3647837 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3648311.500000 Penalty: 3388.698730
	Iteration 11Q: 3 clusters Score -3648312 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3648681.000000 Penalty: 3388.698730
	Iteration 12Q: 3 clusters Score -3648681 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3648939.000000 Penalty: 3388.698730
	Iteration 13Q: 3 clusters Score -3648939 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3649188.000000 Penalty: 3388.698730
	Iteration 14Q: 3 clusters Score -3649188 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3649426.500000 Penalty: 3388.698730
	Iteration 15Q: 3 clusters Score -3649426 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3649622.750000 Penalty: 3388.698730
	Iteration 16Q: 3 clusters Score -3649623 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3649766.000000 Penalty: 3388.698730
	Iteration 17Q: 3 clusters Score -3649766 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3649908.500000 Penalty: 3388.698730
	Iteration 18Q: 3 clusters Score -3649908 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3650034.000000 Penalty: 3388.698730
	Iteration 19Q: 3 clusters Score -3650034 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3650165.250000 Penalty: 3388.698730
	Iteration 20F: 3 clusters Score -3650165 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3650307.500000 Penalty: 3388.698730
	Iteration 21Q: 3 clusters Score -3650308 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3650416.500000 Penalty: 3388.698730
	Iteration 22Q: 3 clusters Score -3650416 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3650512.500000 Penalty: 3388.698730
	Iteration 23Q: 3 clusters Score -3650512 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3650604.750000 Penalty: 3388.698730
	Iteration 24Q: 3 clusters Score -3650605 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3650695.250000 Penalty: 3388.698730
	Iteration 25Q: 3 clusters Score -3650695 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3650787.750000 Penalty: 3388.698730
	Iteration 26Q: 3 clusters Score -3650788 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3650881.500000 Penalty: 3388.698730
	Iteration 27Q: 3 clusters Score -3650882 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3650947.000000 Penalty: 3388.698730
	Iteration 28Q: 3 clusters Score -3650947 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3651025.500000 Penalty: 3388.698730
	Iteration 29Q: 3 clusters Score -3651026 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3651088.250000 Penalty: 3388.698730
	Iteration 30Q: 3 clusters Score -3651088 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3651135.250000 Penalty: 3388.698730
	Iteration 31Q: 3 clusters Score -3651135 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3651174.750000 Penalty: 3388.698730
	Iteration 32Q: 3 clusters Score -3651175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3651209.000000 Penalty: 3388.698730
	Iteration 33Q: 3 clusters Score -3651209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3651235.000000 Penalty: 3388.698730
	Iteration 34Q: 3 clusters Score -3651235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3651254.500000 Penalty: 3388.698730
	Iteration 35Q: 3 clusters Score -3651254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3651268.500000 Penalty: 3388.698730
	Iteration 36Q: 3 clusters Score -3651268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3651283.000000 Penalty: 3388.698730
	Iteration 37Q: 3 clusters Score -3651283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3651281.750000 Penalty: 3388.698730
	Iteration 38Q: 3 clusters Score -3651282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3651291.250000 Penalty: 3388.698730
	Iteration 39Q: 3 clusters Score -3651291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3651299.500000 Penalty: 3388.698730
	Iteration 40F: 3 clusters Score -3651300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3651321.250000 Penalty: 3388.698730
	Iteration 41Q: 3 clusters Score -3651321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3651331.750000 Penalty: 3388.698730
	Iteration 42Q: 3 clusters Score -3651332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3651346.750000 Penalty: 3388.698730
	Iteration 43Q: 3 clusters Score -3651347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3651353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3651353.250000 Penalty: 3388.698730
	Iteration 45Q: 3 clusters Score -3651353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3651373.500000 Penalty: 3388.698730
	Iteration 46Q: 3 clusters Score -3651374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3651383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3651388.000000 Penalty: 3388.698730
	Iteration 48Q: 3 clusters Score -3651388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3651388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3651403.250000 Penalty: 3388.698730
	Iteration 50Q: 3 clusters Score -3651403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3651404.000000 Penalty: 3388.698730
	Iteration 51Q: 3 clusters Score -3651404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3651414.250000 Penalty: 3388.698730
	Iteration 52Q: 3 clusters Score -3651414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3651417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3651423.000000 Penalty: 3388.698730
	Iteration 54Q: 3 clusters Score -3651423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3651428.000000 Penalty: 3388.698730
	Iteration 55Q: 3 clusters Score -3651428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3651430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3651434.250000 Penalty: 3388.698730
	Iteration 57Q: 3 clusters Score -3651434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3651436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3651444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3651446.500000 Penalty: 3388.698730
	Iteration 60F: 3 clusters Score -3651446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3651452.250000 Penalty: 3388.698730
	Iteration 61Q: 3 clusters Score -3651452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3651452.500000 Penalty: 3388.698730
	Iteration 62Q: 3 clusters Score -3651452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3651450.250000 Penalty: 3388.698730
	Iteration 63Q: 3 clusters Score -3651450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3651456.500000 Penalty: 3388.698730
	Iteration 64Q: 3 clusters Score -3651456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3651458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3651461.750000 Penalty: 3388.698730
	Iteration 66Q: 3 clusters Score -3651462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3651462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3651458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3651461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3651461.250000 Penalty: 3388.698730
	Iteration 70Q: 3 clusters Score -3651461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3651465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3651470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
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	Iteration 73F: 3 clusters Score -3651470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 12844 members 
Mstep: Class 3 contains 179224 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 59500 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172186 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 43125 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 21334 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 24394 members 
Mstep: Class 15 contains 112168 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 19 contains 33751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 18 clusters Score -8.44647e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 12843 members 
Mstep: Class 3 contains 179199 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 59518 members 
Mstep: Class 6 contains 12901 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172250 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 43083 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 113764 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 19 contains 33571 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 18 clusters Score -8.446462e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 12844 members 
Mstep: Class 3 contains 179126 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 59518 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172315 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 43031 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21328 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 24394 members 
Mstep: Class 15 contains 115438 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 19 contains 33382 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 18 clusters Score -8.446483e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 12841 members 
Mstep: Class 3 contains 179001 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 59498 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172231 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 43008 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21329 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 24401 members 
Mstep: Class 15 contains 117272 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 19 contains 33177 members 
Entering Unmasked Estep 
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Iteration 242Q: 18 clusters Score -8.446458e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 12834 members 
Mstep: Class 3 contains 178782 members 
Mstep: Class 4 contains 19156 members 
Mstep: Class 5 contains 59477 members 
Mstep: Class 6 contains 12906 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 172123 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 42958 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21324 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 24393 members 
Mstep: Class 15 contains 119133 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 19 contains 33021 members 
Entering Unmasked Estep 
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Iteration 243Q: 18 clusters Score -8.446438e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 12816 members 
Mstep: Class 3 contains 178597 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 59451 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171959 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 42901 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 24394 members 
Mstep: Class 15 contains 121155 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 19 contains 32817 members 
Entering Unmasked Estep 
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Iteration 244Q: 18 clusters Score -8.446426e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 12804 members 
Mstep: Class 3 contains 178257 members 
Mstep: Class 4 contains 19161 members 
Mstep: Class 5 contains 59434 members 
Mstep: Class 6 contains 12898 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171780 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 42834 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 21313 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 24403 members 
Mstep: Class 15 contains 123324 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 19 contains 32618 members 
Entering Unmasked Estep 
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Iteration 245Q: 18 clusters Score -8.446418e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 12799 members 
Mstep: Class 3 contains 177843 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 5 contains 59420 members 
Mstep: Class 6 contains 12899 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171606 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 42775 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 21280 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 24403 members 
Mstep: Class 15 contains 125679 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 19 contains 32387 members 
Entering Unmasked Estep 
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Iteration 246Q: 18 clusters Score -8.446452e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 12807 members 
Mstep: Class 3 contains 177330 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 59396 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 171354 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 42714 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 21275 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 24405 members 
Mstep: Class 15 contains 128226 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 19 contains 32108 members 
Entering Unmasked Estep 
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Iteration 247Q: 18 clusters Score -8.446442e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 12800 members 
Mstep: Class 3 contains 176719 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 59363 members 
Mstep: Class 6 contains 12900 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 171082 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 42658 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 21275 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 24404 members 
Mstep: Class 15 contains 130950 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 19 contains 31822 members 
Entering Unmasked Estep 
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Iteration 248Q: 18 clusters Score -8.446478e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 12782 members 
Mstep: Class 3 contains 176043 members 
Mstep: Class 4 contains 19123 members 
Mstep: Class 5 contains 59344 members 
Mstep: Class 6 contains 12897 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170694 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 21290 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 24414 members 
Mstep: Class 15 contains 133922 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 19 contains 31487 members 
Entering Unmasked Estep 
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Iteration 249Q: 18 clusters Score -8.446458e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 12759 members 
Mstep: Class 3 contains 175315 members 
Mstep: Class 4 contains 19105 members 
Mstep: Class 5 contains 59340 members 
Mstep: Class 6 contains 12901 members 
Mstep: Class 7 contains 289 members 
Mstep: Class 8 contains 170275 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 24431 members 
Mstep: Class 15 contains 137135 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 19 contains 31072 members 
Entering Unmasked Estep 
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Iteration 250Q: 18 clusters Score -8.446511e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 12727 members 
Mstep: Class 3 contains 174402 members 
Mstep: Class 4 contains 19089 members 
Mstep: Class 5 contains 59331 members 
Mstep: Class 6 contains 12898 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 169608 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 42424 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 21264 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 24437 members 
Mstep: Class 15 contains 140784 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 19 contains 30627 members 
Entering Unmasked Estep 
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Iteration 251Q: 18 clusters Score -8.446566e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 12699 members 
Mstep: Class 3 contains 173289 members 
Mstep: Class 4 contains 19069 members 
Mstep: Class 5 contains 59299 members 
Mstep: Class 6 contains 12910 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 168779 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 42366 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 21232 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 24435 members 
Mstep: Class 15 contains 144786 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 19 contains 30167 members 
Entering Unmasked Estep 
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Iteration 252Q: 18 clusters Score -8.446574e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 172176 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 59272 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 167843 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 42303 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 21188 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 24444 members 
Mstep: Class 15 contains 148858 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 19 contains 29689 members 
Entering Unmasked Estep 
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Iteration 253Q: 18 clusters Score -8.446637e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 12642 members 
Mstep: Class 3 contains 171088 members 
Mstep: Class 4 contains 19026 members 
Mstep: Class 5 contains 59237 members 
Mstep: Class 6 contains 12913 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 166736 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 42227 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 21130 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 24456 members 
Mstep: Class 15 contains 153021 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 19 contains 29187 members 
Entering Unmasked Estep 
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Iteration 254Q: 18 clusters Score -8.446685e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 12620 members 
Mstep: Class 3 contains 170061 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 5 contains 59215 members 
Mstep: Class 6 contains 12895 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 165389 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 42144 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 21076 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 24462 members 
Mstep: Class 15 contains 157280 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 19 contains 28668 members 
Entering Unmasked Estep 
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Iteration 255Q: 18 clusters Score -8.446709e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 12596 members 
Mstep: Class 3 contains 168990 members 
Mstep: Class 4 contains 18950 members 
Mstep: Class 5 contains 59187 members 
Mstep: Class 6 contains 12877 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 163911 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 21017 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 24459 members 
Mstep: Class 15 contains 161651 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 19 contains 28119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467024.000000 Penalty: 37579.566406
Iteration 256Q: 18 clusters Score -8.446702e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 12584 members 
Mstep: Class 3 contains 168096 members 
Mstep: Class 4 contains 18901 members 
Mstep: Class 5 contains 59159 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 162340 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 41984 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 20973 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 24467 members 
Mstep: Class 15 contains 165828 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 19 contains 27547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467232.000000 Penalty: 37579.566406
Iteration 257Q: 18 clusters Score -8.446723e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 12559 members 
Mstep: Class 3 contains 167344 members 
Mstep: Class 4 contains 18855 members 
Mstep: Class 5 contains 59149 members 
Mstep: Class 6 contains 12859 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 160824 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 41884 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 20936 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 24484 members 
Mstep: Class 15 contains 169877 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 19 contains 26966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467560.000000 Penalty: 37579.566406
Iteration 258Q: 18 clusters Score -8.446756e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 12541 members 
Mstep: Class 3 contains 166826 members 
Mstep: Class 4 contains 18808 members 
Mstep: Class 5 contains 59118 members 
Mstep: Class 6 contains 12851 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 159303 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 41746 members 
Mstep: Class 11 contains 2518 members 
Mstep: Class 12 contains 20913 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 24507 members 
Mstep: Class 15 contains 173761 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 19 contains 26321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468240.000000 Penalty: 37579.566406
Iteration 259Q: 18 clusters Score -8.446824e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 12539 members 
Mstep: Class 3 contains 166320 members 
Mstep: Class 4 contains 18730 members 
Mstep: Class 5 contains 59060 members 
Mstep: Class 6 contains 12846 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 157827 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 41600 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 20894 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 24522 members 
Mstep: Class 15 contains 177617 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 19 contains 25677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469200.000000 Penalty: 37579.566406
Iteration 260F: 18 clusters Score -8.44692e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 12540 members 
Mstep: Class 3 contains 165994 members 
Mstep: Class 4 contains 18631 members 
Mstep: Class 5 contains 58981 members 
Mstep: Class 6 contains 12833 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 156490 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 2496 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 24553 members 
Mstep: Class 15 contains 181191 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 19 contains 24997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469992.000000 Penalty: 37579.566406
Iteration 261Q: 18 clusters Score -8.446999e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 12518 members 
Mstep: Class 3 contains 165807 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 58921 members 
Mstep: Class 6 contains 12820 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 155214 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 41367 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 20872 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 24557 members 
Mstep: Class 15 contains 184557 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 19 contains 24336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470664.000000 Penalty: 37579.566406
Iteration 262Q: 18 clusters Score -8.447066e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 12489 members 
Mstep: Class 3 contains 165558 members 
Mstep: Class 4 contains 18469 members 
Mstep: Class 5 contains 58873 members 
Mstep: Class 6 contains 12819 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 154052 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 41285 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 20861 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 24571 members 
Mstep: Class 15 contains 187805 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 19 contains 23706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471544.000000 Penalty: 37579.566406
Iteration 263Q: 18 clusters Score -8.447154e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 165312 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 58840 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 153022 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 41169 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 20843 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 24593 members 
Mstep: Class 15 contains 191026 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 19 contains 23069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471992.000000 Penalty: 37579.566406
Iteration 264Q: 18 clusters Score -8.447199e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 165111 members 
Mstep: Class 4 contains 18242 members 
Mstep: Class 5 contains 58808 members 
Mstep: Class 6 contains 12809 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 152089 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 41084 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 20866 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 24616 members 
Mstep: Class 15 contains 194005 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 19 contains 22436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472584.000000 Penalty: 37579.566406
Iteration 265Q: 18 clusters Score -8.447258e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 164950 members 
Mstep: Class 4 contains 18135 members 
Mstep: Class 5 contains 58756 members 
Mstep: Class 6 contains 12803 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 151294 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 40989 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 24601 members 
Mstep: Class 15 contains 196819 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 19 contains 21813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473320.000000 Penalty: 37579.566406
Iteration 266Q: 18 clusters Score -8.447332e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 164916 members 
Mstep: Class 4 contains 18038 members 
Mstep: Class 5 contains 58697 members 
Mstep: Class 6 contains 12803 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 150646 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 40888 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 20878 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 24580 members 
Mstep: Class 15 contains 199361 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 19 contains 21236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473528.000000 Penalty: 37579.566406
Iteration 267Q: 18 clusters Score -8.447353e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 12342 members 
Mstep: Class 3 contains 164927 members 
Mstep: Class 4 contains 17931 members 
Mstep: Class 5 contains 58623 members 
Mstep: Class 6 contains 12798 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 149931 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 40766 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 24564 members 
Mstep: Class 15 contains 201860 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 19 contains 20699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473872.000000 Penalty: 37579.566406
Iteration 268Q: 18 clusters Score -8.447387e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 165036 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 58573 members 
Mstep: Class 6 contains 12787 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 149179 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 40624 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 20911 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 24522 members 
Mstep: Class 15 contains 204267 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 19 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474232.000000 Penalty: 37579.566406
Iteration 269Q: 18 clusters Score -8.447423e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 12276 members 
Mstep: Class 3 contains 165249 members 
Mstep: Class 4 contains 17749 members 
Mstep: Class 5 contains 58548 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 148403 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 40502 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 20932 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 24508 members 
Mstep: Class 15 contains 206551 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 19 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474632.000000 Penalty: 37579.566406
Iteration 270Q: 18 clusters Score -8.447463e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 12238 members 
Mstep: Class 3 contains 165437 members 
Mstep: Class 4 contains 17659 members 
Mstep: Class 5 contains 58538 members 
Mstep: Class 6 contains 12778 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 147714 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 40388 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 24502 members 
Mstep: Class 15 contains 208737 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 19 contains 19365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475168.000000 Penalty: 37579.566406
Iteration 271Q: 18 clusters Score -8.447517e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 165534 members 
Mstep: Class 4 contains 17568 members 
Mstep: Class 5 contains 58512 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 147137 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 20938 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 24479 members 
Mstep: Class 15 contains 210902 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 19 contains 18958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474984.000000 Penalty: 37579.566406
Iteration 272Q: 18 clusters Score -8.447498e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 165732 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 58499 members 
Mstep: Class 6 contains 12767 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 146550 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 40155 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 20951 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 24452 members 
Mstep: Class 15 contains 212922 members 
Mstep: Class 17 contains 4324 members 
Mstep: Class 19 contains 18565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475504.000000 Penalty: 37579.566406
Iteration 273Q: 18 clusters Score -8.44755e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 165936 members 
Mstep: Class 4 contains 17433 members 
Mstep: Class 5 contains 58487 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 145966 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 40069 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 20972 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 24409 members 
Mstep: Class 15 contains 214846 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 19 contains 18219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475744.000000 Penalty: 37579.566406
Iteration 274Q: 18 clusters Score -8.447574e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 166186 members 
Mstep: Class 4 contains 17359 members 
Mstep: Class 5 contains 58471 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 145474 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 39987 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 21028 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24376 members 
Mstep: Class 15 contains 216620 members 
Mstep: Class 17 contains 4343 members 
Mstep: Class 19 contains 17894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475904.000000 Penalty: 37579.566406
Iteration 275Q: 18 clusters Score -8.44759e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 3 contains 166477 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 58458 members 
Mstep: Class 6 contains 12773 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 145089 members 
Mstep: Class 9 contains 5434 members 
Mstep: Class 10 contains 39913 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 24346 members 
Mstep: Class 15 contains 218217 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 19 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476032.000000 Penalty: 37579.566406
Iteration 276Q: 18 clusters Score -8.447603e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 166756 members 
Mstep: Class 4 contains 17244 members 
Mstep: Class 5 contains 58446 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 144697 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 39831 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 21160 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 24303 members 
Mstep: Class 15 contains 219772 members 
Mstep: Class 17 contains 4345 members 
Mstep: Class 19 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475944.000000 Penalty: 37579.566406
Iteration 277Q: 18 clusters Score -8.447594e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 167049 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 58431 members 
Mstep: Class 6 contains 12774 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 144319 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 39756 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 21254 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 24259 members 
Mstep: Class 15 contains 221260 members 
Mstep: Class 17 contains 4349 members 
Mstep: Class 19 contains 17063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476064.000000 Penalty: 37579.566406
Iteration 278Q: 18 clusters Score -8.447606e+07 nChanged 4628
Entering ConstructFrom: 
Score: -84476064.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (57199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Entering Unmasked Estep 
Score: -6130803.500000 Penalty: 1780.072388
	Iteration 0F: 2 clusters Score -6130804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -6092354.000000 Penalty: 3560.144775
	Iteration 0F: 3 clusters Score -6092354 nChanged 26926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -6107724.500000 Penalty: 3560.144775
	Iteration 1F: 3 clusters Score -6107724 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6108233.500000 Penalty: 3560.144775
	Iteration 2Q: 3 clusters Score -6108234 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -6109087.000000 Penalty: 3560.144775
	Iteration 3Q: 3 clusters Score -6109087 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -6110274.500000 Penalty: 3560.144775
	Iteration 4Q: 3 clusters Score -6110274 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -6112301.000000 Penalty: 3560.144775
	Iteration 5Q: 3 clusters Score -6112301 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -6115145.500000 Penalty: 3560.144775
	Iteration 6F: 3 clusters Score -6115146 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -6118324.500000 Penalty: 3560.144775
	Iteration 7F: 3 clusters Score -6118324 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -6121076.000000 Penalty: 3560.144775
	Iteration 8F: 3 clusters Score -6121076 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -6123353.000000 Penalty: 3560.144775
	Iteration 9Q: 3 clusters Score -6123353 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -6124978.000000 Penalty: 3560.144775
	Iteration 10Q: 3 clusters Score -6124978 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -6126163.500000 Penalty: 3560.144775
	Iteration 11Q: 3 clusters Score -6126164 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6126960.000000 Penalty: 3560.144775
	Iteration 12Q: 3 clusters Score -6126960 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -6127634.000000 Penalty: 3560.144775
	Iteration 13Q: 3 clusters Score -6127634 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6128186.500000 Penalty: 3560.144775
	Iteration 14Q: 3 clusters Score -6128186 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6128591.000000 Penalty: 3560.144775
	Iteration 15Q: 3 clusters Score -6128591 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6128844.500000 Penalty: 3560.144775
	Iteration 16Q: 3 clusters Score -6128844 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6128997.000000 Penalty: 3560.144775
	Iteration 17Q: 3 clusters Score -6128997 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6129152.000000 Penalty: 3560.144775
	Iteration 18Q: 3 clusters Score -6129152 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6129225.000000 Penalty: 3560.144775
	Iteration 19Q: 3 clusters Score -6129225 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6129283.500000 Penalty: 3560.144775
	Iteration 20F: 3 clusters Score -6129284 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6129353.500000 Penalty: 3560.144775
	Iteration 21Q: 3 clusters Score -6129354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6129415.000000 Penalty: 3560.144775
	Iteration 22Q: 3 clusters Score -6129415 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6129438.000000 Penalty: 3560.144775
	Iteration 23Q: 3 clusters Score -6129438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6129461.500000 Penalty: 3560.144775
	Iteration 24Q: 3 clusters Score -6129462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6129504.500000 Penalty: 3560.144775
	Iteration 25Q: 3 clusters Score -6129504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6129517.000000 Penalty: 3560.144775
	Iteration 26Q: 3 clusters Score -6129517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6129528.000000 Penalty: 3560.144775
	Iteration 27Q: 3 clusters Score -6129528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6129543.000000 Penalty: 3560.144775
	Iteration 28Q: 3 clusters Score -6129543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6129563.000000 Penalty: 3560.144775
	Iteration 29Q: 3 clusters Score -6129563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6129574.000000 Penalty: 3560.144775
	Iteration 30Q: 3 clusters Score -6129574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6129584.500000 Penalty: 3560.144775
	Iteration 31Q: 3 clusters Score -6129584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6129583.000000 Penalty: 3560.144775
	Iteration 32Q: 3 clusters Score -6129583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6129586.500000 Penalty: 3560.144775
	Iteration 33Q: 3 clusters Score -6129586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6129596.500000 Penalty: 3560.144775
	Iteration 34Q: 3 clusters Score -6129596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6129592.000000 Penalty: 3560.144775
	Iteration 35Q: 3 clusters Score -6129592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6129596.500000 Penalty: 3560.144775
	Iteration 36Q: 3 clusters Score -6129596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6129608.000000 Penalty: 3560.144775
	Iteration 37Q: 3 clusters Score -6129608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6129608.000000 Penalty: 3560.144775
	Iteration 38Q: 3 clusters Score -6129608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6129611.500000 Penalty: 3560.144775
	Iteration 39Q: 3 clusters Score -6129612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6129627.000000 Penalty: 3560.144775
	Iteration 40F: 3 clusters Score -6129627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6129625.500000 Penalty: 3560.144775
	Iteration 41Q: 3 clusters Score -6129626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6129622.500000 Penalty: 3560.144775
	Iteration 42Q: 3 clusters Score -6129622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6129622.500000 Penalty: 3560.144775
	Iteration 43F: 3 clusters Score -6129622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1255228.375000 Penalty: 1527.023682
	Iteration 0F: 2 clusters Score -1255228 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 5928 members 
Entering Unmasked Estep 
Score: -1246710.500000 Penalty: 3054.047363
	Iteration 0F: 3 clusters Score -1246710 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1249654.750000 Penalty: 3054.047363
	Iteration 1F: 3 clusters Score -1249655 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1250029.125000 Penalty: 3054.047363
	Iteration 2F: 3 clusters Score -1250029 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1250490.250000 Penalty: 3054.047363
	Iteration 3F: 3 clusters Score -1250490 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1250991.125000 Penalty: 3054.047363
	Iteration 4F: 3 clusters Score -1250991 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1251628.500000 Penalty: 3054.047363
	Iteration 5F: 3 clusters Score -1251628 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1252354.875000 Penalty: 3054.047363
	Iteration 6F: 3 clusters Score -1252355 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1252976.875000 Penalty: 3054.047363
	Iteration 7F: 3 clusters Score -1252977 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1253411.250000 Penalty: 3054.047363
	Iteration 8Q: 3 clusters Score -1253411 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1253709.625000 Penalty: 3054.047363
	Iteration 9Q: 3 clusters Score -1253710 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1253908.750000 Penalty: 3054.047363
	Iteration 10Q: 3 clusters Score -1253909 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1254033.375000 Penalty: 3054.047363
	Iteration 11Q: 3 clusters Score -1254033 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1254164.000000 Penalty: 3054.047363
	Iteration 12Q: 3 clusters Score -1254164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1254301.625000 Penalty: 3054.047363
	Iteration 13Q: 3 clusters Score -1254302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1254463.375000 Penalty: 3054.047363
	Iteration 14Q: 3 clusters Score -1254463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1254603.250000 Penalty: 3054.047363
	Iteration 15Q: 3 clusters Score -1254603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1254657.875000 Penalty: 3054.047363
	Iteration 16Q: 3 clusters Score -1254658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1254681.500000 Penalty: 3054.047363
	Iteration 17Q: 3 clusters Score -1254682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1254692.500000 Penalty: 3054.047363
	Iteration 18Q: 3 clusters Score -1254692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1254695.875000 Penalty: 3054.047363
	Iteration 19Q: 3 clusters Score -1254696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1254698.750000 Penalty: 3054.047363
	Iteration 20F: 3 clusters Score -1254699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1254703.375000 Penalty: 3054.047363
	Iteration 21Q: 3 clusters Score -1254703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1254704.375000 Penalty: 3054.047363
	Iteration 22Q: 3 clusters Score -1254704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1254704.875000 Penalty: 3054.047363
	Iteration 23Q: 3 clusters Score -1254705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1254708.125000 Penalty: 3054.047363
	Iteration 24Q: 3 clusters Score -1254708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1254708.125000 Penalty: 3054.047363
	Iteration 25F: 3 clusters Score -1254708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (167211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Entering Unmasked Estep 
Score: -17933360.000000 Penalty: 1954.389404
	Iteration 0F: 2 clusters Score -1.793336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17825764.000000 Penalty: 3908.778809
	Iteration 0F: 3 clusters Score -1.782576e+07 nChanged 80627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -17873718.000000 Penalty: 3908.778809
	Iteration 1F: 3 clusters Score -1.787372e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -17874514.000000 Penalty: 3908.778809
	Iteration 2Q: 3 clusters Score -1.787451e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -17875514.000000 Penalty: 3908.778809
	Iteration 3Q: 3 clusters Score -1.787551e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -17876712.000000 Penalty: 3908.778809
	Iteration 4Q: 3 clusters Score -1.787671e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -17879068.000000 Penalty: 3908.778809
	Iteration 5Q: 3 clusters Score -1.787907e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -17882926.000000 Penalty: 3908.778809
	Iteration 6Q: 3 clusters Score -1.788293e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -17889660.000000 Penalty: 3908.778809
	Iteration 7F: 3 clusters Score -1.788966e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -17899092.000000 Penalty: 3908.778809
	Iteration 8F: 3 clusters Score -1.789909e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -17907892.000000 Penalty: 3908.778809
	Iteration 9F: 3 clusters Score -1.790789e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -17911918.000000 Penalty: 3908.778809
	Iteration 10F: 3 clusters Score -1.791192e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -17913310.000000 Penalty: 3908.778809
	Iteration 11Q: 3 clusters Score -1.791331e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -17914228.000000 Penalty: 3908.778809
	Iteration 12Q: 3 clusters Score -1.791423e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -17915098.000000 Penalty: 3908.778809
	Iteration 13Q: 3 clusters Score -1.79151e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -17915948.000000 Penalty: 3908.778809
	Iteration 14Q: 3 clusters Score -1.791595e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -17916906.000000 Penalty: 3908.778809
	Iteration 15Q: 3 clusters Score -1.791691e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116620 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -17917928.000000 Penalty: 3908.778809
	Iteration 16Q: 3 clusters Score -1.791793e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -17919110.000000 Penalty: 3908.778809
	Iteration 17Q: 3 clusters Score -1.791911e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122280 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -17920176.000000 Penalty: 3908.778809
	Iteration 18Q: 3 clusters Score -1.792018e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -17921544.000000 Penalty: 3908.778809
	Iteration 19Q: 3 clusters Score -1.792154e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -17922990.000000 Penalty: 3908.778809
	Iteration 20F: 3 clusters Score -1.792299e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -17924354.000000 Penalty: 3908.778809
	Iteration 21Q: 3 clusters Score -1.792435e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -17925798.000000 Penalty: 3908.778809
	Iteration 22Q: 3 clusters Score -1.79258e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -17927214.000000 Penalty: 3908.778809
	Iteration 23Q: 3 clusters Score -1.792721e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139240 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -17928360.000000 Penalty: 3908.778809
	Iteration 24Q: 3 clusters Score -1.792836e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -17929256.000000 Penalty: 3908.778809
	Iteration 25Q: 3 clusters Score -1.792926e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -17929888.000000 Penalty: 3908.778809
	Iteration 26Q: 3 clusters Score -1.792989e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -17930476.000000 Penalty: 3908.778809
	Iteration 27Q: 3 clusters Score -1.793048e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -17930938.000000 Penalty: 3908.778809
	Iteration 28Q: 3 clusters Score -1.793094e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -17931380.000000 Penalty: 3908.778809
	Iteration 29Q: 3 clusters Score -1.793138e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -17931734.000000 Penalty: 3908.778809
	Iteration 30Q: 3 clusters Score -1.793173e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154033 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -17932076.000000 Penalty: 3908.778809
	Iteration 31Q: 3 clusters Score -1.793208e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -17932246.000000 Penalty: 3908.778809
	Iteration 32Q: 3 clusters Score -1.793225e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -17932312.000000 Penalty: 3908.778809
	Iteration 33Q: 3 clusters Score -1.793231e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -17932452.000000 Penalty: 3908.778809
	Iteration 34Q: 3 clusters Score -1.793245e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -17932500.000000 Penalty: 3908.778809
	Iteration 35Q: 3 clusters Score -1.79325e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -17932482.000000 Penalty: 3908.778809
	Iteration 36Q: 3 clusters Score -1.793248e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -17932442.000000 Penalty: 3908.778809
	Iteration 37Q: 3 clusters Score -1.793244e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163702 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -17932332.000000 Penalty: 3908.778809
	Iteration 38Q: 3 clusters Score -1.793233e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -17932296.000000 Penalty: 3908.778809
	Iteration 39Q: 3 clusters Score -1.79323e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164777 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -17932378.000000 Penalty: 3908.778809
	Iteration 40F: 3 clusters Score -1.793238e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -17932262.000000 Penalty: 3908.778809
	Iteration 41Q: 3 clusters Score -1.793226e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -17932192.000000 Penalty: 3908.778809
	Iteration 42Q: 3 clusters Score -1.793219e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165888 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17932212.000000 Penalty: 3908.778809
	Iteration 43Q: 3 clusters Score -1.793221e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166097 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -17932118.000000 Penalty: 3908.778809
	Iteration 44Q: 3 clusters Score -1.793212e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17932130.000000 Penalty: 3908.778809
	Iteration 45Q: 3 clusters Score -1.793213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17932116.000000 Penalty: 3908.778809
	Iteration 46Q: 3 clusters Score -1.793212e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17932082.000000 Penalty: 3908.778809
	Iteration 47Q: 3 clusters Score -1.793208e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17932054.000000 Penalty: 3908.778809
	Iteration 48Q: 3 clusters Score -1.793205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -17932062.000000 Penalty: 3908.778809
	Iteration 49Q: 3 clusters Score -1.793206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -17932066.000000 Penalty: 3908.778809
	Iteration 50Q: 3 clusters Score -1.793207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17932054.000000 Penalty: 3908.778809
	Iteration 51Q: 3 clusters Score -1.793205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166635 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17932030.000000 Penalty: 3908.778809
	Iteration 52Q: 3 clusters Score -1.793203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17932010.000000 Penalty: 3908.778809
	Iteration 53Q: 3 clusters Score -1.793201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -17932028.000000 Penalty: 3908.778809
	Iteration 54Q: 3 clusters Score -1.793203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -17932016.000000 Penalty: 3908.778809
	Iteration 55Q: 3 clusters Score -1.793202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -17932010.000000 Penalty: 3908.778809
	Iteration 56Q: 3 clusters Score -1.793201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -17932020.000000 Penalty: 3908.778809
	Iteration 57Q: 3 clusters Score -1.793202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166699 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17932018.000000 Penalty: 3908.778809
	Iteration 58Q: 3 clusters Score -1.793202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -17932014.000000 Penalty: 3908.778809
	Iteration 59Q: 3 clusters Score -1.793201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -17932020.000000 Penalty: 3908.778809
	Iteration 60F: 3 clusters Score -1.793202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Entering Unmasked Estep 
Score: -1816154.625000 Penalty: 1584.562256
	Iteration 0F: 2 clusters Score -1816155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1804472.375000 Penalty: 3169.124512
	Iteration 0F: 3 clusters Score -1804472 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1808698.375000 Penalty: 3169.124512
	Iteration 1F: 3 clusters Score -1808698 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1809107.250000 Penalty: 3169.124512
	Iteration 2F: 3 clusters Score -1809107 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1809521.625000 Penalty: 3169.124512
	Iteration 3F: 3 clusters Score -1809522 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1809924.875000 Penalty: 3169.124512
	Iteration 4F: 3 clusters Score -1809925 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1810347.125000 Penalty: 3169.124512
	Iteration 5Q: 3 clusters Score -1810347 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1810800.375000 Penalty: 3169.124512
	Iteration 6Q: 3 clusters Score -1810800 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1811270.250000 Penalty: 3169.124512
	Iteration 7Q: 3 clusters Score -1811270 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1811746.375000 Penalty: 3169.124512
	Iteration 8Q: 3 clusters Score -1811746 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1812192.875000 Penalty: 3169.124512
	Iteration 9Q: 3 clusters Score -1812193 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1812594.500000 Penalty: 3169.124512
	Iteration 10Q: 3 clusters Score -1812594 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1812926.625000 Penalty: 3169.124512
	Iteration 11Q: 3 clusters Score -1812927 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1813183.250000 Penalty: 3169.124512
	Iteration 12Q: 3 clusters Score -1813183 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1813412.750000 Penalty: 3169.124512
	Iteration 13Q: 3 clusters Score -1813413 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1813619.125000 Penalty: 3169.124512
	Iteration 14Q: 3 clusters Score -1813619 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1813826.250000 Penalty: 3169.124512
	Iteration 15Q: 3 clusters Score -1813826 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1814008.125000 Penalty: 3169.124512
	Iteration 16Q: 3 clusters Score -1814008 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1814176.375000 Penalty: 3169.124512
	Iteration 17Q: 3 clusters Score -1814176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1814320.000000 Penalty: 3169.124512
	Iteration 18Q: 3 clusters Score -1814320 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1814455.000000 Penalty: 3169.124512
	Iteration 19Q: 3 clusters Score -1814455 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1814562.000000 Penalty: 3169.124512
	Iteration 20F: 3 clusters Score -1814562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1814650.125000 Penalty: 3169.124512
	Iteration 21Q: 3 clusters Score -1814650 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1814736.500000 Penalty: 3169.124512
	Iteration 22Q: 3 clusters Score -1814736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1814807.500000 Penalty: 3169.124512
	Iteration 23Q: 3 clusters Score -1814808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1814871.125000 Penalty: 3169.124512
	Iteration 24Q: 3 clusters Score -1814871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1814919.750000 Penalty: 3169.124512
	Iteration 25Q: 3 clusters Score -1814920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1814975.750000 Penalty: 3169.124512
	Iteration 26Q: 3 clusters Score -1814976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1815025.875000 Penalty: 3169.124512
	Iteration 27Q: 3 clusters Score -1815026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1815065.125000 Penalty: 3169.124512
	Iteration 28Q: 3 clusters Score -1815065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1815116.125000 Penalty: 3169.124512
	Iteration 29Q: 3 clusters Score -1815116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1815166.375000 Penalty: 3169.124512
	Iteration 30Q: 3 clusters Score -1815166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1815203.875000 Penalty: 3169.124512
	Iteration 31Q: 3 clusters Score -1815204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1815218.875000 Penalty: 3169.124512
	Iteration 32Q: 3 clusters Score -1815219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1815236.375000 Penalty: 3169.124512
	Iteration 33Q: 3 clusters Score -1815236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1815246.250000 Penalty: 3169.124512
	Iteration 34Q: 3 clusters Score -1815246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1815252.125000 Penalty: 3169.124512
	Iteration 35Q: 3 clusters Score -1815252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1815258.000000 Penalty: 3169.124512
	Iteration 36Q: 3 clusters Score -1815258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1815259.125000 Penalty: 3169.124512
	Iteration 37Q: 3 clusters Score -1815259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1815259.125000 Penalty: 3169.124512
	Iteration 38Q: 3 clusters Score -1815259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1815262.250000 Penalty: 3169.124512
	Iteration 39Q: 3 clusters Score -1815262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1815265.375000 Penalty: 3169.124512
	Iteration 40F: 3 clusters Score -1815265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1815273.250000 Penalty: 3169.124512
	Iteration 41Q: 3 clusters Score -1815273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1815276.250000 Penalty: 3169.124512
	Iteration 42Q: 3 clusters Score -1815276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1815280.125000 Penalty: 3169.124512
	Iteration 43Q: 3 clusters Score -1815280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1815280.125000 Penalty: 3169.124512
	Iteration 44Q: 3 clusters Score -1815280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1815279.875000 Penalty: 3169.124512
	Iteration 45Q: 3 clusters Score -1815280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1815278.125000 Penalty: 3169.124512
	Iteration 46Q: 3 clusters Score -1815278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1815278.125000 Penalty: 3169.124512
	Iteration 47F: 3 clusters Score -1815278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Entering Unmasked Estep 
Score: -6099922.500000 Penalty: 1783.474121
	Iteration 0F: 2 clusters Score -6099922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -6060889.000000 Penalty: 3566.948242
	Iteration 0F: 3 clusters Score -6060889 nChanged 27535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6076559.500000 Penalty: 3566.948242
	Iteration 1F: 3 clusters Score -6076560 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6077277.500000 Penalty: 3566.948242
	Iteration 2Q: 3 clusters Score -6077278 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -6078178.000000 Penalty: 3566.948242
	Iteration 3Q: 3 clusters Score -6078178 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -6079404.000000 Penalty: 3566.948242
	Iteration 4Q: 3 clusters Score -6079404 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -6081475.500000 Penalty: 3566.948242
	Iteration 5F: 3 clusters Score -6081476 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -6084685.500000 Penalty: 3566.948242
	Iteration 6F: 3 clusters Score -6084686 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6088821.500000 Penalty: 3566.948242
	Iteration 7F: 3 clusters Score -6088822 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6092916.000000 Penalty: 3566.948242
	Iteration 8F: 3 clusters Score -6092916 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -6096167.500000 Penalty: 3566.948242
	Iteration 9F: 3 clusters Score -6096168 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -6097666.500000 Penalty: 3566.948242
	Iteration 10Q: 3 clusters Score -6097666 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -6098083.500000 Penalty: 3566.948242
	Iteration 11Q: 3 clusters Score -6098084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -6098228.500000 Penalty: 3566.948242
	Iteration 12Q: 3 clusters Score -6098228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -6098271.500000 Penalty: 3566.948242
	Iteration 13Q: 3 clusters Score -6098272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -6098288.000000 Penalty: 3566.948242
	Iteration 14Q: 3 clusters Score -6098288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -6098304.000000 Penalty: 3566.948242
	Iteration 15Q: 3 clusters Score -6098304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -6098310.500000 Penalty: 3566.948242
	Iteration 16Q: 3 clusters Score -6098310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6098309.000000 Penalty: 3566.948242
	Iteration 17Q: 3 clusters Score -6098309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -6098311.000000 Penalty: 3566.948242
	Iteration 18Q: 3 clusters Score -6098311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -6098311.000000 Penalty: 3566.948242
	Iteration 19F: 3 clusters Score -6098311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -1341269.125000 Penalty: 1536.502930
	Iteration 0F: 2 clusters Score -1341269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1332295.750000 Penalty: 3073.005859
	Iteration 0F: 3 clusters Score -1332296 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1335258.250000 Penalty: 3073.005859
	Iteration 1F: 3 clusters Score -1335258 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1335530.750000 Penalty: 3073.005859
	Iteration 2F: 3 clusters Score -1335531 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1335765.500000 Penalty: 3073.005859
	Iteration 3Q: 3 clusters Score -1335766 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1336022.500000 Penalty: 3073.005859
	Iteration 4Q: 3 clusters Score -1336022 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1336362.000000 Penalty: 3073.005859
	Iteration 5F: 3 clusters Score -1336362 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1336772.250000 Penalty: 3073.005859
	Iteration 6F: 3 clusters Score -1336772 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1337297.250000 Penalty: 3073.005859
	Iteration 7F: 3 clusters Score -1337297 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1337879.750000 Penalty: 3073.005859
	Iteration 8F: 3 clusters Score -1337880 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1338472.750000 Penalty: 3073.005859
	Iteration 9F: 3 clusters Score -1338473 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1339014.875000 Penalty: 3073.005859
	Iteration 10F: 3 clusters Score -1339015 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1339428.875000 Penalty: 3073.005859
	Iteration 11Q: 3 clusters Score -1339429 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1339735.500000 Penalty: 3073.005859
	Iteration 12Q: 3 clusters Score -1339736 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1339955.750000 Penalty: 3073.005859
	Iteration 13Q: 3 clusters Score -1339956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1340069.750000 Penalty: 3073.005859
	Iteration 14Q: 3 clusters Score -1340070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1340135.500000 Penalty: 3073.005859
	Iteration 15Q: 3 clusters Score -1340136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1340172.375000 Penalty: 3073.005859
	Iteration 16Q: 3 clusters Score -1340172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1340190.125000 Penalty: 3073.005859
	Iteration 17Q: 3 clusters Score -1340190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1340204.500000 Penalty: 3073.005859
	Iteration 18Q: 3 clusters Score -1340204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1340216.375000 Penalty: 3073.005859
	Iteration 19Q: 3 clusters Score -1340216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1340230.750000 Penalty: 3073.005859
	Iteration 20F: 3 clusters Score -1340231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1340243.625000 Penalty: 3073.005859
	Iteration 21Q: 3 clusters Score -1340244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1340252.500000 Penalty: 3073.005859
	Iteration 22Q: 3 clusters Score -1340252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1340261.500000 Penalty: 3073.005859
	Iteration 23Q: 3 clusters Score -1340262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1340267.000000 Penalty: 3073.005859
	Iteration 24Q: 3 clusters Score -1340267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1340270.750000 Penalty: 3073.005859
	Iteration 25Q: 3 clusters Score -1340271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1340270.000000 Penalty: 3073.005859
	Iteration 26Q: 3 clusters Score -1340270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1340270.500000 Penalty: 3073.005859
	Iteration 27Q: 3 clusters Score -1340270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1340270.750000 Penalty: 3073.005859
	Iteration 28Q: 3 clusters Score -1340271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1340270.750000 Penalty: 3073.005859
	Iteration 29F: 3 clusters Score -1340271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -22254.337891 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -22254.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21810.171875 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -21810.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22352.121094 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -22352.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22485.322266 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -22485.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22541.511719 Penalty: 1843.830078
	Iteration 3Q: 3 clusters Score -22541.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22571.644531 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -22571.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22583.390625 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -22583.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22584.441406 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -22584.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22584.441406 Penalty: 1843.830078
	Iteration 7F: 3 clusters Score -22584.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 167211 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 132 members 
Mstep: Class 8 contains 143979 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 39684 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 21345 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 24218 members 
Mstep: Class 15 contains 222822 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 19 contains 16842 members 
Entering Unmasked Estep 
Score: -84475096.000000 Penalty: 39790.128906
Splitting cluster 7 changes total score from -84476064.000000 to -84475096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (143979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Entering Unmasked Estep 
Score: -15433001.000000 Penalty: 1930.081177
	Iteration 0F: 2 clusters Score -1.5433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -15336853.000000 Penalty: 3860.162354
	Iteration 0F: 3 clusters Score -1.533685e+07 nChanged 69353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -15377790.000000 Penalty: 3860.162354
	Iteration 1F: 3 clusters Score -1.537779e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -15378776.000000 Penalty: 3860.162354
	Iteration 2Q: 3 clusters Score -1.537878e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -15379975.000000 Penalty: 3860.162354
	Iteration 3Q: 3 clusters Score -1.537998e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -15381811.000000 Penalty: 3860.162354
	Iteration 4Q: 3 clusters Score -1.538181e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -15384490.000000 Penalty: 3860.162354
	Iteration 5Q: 3 clusters Score -1.538449e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -15388396.000000 Penalty: 3860.162354
	Iteration 6Q: 3 clusters Score -1.53884e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -15393575.000000 Penalty: 3860.162354
	Iteration 7F: 3 clusters Score -1.539358e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -15399983.000000 Penalty: 3860.162354
	Iteration 8F: 3 clusters Score -1.539998e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -15406523.000000 Penalty: 3860.162354
	Iteration 9F: 3 clusters Score -1.540652e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -15411872.000000 Penalty: 3860.162354
	Iteration 10F: 3 clusters Score -1.541187e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -15415136.000000 Penalty: 3860.162354
	Iteration 11Q: 3 clusters Score -1.541514e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -15416617.000000 Penalty: 3860.162354
	Iteration 12Q: 3 clusters Score -1.541662e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -15417442.000000 Penalty: 3860.162354
	Iteration 13Q: 3 clusters Score -1.541744e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -15418145.000000 Penalty: 3860.162354
	Iteration 14Q: 3 clusters Score -1.541814e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -15418732.000000 Penalty: 3860.162354
	Iteration 15Q: 3 clusters Score -1.541873e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -15419233.000000 Penalty: 3860.162354
	Iteration 16Q: 3 clusters Score -1.541923e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -15419593.000000 Penalty: 3860.162354
	Iteration 17Q: 3 clusters Score -1.541959e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -15420000.000000 Penalty: 3860.162354
	Iteration 18Q: 3 clusters Score -1.542e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -15420376.000000 Penalty: 3860.162354
	Iteration 19Q: 3 clusters Score -1.542038e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -15420708.000000 Penalty: 3860.162354
	Iteration 20F: 3 clusters Score -1.542071e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -15421114.000000 Penalty: 3860.162354
	Iteration 21Q: 3 clusters Score -1.542111e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -15421510.000000 Penalty: 3860.162354
	Iteration 22Q: 3 clusters Score -1.542151e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -15421828.000000 Penalty: 3860.162354
	Iteration 23Q: 3 clusters Score -1.542183e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -15422168.000000 Penalty: 3860.162354
	Iteration 24Q: 3 clusters Score -1.542217e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -15422536.000000 Penalty: 3860.162354
	Iteration 25Q: 3 clusters Score -1.542254e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -15422949.000000 Penalty: 3860.162354
	Iteration 26Q: 3 clusters Score -1.542295e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -15423431.000000 Penalty: 3860.162354
	Iteration 27Q: 3 clusters Score -1.542343e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -15423957.000000 Penalty: 3860.162354
	Iteration 28Q: 3 clusters Score -1.542396e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -15424549.000000 Penalty: 3860.162354
	Iteration 29Q: 3 clusters Score -1.542455e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -15425125.000000 Penalty: 3860.162354
	Iteration 30Q: 3 clusters Score -1.542512e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -15425596.000000 Penalty: 3860.162354
	Iteration 31Q: 3 clusters Score -1.54256e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -15426152.000000 Penalty: 3860.162354
	Iteration 32Q: 3 clusters Score -1.542615e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129057 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -15426645.000000 Penalty: 3860.162354
	Iteration 33Q: 3 clusters Score -1.542664e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -15427120.000000 Penalty: 3860.162354
	Iteration 34Q: 3 clusters Score -1.542712e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -15427707.000000 Penalty: 3860.162354
	Iteration 35Q: 3 clusters Score -1.542771e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -15428177.000000 Penalty: 3860.162354
	Iteration 36Q: 3 clusters Score -1.542818e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134397 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -15428634.000000 Penalty: 3860.162354
	Iteration 37Q: 3 clusters Score -1.542863e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -15429068.000000 Penalty: 3860.162354
	Iteration 38Q: 3 clusters Score -1.542907e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -15429397.000000 Penalty: 3860.162354
	Iteration 39Q: 3 clusters Score -1.54294e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137660 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -15429748.000000 Penalty: 3860.162354
	Iteration 40F: 3 clusters Score -1.542975e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -15430097.000000 Penalty: 3860.162354
	Iteration 41Q: 3 clusters Score -1.54301e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -15430359.000000 Penalty: 3860.162354
	Iteration 42Q: 3 clusters Score -1.543036e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139835 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -15430579.000000 Penalty: 3860.162354
	Iteration 43Q: 3 clusters Score -1.543058e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140287 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -15430767.000000 Penalty: 3860.162354
	Iteration 44Q: 3 clusters Score -1.543077e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -15430884.000000 Penalty: 3860.162354
	Iteration 45Q: 3 clusters Score -1.543088e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -15430967.000000 Penalty: 3860.162354
	Iteration 46Q: 3 clusters Score -1.543097e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -15431004.000000 Penalty: 3860.162354
	Iteration 47Q: 3 clusters Score -1.5431e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141522 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15431107.000000 Penalty: 3860.162354
	Iteration 48Q: 3 clusters Score -1.543111e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15431154.000000 Penalty: 3860.162354
	Iteration 49Q: 3 clusters Score -1.543115e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15431171.000000 Penalty: 3860.162354
	Iteration 50Q: 3 clusters Score -1.543117e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -15431170.000000 Penalty: 3860.162354
	Iteration 51Q: 3 clusters Score -1.543117e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -15431190.000000 Penalty: 3860.162354
	Iteration 52Q: 3 clusters Score -1.543119e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15431218.000000 Penalty: 3860.162354
	Iteration 53Q: 3 clusters Score -1.543122e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15431248.000000 Penalty: 3860.162354
	Iteration 54Q: 3 clusters Score -1.543125e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15431283.000000 Penalty: 3860.162354
	Iteration 55Q: 3 clusters Score -1.543128e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15431290.000000 Penalty: 3860.162354
	Iteration 56Q: 3 clusters Score -1.543129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15431291.000000 Penalty: 3860.162354
	Iteration 57Q: 3 clusters Score -1.543129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15431319.000000 Penalty: 3860.162354
	Iteration 58Q: 3 clusters Score -1.543132e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15431328.000000 Penalty: 3860.162354
	Iteration 59Q: 3 clusters Score -1.543133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15431333.000000 Penalty: 3860.162354
	Iteration 60F: 3 clusters Score -1.543133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15431341.000000 Penalty: 3860.162354
	Iteration 61Q: 3 clusters Score -1.543134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15431339.000000 Penalty: 3860.162354
	Iteration 62Q: 3 clusters Score -1.543134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -15431350.000000 Penalty: 3860.162354
	Iteration 63Q: 3 clusters Score -1.543135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15431363.000000 Penalty: 3860.162354
	Iteration 64Q: 3 clusters Score -1.543136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -15431370.000000 Penalty: 3860.162354
	Iteration 65Q: 3 clusters Score -1.543137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15431370.000000 Penalty: 3860.162354
	Iteration 66Q: 3 clusters Score -1.543137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15431369.000000 Penalty: 3860.162354
	Iteration 67Q: 3 clusters Score -1.543137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15431380.000000 Penalty: 3860.162354
	Iteration 68Q: 3 clusters Score -1.543138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15431391.000000 Penalty: 3860.162354
	Iteration 69Q: 3 clusters Score -1.543139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -15431405.000000 Penalty: 3860.162354
	Iteration 70Q: 3 clusters Score -1.54314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15431410.000000 Penalty: 3860.162354
	Iteration 71Q: 3 clusters Score -1.543141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -15431407.000000 Penalty: 3860.162354
	Iteration 72Q: 3 clusters Score -1.543141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15431405.000000 Penalty: 3860.162354
	Iteration 73Q: 3 clusters Score -1.54314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15431411.000000 Penalty: 3860.162354
	Iteration 74Q: 3 clusters Score -1.543141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15431419.000000 Penalty: 3860.162354
	Iteration 75Q: 3 clusters Score -1.543142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15431414.000000 Penalty: 3860.162354
	Iteration 76Q: 3 clusters Score -1.543141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15431426.000000 Penalty: 3860.162354
	Iteration 77Q: 3 clusters Score -1.543143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15431429.000000 Penalty: 3860.162354
	Iteration 78Q: 3 clusters Score -1.543143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15431425.000000 Penalty: 3860.162354
	Iteration 79Q: 3 clusters Score -1.543142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15431423.000000 Penalty: 3860.162354
	Iteration 80F: 3 clusters Score -1.543142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15431426.000000 Penalty: 3860.162354
	Iteration 81Q: 3 clusters Score -1.543143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -15431427.000000 Penalty: 3860.162354
	Iteration 82Q: 3 clusters Score -1.543143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15431428.000000 Penalty: 3860.162354
	Iteration 83Q: 3 clusters Score -1.543143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15431428.000000 Penalty: 3860.162354
	Iteration 84F: 3 clusters Score -1.543143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -552840.687500 Penalty: 1397.659668
	Iteration 0F: 2 clusters Score -552840.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -548528.562500 Penalty: 2795.319336
	Iteration 0F: 3 clusters Score -548528.6 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -549913.687500 Penalty: 2795.319336
	Iteration 1F: 3 clusters Score -549913.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -550429.062500 Penalty: 2795.319336
	Iteration 2F: 3 clusters Score -550429.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -551013.250000 Penalty: 2795.319336
	Iteration 3F: 3 clusters Score -551013.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -551584.000000 Penalty: 2795.319336
	Iteration 4F: 3 clusters Score -551584 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -552020.187500 Penalty: 2795.319336
	Iteration 5F: 3 clusters Score -552020.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -552260.687500 Penalty: 2795.319336
	Iteration 6F: 3 clusters Score -552260.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -552373.250000 Penalty: 2795.319336
	Iteration 7Q: 3 clusters Score -552373.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -552432.187500 Penalty: 2795.319336
	Iteration 8Q: 3 clusters Score -552432.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -552467.500000 Penalty: 2795.319336
	Iteration 9Q: 3 clusters Score -552467.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -552493.187500 Penalty: 2795.319336
	Iteration 10Q: 3 clusters Score -552493.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -552511.125000 Penalty: 2795.319336
	Iteration 11Q: 3 clusters Score -552511.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -552523.562500 Penalty: 2795.319336
	Iteration 12Q: 3 clusters Score -552523.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -552531.625000 Penalty: 2795.319336
	Iteration 13Q: 3 clusters Score -552531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -552535.875000 Penalty: 2795.319336
	Iteration 14Q: 3 clusters Score -552535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -552543.625000 Penalty: 2795.319336
	Iteration 15Q: 3 clusters Score -552543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -552554.062500 Penalty: 2795.319336
	Iteration 16Q: 3 clusters Score -552554.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -552563.437500 Penalty: 2795.319336
	Iteration 17Q: 3 clusters Score -552563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -552572.125000 Penalty: 2795.319336
	Iteration 18Q: 3 clusters Score -552572.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -552576.812500 Penalty: 2795.319336
	Iteration 19Q: 3 clusters Score -552576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -552583.187500 Penalty: 2795.319336
	Iteration 20F: 3 clusters Score -552583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -552587.000000 Penalty: 2795.319336
	Iteration 21Q: 3 clusters Score -552587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -552589.687500 Penalty: 2795.319336
	Iteration 22Q: 3 clusters Score -552589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -552594.187500 Penalty: 2795.319336
	Iteration 23Q: 3 clusters Score -552594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -552598.125000 Penalty: 2795.319336
	Iteration 24Q: 3 clusters Score -552598.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -552602.875000 Penalty: 2795.319336
	Iteration 25Q: 3 clusters Score -552602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -552609.250000 Penalty: 2795.319336
	Iteration 26Q: 3 clusters Score -552609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -552610.937500 Penalty: 2795.319336
	Iteration 27Q: 3 clusters Score -552610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -552613.250000 Penalty: 2795.319336
	Iteration 28Q: 3 clusters Score -552613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -552615.937500 Penalty: 2795.319336
	Iteration 29Q: 3 clusters Score -552615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -552618.062500 Penalty: 2795.319336
	Iteration 30Q: 3 clusters Score -552618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -552618.562500 Penalty: 2795.319336
	Iteration 31Q: 3 clusters Score -552618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -552620.562500 Penalty: 2795.319336
	Iteration 32Q: 3 clusters Score -552620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -552620.500000 Penalty: 2795.319336
	Iteration 33Q: 3 clusters Score -552620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -552621.750000 Penalty: 2795.319336
	Iteration 34Q: 3 clusters Score -552621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -552622.062500 Penalty: 2795.319336
	Iteration 35Q: 3 clusters Score -552622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -552623.062500 Penalty: 2795.319336
	Iteration 36Q: 3 clusters Score -552623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -552623.062500 Penalty: 2795.319336
	Iteration 37F: 3 clusters Score -552623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Entering Unmasked Estep 
Score: -4318897.000000 Penalty: 1720.664307
	Iteration 0F: 2 clusters Score -4318897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4292252.500000 Penalty: 3441.328613
	Iteration 0F: 3 clusters Score -4292252 nChanged 18520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4302994.500000 Penalty: 3441.328613
	Iteration 1F: 3 clusters Score -4302994 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4304025.000000 Penalty: 3441.328613
	Iteration 2F: 3 clusters Score -4304025 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4305427.500000 Penalty: 3441.328613
	Iteration 3F: 3 clusters Score -4305428 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4307241.500000 Penalty: 3441.328613
	Iteration 4F: 3 clusters Score -4307242 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4309547.000000 Penalty: 3441.328613
	Iteration 5F: 3 clusters Score -4309547 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4311806.000000 Penalty: 3441.328613
	Iteration 6F: 3 clusters Score -4311806 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4313245.000000 Penalty: 3441.328613
	Iteration 7F: 3 clusters Score -4313245 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4313838.500000 Penalty: 3441.328613
	Iteration 8Q: 3 clusters Score -4313838 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4314153.500000 Penalty: 3441.328613
	Iteration 9Q: 3 clusters Score -4314154 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4314373.500000 Penalty: 3441.328613
	Iteration 10Q: 3 clusters Score -4314374 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4314576.000000 Penalty: 3441.328613
	Iteration 11Q: 3 clusters Score -4314576 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -4314791.000000 Penalty: 3441.328613
	Iteration 12Q: 3 clusters Score -4314791 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4314999.500000 Penalty: 3441.328613
	Iteration 13Q: 3 clusters Score -4315000 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4315193.000000 Penalty: 3441.328613
	Iteration 14Q: 3 clusters Score -4315193 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4315371.000000 Penalty: 3441.328613
	Iteration 15Q: 3 clusters Score -4315371 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4315527.000000 Penalty: 3441.328613
	Iteration 16Q: 3 clusters Score -4315527 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -4315666.500000 Penalty: 3441.328613
	Iteration 17Q: 3 clusters Score -4315666 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4315798.500000 Penalty: 3441.328613
	Iteration 18Q: 3 clusters Score -4315798 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4315949.500000 Penalty: 3441.328613
	Iteration 19Q: 3 clusters Score -4315950 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4316119.000000 Penalty: 3441.328613
	Iteration 20F: 3 clusters Score -4316119 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4316299.000000 Penalty: 3441.328613
	Iteration 21Q: 3 clusters Score -4316299 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4316434.500000 Penalty: 3441.328613
	Iteration 22Q: 3 clusters Score -4316434 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4316563.500000 Penalty: 3441.328613
	Iteration 23Q: 3 clusters Score -4316564 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4316705.000000 Penalty: 3441.328613
	Iteration 24Q: 3 clusters Score -4316705 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4316795.000000 Penalty: 3441.328613
	Iteration 25Q: 3 clusters Score -4316795 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4316883.500000 Penalty: 3441.328613
	Iteration 26Q: 3 clusters Score -4316884 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4316971.000000 Penalty: 3441.328613
	Iteration 27Q: 3 clusters Score -4316971 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4317044.000000 Penalty: 3441.328613
	Iteration 28Q: 3 clusters Score -4317044 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4317125.500000 Penalty: 3441.328613
	Iteration 29Q: 3 clusters Score -4317126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4317227.500000 Penalty: 3441.328613
	Iteration 30Q: 3 clusters Score -4317228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4317311.000000 Penalty: 3441.328613
	Iteration 31Q: 3 clusters Score -4317311 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4317384.500000 Penalty: 3441.328613
	Iteration 32Q: 3 clusters Score -4317384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4317444.500000 Penalty: 3441.328613
	Iteration 33Q: 3 clusters Score -4317444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4317496.000000 Penalty: 3441.328613
	Iteration 34Q: 3 clusters Score -4317496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4317553.000000 Penalty: 3441.328613
	Iteration 35Q: 3 clusters Score -4317553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4317579.000000 Penalty: 3441.328613
	Iteration 36Q: 3 clusters Score -4317579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4317606.500000 Penalty: 3441.328613
	Iteration 37Q: 3 clusters Score -4317606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4317634.500000 Penalty: 3441.328613
	Iteration 38Q: 3 clusters Score -4317634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4317645.500000 Penalty: 3441.328613
	Iteration 39Q: 3 clusters Score -4317646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4317659.000000 Penalty: 3441.328613
	Iteration 40F: 3 clusters Score -4317659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4317660.000000 Penalty: 3441.328613
	Iteration 41Q: 3 clusters Score -4317660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4317679.000000 Penalty: 3441.328613
	Iteration 42Q: 3 clusters Score -4317679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4317677.000000 Penalty: 3441.328613
	Iteration 43Q: 3 clusters Score -4317677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4317682.500000 Penalty: 3441.328613
	Iteration 44Q: 3 clusters Score -4317682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4317689.500000 Penalty: 3441.328613
	Iteration 45Q: 3 clusters Score -4317690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4317686.500000 Penalty: 3441.328613
	Iteration 46Q: 3 clusters Score -4317686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4317694.000000 Penalty: 3441.328613
	Iteration 47Q: 3 clusters Score -4317694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4317698.000000 Penalty: 3441.328613
	Iteration 48Q: 3 clusters Score -4317698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4317693.500000 Penalty: 3441.328613
	Iteration 49Q: 3 clusters Score -4317694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4317702.500000 Penalty: 3441.328613
	Iteration 50Q: 3 clusters Score -4317702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4317708.000000 Penalty: 3441.328613
	Iteration 51Q: 3 clusters Score -4317708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4317714.000000 Penalty: 3441.328613
	Iteration 52Q: 3 clusters Score -4317714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4317718.000000 Penalty: 3441.328613
	Iteration 53Q: 3 clusters Score -4317718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4317717.000000 Penalty: 3441.328613
	Iteration 54Q: 3 clusters Score -4317717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4317717.000000 Penalty: 3441.328613
	Iteration 55Q: 3 clusters Score -4317717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4317712.500000 Penalty: 3441.328613
	Iteration 56Q: 3 clusters Score -4317712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4317717.000000 Penalty: 3441.328613
	Iteration 57Q: 3 clusters Score -4317717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4317719.000000 Penalty: 3441.328613
	Iteration 58Q: 3 clusters Score -4317719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4317721.500000 Penalty: 3441.328613
	Iteration 59Q: 3 clusters Score -4317722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4317721.000000 Penalty: 3441.328613
	Iteration 60F: 3 clusters Score -4317721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4317718.500000 Penalty: 3441.328613
	Iteration 61Q: 3 clusters Score -4317718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4317720.500000 Penalty: 3441.328613
	Iteration 62Q: 3 clusters Score -4317720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4317719.500000 Penalty: 3441.328613
	Iteration 63Q: 3 clusters Score -4317720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4317720.000000 Penalty: 3441.328613
	Iteration 64Q: 3 clusters Score -4317720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4317723.000000 Penalty: 3441.328613
	Iteration 65Q: 3 clusters Score -4317723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4317723.000000 Penalty: 3441.328613
	Iteration 66F: 3 clusters Score -4317723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -252386.812500 Penalty: 1266.725708
	Iteration 0F: 2 clusters Score -252386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -250017.406250 Penalty: 2533.451416
	Iteration 0F: 3 clusters Score -250017.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -250563.796875 Penalty: 2533.451416
	Iteration 1F: 3 clusters Score -250563.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -250737.156250 Penalty: 2533.451416
	Iteration 2F: 3 clusters Score -250737.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250824.828125 Penalty: 2533.451416
	Iteration 3Q: 3 clusters Score -250824.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -250894.671875 Penalty: 2533.451416
	Iteration 4Q: 3 clusters Score -250894.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250975.562500 Penalty: 2533.451416
	Iteration 5Q: 3 clusters Score -250975.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -251060.718750 Penalty: 2533.451416
	Iteration 6Q: 3 clusters Score -251060.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -251143.375000 Penalty: 2533.451416
	Iteration 7Q: 3 clusters Score -251143.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -251229.484375 Penalty: 2533.451416
	Iteration 8Q: 3 clusters Score -251229.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -251342.734375 Penalty: 2533.451416
	Iteration 9Q: 3 clusters Score -251342.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -251492.328125 Penalty: 2533.451416
	Iteration 10Q: 3 clusters Score -251492.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251634.656250 Penalty: 2533.451416
	Iteration 11Q: 3 clusters Score -251634.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -251758.203125 Penalty: 2533.451416
	Iteration 12Q: 3 clusters Score -251758.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -251838.515625 Penalty: 2533.451416
	Iteration 13Q: 3 clusters Score -251838.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -251889.796875 Penalty: 2533.451416
	Iteration 14Q: 3 clusters Score -251889.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -251908.921875 Penalty: 2533.451416
	Iteration 15Q: 3 clusters Score -251908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -251923.046875 Penalty: 2533.451416
	Iteration 16Q: 3 clusters Score -251923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -251936.078125 Penalty: 2533.451416
	Iteration 17Q: 3 clusters Score -251936.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -251952.765625 Penalty: 2533.451416
	Iteration 18Q: 3 clusters Score -251952.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -251966.687500 Penalty: 2533.451416
	Iteration 19Q: 3 clusters Score -251966.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -251978.593750 Penalty: 2533.451416
	Iteration 20F: 3 clusters Score -251978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -251983.953125 Penalty: 2533.451416
	Iteration 21Q: 3 clusters Score -251984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -251987.968750 Penalty: 2533.451416
	Iteration 22Q: 3 clusters Score -251988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -251989.859375 Penalty: 2533.451416
	Iteration 23Q: 3 clusters Score -251989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -251992.140625 Penalty: 2533.451416
	Iteration 24Q: 3 clusters Score -251992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -251996.265625 Penalty: 2533.451416
	Iteration 25Q: 3 clusters Score -251996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -251997.125000 Penalty: 2533.451416
	Iteration 26Q: 3 clusters Score -251997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -252000.578125 Penalty: 2533.451416
	Iteration 27Q: 3 clusters Score -252000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -252002.296875 Penalty: 2533.451416
	Iteration 28Q: 3 clusters Score -252002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252004.609375 Penalty: 2533.451416
	Iteration 29Q: 3 clusters Score -252004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252005.421875 Penalty: 2533.451416
	Iteration 30Q: 3 clusters Score -252005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -252006.171875 Penalty: 2533.451416
	Iteration 31Q: 3 clusters Score -252006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -252006.171875 Penalty: 2533.451416
	Iteration 32Q: 3 clusters Score -252006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -252006.171875 Penalty: 2533.451416
	Iteration 33F: 3 clusters Score -252006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Entering Unmasked Estep 
Score: -2326008.500000 Penalty: 1619.893066
	Iteration 0F: 2 clusters Score -2326008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2311302.750000 Penalty: 3239.786133
	Iteration 0F: 3 clusters Score -2311303 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2316773.750000 Penalty: 3239.786133
	Iteration 1F: 3 clusters Score -2316774 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2317074.750000 Penalty: 3239.786133
	Iteration 2Q: 3 clusters Score -2317075 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2317383.250000 Penalty: 3239.786133
	Iteration 3Q: 3 clusters Score -2317383 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2317803.500000 Penalty: 3239.786133
	Iteration 4Q: 3 clusters Score -2317804 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2318367.250000 Penalty: 3239.786133
	Iteration 5Q: 3 clusters Score -2318367 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2319072.750000 Penalty: 3239.786133
	Iteration 6F: 3 clusters Score -2319073 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2319964.500000 Penalty: 3239.786133
	Iteration 7F: 3 clusters Score -2319964 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2321043.750000 Penalty: 3239.786133
	Iteration 8F: 3 clusters Score -2321044 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2322150.250000 Penalty: 3239.786133
	Iteration 9F: 3 clusters Score -2322150 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2323081.250000 Penalty: 3239.786133
	Iteration 10Q: 3 clusters Score -2323081 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2323701.000000 Penalty: 3239.786133
	Iteration 11Q: 3 clusters Score -2323701 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2324084.750000 Penalty: 3239.786133
	Iteration 12Q: 3 clusters Score -2324085 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2324287.500000 Penalty: 3239.786133
	Iteration 13Q: 3 clusters Score -2324288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2324413.000000 Penalty: 3239.786133
	Iteration 14Q: 3 clusters Score -2324413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2324478.000000 Penalty: 3239.786133
	Iteration 15Q: 3 clusters Score -2324478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2324517.250000 Penalty: 3239.786133
	Iteration 16Q: 3 clusters Score -2324517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2324543.250000 Penalty: 3239.786133
	Iteration 17Q: 3 clusters Score -2324543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2324556.500000 Penalty: 3239.786133
	Iteration 18Q: 3 clusters Score -2324556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2324561.750000 Penalty: 3239.786133
	Iteration 19Q: 3 clusters Score -2324562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2324565.000000 Penalty: 3239.786133
	Iteration 20F: 3 clusters Score -2324565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2324571.500000 Penalty: 3239.786133
	Iteration 21Q: 3 clusters Score -2324572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2324578.750000 Penalty: 3239.786133
	Iteration 22Q: 3 clusters Score -2324579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2324583.500000 Penalty: 3239.786133
	Iteration 23Q: 3 clusters Score -2324584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2324585.250000 Penalty: 3239.786133
	Iteration 24Q: 3 clusters Score -2324585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2324585.500000 Penalty: 3239.786133
	Iteration 25Q: 3 clusters Score -2324586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2324589.750000 Penalty: 3239.786133
	Iteration 26Q: 3 clusters Score -2324590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2324595.750000 Penalty: 3239.786133
	Iteration 27Q: 3 clusters Score -2324596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2324600.750000 Penalty: 3239.786133
	Iteration 28Q: 3 clusters Score -2324601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2324605.250000 Penalty: 3239.786133
	Iteration 29Q: 3 clusters Score -2324605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2324606.250000 Penalty: 3239.786133
	Iteration 30Q: 3 clusters Score -2324606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2324608.250000 Penalty: 3239.786133
	Iteration 31Q: 3 clusters Score -2324608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2324610.000000 Penalty: 3239.786133
	Iteration 32Q: 3 clusters Score -2324610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2324610.000000 Penalty: 3239.786133
	Iteration 33F: 3 clusters Score -2324610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -267141.093750 Penalty: 1282.584106
	Iteration 0F: 2 clusters Score -267141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -264616.250000 Penalty: 2565.168213
	Iteration 0F: 3 clusters Score -264616.2 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -265263.312500 Penalty: 2565.168213
	Iteration 1F: 3 clusters Score -265263.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -265452.125000 Penalty: 2565.168213
	Iteration 2F: 3 clusters Score -265452.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -265599.031250 Penalty: 2565.168213
	Iteration 3F: 3 clusters Score -265599 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -265711.031250 Penalty: 2565.168213
	Iteration 4F: 3 clusters Score -265711 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -265801.875000 Penalty: 2565.168213
	Iteration 5Q: 3 clusters Score -265801.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -265874.625000 Penalty: 2565.168213
	Iteration 6Q: 3 clusters Score -265874.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -265922.343750 Penalty: 2565.168213
	Iteration 7Q: 3 clusters Score -265922.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -265953.906250 Penalty: 2565.168213
	Iteration 8Q: 3 clusters Score -265953.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -265977.843750 Penalty: 2565.168213
	Iteration 9Q: 3 clusters Score -265977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -266002.437500 Penalty: 2565.168213
	Iteration 10Q: 3 clusters Score -266002.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -266022.343750 Penalty: 2565.168213
	Iteration 11Q: 3 clusters Score -266022.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266042.531250 Penalty: 2565.168213
	Iteration 12Q: 3 clusters Score -266042.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -266055.312500 Penalty: 2565.168213
	Iteration 13Q: 3 clusters Score -266055.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -266066.093750 Penalty: 2565.168213
	Iteration 14Q: 3 clusters Score -266066.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -266075.843750 Penalty: 2565.168213
	Iteration 15Q: 3 clusters Score -266075.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -266083.375000 Penalty: 2565.168213
	Iteration 16Q: 3 clusters Score -266083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -266090.468750 Penalty: 2565.168213
	Iteration 17Q: 3 clusters Score -266090.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -266094.343750 Penalty: 2565.168213
	Iteration 18Q: 3 clusters Score -266094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -266097.406250 Penalty: 2565.168213
	Iteration 19Q: 3 clusters Score -266097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -266100.562500 Penalty: 2565.168213
	Iteration 20F: 3 clusters Score -266100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -266102.468750 Penalty: 2565.168213
	Iteration 21Q: 3 clusters Score -266102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -266104.031250 Penalty: 2565.168213
	Iteration 22Q: 3 clusters Score -266104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -266106.375000 Penalty: 2565.168213
	Iteration 23Q: 3 clusters Score -266106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -266107.781250 Penalty: 2565.168213
	Iteration 24Q: 3 clusters Score -266107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -266108.593750 Penalty: 2565.168213
	Iteration 25Q: 3 clusters Score -266108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -266108.968750 Penalty: 2565.168213
	Iteration 26Q: 3 clusters Score -266109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -266109.812500 Penalty: 2565.168213
	Iteration 27Q: 3 clusters Score -266109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -266111.312500 Penalty: 2565.168213
	Iteration 28Q: 3 clusters Score -266111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -266112.625000 Penalty: 2565.168213
	Iteration 29Q: 3 clusters Score -266112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -266113.875000 Penalty: 2565.168213
	Iteration 30Q: 3 clusters Score -266113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -266115.218750 Penalty: 2565.168213
	Iteration 31Q: 3 clusters Score -266115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -266115.437500 Penalty: 2565.168213
	Iteration 32Q: 3 clusters Score -266115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -266115.718750 Penalty: 2565.168213
	Iteration 33Q: 3 clusters Score -266115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -266116.750000 Penalty: 2565.168213
	Iteration 34Q: 3 clusters Score -266116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -266118.468750 Penalty: 2565.168213
	Iteration 35Q: 3 clusters Score -266118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -266120.625000 Penalty: 2565.168213
	Iteration 36Q: 3 clusters Score -266120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -266123.343750 Penalty: 2565.168213
	Iteration 37Q: 3 clusters Score -266123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -266126.531250 Penalty: 2565.168213
	Iteration 38Q: 3 clusters Score -266126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -266128.781250 Penalty: 2565.168213
	Iteration 39Q: 3 clusters Score -266128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -266129.812500 Penalty: 2565.168213
	Iteration 40F: 3 clusters Score -266129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -266133.281250 Penalty: 2565.168213
	Iteration 41Q: 3 clusters Score -266133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -266135.375000 Penalty: 2565.168213
	Iteration 42Q: 3 clusters Score -266135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -266138.312500 Penalty: 2565.168213
	Iteration 43Q: 3 clusters Score -266138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266141.843750 Penalty: 2565.168213
	Iteration 44Q: 3 clusters Score -266141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266145.625000 Penalty: 2565.168213
	Iteration 45Q: 3 clusters Score -266145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -266149.000000 Penalty: 2565.168213
	Iteration 46Q: 3 clusters Score -266149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -266152.406250 Penalty: 2565.168213
	Iteration 47Q: 3 clusters Score -266152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266156.437500 Penalty: 2565.168213
	Iteration 48Q: 3 clusters Score -266156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -266161.843750 Penalty: 2565.168213
	Iteration 49Q: 3 clusters Score -266161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -266167.437500 Penalty: 2565.168213
	Iteration 50Q: 3 clusters Score -266167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -266173.718750 Penalty: 2565.168213
	Iteration 51Q: 3 clusters Score -266173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266180.125000 Penalty: 2565.168213
	Iteration 52Q: 3 clusters Score -266180.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -266184.562500 Penalty: 2565.168213
	Iteration 53Q: 3 clusters Score -266184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -266192.906250 Penalty: 2565.168213
	Iteration 54Q: 3 clusters Score -266192.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -266205.281250 Penalty: 2565.168213
	Iteration 55Q: 3 clusters Score -266205.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266215.125000 Penalty: 2565.168213
	Iteration 56Q: 3 clusters Score -266215.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -266236.187500 Penalty: 2565.168213
	Iteration 57Q: 3 clusters Score -266236.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -266260.375000 Penalty: 2565.168213
	Iteration 58Q: 3 clusters Score -266260.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -266286.406250 Penalty: 2565.168213
	Iteration 59Q: 3 clusters Score -266286.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266315.937500 Penalty: 2565.168213
	Iteration 60F: 3 clusters Score -266315.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -266356.812500 Penalty: 2565.168213
	Iteration 61Q: 3 clusters Score -266356.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -266393.500000 Penalty: 2565.168213
	Iteration 62Q: 3 clusters Score -266393.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -266413.187500 Penalty: 2565.168213
	Iteration 63Q: 3 clusters Score -266413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -266426.500000 Penalty: 2565.168213
	Iteration 64Q: 3 clusters Score -266426.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266441.968750 Penalty: 2565.168213
	Iteration 65Q: 3 clusters Score -266442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -266454.937500 Penalty: 2565.168213
	Iteration 66Q: 3 clusters Score -266454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -266464.125000 Penalty: 2565.168213
	Iteration 67Q: 3 clusters Score -266464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -266469.250000 Penalty: 2565.168213
	Iteration 68Q: 3 clusters Score -266469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -266472.000000 Penalty: 2565.168213
	Iteration 69Q: 3 clusters Score -266472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -266477.750000 Penalty: 2565.168213
	Iteration 70Q: 3 clusters Score -266477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -266485.250000 Penalty: 2565.168213
	Iteration 71Q: 3 clusters Score -266485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -266486.250000 Penalty: 2565.168213
	Iteration 72Q: 3 clusters Score -266486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266487.062500 Penalty: 2565.168213
	Iteration 73Q: 3 clusters Score -266487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -266488.656250 Penalty: 2565.168213
	Iteration 74Q: 3 clusters Score -266488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266489.187500 Penalty: 2565.168213
	Iteration 75Q: 3 clusters Score -266489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266488.968750 Penalty: 2565.168213
	Iteration 76Q: 3 clusters Score -266489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266488.968750 Penalty: 2565.168213
	Iteration 77F: 3 clusters Score -266489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -2527142.000000 Penalty: 1640.413330
	Iteration 0F: 2 clusters Score -2527142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2510895.000000 Penalty: 3280.826660
	Iteration 0F: 3 clusters Score -2510895 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2516916.250000 Penalty: 3280.826660
	Iteration 1F: 3 clusters Score -2516916 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2517427.000000 Penalty: 3280.826660
	Iteration 2Q: 3 clusters Score -2517427 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2518099.000000 Penalty: 3280.826660
	Iteration 3F: 3 clusters Score -2518099 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2518884.250000 Penalty: 3280.826660
	Iteration 4F: 3 clusters Score -2518884 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2519763.500000 Penalty: 3280.826660
	Iteration 5F: 3 clusters Score -2519764 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2520734.000000 Penalty: 3280.826660
	Iteration 6F: 3 clusters Score -2520734 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2521644.500000 Penalty: 3280.826660
	Iteration 7F: 3 clusters Score -2521644 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2522333.500000 Penalty: 3280.826660
	Iteration 8F: 3 clusters Score -2522334 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2522779.250000 Penalty: 3280.826660
	Iteration 9Q: 3 clusters Score -2522779 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2523055.500000 Penalty: 3280.826660
	Iteration 10Q: 3 clusters Score -2523056 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2523246.000000 Penalty: 3280.826660
	Iteration 11Q: 3 clusters Score -2523246 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2523353.000000 Penalty: 3280.826660
	Iteration 12Q: 3 clusters Score -2523353 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2523445.000000 Penalty: 3280.826660
	Iteration 13Q: 3 clusters Score -2523445 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2523511.000000 Penalty: 3280.826660
	Iteration 14Q: 3 clusters Score -2523511 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2523565.000000 Penalty: 3280.826660
	Iteration 15Q: 3 clusters Score -2523565 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2523619.750000 Penalty: 3280.826660
	Iteration 16Q: 3 clusters Score -2523620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2523681.500000 Penalty: 3280.826660
	Iteration 17Q: 3 clusters Score -2523682 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2523733.250000 Penalty: 3280.826660
	Iteration 18Q: 3 clusters Score -2523733 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2523799.500000 Penalty: 3280.826660
	Iteration 19Q: 3 clusters Score -2523800 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2523844.250000 Penalty: 3280.826660
	Iteration 20F: 3 clusters Score -2523844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2523877.500000 Penalty: 3280.826660
	Iteration 21Q: 3 clusters Score -2523878 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2523943.250000 Penalty: 3280.826660
	Iteration 22Q: 3 clusters Score -2523943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2523996.750000 Penalty: 3280.826660
	Iteration 23Q: 3 clusters Score -2523997 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2524043.750000 Penalty: 3280.826660
	Iteration 24Q: 3 clusters Score -2524044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2524074.000000 Penalty: 3280.826660
	Iteration 25Q: 3 clusters Score -2524074 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2524104.000000 Penalty: 3280.826660
	Iteration 26Q: 3 clusters Score -2524104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2524133.250000 Penalty: 3280.826660
	Iteration 27Q: 3 clusters Score -2524133 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2524159.000000 Penalty: 3280.826660
	Iteration 28Q: 3 clusters Score -2524159 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2524179.250000 Penalty: 3280.826660
	Iteration 29Q: 3 clusters Score -2524179 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2524215.750000 Penalty: 3280.826660
	Iteration 30Q: 3 clusters Score -2524216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2524258.000000 Penalty: 3280.826660
	Iteration 31Q: 3 clusters Score -2524258 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2524280.500000 Penalty: 3280.826660
	Iteration 32Q: 3 clusters Score -2524280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2524311.750000 Penalty: 3280.826660
	Iteration 33Q: 3 clusters Score -2524312 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2524342.250000 Penalty: 3280.826660
	Iteration 34Q: 3 clusters Score -2524342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2524366.250000 Penalty: 3280.826660
	Iteration 35Q: 3 clusters Score -2524366 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2524385.500000 Penalty: 3280.826660
	Iteration 36Q: 3 clusters Score -2524386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2524413.500000 Penalty: 3280.826660
	Iteration 37Q: 3 clusters Score -2524414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2524435.750000 Penalty: 3280.826660
	Iteration 38Q: 3 clusters Score -2524436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2524451.250000 Penalty: 3280.826660
	Iteration 39Q: 3 clusters Score -2524451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2524467.250000 Penalty: 3280.826660
	Iteration 40F: 3 clusters Score -2524467 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2524490.250000 Penalty: 3280.826660
	Iteration 41Q: 3 clusters Score -2524490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2524505.000000 Penalty: 3280.826660
	Iteration 42Q: 3 clusters Score -2524505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2524535.750000 Penalty: 3280.826660
	Iteration 43Q: 3 clusters Score -2524536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2524557.000000 Penalty: 3280.826660
	Iteration 44Q: 3 clusters Score -2524557 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2524570.750000 Penalty: 3280.826660
	Iteration 45Q: 3 clusters Score -2524571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2524591.250000 Penalty: 3280.826660
	Iteration 46Q: 3 clusters Score -2524591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2524608.000000 Penalty: 3280.826660
	Iteration 47Q: 3 clusters Score -2524608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2524627.750000 Penalty: 3280.826660
	Iteration 48Q: 3 clusters Score -2524628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2524645.250000 Penalty: 3280.826660
	Iteration 49Q: 3 clusters Score -2524645 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2524661.500000 Penalty: 3280.826660
	Iteration 50Q: 3 clusters Score -2524662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2524673.500000 Penalty: 3280.826660
	Iteration 51Q: 3 clusters Score -2524674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2524698.250000 Penalty: 3280.826660
	Iteration 52Q: 3 clusters Score -2524698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2524719.500000 Penalty: 3280.826660
	Iteration 53Q: 3 clusters Score -2524720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2524733.250000 Penalty: 3280.826660
	Iteration 54Q: 3 clusters Score -2524733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2524751.250000 Penalty: 3280.826660
	Iteration 55Q: 3 clusters Score -2524751 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2524765.000000 Penalty: 3280.826660
	Iteration 56Q: 3 clusters Score -2524765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2524788.000000 Penalty: 3280.826660
	Iteration 57Q: 3 clusters Score -2524788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2524813.000000 Penalty: 3280.826660
	Iteration 58Q: 3 clusters Score -2524813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2524839.250000 Penalty: 3280.826660
	Iteration 59Q: 3 clusters Score -2524839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2524867.250000 Penalty: 3280.826660
	Iteration 60F: 3 clusters Score -2524867 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2524897.250000 Penalty: 3280.826660
	Iteration 61Q: 3 clusters Score -2524897 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2524923.500000 Penalty: 3280.826660
	Iteration 62Q: 3 clusters Score -2524924 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2524942.750000 Penalty: 3280.826660
	Iteration 63Q: 3 clusters Score -2524943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2524946.250000 Penalty: 3280.826660
	Iteration 64Q: 3 clusters Score -2524946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2524952.500000 Penalty: 3280.826660
	Iteration 65Q: 3 clusters Score -2524952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2524977.250000 Penalty: 3280.826660
	Iteration 66Q: 3 clusters Score -2524977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2524984.750000 Penalty: 3280.826660
	Iteration 67Q: 3 clusters Score -2524985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2524993.000000 Penalty: 3280.826660
	Iteration 68Q: 3 clusters Score -2524993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2525016.000000 Penalty: 3280.826660
	Iteration 69Q: 3 clusters Score -2525016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2525032.500000 Penalty: 3280.826660
	Iteration 70Q: 3 clusters Score -2525032 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2525043.250000 Penalty: 3280.826660
	Iteration 71Q: 3 clusters Score -2525043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2525053.250000 Penalty: 3280.826660
	Iteration 72Q: 3 clusters Score -2525053 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2525070.250000 Penalty: 3280.826660
	Iteration 73Q: 3 clusters Score -2525070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2525079.000000 Penalty: 3280.826660
	Iteration 74Q: 3 clusters Score -2525079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2525098.500000 Penalty: 3280.826660
	Iteration 75Q: 3 clusters Score -2525098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2525107.750000 Penalty: 3280.826660
	Iteration 76Q: 3 clusters Score -2525108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2525105.750000 Penalty: 3280.826660
	Iteration 77Q: 3 clusters Score -2525106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2525115.500000 Penalty: 3280.826660
	Iteration 78Q: 3 clusters Score -2525116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2525136.250000 Penalty: 3280.826660
	Iteration 79Q: 3 clusters Score -2525136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2525149.750000 Penalty: 3280.826660
	Iteration 80F: 3 clusters Score -2525150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2525166.250000 Penalty: 3280.826660
	Iteration 81Q: 3 clusters Score -2525166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2525191.750000 Penalty: 3280.826660
	Iteration 82Q: 3 clusters Score -2525192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2525211.750000 Penalty: 3280.826660
	Iteration 83Q: 3 clusters Score -2525212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2525240.250000 Penalty: 3280.826660
	Iteration 84Q: 3 clusters Score -2525240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2525260.250000 Penalty: 3280.826660
	Iteration 85Q: 3 clusters Score -2525260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2525288.250000 Penalty: 3280.826660
	Iteration 86Q: 3 clusters Score -2525288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2525303.000000 Penalty: 3280.826660
	Iteration 87Q: 3 clusters Score -2525303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2525323.750000 Penalty: 3280.826660
	Iteration 88Q: 3 clusters Score -2525324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2525353.250000 Penalty: 3280.826660
	Iteration 89Q: 3 clusters Score -2525353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2525371.250000 Penalty: 3280.826660
	Iteration 90Q: 3 clusters Score -2525371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2525391.000000 Penalty: 3280.826660
	Iteration 91Q: 3 clusters Score -2525391 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2525406.750000 Penalty: 3280.826660
	Iteration 92Q: 3 clusters Score -2525407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2525418.000000 Penalty: 3280.826660
	Iteration 93Q: 3 clusters Score -2525418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2525441.000000 Penalty: 3280.826660
	Iteration 94Q: 3 clusters Score -2525441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2525467.500000 Penalty: 3280.826660
	Iteration 95Q: 3 clusters Score -2525468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2525489.750000 Penalty: 3280.826660
	Iteration 96Q: 3 clusters Score -2525490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2525502.750000 Penalty: 3280.826660
	Iteration 97Q: 3 clusters Score -2525503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2525520.000000 Penalty: 3280.826660
	Iteration 98Q: 3 clusters Score -2525520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2525531.750000 Penalty: 3280.826660
	Iteration 99Q: 3 clusters Score -2525532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2525544.500000 Penalty: 3280.826660
	Iteration 100F: 3 clusters Score -2525544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2525555.250000 Penalty: 3280.826660
	Iteration 101Q: 3 clusters Score -2525555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2525562.000000 Penalty: 3280.826660
	Iteration 102Q: 3 clusters Score -2525562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2525572.750000 Penalty: 3280.826660
	Iteration 103Q: 3 clusters Score -2525573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2525576.750000 Penalty: 3280.826660
	Iteration 104Q: 3 clusters Score -2525577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2525582.750000 Penalty: 3280.826660
	Iteration 105Q: 3 clusters Score -2525583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2525586.750000 Penalty: 3280.826660
	Iteration 106Q: 3 clusters Score -2525587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2525599.000000 Penalty: 3280.826660
	Iteration 107Q: 3 clusters Score -2525599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2525607.000000 Penalty: 3280.826660
	Iteration 108Q: 3 clusters Score -2525607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2525627.000000 Penalty: 3280.826660
	Iteration 109Q: 3 clusters Score -2525627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2525633.750000 Penalty: 3280.826660
	Iteration 110Q: 3 clusters Score -2525634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2525647.000000 Penalty: 3280.826660
	Iteration 111Q: 3 clusters Score -2525647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2525651.750000 Penalty: 3280.826660
	Iteration 112Q: 3 clusters Score -2525652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2525655.500000 Penalty: 3280.826660
	Iteration 113Q: 3 clusters Score -2525656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2525665.750000 Penalty: 3280.826660
	Iteration 114Q: 3 clusters Score -2525666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2525675.750000 Penalty: 3280.826660
	Iteration 115Q: 3 clusters Score -2525676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2525685.500000 Penalty: 3280.826660
	Iteration 116Q: 3 clusters Score -2525686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2525695.750000 Penalty: 3280.826660
	Iteration 117Q: 3 clusters Score -2525696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2525694.500000 Penalty: 3280.826660
	Iteration 118Q: 3 clusters Score -2525694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2525699.250000 Penalty: 3280.826660
	Iteration 119Q: 3 clusters Score -2525699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2525701.000000 Penalty: 3280.826660
	Iteration 120F: 3 clusters Score -2525701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2525707.500000 Penalty: 3280.826660
	Iteration 121Q: 3 clusters Score -2525708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2525709.000000 Penalty: 3280.826660
	Iteration 122Q: 3 clusters Score -2525709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2525717.250000 Penalty: 3280.826660
	Iteration 123Q: 3 clusters Score -2525717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2525712.750000 Penalty: 3280.826660
	Iteration 124Q: 3 clusters Score -2525713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2525716.750000 Penalty: 3280.826660
	Iteration 125Q: 3 clusters Score -2525717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2525720.000000 Penalty: 3280.826660
	Iteration 126Q: 3 clusters Score -2525720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2525722.500000 Penalty: 3280.826660
	Iteration 127Q: 3 clusters Score -2525722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2525723.250000 Penalty: 3280.826660
	Iteration 128Q: 3 clusters Score -2525723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2525723.250000 Penalty: 3280.826660
	Iteration 129Q: 3 clusters Score -2525723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2525730.000000 Penalty: 3280.826660
	Iteration 130Q: 3 clusters Score -2525730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2525729.750000 Penalty: 3280.826660
	Iteration 131Q: 3 clusters Score -2525730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2525726.750000 Penalty: 3280.826660
	Iteration 132Q: 3 clusters Score -2525727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2525728.250000 Penalty: 3280.826660
	Iteration 133Q: 3 clusters Score -2525728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2525731.750000 Penalty: 3280.826660
	Iteration 134Q: 3 clusters Score -2525732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2525730.750000 Penalty: 3280.826660
	Iteration 135Q: 3 clusters Score -2525731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2525728.500000 Penalty: 3280.826660
	Iteration 136Q: 3 clusters Score -2525728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2525730.250000 Penalty: 3280.826660
	Iteration 137Q: 3 clusters Score -2525730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2525731.750000 Penalty: 3280.826660
	Iteration 138Q: 3 clusters Score -2525732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2525733.500000 Penalty: 3280.826660
	Iteration 139Q: 3 clusters Score -2525734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2525732.500000 Penalty: 3280.826660
	Iteration 140F: 3 clusters Score -2525732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2525734.250000 Penalty: 3280.826660
	Iteration 141Q: 3 clusters Score -2525734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2525737.000000 Penalty: 3280.826660
	Iteration 142Q: 3 clusters Score -2525737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2525734.500000 Penalty: 3280.826660
	Iteration 143Q: 3 clusters Score -2525734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2525735.500000 Penalty: 3280.826660
	Iteration 144Q: 3 clusters Score -2525736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2525735.000000 Penalty: 3280.826660
	Iteration 145Q: 3 clusters Score -2525735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2525739.500000 Penalty: 3280.826660
	Iteration 146Q: 3 clusters Score -2525740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2525739.750000 Penalty: 3280.826660
	Iteration 147Q: 3 clusters Score -2525740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2525741.000000 Penalty: 3280.826660
	Iteration 148Q: 3 clusters Score -2525741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2525742.000000 Penalty: 3280.826660
	Iteration 149Q: 3 clusters Score -2525742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2525742.500000 Penalty: 3280.826660
	Iteration 150Q: 3 clusters Score -2525742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2525742.500000 Penalty: 3280.826660
	Iteration 151F: 3 clusters Score -2525742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (222822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222822 members 
Entering Unmasked Estep 
Score: -23660370.000000 Penalty: 2001.045898
	Iteration 0F: 2 clusters Score -2.366037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -23518112.000000 Penalty: 4002.091797
	Iteration 0F: 3 clusters Score -2.351811e+07 nChanged 108025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119925 members 
Mstep: Class 2 contains 102897 members 
Entering Unmasked Estep 
Score: -23583448.000000 Penalty: 4002.091797
	Iteration 1F: 3 clusters Score -2.358345e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124438 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -23585580.000000 Penalty: 4002.091797
	Iteration 2Q: 3 clusters Score -2.358558e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -23589050.000000 Penalty: 4002.091797
	Iteration 3Q: 3 clusters Score -2.358905e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141211 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -23595166.000000 Penalty: 4002.091797
	Iteration 4F: 3 clusters Score -2.359517e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -23605398.000000 Penalty: 4002.091797
	Iteration 5F: 3 clusters Score -2.36054e+07 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -23619614.000000 Penalty: 4002.091797
	Iteration 6F: 3 clusters Score -2.361961e+07 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -23635126.000000 Penalty: 4002.091797
	Iteration 7F: 3 clusters Score -2.363513e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205408 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -23646916.000000 Penalty: 4002.091797
	Iteration 8F: 3 clusters Score -2.364692e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213398 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -23653128.000000 Penalty: 4002.091797
	Iteration 9Q: 3 clusters Score -2.365313e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217700 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -23656392.000000 Penalty: 4002.091797
	Iteration 10Q: 3 clusters Score -2.365639e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219913 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -23658270.000000 Penalty: 4002.091797
	Iteration 11Q: 3 clusters Score -2.365827e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23659194.000000 Penalty: 4002.091797
	Iteration 12Q: 3 clusters Score -2.365919e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221482 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23659718.000000 Penalty: 4002.091797
	Iteration 13Q: 3 clusters Score -2.365972e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221691 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23660046.000000 Penalty: 4002.091797
	Iteration 14Q: 3 clusters Score -2.366005e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221767 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23660282.000000 Penalty: 4002.091797
	Iteration 15Q: 3 clusters Score -2.366028e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221789 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23660478.000000 Penalty: 4002.091797
	Iteration 16Q: 3 clusters Score -2.366048e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221780 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -23660600.000000 Penalty: 4002.091797
	Iteration 17Q: 3 clusters Score -2.36606e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221757 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23660764.000000 Penalty: 4002.091797
	Iteration 18Q: 3 clusters Score -2.366076e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221705 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23660852.000000 Penalty: 4002.091797
	Iteration 19Q: 3 clusters Score -2.366085e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221641 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -23661004.000000 Penalty: 4002.091797
	Iteration 20F: 3 clusters Score -2.3661e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221558 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23661114.000000 Penalty: 4002.091797
	Iteration 21Q: 3 clusters Score -2.366111e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221459 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23661210.000000 Penalty: 4002.091797
	Iteration 22Q: 3 clusters Score -2.366121e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23661312.000000 Penalty: 4002.091797
	Iteration 23Q: 3 clusters Score -2.366131e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221237 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23661378.000000 Penalty: 4002.091797
	Iteration 24Q: 3 clusters Score -2.366138e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221141 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23661482.000000 Penalty: 4002.091797
	Iteration 25Q: 3 clusters Score -2.366148e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221056 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23661504.000000 Penalty: 4002.091797
	Iteration 26Q: 3 clusters Score -2.36615e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220991 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23661524.000000 Penalty: 4002.091797
	Iteration 27Q: 3 clusters Score -2.366152e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220928 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -23661534.000000 Penalty: 4002.091797
	Iteration 28Q: 3 clusters Score -2.366153e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220877 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23661564.000000 Penalty: 4002.091797
	Iteration 29Q: 3 clusters Score -2.366156e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220816 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23661614.000000 Penalty: 4002.091797
	Iteration 30Q: 3 clusters Score -2.366161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220776 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23661610.000000 Penalty: 4002.091797
	Iteration 31Q: 3 clusters Score -2.366161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220747 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23661656.000000 Penalty: 4002.091797
	Iteration 32Q: 3 clusters Score -2.366166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220723 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23661666.000000 Penalty: 4002.091797
	Iteration 33Q: 3 clusters Score -2.366167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220697 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -23661678.000000 Penalty: 4002.091797
	Iteration 34Q: 3 clusters Score -2.366168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220673 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23661676.000000 Penalty: 4002.091797
	Iteration 35Q: 3 clusters Score -2.366168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220647 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -23661670.000000 Penalty: 4002.091797
	Iteration 36Q: 3 clusters Score -2.366167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220620 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23661680.000000 Penalty: 4002.091797
	Iteration 37Q: 3 clusters Score -2.366168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -23661688.000000 Penalty: 4002.091797
	Iteration 38Q: 3 clusters Score -2.366169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220580 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23661706.000000 Penalty: 4002.091797
	Iteration 39Q: 3 clusters Score -2.366171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220561 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -23661738.000000 Penalty: 4002.091797
	Iteration 40F: 3 clusters Score -2.366174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220540 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23661740.000000 Penalty: 4002.091797
	Iteration 41Q: 3 clusters Score -2.366174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220521 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -23661754.000000 Penalty: 4002.091797
	Iteration 42Q: 3 clusters Score -2.366175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220502 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23661748.000000 Penalty: 4002.091797
	Iteration 43Q: 3 clusters Score -2.366175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220488 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -23661748.000000 Penalty: 4002.091797
	Iteration 44Q: 3 clusters Score -2.366175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220472 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -23661760.000000 Penalty: 4002.091797
	Iteration 45Q: 3 clusters Score -2.366176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220453 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -23661780.000000 Penalty: 4002.091797
	Iteration 46Q: 3 clusters Score -2.366178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220437 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -23661758.000000 Penalty: 4002.091797
	Iteration 47Q: 3 clusters Score -2.366176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220421 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -23661762.000000 Penalty: 4002.091797
	Iteration 48Q: 3 clusters Score -2.366176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220402 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -23661748.000000 Penalty: 4002.091797
	Iteration 49Q: 3 clusters Score -2.366175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220390 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -23661736.000000 Penalty: 4002.091797
	Iteration 50Q: 3 clusters Score -2.366174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220385 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23661722.000000 Penalty: 4002.091797
	Iteration 51Q: 3 clusters Score -2.366172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220379 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -23661730.000000 Penalty: 4002.091797
	Iteration 52Q: 3 clusters Score -2.366173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220374 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -23661730.000000 Penalty: 4002.091797
	Iteration 53Q: 3 clusters Score -2.366173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220364 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -23661732.000000 Penalty: 4002.091797
	Iteration 54Q: 3 clusters Score -2.366173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220353 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -23661740.000000 Penalty: 4002.091797
	Iteration 55Q: 3 clusters Score -2.366174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220343 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23661760.000000 Penalty: 4002.091797
	Iteration 56Q: 3 clusters Score -2.366176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220335 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -23661768.000000 Penalty: 4002.091797
	Iteration 57Q: 3 clusters Score -2.366177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220325 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -23661776.000000 Penalty: 4002.091797
	Iteration 58Q: 3 clusters Score -2.366178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220314 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23661764.000000 Penalty: 4002.091797
	Iteration 59Q: 3 clusters Score -2.366176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220306 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -23661774.000000 Penalty: 4002.091797
	Iteration 60F: 3 clusters Score -2.366177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -23661768.000000 Penalty: 4002.091797
	Iteration 61Q: 3 clusters Score -2.366177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220286 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -23661768.000000 Penalty: 4002.091797
	Iteration 62Q: 3 clusters Score -2.366177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220273 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23661776.000000 Penalty: 4002.091797
	Iteration 63Q: 3 clusters Score -2.366178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220259 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23661774.000000 Penalty: 4002.091797
	Iteration 64Q: 3 clusters Score -2.366177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220248 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -23661760.000000 Penalty: 4002.091797
	Iteration 65Q: 3 clusters Score -2.366176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220237 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -23661762.000000 Penalty: 4002.091797
	Iteration 66Q: 3 clusters Score -2.366176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220228 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -23661770.000000 Penalty: 4002.091797
	Iteration 67Q: 3 clusters Score -2.366177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220223 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23661776.000000 Penalty: 4002.091797
	Iteration 68Q: 3 clusters Score -2.366178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220219 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -23661780.000000 Penalty: 4002.091797
	Iteration 69Q: 3 clusters Score -2.366178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220214 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23661782.000000 Penalty: 4002.091797
	Iteration 70Q: 3 clusters Score -2.366178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220211 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23661762.000000 Penalty: 4002.091797
	Iteration 71Q: 3 clusters Score -2.366176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220208 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -23661768.000000 Penalty: 4002.091797
	Iteration 72Q: 3 clusters Score -2.366177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220205 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23661764.000000 Penalty: 4002.091797
	Iteration 73Q: 3 clusters Score -2.366176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220199 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23661784.000000 Penalty: 4002.091797
	Iteration 74Q: 3 clusters Score -2.366178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220195 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23661780.000000 Penalty: 4002.091797
	Iteration 75Q: 3 clusters Score -2.366178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220192 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23661768.000000 Penalty: 4002.091797
	Iteration 76Q: 3 clusters Score -2.366177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220190 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23661778.000000 Penalty: 4002.091797
	Iteration 77Q: 3 clusters Score -2.366178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220187 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -23661800.000000 Penalty: 4002.091797
	Iteration 78Q: 3 clusters Score -2.36618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220181 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23661802.000000 Penalty: 4002.091797
	Iteration 79Q: 3 clusters Score -2.36618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -23661804.000000 Penalty: 4002.091797
	Iteration 80F: 3 clusters Score -2.36618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220174 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -23661814.000000 Penalty: 4002.091797
	Iteration 81Q: 3 clusters Score -2.366181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220166 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -23661800.000000 Penalty: 4002.091797
	Iteration 82Q: 3 clusters Score -2.36618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220163 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23661808.000000 Penalty: 4002.091797
	Iteration 83Q: 3 clusters Score -2.366181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220165 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -23661818.000000 Penalty: 4002.091797
	Iteration 84Q: 3 clusters Score -2.366182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220162 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23661824.000000 Penalty: 4002.091797
	Iteration 85Q: 3 clusters Score -2.366182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220157 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -23661826.000000 Penalty: 4002.091797
	Iteration 86Q: 3 clusters Score -2.366183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220153 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -23661834.000000 Penalty: 4002.091797
	Iteration 87Q: 3 clusters Score -2.366183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220148 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23661832.000000 Penalty: 4002.091797
	Iteration 88Q: 3 clusters Score -2.366183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220143 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23661840.000000 Penalty: 4002.091797
	Iteration 89Q: 3 clusters Score -2.366184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220140 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23661848.000000 Penalty: 4002.091797
	Iteration 90Q: 3 clusters Score -2.366185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -23661858.000000 Penalty: 4002.091797
	Iteration 91Q: 3 clusters Score -2.366186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220137 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -23661854.000000 Penalty: 4002.091797
	Iteration 92Q: 3 clusters Score -2.366185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220135 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -23661852.000000 Penalty: 4002.091797
	Iteration 93Q: 3 clusters Score -2.366185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220133 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -23661846.000000 Penalty: 4002.091797
	Iteration 94Q: 3 clusters Score -2.366185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220130 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23661852.000000 Penalty: 4002.091797
	Iteration 95Q: 3 clusters Score -2.366185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220125 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -23661858.000000 Penalty: 4002.091797
	Iteration 96Q: 3 clusters Score -2.366186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220118 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23661846.000000 Penalty: 4002.091797
	Iteration 97Q: 3 clusters Score -2.366185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220115 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -23661838.000000 Penalty: 4002.091797
	Iteration 98Q: 3 clusters Score -2.366184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220112 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -23661846.000000 Penalty: 4002.091797
	Iteration 99Q: 3 clusters Score -2.366185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220109 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -23661842.000000 Penalty: 4002.091797
	Iteration 100F: 3 clusters Score -2.366184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220110 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -23661848.000000 Penalty: 4002.091797
	Iteration 101Q: 3 clusters Score -2.366185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220109 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -23661848.000000 Penalty: 4002.091797
	Iteration 102Q: 3 clusters Score -2.366185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220108 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -23661854.000000 Penalty: 4002.091797
	Iteration 103Q: 3 clusters Score -2.366185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220108 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -23661854.000000 Penalty: 4002.091797
	Iteration 104F: 3 clusters Score -2.366185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 167211 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 143979 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 39684 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 21345 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 24218 members 
Mstep: Class 15 contains 220108 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 19 contains 16842 members 
Entering Unmasked Estep 
Score: -84476728.000000 Penalty: 39790.128906
Splitting cluster 15 changes total score from -84476064.000000 to -84476728.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -424637.781250 Penalty: 1361.301636
	Iteration 0F: 2 clusters Score -424637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -421068.281250 Penalty: 2722.603271
	Iteration 0F: 3 clusters Score -421068.3 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -422070.062500 Penalty: 2722.603271
	Iteration 1F: 3 clusters Score -422070.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -422245.875000 Penalty: 2722.603271
	Iteration 2F: 3 clusters Score -422245.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -422377.812500 Penalty: 2722.603271
	Iteration 3F: 3 clusters Score -422377.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -422488.625000 Penalty: 2722.603271
	Iteration 4Q: 3 clusters Score -422488.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -422577.750000 Penalty: 2722.603271
	Iteration 5Q: 3 clusters Score -422577.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -422661.750000 Penalty: 2722.603271
	Iteration 6Q: 3 clusters Score -422661.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -422732.062500 Penalty: 2722.603271
	Iteration 7Q: 3 clusters Score -422732.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422797.000000 Penalty: 2722.603271
	Iteration 8Q: 3 clusters Score -422797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422839.750000 Penalty: 2722.603271
	Iteration 9Q: 3 clusters Score -422839.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -422881.968750 Penalty: 2722.603271
	Iteration 10Q: 3 clusters Score -422882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -422929.843750 Penalty: 2722.603271
	Iteration 11Q: 3 clusters Score -422929.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -422982.062500 Penalty: 2722.603271
	Iteration 12Q: 3 clusters Score -422982.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -423020.500000 Penalty: 2722.603271
	Iteration 13Q: 3 clusters Score -423020.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -423056.593750 Penalty: 2722.603271
	Iteration 14Q: 3 clusters Score -423056.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -423099.906250 Penalty: 2722.603271
	Iteration 15Q: 3 clusters Score -423099.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -423141.312500 Penalty: 2722.603271
	Iteration 16Q: 3 clusters Score -423141.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423194.718750 Penalty: 2722.603271
	Iteration 17Q: 3 clusters Score -423194.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -423236.375000 Penalty: 2722.603271
	Iteration 18Q: 3 clusters Score -423236.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -423271.656250 Penalty: 2722.603271
	Iteration 19Q: 3 clusters Score -423271.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -423302.437500 Penalty: 2722.603271
	Iteration 20F: 3 clusters Score -423302.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -423329.531250 Penalty: 2722.603271
	Iteration 21Q: 3 clusters Score -423329.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -423364.593750 Penalty: 2722.603271
	Iteration 22Q: 3 clusters Score -423364.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -423408.531250 Penalty: 2722.603271
	Iteration 23Q: 3 clusters Score -423408.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -423439.187500 Penalty: 2722.603271
	Iteration 24Q: 3 clusters Score -423439.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -423466.906250 Penalty: 2722.603271
	Iteration 25Q: 3 clusters Score -423466.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -423484.375000 Penalty: 2722.603271
	Iteration 26Q: 3 clusters Score -423484.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -423497.968750 Penalty: 2722.603271
	Iteration 27Q: 3 clusters Score -423498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -423507.406250 Penalty: 2722.603271
	Iteration 28Q: 3 clusters Score -423507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -423513.750000 Penalty: 2722.603271
	Iteration 29Q: 3 clusters Score -423513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -423516.843750 Penalty: 2722.603271
	Iteration 30Q: 3 clusters Score -423516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -423520.281250 Penalty: 2722.603271
	Iteration 31Q: 3 clusters Score -423520.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -423523.250000 Penalty: 2722.603271
	Iteration 32Q: 3 clusters Score -423523.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -423526.562500 Penalty: 2722.603271
	Iteration 33Q: 3 clusters Score -423526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -423529.906250 Penalty: 2722.603271
	Iteration 34Q: 3 clusters Score -423529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -423533.250000 Penalty: 2722.603271
	Iteration 35Q: 3 clusters Score -423533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -423535.593750 Penalty: 2722.603271
	Iteration 36Q: 3 clusters Score -423535.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423538.343750 Penalty: 2722.603271
	Iteration 37Q: 3 clusters Score -423538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -423543.468750 Penalty: 2722.603271
	Iteration 38Q: 3 clusters Score -423543.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -423546.156250 Penalty: 2722.603271
	Iteration 39Q: 3 clusters Score -423546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -423547.406250 Penalty: 2722.603271
	Iteration 40F: 3 clusters Score -423547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -423548.937500 Penalty: 2722.603271
	Iteration 41Q: 3 clusters Score -423548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -423548.937500 Penalty: 2722.603271
	Iteration 42Q: 3 clusters Score -423548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -423548.562500 Penalty: 2722.603271
	Iteration 43Q: 3 clusters Score -423548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -423549.312500 Penalty: 2722.603271
	Iteration 44Q: 3 clusters Score -423549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -423549.031250 Penalty: 2722.603271
	Iteration 45Q: 3 clusters Score -423549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -423549.750000 Penalty: 2722.603271
	Iteration 46Q: 3 clusters Score -423549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -423549.968750 Penalty: 2722.603271
	Iteration 47Q: 3 clusters Score -423550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -423551.187500 Penalty: 2722.603271
	Iteration 48Q: 3 clusters Score -423551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -423551.093750 Penalty: 2722.603271
	Iteration 49Q: 3 clusters Score -423551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -423551.093750 Penalty: 2722.603271
	Iteration 50F: 3 clusters Score -423551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Entering Unmasked Estep 
Score: -1839635.250000 Penalty: 1581.390137
	Iteration 0F: 2 clusters Score -1839635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1828045.500000 Penalty: 3162.780273
	Iteration 0F: 3 clusters Score -1828046 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1832118.750000 Penalty: 3162.780273
	Iteration 1F: 3 clusters Score -1832119 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1832504.500000 Penalty: 3162.780273
	Iteration 2F: 3 clusters Score -1832504 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1832896.250000 Penalty: 3162.780273
	Iteration 3F: 3 clusters Score -1832896 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1833308.875000 Penalty: 3162.780273
	Iteration 4Q: 3 clusters Score -1833309 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1833787.000000 Penalty: 3162.780273
	Iteration 5Q: 3 clusters Score -1833787 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1834297.250000 Penalty: 3162.780273
	Iteration 6F: 3 clusters Score -1834297 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1834888.625000 Penalty: 3162.780273
	Iteration 7F: 3 clusters Score -1834889 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1835512.500000 Penalty: 3162.780273
	Iteration 8F: 3 clusters Score -1835512 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1835948.125000 Penalty: 3162.780273
	Iteration 9Q: 3 clusters Score -1835948 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1836205.875000 Penalty: 3162.780273
	Iteration 10Q: 3 clusters Score -1836206 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1836356.125000 Penalty: 3162.780273
	Iteration 11Q: 3 clusters Score -1836356 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1836484.625000 Penalty: 3162.780273
	Iteration 12Q: 3 clusters Score -1836485 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1836604.625000 Penalty: 3162.780273
	Iteration 13Q: 3 clusters Score -1836605 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1836716.375000 Penalty: 3162.780273
	Iteration 14Q: 3 clusters Score -1836716 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1836807.500000 Penalty: 3162.780273
	Iteration 15Q: 3 clusters Score -1836808 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1836903.500000 Penalty: 3162.780273
	Iteration 16Q: 3 clusters Score -1836904 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1837004.375000 Penalty: 3162.780273
	Iteration 17Q: 3 clusters Score -1837004 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1837117.500000 Penalty: 3162.780273
	Iteration 18Q: 3 clusters Score -1837118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1837212.875000 Penalty: 3162.780273
	Iteration 19Q: 3 clusters Score -1837213 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1837294.000000 Penalty: 3162.780273
	Iteration 20F: 3 clusters Score -1837294 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1837359.625000 Penalty: 3162.780273
	Iteration 21Q: 3 clusters Score -1837360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1837410.875000 Penalty: 3162.780273
	Iteration 22Q: 3 clusters Score -1837411 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1837453.875000 Penalty: 3162.780273
	Iteration 23Q: 3 clusters Score -1837454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1837488.125000 Penalty: 3162.780273
	Iteration 24Q: 3 clusters Score -1837488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1837503.875000 Penalty: 3162.780273
	Iteration 25Q: 3 clusters Score -1837504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1837527.125000 Penalty: 3162.780273
	Iteration 26Q: 3 clusters Score -1837527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1837536.250000 Penalty: 3162.780273
	Iteration 27Q: 3 clusters Score -1837536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1837546.625000 Penalty: 3162.780273
	Iteration 28Q: 3 clusters Score -1837547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1837557.125000 Penalty: 3162.780273
	Iteration 29Q: 3 clusters Score -1837557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1837557.125000 Penalty: 3162.780273
	Iteration 30Q: 3 clusters Score -1837557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1837578.625000 Penalty: 3162.780273
	Iteration 31Q: 3 clusters Score -1837579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1837586.625000 Penalty: 3162.780273
	Iteration 32Q: 3 clusters Score -1837587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1837597.500000 Penalty: 3162.780273
	Iteration 33Q: 3 clusters Score -1837598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1837607.750000 Penalty: 3162.780273
	Iteration 34Q: 3 clusters Score -1837608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1837620.625000 Penalty: 3162.780273
	Iteration 35Q: 3 clusters Score -1837621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1837633.250000 Penalty: 3162.780273
	Iteration 36Q: 3 clusters Score -1837633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1837633.375000 Penalty: 3162.780273
	Iteration 37Q: 3 clusters Score -1837633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1837640.875000 Penalty: 3162.780273
	Iteration 38Q: 3 clusters Score -1837641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1837647.875000 Penalty: 3162.780273
	Iteration 39Q: 3 clusters Score -1837648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1837651.500000 Penalty: 3162.780273
	Iteration 40F: 3 clusters Score -1837652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1837660.875000 Penalty: 3162.780273
	Iteration 41Q: 3 clusters Score -1837661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1837669.250000 Penalty: 3162.780273
	Iteration 42Q: 3 clusters Score -1837669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1837684.875000 Penalty: 3162.780273
	Iteration 43Q: 3 clusters Score -1837685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1837685.750000 Penalty: 3162.780273
	Iteration 44Q: 3 clusters Score -1837686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1837692.875000 Penalty: 3162.780273
	Iteration 45Q: 3 clusters Score -1837693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1837694.875000 Penalty: 3162.780273
	Iteration 46Q: 3 clusters Score -1837695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1837708.250000 Penalty: 3162.780273
	Iteration 47Q: 3 clusters Score -1837708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1837713.750000 Penalty: 3162.780273
	Iteration 48Q: 3 clusters Score -1837714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1837719.875000 Penalty: 3162.780273
	Iteration 49Q: 3 clusters Score -1837720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1837722.625000 Penalty: 3162.780273
	Iteration 50Q: 3 clusters Score -1837723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1837725.000000 Penalty: 3162.780273
	Iteration 51Q: 3 clusters Score -1837725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1837735.000000 Penalty: 3162.780273
	Iteration 52Q: 3 clusters Score -1837735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1837742.875000 Penalty: 3162.780273
	Iteration 53Q: 3 clusters Score -1837743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1837744.625000 Penalty: 3162.780273
	Iteration 54Q: 3 clusters Score -1837745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1837752.625000 Penalty: 3162.780273
	Iteration 55Q: 3 clusters Score -1837753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1837763.500000 Penalty: 3162.780273
	Iteration 56Q: 3 clusters Score -1837764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1837768.000000 Penalty: 3162.780273
	Iteration 57Q: 3 clusters Score -1837768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1837769.750000 Penalty: 3162.780273
	Iteration 58Q: 3 clusters Score -1837770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1837773.625000 Penalty: 3162.780273
	Iteration 59Q: 3 clusters Score -1837774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1837779.625000 Penalty: 3162.780273
	Iteration 60F: 3 clusters Score -1837780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1837779.500000 Penalty: 3162.780273
	Iteration 61Q: 3 clusters Score -1837780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1837782.375000 Penalty: 3162.780273
	Iteration 62Q: 3 clusters Score -1837782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1837792.750000 Penalty: 3162.780273
	Iteration 63Q: 3 clusters Score -1837793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1837790.500000 Penalty: 3162.780273
	Iteration 64Q: 3 clusters Score -1837790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1837786.625000 Penalty: 3162.780273
	Iteration 65Q: 3 clusters Score -1837787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1837783.125000 Penalty: 3162.780273
	Iteration 66Q: 3 clusters Score -1837783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1837787.375000 Penalty: 3162.780273
	Iteration 67Q: 3 clusters Score -1837787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1837791.625000 Penalty: 3162.780273
	Iteration 68Q: 3 clusters Score -1837792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1837788.625000 Penalty: 3162.780273
	Iteration 69Q: 3 clusters Score -1837789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1837794.875000 Penalty: 3162.780273
	Iteration 70Q: 3 clusters Score -1837795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1837792.500000 Penalty: 3162.780273
	Iteration 71Q: 3 clusters Score -1837792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1837794.125000 Penalty: 3162.780273
	Iteration 72Q: 3 clusters Score -1837794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1837795.375000 Penalty: 3162.780273
	Iteration 73Q: 3 clusters Score -1837795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1837797.000000 Penalty: 3162.780273
	Iteration 74Q: 3 clusters Score -1837797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1837792.875000 Penalty: 3162.780273
	Iteration 75Q: 3 clusters Score -1837793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1837793.625000 Penalty: 3162.780273
	Iteration 76Q: 3 clusters Score -1837794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1837793.500000 Penalty: 3162.780273
	Iteration 77Q: 3 clusters Score -1837794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1837795.625000 Penalty: 3162.780273
	Iteration 78Q: 3 clusters Score -1837796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1837798.500000 Penalty: 3162.780273
	Iteration 79Q: 3 clusters Score -1837798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1837799.375000 Penalty: 3162.780273
	Iteration 80F: 3 clusters Score -1837799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1837798.500000 Penalty: 3162.780273
	Iteration 81Q: 3 clusters Score -1837798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1837799.750000 Penalty: 3162.780273
	Iteration 82Q: 3 clusters Score -1837800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1837797.375000 Penalty: 3162.780273
	Iteration 83Q: 3 clusters Score -1837797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1837798.500000 Penalty: 3162.780273
	Iteration 84Q: 3 clusters Score -1837798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1837797.250000 Penalty: 3162.780273
	Iteration 85Q: 3 clusters Score -1837797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1837800.500000 Penalty: 3162.780273
	Iteration 86Q: 3 clusters Score -1837800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1837800.000000 Penalty: 3162.780273
	Iteration 87Q: 3 clusters Score -1837800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1837798.875000 Penalty: 3162.780273
	Iteration 88Q: 3 clusters Score -1837799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1837797.125000 Penalty: 3162.780273
	Iteration 89Q: 3 clusters Score -1837797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1837800.375000 Penalty: 3162.780273
	Iteration 90Q: 3 clusters Score -1837800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1837797.250000 Penalty: 3162.780273
	Iteration 91Q: 3 clusters Score -1837797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1837797.625000 Penalty: 3162.780273
	Iteration 92Q: 3 clusters Score -1837798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1837800.625000 Penalty: 3162.780273
	Iteration 93Q: 3 clusters Score -1837801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1837801.750000 Penalty: 3162.780273
	Iteration 94Q: 3 clusters Score -1837802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1837802.625000 Penalty: 3162.780273
	Iteration 95Q: 3 clusters Score -1837803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1837799.625000 Penalty: 3162.780273
	Iteration 96Q: 3 clusters Score -1837800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1837806.250000 Penalty: 3162.780273
	Iteration 97Q: 3 clusters Score -1837806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1837808.375000 Penalty: 3162.780273
	Iteration 98Q: 3 clusters Score -1837808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1837806.250000 Penalty: 3162.780273
	Iteration 99Q: 3 clusters Score -1837806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1837809.875000 Penalty: 3162.780273
	Iteration 100F: 3 clusters Score -1837810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1837811.750000 Penalty: 3162.780273
	Iteration 101Q: 3 clusters Score -1837812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1837810.375000 Penalty: 3162.780273
	Iteration 102Q: 3 clusters Score -1837810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1837810.250000 Penalty: 3162.780273
	Iteration 103Q: 3 clusters Score -1837810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1837809.500000 Penalty: 3162.780273
	Iteration 104Q: 3 clusters Score -1837810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1837809.375000 Penalty: 3162.780273
	Iteration 105Q: 3 clusters Score -1837809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1837812.000000 Penalty: 3162.780273
	Iteration 106Q: 3 clusters Score -1837812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1837808.500000 Penalty: 3162.780273
	Iteration 107Q: 3 clusters Score -1837808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1837810.375000 Penalty: 3162.780273
	Iteration 108Q: 3 clusters Score -1837810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1837808.000000 Penalty: 3162.780273
	Iteration 109Q: 3 clusters Score -1837808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1837808.750000 Penalty: 3162.780273
	Iteration 110Q: 3 clusters Score -1837809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1837808.750000 Penalty: 3162.780273
	Iteration 111Q: 3 clusters Score -1837809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1837806.000000 Penalty: 3162.780273
	Iteration 112Q: 3 clusters Score -1837806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1837807.750000 Penalty: 3162.780273
	Iteration 113Q: 3 clusters Score -1837808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1837810.125000 Penalty: 3162.780273
	Iteration 114Q: 3 clusters Score -1837810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1837813.625000 Penalty: 3162.780273
	Iteration 115Q: 3 clusters Score -1837814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1837815.875000 Penalty: 3162.780273
	Iteration 116Q: 3 clusters Score -1837816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1837817.250000 Penalty: 3162.780273
	Iteration 117Q: 3 clusters Score -1837817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1837815.875000 Penalty: 3162.780273
	Iteration 118Q: 3 clusters Score -1837816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1837815.250000 Penalty: 3162.780273
	Iteration 119Q: 3 clusters Score -1837815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1837817.375000 Penalty: 3162.780273
	Iteration 120F: 3 clusters Score -1837817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1837819.125000 Penalty: 3162.780273
	Iteration 121Q: 3 clusters Score -1837819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1837821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1837821.375000 Penalty: 3162.780273
	Iteration 123Q: 3 clusters Score -1837821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1837822.125000 Penalty: 3162.780273
	Iteration 124Q: 3 clusters Score -1837822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1837823.500000 Penalty: 3162.780273
	Iteration 125Q: 3 clusters Score -1837824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1837826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1837824.875000 Penalty: 3162.780273
	Iteration 127Q: 3 clusters Score -1837825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1837821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1837820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1837820.250000 Penalty: 3162.780273
	Iteration 130Q: 3 clusters Score -1837820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1837822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1837825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
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	Iteration 133F: 3 clusters Score -1837825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 12053 members 
Mstep: Class 3 contains 167211 members 
Mstep: Class 4 contains 17174 members 
Mstep: Class 5 contains 58409 members 
Mstep: Class 6 contains 12777 members 
Mstep: Class 7 contains 291 members 
Mstep: Class 8 contains 143979 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 39684 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 21345 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 24218 members 
Mstep: Class 15 contains 220108 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 19 contains 16842 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 19 clusters Score -8.447712e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 167195 members 
Mstep: Class 4 contains 17122 members 
Mstep: Class 5 contains 58351 members 
Mstep: Class 6 contains 12773 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 143566 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 39596 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 24137 members 
Mstep: Class 15 contains 222062 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 4343 members 
Mstep: Class 19 contains 16597 members 
Entering Unmasked Estep 
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Iteration 280F: 19 clusters Score -8.447737e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 11948 members 
Mstep: Class 3 contains 167194 members 
Mstep: Class 4 contains 17089 members 
Mstep: Class 5 contains 58329 members 
Mstep: Class 6 contains 12762 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 143163 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 24073 members 
Mstep: Class 15 contains 223888 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 19 contains 16352 members 
Entering Unmasked Estep 
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Iteration 281Q: 19 clusters Score -8.447794e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 167247 members 
Mstep: Class 4 contains 17061 members 
Mstep: Class 5 contains 58295 members 
Mstep: Class 6 contains 12754 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 142738 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 39438 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 24048 members 
Mstep: Class 15 contains 225635 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 19 contains 16108 members 
Entering Unmasked Estep 
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Iteration 282Q: 19 clusters Score -8.447846e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 167407 members 
Mstep: Class 4 contains 17027 members 
Mstep: Class 5 contains 58277 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 142340 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 39385 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 21645 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24019 members 
Mstep: Class 15 contains 227215 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 19 contains 15891 members 
Entering Unmasked Estep 
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Iteration 283Q: 19 clusters Score -8.447856e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 167534 members 
Mstep: Class 4 contains 16994 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 12758 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 141906 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 39359 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 21707 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 23985 members 
Mstep: Class 15 contains 228805 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 19 contains 15665 members 
Entering Unmasked Estep 
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Iteration 284Q: 19 clusters Score -8.447907e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 167686 members 
Mstep: Class 4 contains 16964 members 
Mstep: Class 5 contains 58214 members 
Mstep: Class 6 contains 12756 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 141561 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 39349 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 21761 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 23960 members 
Mstep: Class 15 contains 230283 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 4374 members 
Mstep: Class 19 contains 15485 members 
Entering Unmasked Estep 
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Iteration 285Q: 19 clusters Score -8.447933e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 167878 members 
Mstep: Class 4 contains 16939 members 
Mstep: Class 5 contains 58182 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 141267 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 39326 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 21814 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 23943 members 
Mstep: Class 15 contains 231665 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 19 contains 15305 members 
Entering Unmasked Estep 
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Iteration 286Q: 19 clusters Score -8.447967e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 168055 members 
Mstep: Class 4 contains 16922 members 
Mstep: Class 5 contains 58153 members 
Mstep: Class 6 contains 12744 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 140900 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 39291 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 21864 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 23925 members 
Mstep: Class 15 contains 233075 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 19 contains 15133 members 
Entering Unmasked Estep 
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Iteration 287Q: 19 clusters Score -8.447975e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 168238 members 
Mstep: Class 4 contains 16910 members 
Mstep: Class 5 contains 58121 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 140525 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 39258 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 21942 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 23923 members 
Mstep: Class 15 contains 234459 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 19 contains 14966 members 
Entering Unmasked Estep 
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Iteration 288Q: 19 clusters Score -8.447984e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 168391 members 
Mstep: Class 4 contains 16895 members 
Mstep: Class 5 contains 58086 members 
Mstep: Class 6 contains 12739 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 140124 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 39211 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 22020 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 23917 members 
Mstep: Class 15 contains 235843 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 4370 members 
Mstep: Class 19 contains 14822 members 
Entering Unmasked Estep 
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Iteration 289Q: 19 clusters Score -8.448004e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 168529 members 
Mstep: Class 4 contains 16879 members 
Mstep: Class 5 contains 58059 members 
Mstep: Class 6 contains 12736 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 139708 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 39178 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 22108 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 23911 members 
Mstep: Class 15 contains 237234 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 4374 members 
Mstep: Class 19 contains 14676 members 
Entering Unmasked Estep 
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Iteration 290Q: 19 clusters Score -8.448035e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 168694 members 
Mstep: Class 4 contains 16860 members 
Mstep: Class 5 contains 58049 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 139300 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 39150 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 22214 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 23894 members 
Mstep: Class 15 contains 238584 members 
Mstep: Class 16 contains 4051 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 19 contains 14562 members 
Entering Unmasked Estep 
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Iteration 291Q: 19 clusters Score -8.448047e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 168915 members 
Mstep: Class 4 contains 16843 members 
Mstep: Class 5 contains 58034 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 138856 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 39134 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 22326 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 23876 members 
Mstep: Class 15 contains 239965 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 19 contains 14457 members 
Entering Unmasked Estep 
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Iteration 292Q: 19 clusters Score -8.448074e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 169208 members 
Mstep: Class 4 contains 16830 members 
Mstep: Class 5 contains 58030 members 
Mstep: Class 6 contains 12717 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 138361 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 39115 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 22426 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 23860 members 
Mstep: Class 15 contains 241354 members 
Mstep: Class 16 contains 4258 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 19 contains 14364 members 
Entering Unmasked Estep 
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Iteration 293Q: 19 clusters Score -8.448098e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 169431 members 
Mstep: Class 4 contains 16814 members 
Mstep: Class 5 contains 58011 members 
Mstep: Class 6 contains 12712 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 137882 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 39106 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 22510 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 23861 members 
Mstep: Class 15 contains 242791 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 19 contains 14284 members 
Entering Unmasked Estep 
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Iteration 294Q: 19 clusters Score -8.44816e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 169611 members 
Mstep: Class 4 contains 16802 members 
Mstep: Class 5 contains 57991 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 137387 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 39085 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 22605 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 244331 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 19 contains 14189 members 
Entering Unmasked Estep 
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Iteration 295Q: 19 clusters Score -8.448242e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 11509 members 
Mstep: Class 3 contains 169786 members 
Mstep: Class 4 contains 16778 members 
Mstep: Class 5 contains 57978 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 136938 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 39094 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 23854 members 
Mstep: Class 15 contains 245911 members 
Mstep: Class 16 contains 4550 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 19 contains 14082 members 
Entering Unmasked Estep 
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Iteration 296Q: 19 clusters Score -8.448268e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 11472 members 
Mstep: Class 3 contains 169884 members 
Mstep: Class 4 contains 16755 members 
Mstep: Class 5 contains 57973 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 136501 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 39073 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 22760 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 23843 members 
Mstep: Class 15 contains 247583 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 19 contains 13978 members 
Entering Unmasked Estep 
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Iteration 297Q: 19 clusters Score -8.448319e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 169814 members 
Mstep: Class 4 contains 16729 members 
Mstep: Class 5 contains 57967 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 135989 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 39040 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 23844 members 
Mstep: Class 15 contains 249449 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 19 contains 13893 members 
Entering Unmasked Estep 
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Iteration 298Q: 19 clusters Score -8.448339e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 169741 members 
Mstep: Class 4 contains 16698 members 
Mstep: Class 5 contains 57952 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 135406 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 38996 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 22910 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 251388 members 
Mstep: Class 16 contains 4844 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 19 contains 13807 members 
Entering Unmasked Estep 
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Iteration 299Q: 19 clusters Score -8.448383e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 169586 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 57954 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 134770 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 38949 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 22982 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 253430 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 17 contains 4367 members 
Mstep: Class 19 contains 13713 members 
Entering Unmasked Estep 
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Iteration 300F: 19 clusters Score -8.448413e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 169370 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 57956 members 
Mstep: Class 6 contains 12722 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 134089 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 38890 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 23036 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 23852 members 
Mstep: Class 15 contains 255603 members 
Mstep: Class 16 contains 5026 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 19 contains 13600 members 
Entering Unmasked Estep 
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Iteration 301Q: 19 clusters Score -8.448434e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 11272 members 
Mstep: Class 3 contains 169144 members 
Mstep: Class 4 contains 16603 members 
Mstep: Class 5 contains 57949 members 
Mstep: Class 6 contains 12725 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 133404 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 38862 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 23084 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 23866 members 
Mstep: Class 15 contains 257702 members 
Mstep: Class 16 contains 5130 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 19 contains 13510 members 
Entering Unmasked Estep 
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Iteration 302Q: 19 clusters Score -8.448459e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 169037 members 
Mstep: Class 4 contains 16574 members 
Mstep: Class 5 contains 57955 members 
Mstep: Class 6 contains 12738 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 132683 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 38829 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 23126 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 259754 members 
Mstep: Class 16 contains 5217 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 19 contains 13426 members 
Entering Unmasked Estep 
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Iteration 303Q: 19 clusters Score -8.44849e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 169021 members 
Mstep: Class 4 contains 16552 members 
Mstep: Class 5 contains 57965 members 
Mstep: Class 6 contains 12739 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 131913 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 38776 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 23163 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 23882 members 
Mstep: Class 15 contains 261766 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 19 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485352.000000 Penalty: 39790.128906
Iteration 304Q: 19 clusters Score -8.448535e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 168970 members 
Mstep: Class 4 contains 16520 members 
Mstep: Class 5 contains 57966 members 
Mstep: Class 6 contains 12742 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 131168 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 38736 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 23903 members 
Mstep: Class 15 contains 263777 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 19 contains 13194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485808.000000 Penalty: 39790.128906
Iteration 305Q: 19 clusters Score -8.448581e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 168896 members 
Mstep: Class 4 contains 16497 members 
Mstep: Class 5 contains 57957 members 
Mstep: Class 6 contains 12734 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 130326 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 38707 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 23300 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 23920 members 
Mstep: Class 15 contains 265872 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 19 contains 13075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485840.000000 Penalty: 39790.128906
Iteration 306Q: 19 clusters Score -8.448584e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 11103 members 
Mstep: Class 3 contains 168880 members 
Mstep: Class 4 contains 16491 members 
Mstep: Class 5 contains 57942 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 129469 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 23380 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 23928 members 
Mstep: Class 15 contains 267897 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 19 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486456.000000 Penalty: 39790.128906
Iteration 307Q: 19 clusters Score -8.448646e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 11064 members 
Mstep: Class 3 contains 168771 members 
Mstep: Class 4 contains 16489 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 128535 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 38583 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 23420 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 23944 members 
Mstep: Class 15 contains 270116 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 19 contains 12896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84487728.000000 Penalty: 39790.128906
Iteration 308Q: 19 clusters Score -8.448773e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 11029 members 
Mstep: Class 3 contains 168385 members 
Mstep: Class 4 contains 16481 members 
Mstep: Class 5 contains 57915 members 
Mstep: Class 6 contains 12730 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 127395 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 38471 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 23993 members 
Mstep: Class 15 contains 272935 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 19 contains 12772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84489648.000000 Penalty: 39790.128906
Iteration 309Q: 19 clusters Score -8.448965e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 167553 members 
Mstep: Class 4 contains 16471 members 
Mstep: Class 5 contains 57837 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 125889 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 38305 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 23451 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 24022 members 
Mstep: Class 15 contains 276764 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 19 contains 12543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84491472.000000 Penalty: 39790.128906
Iteration 310Q: 19 clusters Score -8.449147e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 10955 members 
Mstep: Class 3 contains 166443 members 
Mstep: Class 4 contains 16480 members 
Mstep: Class 5 contains 57720 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 124052 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 38098 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 23437 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 24020 members 
Mstep: Class 15 contains 281425 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 19 contains 12178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84491632.000000 Penalty: 39790.128906
Iteration 311Q: 19 clusters Score -8.449163e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 165347 members 
Mstep: Class 4 contains 16484 members 
Mstep: Class 5 contains 57597 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 122153 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 37886 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 23409 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 24025 members 
Mstep: Class 15 contains 286324 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 19 contains 11686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84489872.000000 Penalty: 39790.128906
Iteration 312Q: 19 clusters Score -8.448987e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 10936 members 
Mstep: Class 3 contains 165487 members 
Mstep: Class 4 contains 16489 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 120428 members 
Mstep: Class 9 contains 5510 members 
Mstep: Class 10 contains 37800 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 23403 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 24050 members 
Mstep: Class 15 contains 289459 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 19 contains 11224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84487296.000000 Penalty: 39790.128906
Iteration 313Q: 19 clusters Score -8.44873e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 166325 members 
Mstep: Class 4 contains 16494 members 
Mstep: Class 5 contains 57493 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 118815 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 37795 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 23461 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 24068 members 
Mstep: Class 15 contains 291445 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 19 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485096.000000 Penalty: 39790.128906
Iteration 314Q: 19 clusters Score -8.44851e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 10913 members 
Mstep: Class 3 contains 167581 members 
Mstep: Class 4 contains 16491 members 
Mstep: Class 5 contains 57454 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 117377 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 37940 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 23587 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 24087 members 
Mstep: Class 15 contains 292430 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 19 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482784.000000 Penalty: 39790.128906
Iteration 315Q: 19 clusters Score -8.448278e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 10908 members 
Mstep: Class 3 contains 168826 members 
Mstep: Class 4 contains 16488 members 
Mstep: Class 5 contains 57465 members 
Mstep: Class 6 contains 12711 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 116235 members 
Mstep: Class 9 contains 5512 members 
Mstep: Class 10 contains 38110 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 24119 members 
Mstep: Class 15 contains 292832 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 19 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 39790.128906
Iteration 316Q: 19 clusters Score -8.448126e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 10901 members 
Mstep: Class 3 contains 170088 members 
Mstep: Class 4 contains 16495 members 
Mstep: Class 5 contains 57453 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 115195 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 23964 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 24176 members 
Mstep: Class 15 contains 292836 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 19 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480280.000000 Penalty: 39790.128906
Iteration 317Q: 19 clusters Score -8.448028e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 10897 members 
Mstep: Class 3 contains 171320 members 
Mstep: Class 4 contains 16493 members 
Mstep: Class 5 contains 57440 members 
Mstep: Class 6 contains 12725 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 114333 members 
Mstep: Class 9 contains 5518 members 
Mstep: Class 10 contains 38617 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 24212 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 24225 members 
Mstep: Class 15 contains 292536 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 19 contains 10137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480024.000000 Penalty: 39790.128906
Iteration 318Q: 19 clusters Score -8.448002e+07 nChanged 6083
Entering ConstructFrom: 
Score: -84480024.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -1471675.625000 Penalty: 1547.528320
	Iteration 0F: 2 clusters Score -1471676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1462034.000000 Penalty: 3095.056641
	Iteration 0F: 3 clusters Score -1462034 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1465263.000000 Penalty: 3095.056641
	Iteration 1F: 3 clusters Score -1465263 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1465472.375000 Penalty: 3095.056641
	Iteration 2Q: 3 clusters Score -1465472 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1465664.125000 Penalty: 3095.056641
	Iteration 3Q: 3 clusters Score -1465664 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1465841.750000 Penalty: 3095.056641
	Iteration 4Q: 3 clusters Score -1465842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1465993.125000 Penalty: 3095.056641
	Iteration 5Q: 3 clusters Score -1465993 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1466106.625000 Penalty: 3095.056641
	Iteration 6Q: 3 clusters Score -1466107 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1466218.625000 Penalty: 3095.056641
	Iteration 7Q: 3 clusters Score -1466219 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1466333.000000 Penalty: 3095.056641
	Iteration 8Q: 3 clusters Score -1466333 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1466470.375000 Penalty: 3095.056641
	Iteration 9Q: 3 clusters Score -1466470 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1466641.375000 Penalty: 3095.056641
	Iteration 10Q: 3 clusters Score -1466641 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1466869.500000 Penalty: 3095.056641
	Iteration 11Q: 3 clusters Score -1466870 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1467141.250000 Penalty: 3095.056641
	Iteration 12Q: 3 clusters Score -1467141 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1467516.750000 Penalty: 3095.056641
	Iteration 13Q: 3 clusters Score -1467517 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1467954.875000 Penalty: 3095.056641
	Iteration 14Q: 3 clusters Score -1467955 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1468362.750000 Penalty: 3095.056641
	Iteration 15Q: 3 clusters Score -1468363 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1468745.000000 Penalty: 3095.056641
	Iteration 16Q: 3 clusters Score -1468745 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1469022.750000 Penalty: 3095.056641
	Iteration 17Q: 3 clusters Score -1469023 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1469222.875000 Penalty: 3095.056641
	Iteration 18Q: 3 clusters Score -1469223 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1469353.625000 Penalty: 3095.056641
	Iteration 19Q: 3 clusters Score -1469354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1469436.250000 Penalty: 3095.056641
	Iteration 20F: 3 clusters Score -1469436 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1469506.500000 Penalty: 3095.056641
	Iteration 21Q: 3 clusters Score -1469506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1469555.125000 Penalty: 3095.056641
	Iteration 22Q: 3 clusters Score -1469555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1469601.875000 Penalty: 3095.056641
	Iteration 23Q: 3 clusters Score -1469602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1469642.750000 Penalty: 3095.056641
	Iteration 24Q: 3 clusters Score -1469643 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1469694.875000 Penalty: 3095.056641
	Iteration 25Q: 3 clusters Score -1469695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1469746.500000 Penalty: 3095.056641
	Iteration 26Q: 3 clusters Score -1469746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1469790.750000 Penalty: 3095.056641
	Iteration 27Q: 3 clusters Score -1469791 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1469835.875000 Penalty: 3095.056641
	Iteration 28Q: 3 clusters Score -1469836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1469873.750000 Penalty: 3095.056641
	Iteration 29Q: 3 clusters Score -1469874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1469908.125000 Penalty: 3095.056641
	Iteration 30Q: 3 clusters Score -1469908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1469939.125000 Penalty: 3095.056641
	Iteration 31Q: 3 clusters Score -1469939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1469964.750000 Penalty: 3095.056641
	Iteration 32Q: 3 clusters Score -1469965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1469990.625000 Penalty: 3095.056641
	Iteration 33Q: 3 clusters Score -1469991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1470014.750000 Penalty: 3095.056641
	Iteration 34Q: 3 clusters Score -1470015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1470031.750000 Penalty: 3095.056641
	Iteration 35Q: 3 clusters Score -1470032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1470050.250000 Penalty: 3095.056641
	Iteration 36Q: 3 clusters Score -1470050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1470069.250000 Penalty: 3095.056641
	Iteration 37Q: 3 clusters Score -1470069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1470087.625000 Penalty: 3095.056641
	Iteration 38Q: 3 clusters Score -1470088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1470125.125000 Penalty: 3095.056641
	Iteration 39Q: 3 clusters Score -1470125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1470157.500000 Penalty: 3095.056641
	Iteration 40F: 3 clusters Score -1470158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1470180.375000 Penalty: 3095.056641
	Iteration 41Q: 3 clusters Score -1470180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1470197.250000 Penalty: 3095.056641
	Iteration 42Q: 3 clusters Score -1470197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1470212.000000 Penalty: 3095.056641
	Iteration 43Q: 3 clusters Score -1470212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1470220.625000 Penalty: 3095.056641
	Iteration 44Q: 3 clusters Score -1470221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1470225.375000 Penalty: 3095.056641
	Iteration 45Q: 3 clusters Score -1470225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1470235.500000 Penalty: 3095.056641
	Iteration 46Q: 3 clusters Score -1470236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1470239.000000 Penalty: 3095.056641
	Iteration 47Q: 3 clusters Score -1470239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1470245.000000 Penalty: 3095.056641
	Iteration 48Q: 3 clusters Score -1470245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1470249.000000 Penalty: 3095.056641
	Iteration 49Q: 3 clusters Score -1470249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1470256.625000 Penalty: 3095.056641
	Iteration 50Q: 3 clusters Score -1470257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1470261.625000 Penalty: 3095.056641
	Iteration 51Q: 3 clusters Score -1470262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1470264.500000 Penalty: 3095.056641
	Iteration 52Q: 3 clusters Score -1470264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1470269.875000 Penalty: 3095.056641
	Iteration 53Q: 3 clusters Score -1470270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1470275.500000 Penalty: 3095.056641
	Iteration 54Q: 3 clusters Score -1470276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1470279.875000 Penalty: 3095.056641
	Iteration 55Q: 3 clusters Score -1470280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1470283.625000 Penalty: 3095.056641
	Iteration 56Q: 3 clusters Score -1470284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1470286.375000 Penalty: 3095.056641
	Iteration 57Q: 3 clusters Score -1470286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1470288.000000 Penalty: 3095.056641
	Iteration 58Q: 3 clusters Score -1470288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1470292.250000 Penalty: 3095.056641
	Iteration 59Q: 3 clusters Score -1470292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1470295.500000 Penalty: 3095.056641
	Iteration 60F: 3 clusters Score -1470296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1470295.500000 Penalty: 3095.056641
	Iteration 61Q: 3 clusters Score -1470296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1470296.500000 Penalty: 3095.056641
	Iteration 62Q: 3 clusters Score -1470296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1470297.375000 Penalty: 3095.056641
	Iteration 63Q: 3 clusters Score -1470297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1470297.875000 Penalty: 3095.056641
	Iteration 64Q: 3 clusters Score -1470298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1470297.875000 Penalty: 3095.056641
	Iteration 65F: 3 clusters Score -1470298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Entering Unmasked Estep 
Score: -1136501.250000 Penalty: 1510.624512
	Iteration 0F: 2 clusters Score -1136501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1128737.250000 Penalty: 3021.249023
	Iteration 0F: 3 clusters Score -1128737 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1131316.625000 Penalty: 3021.249023
	Iteration 1F: 3 clusters Score -1131317 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1131641.875000 Penalty: 3021.249023
	Iteration 2F: 3 clusters Score -1131642 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1131947.000000 Penalty: 3021.249023
	Iteration 3F: 3 clusters Score -1131947 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1132252.500000 Penalty: 3021.249023
	Iteration 4F: 3 clusters Score -1132252 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1132530.500000 Penalty: 3021.249023
	Iteration 5Q: 3 clusters Score -1132530 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1132779.125000 Penalty: 3021.249023
	Iteration 6Q: 3 clusters Score -1132779 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1133036.125000 Penalty: 3021.249023
	Iteration 7Q: 3 clusters Score -1133036 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1133287.625000 Penalty: 3021.249023
	Iteration 8Q: 3 clusters Score -1133288 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1133528.875000 Penalty: 3021.249023
	Iteration 9Q: 3 clusters Score -1133529 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1133757.625000 Penalty: 3021.249023
	Iteration 10Q: 3 clusters Score -1133758 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1134002.250000 Penalty: 3021.249023
	Iteration 11Q: 3 clusters Score -1134002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1134245.375000 Penalty: 3021.249023
	Iteration 12Q: 3 clusters Score -1134245 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1134454.625000 Penalty: 3021.249023
	Iteration 13Q: 3 clusters Score -1134455 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1134652.375000 Penalty: 3021.249023
	Iteration 14Q: 3 clusters Score -1134652 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1134783.625000 Penalty: 3021.249023
	Iteration 15Q: 3 clusters Score -1134784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1134910.500000 Penalty: 3021.249023
	Iteration 16Q: 3 clusters Score -1134910 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1134996.000000 Penalty: 3021.249023
	Iteration 17Q: 3 clusters Score -1134996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1135053.500000 Penalty: 3021.249023
	Iteration 18Q: 3 clusters Score -1135054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1135091.625000 Penalty: 3021.249023
	Iteration 19Q: 3 clusters Score -1135092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1135113.750000 Penalty: 3021.249023
	Iteration 20F: 3 clusters Score -1135114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1135127.125000 Penalty: 3021.249023
	Iteration 21Q: 3 clusters Score -1135127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1135140.375000 Penalty: 3021.249023
	Iteration 22Q: 3 clusters Score -1135140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1135149.125000 Penalty: 3021.249023
	Iteration 23Q: 3 clusters Score -1135149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1135163.500000 Penalty: 3021.249023
	Iteration 24Q: 3 clusters Score -1135164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1135177.125000 Penalty: 3021.249023
	Iteration 25Q: 3 clusters Score -1135177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1135191.625000 Penalty: 3021.249023
	Iteration 26Q: 3 clusters Score -1135192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1135205.375000 Penalty: 3021.249023
	Iteration 27Q: 3 clusters Score -1135205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1135212.875000 Penalty: 3021.249023
	Iteration 28Q: 3 clusters Score -1135213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1135220.250000 Penalty: 3021.249023
	Iteration 29Q: 3 clusters Score -1135220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1135227.375000 Penalty: 3021.249023
	Iteration 30Q: 3 clusters Score -1135227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1135233.625000 Penalty: 3021.249023
	Iteration 31Q: 3 clusters Score -1135234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1135238.750000 Penalty: 3021.249023
	Iteration 32Q: 3 clusters Score -1135239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1135244.875000 Penalty: 3021.249023
	Iteration 33Q: 3 clusters Score -1135245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1135248.250000 Penalty: 3021.249023
	Iteration 34Q: 3 clusters Score -1135248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1135252.125000 Penalty: 3021.249023
	Iteration 35Q: 3 clusters Score -1135252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1135255.125000 Penalty: 3021.249023
	Iteration 36Q: 3 clusters Score -1135255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1135258.250000 Penalty: 3021.249023
	Iteration 37Q: 3 clusters Score -1135258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1135261.000000 Penalty: 3021.249023
	Iteration 38Q: 3 clusters Score -1135261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1135266.625000 Penalty: 3021.249023
	Iteration 39Q: 3 clusters Score -1135267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1135270.375000 Penalty: 3021.249023
	Iteration 40F: 3 clusters Score -1135270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1135274.750000 Penalty: 3021.249023
	Iteration 41Q: 3 clusters Score -1135275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1135277.250000 Penalty: 3021.249023
	Iteration 42Q: 3 clusters Score -1135277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1135280.625000 Penalty: 3021.249023
	Iteration 43Q: 3 clusters Score -1135281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1135285.250000 Penalty: 3021.249023
	Iteration 44Q: 3 clusters Score -1135285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1135286.750000 Penalty: 3021.249023
	Iteration 45Q: 3 clusters Score -1135287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1135288.500000 Penalty: 3021.249023
	Iteration 46Q: 3 clusters Score -1135288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1135288.500000 Penalty: 3021.249023
	Iteration 47F: 3 clusters Score -1135288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (172590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Entering Unmasked Estep 
Score: -18469934.000000 Penalty: 1959.534546
	Iteration 0F: 2 clusters Score -1.846993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -18361128.000000 Penalty: 3919.069092
	Iteration 0F: 3 clusters Score -1.836113e+07 nChanged 83413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -18410868.000000 Penalty: 3919.069092
	Iteration 1F: 3 clusters Score -1.841087e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -18412014.000000 Penalty: 3919.069092
	Iteration 2Q: 3 clusters Score -1.841201e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -18413722.000000 Penalty: 3919.069092
	Iteration 3Q: 3 clusters Score -1.841372e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -18416402.000000 Penalty: 3919.069092
	Iteration 4Q: 3 clusters Score -1.84164e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -18420882.000000 Penalty: 3919.069092
	Iteration 5Q: 3 clusters Score -1.842088e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -18428130.000000 Penalty: 3919.069092
	Iteration 6F: 3 clusters Score -1.842813e+07 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 115500 members 
Entering Unmasked Estep 
Score: -18438058.000000 Penalty: 3919.069092
	Iteration 7F: 3 clusters Score -1.843806e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -18448684.000000 Penalty: 3919.069092
	Iteration 8F: 3 clusters Score -1.844868e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -18455886.000000 Penalty: 3919.069092
	Iteration 9F: 3 clusters Score -1.845589e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 131058 members 
Entering Unmasked Estep 
Score: -18459758.000000 Penalty: 3919.069092
	Iteration 10Q: 3 clusters Score -1.845976e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -18461920.000000 Penalty: 3919.069092
	Iteration 11Q: 3 clusters Score -1.846192e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -18463910.000000 Penalty: 3919.069092
	Iteration 12Q: 3 clusters Score -1.846391e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 140230 members 
Entering Unmasked Estep 
Score: -18465584.000000 Penalty: 3919.069092
	Iteration 13Q: 3 clusters Score -1.846558e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 143131 members 
Entering Unmasked Estep 
Score: -18467106.000000 Penalty: 3919.069092
	Iteration 14Q: 3 clusters Score -1.846711e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 145828 members 
Entering Unmasked Estep 
Score: -18468150.000000 Penalty: 3919.069092
	Iteration 15Q: 3 clusters Score -1.846815e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 148532 members 
Entering Unmasked Estep 
Score: -18469108.000000 Penalty: 3919.069092
	Iteration 16Q: 3 clusters Score -1.846911e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -18469834.000000 Penalty: 3919.069092
	Iteration 17Q: 3 clusters Score -1.846983e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -18470308.000000 Penalty: 3919.069092
	Iteration 18Q: 3 clusters Score -1.847031e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -18470622.000000 Penalty: 3919.069092
	Iteration 19Q: 3 clusters Score -1.847062e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -18470592.000000 Penalty: 3919.069092
	Iteration 20F: 3 clusters Score -1.847059e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -18470480.000000 Penalty: 3919.069092
	Iteration 21Q: 3 clusters Score -1.847048e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -18470276.000000 Penalty: 3919.069092
	Iteration 22Q: 3 clusters Score -1.847028e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -18469960.000000 Penalty: 3919.069092
	Iteration 23Q: 3 clusters Score -1.846996e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -18469638.000000 Penalty: 3919.069092
	Iteration 24Q: 3 clusters Score -1.846964e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -18469444.000000 Penalty: 3919.069092
	Iteration 25Q: 3 clusters Score -1.846944e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -18469216.000000 Penalty: 3919.069092
	Iteration 26Q: 3 clusters Score -1.846922e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 168885 members 
Entering Unmasked Estep 
Score: -18469094.000000 Penalty: 3919.069092
	Iteration 27Q: 3 clusters Score -1.846909e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -18469036.000000 Penalty: 3919.069092
	Iteration 28Q: 3 clusters Score -1.846904e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -18468928.000000 Penalty: 3919.069092
	Iteration 29Q: 3 clusters Score -1.846893e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 170472 members 
Entering Unmasked Estep 
Score: -18468940.000000 Penalty: 3919.069092
	Iteration 30Q: 3 clusters Score -1.846894e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 170773 members 
Entering Unmasked Estep 
Score: -18468902.000000 Penalty: 3919.069092
	Iteration 31Q: 3 clusters Score -1.84689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -18468894.000000 Penalty: 3919.069092
	Iteration 32Q: 3 clusters Score -1.846889e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -18468886.000000 Penalty: 3919.069092
	Iteration 33Q: 3 clusters Score -1.846889e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -18468872.000000 Penalty: 3919.069092
	Iteration 34Q: 3 clusters Score -1.846887e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -18468852.000000 Penalty: 3919.069092
	Iteration 35Q: 3 clusters Score -1.846885e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -18468806.000000 Penalty: 3919.069092
	Iteration 36Q: 3 clusters Score -1.846881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -18468780.000000 Penalty: 3919.069092
	Iteration 37Q: 3 clusters Score -1.846878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -18468766.000000 Penalty: 3919.069092
	Iteration 38Q: 3 clusters Score -1.846877e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -18468760.000000 Penalty: 3919.069092
	Iteration 39Q: 3 clusters Score -1.846876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -18468754.000000 Penalty: 3919.069092
	Iteration 40F: 3 clusters Score -1.846875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 171751 members 
Entering Unmasked Estep 
Score: -18468732.000000 Penalty: 3919.069092
	Iteration 41Q: 3 clusters Score -1.846873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -18468738.000000 Penalty: 3919.069092
	Iteration 42Q: 3 clusters Score -1.846874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -18468726.000000 Penalty: 3919.069092
	Iteration 43Q: 3 clusters Score -1.846873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -18468722.000000 Penalty: 3919.069092
	Iteration 44Q: 3 clusters Score -1.846872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -18468712.000000 Penalty: 3919.069092
	Iteration 45Q: 3 clusters Score -1.846871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 171884 members 
Entering Unmasked Estep 
Score: -18468692.000000 Penalty: 3919.069092
	Iteration 46Q: 3 clusters Score -1.846869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -18468708.000000 Penalty: 3919.069092
	Iteration 47Q: 3 clusters Score -1.846871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -18468702.000000 Penalty: 3919.069092
	Iteration 48Q: 3 clusters Score -1.84687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -18468686.000000 Penalty: 3919.069092
	Iteration 49Q: 3 clusters Score -1.846869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 171953 members 
Entering Unmasked Estep 
Score: -18468660.000000 Penalty: 3919.069092
	Iteration 50Q: 3 clusters Score -1.846866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171972 members 
Entering Unmasked Estep 
Score: -18468652.000000 Penalty: 3919.069092
	Iteration 51Q: 3 clusters Score -1.846865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 171986 members 
Entering Unmasked Estep 
Score: -18468656.000000 Penalty: 3919.069092
	Iteration 52Q: 3 clusters Score -1.846866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -18468662.000000 Penalty: 3919.069092
	Iteration 53Q: 3 clusters Score -1.846866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 172014 members 
Entering Unmasked Estep 
Score: -18468668.000000 Penalty: 3919.069092
	Iteration 54Q: 3 clusters Score -1.846867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -18468650.000000 Penalty: 3919.069092
	Iteration 55Q: 3 clusters Score -1.846865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 172035 members 
Entering Unmasked Estep 
Score: -18468664.000000 Penalty: 3919.069092
	Iteration 56Q: 3 clusters Score -1.846866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -18468654.000000 Penalty: 3919.069092
	Iteration 57Q: 3 clusters Score -1.846865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -18468648.000000 Penalty: 3919.069092
	Iteration 58Q: 3 clusters Score -1.846865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -18468640.000000 Penalty: 3919.069092
	Iteration 59Q: 3 clusters Score -1.846864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -18468634.000000 Penalty: 3919.069092
	Iteration 60F: 3 clusters Score -1.846863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -18468638.000000 Penalty: 3919.069092
	Iteration 61Q: 3 clusters Score -1.846864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -18468630.000000 Penalty: 3919.069092
	Iteration 62Q: 3 clusters Score -1.846863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -18468638.000000 Penalty: 3919.069092
	Iteration 63Q: 3 clusters Score -1.846864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -18468626.000000 Penalty: 3919.069092
	Iteration 64Q: 3 clusters Score -1.846863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -18468626.000000 Penalty: 3919.069092
	Iteration 65Q: 3 clusters Score -1.846863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -18468620.000000 Penalty: 3919.069092
	Iteration 66Q: 3 clusters Score -1.846862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -18468620.000000 Penalty: 3919.069092
	Iteration 67F: 3 clusters Score -1.846862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Entering Unmasked Estep 
Score: -1744101.125000 Penalty: 1578.046387
	Iteration 0F: 2 clusters Score -1744101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1732777.875000 Penalty: 3156.092773
	Iteration 0F: 3 clusters Score -1732778 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1736702.875000 Penalty: 3156.092773
	Iteration 1F: 3 clusters Score -1736703 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1737071.750000 Penalty: 3156.092773
	Iteration 2F: 3 clusters Score -1737072 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1737505.500000 Penalty: 3156.092773
	Iteration 3F: 3 clusters Score -1737506 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1738080.375000 Penalty: 3156.092773
	Iteration 4F: 3 clusters Score -1738080 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1738823.875000 Penalty: 3156.092773
	Iteration 5F: 3 clusters Score -1738824 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1739781.625000 Penalty: 3156.092773
	Iteration 6F: 3 clusters Score -1739782 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1740804.250000 Penalty: 3156.092773
	Iteration 7F: 3 clusters Score -1740804 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1741687.750000 Penalty: 3156.092773
	Iteration 8F: 3 clusters Score -1741688 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1742321.875000 Penalty: 3156.092773
	Iteration 9Q: 3 clusters Score -1742322 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1742797.625000 Penalty: 3156.092773
	Iteration 10Q: 3 clusters Score -1742798 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1743139.250000 Penalty: 3156.092773
	Iteration 11Q: 3 clusters Score -1743139 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1743280.875000 Penalty: 3156.092773
	Iteration 12Q: 3 clusters Score -1743281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1743321.250000 Penalty: 3156.092773
	Iteration 13Q: 3 clusters Score -1743321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1743342.250000 Penalty: 3156.092773
	Iteration 14Q: 3 clusters Score -1743342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1743354.875000 Penalty: 3156.092773
	Iteration 15Q: 3 clusters Score -1743355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1743362.750000 Penalty: 3156.092773
	Iteration 16Q: 3 clusters Score -1743363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1743366.000000 Penalty: 3156.092773
	Iteration 17Q: 3 clusters Score -1743366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1743365.250000 Penalty: 3156.092773
	Iteration 18Q: 3 clusters Score -1743365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1743365.250000 Penalty: 3156.092773
	Iteration 19Q: 3 clusters Score -1743365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1743365.250000 Penalty: 3156.092773
	Iteration 20F: 3 clusters Score -1743365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Entering Unmasked Estep 
Score: -5999370.000000 Penalty: 1780.704590
	Iteration 0F: 2 clusters Score -5999370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5961007.500000 Penalty: 3561.409180
	Iteration 0F: 3 clusters Score -5961008 nChanged 27059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -5976684.000000 Penalty: 3561.409180
	Iteration 1F: 3 clusters Score -5976684 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5977388.000000 Penalty: 3561.409180
	Iteration 2Q: 3 clusters Score -5977388 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5978314.000000 Penalty: 3561.409180
	Iteration 3Q: 3 clusters Score -5978314 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -5979681.500000 Penalty: 3561.409180
	Iteration 4Q: 3 clusters Score -5979682 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5981690.500000 Penalty: 3561.409180
	Iteration 5F: 3 clusters Score -5981690 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5984760.500000 Penalty: 3561.409180
	Iteration 6F: 3 clusters Score -5984760 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5988234.000000 Penalty: 3561.409180
	Iteration 7F: 3 clusters Score -5988234 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -5991529.500000 Penalty: 3561.409180
	Iteration 8F: 3 clusters Score -5991530 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -5993964.000000 Penalty: 3561.409180
	Iteration 9Q: 3 clusters Score -5993964 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -5995502.000000 Penalty: 3561.409180
	Iteration 10Q: 3 clusters Score -5995502 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -5996424.500000 Penalty: 3561.409180
	Iteration 11Q: 3 clusters Score -5996424 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -5997006.000000 Penalty: 3561.409180
	Iteration 12Q: 3 clusters Score -5997006 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -5997293.500000 Penalty: 3561.409180
	Iteration 13Q: 3 clusters Score -5997294 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -5997530.000000 Penalty: 3561.409180
	Iteration 14Q: 3 clusters Score -5997530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -5997675.500000 Penalty: 3561.409180
	Iteration 15Q: 3 clusters Score -5997676 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -5997774.000000 Penalty: 3561.409180
	Iteration 16Q: 3 clusters Score -5997774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -5997849.500000 Penalty: 3561.409180
	Iteration 17Q: 3 clusters Score -5997850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -5997909.500000 Penalty: 3561.409180
	Iteration 18Q: 3 clusters Score -5997910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -5997939.000000 Penalty: 3561.409180
	Iteration 19Q: 3 clusters Score -5997939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -5997959.500000 Penalty: 3561.409180
	Iteration 20F: 3 clusters Score -5997960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -5997989.000000 Penalty: 3561.409180
	Iteration 21Q: 3 clusters Score -5997989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -5998010.500000 Penalty: 3561.409180
	Iteration 22Q: 3 clusters Score -5998010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -5998026.500000 Penalty: 3561.409180
	Iteration 23Q: 3 clusters Score -5998026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -5998032.000000 Penalty: 3561.409180
	Iteration 24Q: 3 clusters Score -5998032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -5998034.500000 Penalty: 3561.409180
	Iteration 25Q: 3 clusters Score -5998034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -5998049.500000 Penalty: 3561.409180
	Iteration 26Q: 3 clusters Score -5998050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -5998059.000000 Penalty: 3561.409180
	Iteration 27Q: 3 clusters Score -5998059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -5998065.500000 Penalty: 3561.409180
	Iteration 28Q: 3 clusters Score -5998066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -5998072.500000 Penalty: 3561.409180
	Iteration 29Q: 3 clusters Score -5998072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -5998071.000000 Penalty: 3561.409180
	Iteration 30Q: 3 clusters Score -5998071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -5998069.000000 Penalty: 3561.409180
	Iteration 31Q: 3 clusters Score -5998069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -5998070.000000 Penalty: 3561.409180
	Iteration 32Q: 3 clusters Score -5998070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -5998079.500000 Penalty: 3561.409180
	Iteration 33Q: 3 clusters Score -5998080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -5998078.500000 Penalty: 3561.409180
	Iteration 34Q: 3 clusters Score -5998078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -5998076.500000 Penalty: 3561.409180
	Iteration 35Q: 3 clusters Score -5998076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -5998068.500000 Penalty: 3561.409180
	Iteration 36Q: 3 clusters Score -5998068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -5998063.500000 Penalty: 3561.409180
	Iteration 37Q: 3 clusters Score -5998064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -5998068.000000 Penalty: 3561.409180
	Iteration 38Q: 3 clusters Score -5998068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -5998068.000000 Penalty: 3561.409180
	Iteration 39Q: 3 clusters Score -5998068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -5998070.000000 Penalty: 3561.409180
	Iteration 40F: 3 clusters Score -5998070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -5998073.000000 Penalty: 3561.409180
	Iteration 41Q: 3 clusters Score -5998073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -5998073.000000 Penalty: 3561.409180
	Iteration 42F: 3 clusters Score -5998073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -1337915.500000 Penalty: 1535.993286
	Iteration 0F: 2 clusters Score -1337916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1328950.625000 Penalty: 3071.986572
	Iteration 0F: 3 clusters Score -1328951 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1332050.125000 Penalty: 3071.986572
	Iteration 1F: 3 clusters Score -1332050 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1332394.750000 Penalty: 3071.986572
	Iteration 2F: 3 clusters Score -1332395 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1332783.500000 Penalty: 3071.986572
	Iteration 3F: 3 clusters Score -1332784 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1333244.750000 Penalty: 3071.986572
	Iteration 4F: 3 clusters Score -1333245 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1333744.875000 Penalty: 3071.986572
	Iteration 5F: 3 clusters Score -1333745 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1334223.250000 Penalty: 3071.986572
	Iteration 6F: 3 clusters Score -1334223 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1334635.750000 Penalty: 3071.986572
	Iteration 7F: 3 clusters Score -1334636 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1335028.375000 Penalty: 3071.986572
	Iteration 8Q: 3 clusters Score -1335028 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1335374.000000 Penalty: 3071.986572
	Iteration 9Q: 3 clusters Score -1335374 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1335660.250000 Penalty: 3071.986572
	Iteration 10Q: 3 clusters Score -1335660 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1335878.750000 Penalty: 3071.986572
	Iteration 11Q: 3 clusters Score -1335879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1336060.875000 Penalty: 3071.986572
	Iteration 12Q: 3 clusters Score -1336061 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1336210.500000 Penalty: 3071.986572
	Iteration 13Q: 3 clusters Score -1336210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1336323.375000 Penalty: 3071.986572
	Iteration 14Q: 3 clusters Score -1336323 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1336424.750000 Penalty: 3071.986572
	Iteration 15Q: 3 clusters Score -1336425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1336494.250000 Penalty: 3071.986572
	Iteration 16Q: 3 clusters Score -1336494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1336552.875000 Penalty: 3071.986572
	Iteration 17Q: 3 clusters Score -1336553 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1336602.625000 Penalty: 3071.986572
	Iteration 18Q: 3 clusters Score -1336603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1336636.250000 Penalty: 3071.986572
	Iteration 19Q: 3 clusters Score -1336636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1336663.125000 Penalty: 3071.986572
	Iteration 20F: 3 clusters Score -1336663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1336684.250000 Penalty: 3071.986572
	Iteration 21Q: 3 clusters Score -1336684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1336710.875000 Penalty: 3071.986572
	Iteration 22Q: 3 clusters Score -1336711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1336720.500000 Penalty: 3071.986572
	Iteration 23Q: 3 clusters Score -1336720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1336730.625000 Penalty: 3071.986572
	Iteration 24Q: 3 clusters Score -1336731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1336738.250000 Penalty: 3071.986572
	Iteration 25Q: 3 clusters Score -1336738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1336744.500000 Penalty: 3071.986572
	Iteration 26Q: 3 clusters Score -1336744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1336756.875000 Penalty: 3071.986572
	Iteration 27Q: 3 clusters Score -1336757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1336756.750000 Penalty: 3071.986572
	Iteration 28Q: 3 clusters Score -1336757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1336765.875000 Penalty: 3071.986572
	Iteration 29Q: 3 clusters Score -1336766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1336765.125000 Penalty: 3071.986572
	Iteration 30Q: 3 clusters Score -1336765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1336768.625000 Penalty: 3071.986572
	Iteration 31Q: 3 clusters Score -1336769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1336776.375000 Penalty: 3071.986572
	Iteration 32Q: 3 clusters Score -1336776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1336783.625000 Penalty: 3071.986572
	Iteration 33Q: 3 clusters Score -1336784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1336791.125000 Penalty: 3071.986572
	Iteration 34Q: 3 clusters Score -1336791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1336795.125000 Penalty: 3071.986572
	Iteration 35Q: 3 clusters Score -1336795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1336800.750000 Penalty: 3071.986572
	Iteration 36Q: 3 clusters Score -1336801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1336807.750000 Penalty: 3071.986572
	Iteration 37Q: 3 clusters Score -1336808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1336815.500000 Penalty: 3071.986572
	Iteration 38Q: 3 clusters Score -1336816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1336822.000000 Penalty: 3071.986572
	Iteration 39Q: 3 clusters Score -1336822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1336826.750000 Penalty: 3071.986572
	Iteration 40F: 3 clusters Score -1336827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1336833.500000 Penalty: 3071.986572
	Iteration 41Q: 3 clusters Score -1336834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1336835.000000 Penalty: 3071.986572
	Iteration 42Q: 3 clusters Score -1336835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1336835.875000 Penalty: 3071.986572
	Iteration 43Q: 3 clusters Score -1336836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1336836.625000 Penalty: 3071.986572
	Iteration 44Q: 3 clusters Score -1336837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1336836.000000 Penalty: 3071.986572
	Iteration 45Q: 3 clusters Score -1336836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1336838.375000 Penalty: 3071.986572
	Iteration 46Q: 3 clusters Score -1336838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1336840.000000 Penalty: 3071.986572
	Iteration 47Q: 3 clusters Score -1336840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1336839.000000 Penalty: 3071.986572
	Iteration 48Q: 3 clusters Score -1336839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1336841.250000 Penalty: 3071.986572
	Iteration 49Q: 3 clusters Score -1336841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1336846.375000 Penalty: 3071.986572
	Iteration 50Q: 3 clusters Score -1336846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1336848.375000 Penalty: 3071.986572
	Iteration 51Q: 3 clusters Score -1336848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1336851.125000 Penalty: 3071.986572
	Iteration 52Q: 3 clusters Score -1336851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1336854.875000 Penalty: 3071.986572
	Iteration 53Q: 3 clusters Score -1336855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1336857.125000 Penalty: 3071.986572
	Iteration 54Q: 3 clusters Score -1336857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1336864.250000 Penalty: 3071.986572
	Iteration 55Q: 3 clusters Score -1336864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1336865.000000 Penalty: 3071.986572
	Iteration 56Q: 3 clusters Score -1336865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1336866.250000 Penalty: 3071.986572
	Iteration 57Q: 3 clusters Score -1336866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1336867.500000 Penalty: 3071.986572
	Iteration 58Q: 3 clusters Score -1336868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1336870.875000 Penalty: 3071.986572
	Iteration 59Q: 3 clusters Score -1336871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1336872.375000 Penalty: 3071.986572
	Iteration 60F: 3 clusters Score -1336872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1336873.750000 Penalty: 3071.986572
	Iteration 61Q: 3 clusters Score -1336874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1336878.500000 Penalty: 3071.986572
	Iteration 62Q: 3 clusters Score -1336878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1336881.000000 Penalty: 3071.986572
	Iteration 63Q: 3 clusters Score -1336881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1336883.500000 Penalty: 3071.986572
	Iteration 64Q: 3 clusters Score -1336884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1336888.625000 Penalty: 3071.986572
	Iteration 65Q: 3 clusters Score -1336889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1336886.500000 Penalty: 3071.986572
	Iteration 66Q: 3 clusters Score -1336886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1336890.750000 Penalty: 3071.986572
	Iteration 67Q: 3 clusters Score -1336891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1336892.000000 Penalty: 3071.986572
	Iteration 68Q: 3 clusters Score -1336892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1336894.750000 Penalty: 3071.986572
	Iteration 69Q: 3 clusters Score -1336895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1336896.125000 Penalty: 3071.986572
	Iteration 70Q: 3 clusters Score -1336896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1336898.250000 Penalty: 3071.986572
	Iteration 71Q: 3 clusters Score -1336898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1336901.375000 Penalty: 3071.986572
	Iteration 72Q: 3 clusters Score -1336901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1336903.250000 Penalty: 3071.986572
	Iteration 73Q: 3 clusters Score -1336903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1336904.250000 Penalty: 3071.986572
	Iteration 74Q: 3 clusters Score -1336904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1336907.125000 Penalty: 3071.986572
	Iteration 75Q: 3 clusters Score -1336907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1336909.250000 Penalty: 3071.986572
	Iteration 76Q: 3 clusters Score -1336909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1336911.750000 Penalty: 3071.986572
	Iteration 77Q: 3 clusters Score -1336912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1336913.625000 Penalty: 3071.986572
	Iteration 78Q: 3 clusters Score -1336914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1336913.875000 Penalty: 3071.986572
	Iteration 79Q: 3 clusters Score -1336914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1336914.125000 Penalty: 3071.986572
	Iteration 80F: 3 clusters Score -1336914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1336913.250000 Penalty: 3071.986572
	Iteration 81Q: 3 clusters Score -1336913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1336912.875000 Penalty: 3071.986572
	Iteration 82Q: 3 clusters Score -1336913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1336915.375000 Penalty: 3071.986572
	Iteration 83Q: 3 clusters Score -1336915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1336917.000000 Penalty: 3071.986572
	Iteration 84Q: 3 clusters Score -1336917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1336916.500000 Penalty: 3071.986572
	Iteration 85Q: 3 clusters Score -1336916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1336917.750000 Penalty: 3071.986572
	Iteration 86Q: 3 clusters Score -1336918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1336918.875000 Penalty: 3071.986572
	Iteration 87Q: 3 clusters Score -1336919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1336919.125000 Penalty: 3071.986572
	Iteration 88Q: 3 clusters Score -1336919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1336918.625000 Penalty: 3071.986572
	Iteration 89Q: 3 clusters Score -1336919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1336918.625000 Penalty: 3071.986572
	Iteration 90F: 3 clusters Score -1336919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -21843.935547 Penalty: 919.098694
	Iteration 0F: 2 clusters Score -21843.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21111.888672 Penalty: 1838.197388
	Iteration 0F: 3 clusters Score -21111.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21385.761719 Penalty: 1838.197388
	Iteration 1F: 3 clusters Score -21385.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21530.675781 Penalty: 1838.197388
	Iteration 2F: 3 clusters Score -21530.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21838.740234 Penalty: 1838.197388
	Iteration 3F: 3 clusters Score -21838.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21992.029297 Penalty: 1838.197388
	Iteration 4F: 3 clusters Score -21992.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22081.968750 Penalty: 1838.197388
	Iteration 5F: 3 clusters Score -22081.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22157.722656 Penalty: 1838.197388
	Iteration 6F: 3 clusters Score -22157.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22187.714844 Penalty: 1838.197388
	Iteration 7Q: 3 clusters Score -22187.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22308.558594 Penalty: 1838.197388
	Iteration 8Q: 3 clusters Score -22308.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22450.310547 Penalty: 1838.197388
	Iteration 9Q: 3 clusters Score -22450.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22513.310547 Penalty: 1838.197388
	Iteration 10Q: 3 clusters Score -22513.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22559.689453 Penalty: 1838.197388
	Iteration 11Q: 3 clusters Score -22559.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22579.695312 Penalty: 1838.197388
	Iteration 12Q: 3 clusters Score -22579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22603.412109 Penalty: 1838.197388
	Iteration 13Q: 3 clusters Score -22603.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22608.435547 Penalty: 1838.197388
	Iteration 14F: 3 clusters Score -22608.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22631.419922 Penalty: 1838.197388
	Iteration 15Q: 3 clusters Score -22631.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22641.623047 Penalty: 1838.197388
	Iteration 16Q: 3 clusters Score -22641.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22643.988281 Penalty: 1838.197388
	Iteration 17Q: 3 clusters Score -22643.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22646.021484 Penalty: 1838.197388
	Iteration 18Q: 3 clusters Score -22646.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22648.652344 Penalty: 1838.197388
	Iteration 19F: 3 clusters Score -22648.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22672.351562 Penalty: 1838.197388
	Iteration 20F: 3 clusters Score -22672.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 172590 members 
Mstep: Class 4 contains 16499 members 
Mstep: Class 5 contains 57422 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 127 members 
Mstep: Class 8 contains 113545 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 38900 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 24437 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 24256 members 
Mstep: Class 15 contains 292151 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 159 members 
Mstep: Class 19 contains 10048 members 
Entering Unmasked Estep 
Score: -84479272.000000 Penalty: 42000.691406
Splitting cluster 7 changes total score from -84480024.000000 to -84479272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (113545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Entering Unmasked Estep 
Score: -12208593.000000 Penalty: 1891.492676
	Iteration 0F: 2 clusters Score -1.220859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -12133094.000000 Penalty: 3782.985352
	Iteration 0F: 3 clusters Score -1.213309e+07 nChanged 54169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -12165353.000000 Penalty: 3782.985352
	Iteration 1F: 3 clusters Score -1.216535e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -12166603.000000 Penalty: 3782.985352
	Iteration 2Q: 3 clusters Score -1.21666e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -12168115.000000 Penalty: 3782.985352
	Iteration 3Q: 3 clusters Score -1.216812e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -12170230.000000 Penalty: 3782.985352
	Iteration 4Q: 3 clusters Score -1.217023e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -12173128.000000 Penalty: 3782.985352
	Iteration 5Q: 3 clusters Score -1.217313e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -12176734.000000 Penalty: 3782.985352
	Iteration 6F: 3 clusters Score -1.217673e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -12181091.000000 Penalty: 3782.985352
	Iteration 7F: 3 clusters Score -1.218109e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -12185830.000000 Penalty: 3782.985352
	Iteration 8F: 3 clusters Score -1.218583e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -12190768.000000 Penalty: 3782.985352
	Iteration 9F: 3 clusters Score -1.219077e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -12195145.000000 Penalty: 3782.985352
	Iteration 10Q: 3 clusters Score -1.219514e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -12198418.000000 Penalty: 3782.985352
	Iteration 11Q: 3 clusters Score -1.219842e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -12200589.000000 Penalty: 3782.985352
	Iteration 12Q: 3 clusters Score -1.220059e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -12202159.000000 Penalty: 3782.985352
	Iteration 13Q: 3 clusters Score -1.220216e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
Score: -12203336.000000 Penalty: 3782.985352
	Iteration 14Q: 3 clusters Score -1.220334e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -12204187.000000 Penalty: 3782.985352
	Iteration 15Q: 3 clusters Score -1.220419e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -12204769.000000 Penalty: 3782.985352
	Iteration 16Q: 3 clusters Score -1.220477e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -12205232.000000 Penalty: 3782.985352
	Iteration 17Q: 3 clusters Score -1.220523e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -12205689.000000 Penalty: 3782.985352
	Iteration 18Q: 3 clusters Score -1.220569e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 111670 members 
Entering Unmasked Estep 
Score: -12206023.000000 Penalty: 3782.985352
	Iteration 19Q: 3 clusters Score -1.220602e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -12206256.000000 Penalty: 3782.985352
	Iteration 20F: 3 clusters Score -1.220626e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -12206456.000000 Penalty: 3782.985352
	Iteration 21Q: 3 clusters Score -1.220646e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -12206570.000000 Penalty: 3782.985352
	Iteration 22Q: 3 clusters Score -1.220657e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 112640 members 
Entering Unmasked Estep 
Score: -12206659.000000 Penalty: 3782.985352
	Iteration 23Q: 3 clusters Score -1.220666e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -12206704.000000 Penalty: 3782.985352
	Iteration 24Q: 3 clusters Score -1.22067e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -12206762.000000 Penalty: 3782.985352
	Iteration 25Q: 3 clusters Score -1.220676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -12206798.000000 Penalty: 3782.985352
	Iteration 26Q: 3 clusters Score -1.22068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -12206819.000000 Penalty: 3782.985352
	Iteration 27Q: 3 clusters Score -1.220682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -12206840.000000 Penalty: 3782.985352
	Iteration 28Q: 3 clusters Score -1.220684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -12206882.000000 Penalty: 3782.985352
	Iteration 29Q: 3 clusters Score -1.220688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -12206897.000000 Penalty: 3782.985352
	Iteration 30Q: 3 clusters Score -1.22069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -12206912.000000 Penalty: 3782.985352
	Iteration 31Q: 3 clusters Score -1.220691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -12206914.000000 Penalty: 3782.985352
	Iteration 32Q: 3 clusters Score -1.220691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -12206908.000000 Penalty: 3782.985352
	Iteration 33Q: 3 clusters Score -1.220691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -12206915.000000 Penalty: 3782.985352
	Iteration 34Q: 3 clusters Score -1.220692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -12206923.000000 Penalty: 3782.985352
	Iteration 35Q: 3 clusters Score -1.220692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 113075 members 
Entering Unmasked Estep 
Score: -12206935.000000 Penalty: 3782.985352
	Iteration 36Q: 3 clusters Score -1.220694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -12206939.000000 Penalty: 3782.985352
	Iteration 37Q: 3 clusters Score -1.220694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -12206945.000000 Penalty: 3782.985352
	Iteration 38Q: 3 clusters Score -1.220694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -12206949.000000 Penalty: 3782.985352
	Iteration 39Q: 3 clusters Score -1.220695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -12206948.000000 Penalty: 3782.985352
	Iteration 40F: 3 clusters Score -1.220695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -12206959.000000 Penalty: 3782.985352
	Iteration 41Q: 3 clusters Score -1.220696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -12206968.000000 Penalty: 3782.985352
	Iteration 42Q: 3 clusters Score -1.220697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -12206965.000000 Penalty: 3782.985352
	Iteration 43Q: 3 clusters Score -1.220696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 113118 members 
Entering Unmasked Estep 
Score: -12206969.000000 Penalty: 3782.985352
	Iteration 44Q: 3 clusters Score -1.220697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -12206973.000000 Penalty: 3782.985352
	Iteration 45Q: 3 clusters Score -1.220697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 113126 members 
Entering Unmasked Estep 
Score: -12206970.000000 Penalty: 3782.985352
	Iteration 46Q: 3 clusters Score -1.220697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -12206978.000000 Penalty: 3782.985352
	Iteration 47Q: 3 clusters Score -1.220698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -12206987.000000 Penalty: 3782.985352
	Iteration 48Q: 3 clusters Score -1.220699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -12206988.000000 Penalty: 3782.985352
	Iteration 49Q: 3 clusters Score -1.220699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -12206988.000000 Penalty: 3782.985352
	Iteration 50F: 3 clusters Score -1.220699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -561044.062500 Penalty: 1400.033203
	Iteration 0F: 2 clusters Score -561044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -556765.687500 Penalty: 2800.066406
	Iteration 0F: 3 clusters Score -556765.7 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -558422.125000 Penalty: 2800.066406
	Iteration 1F: 3 clusters Score -558422.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -559167.187500 Penalty: 2800.066406
	Iteration 2F: 3 clusters Score -559167.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -559736.312500 Penalty: 2800.066406
	Iteration 3F: 3 clusters Score -559736.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -560132.812500 Penalty: 2800.066406
	Iteration 4F: 3 clusters Score -560132.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -560380.812500 Penalty: 2800.066406
	Iteration 5F: 3 clusters Score -560380.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -560496.875000 Penalty: 2800.066406
	Iteration 6Q: 3 clusters Score -560496.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -560571.062500 Penalty: 2800.066406
	Iteration 7Q: 3 clusters Score -560571.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -560611.562500 Penalty: 2800.066406
	Iteration 8Q: 3 clusters Score -560611.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -560645.125000 Penalty: 2800.066406
	Iteration 9Q: 3 clusters Score -560645.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -560668.187500 Penalty: 2800.066406
	Iteration 10Q: 3 clusters Score -560668.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -560691.500000 Penalty: 2800.066406
	Iteration 11Q: 3 clusters Score -560691.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -560717.750000 Penalty: 2800.066406
	Iteration 12Q: 3 clusters Score -560717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -560737.187500 Penalty: 2800.066406
	Iteration 13Q: 3 clusters Score -560737.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -560753.500000 Penalty: 2800.066406
	Iteration 14Q: 3 clusters Score -560753.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -560766.312500 Penalty: 2800.066406
	Iteration 15Q: 3 clusters Score -560766.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -560776.500000 Penalty: 2800.066406
	Iteration 16Q: 3 clusters Score -560776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -560786.687500 Penalty: 2800.066406
	Iteration 17Q: 3 clusters Score -560786.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -560792.562500 Penalty: 2800.066406
	Iteration 18Q: 3 clusters Score -560792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -560797.062500 Penalty: 2800.066406
	Iteration 19Q: 3 clusters Score -560797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -560803.000000 Penalty: 2800.066406
	Iteration 20F: 3 clusters Score -560803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -560807.562500 Penalty: 2800.066406
	Iteration 21Q: 3 clusters Score -560807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -560812.812500 Penalty: 2800.066406
	Iteration 22Q: 3 clusters Score -560812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -560816.687500 Penalty: 2800.066406
	Iteration 23Q: 3 clusters Score -560816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -560818.750000 Penalty: 2800.066406
	Iteration 24Q: 3 clusters Score -560818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -560820.562500 Penalty: 2800.066406
	Iteration 25Q: 3 clusters Score -560820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -560823.625000 Penalty: 2800.066406
	Iteration 26Q: 3 clusters Score -560823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -560826.562500 Penalty: 2800.066406
	Iteration 27Q: 3 clusters Score -560826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -560829.812500 Penalty: 2800.066406
	Iteration 28Q: 3 clusters Score -560829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -560829.812500 Penalty: 2800.066406
	Iteration 29Q: 3 clusters Score -560829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -560831.812500 Penalty: 2800.066406
	Iteration 30Q: 3 clusters Score -560831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -560833.312500 Penalty: 2800.066406
	Iteration 31Q: 3 clusters Score -560833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -560833.375000 Penalty: 2800.066406
	Iteration 32Q: 3 clusters Score -560833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -560833.375000 Penalty: 2800.066406
	Iteration 33F: 3 clusters Score -560833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Entering Unmasked Estep 
Score: -4238340.500000 Penalty: 1717.421753
	Iteration 0F: 2 clusters Score -4238340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4212290.000000 Penalty: 3434.843506
	Iteration 0F: 3 clusters Score -4212290 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4222393.000000 Penalty: 3434.843506
	Iteration 1F: 3 clusters Score -4222393 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4223092.000000 Penalty: 3434.843506
	Iteration 2Q: 3 clusters Score -4223092 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4224043.500000 Penalty: 3434.843506
	Iteration 3F: 3 clusters Score -4224044 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4225294.000000 Penalty: 3434.843506
	Iteration 4F: 3 clusters Score -4225294 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4227142.000000 Penalty: 3434.843506
	Iteration 5F: 3 clusters Score -4227142 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4229435.000000 Penalty: 3434.843506
	Iteration 6F: 3 clusters Score -4229435 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4231497.500000 Penalty: 3434.843506
	Iteration 7F: 3 clusters Score -4231498 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4233045.000000 Penalty: 3434.843506
	Iteration 8F: 3 clusters Score -4233045 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4233847.500000 Penalty: 3434.843506
	Iteration 9Q: 3 clusters Score -4233848 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4234266.000000 Penalty: 3434.843506
	Iteration 10Q: 3 clusters Score -4234266 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4234563.000000 Penalty: 3434.843506
	Iteration 11Q: 3 clusters Score -4234563 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4234797.000000 Penalty: 3434.843506
	Iteration 12Q: 3 clusters Score -4234797 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -4235020.500000 Penalty: 3434.843506
	Iteration 13Q: 3 clusters Score -4235020 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4235189.500000 Penalty: 3434.843506
	Iteration 14Q: 3 clusters Score -4235190 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4235355.000000 Penalty: 3434.843506
	Iteration 15Q: 3 clusters Score -4235355 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4235515.500000 Penalty: 3434.843506
	Iteration 16Q: 3 clusters Score -4235516 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -4235635.000000 Penalty: 3434.843506
	Iteration 17Q: 3 clusters Score -4235635 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4235764.000000 Penalty: 3434.843506
	Iteration 18Q: 3 clusters Score -4235764 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4235902.000000 Penalty: 3434.843506
	Iteration 19Q: 3 clusters Score -4235902 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4236016.000000 Penalty: 3434.843506
	Iteration 20F: 3 clusters Score -4236016 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4236144.000000 Penalty: 3434.843506
	Iteration 21Q: 3 clusters Score -4236144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4236247.000000 Penalty: 3434.843506
	Iteration 22Q: 3 clusters Score -4236247 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4236327.000000 Penalty: 3434.843506
	Iteration 23Q: 3 clusters Score -4236327 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4236397.000000 Penalty: 3434.843506
	Iteration 24Q: 3 clusters Score -4236397 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4236447.500000 Penalty: 3434.843506
	Iteration 25Q: 3 clusters Score -4236448 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4236495.000000 Penalty: 3434.843506
	Iteration 26Q: 3 clusters Score -4236495 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4236537.500000 Penalty: 3434.843506
	Iteration 27Q: 3 clusters Score -4236538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4236604.500000 Penalty: 3434.843506
	Iteration 28Q: 3 clusters Score -4236604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4236646.500000 Penalty: 3434.843506
	Iteration 29Q: 3 clusters Score -4236646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4236703.500000 Penalty: 3434.843506
	Iteration 30Q: 3 clusters Score -4236704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4236746.000000 Penalty: 3434.843506
	Iteration 31Q: 3 clusters Score -4236746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4236792.500000 Penalty: 3434.843506
	Iteration 32Q: 3 clusters Score -4236792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4236824.500000 Penalty: 3434.843506
	Iteration 33Q: 3 clusters Score -4236824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4236841.000000 Penalty: 3434.843506
	Iteration 34Q: 3 clusters Score -4236841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4236856.000000 Penalty: 3434.843506
	Iteration 35Q: 3 clusters Score -4236856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4236876.000000 Penalty: 3434.843506
	Iteration 36Q: 3 clusters Score -4236876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4236881.500000 Penalty: 3434.843506
	Iteration 37Q: 3 clusters Score -4236882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4236888.500000 Penalty: 3434.843506
	Iteration 38Q: 3 clusters Score -4236888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4236896.000000 Penalty: 3434.843506
	Iteration 39Q: 3 clusters Score -4236896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4236903.000000 Penalty: 3434.843506
	Iteration 40F: 3 clusters Score -4236903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4236915.000000 Penalty: 3434.843506
	Iteration 41Q: 3 clusters Score -4236915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4236922.500000 Penalty: 3434.843506
	Iteration 42Q: 3 clusters Score -4236922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4236931.500000 Penalty: 3434.843506
	Iteration 43Q: 3 clusters Score -4236932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4236938.500000 Penalty: 3434.843506
	Iteration 44Q: 3 clusters Score -4236938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4236945.000000 Penalty: 3434.843506
	Iteration 45Q: 3 clusters Score -4236945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4236940.500000 Penalty: 3434.843506
	Iteration 46Q: 3 clusters Score -4236940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4236942.500000 Penalty: 3434.843506
	Iteration 47Q: 3 clusters Score -4236942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4236951.500000 Penalty: 3434.843506
	Iteration 48Q: 3 clusters Score -4236952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4236951.500000 Penalty: 3434.843506
	Iteration 49Q: 3 clusters Score -4236952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4236968.500000 Penalty: 3434.843506
	Iteration 50Q: 3 clusters Score -4236968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4236979.000000 Penalty: 3434.843506
	Iteration 51Q: 3 clusters Score -4236979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4236992.000000 Penalty: 3434.843506
	Iteration 52Q: 3 clusters Score -4236992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4236993.000000 Penalty: 3434.843506
	Iteration 53Q: 3 clusters Score -4236993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4236990.500000 Penalty: 3434.843506
	Iteration 54Q: 3 clusters Score -4236990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4236994.000000 Penalty: 3434.843506
	Iteration 55Q: 3 clusters Score -4236994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4236998.500000 Penalty: 3434.843506
	Iteration 56Q: 3 clusters Score -4236998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4236997.000000 Penalty: 3434.843506
	Iteration 57Q: 3 clusters Score -4236997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4237001.000000 Penalty: 3434.843506
	Iteration 58Q: 3 clusters Score -4237001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4237006.500000 Penalty: 3434.843506
	Iteration 59Q: 3 clusters Score -4237006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4237003.500000 Penalty: 3434.843506
	Iteration 60F: 3 clusters Score -4237004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4237007.000000 Penalty: 3434.843506
	Iteration 61Q: 3 clusters Score -4237007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4237008.500000 Penalty: 3434.843506
	Iteration 62Q: 3 clusters Score -4237008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4237008.500000 Penalty: 3434.843506
	Iteration 63Q: 3 clusters Score -4237008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4237014.500000 Penalty: 3434.843506
	Iteration 64Q: 3 clusters Score -4237014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4237010.500000 Penalty: 3434.843506
	Iteration 65Q: 3 clusters Score -4237010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4237012.500000 Penalty: 3434.843506
	Iteration 66Q: 3 clusters Score -4237012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4237012.500000 Penalty: 3434.843506
	Iteration 67F: 3 clusters Score -4237012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -249726.703125 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -249726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -247342.781250 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -247342.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -247879.687500 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -247879.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -247996.203125 Penalty: 2529.005859
	Iteration 2F: 3 clusters Score -247996.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -248072.390625 Penalty: 2529.005859
	Iteration 3F: 3 clusters Score -248072.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -248147.265625 Penalty: 2529.005859
	Iteration 4Q: 3 clusters Score -248147.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -248254.656250 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -248254.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -248339.343750 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -248339.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -248404.421875 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -248404.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -248463.234375 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -248463.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -248529.312500 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -248529.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248611.453125 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -248611.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -248680.906250 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -248680.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -248763.609375 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -248763.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248839.265625 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -248839.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -248901.437500 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -248901.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248945.421875 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -248945.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -248979.515625 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -248979.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249008.062500 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -249008.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249030.406250 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -249030.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -249049.203125 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -249049.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249058.968750 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -249059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249070.062500 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -249070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -249078.046875 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -249078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249088.562500 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -249088.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249096.046875 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -249096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249104.484375 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -249104.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -249112.125000 Penalty: 2529.005859
	Iteration 26Q: 3 clusters Score -249112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249118.921875 Penalty: 2529.005859
	Iteration 27Q: 3 clusters Score -249118.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249128.609375 Penalty: 2529.005859
	Iteration 28Q: 3 clusters Score -249128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249139.484375 Penalty: 2529.005859
	Iteration 29Q: 3 clusters Score -249139.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249150.359375 Penalty: 2529.005859
	Iteration 30Q: 3 clusters Score -249150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -249156.421875 Penalty: 2529.005859
	Iteration 31Q: 3 clusters Score -249156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -249162.218750 Penalty: 2529.005859
	Iteration 32Q: 3 clusters Score -249162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249166.312500 Penalty: 2529.005859
	Iteration 33Q: 3 clusters Score -249166.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -249171.546875 Penalty: 2529.005859
	Iteration 34Q: 3 clusters Score -249171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -249176.421875 Penalty: 2529.005859
	Iteration 35Q: 3 clusters Score -249176.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -249184.171875 Penalty: 2529.005859
	Iteration 36Q: 3 clusters Score -249184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249193.671875 Penalty: 2529.005859
	Iteration 37Q: 3 clusters Score -249193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -249201.359375 Penalty: 2529.005859
	Iteration 38Q: 3 clusters Score -249201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249205.140625 Penalty: 2529.005859
	Iteration 39Q: 3 clusters Score -249205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249208.390625 Penalty: 2529.005859
	Iteration 40F: 3 clusters Score -249208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249209.203125 Penalty: 2529.005859
	Iteration 41Q: 3 clusters Score -249209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249209.718750 Penalty: 2529.005859
	Iteration 42Q: 3 clusters Score -249209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -249210.500000 Penalty: 2529.005859
	Iteration 43Q: 3 clusters Score -249210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249211.687500 Penalty: 2529.005859
	Iteration 44Q: 3 clusters Score -249211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249212.359375 Penalty: 2529.005859
	Iteration 45Q: 3 clusters Score -249212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249212.562500 Penalty: 2529.005859
	Iteration 46Q: 3 clusters Score -249212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249214.265625 Penalty: 2529.005859
	Iteration 47Q: 3 clusters Score -249214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249215.015625 Penalty: 2529.005859
	Iteration 48Q: 3 clusters Score -249215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249215.015625 Penalty: 2529.005859
	Iteration 49F: 3 clusters Score -249215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Entering Unmasked Estep 
Score: -2661902.500000 Penalty: 1641.876099
	Iteration 0F: 2 clusters Score -2661902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2645453.750000 Penalty: 3283.752197
	Iteration 0F: 3 clusters Score -2645454 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2651519.000000 Penalty: 3283.752197
	Iteration 1F: 3 clusters Score -2651519 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2651985.750000 Penalty: 3283.752197
	Iteration 2Q: 3 clusters Score -2651986 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2652536.250000 Penalty: 3283.752197
	Iteration 3Q: 3 clusters Score -2652536 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2653175.750000 Penalty: 3283.752197
	Iteration 4Q: 3 clusters Score -2653176 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2653880.250000 Penalty: 3283.752197
	Iteration 5F: 3 clusters Score -2653880 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2654711.250000 Penalty: 3283.752197
	Iteration 6F: 3 clusters Score -2654711 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2655625.250000 Penalty: 3283.752197
	Iteration 7F: 3 clusters Score -2655625 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2656659.250000 Penalty: 3283.752197
	Iteration 8F: 3 clusters Score -2656659 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2657583.000000 Penalty: 3283.752197
	Iteration 9F: 3 clusters Score -2657583 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2658178.500000 Penalty: 3283.752197
	Iteration 10Q: 3 clusters Score -2658178 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2658409.750000 Penalty: 3283.752197
	Iteration 11Q: 3 clusters Score -2658410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2658527.000000 Penalty: 3283.752197
	Iteration 12Q: 3 clusters Score -2658527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2658576.000000 Penalty: 3283.752197
	Iteration 13Q: 3 clusters Score -2658576 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2658637.750000 Penalty: 3283.752197
	Iteration 14Q: 3 clusters Score -2658638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2658670.000000 Penalty: 3283.752197
	Iteration 15Q: 3 clusters Score -2658670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2658699.750000 Penalty: 3283.752197
	Iteration 16Q: 3 clusters Score -2658700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2658721.500000 Penalty: 3283.752197
	Iteration 17Q: 3 clusters Score -2658722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2658730.500000 Penalty: 3283.752197
	Iteration 18Q: 3 clusters Score -2658730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2658759.250000 Penalty: 3283.752197
	Iteration 19Q: 3 clusters Score -2658759 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2658764.250000 Penalty: 3283.752197
	Iteration 20F: 3 clusters Score -2658764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2658782.250000 Penalty: 3283.752197
	Iteration 21Q: 3 clusters Score -2658782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2658787.750000 Penalty: 3283.752197
	Iteration 22Q: 3 clusters Score -2658788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2658806.750000 Penalty: 3283.752197
	Iteration 23Q: 3 clusters Score -2658807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2658816.500000 Penalty: 3283.752197
	Iteration 24Q: 3 clusters Score -2658816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2658823.250000 Penalty: 3283.752197
	Iteration 25Q: 3 clusters Score -2658823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2658829.750000 Penalty: 3283.752197
	Iteration 26Q: 3 clusters Score -2658830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2658837.500000 Penalty: 3283.752197
	Iteration 27Q: 3 clusters Score -2658838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2658844.250000 Penalty: 3283.752197
	Iteration 28Q: 3 clusters Score -2658844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2658845.250000 Penalty: 3283.752197
	Iteration 29Q: 3 clusters Score -2658845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2658848.000000 Penalty: 3283.752197
	Iteration 30Q: 3 clusters Score -2658848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2658847.250000 Penalty: 3283.752197
	Iteration 31Q: 3 clusters Score -2658847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2658848.500000 Penalty: 3283.752197
	Iteration 32Q: 3 clusters Score -2658848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2658849.000000 Penalty: 3283.752197
	Iteration 33Q: 3 clusters Score -2658849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2658853.250000 Penalty: 3283.752197
	Iteration 34Q: 3 clusters Score -2658853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2658854.000000 Penalty: 3283.752197
	Iteration 35Q: 3 clusters Score -2658854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2658855.750000 Penalty: 3283.752197
	Iteration 36Q: 3 clusters Score -2658856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2658856.750000 Penalty: 3283.752197
	Iteration 37Q: 3 clusters Score -2658857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2658859.000000 Penalty: 3283.752197
	Iteration 38Q: 3 clusters Score -2658859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2658860.750000 Penalty: 3283.752197
	Iteration 39Q: 3 clusters Score -2658861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2658859.000000 Penalty: 3283.752197
	Iteration 40F: 3 clusters Score -2658859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2658859.500000 Penalty: 3283.752197
	Iteration 41Q: 3 clusters Score -2658860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2658860.750000 Penalty: 3283.752197
	Iteration 42Q: 3 clusters Score -2658861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2658870.750000 Penalty: 3283.752197
	Iteration 43Q: 3 clusters Score -2658871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2658874.750000 Penalty: 3283.752197
	Iteration 44Q: 3 clusters Score -2658875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2658872.750000 Penalty: 3283.752197
	Iteration 45Q: 3 clusters Score -2658873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2658868.250000 Penalty: 3283.752197
	Iteration 46Q: 3 clusters Score -2658868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2658873.750000 Penalty: 3283.752197
	Iteration 47Q: 3 clusters Score -2658874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2658874.000000 Penalty: 3283.752197
	Iteration 48Q: 3 clusters Score -2658874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2658872.000000 Penalty: 3283.752197
	Iteration 49Q: 3 clusters Score -2658872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2658871.750000 Penalty: 3283.752197
	Iteration 50Q: 3 clusters Score -2658872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2658877.250000 Penalty: 3283.752197
	Iteration 51Q: 3 clusters Score -2658877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2658879.500000 Penalty: 3283.752197
	Iteration 52Q: 3 clusters Score -2658880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2658879.250000 Penalty: 3283.752197
	Iteration 53Q: 3 clusters Score -2658879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2658883.500000 Penalty: 3283.752197
	Iteration 54Q: 3 clusters Score -2658884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2658884.000000 Penalty: 3283.752197
	Iteration 55Q: 3 clusters Score -2658884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2658885.750000 Penalty: 3283.752197
	Iteration 56Q: 3 clusters Score -2658886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2658884.500000 Penalty: 3283.752197
	Iteration 57Q: 3 clusters Score -2658884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2658886.500000 Penalty: 3283.752197
	Iteration 58Q: 3 clusters Score -2658886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2658884.500000 Penalty: 3283.752197
	Iteration 59Q: 3 clusters Score -2658884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2658885.250000 Penalty: 3283.752197
	Iteration 60F: 3 clusters Score -2658885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2658884.250000 Penalty: 3283.752197
	Iteration 61Q: 3 clusters Score -2658884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2658884.250000 Penalty: 3283.752197
	Iteration 62F: 3 clusters Score -2658884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -294685.656250 Penalty: 1298.358643
	Iteration 0F: 2 clusters Score -294685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -292020.593750 Penalty: 2596.717285
	Iteration 0F: 3 clusters Score -292020.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -292627.531250 Penalty: 2596.717285
	Iteration 1F: 3 clusters Score -292627.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -292788.875000 Penalty: 2596.717285
	Iteration 2F: 3 clusters Score -292788.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -292906.968750 Penalty: 2596.717285
	Iteration 3F: 3 clusters Score -292907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -293001.593750 Penalty: 2596.717285
	Iteration 4Q: 3 clusters Score -293001.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293081.812500 Penalty: 2596.717285
	Iteration 5Q: 3 clusters Score -293081.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293174.625000 Penalty: 2596.717285
	Iteration 6Q: 3 clusters Score -293174.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293266.062500 Penalty: 2596.717285
	Iteration 7Q: 3 clusters Score -293266.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -293348.125000 Penalty: 2596.717285
	Iteration 8Q: 3 clusters Score -293348.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -293414.812500 Penalty: 2596.717285
	Iteration 9Q: 3 clusters Score -293414.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -293467.750000 Penalty: 2596.717285
	Iteration 10Q: 3 clusters Score -293467.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293517.187500 Penalty: 2596.717285
	Iteration 11Q: 3 clusters Score -293517.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -293558.531250 Penalty: 2596.717285
	Iteration 12Q: 3 clusters Score -293558.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -293591.750000 Penalty: 2596.717285
	Iteration 13Q: 3 clusters Score -293591.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -293624.656250 Penalty: 2596.717285
	Iteration 14Q: 3 clusters Score -293624.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293652.406250 Penalty: 2596.717285
	Iteration 15Q: 3 clusters Score -293652.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293679.312500 Penalty: 2596.717285
	Iteration 16Q: 3 clusters Score -293679.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293718.593750 Penalty: 2596.717285
	Iteration 17Q: 3 clusters Score -293718.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293753.031250 Penalty: 2596.717285
	Iteration 18Q: 3 clusters Score -293753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -293789.468750 Penalty: 2596.717285
	Iteration 19Q: 3 clusters Score -293789.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -293822.375000 Penalty: 2596.717285
	Iteration 20F: 3 clusters Score -293822.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293852.562500 Penalty: 2596.717285
	Iteration 21Q: 3 clusters Score -293852.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -293868.375000 Penalty: 2596.717285
	Iteration 22Q: 3 clusters Score -293868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293878.031250 Penalty: 2596.717285
	Iteration 23Q: 3 clusters Score -293878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -293883.093750 Penalty: 2596.717285
	Iteration 24Q: 3 clusters Score -293883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -293886.593750 Penalty: 2596.717285
	Iteration 25Q: 3 clusters Score -293886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -293889.437500 Penalty: 2596.717285
	Iteration 26Q: 3 clusters Score -293889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -293893.781250 Penalty: 2596.717285
	Iteration 27Q: 3 clusters Score -293893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -293898.906250 Penalty: 2596.717285
	Iteration 28Q: 3 clusters Score -293898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293902.562500 Penalty: 2596.717285
	Iteration 29Q: 3 clusters Score -293902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -293904.843750 Penalty: 2596.717285
	Iteration 30Q: 3 clusters Score -293904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293906.812500 Penalty: 2596.717285
	Iteration 31Q: 3 clusters Score -293906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -293908.968750 Penalty: 2596.717285
	Iteration 32Q: 3 clusters Score -293909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293911.500000 Penalty: 2596.717285
	Iteration 33Q: 3 clusters Score -293911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -293913.375000 Penalty: 2596.717285
	Iteration 34Q: 3 clusters Score -293913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -293914.031250 Penalty: 2596.717285
	Iteration 35Q: 3 clusters Score -293914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -293914.031250 Penalty: 2596.717285
	Iteration 36F: 3 clusters Score -293914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -2531841.250000 Penalty: 1640.668091
	Iteration 0F: 2 clusters Score -2531841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2515356.750000 Penalty: 3281.336182
	Iteration 0F: 3 clusters Score -2515357 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2521581.250000 Penalty: 3281.336182
	Iteration 1F: 3 clusters Score -2521581 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2522067.250000 Penalty: 3281.336182
	Iteration 2F: 3 clusters Score -2522067 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2522600.250000 Penalty: 3281.336182
	Iteration 3F: 3 clusters Score -2522600 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2523250.500000 Penalty: 3281.336182
	Iteration 4F: 3 clusters Score -2523250 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2524101.000000 Penalty: 3281.336182
	Iteration 5F: 3 clusters Score -2524101 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2525109.250000 Penalty: 3281.336182
	Iteration 6F: 3 clusters Score -2525109 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2526270.500000 Penalty: 3281.336182
	Iteration 7F: 3 clusters Score -2526270 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2527512.500000 Penalty: 3281.336182
	Iteration 8F: 3 clusters Score -2527512 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2528674.000000 Penalty: 3281.336182
	Iteration 9Q: 3 clusters Score -2528674 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2529438.250000 Penalty: 3281.336182
	Iteration 10Q: 3 clusters Score -2529438 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2529765.750000 Penalty: 3281.336182
	Iteration 11Q: 3 clusters Score -2529766 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2529932.250000 Penalty: 3281.336182
	Iteration 12Q: 3 clusters Score -2529932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2530058.750000 Penalty: 3281.336182
	Iteration 13Q: 3 clusters Score -2530059 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2530142.000000 Penalty: 3281.336182
	Iteration 14Q: 3 clusters Score -2530142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2530204.500000 Penalty: 3281.336182
	Iteration 15Q: 3 clusters Score -2530204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2530258.750000 Penalty: 3281.336182
	Iteration 16Q: 3 clusters Score -2530259 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2530312.000000 Penalty: 3281.336182
	Iteration 17Q: 3 clusters Score -2530312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2530352.000000 Penalty: 3281.336182
	Iteration 18Q: 3 clusters Score -2530352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2530394.750000 Penalty: 3281.336182
	Iteration 19Q: 3 clusters Score -2530395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2530424.250000 Penalty: 3281.336182
	Iteration 20F: 3 clusters Score -2530424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2530446.500000 Penalty: 3281.336182
	Iteration 21Q: 3 clusters Score -2530446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2530464.500000 Penalty: 3281.336182
	Iteration 22Q: 3 clusters Score -2530464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2530488.250000 Penalty: 3281.336182
	Iteration 23Q: 3 clusters Score -2530488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2530502.000000 Penalty: 3281.336182
	Iteration 24Q: 3 clusters Score -2530502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2530519.750000 Penalty: 3281.336182
	Iteration 25Q: 3 clusters Score -2530520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2530531.250000 Penalty: 3281.336182
	Iteration 26Q: 3 clusters Score -2530531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2530539.500000 Penalty: 3281.336182
	Iteration 27Q: 3 clusters Score -2530540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2530551.500000 Penalty: 3281.336182
	Iteration 28Q: 3 clusters Score -2530552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2530563.500000 Penalty: 3281.336182
	Iteration 29Q: 3 clusters Score -2530564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2530571.250000 Penalty: 3281.336182
	Iteration 30Q: 3 clusters Score -2530571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2530579.750000 Penalty: 3281.336182
	Iteration 31Q: 3 clusters Score -2530580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2530587.250000 Penalty: 3281.336182
	Iteration 32Q: 3 clusters Score -2530587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2530589.250000 Penalty: 3281.336182
	Iteration 33Q: 3 clusters Score -2530589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2530593.000000 Penalty: 3281.336182
	Iteration 34Q: 3 clusters Score -2530593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2530597.750000 Penalty: 3281.336182
	Iteration 35Q: 3 clusters Score -2530598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2530605.250000 Penalty: 3281.336182
	Iteration 36Q: 3 clusters Score -2530605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2530602.250000 Penalty: 3281.336182
	Iteration 37Q: 3 clusters Score -2530602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2530604.750000 Penalty: 3281.336182
	Iteration 38Q: 3 clusters Score -2530605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2530610.000000 Penalty: 3281.336182
	Iteration 39Q: 3 clusters Score -2530610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2530610.750000 Penalty: 3281.336182
	Iteration 40F: 3 clusters Score -2530611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2530611.000000 Penalty: 3281.336182
	Iteration 41Q: 3 clusters Score -2530611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2530610.500000 Penalty: 3281.336182
	Iteration 42Q: 3 clusters Score -2530610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2530612.250000 Penalty: 3281.336182
	Iteration 43Q: 3 clusters Score -2530612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2530616.250000 Penalty: 3281.336182
	Iteration 44Q: 3 clusters Score -2530616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2530618.750000 Penalty: 3281.336182
	Iteration 45Q: 3 clusters Score -2530619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2530620.250000 Penalty: 3281.336182
	Iteration 46Q: 3 clusters Score -2530620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2530618.500000 Penalty: 3281.336182
	Iteration 47Q: 3 clusters Score -2530618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2530621.750000 Penalty: 3281.336182
	Iteration 48Q: 3 clusters Score -2530622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2530618.250000 Penalty: 3281.336182
	Iteration 49Q: 3 clusters Score -2530618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2530619.000000 Penalty: 3281.336182
	Iteration 50Q: 3 clusters Score -2530619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2530618.750000 Penalty: 3281.336182
	Iteration 51Q: 3 clusters Score -2530619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2530619.750000 Penalty: 3281.336182
	Iteration 52Q: 3 clusters Score -2530620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2530619.750000 Penalty: 3281.336182
	Iteration 53F: 3 clusters Score -2530620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (292151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292151 members 
Entering Unmasked Estep 
Score: -30967376.000000 Penalty: 2045.066650
	Iteration 0F: 2 clusters Score -3.096738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -30791782.000000 Penalty: 4090.133301
	Iteration 0F: 3 clusters Score -3.079178e+07 nChanged 142358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -30877674.000000 Penalty: 4090.133301
	Iteration 1F: 3 clusters Score -3.087767e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 141168 members 
Entering Unmasked Estep 
Score: -30879270.000000 Penalty: 4090.133301
	Iteration 2Q: 3 clusters Score -3.087927e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153265 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -30881714.000000 Penalty: 4090.133301
	Iteration 3Q: 3 clusters Score -3.088171e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 135916 members 
Entering Unmasked Estep 
Score: -30885954.000000 Penalty: 4090.133301
	Iteration 4Q: 3 clusters Score -3.088595e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 132155 members 
Entering Unmasked Estep 
Score: -30893234.000000 Penalty: 4090.133301
	Iteration 5Q: 3 clusters Score -3.089323e+07 nChanged 17889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -30905506.000000 Penalty: 4090.133301
	Iteration 6F: 3 clusters Score -3.090551e+07 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -30922036.000000 Penalty: 4090.133301
	Iteration 7F: 3 clusters Score -3.092204e+07 nChanged 19871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165161 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -30933606.000000 Penalty: 4090.133301
	Iteration 8F: 3 clusters Score -3.093361e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163205 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -30937004.000000 Penalty: 4090.133301
	Iteration 9Q: 3 clusters Score -3.0937e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -30938036.000000 Penalty: 4090.133301
	Iteration 10Q: 3 clusters Score -3.093804e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -30938770.000000 Penalty: 4090.133301
	Iteration 11Q: 3 clusters Score -3.093877e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 135976 members 
Entering Unmasked Estep 
Score: -30939566.000000 Penalty: 4090.133301
	Iteration 12Q: 3 clusters Score -3.093957e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -30940658.000000 Penalty: 4090.133301
	Iteration 13Q: 3 clusters Score -3.094066e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -30941694.000000 Penalty: 4090.133301
	Iteration 14Q: 3 clusters Score -3.094169e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 143665 members 
Entering Unmasked Estep 
Score: -30942840.000000 Penalty: 4090.133301
	Iteration 15Q: 3 clusters Score -3.094284e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146390 members 
Mstep: Class 2 contains 145761 members 
Entering Unmasked Estep 
Score: -30943978.000000 Penalty: 4090.133301
	Iteration 16Q: 3 clusters Score -3.094398e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -30944850.000000 Penalty: 4090.133301
	Iteration 17Q: 3 clusters Score -3.094485e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 148696 members 
Entering Unmasked Estep 
Score: -30945752.000000 Penalty: 4090.133301
	Iteration 18Q: 3 clusters Score -3.094575e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -30947046.000000 Penalty: 4090.133301
	Iteration 19Q: 3 clusters Score -3.094705e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141172 members 
Mstep: Class 2 contains 150979 members 
Entering Unmasked Estep 
Score: -30948162.000000 Penalty: 4090.133301
	Iteration 20F: 3 clusters Score -3.094816e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140116 members 
Mstep: Class 2 contains 152035 members 
Entering Unmasked Estep 
Score: -30949192.000000 Penalty: 4090.133301
	Iteration 21Q: 3 clusters Score -3.094919e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -30950654.000000 Penalty: 4090.133301
	Iteration 22Q: 3 clusters Score -3.095065e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -30952070.000000 Penalty: 4090.133301
	Iteration 23Q: 3 clusters Score -3.095207e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -30953618.000000 Penalty: 4090.133301
	Iteration 24Q: 3 clusters Score -3.095362e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -30955200.000000 Penalty: 4090.133301
	Iteration 25Q: 3 clusters Score -3.09552e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -30957096.000000 Penalty: 4090.133301
	Iteration 26Q: 3 clusters Score -3.09571e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138157 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -30958710.000000 Penalty: 4090.133301
	Iteration 27Q: 3 clusters Score -3.095871e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138714 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -30960110.000000 Penalty: 4090.133301
	Iteration 28Q: 3 clusters Score -3.096011e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139580 members 
Mstep: Class 2 contains 152571 members 
Entering Unmasked Estep 
Score: -30960944.000000 Penalty: 4090.133301
	Iteration 29Q: 3 clusters Score -3.096094e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -30961430.000000 Penalty: 4090.133301
	Iteration 30Q: 3 clusters Score -3.096143e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -30961910.000000 Penalty: 4090.133301
	Iteration 31Q: 3 clusters Score -3.096191e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 149381 members 
Entering Unmasked Estep 
Score: -30962064.000000 Penalty: 4090.133301
	Iteration 32Q: 3 clusters Score -3.096206e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -30962406.000000 Penalty: 4090.133301
	Iteration 33Q: 3 clusters Score -3.096241e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144535 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -30962600.000000 Penalty: 4090.133301
	Iteration 34Q: 3 clusters Score -3.09626e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -30962730.000000 Penalty: 4090.133301
	Iteration 35Q: 3 clusters Score -3.096273e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -30962738.000000 Penalty: 4090.133301
	Iteration 36Q: 3 clusters Score -3.096274e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -30962716.000000 Penalty: 4090.133301
	Iteration 37Q: 3 clusters Score -3.096272e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -30962732.000000 Penalty: 4090.133301
	Iteration 38Q: 3 clusters Score -3.096273e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -30962672.000000 Penalty: 4090.133301
	Iteration 39Q: 3 clusters Score -3.096267e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147370 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -30962722.000000 Penalty: 4090.133301
	Iteration 40F: 3 clusters Score -3.096272e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -30962754.000000 Penalty: 4090.133301
	Iteration 41Q: 3 clusters Score -3.096275e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147720 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -30962714.000000 Penalty: 4090.133301
	Iteration 42Q: 3 clusters Score -3.096271e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -30962658.000000 Penalty: 4090.133301
	Iteration 43Q: 3 clusters Score -3.096266e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 144168 members 
Entering Unmasked Estep 
Score: -30962678.000000 Penalty: 4090.133301
	Iteration 44Q: 3 clusters Score -3.096268e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 144058 members 
Entering Unmasked Estep 
Score: -30962652.000000 Penalty: 4090.133301
	Iteration 45Q: 3 clusters Score -3.096265e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -30962722.000000 Penalty: 4090.133301
	Iteration 46Q: 3 clusters Score -3.096272e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 143874 members 
Entering Unmasked Estep 
Score: -30962722.000000 Penalty: 4090.133301
	Iteration 47Q: 3 clusters Score -3.096272e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -30962670.000000 Penalty: 4090.133301
	Iteration 48Q: 3 clusters Score -3.096267e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148447 members 
Mstep: Class 2 contains 143704 members 
Entering Unmasked Estep 
Score: -30962686.000000 Penalty: 4090.133301
	Iteration 49Q: 3 clusters Score -3.096269e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -30962718.000000 Penalty: 4090.133301
	Iteration 50Q: 3 clusters Score -3.096272e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -30962666.000000 Penalty: 4090.133301
	Iteration 51Q: 3 clusters Score -3.096267e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -30962676.000000 Penalty: 4090.133301
	Iteration 52Q: 3 clusters Score -3.096268e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -30962634.000000 Penalty: 4090.133301
	Iteration 53Q: 3 clusters Score -3.096263e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148722 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -30962608.000000 Penalty: 4090.133301
	Iteration 54Q: 3 clusters Score -3.096261e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -30962626.000000 Penalty: 4090.133301
	Iteration 55Q: 3 clusters Score -3.096263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -30962630.000000 Penalty: 4090.133301
	Iteration 56Q: 3 clusters Score -3.096263e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148799 members 
Mstep: Class 2 contains 143352 members 
Entering Unmasked Estep 
Score: -30962618.000000 Penalty: 4090.133301
	Iteration 57Q: 3 clusters Score -3.096262e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -30962600.000000 Penalty: 4090.133301
	Iteration 58Q: 3 clusters Score -3.09626e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 143300 members 
Entering Unmasked Estep 
Score: -30962646.000000 Penalty: 4090.133301
	Iteration 59Q: 3 clusters Score -3.096265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 143283 members 
Entering Unmasked Estep 
Score: -30962638.000000 Penalty: 4090.133301
	Iteration 60F: 3 clusters Score -3.096264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -30962648.000000 Penalty: 4090.133301
	Iteration 61Q: 3 clusters Score -3.096265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -30962662.000000 Penalty: 4090.133301
	Iteration 62Q: 3 clusters Score -3.096266e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 143260 members 
Entering Unmasked Estep 
Score: -30962656.000000 Penalty: 4090.133301
	Iteration 63Q: 3 clusters Score -3.096266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -30962662.000000 Penalty: 4090.133301
	Iteration 64Q: 3 clusters Score -3.096266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -30962660.000000 Penalty: 4090.133301
	Iteration 65Q: 3 clusters Score -3.096266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -30962638.000000 Penalty: 4090.133301
	Iteration 66Q: 3 clusters Score -3.096264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -30962656.000000 Penalty: 4090.133301
	Iteration 67Q: 3 clusters Score -3.096266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -30962676.000000 Penalty: 4090.133301
	Iteration 68Q: 3 clusters Score -3.096268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -30962670.000000 Penalty: 4090.133301
	Iteration 69Q: 3 clusters Score -3.096267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -30962692.000000 Penalty: 4090.133301
	Iteration 70Q: 3 clusters Score -3.096269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -30962716.000000 Penalty: 4090.133301
	Iteration 71Q: 3 clusters Score -3.096272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148977 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -30962704.000000 Penalty: 4090.133301
	Iteration 72Q: 3 clusters Score -3.09627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148983 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -30962692.000000 Penalty: 4090.133301
	Iteration 73Q: 3 clusters Score -3.096269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148985 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -30962686.000000 Penalty: 4090.133301
	Iteration 74Q: 3 clusters Score -3.096269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -30962688.000000 Penalty: 4090.133301
	Iteration 75Q: 3 clusters Score -3.096269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148998 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -30962682.000000 Penalty: 4090.133301
	Iteration 76Q: 3 clusters Score -3.096268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 143136 members 
Entering Unmasked Estep 
Score: -30962676.000000 Penalty: 4090.133301
	Iteration 77Q: 3 clusters Score -3.096268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -30962682.000000 Penalty: 4090.133301
	Iteration 78Q: 3 clusters Score -3.096268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -30962658.000000 Penalty: 4090.133301
	Iteration 79Q: 3 clusters Score -3.096266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -30962684.000000 Penalty: 4090.133301
	Iteration 80F: 3 clusters Score -3.096268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -30962668.000000 Penalty: 4090.133301
	Iteration 81Q: 3 clusters Score -3.096267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -30962674.000000 Penalty: 4090.133301
	Iteration 82Q: 3 clusters Score -3.096267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 143097 members 
Entering Unmasked Estep 
Score: -30962664.000000 Penalty: 4090.133301
	Iteration 83Q: 3 clusters Score -3.096266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -30962648.000000 Penalty: 4090.133301
	Iteration 84Q: 3 clusters Score -3.096265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149057 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -30962654.000000 Penalty: 4090.133301
	Iteration 85Q: 3 clusters Score -3.096265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -30962660.000000 Penalty: 4090.133301
	Iteration 86Q: 3 clusters Score -3.096266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 143093 members 
Entering Unmasked Estep 
Score: -30962660.000000 Penalty: 4090.133301
	Iteration 87F: 3 clusters Score -3.096266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -689112.500000 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -689112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -684302.750000 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -684302.8 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -685755.750000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -685755.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -685987.812500 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -685987.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -686222.562500 Penalty: 2843.354004
	Iteration 3F: 3 clusters Score -686222.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -686433.937500 Penalty: 2843.354004
	Iteration 4F: 3 clusters Score -686433.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -686625.875000 Penalty: 2843.354004
	Iteration 5F: 3 clusters Score -686625.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -686832.250000 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -686832.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -687058.125000 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -687058.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -687218.812500 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -687218.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -687337.562500 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -687337.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -687433.562500 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -687433.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -687521.125000 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -687521.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -687594.375000 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -687594.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -687656.937500 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -687656.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -687709.750000 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -687709.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -687748.062500 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -687748.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -687769.750000 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -687769.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -687795.437500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -687795.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -687815.312500 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -687815.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -687830.000000 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -687830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -687843.687500 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -687843.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -687854.687500 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -687854.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -687861.875000 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -687861.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -687868.437500 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -687868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -687875.062500 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -687875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -687878.125000 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -687878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -687883.062500 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -687883.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -687885.562500 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -687885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -687892.000000 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -687892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -687897.187500 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -687897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -687905.312500 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -687905.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -687914.062500 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -687914.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -687922.937500 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -687922.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -687931.625000 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -687931.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -687944.812500 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -687944.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -687955.687500 Penalty: 2843.354004
	Iteration 35Q: 3 clusters Score -687955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -687966.625000 Penalty: 2843.354004
	Iteration 36Q: 3 clusters Score -687966.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -687974.937500 Penalty: 2843.354004
	Iteration 37Q: 3 clusters Score -687974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -687978.500000 Penalty: 2843.354004
	Iteration 38Q: 3 clusters Score -687978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -687980.562500 Penalty: 2843.354004
	Iteration 39Q: 3 clusters Score -687980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -687984.875000 Penalty: 2843.354004
	Iteration 40F: 3 clusters Score -687984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -687991.062500 Penalty: 2843.354004
	Iteration 41Q: 3 clusters Score -687991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -688001.687500 Penalty: 2843.354004
	Iteration 42Q: 3 clusters Score -688001.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -688007.562500 Penalty: 2843.354004
	Iteration 43Q: 3 clusters Score -688007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -688016.000000 Penalty: 2843.354004
	Iteration 44Q: 3 clusters Score -688016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -688021.125000 Penalty: 2843.354004
	Iteration 45Q: 3 clusters Score -688021.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -688024.312500 Penalty: 2843.354004
	Iteration 46Q: 3 clusters Score -688024.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -688031.875000 Penalty: 2843.354004
	Iteration 47Q: 3 clusters Score -688031.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -688037.562500 Penalty: 2843.354004
	Iteration 48Q: 3 clusters Score -688037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -688043.562500 Penalty: 2843.354004
	Iteration 49Q: 3 clusters Score -688043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -688047.062500 Penalty: 2843.354004
	Iteration 50Q: 3 clusters Score -688047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -688054.125000 Penalty: 2843.354004
	Iteration 51Q: 3 clusters Score -688054.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -688059.000000 Penalty: 2843.354004
	Iteration 52Q: 3 clusters Score -688059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -688063.437500 Penalty: 2843.354004
	Iteration 53Q: 3 clusters Score -688063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -688067.562500 Penalty: 2843.354004
	Iteration 54Q: 3 clusters Score -688067.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -688074.062500 Penalty: 2843.354004
	Iteration 55Q: 3 clusters Score -688074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -688081.750000 Penalty: 2843.354004
	Iteration 56Q: 3 clusters Score -688081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -688087.000000 Penalty: 2843.354004
	Iteration 57Q: 3 clusters Score -688087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -688095.687500 Penalty: 2843.354004
	Iteration 58Q: 3 clusters Score -688095.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -688101.625000 Penalty: 2843.354004
	Iteration 59Q: 3 clusters Score -688101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -688109.687500 Penalty: 2843.354004
	Iteration 60F: 3 clusters Score -688109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -688114.375000 Penalty: 2843.354004
	Iteration 61Q: 3 clusters Score -688114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -688116.937500 Penalty: 2843.354004
	Iteration 62Q: 3 clusters Score -688116.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -688124.312500 Penalty: 2843.354004
	Iteration 63Q: 3 clusters Score -688124.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -688127.937500 Penalty: 2843.354004
	Iteration 64Q: 3 clusters Score -688127.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -688137.875000 Penalty: 2843.354004
	Iteration 65Q: 3 clusters Score -688137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -688142.437500 Penalty: 2843.354004
	Iteration 66Q: 3 clusters Score -688142.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -688149.812500 Penalty: 2843.354004
	Iteration 67Q: 3 clusters Score -688149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -688155.125000 Penalty: 2843.354004
	Iteration 68Q: 3 clusters Score -688155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -688159.437500 Penalty: 2843.354004
	Iteration 69Q: 3 clusters Score -688159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -688163.812500 Penalty: 2843.354004
	Iteration 70Q: 3 clusters Score -688163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -688167.875000 Penalty: 2843.354004
	Iteration 71Q: 3 clusters Score -688167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -688171.250000 Penalty: 2843.354004
	Iteration 72Q: 3 clusters Score -688171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -688174.437500 Penalty: 2843.354004
	Iteration 73Q: 3 clusters Score -688174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -688176.125000 Penalty: 2843.354004
	Iteration 74Q: 3 clusters Score -688176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -688178.125000 Penalty: 2843.354004
	Iteration 75Q: 3 clusters Score -688178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -688177.625000 Penalty: 2843.354004
	Iteration 76Q: 3 clusters Score -688177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -688178.562500 Penalty: 2843.354004
	Iteration 77Q: 3 clusters Score -688178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -688180.187500 Penalty: 2843.354004
	Iteration 78Q: 3 clusters Score -688180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -688181.562500 Penalty: 2843.354004
	Iteration 79Q: 3 clusters Score -688181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -688181.750000 Penalty: 2843.354004
	Iteration 80F: 3 clusters Score -688181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -688181.687500 Penalty: 2843.354004
	Iteration 81Q: 3 clusters Score -688181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -688182.625000 Penalty: 2843.354004
	Iteration 82Q: 3 clusters Score -688182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -688183.125000 Penalty: 2843.354004
	Iteration 83Q: 3 clusters Score -688183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -688183.125000 Penalty: 2843.354004
	Iteration 84F: 3 clusters Score -688183.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -418585.218750 Penalty: 1359.043091
	Iteration 0F: 2 clusters Score -418585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -415083.781250 Penalty: 2718.086182
	Iteration 0F: 3 clusters Score -415083.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -416074.062500 Penalty: 2718.086182
	Iteration 1F: 3 clusters Score -416074.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -416362.312500 Penalty: 2718.086182
	Iteration 2F: 3 clusters Score -416362.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -416569.781250 Penalty: 2718.086182
	Iteration 3F: 3 clusters Score -416569.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -416696.093750 Penalty: 2718.086182
	Iteration 4F: 3 clusters Score -416696.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -416805.218750 Penalty: 2718.086182
	Iteration 5Q: 3 clusters Score -416805.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -416892.218750 Penalty: 2718.086182
	Iteration 6Q: 3 clusters Score -416892.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -416969.687500 Penalty: 2718.086182
	Iteration 7Q: 3 clusters Score -416969.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -417023.781250 Penalty: 2718.086182
	Iteration 8Q: 3 clusters Score -417023.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -417070.125000 Penalty: 2718.086182
	Iteration 9Q: 3 clusters Score -417070.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -417107.281250 Penalty: 2718.086182
	Iteration 10Q: 3 clusters Score -417107.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -417133.062500 Penalty: 2718.086182
	Iteration 11Q: 3 clusters Score -417133.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -417153.312500 Penalty: 2718.086182
	Iteration 12Q: 3 clusters Score -417153.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -417172.500000 Penalty: 2718.086182
	Iteration 13Q: 3 clusters Score -417172.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -417190.156250 Penalty: 2718.086182
	Iteration 14Q: 3 clusters Score -417190.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -417206.312500 Penalty: 2718.086182
	Iteration 15Q: 3 clusters Score -417206.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -417230.593750 Penalty: 2718.086182
	Iteration 16Q: 3 clusters Score -417230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -417257.750000 Penalty: 2718.086182
	Iteration 17Q: 3 clusters Score -417257.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -417274.656250 Penalty: 2718.086182
	Iteration 18Q: 3 clusters Score -417274.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -417291.656250 Penalty: 2718.086182
	Iteration 19Q: 3 clusters Score -417291.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -417305.218750 Penalty: 2718.086182
	Iteration 20F: 3 clusters Score -417305.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -417315.062500 Penalty: 2718.086182
	Iteration 21Q: 3 clusters Score -417315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -417327.718750 Penalty: 2718.086182
	Iteration 22Q: 3 clusters Score -417327.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -417333.812500 Penalty: 2718.086182
	Iteration 23Q: 3 clusters Score -417333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -417340.218750 Penalty: 2718.086182
	Iteration 24Q: 3 clusters Score -417340.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -417345.625000 Penalty: 2718.086182
	Iteration 25Q: 3 clusters Score -417345.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -417350.781250 Penalty: 2718.086182
	Iteration 26Q: 3 clusters Score -417350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -417353.906250 Penalty: 2718.086182
	Iteration 27Q: 3 clusters Score -417353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -417356.750000 Penalty: 2718.086182
	Iteration 28Q: 3 clusters Score -417356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -417360.406250 Penalty: 2718.086182
	Iteration 29Q: 3 clusters Score -417360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -417362.468750 Penalty: 2718.086182
	Iteration 30Q: 3 clusters Score -417362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -417366.781250 Penalty: 2718.086182
	Iteration 31Q: 3 clusters Score -417366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -417370.812500 Penalty: 2718.086182
	Iteration 32Q: 3 clusters Score -417370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -417375.593750 Penalty: 2718.086182
	Iteration 33Q: 3 clusters Score -417375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -417379.875000 Penalty: 2718.086182
	Iteration 34Q: 3 clusters Score -417379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -417384.312500 Penalty: 2718.086182
	Iteration 35Q: 3 clusters Score -417384.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -417385.531250 Penalty: 2718.086182
	Iteration 36Q: 3 clusters Score -417385.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -417391.125000 Penalty: 2718.086182
	Iteration 37Q: 3 clusters Score -417391.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -417394.000000 Penalty: 2718.086182
	Iteration 38Q: 3 clusters Score -417394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -417396.718750 Penalty: 2718.086182
	Iteration 39Q: 3 clusters Score -417396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -417399.812500 Penalty: 2718.086182
	Iteration 40F: 3 clusters Score -417399.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -417405.468750 Penalty: 2718.086182
	Iteration 41Q: 3 clusters Score -417405.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -417408.625000 Penalty: 2718.086182
	Iteration 42Q: 3 clusters Score -417408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -417415.031250 Penalty: 2718.086182
	Iteration 43Q: 3 clusters Score -417415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -417420.500000 Penalty: 2718.086182
	Iteration 44Q: 3 clusters Score -417420.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -417423.968750 Penalty: 2718.086182
	Iteration 45Q: 3 clusters Score -417424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -417426.281250 Penalty: 2718.086182
	Iteration 46Q: 3 clusters Score -417426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -417430.250000 Penalty: 2718.086182
	Iteration 47Q: 3 clusters Score -417430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -417433.906250 Penalty: 2718.086182
	Iteration 48Q: 3 clusters Score -417433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -417437.281250 Penalty: 2718.086182
	Iteration 49Q: 3 clusters Score -417437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -417442.875000 Penalty: 2718.086182
	Iteration 50Q: 3 clusters Score -417442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -417447.406250 Penalty: 2718.086182
	Iteration 51Q: 3 clusters Score -417447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -417450.656250 Penalty: 2718.086182
	Iteration 52Q: 3 clusters Score -417450.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -417453.906250 Penalty: 2718.086182
	Iteration 53Q: 3 clusters Score -417453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -417457.687500 Penalty: 2718.086182
	Iteration 54Q: 3 clusters Score -417457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -417458.812500 Penalty: 2718.086182
	Iteration 55Q: 3 clusters Score -417458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -417461.062500 Penalty: 2718.086182
	Iteration 56Q: 3 clusters Score -417461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -417463.125000 Penalty: 2718.086182
	Iteration 57Q: 3 clusters Score -417463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -417464.312500 Penalty: 2718.086182
	Iteration 58Q: 3 clusters Score -417464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -417466.937500 Penalty: 2718.086182
	Iteration 59Q: 3 clusters Score -417466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -417469.718750 Penalty: 2718.086182
	Iteration 60F: 3 clusters Score -417469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -417470.656250 Penalty: 2718.086182
	Iteration 61Q: 3 clusters Score -417470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -417473.093750 Penalty: 2718.086182
	Iteration 62Q: 3 clusters Score -417473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -417475.812500 Penalty: 2718.086182
	Iteration 63Q: 3 clusters Score -417475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -417480.562500 Penalty: 2718.086182
	Iteration 64Q: 3 clusters Score -417480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -417484.437500 Penalty: 2718.086182
	Iteration 65Q: 3 clusters Score -417484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -417487.000000 Penalty: 2718.086182
	Iteration 66Q: 3 clusters Score -417487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -417489.750000 Penalty: 2718.086182
	Iteration 67Q: 3 clusters Score -417489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -417490.406250 Penalty: 2718.086182
	Iteration 68Q: 3 clusters Score -417490.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -417492.156250 Penalty: 2718.086182
	Iteration 69Q: 3 clusters Score -417492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -417493.125000 Penalty: 2718.086182
	Iteration 70Q: 3 clusters Score -417493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -417493.875000 Penalty: 2718.086182
	Iteration 71Q: 3 clusters Score -417493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -417494.031250 Penalty: 2718.086182
	Iteration 72Q: 3 clusters Score -417494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -417494.281250 Penalty: 2718.086182
	Iteration 73Q: 3 clusters Score -417494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -417495.468750 Penalty: 2718.086182
	Iteration 74Q: 3 clusters Score -417495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -417495.093750 Penalty: 2718.086182
	Iteration 75Q: 3 clusters Score -417495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -417495.437500 Penalty: 2718.086182
	Iteration 76Q: 3 clusters Score -417495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417496.156250 Penalty: 2718.086182
	Iteration 77Q: 3 clusters Score -417496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417495.906250 Penalty: 2718.086182
	Iteration 78Q: 3 clusters Score -417495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -417495.906250 Penalty: 2718.086182
	Iteration 79F: 3 clusters Score -417495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Entering Unmasked Estep 
Score: -1104010.250000 Penalty: 1497.458496
	Iteration 0F: 2 clusters Score -1104010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1096736.000000 Penalty: 2994.916992
	Iteration 0F: 3 clusters Score -1096736 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1099094.750000 Penalty: 2994.916992
	Iteration 1F: 3 clusters Score -1099095 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1099294.875000 Penalty: 2994.916992
	Iteration 2F: 3 clusters Score -1099295 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1099444.250000 Penalty: 2994.916992
	Iteration 3Q: 3 clusters Score -1099444 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1099552.000000 Penalty: 2994.916992
	Iteration 4Q: 3 clusters Score -1099552 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1099671.875000 Penalty: 2994.916992
	Iteration 5Q: 3 clusters Score -1099672 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1099780.750000 Penalty: 2994.916992
	Iteration 6Q: 3 clusters Score -1099781 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1099894.625000 Penalty: 2994.916992
	Iteration 7Q: 3 clusters Score -1099895 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1100049.750000 Penalty: 2994.916992
	Iteration 8Q: 3 clusters Score -1100050 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1100268.750000 Penalty: 2994.916992
	Iteration 9Q: 3 clusters Score -1100269 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1100601.625000 Penalty: 2994.916992
	Iteration 10Q: 3 clusters Score -1100602 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1101014.375000 Penalty: 2994.916992
	Iteration 11F: 3 clusters Score -1101014 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1101472.875000 Penalty: 2994.916992
	Iteration 12F: 3 clusters Score -1101473 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1101843.375000 Penalty: 2994.916992
	Iteration 13Q: 3 clusters Score -1101843 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1102158.000000 Penalty: 2994.916992
	Iteration 14Q: 3 clusters Score -1102158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1102375.375000 Penalty: 2994.916992
	Iteration 15Q: 3 clusters Score -1102375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1102486.875000 Penalty: 2994.916992
	Iteration 16Q: 3 clusters Score -1102487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1102562.625000 Penalty: 2994.916992
	Iteration 17Q: 3 clusters Score -1102563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1102612.125000 Penalty: 2994.916992
	Iteration 18Q: 3 clusters Score -1102612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1102642.250000 Penalty: 2994.916992
	Iteration 19Q: 3 clusters Score -1102642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1102660.000000 Penalty: 2994.916992
	Iteration 20F: 3 clusters Score -1102660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1102674.375000 Penalty: 2994.916992
	Iteration 21Q: 3 clusters Score -1102674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1102681.000000 Penalty: 2994.916992
	Iteration 22Q: 3 clusters Score -1102681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1102686.750000 Penalty: 2994.916992
	Iteration 23Q: 3 clusters Score -1102687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1102694.750000 Penalty: 2994.916992
	Iteration 24Q: 3 clusters Score -1102695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1102695.125000 Penalty: 2994.916992
	Iteration 25Q: 3 clusters Score -1102695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1102697.750000 Penalty: 2994.916992
	Iteration 26Q: 3 clusters Score -1102698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1102699.125000 Penalty: 2994.916992
	Iteration 27Q: 3 clusters Score -1102699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1102702.750000 Penalty: 2994.916992
	Iteration 28Q: 3 clusters Score -1102703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1102705.125000 Penalty: 2994.916992
	Iteration 29Q: 3 clusters Score -1102705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1102708.375000 Penalty: 2994.916992
	Iteration 30Q: 3 clusters Score -1102708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1102715.000000 Penalty: 2994.916992
	Iteration 31Q: 3 clusters Score -1102715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1102719.625000 Penalty: 2994.916992
	Iteration 32Q: 3 clusters Score -1102720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1102723.000000 Penalty: 2994.916992
	Iteration 33Q: 3 clusters Score -1102723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1102723.000000 Penalty: 2994.916992
	Iteration 34Q: 3 clusters Score -1102723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1102723.750000 Penalty: 2994.916992
	Iteration 35Q: 3 clusters Score -1102724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1102725.625000 Penalty: 2994.916992
	Iteration 36Q: 3 clusters Score -1102726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1102727.125000 Penalty: 2994.916992
	Iteration 37Q: 3 clusters Score -1102727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1102728.625000 Penalty: 2994.916992
	Iteration 38Q: 3 clusters Score -1102729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1102729.625000 Penalty: 2994.916992
	Iteration 39Q: 3 clusters Score -1102730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1102731.125000 Penalty: 2994.916992
	Iteration 40F: 3 clusters Score -1102731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 172590 members 
Mstep: Class 4 contains 16499 members 
Mstep: Class 5 contains 57422 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 113545 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 38900 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 24437 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 24256 members 
Mstep: Class 15 contains 292151 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 19 contains 10048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480016.000000 Penalty: 39790.128906
Iteration 319Q: 19 clusters Score -8.448002e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10885 members 
Mstep: Class 3 contains 173710 members 
Mstep: Class 4 contains 16498 members 
Mstep: Class 5 contains 57396 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 112888 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 39227 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 24638 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 24294 members 
Mstep: Class 15 contains 291714 members 
Mstep: Class 16 contains 6456 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 19 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479760.000000 Penalty: 39790.128906
Iteration 320F: 19 clusters Score -8.447976e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 3 contains 174604 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 57345 members 
Mstep: Class 6 contains 12769 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 112314 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 39535 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 24857 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 24337 members 
Mstep: Class 15 contains 291353 members 
Mstep: Class 16 contains 6608 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 19 contains 9960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479088.000000 Penalty: 39790.128906
Iteration 321Q: 19 clusters Score -8.447909e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10869 members 
Mstep: Class 3 contains 175422 members 
Mstep: Class 4 contains 16497 members 
Mstep: Class 5 contains 57278 members 
Mstep: Class 6 contains 12796 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 111789 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 39837 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 25027 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 24375 members 
Mstep: Class 15 contains 291040 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 19 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479128.000000 Penalty: 39790.128906
Iteration 322Q: 19 clusters Score -8.447913e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 176182 members 
Mstep: Class 4 contains 16496 members 
Mstep: Class 5 contains 57239 members 
Mstep: Class 6 contains 12811 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 111305 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 40093 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 25197 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 24405 members 
Mstep: Class 15 contains 290750 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 19 contains 10046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479248.000000 Penalty: 39790.128906
Iteration 323Q: 19 clusters Score -8.447925e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10832 members 
Mstep: Class 3 contains 176790 members 
Mstep: Class 4 contains 16500 members 
Mstep: Class 5 contains 57182 members 
Mstep: Class 6 contains 12815 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 110845 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 40341 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 25360 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 290556 members 
Mstep: Class 16 contains 7017 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 19 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478912.000000 Penalty: 39790.128906
Iteration 324Q: 19 clusters Score -8.447891e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10817 members 
Mstep: Class 3 contains 177375 members 
Mstep: Class 4 contains 16496 members 
Mstep: Class 5 contains 57144 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 110475 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 40567 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 25495 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 24465 members 
Mstep: Class 15 contains 290337 members 
Mstep: Class 16 contains 7136 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 19 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478568.000000 Penalty: 39790.128906
Iteration 325Q: 19 clusters Score -8.447857e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10811 members 
Mstep: Class 3 contains 177849 members 
Mstep: Class 4 contains 16483 members 
Mstep: Class 5 contains 57127 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 110129 members 
Mstep: Class 9 contains 5538 members 
Mstep: Class 10 contains 40772 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 25656 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 24503 members 
Mstep: Class 15 contains 290207 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 19 contains 10238 members 
Entering Unmasked Estep 
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Iteration 326Q: 19 clusters Score -8.447858e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10808 members 
Mstep: Class 3 contains 178260 members 
Mstep: Class 4 contains 16462 members 
Mstep: Class 5 contains 57104 members 
Mstep: Class 6 contains 12799 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 109795 members 
Mstep: Class 9 contains 5538 members 
Mstep: Class 10 contains 40996 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 25802 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 24535 members 
Mstep: Class 15 contains 290094 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 19 contains 10334 members 
Entering Unmasked Estep 
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Iteration 327Q: 19 clusters Score -8.44784e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 10805 members 
Mstep: Class 3 contains 178615 members 
Mstep: Class 4 contains 16444 members 
Mstep: Class 5 contains 57066 members 
Mstep: Class 6 contains 12797 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 109512 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 41227 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 25937 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 24562 members 
Mstep: Class 15 contains 289988 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 4253 members 
Mstep: Class 19 contains 10408 members 
Entering Unmasked Estep 
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Iteration 328Q: 19 clusters Score -8.447846e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10808 members 
Mstep: Class 3 contains 179003 members 
Mstep: Class 4 contains 16432 members 
Mstep: Class 5 contains 57018 members 
Mstep: Class 6 contains 12794 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 109205 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 41435 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 26062 members 
Mstep: Class 13 contains 3019 members 
Mstep: Class 14 contains 24592 members 
Mstep: Class 15 contains 289886 members 
Mstep: Class 16 contains 7578 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 19 contains 10479 members 
Entering Unmasked Estep 
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Iteration 329Q: 19 clusters Score -8.447818e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 179390 members 
Mstep: Class 4 contains 16425 members 
Mstep: Class 5 contains 56963 members 
Mstep: Class 6 contains 12795 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 108904 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 41639 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 26192 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 14 contains 24609 members 
Mstep: Class 15 contains 289797 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 19 contains 10560 members 
Entering Unmasked Estep 
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Iteration 330Q: 19 clusters Score -8.44781e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 179723 members 
Mstep: Class 4 contains 16419 members 
Mstep: Class 5 contains 56874 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 108586 members 
Mstep: Class 9 contains 5561 members 
Mstep: Class 10 contains 41853 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 26323 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 24636 members 
Mstep: Class 15 contains 289705 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 19 contains 10667 members 
Entering Unmasked Estep 
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Iteration 331Q: 19 clusters Score -8.447767e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10791 members 
Mstep: Class 3 contains 180008 members 
Mstep: Class 4 contains 16414 members 
Mstep: Class 5 contains 56758 members 
Mstep: Class 6 contains 12800 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 108286 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 42058 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 26463 members 
Mstep: Class 13 contains 3019 members 
Mstep: Class 14 contains 24665 members 
Mstep: Class 15 contains 289653 members 
Mstep: Class 16 contains 7915 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 19 contains 10758 members 
Entering Unmasked Estep 
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Iteration 332Q: 19 clusters Score -8.44776e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10782 members 
Mstep: Class 3 contains 180217 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 56671 members 
Mstep: Class 6 contains 12805 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 107979 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 42285 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 26605 members 
Mstep: Class 13 contains 3019 members 
Mstep: Class 14 contains 24691 members 
Mstep: Class 15 contains 289603 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 19 contains 10849 members 
Entering Unmasked Estep 
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Iteration 333Q: 19 clusters Score -8.447772e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10782 members 
Mstep: Class 3 contains 180342 members 
Mstep: Class 4 contains 16398 members 
Mstep: Class 5 contains 56621 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 107677 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 26718 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 24719 members 
Mstep: Class 15 contains 289677 members 
Mstep: Class 16 contains 8119 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 19 contains 10925 members 
Entering Unmasked Estep 
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Iteration 334Q: 19 clusters Score -8.447792e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10782 members 
Mstep: Class 3 contains 180406 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 56561 members 
Mstep: Class 6 contains 12798 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 107363 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 42730 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 26843 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 15 contains 289763 members 
Mstep: Class 16 contains 8200 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 19 contains 11019 members 
Entering Unmasked Estep 
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Iteration 335Q: 19 clusters Score -8.447816e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10775 members 
Mstep: Class 3 contains 180455 members 
Mstep: Class 4 contains 16405 members 
Mstep: Class 5 contains 56479 members 
Mstep: Class 6 contains 12796 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 107048 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 42939 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 15 contains 289839 members 
Mstep: Class 16 contains 8272 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 19 contains 11128 members 
Entering Unmasked Estep 
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Iteration 336Q: 19 clusters Score -8.447798e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 180435 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 56452 members 
Mstep: Class 6 contains 12794 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 106775 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 27084 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 15 contains 289941 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 19 contains 11245 members 
Entering Unmasked Estep 
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Iteration 337Q: 19 clusters Score -8.44777e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10770 members 
Mstep: Class 3 contains 180447 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 56409 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 106495 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 43312 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 27211 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 289973 members 
Mstep: Class 16 contains 8411 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 19 contains 11384 members 
Entering Unmasked Estep 
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Iteration 338Q: 19 clusters Score -8.447778e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 180442 members 
Mstep: Class 4 contains 16419 members 
Mstep: Class 5 contains 56358 members 
Mstep: Class 6 contains 12785 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 106244 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 43502 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 27319 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 24826 members 
Mstep: Class 15 contains 289994 members 
Mstep: Class 16 contains 8488 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 19 contains 11512 members 
Entering Unmasked Estep 
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Iteration 339Q: 19 clusters Score -8.447786e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 180442 members 
Mstep: Class 4 contains 16421 members 
Mstep: Class 5 contains 56300 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 106000 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 43671 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 27431 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 290013 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 19 contains 11635 members 
Entering Unmasked Estep 
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Iteration 340F: 19 clusters Score -8.447784e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 180440 members 
Mstep: Class 4 contains 16421 members 
Mstep: Class 5 contains 56260 members 
Mstep: Class 6 contains 12770 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 105748 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 43835 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 27550 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 15 contains 289994 members 
Mstep: Class 16 contains 8617 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 19 contains 11755 members 
Entering Unmasked Estep 
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Iteration 341Q: 19 clusters Score -8.44777e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 10729 members 
Mstep: Class 3 contains 180425 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 56182 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 105475 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 44011 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 27670 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 15 contains 290007 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 19 contains 11878 members 
Entering Unmasked Estep 
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Iteration 342Q: 19 clusters Score -8.447757e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 180488 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 56075 members 
Mstep: Class 6 contains 12750 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 105206 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 44171 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 27760 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 24898 members 
Mstep: Class 15 contains 289985 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 19 contains 11993 members 
Entering Unmasked Estep 
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Iteration 343Q: 19 clusters Score -8.447784e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 180592 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 55962 members 
Mstep: Class 6 contains 12751 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 104911 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 44335 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 27836 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 24914 members 
Mstep: Class 15 contains 289943 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 19 contains 12098 members 
Entering Unmasked Estep 
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Iteration 344Q: 19 clusters Score -8.447778e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 180683 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 55867 members 
Mstep: Class 6 contains 12753 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 104696 members 
Mstep: Class 9 contains 5614 members 
Mstep: Class 10 contains 44464 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 27912 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 24924 members 
Mstep: Class 15 contains 289903 members 
Mstep: Class 16 contains 8915 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 19 contains 12185 members 
Entering Unmasked Estep 
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Iteration 345Q: 19 clusters Score -8.447766e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 180711 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 55796 members 
Mstep: Class 6 contains 12743 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 104441 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 44580 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 28001 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 24941 members 
Mstep: Class 15 contains 289937 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 19 contains 12274 members 
Entering Unmasked Estep 
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Iteration 346Q: 19 clusters Score -8.447753e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 180728 members 
Mstep: Class 4 contains 16415 members 
Mstep: Class 5 contains 55706 members 
Mstep: Class 6 contains 12747 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 104182 members 
Mstep: Class 9 contains 5625 members 
Mstep: Class 10 contains 44694 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 28070 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 24961 members 
Mstep: Class 15 contains 289951 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 19 contains 12373 members 
Entering Unmasked Estep 
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Iteration 347Q: 19 clusters Score -8.447775e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 180718 members 
Mstep: Class 4 contains 16417 members 
Mstep: Class 5 contains 55633 members 
Mstep: Class 6 contains 12748 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 103907 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 44803 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 28149 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 15 contains 289961 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 19 contains 12478 members 
Entering Unmasked Estep 
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Iteration 348Q: 19 clusters Score -8.44779e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 180662 members 
Mstep: Class 4 contains 16417 members 
Mstep: Class 5 contains 55568 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 103632 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 28206 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 24983 members 
Mstep: Class 15 contains 290022 members 
Mstep: Class 16 contains 9266 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 19 contains 12586 members 
Entering Unmasked Estep 
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Iteration 349Q: 19 clusters Score -8.447778e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 180661 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 55489 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 103382 members 
Mstep: Class 9 contains 5637 members 
Mstep: Class 10 contains 45056 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 28274 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 24986 members 
Mstep: Class 15 contains 290003 members 
Mstep: Class 16 contains 9358 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 19 contains 12705 members 
Entering Unmasked Estep 
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Iteration 350Q: 19 clusters Score -8.447788e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 180714 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 55412 members 
Mstep: Class 6 contains 12739 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 103139 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 45160 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 28325 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 14 contains 24996 members 
Mstep: Class 15 contains 289939 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 19 contains 12836 members 
Entering Unmasked Estep 
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Iteration 351Q: 19 clusters Score -8.447764e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 180724 members 
Mstep: Class 4 contains 16417 members 
Mstep: Class 5 contains 55353 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 102871 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 28384 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 25008 members 
Mstep: Class 15 contains 289901 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 19 contains 12994 members 
Entering Unmasked Estep 
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Iteration 352Q: 19 clusters Score -8.447771e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 180680 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 55305 members 
Mstep: Class 6 contains 12730 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 102619 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 45351 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 28444 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 25018 members 
Mstep: Class 15 contains 289878 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 19 contains 13174 members 
Entering Unmasked Estep 
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Iteration 353Q: 19 clusters Score -8.447766e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 180613 members 
Mstep: Class 4 contains 16415 members 
Mstep: Class 5 contains 55274 members 
Mstep: Class 6 contains 12724 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 102370 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 45436 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 28502 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 289850 members 
Mstep: Class 16 contains 9731 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 19 contains 13352 members 
Entering Unmasked Estep 
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Iteration 354Q: 19 clusters Score -8.44777e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 180606 members 
Mstep: Class 4 contains 16412 members 
Mstep: Class 5 contains 55220 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 102104 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 28568 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 289812 members 
Mstep: Class 16 contains 9822 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 19 contains 13527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477760.000000 Penalty: 39790.128906
Iteration 355Q: 19 clusters Score -8.447776e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 180603 members 
Mstep: Class 4 contains 16419 members 
Mstep: Class 5 contains 55173 members 
Mstep: Class 6 contains 12711 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 101855 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 28640 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 289768 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 19 contains 13667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477960.000000 Penalty: 39790.128906
Iteration 356Q: 19 clusters Score -8.447796e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 180614 members 
Mstep: Class 4 contains 16427 members 
Mstep: Class 5 contains 55119 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 101586 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 45638 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 28701 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25063 members 
Mstep: Class 15 contains 289750 members 
Mstep: Class 16 contains 9972 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 19 contains 13815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477920.000000 Penalty: 39790.128906
Iteration 357Q: 19 clusters Score -8.447792e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 180608 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 55090 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 101337 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 45686 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 28773 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 25072 members 
Mstep: Class 15 contains 289738 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 19 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477744.000000 Penalty: 39790.128906
Iteration 358Q: 19 clusters Score -8.447774e+07 nChanged 1113
Entering ConstructFrom: 
Score: -84477744.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -331979.312500 Penalty: 1305.732910
	Iteration 0F: 2 clusters Score -331979.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -329190.437500 Penalty: 2611.465820
	Iteration 0F: 3 clusters Score -329190.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -329866.468750 Penalty: 2611.465820
	Iteration 1F: 3 clusters Score -329866.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -330012.562500 Penalty: 2611.465820
	Iteration 2F: 3 clusters Score -330012.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -330095.968750 Penalty: 2611.465820
	Iteration 3Q: 3 clusters Score -330096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330161.625000 Penalty: 2611.465820
	Iteration 4Q: 3 clusters Score -330161.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -330214.125000 Penalty: 2611.465820
	Iteration 5Q: 3 clusters Score -330214.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -330257.062500 Penalty: 2611.465820
	Iteration 6Q: 3 clusters Score -330257.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -330287.375000 Penalty: 2611.465820
	Iteration 7Q: 3 clusters Score -330287.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -330311.093750 Penalty: 2611.465820
	Iteration 8Q: 3 clusters Score -330311.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -330337.062500 Penalty: 2611.465820
	Iteration 9Q: 3 clusters Score -330337.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330366.343750 Penalty: 2611.465820
	Iteration 10Q: 3 clusters Score -330366.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -330389.406250 Penalty: 2611.465820
	Iteration 11Q: 3 clusters Score -330389.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330411.562500 Penalty: 2611.465820
	Iteration 12Q: 3 clusters Score -330411.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -330431.687500 Penalty: 2611.465820
	Iteration 13Q: 3 clusters Score -330431.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330452.093750 Penalty: 2611.465820
	Iteration 14Q: 3 clusters Score -330452.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -330479.125000 Penalty: 2611.465820
	Iteration 15Q: 3 clusters Score -330479.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -330514.000000 Penalty: 2611.465820
	Iteration 16Q: 3 clusters Score -330514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -330535.718750 Penalty: 2611.465820
	Iteration 17Q: 3 clusters Score -330535.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -330552.750000 Penalty: 2611.465820
	Iteration 18Q: 3 clusters Score -330552.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -330571.875000 Penalty: 2611.465820
	Iteration 19Q: 3 clusters Score -330571.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -330589.531250 Penalty: 2611.465820
	Iteration 20F: 3 clusters Score -330589.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -330604.531250 Penalty: 2611.465820
	Iteration 21Q: 3 clusters Score -330604.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -330621.406250 Penalty: 2611.465820
	Iteration 22Q: 3 clusters Score -330621.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -330636.906250 Penalty: 2611.465820
	Iteration 23Q: 3 clusters Score -330636.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -330654.406250 Penalty: 2611.465820
	Iteration 24Q: 3 clusters Score -330654.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -330671.968750 Penalty: 2611.465820
	Iteration 25Q: 3 clusters Score -330672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -330695.906250 Penalty: 2611.465820
	Iteration 26Q: 3 clusters Score -330695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -330725.937500 Penalty: 2611.465820
	Iteration 27Q: 3 clusters Score -330725.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -330752.093750 Penalty: 2611.465820
	Iteration 28Q: 3 clusters Score -330752.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -330766.906250 Penalty: 2611.465820
	Iteration 29Q: 3 clusters Score -330766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -330781.343750 Penalty: 2611.465820
	Iteration 30Q: 3 clusters Score -330781.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -330792.968750 Penalty: 2611.465820
	Iteration 31Q: 3 clusters Score -330793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -330804.187500 Penalty: 2611.465820
	Iteration 32Q: 3 clusters Score -330804.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -330814.000000 Penalty: 2611.465820
	Iteration 33Q: 3 clusters Score -330814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330819.250000 Penalty: 2611.465820
	Iteration 34Q: 3 clusters Score -330819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330820.843750 Penalty: 2611.465820
	Iteration 35Q: 3 clusters Score -330820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -330824.656250 Penalty: 2611.465820
	Iteration 36Q: 3 clusters Score -330824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -330827.531250 Penalty: 2611.465820
	Iteration 37Q: 3 clusters Score -330827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -330831.062500 Penalty: 2611.465820
	Iteration 38Q: 3 clusters Score -330831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -330835.843750 Penalty: 2611.465820
	Iteration 39Q: 3 clusters Score -330835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -330844.593750 Penalty: 2611.465820
	Iteration 40F: 3 clusters Score -330844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -330848.656250 Penalty: 2611.465820
	Iteration 41Q: 3 clusters Score -330848.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -330852.000000 Penalty: 2611.465820
	Iteration 42Q: 3 clusters Score -330852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -330856.375000 Penalty: 2611.465820
	Iteration 43Q: 3 clusters Score -330856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -330858.500000 Penalty: 2611.465820
	Iteration 44Q: 3 clusters Score -330858.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -330863.906250 Penalty: 2611.465820
	Iteration 45Q: 3 clusters Score -330863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -330867.218750 Penalty: 2611.465820
	Iteration 46Q: 3 clusters Score -330867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -330870.187500 Penalty: 2611.465820
	Iteration 47Q: 3 clusters Score -330870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -330872.875000 Penalty: 2611.465820
	Iteration 48Q: 3 clusters Score -330872.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -330875.593750 Penalty: 2611.465820
	Iteration 49Q: 3 clusters Score -330875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -330878.156250 Penalty: 2611.465820
	Iteration 50Q: 3 clusters Score -330878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -330882.406250 Penalty: 2611.465820
	Iteration 51Q: 3 clusters Score -330882.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -330892.281250 Penalty: 2611.465820
	Iteration 52Q: 3 clusters Score -330892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -330900.031250 Penalty: 2611.465820
	Iteration 53Q: 3 clusters Score -330900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -330904.625000 Penalty: 2611.465820
	Iteration 54Q: 3 clusters Score -330904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -330907.125000 Penalty: 2611.465820
	Iteration 55Q: 3 clusters Score -330907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -330907.593750 Penalty: 2611.465820
	Iteration 56Q: 3 clusters Score -330907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -330908.031250 Penalty: 2611.465820
	Iteration 57Q: 3 clusters Score -330908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -330908.031250 Penalty: 2611.465820
	Iteration 58F: 3 clusters Score -330908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Entering Unmasked Estep 
Score: -1113357.000000 Penalty: 1507.188110
	Iteration 0F: 2 clusters Score -1113357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1105656.000000 Penalty: 3014.376221
	Iteration 0F: 3 clusters Score -1105656 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1108388.625000 Penalty: 3014.376221
	Iteration 1F: 3 clusters Score -1108389 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1108727.625000 Penalty: 3014.376221
	Iteration 2F: 3 clusters Score -1108728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1109002.750000 Penalty: 3014.376221
	Iteration 3F: 3 clusters Score -1109003 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1109255.875000 Penalty: 3014.376221
	Iteration 4Q: 3 clusters Score -1109256 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1109516.125000 Penalty: 3014.376221
	Iteration 5Q: 3 clusters Score -1109516 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1109812.125000 Penalty: 3014.376221
	Iteration 6Q: 3 clusters Score -1109812 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1110143.875000 Penalty: 3014.376221
	Iteration 7Q: 3 clusters Score -1110144 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1110528.500000 Penalty: 3014.376221
	Iteration 8F: 3 clusters Score -1110528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1110971.250000 Penalty: 3014.376221
	Iteration 9F: 3 clusters Score -1110971 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1111336.875000 Penalty: 3014.376221
	Iteration 10Q: 3 clusters Score -1111337 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1111635.250000 Penalty: 3014.376221
	Iteration 11Q: 3 clusters Score -1111635 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1111832.375000 Penalty: 3014.376221
	Iteration 12Q: 3 clusters Score -1111832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1111951.250000 Penalty: 3014.376221
	Iteration 13Q: 3 clusters Score -1111951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1112045.375000 Penalty: 3014.376221
	Iteration 14Q: 3 clusters Score -1112045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1112098.750000 Penalty: 3014.376221
	Iteration 15Q: 3 clusters Score -1112099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1112130.000000 Penalty: 3014.376221
	Iteration 16Q: 3 clusters Score -1112130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1112146.125000 Penalty: 3014.376221
	Iteration 17Q: 3 clusters Score -1112146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1112157.125000 Penalty: 3014.376221
	Iteration 18Q: 3 clusters Score -1112157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1112164.875000 Penalty: 3014.376221
	Iteration 19Q: 3 clusters Score -1112165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1112173.250000 Penalty: 3014.376221
	Iteration 20F: 3 clusters Score -1112173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1112174.625000 Penalty: 3014.376221
	Iteration 21Q: 3 clusters Score -1112175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1112175.375000 Penalty: 3014.376221
	Iteration 22Q: 3 clusters Score -1112175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1112179.625000 Penalty: 3014.376221
	Iteration 23Q: 3 clusters Score -1112180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1112181.000000 Penalty: 3014.376221
	Iteration 24Q: 3 clusters Score -1112181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1112180.875000 Penalty: 3014.376221
	Iteration 25Q: 3 clusters Score -1112181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1112180.875000 Penalty: 3014.376221
	Iteration 26F: 3 clusters Score -1112181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180549 members 
Entering Unmasked Estep 
Score: -19277486.000000 Penalty: 1966.860596
	Iteration 0F: 2 clusters Score -1.927749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -19163738.000000 Penalty: 3933.721191
	Iteration 0F: 3 clusters Score -1.916374e+07 nChanged 87552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -19215372.000000 Penalty: 3933.721191
	Iteration 1F: 3 clusters Score -1.921537e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -19216636.000000 Penalty: 3933.721191
	Iteration 2Q: 3 clusters Score -1.921664e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -19218922.000000 Penalty: 3933.721191
	Iteration 3Q: 3 clusters Score -1.921892e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 115139 members 
Entering Unmasked Estep 
Score: -19223504.000000 Penalty: 3933.721191
	Iteration 4F: 3 clusters Score -1.92235e+07 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -19232372.000000 Penalty: 3933.721191
	Iteration 5F: 3 clusters Score -1.923237e+07 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -19246888.000000 Penalty: 3933.721191
	Iteration 6F: 3 clusters Score -1.924689e+07 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 161624 members 
Entering Unmasked Estep 
Score: -19261306.000000 Penalty: 3933.721191
	Iteration 7F: 3 clusters Score -1.926131e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 173085 members 
Entering Unmasked Estep 
Score: -19269942.000000 Penalty: 3933.721191
	Iteration 8F: 3 clusters Score -1.926994e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -19273920.000000 Penalty: 3933.721191
	Iteration 9Q: 3 clusters Score -1.927392e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -19275112.000000 Penalty: 3933.721191
	Iteration 10Q: 3 clusters Score -1.927511e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180167 members 
Entering Unmasked Estep 
Score: -19275440.000000 Penalty: 3933.721191
	Iteration 11Q: 3 clusters Score -1.927544e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -19275574.000000 Penalty: 3933.721191
	Iteration 12Q: 3 clusters Score -1.927557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180295 members 
Entering Unmasked Estep 
Score: -19275614.000000 Penalty: 3933.721191
	Iteration 13Q: 3 clusters Score -1.927561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 180319 members 
Entering Unmasked Estep 
Score: -19275668.000000 Penalty: 3933.721191
	Iteration 14Q: 3 clusters Score -1.927567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180326 members 
Entering Unmasked Estep 
Score: -19275710.000000 Penalty: 3933.721191
	Iteration 15Q: 3 clusters Score -1.927571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -19275730.000000 Penalty: 3933.721191
	Iteration 16Q: 3 clusters Score -1.927573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180332 members 
Entering Unmasked Estep 
Score: -19275718.000000 Penalty: 3933.721191
	Iteration 17Q: 3 clusters Score -1.927572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 180334 members 
Entering Unmasked Estep 
Score: -19275730.000000 Penalty: 3933.721191
	Iteration 18Q: 3 clusters Score -1.927573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180337 members 
Entering Unmasked Estep 
Score: -19275734.000000 Penalty: 3933.721191
	Iteration 19Q: 3 clusters Score -1.927573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180339 members 
Entering Unmasked Estep 
Score: -19275736.000000 Penalty: 3933.721191
	Iteration 20F: 3 clusters Score -1.927574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180341 members 
Entering Unmasked Estep 
Score: -19275736.000000 Penalty: 3933.721191
	Iteration 21Q: 3 clusters Score -1.927574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180341 members 
Entering Unmasked Estep 
Score: -19275742.000000 Penalty: 3933.721191
	Iteration 22Q: 3 clusters Score -1.927574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180340 members 
Entering Unmasked Estep 
Score: -19275746.000000 Penalty: 3933.721191
	Iteration 23Q: 3 clusters Score -1.927575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180340 members 
Entering Unmasked Estep 
Score: -19275746.000000 Penalty: 3933.721191
	Iteration 24F: 3 clusters Score -1.927575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -1735512.250000 Penalty: 1577.306152
	Iteration 0F: 2 clusters Score -1735512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1724227.625000 Penalty: 3154.612305
	Iteration 0F: 3 clusters Score -1724228 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1728328.500000 Penalty: 3154.612305
	Iteration 1F: 3 clusters Score -1728328 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1728713.750000 Penalty: 3154.612305
	Iteration 2F: 3 clusters Score -1728714 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1729064.250000 Penalty: 3154.612305
	Iteration 3F: 3 clusters Score -1729064 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1729365.750000 Penalty: 3154.612305
	Iteration 4Q: 3 clusters Score -1729366 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1729656.250000 Penalty: 3154.612305
	Iteration 5Q: 3 clusters Score -1729656 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1729948.375000 Penalty: 3154.612305
	Iteration 6Q: 3 clusters Score -1729948 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1730261.125000 Penalty: 3154.612305
	Iteration 7Q: 3 clusters Score -1730261 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1730590.000000 Penalty: 3154.612305
	Iteration 8Q: 3 clusters Score -1730590 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1730940.000000 Penalty: 3154.612305
	Iteration 9Q: 3 clusters Score -1730940 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1731336.125000 Penalty: 3154.612305
	Iteration 10Q: 3 clusters Score -1731336 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1731769.750000 Penalty: 3154.612305
	Iteration 11Q: 3 clusters Score -1731770 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1732185.000000 Penalty: 3154.612305
	Iteration 12Q: 3 clusters Score -1732185 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1732552.125000 Penalty: 3154.612305
	Iteration 13Q: 3 clusters Score -1732552 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1732834.000000 Penalty: 3154.612305
	Iteration 14Q: 3 clusters Score -1732834 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1733044.000000 Penalty: 3154.612305
	Iteration 15Q: 3 clusters Score -1733044 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1733196.875000 Penalty: 3154.612305
	Iteration 16Q: 3 clusters Score -1733197 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1733331.125000 Penalty: 3154.612305
	Iteration 17Q: 3 clusters Score -1733331 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1733446.750000 Penalty: 3154.612305
	Iteration 18Q: 3 clusters Score -1733447 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1733542.125000 Penalty: 3154.612305
	Iteration 19Q: 3 clusters Score -1733542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1733642.875000 Penalty: 3154.612305
	Iteration 20F: 3 clusters Score -1733643 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1733737.625000 Penalty: 3154.612305
	Iteration 21Q: 3 clusters Score -1733738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1733826.375000 Penalty: 3154.612305
	Iteration 22Q: 3 clusters Score -1733826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1733912.000000 Penalty: 3154.612305
	Iteration 23Q: 3 clusters Score -1733912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1733992.875000 Penalty: 3154.612305
	Iteration 24Q: 3 clusters Score -1733993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1734055.875000 Penalty: 3154.612305
	Iteration 25Q: 3 clusters Score -1734056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1734106.875000 Penalty: 3154.612305
	Iteration 26Q: 3 clusters Score -1734107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1734140.625000 Penalty: 3154.612305
	Iteration 27Q: 3 clusters Score -1734141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1734174.125000 Penalty: 3154.612305
	Iteration 28Q: 3 clusters Score -1734174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1734189.250000 Penalty: 3154.612305
	Iteration 29Q: 3 clusters Score -1734189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1734211.250000 Penalty: 3154.612305
	Iteration 30Q: 3 clusters Score -1734211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1734230.625000 Penalty: 3154.612305
	Iteration 31Q: 3 clusters Score -1734231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1734251.375000 Penalty: 3154.612305
	Iteration 32Q: 3 clusters Score -1734251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1734276.125000 Penalty: 3154.612305
	Iteration 33Q: 3 clusters Score -1734276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1734301.500000 Penalty: 3154.612305
	Iteration 34Q: 3 clusters Score -1734302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1734315.750000 Penalty: 3154.612305
	Iteration 35Q: 3 clusters Score -1734316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1734336.750000 Penalty: 3154.612305
	Iteration 36Q: 3 clusters Score -1734337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1734346.250000 Penalty: 3154.612305
	Iteration 37Q: 3 clusters Score -1734346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1734352.250000 Penalty: 3154.612305
	Iteration 38Q: 3 clusters Score -1734352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1734355.875000 Penalty: 3154.612305
	Iteration 39Q: 3 clusters Score -1734356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1734357.500000 Penalty: 3154.612305
	Iteration 40F: 3 clusters Score -1734358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1734364.000000 Penalty: 3154.612305
	Iteration 41Q: 3 clusters Score -1734364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1734366.250000 Penalty: 3154.612305
	Iteration 42Q: 3 clusters Score -1734366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1734371.250000 Penalty: 3154.612305
	Iteration 43Q: 3 clusters Score -1734371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1734370.500000 Penalty: 3154.612305
	Iteration 44Q: 3 clusters Score -1734370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1734373.875000 Penalty: 3154.612305
	Iteration 45Q: 3 clusters Score -1734374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1734373.875000 Penalty: 3154.612305
	Iteration 46Q: 3 clusters Score -1734374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1734373.875000 Penalty: 3154.612305
	Iteration 47F: 3 clusters Score -1734374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Entering Unmasked Estep 
Score: -5756755.500000 Penalty: 1773.917480
	Iteration 0F: 2 clusters Score -5756756 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 27579 members 
Entering Unmasked Estep 
Score: -5720062.000000 Penalty: 3547.834961
	Iteration 0F: 3 clusters Score -5720062 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5734829.000000 Penalty: 3547.834961
	Iteration 1F: 3 clusters Score -5734829 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5735308.000000 Penalty: 3547.834961
	Iteration 2Q: 3 clusters Score -5735308 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -5735784.000000 Penalty: 3547.834961
	Iteration 3Q: 3 clusters Score -5735784 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5736429.000000 Penalty: 3547.834961
	Iteration 4Q: 3 clusters Score -5736429 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -5737265.000000 Penalty: 3547.834961
	Iteration 5Q: 3 clusters Score -5737265 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5738351.500000 Penalty: 3547.834961
	Iteration 6Q: 3 clusters Score -5738352 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5740053.500000 Penalty: 3547.834961
	Iteration 7Q: 3 clusters Score -5740054 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -5742401.000000 Penalty: 3547.834961
	Iteration 8F: 3 clusters Score -5742401 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5744888.500000 Penalty: 3547.834961
	Iteration 9F: 3 clusters Score -5744888 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5746908.000000 Penalty: 3547.834961
	Iteration 10F: 3 clusters Score -5746908 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5748394.500000 Penalty: 3547.834961
	Iteration 11Q: 3 clusters Score -5748394 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5749470.000000 Penalty: 3547.834961
	Iteration 12Q: 3 clusters Score -5749470 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5750285.500000 Penalty: 3547.834961
	Iteration 13Q: 3 clusters Score -5750286 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -5751067.500000 Penalty: 3547.834961
	Iteration 14Q: 3 clusters Score -5751068 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5751789.500000 Penalty: 3547.834961
	Iteration 15Q: 3 clusters Score -5751790 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -5752535.500000 Penalty: 3547.834961
	Iteration 16Q: 3 clusters Score -5752536 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -5753155.000000 Penalty: 3547.834961
	Iteration 17Q: 3 clusters Score -5753155 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -5753660.000000 Penalty: 3547.834961
	Iteration 18Q: 3 clusters Score -5753660 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -5754047.500000 Penalty: 3547.834961
	Iteration 19Q: 3 clusters Score -5754048 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -5754362.500000 Penalty: 3547.834961
	Iteration 20F: 3 clusters Score -5754362 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -5754632.500000 Penalty: 3547.834961
	Iteration 21Q: 3 clusters Score -5754632 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5754805.000000 Penalty: 3547.834961
	Iteration 22Q: 3 clusters Score -5754805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -5754954.000000 Penalty: 3547.834961
	Iteration 23Q: 3 clusters Score -5754954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -5755044.000000 Penalty: 3547.834961
	Iteration 24Q: 3 clusters Score -5755044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -5755122.000000 Penalty: 3547.834961
	Iteration 25Q: 3 clusters Score -5755122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -5755167.500000 Penalty: 3547.834961
	Iteration 26Q: 3 clusters Score -5755168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -5755189.000000 Penalty: 3547.834961
	Iteration 27Q: 3 clusters Score -5755189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -5755207.500000 Penalty: 3547.834961
	Iteration 28Q: 3 clusters Score -5755208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -5755217.500000 Penalty: 3547.834961
	Iteration 29Q: 3 clusters Score -5755218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -5755226.500000 Penalty: 3547.834961
	Iteration 30Q: 3 clusters Score -5755226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -5755234.500000 Penalty: 3547.834961
	Iteration 31Q: 3 clusters Score -5755234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -5755233.500000 Penalty: 3547.834961
	Iteration 32Q: 3 clusters Score -5755234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -5755240.000000 Penalty: 3547.834961
	Iteration 33Q: 3 clusters Score -5755240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -5755234.500000 Penalty: 3547.834961
	Iteration 34Q: 3 clusters Score -5755234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -5755241.500000 Penalty: 3547.834961
	Iteration 35Q: 3 clusters Score -5755242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -5755251.500000 Penalty: 3547.834961
	Iteration 36Q: 3 clusters Score -5755252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -5755258.000000 Penalty: 3547.834961
	Iteration 37Q: 3 clusters Score -5755258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -5755261.000000 Penalty: 3547.834961
	Iteration 38Q: 3 clusters Score -5755261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -5755260.000000 Penalty: 3547.834961
	Iteration 39Q: 3 clusters Score -5755260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -5755275.000000 Penalty: 3547.834961
	Iteration 40F: 3 clusters Score -5755275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -5755271.500000 Penalty: 3547.834961
	Iteration 41Q: 3 clusters Score -5755272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -5755270.500000 Penalty: 3547.834961
	Iteration 42Q: 3 clusters Score -5755270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -5755279.000000 Penalty: 3547.834961
	Iteration 43Q: 3 clusters Score -5755279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -5755275.500000 Penalty: 3547.834961
	Iteration 44Q: 3 clusters Score -5755276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -5755280.500000 Penalty: 3547.834961
	Iteration 45Q: 3 clusters Score -5755280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -5755284.000000 Penalty: 3547.834961
	Iteration 46Q: 3 clusters Score -5755284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -5755285.000000 Penalty: 3547.834961
	Iteration 47Q: 3 clusters Score -5755285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -5755286.500000 Penalty: 3547.834961
	Iteration 48Q: 3 clusters Score -5755286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -5755290.000000 Penalty: 3547.834961
	Iteration 49Q: 3 clusters Score -5755290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -5755285.000000 Penalty: 3547.834961
	Iteration 50Q: 3 clusters Score -5755285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -5755292.000000 Penalty: 3547.834961
	Iteration 51Q: 3 clusters Score -5755292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -5755291.000000 Penalty: 3547.834961
	Iteration 52Q: 3 clusters Score -5755291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -5755292.000000 Penalty: 3547.834961
	Iteration 53Q: 3 clusters Score -5755292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -5755288.000000 Penalty: 3547.834961
	Iteration 54Q: 3 clusters Score -5755288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -5755286.000000 Penalty: 3547.834961
	Iteration 55Q: 3 clusters Score -5755286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -5755283.000000 Penalty: 3547.834961
	Iteration 56Q: 3 clusters Score -5755283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5755287.000000 Penalty: 3547.834961
	Iteration 57Q: 3 clusters Score -5755287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -5755287.500000 Penalty: 3547.834961
	Iteration 58Q: 3 clusters Score -5755288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -5755287.500000 Penalty: 3547.834961
	Iteration 59F: 3 clusters Score -5755288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Entering Unmasked Estep 
Score: -1335650.625000 Penalty: 1535.712402
	Iteration 0F: 2 clusters Score -1335651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1326836.500000 Penalty: 3071.424805
	Iteration 0F: 3 clusters Score -1326836 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1329925.000000 Penalty: 3071.424805
	Iteration 1F: 3 clusters Score -1329925 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1330273.375000 Penalty: 3071.424805
	Iteration 2F: 3 clusters Score -1330273 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1330621.750000 Penalty: 3071.424805
	Iteration 3F: 3 clusters Score -1330622 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1331065.000000 Penalty: 3071.424805
	Iteration 4F: 3 clusters Score -1331065 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1331563.875000 Penalty: 3071.424805
	Iteration 5F: 3 clusters Score -1331564 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1332054.750000 Penalty: 3071.424805
	Iteration 6F: 3 clusters Score -1332055 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1332576.375000 Penalty: 3071.424805
	Iteration 7F: 3 clusters Score -1332576 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1333096.125000 Penalty: 3071.424805
	Iteration 8F: 3 clusters Score -1333096 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1333509.250000 Penalty: 3071.424805
	Iteration 9Q: 3 clusters Score -1333509 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1333835.125000 Penalty: 3071.424805
	Iteration 10Q: 3 clusters Score -1333835 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1334095.500000 Penalty: 3071.424805
	Iteration 11Q: 3 clusters Score -1334096 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1334275.250000 Penalty: 3071.424805
	Iteration 12Q: 3 clusters Score -1334275 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1334407.750000 Penalty: 3071.424805
	Iteration 13Q: 3 clusters Score -1334408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1334488.250000 Penalty: 3071.424805
	Iteration 14Q: 3 clusters Score -1334488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1334546.000000 Penalty: 3071.424805
	Iteration 15Q: 3 clusters Score -1334546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1334585.500000 Penalty: 3071.424805
	Iteration 16Q: 3 clusters Score -1334586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1334601.000000 Penalty: 3071.424805
	Iteration 17Q: 3 clusters Score -1334601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1334616.250000 Penalty: 3071.424805
	Iteration 18Q: 3 clusters Score -1334616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1334626.375000 Penalty: 3071.424805
	Iteration 19Q: 3 clusters Score -1334626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1334640.500000 Penalty: 3071.424805
	Iteration 20F: 3 clusters Score -1334640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1334648.125000 Penalty: 3071.424805
	Iteration 21Q: 3 clusters Score -1334648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1334655.375000 Penalty: 3071.424805
	Iteration 22Q: 3 clusters Score -1334655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1334663.000000 Penalty: 3071.424805
	Iteration 23Q: 3 clusters Score -1334663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1334668.500000 Penalty: 3071.424805
	Iteration 24Q: 3 clusters Score -1334668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1334674.375000 Penalty: 3071.424805
	Iteration 25Q: 3 clusters Score -1334674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1334675.375000 Penalty: 3071.424805
	Iteration 26Q: 3 clusters Score -1334675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1334675.250000 Penalty: 3071.424805
	Iteration 27Q: 3 clusters Score -1334675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1334677.375000 Penalty: 3071.424805
	Iteration 28Q: 3 clusters Score -1334677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1334679.625000 Penalty: 3071.424805
	Iteration 29Q: 3 clusters Score -1334680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1334681.750000 Penalty: 3071.424805
	Iteration 30Q: 3 clusters Score -1334682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1334681.125000 Penalty: 3071.424805
	Iteration 31Q: 3 clusters Score -1334681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1334681.125000 Penalty: 3071.424805
	Iteration 32F: 3 clusters Score -1334681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -21920.195312 Penalty: 919.665833
	Iteration 0F: 2 clusters Score -21920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21225.757812 Penalty: 1839.331665
	Iteration 0F: 3 clusters Score -21225.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21832.310547 Penalty: 1839.331665
	Iteration 1F: 3 clusters Score -21832.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22119.156250 Penalty: 1839.331665
	Iteration 2F: 3 clusters Score -22119.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22353.371094 Penalty: 1839.331665
	Iteration 3F: 3 clusters Score -22353.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22522.070312 Penalty: 1839.331665
	Iteration 4Q: 3 clusters Score -22522.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22524.019531 Penalty: 1839.331665
	Iteration 5Q: 3 clusters Score -22524.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22524.019531 Penalty: 1839.331665
	Iteration 6F: 3 clusters Score -22524.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 180549 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 55073 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 101089 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 28840 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 289745 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 122 members 
Mstep: Class 19 contains 14089 members 
Entering Unmasked Estep 
Score: -84476968.000000 Penalty: 42000.691406
Splitting cluster 7 changes total score from -84477744.000000 to -84476968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -10886804.000000 Penalty: 1872.610474
	Iteration 0F: 2 clusters Score -1.08868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -10819108.000000 Penalty: 3745.220947
	Iteration 0F: 3 clusters Score -1.081911e+07 nChanged 48377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -10847682.000000 Penalty: 3745.220947
	Iteration 1F: 3 clusters Score -1.084768e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -10848763.000000 Penalty: 3745.220947
	Iteration 2Q: 3 clusters Score -1.084876e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -10850196.000000 Penalty: 3745.220947
	Iteration 3Q: 3 clusters Score -1.08502e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -10852194.000000 Penalty: 3745.220947
	Iteration 4Q: 3 clusters Score -1.085219e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -10854964.000000 Penalty: 3745.220947
	Iteration 5Q: 3 clusters Score -1.085496e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -10858289.000000 Penalty: 3745.220947
	Iteration 6F: 3 clusters Score -1.085829e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -10862310.000000 Penalty: 3745.220947
	Iteration 7F: 3 clusters Score -1.086231e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -10866790.000000 Penalty: 3745.220947
	Iteration 8F: 3 clusters Score -1.086679e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -10870590.000000 Penalty: 3745.220947
	Iteration 9F: 3 clusters Score -1.087059e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -10872882.000000 Penalty: 3745.220947
	Iteration 10Q: 3 clusters Score -1.087288e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -10873961.000000 Penalty: 3745.220947
	Iteration 11Q: 3 clusters Score -1.087396e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -10874671.000000 Penalty: 3745.220947
	Iteration 12Q: 3 clusters Score -1.087467e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -10875193.000000 Penalty: 3745.220947
	Iteration 13Q: 3 clusters Score -1.087519e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -10875631.000000 Penalty: 3745.220947
	Iteration 14Q: 3 clusters Score -1.087563e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10876008.000000 Penalty: 3745.220947
	Iteration 15Q: 3 clusters Score -1.087601e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -10876385.000000 Penalty: 3745.220947
	Iteration 16Q: 3 clusters Score -1.087638e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -10876762.000000 Penalty: 3745.220947
	Iteration 17Q: 3 clusters Score -1.087676e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -10877246.000000 Penalty: 3745.220947
	Iteration 18Q: 3 clusters Score -1.087725e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -10877732.000000 Penalty: 3745.220947
	Iteration 19Q: 3 clusters Score -1.087773e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -10878187.000000 Penalty: 3745.220947
	Iteration 20F: 3 clusters Score -1.087819e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -10878616.000000 Penalty: 3745.220947
	Iteration 21Q: 3 clusters Score -1.087862e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -10879056.000000 Penalty: 3745.220947
	Iteration 22Q: 3 clusters Score -1.087906e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10879507.000000 Penalty: 3745.220947
	Iteration 23Q: 3 clusters Score -1.087951e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -10880046.000000 Penalty: 3745.220947
	Iteration 24Q: 3 clusters Score -1.088005e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -10880543.000000 Penalty: 3745.220947
	Iteration 25Q: 3 clusters Score -1.088054e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -10881082.000000 Penalty: 3745.220947
	Iteration 26Q: 3 clusters Score -1.088108e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -10881624.000000 Penalty: 3745.220947
	Iteration 27Q: 3 clusters Score -1.088162e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -10882089.000000 Penalty: 3745.220947
	Iteration 28Q: 3 clusters Score -1.088209e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -10882569.000000 Penalty: 3745.220947
	Iteration 29Q: 3 clusters Score -1.088257e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -10882976.000000 Penalty: 3745.220947
	Iteration 30Q: 3 clusters Score -1.088298e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -10883368.000000 Penalty: 3745.220947
	Iteration 31Q: 3 clusters Score -1.088337e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -10883663.000000 Penalty: 3745.220947
	Iteration 32Q: 3 clusters Score -1.088366e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -10883939.000000 Penalty: 3745.220947
	Iteration 33Q: 3 clusters Score -1.088394e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -10884154.000000 Penalty: 3745.220947
	Iteration 34Q: 3 clusters Score -1.088415e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -10884364.000000 Penalty: 3745.220947
	Iteration 35Q: 3 clusters Score -1.088436e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -10884516.000000 Penalty: 3745.220947
	Iteration 36Q: 3 clusters Score -1.088452e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -10884616.000000 Penalty: 3745.220947
	Iteration 37Q: 3 clusters Score -1.088462e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -10884702.000000 Penalty: 3745.220947
	Iteration 38Q: 3 clusters Score -1.08847e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -10884806.000000 Penalty: 3745.220947
	Iteration 39Q: 3 clusters Score -1.088481e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -10884881.000000 Penalty: 3745.220947
	Iteration 40F: 3 clusters Score -1.088488e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -10884937.000000 Penalty: 3745.220947
	Iteration 41Q: 3 clusters Score -1.088494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -10885001.000000 Penalty: 3745.220947
	Iteration 42Q: 3 clusters Score -1.0885e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -10885031.000000 Penalty: 3745.220947
	Iteration 43Q: 3 clusters Score -1.088503e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -10885047.000000 Penalty: 3745.220947
	Iteration 44Q: 3 clusters Score -1.088505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -10885096.000000 Penalty: 3745.220947
	Iteration 45Q: 3 clusters Score -1.08851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -10885097.000000 Penalty: 3745.220947
	Iteration 46Q: 3 clusters Score -1.08851e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -10885121.000000 Penalty: 3745.220947
	Iteration 47Q: 3 clusters Score -1.088512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -10885122.000000 Penalty: 3745.220947
	Iteration 48Q: 3 clusters Score -1.088512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -10885132.000000 Penalty: 3745.220947
	Iteration 49Q: 3 clusters Score -1.088513e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -10885153.000000 Penalty: 3745.220947
	Iteration 50Q: 3 clusters Score -1.088515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -10885159.000000 Penalty: 3745.220947
	Iteration 51Q: 3 clusters Score -1.088516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -10885168.000000 Penalty: 3745.220947
	Iteration 52Q: 3 clusters Score -1.088517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -10885183.000000 Penalty: 3745.220947
	Iteration 53Q: 3 clusters Score -1.088518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -10885186.000000 Penalty: 3745.220947
	Iteration 54Q: 3 clusters Score -1.088519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -10885183.000000 Penalty: 3745.220947
	Iteration 55Q: 3 clusters Score -1.088518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -10885184.000000 Penalty: 3745.220947
	Iteration 56Q: 3 clusters Score -1.088518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -10885191.000000 Penalty: 3745.220947
	Iteration 57Q: 3 clusters Score -1.088519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -10885200.000000 Penalty: 3745.220947
	Iteration 58Q: 3 clusters Score -1.08852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -10885197.000000 Penalty: 3745.220947
	Iteration 59Q: 3 clusters Score -1.08852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -10885215.000000 Penalty: 3745.220947
	Iteration 60F: 3 clusters Score -1.088522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -10885216.000000 Penalty: 3745.220947
	Iteration 61Q: 3 clusters Score -1.088522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -10885219.000000 Penalty: 3745.220947
	Iteration 62Q: 3 clusters Score -1.088522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -10885228.000000 Penalty: 3745.220947
	Iteration 63Q: 3 clusters Score -1.088523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -10885225.000000 Penalty: 3745.220947
	Iteration 64Q: 3 clusters Score -1.088522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -10885228.000000 Penalty: 3745.220947
	Iteration 65Q: 3 clusters Score -1.088523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -10885224.000000 Penalty: 3745.220947
	Iteration 66Q: 3 clusters Score -1.088522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -10885224.000000 Penalty: 3745.220947
	Iteration 67Q: 3 clusters Score -1.088522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -10885226.000000 Penalty: 3745.220947
	Iteration 68Q: 3 clusters Score -1.088523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -10885227.000000 Penalty: 3745.220947
	Iteration 69Q: 3 clusters Score -1.088523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 100098 members 
Entering Unmasked Estep 
Score: -10885224.000000 Penalty: 3745.220947
	Iteration 70Q: 3 clusters Score -1.088522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -10885217.000000 Penalty: 3745.220947
	Iteration 71Q: 3 clusters Score -1.088522e+07 nChanged 4
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: -10885221.000000 Penalty: 3745.220947
	Iteration 72Q: 3 clusters Score -1.088522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -10885219.000000 Penalty: 3745.220947
	Iteration 73Q: 3 clusters Score -1.088522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -10885219.000000 Penalty: 3745.220947
	Iteration 74Q: 3 clusters Score -1.088522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -10885223.000000 Penalty: 3745.220947
	Iteration 75Q: 3 clusters Score -1.088522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -10885229.000000 Penalty: 3745.220947
	Iteration 76Q: 3 clusters Score -1.088523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -10885219.000000 Penalty: 3745.220947
	Iteration 77Q: 3 clusters Score -1.088522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -10885226.000000 Penalty: 3745.220947
	Iteration 78Q: 3 clusters Score -1.088523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -10885233.000000 Penalty: 3745.220947
	Iteration 79Q: 3 clusters Score -1.088523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -10885241.000000 Penalty: 3745.220947
	Iteration 80F: 3 clusters Score -1.088524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -10885243.000000 Penalty: 3745.220947
	Iteration 81Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 82Q: 3 clusters Score -1.088524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -10885240.000000 Penalty: 3745.220947
	Iteration 83Q: 3 clusters Score -1.088524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 84Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 85Q: 3 clusters Score -1.088524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -10885246.000000 Penalty: 3745.220947
	Iteration 86Q: 3 clusters Score -1.088525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -10885238.000000 Penalty: 3745.220947
	Iteration 87Q: 3 clusters Score -1.088524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -10885237.000000 Penalty: 3745.220947
	Iteration 88Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 89Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 90Q: 3 clusters Score -1.088524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -10885243.000000 Penalty: 3745.220947
	Iteration 91Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100174 members 
Entering Unmasked Estep 
Score: -10885241.000000 Penalty: 3745.220947
	Iteration 92Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -10885242.000000 Penalty: 3745.220947
	Iteration 93Q: 3 clusters Score -1.088524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -10885246.000000 Penalty: 3745.220947
	Iteration 94Q: 3 clusters Score -1.088525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -10885246.000000 Penalty: 3745.220947
	Iteration 95F: 3 clusters Score -1.088525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -579514.375000 Penalty: 1405.193359
	Iteration 0F: 2 clusters Score -579514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -575081.750000 Penalty: 2810.386719
	Iteration 0F: 3 clusters Score -575081.8 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -576426.437500 Penalty: 2810.386719
	Iteration 1F: 3 clusters Score -576426.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -576842.375000 Penalty: 2810.386719
	Iteration 2F: 3 clusters Score -576842.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -577316.937500 Penalty: 2810.386719
	Iteration 3F: 3 clusters Score -577316.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -577777.687500 Penalty: 2810.386719
	Iteration 4F: 3 clusters Score -577777.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -578220.937500 Penalty: 2810.386719
	Iteration 5F: 3 clusters Score -578220.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -578578.437500 Penalty: 2810.386719
	Iteration 6F: 3 clusters Score -578578.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -578834.312500 Penalty: 2810.386719
	Iteration 7F: 3 clusters Score -578834.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -579014.500000 Penalty: 2810.386719
	Iteration 8Q: 3 clusters Score -579014.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -579122.187500 Penalty: 2810.386719
	Iteration 9Q: 3 clusters Score -579122.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -579179.562500 Penalty: 2810.386719
	Iteration 10Q: 3 clusters Score -579179.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -579211.812500 Penalty: 2810.386719
	Iteration 11Q: 3 clusters Score -579211.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -579231.500000 Penalty: 2810.386719
	Iteration 12Q: 3 clusters Score -579231.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -579246.062500 Penalty: 2810.386719
	Iteration 13Q: 3 clusters Score -579246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -579254.562500 Penalty: 2810.386719
	Iteration 14Q: 3 clusters Score -579254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -579260.875000 Penalty: 2810.386719
	Iteration 15Q: 3 clusters Score -579260.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -579268.500000 Penalty: 2810.386719
	Iteration 16Q: 3 clusters Score -579268.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -579275.312500 Penalty: 2810.386719
	Iteration 17Q: 3 clusters Score -579275.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -579284.125000 Penalty: 2810.386719
	Iteration 18Q: 3 clusters Score -579284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -579292.437500 Penalty: 2810.386719
	Iteration 19Q: 3 clusters Score -579292.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -579299.562500 Penalty: 2810.386719
	Iteration 20F: 3 clusters Score -579299.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -579304.000000 Penalty: 2810.386719
	Iteration 21Q: 3 clusters Score -579304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -579307.625000 Penalty: 2810.386719
	Iteration 22Q: 3 clusters Score -579307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -579309.562500 Penalty: 2810.386719
	Iteration 23Q: 3 clusters Score -579309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -579313.312500 Penalty: 2810.386719
	Iteration 24Q: 3 clusters Score -579313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -579318.187500 Penalty: 2810.386719
	Iteration 25Q: 3 clusters Score -579318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -579322.125000 Penalty: 2810.386719
	Iteration 26Q: 3 clusters Score -579322.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -579326.687500 Penalty: 2810.386719
	Iteration 27Q: 3 clusters Score -579326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -579330.687500 Penalty: 2810.386719
	Iteration 28Q: 3 clusters Score -579330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -579335.062500 Penalty: 2810.386719
	Iteration 29Q: 3 clusters Score -579335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -579341.750000 Penalty: 2810.386719
	Iteration 30Q: 3 clusters Score -579341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -579346.375000 Penalty: 2810.386719
	Iteration 31Q: 3 clusters Score -579346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -579349.750000 Penalty: 2810.386719
	Iteration 32Q: 3 clusters Score -579349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -579352.937500 Penalty: 2810.386719
	Iteration 33Q: 3 clusters Score -579352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -579355.687500 Penalty: 2810.386719
	Iteration 34Q: 3 clusters Score -579355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -579357.562500 Penalty: 2810.386719
	Iteration 35Q: 3 clusters Score -579357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -579357.437500 Penalty: 2810.386719
	Iteration 36Q: 3 clusters Score -579357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -579357.437500 Penalty: 2810.386719
	Iteration 37F: 3 clusters Score -579357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Entering Unmasked Estep 
Score: -4972744.000000 Penalty: 1743.714966
	Iteration 0F: 2 clusters Score -4972744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4942160.500000 Penalty: 3487.429932
	Iteration 0F: 3 clusters Score -4942160 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4954495.000000 Penalty: 3487.429932
	Iteration 1F: 3 clusters Score -4954495 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4955229.500000 Penalty: 3487.429932
	Iteration 2Q: 3 clusters Score -4955230 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4956317.500000 Penalty: 3487.429932
	Iteration 3Q: 3 clusters Score -4956318 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -4957778.500000 Penalty: 3487.429932
	Iteration 4F: 3 clusters Score -4957778 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4959840.500000 Penalty: 3487.429932
	Iteration 5F: 3 clusters Score -4959840 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4962383.500000 Penalty: 3487.429932
	Iteration 6F: 3 clusters Score -4962384 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4965059.000000 Penalty: 3487.429932
	Iteration 7F: 3 clusters Score -4965059 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -4967355.500000 Penalty: 3487.429932
	Iteration 8F: 3 clusters Score -4967356 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4968828.500000 Penalty: 3487.429932
	Iteration 9Q: 3 clusters Score -4968828 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -4969748.500000 Penalty: 3487.429932
	Iteration 10Q: 3 clusters Score -4969748 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -4970304.500000 Penalty: 3487.429932
	Iteration 11Q: 3 clusters Score -4970304 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -4970626.000000 Penalty: 3487.429932
	Iteration 12Q: 3 clusters Score -4970626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -4970790.000000 Penalty: 3487.429932
	Iteration 13Q: 3 clusters Score -4970790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -4970922.500000 Penalty: 3487.429932
	Iteration 14Q: 3 clusters Score -4970922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -4971003.000000 Penalty: 3487.429932
	Iteration 15Q: 3 clusters Score -4971003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -4971069.000000 Penalty: 3487.429932
	Iteration 16Q: 3 clusters Score -4971069 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -4971110.500000 Penalty: 3487.429932
	Iteration 17Q: 3 clusters Score -4971110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -4971136.500000 Penalty: 3487.429932
	Iteration 18Q: 3 clusters Score -4971136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -4971178.000000 Penalty: 3487.429932
	Iteration 19Q: 3 clusters Score -4971178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -4971201.000000 Penalty: 3487.429932
	Iteration 20F: 3 clusters Score -4971201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -4971231.500000 Penalty: 3487.429932
	Iteration 21Q: 3 clusters Score -4971232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -4971248.000000 Penalty: 3487.429932
	Iteration 22Q: 3 clusters Score -4971248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -4971262.000000 Penalty: 3487.429932
	Iteration 23Q: 3 clusters Score -4971262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -4971285.500000 Penalty: 3487.429932
	Iteration 24Q: 3 clusters Score -4971286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -4971303.000000 Penalty: 3487.429932
	Iteration 25Q: 3 clusters Score -4971303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -4971310.500000 Penalty: 3487.429932
	Iteration 26Q: 3 clusters Score -4971310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -4971333.000000 Penalty: 3487.429932
	Iteration 27Q: 3 clusters Score -4971333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -4971356.500000 Penalty: 3487.429932
	Iteration 28Q: 3 clusters Score -4971356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -4971366.500000 Penalty: 3487.429932
	Iteration 29Q: 3 clusters Score -4971366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -4971388.000000 Penalty: 3487.429932
	Iteration 30Q: 3 clusters Score -4971388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -4971401.500000 Penalty: 3487.429932
	Iteration 31Q: 3 clusters Score -4971402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -4971420.000000 Penalty: 3487.429932
	Iteration 32Q: 3 clusters Score -4971420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -4971422.500000 Penalty: 3487.429932
	Iteration 33Q: 3 clusters Score -4971422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -4971426.500000 Penalty: 3487.429932
	Iteration 34Q: 3 clusters Score -4971426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -4971433.500000 Penalty: 3487.429932
	Iteration 35Q: 3 clusters Score -4971434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -4971439.000000 Penalty: 3487.429932
	Iteration 36Q: 3 clusters Score -4971439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4971442.000000 Penalty: 3487.429932
	Iteration 37Q: 3 clusters Score -4971442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -4971445.500000 Penalty: 3487.429932
	Iteration 38Q: 3 clusters Score -4971446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -4971445.500000 Penalty: 3487.429932
	Iteration 39Q: 3 clusters Score -4971446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4971443.000000 Penalty: 3487.429932
	Iteration 40F: 3 clusters Score -4971443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4971443.500000 Penalty: 3487.429932
	Iteration 41Q: 3 clusters Score -4971444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4971450.500000 Penalty: 3487.429932
	Iteration 42Q: 3 clusters Score -4971450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -4971455.500000 Penalty: 3487.429932
	Iteration 43Q: 3 clusters Score -4971456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -4971450.500000 Penalty: 3487.429932
	Iteration 44Q: 3 clusters Score -4971450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -4971451.500000 Penalty: 3487.429932
	Iteration 45Q: 3 clusters Score -4971452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -4971452.000000 Penalty: 3487.429932
	Iteration 46Q: 3 clusters Score -4971452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -4971454.500000 Penalty: 3487.429932
	Iteration 47Q: 3 clusters Score -4971454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -4971459.500000 Penalty: 3487.429932
	Iteration 48Q: 3 clusters Score -4971460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -4971460.000000 Penalty: 3487.429932
	Iteration 49Q: 3 clusters Score -4971460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -4971457.000000 Penalty: 3487.429932
	Iteration 50Q: 3 clusters Score -4971457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -4971456.000000 Penalty: 3487.429932
	Iteration 51Q: 3 clusters Score -4971456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -4971460.500000 Penalty: 3487.429932
	Iteration 52Q: 3 clusters Score -4971460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -4971463.000000 Penalty: 3487.429932
	Iteration 53Q: 3 clusters Score -4971463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -4971461.000000 Penalty: 3487.429932
	Iteration 54Q: 3 clusters Score -4971461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -4971460.000000 Penalty: 3487.429932
	Iteration 55Q: 3 clusters Score -4971460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -4971460.000000 Penalty: 3487.429932
	Iteration 56F: 3 clusters Score -4971460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -257912.640625 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -257912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -255507.687500 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -255507.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -256060.140625 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -256060.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -256193.781250 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -256193.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256311.328125 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -256311.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -256424.218750 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -256424.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -256522.500000 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -256522.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256582.406250 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -256582.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -256635.109375 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -256635.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -256713.281250 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -256713.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -256821.062500 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -256821.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -256939.640625 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -256939.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -257035.906250 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -257035.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -257117.531250 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -257117.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -257179.593750 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -257179.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -257222.609375 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -257222.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257257.296875 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -257257.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257298.421875 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -257298.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257326.296875 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -257326.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257353.468750 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -257353.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -257379.140625 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -257379.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -257395.843750 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -257395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257401.062500 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -257401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257404.406250 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -257404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -257407.687500 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -257407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -257408.593750 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -257408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257409.437500 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -257409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -257411.328125 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -257411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -257411.468750 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -257411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -257411.468750 Penalty: 2539.022949
	Iteration 28F: 3 clusters Score -257411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Entering Unmasked Estep 
Score: -3136428.250000 Penalty: 1668.796753
	Iteration 0F: 2 clusters Score -3136428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3116974.750000 Penalty: 3337.593506
	Iteration 0F: 3 clusters Score -3116975 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3124597.500000 Penalty: 3337.593506
	Iteration 1F: 3 clusters Score -3124598 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3125240.750000 Penalty: 3337.593506
	Iteration 2Q: 3 clusters Score -3125241 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3126099.250000 Penalty: 3337.593506
	Iteration 3F: 3 clusters Score -3126099 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3127314.250000 Penalty: 3337.593506
	Iteration 4F: 3 clusters Score -3127314 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3128833.500000 Penalty: 3337.593506
	Iteration 5F: 3 clusters Score -3128834 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3130549.750000 Penalty: 3337.593506
	Iteration 6F: 3 clusters Score -3130550 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3132089.500000 Penalty: 3337.593506
	Iteration 7F: 3 clusters Score -3132090 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3133027.250000 Penalty: 3337.593506
	Iteration 8Q: 3 clusters Score -3133027 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3133538.250000 Penalty: 3337.593506
	Iteration 9Q: 3 clusters Score -3133538 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3133813.500000 Penalty: 3337.593506
	Iteration 10Q: 3 clusters Score -3133814 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3134004.500000 Penalty: 3337.593506
	Iteration 11Q: 3 clusters Score -3134004 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3134151.000000 Penalty: 3337.593506
	Iteration 12Q: 3 clusters Score -3134151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3134272.750000 Penalty: 3337.593506
	Iteration 13Q: 3 clusters Score -3134273 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3134380.750000 Penalty: 3337.593506
	Iteration 14Q: 3 clusters Score -3134381 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3134441.500000 Penalty: 3337.593506
	Iteration 15Q: 3 clusters Score -3134442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3134491.000000 Penalty: 3337.593506
	Iteration 16Q: 3 clusters Score -3134491 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3134556.000000 Penalty: 3337.593506
	Iteration 17Q: 3 clusters Score -3134556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3134605.250000 Penalty: 3337.593506
	Iteration 18Q: 3 clusters Score -3134605 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3134637.000000 Penalty: 3337.593506
	Iteration 19Q: 3 clusters Score -3134637 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3134693.000000 Penalty: 3337.593506
	Iteration 20F: 3 clusters Score -3134693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3134722.750000 Penalty: 3337.593506
	Iteration 21Q: 3 clusters Score -3134723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3134764.250000 Penalty: 3337.593506
	Iteration 22Q: 3 clusters Score -3134764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3134799.250000 Penalty: 3337.593506
	Iteration 23Q: 3 clusters Score -3134799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3134814.750000 Penalty: 3337.593506
	Iteration 24Q: 3 clusters Score -3134815 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3134830.250000 Penalty: 3337.593506
	Iteration 25Q: 3 clusters Score -3134830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3134853.000000 Penalty: 3337.593506
	Iteration 26Q: 3 clusters Score -3134853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3134861.750000 Penalty: 3337.593506
	Iteration 27Q: 3 clusters Score -3134862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3134878.250000 Penalty: 3337.593506
	Iteration 28Q: 3 clusters Score -3134878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3134906.000000 Penalty: 3337.593506
	Iteration 29Q: 3 clusters Score -3134906 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3134917.250000 Penalty: 3337.593506
	Iteration 30Q: 3 clusters Score -3134917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3134946.000000 Penalty: 3337.593506
	Iteration 31Q: 3 clusters Score -3134946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3134954.250000 Penalty: 3337.593506
	Iteration 32Q: 3 clusters Score -3134954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3134966.000000 Penalty: 3337.593506
	Iteration 33Q: 3 clusters Score -3134966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3134989.250000 Penalty: 3337.593506
	Iteration 34Q: 3 clusters Score -3134989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3134996.000000 Penalty: 3337.593506
	Iteration 35Q: 3 clusters Score -3134996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3135008.750000 Penalty: 3337.593506
	Iteration 36Q: 3 clusters Score -3135009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3135024.500000 Penalty: 3337.593506
	Iteration 37Q: 3 clusters Score -3135024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3135033.000000 Penalty: 3337.593506
	Iteration 38Q: 3 clusters Score -3135033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3135039.000000 Penalty: 3337.593506
	Iteration 39Q: 3 clusters Score -3135039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3135046.000000 Penalty: 3337.593506
	Iteration 40F: 3 clusters Score -3135046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3135050.500000 Penalty: 3337.593506
	Iteration 41Q: 3 clusters Score -3135050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3135054.250000 Penalty: 3337.593506
	Iteration 42Q: 3 clusters Score -3135054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3135056.500000 Penalty: 3337.593506
	Iteration 43Q: 3 clusters Score -3135056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3135058.500000 Penalty: 3337.593506
	Iteration 44Q: 3 clusters Score -3135058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3135059.750000 Penalty: 3337.593506
	Iteration 45Q: 3 clusters Score -3135060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3135063.000000 Penalty: 3337.593506
	Iteration 46Q: 3 clusters Score -3135063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3135061.250000 Penalty: 3337.593506
	Iteration 47Q: 3 clusters Score -3135061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3135065.750000 Penalty: 3337.593506
	Iteration 48Q: 3 clusters Score -3135066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3135066.250000 Penalty: 3337.593506
	Iteration 49Q: 3 clusters Score -3135066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3135072.000000 Penalty: 3337.593506
	Iteration 50Q: 3 clusters Score -3135072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3135078.500000 Penalty: 3337.593506
	Iteration 51Q: 3 clusters Score -3135078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3135084.750000 Penalty: 3337.593506
	Iteration 52Q: 3 clusters Score -3135085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3135087.000000 Penalty: 3337.593506
	Iteration 53Q: 3 clusters Score -3135087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3135095.750000 Penalty: 3337.593506
	Iteration 54Q: 3 clusters Score -3135096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3135098.750000 Penalty: 3337.593506
	Iteration 55Q: 3 clusters Score -3135099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3135104.000000 Penalty: 3337.593506
	Iteration 56Q: 3 clusters Score -3135104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3135105.250000 Penalty: 3337.593506
	Iteration 57Q: 3 clusters Score -3135105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3135113.500000 Penalty: 3337.593506
	Iteration 58Q: 3 clusters Score -3135114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3135111.500000 Penalty: 3337.593506
	Iteration 59Q: 3 clusters Score -3135112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3135112.750000 Penalty: 3337.593506
	Iteration 60F: 3 clusters Score -3135113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3135113.000000 Penalty: 3337.593506
	Iteration 61Q: 3 clusters Score -3135113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3135111.750000 Penalty: 3337.593506
	Iteration 62Q: 3 clusters Score -3135112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3135122.500000 Penalty: 3337.593506
	Iteration 63Q: 3 clusters Score -3135122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3135124.500000 Penalty: 3337.593506
	Iteration 64Q: 3 clusters Score -3135124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3135124.500000 Penalty: 3337.593506
	Iteration 65Q: 3 clusters Score -3135124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3135124.750000 Penalty: 3337.593506
	Iteration 66Q: 3 clusters Score -3135125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3135125.750000 Penalty: 3337.593506
	Iteration 67Q: 3 clusters Score -3135126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3135128.250000 Penalty: 3337.593506
	Iteration 68Q: 3 clusters Score -3135128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3135130.750000 Penalty: 3337.593506
	Iteration 69Q: 3 clusters Score -3135131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3135129.000000 Penalty: 3337.593506
	Iteration 70Q: 3 clusters Score -3135129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3135134.250000 Penalty: 3337.593506
	Iteration 71Q: 3 clusters Score -3135134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3135134.250000 Penalty: 3337.593506
	Iteration 72F: 3 clusters Score -3135134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -298792.343750 Penalty: 1300.709473
	Iteration 0F: 2 clusters Score -298792.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -296076.875000 Penalty: 2601.418945
	Iteration 0F: 3 clusters Score -296076.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -296784.406250 Penalty: 2601.418945
	Iteration 1F: 3 clusters Score -296784.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296980.343750 Penalty: 2601.418945
	Iteration 2F: 3 clusters Score -296980.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -297101.468750 Penalty: 2601.418945
	Iteration 3F: 3 clusters Score -297101.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297219.937500 Penalty: 2601.418945
	Iteration 4F: 3 clusters Score -297219.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -297304.968750 Penalty: 2601.418945
	Iteration 5Q: 3 clusters Score -297305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297364.625000 Penalty: 2601.418945
	Iteration 6Q: 3 clusters Score -297364.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297405.125000 Penalty: 2601.418945
	Iteration 7Q: 3 clusters Score -297405.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -297436.156250 Penalty: 2601.418945
	Iteration 8Q: 3 clusters Score -297436.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -297469.656250 Penalty: 2601.418945
	Iteration 9Q: 3 clusters Score -297469.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -297501.906250 Penalty: 2601.418945
	Iteration 10Q: 3 clusters Score -297501.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -297531.250000 Penalty: 2601.418945
	Iteration 11Q: 3 clusters Score -297531.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -297560.187500 Penalty: 2601.418945
	Iteration 12Q: 3 clusters Score -297560.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -297580.437500 Penalty: 2601.418945
	Iteration 13Q: 3 clusters Score -297580.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -297599.625000 Penalty: 2601.418945
	Iteration 14Q: 3 clusters Score -297599.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -297611.687500 Penalty: 2601.418945
	Iteration 15Q: 3 clusters Score -297611.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -297620.375000 Penalty: 2601.418945
	Iteration 16Q: 3 clusters Score -297620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -297626.718750 Penalty: 2601.418945
	Iteration 17Q: 3 clusters Score -297626.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297631.218750 Penalty: 2601.418945
	Iteration 18Q: 3 clusters Score -297631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -297633.781250 Penalty: 2601.418945
	Iteration 19Q: 3 clusters Score -297633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -297638.312500 Penalty: 2601.418945
	Iteration 20F: 3 clusters Score -297638.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -297644.187500 Penalty: 2601.418945
	Iteration 21Q: 3 clusters Score -297644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -297650.687500 Penalty: 2601.418945
	Iteration 22Q: 3 clusters Score -297650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -297661.406250 Penalty: 2601.418945
	Iteration 23Q: 3 clusters Score -297661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -297669.750000 Penalty: 2601.418945
	Iteration 24Q: 3 clusters Score -297669.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -297674.718750 Penalty: 2601.418945
	Iteration 25Q: 3 clusters Score -297674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -297680.906250 Penalty: 2601.418945
	Iteration 26Q: 3 clusters Score -297680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -297685.156250 Penalty: 2601.418945
	Iteration 27Q: 3 clusters Score -297685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -297687.468750 Penalty: 2601.418945
	Iteration 28Q: 3 clusters Score -297687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -297687.968750 Penalty: 2601.418945
	Iteration 29Q: 3 clusters Score -297688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -297688.625000 Penalty: 2601.418945
	Iteration 30Q: 3 clusters Score -297688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -297689.281250 Penalty: 2601.418945
	Iteration 31Q: 3 clusters Score -297689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -297690.562500 Penalty: 2601.418945
	Iteration 32Q: 3 clusters Score -297690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -297691.500000 Penalty: 2601.418945
	Iteration 33Q: 3 clusters Score -297691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -297691.500000 Penalty: 2601.418945
	Iteration 34F: 3 clusters Score -297691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Entering Unmasked Estep 
Score: -2618527.500000 Penalty: 1646.129028
	Iteration 0F: 2 clusters Score -2618528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2601541.250000 Penalty: 3292.258057
	Iteration 0F: 3 clusters Score -2601541 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2608020.250000 Penalty: 3292.258057
	Iteration 1F: 3 clusters Score -2608020 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2608621.500000 Penalty: 3292.258057
	Iteration 2F: 3 clusters Score -2608622 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2609453.000000 Penalty: 3292.258057
	Iteration 3F: 3 clusters Score -2609453 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2610627.750000 Penalty: 3292.258057
	Iteration 4F: 3 clusters Score -2610628 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2612074.500000 Penalty: 3292.258057
	Iteration 5F: 3 clusters Score -2612074 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2613515.000000 Penalty: 3292.258057
	Iteration 6F: 3 clusters Score -2613515 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2614822.250000 Penalty: 3292.258057
	Iteration 7F: 3 clusters Score -2614822 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2615853.000000 Penalty: 3292.258057
	Iteration 8Q: 3 clusters Score -2615853 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2616466.500000 Penalty: 3292.258057
	Iteration 9Q: 3 clusters Score -2616466 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2616818.250000 Penalty: 3292.258057
	Iteration 10Q: 3 clusters Score -2616818 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2617004.000000 Penalty: 3292.258057
	Iteration 11Q: 3 clusters Score -2617004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2617099.000000 Penalty: 3292.258057
	Iteration 12Q: 3 clusters Score -2617099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -2617165.000000 Penalty: 3292.258057
	Iteration 13Q: 3 clusters Score -2617165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2617206.750000 Penalty: 3292.258057
	Iteration 14Q: 3 clusters Score -2617207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2617230.750000 Penalty: 3292.258057
	Iteration 15Q: 3 clusters Score -2617231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2617243.250000 Penalty: 3292.258057
	Iteration 16Q: 3 clusters Score -2617243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2617248.000000 Penalty: 3292.258057
	Iteration 17Q: 3 clusters Score -2617248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2617258.500000 Penalty: 3292.258057
	Iteration 18Q: 3 clusters Score -2617258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2617268.000000 Penalty: 3292.258057
	Iteration 19Q: 3 clusters Score -2617268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2617266.750000 Penalty: 3292.258057
	Iteration 20F: 3 clusters Score -2617267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2617275.500000 Penalty: 3292.258057
	Iteration 21Q: 3 clusters Score -2617276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2617280.000000 Penalty: 3292.258057
	Iteration 22Q: 3 clusters Score -2617280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2617284.250000 Penalty: 3292.258057
	Iteration 23Q: 3 clusters Score -2617284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2617293.250000 Penalty: 3292.258057
	Iteration 24Q: 3 clusters Score -2617293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2617289.500000 Penalty: 3292.258057
	Iteration 25Q: 3 clusters Score -2617290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2617288.500000 Penalty: 3292.258057
	Iteration 26Q: 3 clusters Score -2617288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2617288.500000 Penalty: 3292.258057
	Iteration 27Q: 3 clusters Score -2617288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2617292.750000 Penalty: 3292.258057
	Iteration 28Q: 3 clusters Score -2617293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2617294.750000 Penalty: 3292.258057
	Iteration 29Q: 3 clusters Score -2617295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2617291.750000 Penalty: 3292.258057
	Iteration 30Q: 3 clusters Score -2617292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2617294.750000 Penalty: 3292.258057
	Iteration 31Q: 3 clusters Score -2617295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2617294.000000 Penalty: 3292.258057
	Iteration 32Q: 3 clusters Score -2617294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2617294.000000 Penalty: 3292.258057
	Iteration 33F: 3 clusters Score -2617294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (289745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289745 members 
Entering Unmasked Estep 
Score: -30725562.000000 Penalty: 2043.722900
	Iteration 0F: 2 clusters Score -3.072556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -30550470.000000 Penalty: 4087.445801
	Iteration 0F: 3 clusters Score -3.055047e+07 nChanged 141057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -30635938.000000 Penalty: 4087.445801
	Iteration 1F: 3 clusters Score -3.063594e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166900 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -30638966.000000 Penalty: 4087.445801
	Iteration 2Q: 3 clusters Score -3.063897e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177884 members 
Mstep: Class 2 contains 111861 members 
Entering Unmasked Estep 
Score: -30644058.000000 Penalty: 4087.445801
	Iteration 3Q: 3 clusters Score -3.064406e+07 nChanged 17288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192820 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -30652602.000000 Penalty: 4087.445801
	Iteration 4F: 3 clusters Score -3.06526e+07 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210829 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -30665590.000000 Penalty: 4087.445801
	Iteration 5F: 3 clusters Score -3.066559e+07 nChanged 20310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229685 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -30681364.000000 Penalty: 4087.445801
	Iteration 6F: 3 clusters Score -3.068136e+07 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245426 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -30696194.000000 Penalty: 4087.445801
	Iteration 7F: 3 clusters Score -3.069619e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256183 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -30706076.000000 Penalty: 4087.445801
	Iteration 8Q: 3 clusters Score -3.070608e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262500 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -30712482.000000 Penalty: 4087.445801
	Iteration 9Q: 3 clusters Score -3.071248e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266543 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -30716138.000000 Penalty: 4087.445801
	Iteration 10Q: 3 clusters Score -3.071614e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269372 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -30719324.000000 Penalty: 4087.445801
	Iteration 11Q: 3 clusters Score -3.071932e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271767 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -30721944.000000 Penalty: 4087.445801
	Iteration 12Q: 3 clusters Score -3.072194e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273908 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -30724002.000000 Penalty: 4087.445801
	Iteration 13Q: 3 clusters Score -3.0724e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275783 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -30725152.000000 Penalty: 4087.445801
	Iteration 14Q: 3 clusters Score -3.072515e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277515 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -30726000.000000 Penalty: 4087.445801
	Iteration 15Q: 3 clusters Score -3.0726e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278987 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -30726370.000000 Penalty: 4087.445801
	Iteration 16Q: 3 clusters Score -3.072637e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280224 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -30726588.000000 Penalty: 4087.445801
	Iteration 17Q: 3 clusters Score -3.072659e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281254 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -30726696.000000 Penalty: 4087.445801
	Iteration 18Q: 3 clusters Score -3.07267e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282160 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -30726628.000000 Penalty: 4087.445801
	Iteration 19Q: 3 clusters Score -3.072663e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282912 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -30726528.000000 Penalty: 4087.445801
	Iteration 20F: 3 clusters Score -3.072653e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283569 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -30726462.000000 Penalty: 4087.445801
	Iteration 21Q: 3 clusters Score -3.072646e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284046 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -30726298.000000 Penalty: 4087.445801
	Iteration 22Q: 3 clusters Score -3.07263e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284443 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -30726216.000000 Penalty: 4087.445801
	Iteration 23Q: 3 clusters Score -3.072622e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284779 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -30726158.000000 Penalty: 4087.445801
	Iteration 24Q: 3 clusters Score -3.072616e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285045 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -30726108.000000 Penalty: 4087.445801
	Iteration 25Q: 3 clusters Score -3.072611e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285307 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -30726052.000000 Penalty: 4087.445801
	Iteration 26Q: 3 clusters Score -3.072605e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285541 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -30725966.000000 Penalty: 4087.445801
	Iteration 27Q: 3 clusters Score -3.072597e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285728 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -30725880.000000 Penalty: 4087.445801
	Iteration 28Q: 3 clusters Score -3.072588e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285910 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -30725884.000000 Penalty: 4087.445801
	Iteration 29Q: 3 clusters Score -3.072588e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286072 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -30725806.000000 Penalty: 4087.445801
	Iteration 30Q: 3 clusters Score -3.072581e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -30725750.000000 Penalty: 4087.445801
	Iteration 31Q: 3 clusters Score -3.072575e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286340 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -30725742.000000 Penalty: 4087.445801
	Iteration 32Q: 3 clusters Score -3.072574e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286447 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -30725642.000000 Penalty: 4087.445801
	Iteration 33Q: 3 clusters Score -3.072564e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286533 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -30725632.000000 Penalty: 4087.445801
	Iteration 34Q: 3 clusters Score -3.072563e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286596 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -30725606.000000 Penalty: 4087.445801
	Iteration 35Q: 3 clusters Score -3.072561e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286662 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -30725628.000000 Penalty: 4087.445801
	Iteration 36Q: 3 clusters Score -3.072563e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286719 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -30725650.000000 Penalty: 4087.445801
	Iteration 37Q: 3 clusters Score -3.072565e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286779 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -30725666.000000 Penalty: 4087.445801
	Iteration 38Q: 3 clusters Score -3.072567e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286823 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -30725632.000000 Penalty: 4087.445801
	Iteration 39Q: 3 clusters Score -3.072563e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -30725614.000000 Penalty: 4087.445801
	Iteration 40F: 3 clusters Score -3.072561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286907 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -30725606.000000 Penalty: 4087.445801
	Iteration 41Q: 3 clusters Score -3.072561e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286929 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -30725660.000000 Penalty: 4087.445801
	Iteration 42Q: 3 clusters Score -3.072566e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286940 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -30725638.000000 Penalty: 4087.445801
	Iteration 43Q: 3 clusters Score -3.072564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286952 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -30725614.000000 Penalty: 4087.445801
	Iteration 44Q: 3 clusters Score -3.072561e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286971 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -30725610.000000 Penalty: 4087.445801
	Iteration 45Q: 3 clusters Score -3.072561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286979 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -30725614.000000 Penalty: 4087.445801
	Iteration 46Q: 3 clusters Score -3.072561e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286981 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -30725658.000000 Penalty: 4087.445801
	Iteration 47Q: 3 clusters Score -3.072566e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286981 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -30725714.000000 Penalty: 4087.445801
	Iteration 48Q: 3 clusters Score -3.072571e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286988 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -30725726.000000 Penalty: 4087.445801
	Iteration 49Q: 3 clusters Score -3.072573e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286986 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -30725744.000000 Penalty: 4087.445801
	Iteration 50Q: 3 clusters Score -3.072574e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286979 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -30725778.000000 Penalty: 4087.445801
	Iteration 51Q: 3 clusters Score -3.072578e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286971 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -30725802.000000 Penalty: 4087.445801
	Iteration 52Q: 3 clusters Score -3.07258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286959 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -30725788.000000 Penalty: 4087.445801
	Iteration 53Q: 3 clusters Score -3.072579e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286948 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -30725796.000000 Penalty: 4087.445801
	Iteration 54Q: 3 clusters Score -3.07258e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286947 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -30725818.000000 Penalty: 4087.445801
	Iteration 55Q: 3 clusters Score -3.072582e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286943 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -30725812.000000 Penalty: 4087.445801
	Iteration 56Q: 3 clusters Score -3.072581e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286958 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -30725842.000000 Penalty: 4087.445801
	Iteration 57Q: 3 clusters Score -3.072584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286963 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -30725888.000000 Penalty: 4087.445801
	Iteration 58Q: 3 clusters Score -3.072589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286954 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -30725910.000000 Penalty: 4087.445801
	Iteration 59Q: 3 clusters Score -3.072591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286944 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -30725934.000000 Penalty: 4087.445801
	Iteration 60F: 3 clusters Score -3.072593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286938 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -30725960.000000 Penalty: 4087.445801
	Iteration 61Q: 3 clusters Score -3.072596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286933 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -30725964.000000 Penalty: 4087.445801
	Iteration 62Q: 3 clusters Score -3.072596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286923 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -30725986.000000 Penalty: 4087.445801
	Iteration 63Q: 3 clusters Score -3.072599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286919 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -30725970.000000 Penalty: 4087.445801
	Iteration 64Q: 3 clusters Score -3.072597e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286909 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -30725980.000000 Penalty: 4087.445801
	Iteration 65Q: 3 clusters Score -3.072598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286894 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -30725994.000000 Penalty: 4087.445801
	Iteration 66Q: 3 clusters Score -3.072599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286885 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -30726014.000000 Penalty: 4087.445801
	Iteration 67Q: 3 clusters Score -3.072601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286884 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -30726012.000000 Penalty: 4087.445801
	Iteration 68Q: 3 clusters Score -3.072601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286878 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -30726028.000000 Penalty: 4087.445801
	Iteration 69Q: 3 clusters Score -3.072603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286871 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -30726040.000000 Penalty: 4087.445801
	Iteration 70Q: 3 clusters Score -3.072604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286873 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -30726038.000000 Penalty: 4087.445801
	Iteration 71Q: 3 clusters Score -3.072604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286876 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30726026.000000 Penalty: 4087.445801
	Iteration 72Q: 3 clusters Score -3.072603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286876 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30726010.000000 Penalty: 4087.445801
	Iteration 73Q: 3 clusters Score -3.072601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286875 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -30726018.000000 Penalty: 4087.445801
	Iteration 74Q: 3 clusters Score -3.072602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286873 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -30726030.000000 Penalty: 4087.445801
	Iteration 75Q: 3 clusters Score -3.072603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286874 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -30726036.000000 Penalty: 4087.445801
	Iteration 76Q: 3 clusters Score -3.072604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286876 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -30726032.000000 Penalty: 4087.445801
	Iteration 77Q: 3 clusters Score -3.072603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286874 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -30726040.000000 Penalty: 4087.445801
	Iteration 78Q: 3 clusters Score -3.072604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286874 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -30726028.000000 Penalty: 4087.445801
	Iteration 79Q: 3 clusters Score -3.072603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286872 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -30726036.000000 Penalty: 4087.445801
	Iteration 80F: 3 clusters Score -3.072604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286869 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -30726056.000000 Penalty: 4087.445801
	Iteration 81Q: 3 clusters Score -3.072606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286869 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -30726064.000000 Penalty: 4087.445801
	Iteration 82Q: 3 clusters Score -3.072606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -30726034.000000 Penalty: 4087.445801
	Iteration 83Q: 3 clusters Score -3.072603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286865 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -30726046.000000 Penalty: 4087.445801
	Iteration 84Q: 3 clusters Score -3.072605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -30726034.000000 Penalty: 4087.445801
	Iteration 85Q: 3 clusters Score -3.072603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286865 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -30726028.000000 Penalty: 4087.445801
	Iteration 86Q: 3 clusters Score -3.072603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286859 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -30726022.000000 Penalty: 4087.445801
	Iteration 87Q: 3 clusters Score -3.072602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286860 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -30726044.000000 Penalty: 4087.445801
	Iteration 88Q: 3 clusters Score -3.072604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286862 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -30726040.000000 Penalty: 4087.445801
	Iteration 89Q: 3 clusters Score -3.072604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286861 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -30726026.000000 Penalty: 4087.445801
	Iteration 90Q: 3 clusters Score -3.072603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286860 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -30726032.000000 Penalty: 4087.445801
	Iteration 91Q: 3 clusters Score -3.072603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286862 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -30726034.000000 Penalty: 4087.445801
	Iteration 92Q: 3 clusters Score -3.072603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286864 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -30726028.000000 Penalty: 4087.445801
	Iteration 93Q: 3 clusters Score -3.072603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -30726038.000000 Penalty: 4087.445801
	Iteration 94Q: 3 clusters Score -3.072604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286865 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -30726042.000000 Penalty: 4087.445801
	Iteration 95Q: 3 clusters Score -3.072604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286864 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -30726042.000000 Penalty: 4087.445801
	Iteration 96Q: 3 clusters Score -3.072604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286865 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -30726040.000000 Penalty: 4087.445801
	Iteration 97Q: 3 clusters Score -3.072604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286864 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -30726032.000000 Penalty: 4087.445801
	Iteration 98Q: 3 clusters Score -3.072603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286864 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -30726032.000000 Penalty: 4087.445801
	Iteration 99F: 3 clusters Score -3.072603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 180549 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 55073 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 101089 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 28840 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 286864 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 14089 members 
Entering Unmasked Estep 
Score: -84477896.000000 Penalty: 42000.691406
Splitting cluster 15 changes total score from -84477744.000000 to -84477896.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1101923.875000 Penalty: 1498.345459
	Iteration 0F: 2 clusters Score -1101924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1094620.125000 Penalty: 2996.690918
	Iteration 0F: 3 clusters Score -1094620 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1097007.375000 Penalty: 2996.690918
	Iteration 1F: 3 clusters Score -1097007 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1097266.250000 Penalty: 2996.690918
	Iteration 2F: 3 clusters Score -1097266 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1097454.875000 Penalty: 2996.690918
	Iteration 3Q: 3 clusters Score -1097455 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1097642.125000 Penalty: 2996.690918
	Iteration 4Q: 3 clusters Score -1097642 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1097797.750000 Penalty: 2996.690918
	Iteration 5Q: 3 clusters Score -1097798 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1097949.125000 Penalty: 2996.690918
	Iteration 6Q: 3 clusters Score -1097949 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1098128.750000 Penalty: 2996.690918
	Iteration 7Q: 3 clusters Score -1098129 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1098338.375000 Penalty: 2996.690918
	Iteration 8Q: 3 clusters Score -1098338 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1098639.750000 Penalty: 2996.690918
	Iteration 9Q: 3 clusters Score -1098640 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1098954.125000 Penalty: 2996.690918
	Iteration 10F: 3 clusters Score -1098954 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1099262.750000 Penalty: 2996.690918
	Iteration 11Q: 3 clusters Score -1099263 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1099584.500000 Penalty: 2996.690918
	Iteration 12Q: 3 clusters Score -1099584 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1099907.125000 Penalty: 2996.690918
	Iteration 13Q: 3 clusters Score -1099907 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1100159.000000 Penalty: 2996.690918
	Iteration 14Q: 3 clusters Score -1100159 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1100391.250000 Penalty: 2996.690918
	Iteration 15Q: 3 clusters Score -1100391 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1100579.375000 Penalty: 2996.690918
	Iteration 16Q: 3 clusters Score -1100579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1100715.875000 Penalty: 2996.690918
	Iteration 17Q: 3 clusters Score -1100716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1100818.375000 Penalty: 2996.690918
	Iteration 18Q: 3 clusters Score -1100818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1100889.625000 Penalty: 2996.690918
	Iteration 19Q: 3 clusters Score -1100890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1100947.125000 Penalty: 2996.690918
	Iteration 20F: 3 clusters Score -1100947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1100982.750000 Penalty: 2996.690918
	Iteration 21Q: 3 clusters Score -1100983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1101014.500000 Penalty: 2996.690918
	Iteration 22Q: 3 clusters Score -1101014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1101038.000000 Penalty: 2996.690918
	Iteration 23Q: 3 clusters Score -1101038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1101049.250000 Penalty: 2996.690918
	Iteration 24Q: 3 clusters Score -1101049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1101069.750000 Penalty: 2996.690918
	Iteration 25Q: 3 clusters Score -1101070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1101081.375000 Penalty: 2996.690918
	Iteration 26Q: 3 clusters Score -1101081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1101097.625000 Penalty: 2996.690918
	Iteration 27Q: 3 clusters Score -1101098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1101106.000000 Penalty: 2996.690918
	Iteration 28Q: 3 clusters Score -1101106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1101110.875000 Penalty: 2996.690918
	Iteration 29Q: 3 clusters Score -1101111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1101112.875000 Penalty: 2996.690918
	Iteration 30Q: 3 clusters Score -1101113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1101115.875000 Penalty: 2996.690918
	Iteration 31Q: 3 clusters Score -1101116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1101119.375000 Penalty: 2996.690918
	Iteration 32Q: 3 clusters Score -1101119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1101120.375000 Penalty: 2996.690918
	Iteration 33Q: 3 clusters Score -1101120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1101122.125000 Penalty: 2996.690918
	Iteration 34Q: 3 clusters Score -1101122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1101122.000000 Penalty: 2996.690918
	Iteration 35Q: 3 clusters Score -1101122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1101122.875000 Penalty: 2996.690918
	Iteration 36Q: 3 clusters Score -1101123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1101124.000000 Penalty: 2996.690918
	Iteration 37Q: 3 clusters Score -1101124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1101123.500000 Penalty: 2996.690918
	Iteration 38Q: 3 clusters Score -1101124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1101123.500000 Penalty: 2996.690918
	Iteration 39F: 3 clusters Score -1101124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Entering Unmasked Estep 
Score: -414841.562500 Penalty: 1357.557983
	Iteration 0F: 2 clusters Score -414841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411270.843750 Penalty: 2715.115967
	Iteration 0F: 3 clusters Score -411270.8 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -412217.968750 Penalty: 2715.115967
	Iteration 1F: 3 clusters Score -412218 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -412366.593750 Penalty: 2715.115967
	Iteration 2F: 3 clusters Score -412366.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -412487.062500 Penalty: 2715.115967
	Iteration 3F: 3 clusters Score -412487.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -412578.812500 Penalty: 2715.115967
	Iteration 4Q: 3 clusters Score -412578.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -412641.406250 Penalty: 2715.115967
	Iteration 5Q: 3 clusters Score -412641.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -412720.625000 Penalty: 2715.115967
	Iteration 6Q: 3 clusters Score -412720.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -412784.375000 Penalty: 2715.115967
	Iteration 7Q: 3 clusters Score -412784.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -412831.718750 Penalty: 2715.115967
	Iteration 8Q: 3 clusters Score -412831.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -412875.843750 Penalty: 2715.115967
	Iteration 9Q: 3 clusters Score -412875.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -412915.593750 Penalty: 2715.115967
	Iteration 10Q: 3 clusters Score -412915.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -412954.718750 Penalty: 2715.115967
	Iteration 11Q: 3 clusters Score -412954.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -412992.718750 Penalty: 2715.115967
	Iteration 12Q: 3 clusters Score -412992.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -413035.968750 Penalty: 2715.115967
	Iteration 13Q: 3 clusters Score -413036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -413080.218750 Penalty: 2715.115967
	Iteration 14Q: 3 clusters Score -413080.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -413118.437500 Penalty: 2715.115967
	Iteration 15Q: 3 clusters Score -413118.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -413155.625000 Penalty: 2715.115967
	Iteration 16Q: 3 clusters Score -413155.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -413196.093750 Penalty: 2715.115967
	Iteration 17Q: 3 clusters Score -413196.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -413231.843750 Penalty: 2715.115967
	Iteration 18Q: 3 clusters Score -413231.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -413269.031250 Penalty: 2715.115967
	Iteration 19Q: 3 clusters Score -413269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -413302.687500 Penalty: 2715.115967
	Iteration 20F: 3 clusters Score -413302.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -413335.468750 Penalty: 2715.115967
	Iteration 21Q: 3 clusters Score -413335.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -413362.937500 Penalty: 2715.115967
	Iteration 22Q: 3 clusters Score -413362.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -413381.062500 Penalty: 2715.115967
	Iteration 23Q: 3 clusters Score -413381.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -413396.812500 Penalty: 2715.115967
	Iteration 24Q: 3 clusters Score -413396.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -413412.031250 Penalty: 2715.115967
	Iteration 25Q: 3 clusters Score -413412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -413423.375000 Penalty: 2715.115967
	Iteration 26Q: 3 clusters Score -413423.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -413431.906250 Penalty: 2715.115967
	Iteration 27Q: 3 clusters Score -413431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -413439.218750 Penalty: 2715.115967
	Iteration 28Q: 3 clusters Score -413439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -413445.281250 Penalty: 2715.115967
	Iteration 29Q: 3 clusters Score -413445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -413452.125000 Penalty: 2715.115967
	Iteration 30Q: 3 clusters Score -413452.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -413464.375000 Penalty: 2715.115967
	Iteration 31Q: 3 clusters Score -413464.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -413477.187500 Penalty: 2715.115967
	Iteration 32Q: 3 clusters Score -413477.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -413487.406250 Penalty: 2715.115967
	Iteration 33Q: 3 clusters Score -413487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -413494.000000 Penalty: 2715.115967
	Iteration 34Q: 3 clusters Score -413494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -413499.906250 Penalty: 2715.115967
	Iteration 35Q: 3 clusters Score -413499.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -413504.625000 Penalty: 2715.115967
	Iteration 36Q: 3 clusters Score -413504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -413507.281250 Penalty: 2715.115967
	Iteration 37Q: 3 clusters Score -413507.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -413512.343750 Penalty: 2715.115967
	Iteration 38Q: 3 clusters Score -413512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -413519.812500 Penalty: 2715.115967
	Iteration 39Q: 3 clusters Score -413519.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -413526.812500 Penalty: 2715.115967
	Iteration 40F: 3 clusters Score -413526.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -413531.562500 Penalty: 2715.115967
	Iteration 41Q: 3 clusters Score -413531.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -413536.125000 Penalty: 2715.115967
	Iteration 42Q: 3 clusters Score -413536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -413538.656250 Penalty: 2715.115967
	Iteration 43Q: 3 clusters Score -413538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -413540.531250 Penalty: 2715.115967
	Iteration 44Q: 3 clusters Score -413540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -413540.781250 Penalty: 2715.115967
	Iteration 45Q: 3 clusters Score -413540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -413542.937500 Penalty: 2715.115967
	Iteration 46Q: 3 clusters Score -413542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -413542.312500 Penalty: 2715.115967
	Iteration 47Q: 3 clusters Score -413542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -413543.625000 Penalty: 2715.115967
	Iteration 48Q: 3 clusters Score -413543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -413543.031250 Penalty: 2715.115967
	Iteration 49Q: 3 clusters Score -413543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -413543.375000 Penalty: 2715.115967
	Iteration 50Q: 3 clusters Score -413543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -413543.375000 Penalty: 2715.115967
	Iteration 51F: 3 clusters Score -413543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Entering Unmasked Estep 
Score: -1542021.750000 Penalty: 1552.386719
	Iteration 0F: 2 clusters Score -1542022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1532191.000000 Penalty: 3104.773438
	Iteration 0F: 3 clusters Score -1532191 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1535491.000000 Penalty: 3104.773438
	Iteration 1F: 3 clusters Score -1535491 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1535848.375000 Penalty: 3104.773438
	Iteration 2F: 3 clusters Score -1535848 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1536271.875000 Penalty: 3104.773438
	Iteration 3F: 3 clusters Score -1536272 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1536874.375000 Penalty: 3104.773438
	Iteration 4F: 3 clusters Score -1536874 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1537617.625000 Penalty: 3104.773438
	Iteration 5F: 3 clusters Score -1537618 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1538456.625000 Penalty: 3104.773438
	Iteration 6F: 3 clusters Score -1538457 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1539266.875000 Penalty: 3104.773438
	Iteration 7F: 3 clusters Score -1539267 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1539846.750000 Penalty: 3104.773438
	Iteration 8Q: 3 clusters Score -1539847 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1540223.125000 Penalty: 3104.773438
	Iteration 9Q: 3 clusters Score -1540223 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1540435.000000 Penalty: 3104.773438
	Iteration 10Q: 3 clusters Score -1540435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1540524.375000 Penalty: 3104.773438
	Iteration 11Q: 3 clusters Score -1540524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1540561.000000 Penalty: 3104.773438
	Iteration 12Q: 3 clusters Score -1540561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1540578.875000 Penalty: 3104.773438
	Iteration 13Q: 3 clusters Score -1540579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1540600.375000 Penalty: 3104.773438
	Iteration 14Q: 3 clusters Score -1540600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1540616.000000 Penalty: 3104.773438
	Iteration 15Q: 3 clusters Score -1540616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1540638.375000 Penalty: 3104.773438
	Iteration 16Q: 3 clusters Score -1540638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1540647.750000 Penalty: 3104.773438
	Iteration 17Q: 3 clusters Score -1540648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1540655.500000 Penalty: 3104.773438
	Iteration 18Q: 3 clusters Score -1540656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1540661.000000 Penalty: 3104.773438
	Iteration 19Q: 3 clusters Score -1540661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1540665.875000 Penalty: 3104.773438
	Iteration 20F: 3 clusters Score -1540666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1540670.500000 Penalty: 3104.773438
	Iteration 21Q: 3 clusters Score -1540670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1540670.500000 Penalty: 3104.773438
	Iteration 22Q: 3 clusters Score -1540670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1540674.000000 Penalty: 3104.773438
	Iteration 23Q: 3 clusters Score -1540674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1540676.375000 Penalty: 3104.773438
	Iteration 24Q: 3 clusters Score -1540676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1540679.125000 Penalty: 3104.773438
	Iteration 25Q: 3 clusters Score -1540679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1540679.125000 Penalty: 3104.773438
	Iteration 26F: 3 clusters Score -1540679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10668 members 
Mstep: Class 3 contains 180549 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 55073 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 101089 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 45732 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 28840 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 286864 members 
Mstep: Class 16 contains 10103 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 19 contains 14089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478112.000000 Penalty: 42000.691406
Iteration 359Q: 20 clusters Score -8.447811e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10650 members 
Mstep: Class 3 contains 180305 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 54965 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 100833 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 45748 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 28893 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 287212 members 
Mstep: Class 16 contains 10145 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 14202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477880.000000 Penalty: 42000.691406
Iteration 360F: 20 clusters Score -8.447788e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10640 members 
Mstep: Class 3 contains 180102 members 
Mstep: Class 4 contains 16435 members 
Mstep: Class 5 contains 54914 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 100537 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 45779 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 28947 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 15 contains 287270 members 
Mstep: Class 16 contains 10192 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477568.000000 Penalty: 42000.691406
Iteration 361Q: 20 clusters Score -8.447757e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10635 members 
Mstep: Class 3 contains 179943 members 
Mstep: Class 4 contains 16441 members 
Mstep: Class 5 contains 54858 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 100251 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 45796 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 29003 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 14 contains 25093 members 
Mstep: Class 15 contains 287375 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 14415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477216.000000 Penalty: 42000.691406
Iteration 362Q: 20 clusters Score -8.447722e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 179893 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 54808 members 
Mstep: Class 6 contains 12736 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 99966 members 
Mstep: Class 9 contains 5705 members 
Mstep: Class 10 contains 45806 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 29074 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 25089 members 
Mstep: Class 15 contains 287386 members 
Mstep: Class 16 contains 10274 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 3542 members 
Mstep: Class 19 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476704.000000 Penalty: 42000.691406
Iteration 363Q: 20 clusters Score -8.44767e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 179834 members 
Mstep: Class 4 contains 16449 members 
Mstep: Class 5 contains 54764 members 
Mstep: Class 6 contains 12735 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 99683 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 45834 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 29121 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 14 contains 25099 members 
Mstep: Class 15 contains 287351 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476768.000000 Penalty: 42000.691406
Iteration 364Q: 20 clusters Score -8.447677e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 179864 members 
Mstep: Class 4 contains 16450 members 
Mstep: Class 5 contains 54717 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 99376 members 
Mstep: Class 9 contains 5710 members 
Mstep: Class 10 contains 45849 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 25109 members 
Mstep: Class 15 contains 287267 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 4241 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 14791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476592.000000 Penalty: 42000.691406
Iteration 365Q: 20 clusters Score -8.447659e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 179884 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 54676 members 
Mstep: Class 6 contains 12734 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 99085 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 29207 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 14 contains 25123 members 
Mstep: Class 15 contains 287169 members 
Mstep: Class 16 contains 10463 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 14903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476608.000000 Penalty: 42000.691406
Iteration 366Q: 20 clusters Score -8.447661e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10602 members 
Mstep: Class 3 contains 179919 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 54638 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 98805 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 45885 members 
Mstep: Class 11 contains 2520 members 
Mstep: Class 12 contains 29234 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 25137 members 
Mstep: Class 15 contains 287076 members 
Mstep: Class 16 contains 10524 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476472.000000 Penalty: 42000.691406
Iteration 367Q: 20 clusters Score -8.447647e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10602 members 
Mstep: Class 3 contains 179971 members 
Mstep: Class 4 contains 16454 members 
Mstep: Class 5 contains 54613 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 98527 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 45913 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 29263 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25147 members 
Mstep: Class 15 contains 286960 members 
Mstep: Class 16 contains 10572 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476744.000000 Penalty: 42000.691406
Iteration 368Q: 20 clusters Score -8.447674e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10593 members 
Mstep: Class 3 contains 179988 members 
Mstep: Class 4 contains 16455 members 
Mstep: Class 5 contains 54576 members 
Mstep: Class 6 contains 12720 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 98255 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 45942 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 29280 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 25148 members 
Mstep: Class 15 contains 286935 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 15219 members 
Entering Unmasked Estep 
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Score: -84476752.000000 Penalty: 42000.691406
Iteration 369Q: 20 clusters Score -8.447675e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 180082 members 
Mstep: Class 4 contains 16448 members 
Mstep: Class 5 contains 54534 members 
Mstep: Class 6 contains 12717 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 97980 members 
Mstep: Class 9 contains 5713 members 
Mstep: Class 10 contains 45954 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 29292 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25157 members 
Mstep: Class 15 contains 286845 members 
Mstep: Class 16 contains 10646 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 4613 members 
Mstep: Class 19 contains 15343 members 
Entering Unmasked Estep 
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Iteration 370Q: 20 clusters Score -8.447664e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10576 members 
Mstep: Class 3 contains 180164 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 54494 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 97737 members 
Mstep: Class 9 contains 5714 members 
Mstep: Class 10 contains 45980 members 
Mstep: Class 11 contains 2538 members 
Mstep: Class 12 contains 29292 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25150 members 
Mstep: Class 15 contains 286733 members 
Mstep: Class 16 contains 10672 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 18 contains 4769 members 
Mstep: Class 19 contains 15452 members 
Entering Unmasked Estep 
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Iteration 371Q: 20 clusters Score -8.447677e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 180229 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 5 contains 54451 members 
Mstep: Class 6 contains 12712 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 97489 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 46009 members 
Mstep: Class 11 contains 2550 members 
Mstep: Class 12 contains 29278 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25153 members 
Mstep: Class 15 contains 286664 members 
Mstep: Class 16 contains 10697 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 15556 members 
Entering Unmasked Estep 
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Iteration 372Q: 20 clusters Score -8.447654e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 180293 members 
Mstep: Class 4 contains 16445 members 
Mstep: Class 5 contains 54415 members 
Mstep: Class 6 contains 12705 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 97254 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 46025 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 29276 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25158 members 
Mstep: Class 15 contains 286568 members 
Mstep: Class 16 contains 10722 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 15659 members 
Entering Unmasked Estep 
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Iteration 373Q: 20 clusters Score -8.447677e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 180371 members 
Mstep: Class 4 contains 16449 members 
Mstep: Class 5 contains 54371 members 
Mstep: Class 6 contains 12694 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 96998 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 46030 members 
Mstep: Class 11 contains 2568 members 
Mstep: Class 12 contains 29286 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 14 contains 25165 members 
Mstep: Class 15 contains 286503 members 
Mstep: Class 16 contains 10754 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 15765 members 
Entering Unmasked Estep 
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Iteration 374Q: 20 clusters Score -8.44769e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 180472 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 54344 members 
Mstep: Class 6 contains 12692 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 96745 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 46010 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 29289 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 25172 members 
Mstep: Class 15 contains 286465 members 
Mstep: Class 16 contains 10786 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 15868 members 
Entering Unmasked Estep 
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Iteration 375Q: 20 clusters Score -8.44767e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 180551 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 5 contains 54303 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 96506 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45995 members 
Mstep: Class 11 contains 2588 members 
Mstep: Class 12 contains 29276 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 25178 members 
Mstep: Class 15 contains 286468 members 
Mstep: Class 16 contains 10802 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 15966 members 
Entering Unmasked Estep 
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Iteration 376Q: 20 clusters Score -8.447661e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 180594 members 
Mstep: Class 4 contains 16443 members 
Mstep: Class 5 contains 54280 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 96286 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45971 members 
Mstep: Class 11 contains 2594 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 25184 members 
Mstep: Class 15 contains 286424 members 
Mstep: Class 16 contains 10829 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 5555 members 
Mstep: Class 19 contains 16088 members 
Entering Unmasked Estep 
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Iteration 377Q: 20 clusters Score -8.447642e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 180634 members 
Mstep: Class 4 contains 16449 members 
Mstep: Class 5 contains 54265 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 96055 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 29278 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 25189 members 
Mstep: Class 15 contains 286347 members 
Mstep: Class 16 contains 10847 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 16214 members 
Entering Unmasked Estep 
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Iteration 378Q: 20 clusters Score -8.447635e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 180684 members 
Mstep: Class 4 contains 16451 members 
Mstep: Class 5 contains 54239 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 95869 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45938 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 25198 members 
Mstep: Class 15 contains 286246 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 5802 members 
Mstep: Class 19 contains 16339 members 
Entering Unmasked Estep 
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Iteration 379Q: 20 clusters Score -8.447634e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 180720 members 
Mstep: Class 4 contains 16451 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 95655 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45930 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 29312 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 15 contains 286164 members 
Mstep: Class 16 contains 10892 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 16451 members 
Entering Unmasked Estep 
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Iteration 380F: 20 clusters Score -8.447619e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 180715 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 54196 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 95458 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 45932 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 29312 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 25220 members 
Mstep: Class 15 contains 286110 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 16554 members 
Entering Unmasked Estep 
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Iteration 381Q: 20 clusters Score -8.447631e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 180743 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 54172 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 95254 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45947 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 29324 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 25228 members 
Mstep: Class 15 contains 286028 members 
Mstep: Class 16 contains 10950 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 16636 members 
Entering Unmasked Estep 
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Iteration 382Q: 20 clusters Score -8.447634e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 180686 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 54150 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 95068 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45970 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 29328 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 14 contains 25234 members 
Mstep: Class 15 contains 285967 members 
Mstep: Class 16 contains 10985 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 6287 members 
Mstep: Class 19 contains 16759 members 
Entering Unmasked Estep 
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Iteration 383Q: 20 clusters Score -8.447636e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 180651 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 54132 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 94868 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45988 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 29331 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 14 contains 25247 members 
Mstep: Class 15 contains 285870 members 
Mstep: Class 16 contains 11015 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 6432 members 
Mstep: Class 19 contains 16888 members 
Entering Unmasked Estep 
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Iteration 384Q: 20 clusters Score -8.447631e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 180658 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 54108 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 94675 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45995 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 29323 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 25264 members 
Mstep: Class 15 contains 285730 members 
Mstep: Class 16 contains 11039 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 6589 members 
Mstep: Class 19 contains 17024 members 
Entering Unmasked Estep 
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Iteration 385Q: 20 clusters Score -8.447642e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 180637 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 54091 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 94479 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 46005 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 29318 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 25287 members 
Mstep: Class 15 contains 285605 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 17174 members 
Entering Unmasked Estep 
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Iteration 386Q: 20 clusters Score -8.447651e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 180582 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 54078 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 94275 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 46017 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 29315 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 25298 members 
Mstep: Class 15 contains 285515 members 
Mstep: Class 16 contains 11090 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 6907 members 
Mstep: Class 19 contains 17320 members 
Entering Unmasked Estep 
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Iteration 387Q: 20 clusters Score -8.447667e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 180547 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 54052 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 94097 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 46022 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 25306 members 
Mstep: Class 15 contains 285415 members 
Mstep: Class 16 contains 11113 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 17457 members 
Entering Unmasked Estep 
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Iteration 388Q: 20 clusters Score -8.447669e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 180504 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 54017 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93921 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 46016 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 29310 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 14 contains 25317 members 
Mstep: Class 15 contains 285354 members 
Mstep: Class 16 contains 11149 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 17583 members 
Entering Unmasked Estep 
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Iteration 389Q: 20 clusters Score -8.447673e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 180483 members 
Mstep: Class 4 contains 16463 members 
Mstep: Class 5 contains 53980 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93737 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 46014 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 29310 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 14 contains 25338 members 
Mstep: Class 15 contains 285257 members 
Mstep: Class 16 contains 11187 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 7386 members 
Mstep: Class 19 contains 17722 members 
Entering Unmasked Estep 
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Iteration 390Q: 20 clusters Score -8.447691e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 180464 members 
Mstep: Class 4 contains 16459 members 
Mstep: Class 5 contains 53944 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93568 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45996 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 29299 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 25361 members 
Mstep: Class 15 contains 285205 members 
Mstep: Class 16 contains 11219 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 7523 members 
Mstep: Class 19 contains 17837 members 
Entering Unmasked Estep 
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Iteration 391Q: 20 clusters Score -8.447686e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 180431 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 53924 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93391 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45973 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 29310 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 25374 members 
Mstep: Class 15 contains 285120 members 
Mstep: Class 16 contains 11260 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 17958 members 
Entering Unmasked Estep 
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Iteration 392Q: 20 clusters Score -8.447669e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 180389 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 53903 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93200 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 29322 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 25385 members 
Mstep: Class 15 contains 285047 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 18070 members 
Entering Unmasked Estep 
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Iteration 393Q: 20 clusters Score -8.447677e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 180354 members 
Mstep: Class 4 contains 16453 members 
Mstep: Class 5 contains 53882 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 93021 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45944 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 29329 members 
Mstep: Class 13 contains 3005 members 
Mstep: Class 14 contains 25390 members 
Mstep: Class 15 contains 284969 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 18178 members 
Entering Unmasked Estep 
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Iteration 394Q: 20 clusters Score -8.447666e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 180323 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 53870 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 92839 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45934 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 29322 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 25407 members 
Mstep: Class 15 contains 284887 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 18265 members 
Entering Unmasked Estep 
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Iteration 395Q: 20 clusters Score -8.447683e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 180311 members 
Mstep: Class 4 contains 16457 members 
Mstep: Class 5 contains 53854 members 
Mstep: Class 6 contains 12667 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 92650 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45909 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 29315 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25421 members 
Mstep: Class 15 contains 284842 members 
Mstep: Class 16 contains 11407 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 8351 members 
Mstep: Class 19 contains 18345 members 
Entering Unmasked Estep 
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Iteration 396Q: 20 clusters Score -8.447683e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 180298 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 53850 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 92449 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45896 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 29308 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 25425 members 
Mstep: Class 15 contains 284776 members 
Mstep: Class 16 contains 11436 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 18429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476816.000000 Penalty: 42000.691406
Iteration 397Q: 20 clusters Score -8.447682e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 180320 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 53839 members 
Mstep: Class 6 contains 12678 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 92240 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 29289 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25443 members 
Mstep: Class 15 contains 284696 members 
Mstep: Class 16 contains 11468 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 8749 members 
Mstep: Class 19 contains 18492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476848.000000 Penalty: 42000.691406
Iteration 398Q: 20 clusters Score -8.447685e+07 nChanged 1185
Entering ConstructFrom: 
Score: -84476848.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -309200.343750 Penalty: 1294.344727
	Iteration 0F: 2 clusters Score -309200.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -306572.718750 Penalty: 2588.689453
	Iteration 0F: 3 clusters Score -306572.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -307185.875000 Penalty: 2588.689453
	Iteration 1F: 3 clusters Score -307185.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307303.062500 Penalty: 2588.689453
	Iteration 2F: 3 clusters Score -307303.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -307375.843750 Penalty: 2588.689453
	Iteration 3Q: 3 clusters Score -307375.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -307435.468750 Penalty: 2588.689453
	Iteration 4Q: 3 clusters Score -307435.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -307479.812500 Penalty: 2588.689453
	Iteration 5Q: 3 clusters Score -307479.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307503.000000 Penalty: 2588.689453
	Iteration 6Q: 3 clusters Score -307503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -307522.718750 Penalty: 2588.689453
	Iteration 7Q: 3 clusters Score -307522.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -307535.718750 Penalty: 2588.689453
	Iteration 8Q: 3 clusters Score -307535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -307546.375000 Penalty: 2588.689453
	Iteration 9Q: 3 clusters Score -307546.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -307554.875000 Penalty: 2588.689453
	Iteration 10Q: 3 clusters Score -307554.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -307563.906250 Penalty: 2588.689453
	Iteration 11Q: 3 clusters Score -307563.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -307573.843750 Penalty: 2588.689453
	Iteration 12Q: 3 clusters Score -307573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -307581.250000 Penalty: 2588.689453
	Iteration 13Q: 3 clusters Score -307581.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -307590.781250 Penalty: 2588.689453
	Iteration 14Q: 3 clusters Score -307590.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -307601.687500 Penalty: 2588.689453
	Iteration 15Q: 3 clusters Score -307601.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -307609.718750 Penalty: 2588.689453
	Iteration 16Q: 3 clusters Score -307609.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -307617.281250 Penalty: 2588.689453
	Iteration 17Q: 3 clusters Score -307617.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -307621.843750 Penalty: 2588.689453
	Iteration 18Q: 3 clusters Score -307621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -307624.156250 Penalty: 2588.689453
	Iteration 19Q: 3 clusters Score -307624.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -307625.968750 Penalty: 2588.689453
	Iteration 20F: 3 clusters Score -307626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307627.437500 Penalty: 2588.689453
	Iteration 21Q: 3 clusters Score -307627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -307627.562500 Penalty: 2588.689453
	Iteration 22Q: 3 clusters Score -307627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307629.718750 Penalty: 2588.689453
	Iteration 23Q: 3 clusters Score -307629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -307630.906250 Penalty: 2588.689453
	Iteration 24Q: 3 clusters Score -307630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -307635.312500 Penalty: 2588.689453
	Iteration 25Q: 3 clusters Score -307635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -307639.812500 Penalty: 2588.689453
	Iteration 26Q: 3 clusters Score -307639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -307642.718750 Penalty: 2588.689453
	Iteration 27Q: 3 clusters Score -307642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -307646.906250 Penalty: 2588.689453
	Iteration 28Q: 3 clusters Score -307646.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -307651.531250 Penalty: 2588.689453
	Iteration 29Q: 3 clusters Score -307651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -307653.062500 Penalty: 2588.689453
	Iteration 30Q: 3 clusters Score -307653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -307655.718750 Penalty: 2588.689453
	Iteration 31Q: 3 clusters Score -307655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -307658.687500 Penalty: 2588.689453
	Iteration 32Q: 3 clusters Score -307658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -307660.312500 Penalty: 2588.689453
	Iteration 33Q: 3 clusters Score -307660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307662.656250 Penalty: 2588.689453
	Iteration 34Q: 3 clusters Score -307662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -307664.812500 Penalty: 2588.689453
	Iteration 35Q: 3 clusters Score -307664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -307666.468750 Penalty: 2588.689453
	Iteration 36Q: 3 clusters Score -307666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -307667.781250 Penalty: 2588.689453
	Iteration 37Q: 3 clusters Score -307667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307668.718750 Penalty: 2588.689453
	Iteration 38Q: 3 clusters Score -307668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -307672.468750 Penalty: 2588.689453
	Iteration 39Q: 3 clusters Score -307672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -307675.250000 Penalty: 2588.689453
	Iteration 40F: 3 clusters Score -307675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -307680.125000 Penalty: 2588.689453
	Iteration 41Q: 3 clusters Score -307680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -307689.125000 Penalty: 2588.689453
	Iteration 42Q: 3 clusters Score -307689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -307701.250000 Penalty: 2588.689453
	Iteration 43Q: 3 clusters Score -307701.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -307711.281250 Penalty: 2588.689453
	Iteration 44Q: 3 clusters Score -307711.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -307717.125000 Penalty: 2588.689453
	Iteration 45Q: 3 clusters Score -307717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -307722.843750 Penalty: 2588.689453
	Iteration 46Q: 3 clusters Score -307722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -307730.687500 Penalty: 2588.689453
	Iteration 47Q: 3 clusters Score -307730.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -307738.718750 Penalty: 2588.689453
	Iteration 48Q: 3 clusters Score -307738.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -307749.812500 Penalty: 2588.689453
	Iteration 49Q: 3 clusters Score -307749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -307757.500000 Penalty: 2588.689453
	Iteration 50Q: 3 clusters Score -307757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -307763.750000 Penalty: 2588.689453
	Iteration 51Q: 3 clusters Score -307763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -307769.062500 Penalty: 2588.689453
	Iteration 52Q: 3 clusters Score -307769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -307773.187500 Penalty: 2588.689453
	Iteration 53Q: 3 clusters Score -307773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -307777.625000 Penalty: 2588.689453
	Iteration 54Q: 3 clusters Score -307777.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -307786.218750 Penalty: 2588.689453
	Iteration 55Q: 3 clusters Score -307786.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -307792.062500 Penalty: 2588.689453
	Iteration 56Q: 3 clusters Score -307792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -307798.062500 Penalty: 2588.689453
	Iteration 57Q: 3 clusters Score -307798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -307803.843750 Penalty: 2588.689453
	Iteration 58Q: 3 clusters Score -307803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -307813.437500 Penalty: 2588.689453
	Iteration 59Q: 3 clusters Score -307813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -307825.125000 Penalty: 2588.689453
	Iteration 60F: 3 clusters Score -307825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -307835.406250 Penalty: 2588.689453
	Iteration 61Q: 3 clusters Score -307835.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -307844.343750 Penalty: 2588.689453
	Iteration 62Q: 3 clusters Score -307844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -307852.281250 Penalty: 2588.689453
	Iteration 63Q: 3 clusters Score -307852.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -307860.687500 Penalty: 2588.689453
	Iteration 64Q: 3 clusters Score -307860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -307864.843750 Penalty: 2588.689453
	Iteration 65Q: 3 clusters Score -307864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -307866.531250 Penalty: 2588.689453
	Iteration 66Q: 3 clusters Score -307866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -307871.312500 Penalty: 2588.689453
	Iteration 67Q: 3 clusters Score -307871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -307874.906250 Penalty: 2588.689453
	Iteration 68Q: 3 clusters Score -307874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -307879.875000 Penalty: 2588.689453
	Iteration 69Q: 3 clusters Score -307879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -307886.000000 Penalty: 2588.689453
	Iteration 70Q: 3 clusters Score -307886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -307894.781250 Penalty: 2588.689453
	Iteration 71Q: 3 clusters Score -307894.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -307906.718750 Penalty: 2588.689453
	Iteration 72Q: 3 clusters Score -307906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -307914.406250 Penalty: 2588.689453
	Iteration 73Q: 3 clusters Score -307914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -307922.718750 Penalty: 2588.689453
	Iteration 74Q: 3 clusters Score -307922.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -307930.781250 Penalty: 2588.689453
	Iteration 75Q: 3 clusters Score -307930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -307940.531250 Penalty: 2588.689453
	Iteration 76Q: 3 clusters Score -307940.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -307952.156250 Penalty: 2588.689453
	Iteration 77Q: 3 clusters Score -307952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -307967.968750 Penalty: 2588.689453
	Iteration 78Q: 3 clusters Score -307968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -307984.531250 Penalty: 2588.689453
	Iteration 79Q: 3 clusters Score -307984.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -308002.968750 Penalty: 2588.689453
	Iteration 80F: 3 clusters Score -308003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -308021.593750 Penalty: 2588.689453
	Iteration 81Q: 3 clusters Score -308021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -308030.062500 Penalty: 2588.689453
	Iteration 82Q: 3 clusters Score -308030.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -308041.000000 Penalty: 2588.689453
	Iteration 83Q: 3 clusters Score -308041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -308050.156250 Penalty: 2588.689453
	Iteration 84Q: 3 clusters Score -308050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -308059.093750 Penalty: 2588.689453
	Iteration 85Q: 3 clusters Score -308059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -308063.875000 Penalty: 2588.689453
	Iteration 86Q: 3 clusters Score -308063.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -308070.656250 Penalty: 2588.689453
	Iteration 87Q: 3 clusters Score -308070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -308075.843750 Penalty: 2588.689453
	Iteration 88Q: 3 clusters Score -308075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -308079.562500 Penalty: 2588.689453
	Iteration 89Q: 3 clusters Score -308079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -308083.562500 Penalty: 2588.689453
	Iteration 90Q: 3 clusters Score -308083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -308086.687500 Penalty: 2588.689453
	Iteration 91Q: 3 clusters Score -308086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -308089.093750 Penalty: 2588.689453
	Iteration 92Q: 3 clusters Score -308089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -308092.062500 Penalty: 2588.689453
	Iteration 93Q: 3 clusters Score -308092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -308098.500000 Penalty: 2588.689453
	Iteration 94Q: 3 clusters Score -308098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -308104.812500 Penalty: 2588.689453
	Iteration 95Q: 3 clusters Score -308104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -308113.125000 Penalty: 2588.689453
	Iteration 96Q: 3 clusters Score -308113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -308117.656250 Penalty: 2588.689453
	Iteration 97Q: 3 clusters Score -308117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -308120.531250 Penalty: 2588.689453
	Iteration 98Q: 3 clusters Score -308120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -308123.437500 Penalty: 2588.689453
	Iteration 99Q: 3 clusters Score -308123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -308130.750000 Penalty: 2588.689453
	Iteration 100F: 3 clusters Score -308130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -308140.125000 Penalty: 2588.689453
	Iteration 101Q: 3 clusters Score -308140.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -308151.125000 Penalty: 2588.689453
	Iteration 102Q: 3 clusters Score -308151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -308161.875000 Penalty: 2588.689453
	Iteration 103Q: 3 clusters Score -308161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -308170.843750 Penalty: 2588.689453
	Iteration 104Q: 3 clusters Score -308170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -308175.406250 Penalty: 2588.689453
	Iteration 105Q: 3 clusters Score -308175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -308179.343750 Penalty: 2588.689453
	Iteration 106Q: 3 clusters Score -308179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -308184.437500 Penalty: 2588.689453
	Iteration 107Q: 3 clusters Score -308184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -308187.500000 Penalty: 2588.689453
	Iteration 108Q: 3 clusters Score -308187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -308190.031250 Penalty: 2588.689453
	Iteration 109Q: 3 clusters Score -308190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -308191.312500 Penalty: 2588.689453
	Iteration 110Q: 3 clusters Score -308191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -308191.312500 Penalty: 2588.689453
	Iteration 111F: 3 clusters Score -308191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Entering Unmasked Estep 
Score: -1097209.125000 Penalty: 1504.794312
	Iteration 0F: 2 clusters Score -1097209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1089699.125000 Penalty: 3009.588623
	Iteration 0F: 3 clusters Score -1089699 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1092281.125000 Penalty: 3009.588623
	Iteration 1F: 3 clusters Score -1092281 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1092591.250000 Penalty: 3009.588623
	Iteration 2F: 3 clusters Score -1092591 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1092883.750000 Penalty: 3009.588623
	Iteration 3F: 3 clusters Score -1092884 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1093124.875000 Penalty: 3009.588623
	Iteration 4F: 3 clusters Score -1093125 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1093354.125000 Penalty: 3009.588623
	Iteration 5Q: 3 clusters Score -1093354 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1093611.250000 Penalty: 3009.588623
	Iteration 6Q: 3 clusters Score -1093611 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1093907.125000 Penalty: 3009.588623
	Iteration 7Q: 3 clusters Score -1093907 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1094270.625000 Penalty: 3009.588623
	Iteration 8F: 3 clusters Score -1094271 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1094669.000000 Penalty: 3009.588623
	Iteration 9F: 3 clusters Score -1094669 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1095072.250000 Penalty: 3009.588623
	Iteration 10Q: 3 clusters Score -1095072 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1095359.375000 Penalty: 3009.588623
	Iteration 11Q: 3 clusters Score -1095359 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1095549.125000 Penalty: 3009.588623
	Iteration 12Q: 3 clusters Score -1095549 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1095686.750000 Penalty: 3009.588623
	Iteration 13Q: 3 clusters Score -1095687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1095789.500000 Penalty: 3009.588623
	Iteration 14Q: 3 clusters Score -1095790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1095883.500000 Penalty: 3009.588623
	Iteration 15Q: 3 clusters Score -1095884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1095935.125000 Penalty: 3009.588623
	Iteration 16Q: 3 clusters Score -1095935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1095963.875000 Penalty: 3009.588623
	Iteration 17Q: 3 clusters Score -1095964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1095980.625000 Penalty: 3009.588623
	Iteration 18Q: 3 clusters Score -1095981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1095989.250000 Penalty: 3009.588623
	Iteration 19Q: 3 clusters Score -1095989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1095996.000000 Penalty: 3009.588623
	Iteration 20F: 3 clusters Score -1095996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1096000.250000 Penalty: 3009.588623
	Iteration 21Q: 3 clusters Score -1096000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1096003.750000 Penalty: 3009.588623
	Iteration 22Q: 3 clusters Score -1096004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1096004.750000 Penalty: 3009.588623
	Iteration 23Q: 3 clusters Score -1096005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1096007.125000 Penalty: 3009.588623
	Iteration 24Q: 3 clusters Score -1096007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1096007.125000 Penalty: 3009.588623
	Iteration 25F: 3 clusters Score -1096007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Entering Unmasked Estep 
Score: -19253168.000000 Penalty: 1966.682251
	Iteration 0F: 2 clusters Score -1.925317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -19138544.000000 Penalty: 3933.364502
	Iteration 0F: 3 clusters Score -1.913854e+07 nChanged 87474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -19190824.000000 Penalty: 3933.364502
	Iteration 1F: 3 clusters Score -1.919082e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -19192368.000000 Penalty: 3933.364502
	Iteration 2Q: 3 clusters Score -1.919237e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106346 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -19195090.000000 Penalty: 3933.364502
	Iteration 3Q: 3 clusters Score -1.919509e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -19200118.000000 Penalty: 3933.364502
	Iteration 4F: 3 clusters Score -1.920012e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -19209254.000000 Penalty: 3933.364502
	Iteration 5F: 3 clusters Score -1.920925e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140557 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -19221448.000000 Penalty: 3933.364502
	Iteration 6F: 3 clusters Score -1.922145e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -19233368.000000 Penalty: 3933.364502
	Iteration 7F: 3 clusters Score -1.923337e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162253 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -19240154.000000 Penalty: 3933.364502
	Iteration 8F: 3 clusters Score -1.924015e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -19243416.000000 Penalty: 3933.364502
	Iteration 9Q: 3 clusters Score -1.924342e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169952 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -19245492.000000 Penalty: 3933.364502
	Iteration 10Q: 3 clusters Score -1.924549e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171794 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -19246912.000000 Penalty: 3933.364502
	Iteration 11Q: 3 clusters Score -1.924691e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -19247850.000000 Penalty: 3933.364502
	Iteration 12Q: 3 clusters Score -1.924785e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -19248512.000000 Penalty: 3933.364502
	Iteration 13Q: 3 clusters Score -1.924851e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175027 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -19249014.000000 Penalty: 3933.364502
	Iteration 14Q: 3 clusters Score -1.924901e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -19249552.000000 Penalty: 3933.364502
	Iteration 15Q: 3 clusters Score -1.924955e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -19249968.000000 Penalty: 3933.364502
	Iteration 16Q: 3 clusters Score -1.924997e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176768 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -19250306.000000 Penalty: 3933.364502
	Iteration 17Q: 3 clusters Score -1.925031e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19250530.000000 Penalty: 3933.364502
	Iteration 18Q: 3 clusters Score -1.925053e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177422 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19250696.000000 Penalty: 3933.364502
	Iteration 19Q: 3 clusters Score -1.92507e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19250874.000000 Penalty: 3933.364502
	Iteration 20F: 3 clusters Score -1.925087e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177852 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -19250988.000000 Penalty: 3933.364502
	Iteration 21Q: 3 clusters Score -1.925099e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -19251114.000000 Penalty: 3933.364502
	Iteration 22Q: 3 clusters Score -1.925111e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19251206.000000 Penalty: 3933.364502
	Iteration 23Q: 3 clusters Score -1.925121e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19251280.000000 Penalty: 3933.364502
	Iteration 24Q: 3 clusters Score -1.925128e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178432 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19251324.000000 Penalty: 3933.364502
	Iteration 25Q: 3 clusters Score -1.925132e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -19251342.000000 Penalty: 3933.364502
	Iteration 26Q: 3 clusters Score -1.925134e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -19251408.000000 Penalty: 3933.364502
	Iteration 27Q: 3 clusters Score -1.925141e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19251448.000000 Penalty: 3933.364502
	Iteration 28Q: 3 clusters Score -1.925145e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178721 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19251470.000000 Penalty: 3933.364502
	Iteration 29Q: 3 clusters Score -1.925147e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19251522.000000 Penalty: 3933.364502
	Iteration 30Q: 3 clusters Score -1.925152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19251544.000000 Penalty: 3933.364502
	Iteration 31Q: 3 clusters Score -1.925154e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19251564.000000 Penalty: 3933.364502
	Iteration 32Q: 3 clusters Score -1.925156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19251562.000000 Penalty: 3933.364502
	Iteration 33Q: 3 clusters Score -1.925156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178884 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19251566.000000 Penalty: 3933.364502
	Iteration 34Q: 3 clusters Score -1.925157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19251570.000000 Penalty: 3933.364502
	Iteration 35Q: 3 clusters Score -1.925157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19251600.000000 Penalty: 3933.364502
	Iteration 36Q: 3 clusters Score -1.92516e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178940 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19251600.000000 Penalty: 3933.364502
	Iteration 37Q: 3 clusters Score -1.92516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178961 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19251618.000000 Penalty: 3933.364502
	Iteration 38Q: 3 clusters Score -1.925162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178973 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -19251614.000000 Penalty: 3933.364502
	Iteration 39Q: 3 clusters Score -1.925161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19251632.000000 Penalty: 3933.364502
	Iteration 40F: 3 clusters Score -1.925163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19251642.000000 Penalty: 3933.364502
	Iteration 41Q: 3 clusters Score -1.925164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19251642.000000 Penalty: 3933.364502
	Iteration 42Q: 3 clusters Score -1.925164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19251620.000000 Penalty: 3933.364502
	Iteration 43Q: 3 clusters Score -1.925162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178995 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19251626.000000 Penalty: 3933.364502
	Iteration 44Q: 3 clusters Score -1.925163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178998 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19251632.000000 Penalty: 3933.364502
	Iteration 45Q: 3 clusters Score -1.925163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179000 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19251628.000000 Penalty: 3933.364502
	Iteration 46Q: 3 clusters Score -1.925163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19251628.000000 Penalty: 3933.364502
	Iteration 47Q: 3 clusters Score -1.925163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19251650.000000 Penalty: 3933.364502
	Iteration 48Q: 3 clusters Score -1.925165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19251634.000000 Penalty: 3933.364502
	Iteration 49Q: 3 clusters Score -1.925163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19251634.000000 Penalty: 3933.364502
	Iteration 50Q: 3 clusters Score -1.925163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19251636.000000 Penalty: 3933.364502
	Iteration 51Q: 3 clusters Score -1.925164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179017 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19251634.000000 Penalty: 3933.364502
	Iteration 52Q: 3 clusters Score -1.925163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19251636.000000 Penalty: 3933.364502
	Iteration 53Q: 3 clusters Score -1.925164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179018 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19251646.000000 Penalty: 3933.364502
	Iteration 54Q: 3 clusters Score -1.925165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -19251648.000000 Penalty: 3933.364502
	Iteration 55Q: 3 clusters Score -1.925165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19251648.000000 Penalty: 3933.364502
	Iteration 56Q: 3 clusters Score -1.925165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19251648.000000 Penalty: 3933.364502
	Iteration 57F: 3 clusters Score -1.925165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Entering Unmasked Estep 
Score: -1739758.750000 Penalty: 1577.721069
	Iteration 0F: 2 clusters Score -1739759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1728417.875000 Penalty: 3155.442139
	Iteration 0F: 3 clusters Score -1728418 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1732217.750000 Penalty: 3155.442139
	Iteration 1F: 3 clusters Score -1732218 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1732477.875000 Penalty: 3155.442139
	Iteration 2Q: 3 clusters Score -1732478 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1732744.625000 Penalty: 3155.442139
	Iteration 3Q: 3 clusters Score -1732745 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1733037.375000 Penalty: 3155.442139
	Iteration 4Q: 3 clusters Score -1733037 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1733421.625000 Penalty: 3155.442139
	Iteration 5Q: 3 clusters Score -1733422 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1734005.250000 Penalty: 3155.442139
	Iteration 6F: 3 clusters Score -1734005 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1734808.875000 Penalty: 3155.442139
	Iteration 7F: 3 clusters Score -1734809 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1735823.000000 Penalty: 3155.442139
	Iteration 8F: 3 clusters Score -1735823 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1736782.625000 Penalty: 3155.442139
	Iteration 9F: 3 clusters Score -1736783 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1737557.375000 Penalty: 3155.442139
	Iteration 10Q: 3 clusters Score -1737557 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1738029.500000 Penalty: 3155.442139
	Iteration 11Q: 3 clusters Score -1738030 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1738309.375000 Penalty: 3155.442139
	Iteration 12Q: 3 clusters Score -1738309 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1738432.125000 Penalty: 3155.442139
	Iteration 13Q: 3 clusters Score -1738432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1738482.875000 Penalty: 3155.442139
	Iteration 14Q: 3 clusters Score -1738483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1738508.000000 Penalty: 3155.442139
	Iteration 15Q: 3 clusters Score -1738508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1738526.125000 Penalty: 3155.442139
	Iteration 16Q: 3 clusters Score -1738526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1738546.625000 Penalty: 3155.442139
	Iteration 17Q: 3 clusters Score -1738547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1738557.750000 Penalty: 3155.442139
	Iteration 18Q: 3 clusters Score -1738558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1738564.250000 Penalty: 3155.442139
	Iteration 19Q: 3 clusters Score -1738564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1738571.375000 Penalty: 3155.442139
	Iteration 20F: 3 clusters Score -1738571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1738572.250000 Penalty: 3155.442139
	Iteration 21Q: 3 clusters Score -1738572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1738577.750000 Penalty: 3155.442139
	Iteration 22Q: 3 clusters Score -1738578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1738576.625000 Penalty: 3155.442139
	Iteration 23Q: 3 clusters Score -1738577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1738577.500000 Penalty: 3155.442139
	Iteration 24Q: 3 clusters Score -1738578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1738582.250000 Penalty: 3155.442139
	Iteration 25Q: 3 clusters Score -1738582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1738581.500000 Penalty: 3155.442139
	Iteration 26Q: 3 clusters Score -1738582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1738580.125000 Penalty: 3155.442139
	Iteration 27Q: 3 clusters Score -1738580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1738581.625000 Penalty: 3155.442139
	Iteration 28Q: 3 clusters Score -1738582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1738580.875000 Penalty: 3155.442139
	Iteration 29Q: 3 clusters Score -1738581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1738583.000000 Penalty: 3155.442139
	Iteration 30Q: 3 clusters Score -1738583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1738582.125000 Penalty: 3155.442139
	Iteration 31Q: 3 clusters Score -1738582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1738584.375000 Penalty: 3155.442139
	Iteration 32Q: 3 clusters Score -1738584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1738587.625000 Penalty: 3155.442139
	Iteration 33Q: 3 clusters Score -1738588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1738586.750000 Penalty: 3155.442139
	Iteration 34Q: 3 clusters Score -1738587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1738589.625000 Penalty: 3155.442139
	Iteration 35Q: 3 clusters Score -1738590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1738593.375000 Penalty: 3155.442139
	Iteration 36Q: 3 clusters Score -1738593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1738596.625000 Penalty: 3155.442139
	Iteration 37Q: 3 clusters Score -1738597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1738599.250000 Penalty: 3155.442139
	Iteration 38Q: 3 clusters Score -1738599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1738605.500000 Penalty: 3155.442139
	Iteration 39Q: 3 clusters Score -1738606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1738611.250000 Penalty: 3155.442139
	Iteration 40F: 3 clusters Score -1738611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1738613.375000 Penalty: 3155.442139
	Iteration 41Q: 3 clusters Score -1738613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1738615.250000 Penalty: 3155.442139
	Iteration 42Q: 3 clusters Score -1738615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1738616.250000 Penalty: 3155.442139
	Iteration 43Q: 3 clusters Score -1738616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1738616.375000 Penalty: 3155.442139
	Iteration 44Q: 3 clusters Score -1738616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1738614.750000 Penalty: 3155.442139
	Iteration 45Q: 3 clusters Score -1738615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1738618.500000 Penalty: 3155.442139
	Iteration 46Q: 3 clusters Score -1738618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1738620.500000 Penalty: 3155.442139
	Iteration 47Q: 3 clusters Score -1738620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1738621.000000 Penalty: 3155.442139
	Iteration 48Q: 3 clusters Score -1738621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1738621.875000 Penalty: 3155.442139
	Iteration 49Q: 3 clusters Score -1738622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1738623.250000 Penalty: 3155.442139
	Iteration 50Q: 3 clusters Score -1738623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1738622.250000 Penalty: 3155.442139
	Iteration 51Q: 3 clusters Score -1738622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1738622.250000 Penalty: 3155.442139
	Iteration 52F: 3 clusters Score -1738622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Entering Unmasked Estep 
Score: -5627547.000000 Penalty: 1770.222778
	Iteration 0F: 2 clusters Score -5627547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5591575.500000 Penalty: 3540.445557
	Iteration 0F: 3 clusters Score -5591576 nChanged 25305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5605629.500000 Penalty: 3540.445557
	Iteration 1F: 3 clusters Score -5605630 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5605993.500000 Penalty: 3540.445557
	Iteration 2Q: 3 clusters Score -5605994 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -5606362.000000 Penalty: 3540.445557
	Iteration 3Q: 3 clusters Score -5606362 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5606793.500000 Penalty: 3540.445557
	Iteration 4Q: 3 clusters Score -5606794 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5607281.500000 Penalty: 3540.445557
	Iteration 5Q: 3 clusters Score -5607282 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -5607933.000000 Penalty: 3540.445557
	Iteration 6Q: 3 clusters Score -5607933 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5608860.000000 Penalty: 3540.445557
	Iteration 7Q: 3 clusters Score -5608860 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5610344.500000 Penalty: 3540.445557
	Iteration 8F: 3 clusters Score -5610344 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5612582.000000 Penalty: 3540.445557
	Iteration 9F: 3 clusters Score -5612582 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5615766.000000 Penalty: 3540.445557
	Iteration 10F: 3 clusters Score -5615766 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5619336.000000 Penalty: 3540.445557
	Iteration 11F: 3 clusters Score -5619336 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -5622497.500000 Penalty: 3540.445557
	Iteration 12F: 3 clusters Score -5622498 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -5624565.500000 Penalty: 3540.445557
	Iteration 13Q: 3 clusters Score -5624566 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -5625443.500000 Penalty: 3540.445557
	Iteration 14Q: 3 clusters Score -5625444 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -5625741.000000 Penalty: 3540.445557
	Iteration 15Q: 3 clusters Score -5625741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -5625851.500000 Penalty: 3540.445557
	Iteration 16Q: 3 clusters Score -5625852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -5625904.500000 Penalty: 3540.445557
	Iteration 17Q: 3 clusters Score -5625904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -5625918.500000 Penalty: 3540.445557
	Iteration 18Q: 3 clusters Score -5625918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -5625950.500000 Penalty: 3540.445557
	Iteration 19Q: 3 clusters Score -5625950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -5625958.000000 Penalty: 3540.445557
	Iteration 20F: 3 clusters Score -5625958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -5625957.500000 Penalty: 3540.445557
	Iteration 21Q: 3 clusters Score -5625958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -5625957.500000 Penalty: 3540.445557
	Iteration 22F: 3 clusters Score -5625958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1332298.875000 Penalty: 1535.302979
	Iteration 0F: 2 clusters Score -1332299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1323412.000000 Penalty: 3070.605957
	Iteration 0F: 3 clusters Score -1323412 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1326279.375000 Penalty: 3070.605957
	Iteration 1F: 3 clusters Score -1326279 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1326537.000000 Penalty: 3070.605957
	Iteration 2F: 3 clusters Score -1326537 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1326728.625000 Penalty: 3070.605957
	Iteration 3Q: 3 clusters Score -1326729 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1326864.625000 Penalty: 3070.605957
	Iteration 4Q: 3 clusters Score -1326865 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1326966.250000 Penalty: 3070.605957
	Iteration 5Q: 3 clusters Score -1326966 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1327067.875000 Penalty: 3070.605957
	Iteration 6Q: 3 clusters Score -1327068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1327180.375000 Penalty: 3070.605957
	Iteration 7Q: 3 clusters Score -1327180 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1327360.125000 Penalty: 3070.605957
	Iteration 8Q: 3 clusters Score -1327360 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1327543.500000 Penalty: 3070.605957
	Iteration 9Q: 3 clusters Score -1327544 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1327746.875000 Penalty: 3070.605957
	Iteration 10Q: 3 clusters Score -1327747 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1328022.625000 Penalty: 3070.605957
	Iteration 11Q: 3 clusters Score -1328023 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1328378.375000 Penalty: 3070.605957
	Iteration 12Q: 3 clusters Score -1328378 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1328766.625000 Penalty: 3070.605957
	Iteration 13Q: 3 clusters Score -1328767 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1329133.250000 Penalty: 3070.605957
	Iteration 14Q: 3 clusters Score -1329133 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1329417.375000 Penalty: 3070.605957
	Iteration 15Q: 3 clusters Score -1329417 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1329622.125000 Penalty: 3070.605957
	Iteration 16Q: 3 clusters Score -1329622 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1329757.250000 Penalty: 3070.605957
	Iteration 17Q: 3 clusters Score -1329757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1329845.375000 Penalty: 3070.605957
	Iteration 18Q: 3 clusters Score -1329845 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1329905.000000 Penalty: 3070.605957
	Iteration 19Q: 3 clusters Score -1329905 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1329954.875000 Penalty: 3070.605957
	Iteration 20F: 3 clusters Score -1329955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1330008.625000 Penalty: 3070.605957
	Iteration 21Q: 3 clusters Score -1330009 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1330051.250000 Penalty: 3070.605957
	Iteration 22Q: 3 clusters Score -1330051 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1330102.750000 Penalty: 3070.605957
	Iteration 23Q: 3 clusters Score -1330103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1330140.000000 Penalty: 3070.605957
	Iteration 24Q: 3 clusters Score -1330140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1330166.750000 Penalty: 3070.605957
	Iteration 25Q: 3 clusters Score -1330167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1330190.875000 Penalty: 3070.605957
	Iteration 26Q: 3 clusters Score -1330191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1330212.875000 Penalty: 3070.605957
	Iteration 27Q: 3 clusters Score -1330213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1330237.500000 Penalty: 3070.605957
	Iteration 28Q: 3 clusters Score -1330238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1330264.875000 Penalty: 3070.605957
	Iteration 29Q: 3 clusters Score -1330265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1330279.875000 Penalty: 3070.605957
	Iteration 30Q: 3 clusters Score -1330280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1330304.500000 Penalty: 3070.605957
	Iteration 31Q: 3 clusters Score -1330304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1330327.125000 Penalty: 3070.605957
	Iteration 32Q: 3 clusters Score -1330327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1330349.625000 Penalty: 3070.605957
	Iteration 33Q: 3 clusters Score -1330350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1330382.250000 Penalty: 3070.605957
	Iteration 34Q: 3 clusters Score -1330382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1330400.750000 Penalty: 3070.605957
	Iteration 35Q: 3 clusters Score -1330401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1330419.875000 Penalty: 3070.605957
	Iteration 36Q: 3 clusters Score -1330420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1330429.375000 Penalty: 3070.605957
	Iteration 37Q: 3 clusters Score -1330429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1330442.250000 Penalty: 3070.605957
	Iteration 38Q: 3 clusters Score -1330442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1330451.375000 Penalty: 3070.605957
	Iteration 39Q: 3 clusters Score -1330451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1330458.125000 Penalty: 3070.605957
	Iteration 40F: 3 clusters Score -1330458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1330465.500000 Penalty: 3070.605957
	Iteration 41Q: 3 clusters Score -1330466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1330468.000000 Penalty: 3070.605957
	Iteration 42Q: 3 clusters Score -1330468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1330476.500000 Penalty: 3070.605957
	Iteration 43Q: 3 clusters Score -1330476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1330491.250000 Penalty: 3070.605957
	Iteration 44Q: 3 clusters Score -1330491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1330496.750000 Penalty: 3070.605957
	Iteration 45Q: 3 clusters Score -1330497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1330509.000000 Penalty: 3070.605957
	Iteration 46Q: 3 clusters Score -1330509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1330523.500000 Penalty: 3070.605957
	Iteration 47Q: 3 clusters Score -1330524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1330532.625000 Penalty: 3070.605957
	Iteration 48Q: 3 clusters Score -1330533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1330543.875000 Penalty: 3070.605957
	Iteration 49Q: 3 clusters Score -1330544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1330557.875000 Penalty: 3070.605957
	Iteration 50Q: 3 clusters Score -1330558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1330570.500000 Penalty: 3070.605957
	Iteration 51Q: 3 clusters Score -1330570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1330582.500000 Penalty: 3070.605957
	Iteration 52Q: 3 clusters Score -1330582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1330596.375000 Penalty: 3070.605957
	Iteration 53Q: 3 clusters Score -1330596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1330601.875000 Penalty: 3070.605957
	Iteration 54Q: 3 clusters Score -1330602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1330622.625000 Penalty: 3070.605957
	Iteration 55Q: 3 clusters Score -1330623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1330643.875000 Penalty: 3070.605957
	Iteration 56Q: 3 clusters Score -1330644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1330662.000000 Penalty: 3070.605957
	Iteration 57Q: 3 clusters Score -1330662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1330676.125000 Penalty: 3070.605957
	Iteration 58Q: 3 clusters Score -1330676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1330689.500000 Penalty: 3070.605957
	Iteration 59Q: 3 clusters Score -1330690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1330701.750000 Penalty: 3070.605957
	Iteration 60F: 3 clusters Score -1330702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1330717.000000 Penalty: 3070.605957
	Iteration 61Q: 3 clusters Score -1330717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1330724.250000 Penalty: 3070.605957
	Iteration 62Q: 3 clusters Score -1330724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1330732.000000 Penalty: 3070.605957
	Iteration 63Q: 3 clusters Score -1330732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1330742.750000 Penalty: 3070.605957
	Iteration 64Q: 3 clusters Score -1330743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1330750.500000 Penalty: 3070.605957
	Iteration 65Q: 3 clusters Score -1330750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1330757.000000 Penalty: 3070.605957
	Iteration 66Q: 3 clusters Score -1330757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1330766.250000 Penalty: 3070.605957
	Iteration 67Q: 3 clusters Score -1330766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1330777.625000 Penalty: 3070.605957
	Iteration 68Q: 3 clusters Score -1330778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1330783.750000 Penalty: 3070.605957
	Iteration 69Q: 3 clusters Score -1330784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1330793.750000 Penalty: 3070.605957
	Iteration 70Q: 3 clusters Score -1330794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1330800.750000 Penalty: 3070.605957
	Iteration 71Q: 3 clusters Score -1330801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1330811.625000 Penalty: 3070.605957
	Iteration 72Q: 3 clusters Score -1330812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1330813.875000 Penalty: 3070.605957
	Iteration 73Q: 3 clusters Score -1330814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1330825.500000 Penalty: 3070.605957
	Iteration 74Q: 3 clusters Score -1330826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1330839.375000 Penalty: 3070.605957
	Iteration 75Q: 3 clusters Score -1330839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1330844.125000 Penalty: 3070.605957
	Iteration 76Q: 3 clusters Score -1330844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1330851.500000 Penalty: 3070.605957
	Iteration 77Q: 3 clusters Score -1330852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1330860.125000 Penalty: 3070.605957
	Iteration 78Q: 3 clusters Score -1330860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1330865.500000 Penalty: 3070.605957
	Iteration 79Q: 3 clusters Score -1330866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1330876.625000 Penalty: 3070.605957
	Iteration 80F: 3 clusters Score -1330877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1330888.875000 Penalty: 3070.605957
	Iteration 81Q: 3 clusters Score -1330889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1330892.500000 Penalty: 3070.605957
	Iteration 82Q: 3 clusters Score -1330892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1330899.500000 Penalty: 3070.605957
	Iteration 83Q: 3 clusters Score -1330900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1330903.125000 Penalty: 3070.605957
	Iteration 84Q: 3 clusters Score -1330903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1330907.000000 Penalty: 3070.605957
	Iteration 85Q: 3 clusters Score -1330907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1330907.750000 Penalty: 3070.605957
	Iteration 86Q: 3 clusters Score -1330908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1330909.625000 Penalty: 3070.605957
	Iteration 87Q: 3 clusters Score -1330910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1330918.875000 Penalty: 3070.605957
	Iteration 88Q: 3 clusters Score -1330919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1330920.250000 Penalty: 3070.605957
	Iteration 89Q: 3 clusters Score -1330920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1330923.750000 Penalty: 3070.605957
	Iteration 90Q: 3 clusters Score -1330924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1330927.625000 Penalty: 3070.605957
	Iteration 91Q: 3 clusters Score -1330928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1330928.500000 Penalty: 3070.605957
	Iteration 92Q: 3 clusters Score -1330928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1330935.250000 Penalty: 3070.605957
	Iteration 93Q: 3 clusters Score -1330935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1330938.875000 Penalty: 3070.605957
	Iteration 94Q: 3 clusters Score -1330939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1330941.250000 Penalty: 3070.605957
	Iteration 95Q: 3 clusters Score -1330941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1330945.375000 Penalty: 3070.605957
	Iteration 96Q: 3 clusters Score -1330945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1330949.875000 Penalty: 3070.605957
	Iteration 97Q: 3 clusters Score -1330950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1330952.250000 Penalty: 3070.605957
	Iteration 98Q: 3 clusters Score -1330952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1330953.375000 Penalty: 3070.605957
	Iteration 99Q: 3 clusters Score -1330953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1330957.125000 Penalty: 3070.605957
	Iteration 100F: 3 clusters Score -1330957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1330959.250000 Penalty: 3070.605957
	Iteration 101Q: 3 clusters Score -1330959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1330959.000000 Penalty: 3070.605957
	Iteration 102Q: 3 clusters Score -1330959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1330965.875000 Penalty: 3070.605957
	Iteration 103Q: 3 clusters Score -1330966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1330968.625000 Penalty: 3070.605957
	Iteration 104Q: 3 clusters Score -1330969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1330968.750000 Penalty: 3070.605957
	Iteration 105Q: 3 clusters Score -1330969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1330970.625000 Penalty: 3070.605957
	Iteration 106Q: 3 clusters Score -1330971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1330973.750000 Penalty: 3070.605957
	Iteration 107Q: 3 clusters Score -1330974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1330975.000000 Penalty: 3070.605957
	Iteration 108Q: 3 clusters Score -1330975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1330978.125000 Penalty: 3070.605957
	Iteration 109Q: 3 clusters Score -1330978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1330980.250000 Penalty: 3070.605957
	Iteration 110Q: 3 clusters Score -1330980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1330983.750000 Penalty: 3070.605957
	Iteration 111Q: 3 clusters Score -1330984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1330986.625000 Penalty: 3070.605957
	Iteration 112Q: 3 clusters Score -1330987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1330987.375000 Penalty: 3070.605957
	Iteration 113Q: 3 clusters Score -1330987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1330989.875000 Penalty: 3070.605957
	Iteration 114Q: 3 clusters Score -1330990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1330990.625000 Penalty: 3070.605957
	Iteration 115Q: 3 clusters Score -1330991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1330992.500000 Penalty: 3070.605957
	Iteration 116Q: 3 clusters Score -1330992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1330992.500000 Penalty: 3070.605957
	Iteration 117Q: 3 clusters Score -1330992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1330995.625000 Penalty: 3070.605957
	Iteration 118Q: 3 clusters Score -1330996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1330996.375000 Penalty: 3070.605957
	Iteration 119Q: 3 clusters Score -1330996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1330996.375000 Penalty: 3070.605957
	Iteration 120F: 3 clusters Score -1330996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1330997.000000 Penalty: 3070.605957
	Iteration 121Q: 3 clusters Score -1330997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1330998.500000 Penalty: 3070.605957
	Iteration 122Q: 3 clusters Score -1330998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1330998.500000 Penalty: 3070.605957
	Iteration 123Q: 3 clusters Score -1330998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1330999.250000 Penalty: 3070.605957
	Iteration 124Q: 3 clusters Score -1330999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1331000.375000 Penalty: 3070.605957
	Iteration 125Q: 3 clusters Score -1331000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1330999.000000 Penalty: 3070.605957
	Iteration 126Q: 3 clusters Score -1330999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1330999.625000 Penalty: 3070.605957
	Iteration 127Q: 3 clusters Score -1331000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1331001.625000 Penalty: 3070.605957
	Iteration 128Q: 3 clusters Score -1331002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1331002.125000 Penalty: 3070.605957
	Iteration 129Q: 3 clusters Score -1331002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1331002.125000 Penalty: 3070.605957
	Iteration 130F: 3 clusters Score -1331002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -22004.988281 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -22004.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21325.083984 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -21325.08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21829.544922 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -21829.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22374.611328 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -22374.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22557.789062 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -22557.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22608.560547 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -22608.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22768.316406 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -22768.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22865.507812 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -22865.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23030.582031 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -23030.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23090.876953 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -23090.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23157.156250 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -23157.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23157.156250 Penalty: 1840.462158
	Iteration 10F: 3 clusters Score -23157.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 180351 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 53835 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 116 members 
Mstep: Class 8 contains 92007 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45866 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 29280 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25464 members 
Mstep: Class 15 contains 284577 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 8969 members 
Mstep: Class 19 contains 18563 members 
Mstep: Class 20 contains 172 members 
Entering Unmasked Estep 
Score: -84476704.000000 Penalty: 44211.253906
Splitting cluster 7 changes total score from -84476848.000000 to -84476704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (92007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Entering Unmasked Estep 
Score: -9919561.000000 Penalty: 1857.313232
	Iteration 0F: 2 clusters Score -9919561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -9857869.000000 Penalty: 3714.626465
	Iteration 0F: 3 clusters Score -9857869 nChanged 44284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9883704.000000 Penalty: 3714.626465
	Iteration 1F: 3 clusters Score -9883704 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9884353.000000 Penalty: 3714.626465
	Iteration 2Q: 3 clusters Score -9884353 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -9884967.000000 Penalty: 3714.626465
	Iteration 3Q: 3 clusters Score -9884967 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -9885742.000000 Penalty: 3714.626465
	Iteration 4Q: 3 clusters Score -9885742 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -9886966.000000 Penalty: 3714.626465
	Iteration 5Q: 3 clusters Score -9886966 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9888909.000000 Penalty: 3714.626465
	Iteration 6Q: 3 clusters Score -9888909 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -9891834.000000 Penalty: 3714.626465
	Iteration 7F: 3 clusters Score -9891834 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -9896043.000000 Penalty: 3714.626465
	Iteration 8F: 3 clusters Score -9896043 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -9901369.000000 Penalty: 3714.626465
	Iteration 9F: 3 clusters Score -9901369 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -9906540.000000 Penalty: 3714.626465
	Iteration 10F: 3 clusters Score -9906540 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -9910483.000000 Penalty: 3714.626465
	Iteration 11F: 3 clusters Score -9910483 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -9912973.000000 Penalty: 3714.626465
	Iteration 12Q: 3 clusters Score -9912973 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9914504.000000 Penalty: 3714.626465
	Iteration 13Q: 3 clusters Score -9914504 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -9915594.000000 Penalty: 3714.626465
	Iteration 14Q: 3 clusters Score -9915594 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9916309.000000 Penalty: 3714.626465
	Iteration 15Q: 3 clusters Score -9916309 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9916769.000000 Penalty: 3714.626465
	Iteration 16Q: 3 clusters Score -9916769 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9917155.000000 Penalty: 3714.626465
	Iteration 17Q: 3 clusters Score -9917155 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9917375.000000 Penalty: 3714.626465
	Iteration 18Q: 3 clusters Score -9917375 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9917541.000000 Penalty: 3714.626465
	Iteration 19Q: 3 clusters Score -9917541 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9917669.000000 Penalty: 3714.626465
	Iteration 20F: 3 clusters Score -9917669 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9917750.000000 Penalty: 3714.626465
	Iteration 21Q: 3 clusters Score -9917750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9917821.000000 Penalty: 3714.626465
	Iteration 22Q: 3 clusters Score -9917821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9917867.000000 Penalty: 3714.626465
	Iteration 23Q: 3 clusters Score -9917867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9917896.000000 Penalty: 3714.626465
	Iteration 24Q: 3 clusters Score -9917896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9917928.000000 Penalty: 3714.626465
	Iteration 25Q: 3 clusters Score -9917928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9917952.000000 Penalty: 3714.626465
	Iteration 26Q: 3 clusters Score -9917952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9917970.000000 Penalty: 3714.626465
	Iteration 27Q: 3 clusters Score -9917970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9917975.000000 Penalty: 3714.626465
	Iteration 28Q: 3 clusters Score -9917975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9917993.000000 Penalty: 3714.626465
	Iteration 29Q: 3 clusters Score -9917993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9918009.000000 Penalty: 3714.626465
	Iteration 30Q: 3 clusters Score -9918009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9918015.000000 Penalty: 3714.626465
	Iteration 31Q: 3 clusters Score -9918015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9918033.000000 Penalty: 3714.626465
	Iteration 32Q: 3 clusters Score -9918033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9918044.000000 Penalty: 3714.626465
	Iteration 33Q: 3 clusters Score -9918044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9918048.000000 Penalty: 3714.626465
	Iteration 34Q: 3 clusters Score -9918048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9918056.000000 Penalty: 3714.626465
	Iteration 35Q: 3 clusters Score -9918056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9918069.000000 Penalty: 3714.626465
	Iteration 36Q: 3 clusters Score -9918069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9918061.000000 Penalty: 3714.626465
	Iteration 37Q: 3 clusters Score -9918061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9918062.000000 Penalty: 3714.626465
	Iteration 38Q: 3 clusters Score -9918062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9918062.000000 Penalty: 3714.626465
	Iteration 39Q: 3 clusters Score -9918062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9918064.000000 Penalty: 3714.626465
	Iteration 40F: 3 clusters Score -9918064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9918066.000000 Penalty: 3714.626465
	Iteration 41Q: 3 clusters Score -9918066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9918067.000000 Penalty: 3714.626465
	Iteration 42Q: 3 clusters Score -9918067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9918072.000000 Penalty: 3714.626465
	Iteration 43Q: 3 clusters Score -9918072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9918074.000000 Penalty: 3714.626465
	Iteration 44Q: 3 clusters Score -9918074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9918079.000000 Penalty: 3714.626465
	Iteration 45Q: 3 clusters Score -9918079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9918093.000000 Penalty: 3714.626465
	Iteration 46Q: 3 clusters Score -9918093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9918082.000000 Penalty: 3714.626465
	Iteration 47Q: 3 clusters Score -9918082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9918090.000000 Penalty: 3714.626465
	Iteration 48Q: 3 clusters Score -9918090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9918090.000000 Penalty: 3714.626465
	Iteration 49Q: 3 clusters Score -9918090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9918094.000000 Penalty: 3714.626465
	Iteration 50Q: 3 clusters Score -9918094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9918104.000000 Penalty: 3714.626465
	Iteration 51Q: 3 clusters Score -9918104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9918107.000000 Penalty: 3714.626465
	Iteration 52Q: 3 clusters Score -9918107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9918115.000000 Penalty: 3714.626465
	Iteration 53Q: 3 clusters Score -9918115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9918114.000000 Penalty: 3714.626465
	Iteration 54Q: 3 clusters Score -9918114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9918113.000000 Penalty: 3714.626465
	Iteration 55Q: 3 clusters Score -9918113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9918116.000000 Penalty: 3714.626465
	Iteration 56Q: 3 clusters Score -9918116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9918117.000000 Penalty: 3714.626465
	Iteration 57Q: 3 clusters Score -9918117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9918116.000000 Penalty: 3714.626465
	Iteration 58Q: 3 clusters Score -9918116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9918121.000000 Penalty: 3714.626465
	Iteration 59Q: 3 clusters Score -9918121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9918121.000000 Penalty: 3714.626465
	Iteration 60F: 3 clusters Score -9918121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -582225.000000 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -582225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -577748.500000 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -577748.5 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -578952.937500 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -578952.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -579324.687500 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -579324.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -579946.125000 Penalty: 2811.867188
	Iteration 3F: 3 clusters Score -579946.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -580666.437500 Penalty: 2811.867188
	Iteration 4F: 3 clusters Score -580666.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -581217.125000 Penalty: 2811.867188
	Iteration 5F: 3 clusters Score -581217.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -581586.875000 Penalty: 2811.867188
	Iteration 6F: 3 clusters Score -581586.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -581788.687500 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -581788.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -581890.312500 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -581890.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -581943.500000 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -581943.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -581970.000000 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -581970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -581989.062500 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -581989.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -582008.812500 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -582008.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -582024.437500 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -582024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -582031.687500 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -582031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -582036.250000 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -582036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -582040.437500 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -582040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -582046.562500 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -582046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -582049.250000 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -582049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -582056.375000 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -582056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -582059.437500 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -582059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -582066.750000 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -582066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -582071.562500 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -582071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -582074.062500 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -582074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -582075.187500 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -582075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -582076.125000 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -582076.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -582078.562500 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -582078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -582079.250000 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -582079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -582079.687500 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -582079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -582079.687500 Penalty: 2811.867188
	Iteration 29F: 3 clusters Score -582079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Entering Unmasked Estep 
Score: -4986698.000000 Penalty: 1744.190430
	Iteration 0F: 2 clusters Score -4986698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4955973.500000 Penalty: 3488.380859
	Iteration 0F: 3 clusters Score -4955974 nChanged 21343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4968183.000000 Penalty: 3488.380859
	Iteration 1F: 3 clusters Score -4968183 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4968908.000000 Penalty: 3488.380859
	Iteration 2Q: 3 clusters Score -4968908 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4970015.000000 Penalty: 3488.380859
	Iteration 3F: 3 clusters Score -4970015 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4971710.500000 Penalty: 3488.380859
	Iteration 4F: 3 clusters Score -4971710 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4974239.000000 Penalty: 3488.380859
	Iteration 5F: 3 clusters Score -4974239 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4977287.500000 Penalty: 3488.380859
	Iteration 6F: 3 clusters Score -4977288 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4980038.500000 Penalty: 3488.380859
	Iteration 7F: 3 clusters Score -4980038 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4981822.500000 Penalty: 3488.380859
	Iteration 8Q: 3 clusters Score -4981822 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4982743.500000 Penalty: 3488.380859
	Iteration 9Q: 3 clusters Score -4982744 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4983225.000000 Penalty: 3488.380859
	Iteration 10Q: 3 clusters Score -4983225 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -4983523.500000 Penalty: 3488.380859
	Iteration 11Q: 3 clusters Score -4983524 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4983766.000000 Penalty: 3488.380859
	Iteration 12Q: 3 clusters Score -4983766 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -4984016.000000 Penalty: 3488.380859
	Iteration 13Q: 3 clusters Score -4984016 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4984231.000000 Penalty: 3488.380859
	Iteration 14Q: 3 clusters Score -4984231 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -4984440.500000 Penalty: 3488.380859
	Iteration 15Q: 3 clusters Score -4984440 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -4984606.500000 Penalty: 3488.380859
	Iteration 16Q: 3 clusters Score -4984606 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -4984733.000000 Penalty: 3488.380859
	Iteration 17Q: 3 clusters Score -4984733 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -4984883.500000 Penalty: 3488.380859
	Iteration 18Q: 3 clusters Score -4984884 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -4984997.000000 Penalty: 3488.380859
	Iteration 19Q: 3 clusters Score -4984997 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -4985092.000000 Penalty: 3488.380859
	Iteration 20F: 3 clusters Score -4985092 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -4985164.500000 Penalty: 3488.380859
	Iteration 21Q: 3 clusters Score -4985164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -4985256.000000 Penalty: 3488.380859
	Iteration 22Q: 3 clusters Score -4985256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -4985296.000000 Penalty: 3488.380859
	Iteration 23Q: 3 clusters Score -4985296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -4985320.500000 Penalty: 3488.380859
	Iteration 24Q: 3 clusters Score -4985320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -4985341.500000 Penalty: 3488.380859
	Iteration 25Q: 3 clusters Score -4985342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -4985356.000000 Penalty: 3488.380859
	Iteration 26Q: 3 clusters Score -4985356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -4985374.000000 Penalty: 3488.380859
	Iteration 27Q: 3 clusters Score -4985374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -4985383.500000 Penalty: 3488.380859
	Iteration 28Q: 3 clusters Score -4985384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4985383.500000 Penalty: 3488.380859
	Iteration 29Q: 3 clusters Score -4985384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -4985396.500000 Penalty: 3488.380859
	Iteration 30Q: 3 clusters Score -4985396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -4985398.000000 Penalty: 3488.380859
	Iteration 31Q: 3 clusters Score -4985398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -4985390.500000 Penalty: 3488.380859
	Iteration 32Q: 3 clusters Score -4985390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -4985389.000000 Penalty: 3488.380859
	Iteration 33Q: 3 clusters Score -4985389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -4985396.000000 Penalty: 3488.380859
	Iteration 34Q: 3 clusters Score -4985396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -4985400.000000 Penalty: 3488.380859
	Iteration 35Q: 3 clusters Score -4985400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -4985407.000000 Penalty: 3488.380859
	Iteration 36Q: 3 clusters Score -4985407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4985411.500000 Penalty: 3488.380859
	Iteration 37Q: 3 clusters Score -4985412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -4985416.000000 Penalty: 3488.380859
	Iteration 38Q: 3 clusters Score -4985416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -4985420.500000 Penalty: 3488.380859
	Iteration 39Q: 3 clusters Score -4985420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -4985417.500000 Penalty: 3488.380859
	Iteration 40F: 3 clusters Score -4985418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -4985421.500000 Penalty: 3488.380859
	Iteration 41Q: 3 clusters Score -4985422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -4985419.500000 Penalty: 3488.380859
	Iteration 42Q: 3 clusters Score -4985420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -4985418.500000 Penalty: 3488.380859
	Iteration 43Q: 3 clusters Score -4985418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -4985423.500000 Penalty: 3488.380859
	Iteration 44Q: 3 clusters Score -4985424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -4985433.000000 Penalty: 3488.380859
	Iteration 45Q: 3 clusters Score -4985433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -4985442.000000 Penalty: 3488.380859
	Iteration 46Q: 3 clusters Score -4985442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -4985450.500000 Penalty: 3488.380859
	Iteration 47Q: 3 clusters Score -4985450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -4985444.000000 Penalty: 3488.380859
	Iteration 48Q: 3 clusters Score -4985444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -4985450.000000 Penalty: 3488.380859
	Iteration 49Q: 3 clusters Score -4985450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -4985451.500000 Penalty: 3488.380859
	Iteration 50Q: 3 clusters Score -4985452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -4985450.000000 Penalty: 3488.380859
	Iteration 51Q: 3 clusters Score -4985450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -4985452.000000 Penalty: 3488.380859
	Iteration 52Q: 3 clusters Score -4985452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -4985454.000000 Penalty: 3488.380859
	Iteration 53Q: 3 clusters Score -4985454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4985451.000000 Penalty: 3488.380859
	Iteration 54Q: 3 clusters Score -4985451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -4985453.500000 Penalty: 3488.380859
	Iteration 55Q: 3 clusters Score -4985454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -4985456.500000 Penalty: 3488.380859
	Iteration 56Q: 3 clusters Score -4985456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -4985454.500000 Penalty: 3488.380859
	Iteration 57Q: 3 clusters Score -4985454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -4985458.000000 Penalty: 3488.380859
	Iteration 58Q: 3 clusters Score -4985458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -4985458.000000 Penalty: 3488.380859
	Iteration 59F: 3 clusters Score -4985458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -280459.875000 Penalty: 1282.887329
	Iteration 0F: 2 clusters Score -280459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -277913.375000 Penalty: 2565.774658
	Iteration 0F: 3 clusters Score -277913.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -278468.968750 Penalty: 2565.774658
	Iteration 1F: 3 clusters Score -278469 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -278620.656250 Penalty: 2565.774658
	Iteration 2F: 3 clusters Score -278620.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -278741.187500 Penalty: 2565.774658
	Iteration 3F: 3 clusters Score -278741.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -278870.656250 Penalty: 2565.774658
	Iteration 4F: 3 clusters Score -278870.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -278966.718750 Penalty: 2565.774658
	Iteration 5Q: 3 clusters Score -278966.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279044.343750 Penalty: 2565.774658
	Iteration 6Q: 3 clusters Score -279044.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -279117.906250 Penalty: 2565.774658
	Iteration 7Q: 3 clusters Score -279117.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -279188.500000 Penalty: 2565.774658
	Iteration 8Q: 3 clusters Score -279188.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -279260.031250 Penalty: 2565.774658
	Iteration 9Q: 3 clusters Score -279260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -279323.687500 Penalty: 2565.774658
	Iteration 10Q: 3 clusters Score -279323.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -279394.250000 Penalty: 2565.774658
	Iteration 11Q: 3 clusters Score -279394.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -279466.031250 Penalty: 2565.774658
	Iteration 12Q: 3 clusters Score -279466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -279541.906250 Penalty: 2565.774658
	Iteration 13Q: 3 clusters Score -279541.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -279617.500000 Penalty: 2565.774658
	Iteration 14Q: 3 clusters Score -279617.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -279689.375000 Penalty: 2565.774658
	Iteration 15Q: 3 clusters Score -279689.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -279750.593750 Penalty: 2565.774658
	Iteration 16Q: 3 clusters Score -279750.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -279804.281250 Penalty: 2565.774658
	Iteration 17Q: 3 clusters Score -279804.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -279836.937500 Penalty: 2565.774658
	Iteration 18Q: 3 clusters Score -279836.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -279864.406250 Penalty: 2565.774658
	Iteration 19Q: 3 clusters Score -279864.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -279894.093750 Penalty: 2565.774658
	Iteration 20F: 3 clusters Score -279894.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -279921.343750 Penalty: 2565.774658
	Iteration 21Q: 3 clusters Score -279921.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -279943.343750 Penalty: 2565.774658
	Iteration 22Q: 3 clusters Score -279943.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -279960.906250 Penalty: 2565.774658
	Iteration 23Q: 3 clusters Score -279960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -279970.500000 Penalty: 2565.774658
	Iteration 24Q: 3 clusters Score -279970.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -279976.218750 Penalty: 2565.774658
	Iteration 25Q: 3 clusters Score -279976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -279977.093750 Penalty: 2565.774658
	Iteration 26Q: 3 clusters Score -279977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -279977.812500 Penalty: 2565.774658
	Iteration 27Q: 3 clusters Score -279977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -279979.812500 Penalty: 2565.774658
	Iteration 28Q: 3 clusters Score -279979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -279980.468750 Penalty: 2565.774658
	Iteration 29Q: 3 clusters Score -279980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -279980.468750 Penalty: 2565.774658
	Iteration 30F: 3 clusters Score -279980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Entering Unmasked Estep 
Score: -3183998.500000 Penalty: 1671.257324
	Iteration 0F: 2 clusters Score -3183998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3164258.750000 Penalty: 3342.514648
	Iteration 0F: 3 clusters Score -3164259 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3171658.500000 Penalty: 3342.514648
	Iteration 1F: 3 clusters Score -3171658 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3171985.750000 Penalty: 3342.514648
	Iteration 2Q: 3 clusters Score -3171986 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3172331.750000 Penalty: 3342.514648
	Iteration 3Q: 3 clusters Score -3172332 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3172781.000000 Penalty: 3342.514648
	Iteration 4Q: 3 clusters Score -3172781 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3173433.000000 Penalty: 3342.514648
	Iteration 5Q: 3 clusters Score -3173433 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3174440.500000 Penalty: 3342.514648
	Iteration 6F: 3 clusters Score -3174440 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3175864.250000 Penalty: 3342.514648
	Iteration 7F: 3 clusters Score -3175864 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3177774.750000 Penalty: 3342.514648
	Iteration 8F: 3 clusters Score -3177775 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3179636.000000 Penalty: 3342.514648
	Iteration 9F: 3 clusters Score -3179636 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3180678.000000 Penalty: 3342.514648
	Iteration 10Q: 3 clusters Score -3180678 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3181053.750000 Penalty: 3342.514648
	Iteration 11Q: 3 clusters Score -3181054 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3181223.250000 Penalty: 3342.514648
	Iteration 12Q: 3 clusters Score -3181223 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3181360.500000 Penalty: 3342.514648
	Iteration 13Q: 3 clusters Score -3181360 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3181448.500000 Penalty: 3342.514648
	Iteration 14Q: 3 clusters Score -3181448 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3181532.250000 Penalty: 3342.514648
	Iteration 15Q: 3 clusters Score -3181532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3181588.250000 Penalty: 3342.514648
	Iteration 16Q: 3 clusters Score -3181588 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3181647.750000 Penalty: 3342.514648
	Iteration 17Q: 3 clusters Score -3181648 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3181716.750000 Penalty: 3342.514648
	Iteration 18Q: 3 clusters Score -3181717 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3181754.750000 Penalty: 3342.514648
	Iteration 19Q: 3 clusters Score -3181755 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3181800.000000 Penalty: 3342.514648
	Iteration 20F: 3 clusters Score -3181800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3181848.250000 Penalty: 3342.514648
	Iteration 21Q: 3 clusters Score -3181848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3181885.750000 Penalty: 3342.514648
	Iteration 22Q: 3 clusters Score -3181886 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3181922.250000 Penalty: 3342.514648
	Iteration 23Q: 3 clusters Score -3181922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3181969.500000 Penalty: 3342.514648
	Iteration 24Q: 3 clusters Score -3181970 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3181996.250000 Penalty: 3342.514648
	Iteration 25Q: 3 clusters Score -3181996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3182034.750000 Penalty: 3342.514648
	Iteration 26Q: 3 clusters Score -3182035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3182062.250000 Penalty: 3342.514648
	Iteration 27Q: 3 clusters Score -3182062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3182110.000000 Penalty: 3342.514648
	Iteration 28Q: 3 clusters Score -3182110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3182139.500000 Penalty: 3342.514648
	Iteration 29Q: 3 clusters Score -3182140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3182159.250000 Penalty: 3342.514648
	Iteration 30Q: 3 clusters Score -3182159 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3182185.750000 Penalty: 3342.514648
	Iteration 31Q: 3 clusters Score -3182186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3182196.750000 Penalty: 3342.514648
	Iteration 32Q: 3 clusters Score -3182197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3182219.000000 Penalty: 3342.514648
	Iteration 33Q: 3 clusters Score -3182219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3182241.500000 Penalty: 3342.514648
	Iteration 34Q: 3 clusters Score -3182242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3182241.250000 Penalty: 3342.514648
	Iteration 35Q: 3 clusters Score -3182241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3182269.500000 Penalty: 3342.514648
	Iteration 36Q: 3 clusters Score -3182270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3182285.250000 Penalty: 3342.514648
	Iteration 37Q: 3 clusters Score -3182285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3182311.750000 Penalty: 3342.514648
	Iteration 38Q: 3 clusters Score -3182312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3182336.500000 Penalty: 3342.514648
	Iteration 39Q: 3 clusters Score -3182336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3182358.750000 Penalty: 3342.514648
	Iteration 40F: 3 clusters Score -3182359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3182379.750000 Penalty: 3342.514648
	Iteration 41Q: 3 clusters Score -3182380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3182409.750000 Penalty: 3342.514648
	Iteration 42Q: 3 clusters Score -3182410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3182436.500000 Penalty: 3342.514648
	Iteration 43Q: 3 clusters Score -3182436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3182473.500000 Penalty: 3342.514648
	Iteration 44Q: 3 clusters Score -3182474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3182484.500000 Penalty: 3342.514648
	Iteration 45Q: 3 clusters Score -3182484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3182508.500000 Penalty: 3342.514648
	Iteration 46Q: 3 clusters Score -3182508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3182521.000000 Penalty: 3342.514648
	Iteration 47Q: 3 clusters Score -3182521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3182523.500000 Penalty: 3342.514648
	Iteration 48Q: 3 clusters Score -3182524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3182543.250000 Penalty: 3342.514648
	Iteration 49Q: 3 clusters Score -3182543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3182557.500000 Penalty: 3342.514648
	Iteration 50Q: 3 clusters Score -3182558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3182562.250000 Penalty: 3342.514648
	Iteration 51Q: 3 clusters Score -3182562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3182567.750000 Penalty: 3342.514648
	Iteration 52Q: 3 clusters Score -3182568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3182580.000000 Penalty: 3342.514648
	Iteration 53Q: 3 clusters Score -3182580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3182581.000000 Penalty: 3342.514648
	Iteration 54Q: 3 clusters Score -3182581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3182587.750000 Penalty: 3342.514648
	Iteration 55Q: 3 clusters Score -3182588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3182588.750000 Penalty: 3342.514648
	Iteration 56Q: 3 clusters Score -3182589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3182593.750000 Penalty: 3342.514648
	Iteration 57Q: 3 clusters Score -3182594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3182596.750000 Penalty: 3342.514648
	Iteration 58Q: 3 clusters Score -3182597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3182600.000000 Penalty: 3342.514648
	Iteration 59Q: 3 clusters Score -3182600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3182602.500000 Penalty: 3342.514648
	Iteration 60F: 3 clusters Score -3182602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3182610.750000 Penalty: 3342.514648
	Iteration 61Q: 3 clusters Score -3182611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -3182609.500000 Penalty: 3342.514648
	Iteration 62Q: 3 clusters Score -3182610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3182615.250000 Penalty: 3342.514648
	Iteration 63Q: 3 clusters Score -3182615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3182620.250000 Penalty: 3342.514648
	Iteration 64Q: 3 clusters Score -3182620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3182624.000000 Penalty: 3342.514648
	Iteration 65Q: 3 clusters Score -3182624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3182620.250000 Penalty: 3342.514648
	Iteration 66Q: 3 clusters Score -3182620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3182624.750000 Penalty: 3342.514648
	Iteration 67Q: 3 clusters Score -3182625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3182625.750000 Penalty: 3342.514648
	Iteration 68Q: 3 clusters Score -3182626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3182628.750000 Penalty: 3342.514648
	Iteration 69Q: 3 clusters Score -3182629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3182635.500000 Penalty: 3342.514648
	Iteration 70Q: 3 clusters Score -3182636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3182644.000000 Penalty: 3342.514648
	Iteration 71Q: 3 clusters Score -3182644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3182646.000000 Penalty: 3342.514648
	Iteration 72Q: 3 clusters Score -3182646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3182645.250000 Penalty: 3342.514648
	Iteration 73Q: 3 clusters Score -3182645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3182647.500000 Penalty: 3342.514648
	Iteration 74Q: 3 clusters Score -3182648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3182645.500000 Penalty: 3342.514648
	Iteration 75Q: 3 clusters Score -3182646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3182642.000000 Penalty: 3342.514648
	Iteration 76Q: 3 clusters Score -3182642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3182649.000000 Penalty: 3342.514648
	Iteration 77Q: 3 clusters Score -3182649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3182650.500000 Penalty: 3342.514648
	Iteration 78Q: 3 clusters Score -3182650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3182651.000000 Penalty: 3342.514648
	Iteration 79Q: 3 clusters Score -3182651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3182652.000000 Penalty: 3342.514648
	Iteration 80F: 3 clusters Score -3182652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3182652.500000 Penalty: 3342.514648
	Iteration 81Q: 3 clusters Score -3182652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3182655.500000 Penalty: 3342.514648
	Iteration 82Q: 3 clusters Score -3182656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3182656.250000 Penalty: 3342.514648
	Iteration 83Q: 3 clusters Score -3182656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3182656.750000 Penalty: 3342.514648
	Iteration 84Q: 3 clusters Score -3182657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3182656.000000 Penalty: 3342.514648
	Iteration 85Q: 3 clusters Score -3182656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3182656.000000 Penalty: 3342.514648
	Iteration 86F: 3 clusters Score -3182656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -300160.531250 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -300160.5 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 1535 members 
Entering Unmasked Estep 
Score: -297429.531250 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -297429.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -298136.968750 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -298137 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -298344.031250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -298344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -298506.093750 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -298506.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -298622.187500 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -298622.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -298703.250000 Penalty: 2603.042969
	Iteration 5Q: 3 clusters Score -298703.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -298769.906250 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -298769.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -298835.750000 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -298835.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -298880.125000 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -298880.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -298903.750000 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -298903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -298917.218750 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -298917.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -298927.937500 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -298927.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -298936.468750 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -298936.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -298945.437500 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -298945.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -298952.593750 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -298952.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -298959.468750 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -298959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -298966.812500 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -298966.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -298975.218750 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -298975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -298979.250000 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -298979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -298983.031250 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -298983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -298985.000000 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -298985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -298988.750000 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -298988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -298991.906250 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -298991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -298994.000000 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -298994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -298996.125000 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -298996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299000.625000 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -299000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -299006.468750 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -299006.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -299014.781250 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -299014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -299022.968750 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -299023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -299027.437500 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -299027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -299030.593750 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -299030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -299034.406250 Penalty: 2603.042969
	Iteration 31Q: 3 clusters Score -299034.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -299038.406250 Penalty: 2603.042969
	Iteration 32Q: 3 clusters Score -299038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -299041.500000 Penalty: 2603.042969
	Iteration 33Q: 3 clusters Score -299041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -299044.718750 Penalty: 2603.042969
	Iteration 34Q: 3 clusters Score -299044.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -299047.687500 Penalty: 2603.042969
	Iteration 35Q: 3 clusters Score -299047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -299050.406250 Penalty: 2603.042969
	Iteration 36Q: 3 clusters Score -299050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -299053.125000 Penalty: 2603.042969
	Iteration 37Q: 3 clusters Score -299053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -299054.718750 Penalty: 2603.042969
	Iteration 38Q: 3 clusters Score -299054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -299055.968750 Penalty: 2603.042969
	Iteration 39Q: 3 clusters Score -299056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -299056.093750 Penalty: 2603.042969
	Iteration 40F: 3 clusters Score -299056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Entering Unmasked Estep 
Score: -2658126.000000 Penalty: 1648.566040
	Iteration 0F: 2 clusters Score -2658126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2640923.250000 Penalty: 3297.132080
	Iteration 0F: 3 clusters Score -2640923 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2647385.000000 Penalty: 3297.132080
	Iteration 1F: 3 clusters Score -2647385 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2647873.250000 Penalty: 3297.132080
	Iteration 2Q: 3 clusters Score -2647873 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2648501.250000 Penalty: 3297.132080
	Iteration 3F: 3 clusters Score -2648501 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2649401.500000 Penalty: 3297.132080
	Iteration 4F: 3 clusters Score -2649402 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2650742.750000 Penalty: 3297.132080
	Iteration 5F: 3 clusters Score -2650743 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2652447.500000 Penalty: 3297.132080
	Iteration 6F: 3 clusters Score -2652448 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2654177.500000 Penalty: 3297.132080
	Iteration 7F: 3 clusters Score -2654178 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2655465.250000 Penalty: 3297.132080
	Iteration 8F: 3 clusters Score -2655465 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2656122.750000 Penalty: 3297.132080
	Iteration 9Q: 3 clusters Score -2656123 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2656389.750000 Penalty: 3297.132080
	Iteration 10Q: 3 clusters Score -2656390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2656527.000000 Penalty: 3297.132080
	Iteration 11Q: 3 clusters Score -2656527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2656605.000000 Penalty: 3297.132080
	Iteration 12Q: 3 clusters Score -2656605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2656647.750000 Penalty: 3297.132080
	Iteration 13Q: 3 clusters Score -2656648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2656658.500000 Penalty: 3297.132080
	Iteration 14Q: 3 clusters Score -2656658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2656662.250000 Penalty: 3297.132080
	Iteration 15Q: 3 clusters Score -2656662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2656666.750000 Penalty: 3297.132080
	Iteration 16Q: 3 clusters Score -2656667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2656684.500000 Penalty: 3297.132080
	Iteration 17Q: 3 clusters Score -2656684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2656695.500000 Penalty: 3297.132080
	Iteration 18Q: 3 clusters Score -2656696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2656701.000000 Penalty: 3297.132080
	Iteration 19Q: 3 clusters Score -2656701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2656703.000000 Penalty: 3297.132080
	Iteration 20F: 3 clusters Score -2656703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2656704.000000 Penalty: 3297.132080
	Iteration 21Q: 3 clusters Score -2656704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2656704.500000 Penalty: 3297.132080
	Iteration 22Q: 3 clusters Score -2656704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2656708.250000 Penalty: 3297.132080
	Iteration 23Q: 3 clusters Score -2656708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2656707.000000 Penalty: 3297.132080
	Iteration 24Q: 3 clusters Score -2656707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2656707.000000 Penalty: 3297.132080
	Iteration 25F: 3 clusters Score -2656707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284577 members 
Entering Unmasked Estep 
Score: -30184832.000000 Penalty: 2040.798340
	Iteration 0F: 2 clusters Score -3.018483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142234 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -30009294.000000 Penalty: 4081.596680
	Iteration 0F: 3 clusters Score -3.000929e+07 nChanged 138745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
Score: -30093660.000000 Penalty: 4081.596680
	Iteration 1F: 3 clusters Score -3.009366e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -30097452.000000 Penalty: 4081.596680
	Iteration 2Q: 3 clusters Score -3.009745e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153146 members 
Mstep: Class 2 contains 131431 members 
Entering Unmasked Estep 
Score: -30103078.000000 Penalty: 4081.596680
	Iteration 3Q: 3 clusters Score -3.010308e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -30112358.000000 Penalty: 4081.596680
	Iteration 4F: 3 clusters Score -3.011236e+07 nChanged 20542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 120267 members 
Entering Unmasked Estep 
Score: -30125924.000000 Penalty: 4081.596680
	Iteration 5F: 3 clusters Score -3.012592e+07 nChanged 22379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -30142960.000000 Penalty: 4081.596680
	Iteration 6F: 3 clusters Score -3.014296e+07 nChanged 21072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -30158562.000000 Penalty: 4081.596680
	Iteration 7F: 3 clusters Score -3.015856e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -30165084.000000 Penalty: 4081.596680
	Iteration 8F: 3 clusters Score -3.016508e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -30166786.000000 Penalty: 4081.596680
	Iteration 9Q: 3 clusters Score -3.016679e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167141 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -30167738.000000 Penalty: 4081.596680
	Iteration 10Q: 3 clusters Score -3.016774e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 120284 members 
Entering Unmasked Estep 
Score: -30168788.000000 Penalty: 4081.596680
	Iteration 11Q: 3 clusters Score -3.016879e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161340 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -30169756.000000 Penalty: 4081.596680
	Iteration 12Q: 3 clusters Score -3.016976e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -30171084.000000 Penalty: 4081.596680
	Iteration 13Q: 3 clusters Score -3.017108e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -30172352.000000 Penalty: 4081.596680
	Iteration 14Q: 3 clusters Score -3.017235e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -30173296.000000 Penalty: 4081.596680
	Iteration 15Q: 3 clusters Score -3.01733e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151042 members 
Mstep: Class 2 contains 133535 members 
Entering Unmasked Estep 
Score: -30173938.000000 Penalty: 4081.596680
	Iteration 16Q: 3 clusters Score -3.017394e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 135321 members 
Entering Unmasked Estep 
Score: -30174688.000000 Penalty: 4081.596680
	Iteration 17Q: 3 clusters Score -3.017469e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -30175262.000000 Penalty: 4081.596680
	Iteration 18Q: 3 clusters Score -3.017526e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 138486 members 
Entering Unmasked Estep 
Score: -30175600.000000 Penalty: 4081.596680
	Iteration 19Q: 3 clusters Score -3.01756e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 140175 members 
Entering Unmasked Estep 
Score: -30175860.000000 Penalty: 4081.596680
	Iteration 20F: 3 clusters Score -3.017586e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 141806 members 
Entering Unmasked Estep 
Score: -30176188.000000 Penalty: 4081.596680
	Iteration 21Q: 3 clusters Score -3.017619e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -30176444.000000 Penalty: 4081.596680
	Iteration 22Q: 3 clusters Score -3.017644e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 23Q: 3 clusters Score -3.017653e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -30176622.000000 Penalty: 4081.596680
	Iteration 24Q: 3 clusters Score -3.017662e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -30176686.000000 Penalty: 4081.596680
	Iteration 25Q: 3 clusters Score -3.017669e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 147079 members 
Entering Unmasked Estep 
Score: -30176810.000000 Penalty: 4081.596680
	Iteration 26Q: 3 clusters Score -3.017681e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -30176856.000000 Penalty: 4081.596680
	Iteration 27Q: 3 clusters Score -3.017686e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136440 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -30176860.000000 Penalty: 4081.596680
	Iteration 28Q: 3 clusters Score -3.017686e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136044 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -30176828.000000 Penalty: 4081.596680
	Iteration 29Q: 3 clusters Score -3.017683e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 148887 members 
Entering Unmasked Estep 
Score: -30176756.000000 Penalty: 4081.596680
	Iteration 30Q: 3 clusters Score -3.017676e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135454 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -30176760.000000 Penalty: 4081.596680
	Iteration 31Q: 3 clusters Score -3.017676e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135277 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -30176756.000000 Penalty: 4081.596680
	Iteration 32Q: 3 clusters Score -3.017676e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135186 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -30176740.000000 Penalty: 4081.596680
	Iteration 33Q: 3 clusters Score -3.017674e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -30176684.000000 Penalty: 4081.596680
	Iteration 34Q: 3 clusters Score -3.017668e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -30176664.000000 Penalty: 4081.596680
	Iteration 35Q: 3 clusters Score -3.017666e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 149694 members 
Entering Unmasked Estep 
Score: -30176652.000000 Penalty: 4081.596680
	Iteration 36Q: 3 clusters Score -3.017665e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -30176616.000000 Penalty: 4081.596680
	Iteration 37Q: 3 clusters Score -3.017662e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134689 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -30176640.000000 Penalty: 4081.596680
	Iteration 38Q: 3 clusters Score -3.017664e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -30176576.000000 Penalty: 4081.596680
	Iteration 39Q: 3 clusters Score -3.017658e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -30176580.000000 Penalty: 4081.596680
	Iteration 40F: 3 clusters Score -3.017658e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -30176550.000000 Penalty: 4081.596680
	Iteration 41Q: 3 clusters Score -3.017655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -30176554.000000 Penalty: 4081.596680
	Iteration 42Q: 3 clusters Score -3.017655e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 150040 members 
Entering Unmasked Estep 
Score: -30176510.000000 Penalty: 4081.596680
	Iteration 43Q: 3 clusters Score -3.017651e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134516 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -30176534.000000 Penalty: 4081.596680
	Iteration 44Q: 3 clusters Score -3.017653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 150085 members 
Entering Unmasked Estep 
Score: -30176556.000000 Penalty: 4081.596680
	Iteration 45Q: 3 clusters Score -3.017656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -30176550.000000 Penalty: 4081.596680
	Iteration 46Q: 3 clusters Score -3.017655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 150087 members 
Entering Unmasked Estep 
Score: -30176560.000000 Penalty: 4081.596680
	Iteration 47Q: 3 clusters Score -3.017656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -30176562.000000 Penalty: 4081.596680
	Iteration 48Q: 3 clusters Score -3.017656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -30176544.000000 Penalty: 4081.596680
	Iteration 49Q: 3 clusters Score -3.017654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134458 members 
Mstep: Class 2 contains 150119 members 
Entering Unmasked Estep 
Score: -30176532.000000 Penalty: 4081.596680
	Iteration 50Q: 3 clusters Score -3.017653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134443 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 51Q: 3 clusters Score -3.017653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134428 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -30176512.000000 Penalty: 4081.596680
	Iteration 52Q: 3 clusters Score -3.017651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -30176516.000000 Penalty: 4081.596680
	Iteration 53Q: 3 clusters Score -3.017652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 150156 members 
Entering Unmasked Estep 
Score: -30176514.000000 Penalty: 4081.596680
	Iteration 54Q: 3 clusters Score -3.017651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -30176514.000000 Penalty: 4081.596680
	Iteration 55Q: 3 clusters Score -3.017651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -30176514.000000 Penalty: 4081.596680
	Iteration 56Q: 3 clusters Score -3.017651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 57Q: 3 clusters Score -3.017653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134397 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -30176544.000000 Penalty: 4081.596680
	Iteration 58Q: 3 clusters Score -3.017654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -30176540.000000 Penalty: 4081.596680
	Iteration 59Q: 3 clusters Score -3.017654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134379 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -30176528.000000 Penalty: 4081.596680
	Iteration 60F: 3 clusters Score -3.017653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 150207 members 
Entering Unmasked Estep 
Score: -30176520.000000 Penalty: 4081.596680
	Iteration 61Q: 3 clusters Score -3.017652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 62Q: 3 clusters Score -3.017653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -30176518.000000 Penalty: 4081.596680
	Iteration 63Q: 3 clusters Score -3.017652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134334 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -30176500.000000 Penalty: 4081.596680
	Iteration 64Q: 3 clusters Score -3.01765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 65Q: 3 clusters Score -3.017653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134312 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -30176518.000000 Penalty: 4081.596680
	Iteration 66Q: 3 clusters Score -3.017652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -30176502.000000 Penalty: 4081.596680
	Iteration 67Q: 3 clusters Score -3.01765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 150283 members 
Entering Unmasked Estep 
Score: -30176502.000000 Penalty: 4081.596680
	Iteration 68Q: 3 clusters Score -3.01765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 150286 members 
Entering Unmasked Estep 
Score: -30176510.000000 Penalty: 4081.596680
	Iteration 69Q: 3 clusters Score -3.017651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134287 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -30176522.000000 Penalty: 4081.596680
	Iteration 70Q: 3 clusters Score -3.017652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -30176538.000000 Penalty: 4081.596680
	Iteration 71Q: 3 clusters Score -3.017654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134280 members 
Mstep: Class 2 contains 150297 members 
Entering Unmasked Estep 
Score: -30176522.000000 Penalty: 4081.596680
	Iteration 72Q: 3 clusters Score -3.017652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -30176516.000000 Penalty: 4081.596680
	Iteration 73Q: 3 clusters Score -3.017652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134276 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -30176510.000000 Penalty: 4081.596680
	Iteration 74Q: 3 clusters Score -3.017651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134274 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 75Q: 3 clusters Score -3.017653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134270 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -30176526.000000 Penalty: 4081.596680
	Iteration 76Q: 3 clusters Score -3.017653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134268 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -30176518.000000 Penalty: 4081.596680
	Iteration 77Q: 3 clusters Score -3.017652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -30176522.000000 Penalty: 4081.596680
	Iteration 78Q: 3 clusters Score -3.017652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -30176522.000000 Penalty: 4081.596680
	Iteration 79Q: 3 clusters Score -3.017652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134261 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -30176516.000000 Penalty: 4081.596680
	Iteration 80F: 3 clusters Score -3.017652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134256 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -30176512.000000 Penalty: 4081.596680
	Iteration 81Q: 3 clusters Score -3.017651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134251 members 
Mstep: Class 2 contains 150326 members 
Entering Unmasked Estep 
Score: -30176496.000000 Penalty: 4081.596680
	Iteration 82Q: 3 clusters Score -3.01765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -30176496.000000 Penalty: 4081.596680
	Iteration 83Q: 3 clusters Score -3.01765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -30176500.000000 Penalty: 4081.596680
	Iteration 84Q: 3 clusters Score -3.01765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -30176506.000000 Penalty: 4081.596680
	Iteration 85Q: 3 clusters Score -3.017651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134243 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -30176496.000000 Penalty: 4081.596680
	Iteration 86Q: 3 clusters Score -3.01765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -30176496.000000 Penalty: 4081.596680
	Iteration 87Q: 3 clusters Score -3.01765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -30176496.000000 Penalty: 4081.596680
	Iteration 88F: 3 clusters Score -3.01765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Entering Unmasked Estep 
Score: -1253809.000000 Penalty: 1519.433960
	Iteration 0F: 2 clusters Score -1253809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1245670.750000 Penalty: 3038.867920
	Iteration 0F: 3 clusters Score -1245671 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1248328.250000 Penalty: 3038.867920
	Iteration 1F: 3 clusters Score -1248328 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1248658.750000 Penalty: 3038.867920
	Iteration 2F: 3 clusters Score -1248659 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1248936.000000 Penalty: 3038.867920
	Iteration 3F: 3 clusters Score -1248936 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1249199.125000 Penalty: 3038.867920
	Iteration 4Q: 3 clusters Score -1249199 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1249485.250000 Penalty: 3038.867920
	Iteration 5Q: 3 clusters Score -1249485 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1249837.375000 Penalty: 3038.867920
	Iteration 6F: 3 clusters Score -1249837 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1250273.625000 Penalty: 3038.867920
	Iteration 7F: 3 clusters Score -1250274 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1250766.000000 Penalty: 3038.867920
	Iteration 8F: 3 clusters Score -1250766 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1251269.750000 Penalty: 3038.867920
	Iteration 9F: 3 clusters Score -1251270 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1251724.250000 Penalty: 3038.867920
	Iteration 10Q: 3 clusters Score -1251724 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1252053.500000 Penalty: 3038.867920
	Iteration 11Q: 3 clusters Score -1252054 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1252236.750000 Penalty: 3038.867920
	Iteration 12Q: 3 clusters Score -1252237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1252334.625000 Penalty: 3038.867920
	Iteration 13Q: 3 clusters Score -1252335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1252402.875000 Penalty: 3038.867920
	Iteration 14Q: 3 clusters Score -1252403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1252440.375000 Penalty: 3038.867920
	Iteration 15Q: 3 clusters Score -1252440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1252467.750000 Penalty: 3038.867920
	Iteration 16Q: 3 clusters Score -1252468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1252481.000000 Penalty: 3038.867920
	Iteration 17Q: 3 clusters Score -1252481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1252492.375000 Penalty: 3038.867920
	Iteration 18Q: 3 clusters Score -1252492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1252501.625000 Penalty: 3038.867920
	Iteration 19Q: 3 clusters Score -1252502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1252511.625000 Penalty: 3038.867920
	Iteration 20F: 3 clusters Score -1252512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1252519.250000 Penalty: 3038.867920
	Iteration 21Q: 3 clusters Score -1252519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1252522.125000 Penalty: 3038.867920
	Iteration 22Q: 3 clusters Score -1252522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1252525.500000 Penalty: 3038.867920
	Iteration 23Q: 3 clusters Score -1252526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1252534.750000 Penalty: 3038.867920
	Iteration 24Q: 3 clusters Score -1252535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1252536.750000 Penalty: 3038.867920
	Iteration 25Q: 3 clusters Score -1252537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1252542.000000 Penalty: 3038.867920
	Iteration 26Q: 3 clusters Score -1252542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1252551.250000 Penalty: 3038.867920
	Iteration 27Q: 3 clusters Score -1252551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1252557.625000 Penalty: 3038.867920
	Iteration 28Q: 3 clusters Score -1252558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1252559.750000 Penalty: 3038.867920
	Iteration 29Q: 3 clusters Score -1252560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1252561.250000 Penalty: 3038.867920
	Iteration 30Q: 3 clusters Score -1252561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1252561.250000 Penalty: 3038.867920
	Iteration 31F: 3 clusters Score -1252561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -413799.906250 Penalty: 1357.213379
	Iteration 0F: 2 clusters Score -413799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -410292.062500 Penalty: 2714.426758
	Iteration 0F: 3 clusters Score -410292.1 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -411244.625000 Penalty: 2714.426758
	Iteration 1F: 3 clusters Score -411244.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -411380.843750 Penalty: 2714.426758
	Iteration 2F: 3 clusters Score -411380.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -411479.093750 Penalty: 2714.426758
	Iteration 3Q: 3 clusters Score -411479.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -411558.750000 Penalty: 2714.426758
	Iteration 4Q: 3 clusters Score -411558.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -411626.718750 Penalty: 2714.426758
	Iteration 5Q: 3 clusters Score -411626.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -411694.593750 Penalty: 2714.426758
	Iteration 6Q: 3 clusters Score -411694.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -411767.218750 Penalty: 2714.426758
	Iteration 7Q: 3 clusters Score -411767.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -411844.593750 Penalty: 2714.426758
	Iteration 8Q: 3 clusters Score -411844.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -411908.062500 Penalty: 2714.426758
	Iteration 9Q: 3 clusters Score -411908.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -411974.781250 Penalty: 2714.426758
	Iteration 10Q: 3 clusters Score -411974.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -412044.375000 Penalty: 2714.426758
	Iteration 11Q: 3 clusters Score -412044.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -412116.968750 Penalty: 2714.426758
	Iteration 12Q: 3 clusters Score -412117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412187.656250 Penalty: 2714.426758
	Iteration 13Q: 3 clusters Score -412187.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -412258.500000 Penalty: 2714.426758
	Iteration 14Q: 3 clusters Score -412258.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -412307.375000 Penalty: 2714.426758
	Iteration 15Q: 3 clusters Score -412307.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -412353.031250 Penalty: 2714.426758
	Iteration 16Q: 3 clusters Score -412353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -412389.562500 Penalty: 2714.426758
	Iteration 17Q: 3 clusters Score -412389.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -412416.875000 Penalty: 2714.426758
	Iteration 18Q: 3 clusters Score -412416.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -412438.500000 Penalty: 2714.426758
	Iteration 19Q: 3 clusters Score -412438.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -412452.937500 Penalty: 2714.426758
	Iteration 20F: 3 clusters Score -412452.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -412474.218750 Penalty: 2714.426758
	Iteration 21Q: 3 clusters Score -412474.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412496.843750 Penalty: 2714.426758
	Iteration 22Q: 3 clusters Score -412496.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -412524.906250 Penalty: 2714.426758
	Iteration 23Q: 3 clusters Score -412524.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -412549.593750 Penalty: 2714.426758
	Iteration 24Q: 3 clusters Score -412549.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -412569.656250 Penalty: 2714.426758
	Iteration 25Q: 3 clusters Score -412569.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -412585.562500 Penalty: 2714.426758
	Iteration 26Q: 3 clusters Score -412585.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -412595.843750 Penalty: 2714.426758
	Iteration 27Q: 3 clusters Score -412595.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -412606.375000 Penalty: 2714.426758
	Iteration 28Q: 3 clusters Score -412606.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -412619.156250 Penalty: 2714.426758
	Iteration 29Q: 3 clusters Score -412619.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -412628.937500 Penalty: 2714.426758
	Iteration 30Q: 3 clusters Score -412628.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -412641.312500 Penalty: 2714.426758
	Iteration 31Q: 3 clusters Score -412641.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -412652.875000 Penalty: 2714.426758
	Iteration 32Q: 3 clusters Score -412652.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -412661.843750 Penalty: 2714.426758
	Iteration 33Q: 3 clusters Score -412661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -412665.156250 Penalty: 2714.426758
	Iteration 34Q: 3 clusters Score -412665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -412667.062500 Penalty: 2714.426758
	Iteration 35Q: 3 clusters Score -412667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -412669.093750 Penalty: 2714.426758
	Iteration 36Q: 3 clusters Score -412669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -412670.187500 Penalty: 2714.426758
	Iteration 37Q: 3 clusters Score -412670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -412672.968750 Penalty: 2714.426758
	Iteration 38Q: 3 clusters Score -412673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -412674.375000 Penalty: 2714.426758
	Iteration 39Q: 3 clusters Score -412674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412675.656250 Penalty: 2714.426758
	Iteration 40F: 3 clusters Score -412675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -412675.968750 Penalty: 2714.426758
	Iteration 41Q: 3 clusters Score -412676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -412677.343750 Penalty: 2714.426758
	Iteration 42Q: 3 clusters Score -412677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -412676.968750 Penalty: 2714.426758
	Iteration 43Q: 3 clusters Score -412677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412677.968750 Penalty: 2714.426758
	Iteration 44Q: 3 clusters Score -412678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -412678.312500 Penalty: 2714.426758
	Iteration 45Q: 3 clusters Score -412678.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -412678.312500 Penalty: 2714.426758
	Iteration 46F: 3 clusters Score -412678.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Entering Unmasked Estep 
Score: -983798.812500 Penalty: 1478.998535
	Iteration 0F: 2 clusters Score -983798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -977273.750000 Penalty: 2957.997070
	Iteration 0F: 3 clusters Score -977273.8 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -979295.500000 Penalty: 2957.997070
	Iteration 1F: 3 clusters Score -979295.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -979493.812500 Penalty: 2957.997070
	Iteration 2F: 3 clusters Score -979493.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -979653.000000 Penalty: 2957.997070
	Iteration 3Q: 3 clusters Score -979653 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -979777.125000 Penalty: 2957.997070
	Iteration 4Q: 3 clusters Score -979777.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -979909.875000 Penalty: 2957.997070
	Iteration 5Q: 3 clusters Score -979909.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -980062.875000 Penalty: 2957.997070
	Iteration 6Q: 3 clusters Score -980062.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -980275.750000 Penalty: 2957.997070
	Iteration 7Q: 3 clusters Score -980275.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -980561.750000 Penalty: 2957.997070
	Iteration 8F: 3 clusters Score -980561.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -980930.500000 Penalty: 2957.997070
	Iteration 9F: 3 clusters Score -980930.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -981304.812500 Penalty: 2957.997070
	Iteration 10F: 3 clusters Score -981304.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -981695.437500 Penalty: 2957.997070
	Iteration 11F: 3 clusters Score -981695.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -982004.187500 Penalty: 2957.997070
	Iteration 12Q: 3 clusters Score -982004.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -982205.062500 Penalty: 2957.997070
	Iteration 13Q: 3 clusters Score -982205.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -982339.437500 Penalty: 2957.997070
	Iteration 14Q: 3 clusters Score -982339.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -982422.937500 Penalty: 2957.997070
	Iteration 15Q: 3 clusters Score -982422.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -982489.437500 Penalty: 2957.997070
	Iteration 16Q: 3 clusters Score -982489.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -982523.312500 Penalty: 2957.997070
	Iteration 17Q: 3 clusters Score -982523.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -982547.500000 Penalty: 2957.997070
	Iteration 18Q: 3 clusters Score -982547.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -982571.000000 Penalty: 2957.997070
	Iteration 19Q: 3 clusters Score -982571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -982587.437500 Penalty: 2957.997070
	Iteration 20F: 3 clusters Score -982587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -982599.125000 Penalty: 2957.997070
	Iteration 21Q: 3 clusters Score -982599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -982613.000000 Penalty: 2957.997070
	Iteration 22Q: 3 clusters Score -982613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -982621.187500 Penalty: 2957.997070
	Iteration 23Q: 3 clusters Score -982621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -982623.750000 Penalty: 2957.997070
	Iteration 24Q: 3 clusters Score -982623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -982626.250000 Penalty: 2957.997070
	Iteration 25Q: 3 clusters Score -982626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -982626.687500 Penalty: 2957.997070
	Iteration 26Q: 3 clusters Score -982626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -982629.625000 Penalty: 2957.997070
	Iteration 27Q: 3 clusters Score -982629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -982631.375000 Penalty: 2957.997070
	Iteration 28Q: 3 clusters Score -982631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -982633.875000 Penalty: 2957.997070
	Iteration 29Q: 3 clusters Score -982633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -982636.562500 Penalty: 2957.997070
	Iteration 30Q: 3 clusters Score -982636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -982636.750000 Penalty: 2957.997070
	Iteration 31Q: 3 clusters Score -982636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -982636.750000 Penalty: 2957.997070
	Iteration 32F: 3 clusters Score -982636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Entering Unmasked Estep 
Score: -2026440.000000 Penalty: 1597.200439
	Iteration 0F: 2 clusters Score -2026440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2013813.875000 Penalty: 3194.400879
	Iteration 0F: 3 clusters Score -2013814 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2018317.625000 Penalty: 3194.400879
	Iteration 1F: 3 clusters Score -2018318 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2018675.000000 Penalty: 3194.400879
	Iteration 2Q: 3 clusters Score -2018675 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2019087.500000 Penalty: 3194.400879
	Iteration 3Q: 3 clusters Score -2019088 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2019534.750000 Penalty: 3194.400879
	Iteration 4Q: 3 clusters Score -2019535 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2020089.750000 Penalty: 3194.400879
	Iteration 5Q: 3 clusters Score -2020090 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2020681.625000 Penalty: 3194.400879
	Iteration 6Q: 3 clusters Score -2020682 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2021329.625000 Penalty: 3194.400879
	Iteration 7F: 3 clusters Score -2021330 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2022099.750000 Penalty: 3194.400879
	Iteration 8F: 3 clusters Score -2022100 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2022800.125000 Penalty: 3194.400879
	Iteration 9F: 3 clusters Score -2022800 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2023324.625000 Penalty: 3194.400879
	Iteration 10Q: 3 clusters Score -2023325 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2023649.625000 Penalty: 3194.400879
	Iteration 11Q: 3 clusters Score -2023650 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2023807.500000 Penalty: 3194.400879
	Iteration 12Q: 3 clusters Score -2023808 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2023900.875000 Penalty: 3194.400879
	Iteration 13Q: 3 clusters Score -2023901 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2023952.250000 Penalty: 3194.400879
	Iteration 14Q: 3 clusters Score -2023952 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2024000.250000 Penalty: 3194.400879
	Iteration 15Q: 3 clusters Score -2024000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2024034.875000 Penalty: 3194.400879
	Iteration 16Q: 3 clusters Score -2024035 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2024057.750000 Penalty: 3194.400879
	Iteration 17Q: 3 clusters Score -2024058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2024092.000000 Penalty: 3194.400879
	Iteration 18Q: 3 clusters Score -2024092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2024120.500000 Penalty: 3194.400879
	Iteration 19Q: 3 clusters Score -2024120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2024136.000000 Penalty: 3194.400879
	Iteration 20F: 3 clusters Score -2024136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2024151.750000 Penalty: 3194.400879
	Iteration 21Q: 3 clusters Score -2024152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2024162.125000 Penalty: 3194.400879
	Iteration 22Q: 3 clusters Score -2024162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2024165.625000 Penalty: 3194.400879
	Iteration 23Q: 3 clusters Score -2024166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2024167.125000 Penalty: 3194.400879
	Iteration 24Q: 3 clusters Score -2024167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2024179.000000 Penalty: 3194.400879
	Iteration 25Q: 3 clusters Score -2024179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2024179.375000 Penalty: 3194.400879
	Iteration 26Q: 3 clusters Score -2024179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2024181.250000 Penalty: 3194.400879
	Iteration 27Q: 3 clusters Score -2024181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2024183.750000 Penalty: 3194.400879
	Iteration 28Q: 3 clusters Score -2024184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2024187.750000 Penalty: 3194.400879
	Iteration 29Q: 3 clusters Score -2024188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2024185.500000 Penalty: 3194.400879
	Iteration 30Q: 3 clusters Score -2024186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2024184.625000 Penalty: 3194.400879
	Iteration 31Q: 3 clusters Score -2024185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2024184.125000 Penalty: 3194.400879
	Iteration 32Q: 3 clusters Score -2024184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2024184.125000 Penalty: 3194.400879
	Iteration 33F: 3 clusters Score -2024184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 180351 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 53835 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 92007 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 45866 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 29280 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25464 members 
Mstep: Class 15 contains 284577 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 8969 members 
Mstep: Class 19 contains 18563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476832.000000 Penalty: 42000.691406
Iteration 399Q: 20 clusters Score -8.447683e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 180339 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 53830 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 91799 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45851 members 
Mstep: Class 11 contains 2683 members 
Mstep: Class 12 contains 29265 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25477 members 
Mstep: Class 15 contains 284516 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 9187 members 
Mstep: Class 19 contains 18632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476672.000000 Penalty: 42000.691406
Iteration 400F: 20 clusters Score -8.447667e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 180370 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 53817 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 91591 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 45821 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 29260 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 25487 members 
Mstep: Class 15 contains 284447 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 9394 members 
Mstep: Class 19 contains 18682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476720.000000 Penalty: 42000.691406
Iteration 401Q: 20 clusters Score -8.447672e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 180402 members 
Mstep: Class 4 contains 16462 members 
Mstep: Class 5 contains 53812 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 91373 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 29272 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 25494 members 
Mstep: Class 15 contains 284350 members 
Mstep: Class 16 contains 11592 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 9591 members 
Mstep: Class 19 contains 18748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476784.000000 Penalty: 42000.691406
Iteration 402Q: 20 clusters Score -8.447678e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 180450 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 53799 members 
Mstep: Class 6 contains 12696 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 91166 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 45784 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 29287 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 25497 members 
Mstep: Class 15 contains 284248 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 9784 members 
Mstep: Class 19 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476848.000000 Penalty: 42000.691406
Iteration 403Q: 20 clusters Score -8.447685e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 180429 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 53796 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 90959 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 45784 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 29302 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 14 contains 25505 members 
Mstep: Class 15 contains 284161 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 18909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476928.000000 Penalty: 42000.691406
Iteration 404Q: 20 clusters Score -8.447693e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10484 members 
Mstep: Class 3 contains 180443 members 
Mstep: Class 4 contains 16460 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 12701 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 90736 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 45783 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 29326 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 284057 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 18983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476832.000000 Penalty: 42000.691406
Iteration 405Q: 20 clusters Score -8.447683e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 180467 members 
Mstep: Class 4 contains 16470 members 
Mstep: Class 5 contains 53770 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 90488 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 45778 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 29337 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 25507 members 
Mstep: Class 15 contains 283987 members 
Mstep: Class 16 contains 11675 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 10371 members 
Mstep: Class 19 contains 19067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476752.000000 Penalty: 42000.691406
Iteration 406Q: 20 clusters Score -8.447675e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 180477 members 
Mstep: Class 4 contains 16476 members 
Mstep: Class 5 contains 53757 members 
Mstep: Class 6 contains 12697 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 90233 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45768 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 29370 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 283950 members 
Mstep: Class 16 contains 11690 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 19143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476728.000000 Penalty: 42000.691406
Iteration 407Q: 20 clusters Score -8.447673e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 180492 members 
Mstep: Class 4 contains 16476 members 
Mstep: Class 5 contains 53748 members 
Mstep: Class 6 contains 12686 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 89993 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45774 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 29372 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 25524 members 
Mstep: Class 15 contains 283903 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476680.000000 Penalty: 42000.691406
Iteration 408Q: 20 clusters Score -8.447668e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10474 members 
Mstep: Class 3 contains 180508 members 
Mstep: Class 4 contains 16479 members 
Mstep: Class 5 contains 53737 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 89765 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 2705 members 
Mstep: Class 12 contains 29345 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 25531 members 
Mstep: Class 15 contains 283860 members 
Mstep: Class 16 contains 11723 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 10906 members 
Mstep: Class 19 contains 19310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476856.000000 Penalty: 42000.691406
Iteration 409Q: 20 clusters Score -8.447686e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 180573 members 
Mstep: Class 4 contains 16486 members 
Mstep: Class 5 contains 53733 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 89563 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45771 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 29314 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 25537 members 
Mstep: Class 15 contains 283787 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 11072 members 
Mstep: Class 19 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477016.000000 Penalty: 42000.691406
Iteration 410Q: 20 clusters Score -8.447702e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10458 members 
Mstep: Class 3 contains 180621 members 
Mstep: Class 4 contains 16486 members 
Mstep: Class 5 contains 53724 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 89355 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 45764 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 29284 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 25545 members 
Mstep: Class 15 contains 283736 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 11234 members 
Mstep: Class 19 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476960.000000 Penalty: 42000.691406
Iteration 411Q: 20 clusters Score -8.447696e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10454 members 
Mstep: Class 3 contains 180624 members 
Mstep: Class 4 contains 16491 members 
Mstep: Class 5 contains 53701 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 89153 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 29241 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 25552 members 
Mstep: Class 15 contains 283715 members 
Mstep: Class 16 contains 11772 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477040.000000 Penalty: 42000.691406
Iteration 412Q: 20 clusters Score -8.447704e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 180618 members 
Mstep: Class 4 contains 16487 members 
Mstep: Class 5 contains 53667 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88973 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45753 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 29203 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 283711 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 4224 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 19633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476944.000000 Penalty: 42000.691406
Iteration 413Q: 20 clusters Score -8.447694e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 180650 members 
Mstep: Class 4 contains 16479 members 
Mstep: Class 5 contains 53637 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88802 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45760 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 29189 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 283587 members 
Mstep: Class 16 contains 11815 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 11762 members 
Mstep: Class 19 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476968.000000 Penalty: 42000.691406
Iteration 414Q: 20 clusters Score -8.447697e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 180655 members 
Mstep: Class 4 contains 16480 members 
Mstep: Class 5 contains 53618 members 
Mstep: Class 6 contains 12680 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88609 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45750 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 25554 members 
Mstep: Class 15 contains 283516 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 11949 members 
Mstep: Class 19 contains 19854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477072.000000 Penalty: 42000.691406
Iteration 415Q: 20 clusters Score -8.447707e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10438 members 
Mstep: Class 3 contains 180684 members 
Mstep: Class 4 contains 16475 members 
Mstep: Class 5 contains 53600 members 
Mstep: Class 6 contains 12676 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88401 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 45739 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 29138 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 25565 members 
Mstep: Class 15 contains 283448 members 
Mstep: Class 16 contains 11859 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 12128 members 
Mstep: Class 19 contains 19963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477008.000000 Penalty: 42000.691406
Iteration 416Q: 20 clusters Score -8.447701e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10434 members 
Mstep: Class 3 contains 180675 members 
Mstep: Class 4 contains 16469 members 
Mstep: Class 5 contains 53585 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88200 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 29127 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 25573 members 
Mstep: Class 15 contains 283390 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 12296 members 
Mstep: Class 19 contains 20072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476888.000000 Penalty: 42000.691406
Iteration 417Q: 20 clusters Score -8.447689e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10424 members 
Mstep: Class 3 contains 180681 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 53578 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 88018 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 45735 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 29114 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 14 contains 25585 members 
Mstep: Class 15 contains 283273 members 
Mstep: Class 16 contains 11897 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 20186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476832.000000 Penalty: 42000.691406
Iteration 418Q: 20 clusters Score -8.447683e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 180676 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 53555 members 
Mstep: Class 6 contains 12689 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 87824 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45733 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 29083 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 14 contains 25594 members 
Mstep: Class 15 contains 283200 members 
Mstep: Class 16 contains 11912 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 12676 members 
Mstep: Class 19 contains 20291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477000.000000 Penalty: 42000.691406
Iteration 419Q: 20 clusters Score -8.4477e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 180635 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 12691 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 87646 members 
Mstep: Class 9 contains 5720 members 
Mstep: Class 10 contains 45709 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 29062 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 25610 members 
Mstep: Class 15 contains 283135 members 
Mstep: Class 16 contains 11922 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476816.000000 Penalty: 42000.691406
Iteration 420F: 20 clusters Score -8.447682e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 180603 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 53521 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 87476 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 45691 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 29031 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 283074 members 
Mstep: Class 16 contains 11936 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 20517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476696.000000 Penalty: 42000.691406
Iteration 421Q: 20 clusters Score -8.44767e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10391 members 
Mstep: Class 3 contains 180573 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 53509 members 
Mstep: Class 6 contains 12692 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 87294 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 45672 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 29003 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 25647 members 
Mstep: Class 15 contains 283013 members 
Mstep: Class 16 contains 11941 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 20632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476632.000000 Penalty: 42000.691406
Iteration 422Q: 20 clusters Score -8.447663e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10387 members 
Mstep: Class 3 contains 180512 members 
Mstep: Class 4 contains 16451 members 
Mstep: Class 5 contains 53491 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 87122 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 45649 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 28977 members 
Mstep: Class 13 contains 3035 members 
Mstep: Class 14 contains 25672 members 
Mstep: Class 15 contains 282943 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 4196 members 
Mstep: Class 18 contains 13502 members 
Mstep: Class 19 contains 20773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 423Q: 20 clusters Score -8.44767e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10387 members 
Mstep: Class 3 contains 180448 members 
Mstep: Class 4 contains 16447 members 
Mstep: Class 5 contains 53471 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86965 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 45628 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 28963 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 25686 members 
Mstep: Class 15 contains 282895 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 20884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476824.000000 Penalty: 42000.691406
Iteration 424Q: 20 clusters Score -8.447682e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 180402 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 53455 members 
Mstep: Class 6 contains 12678 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86805 members 
Mstep: Class 9 contains 5725 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 28935 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 25696 members 
Mstep: Class 15 contains 282833 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 13927 members 
Mstep: Class 19 contains 21011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 20 clusters Score -8.447661e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10380 members 
Mstep: Class 3 contains 180362 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 5 contains 53438 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86638 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 45592 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 28897 members 
Mstep: Class 13 contains 3043 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 282807 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 14097 members 
Mstep: Class 19 contains 21132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476568.000000 Penalty: 42000.691406
Iteration 426Q: 20 clusters Score -8.447657e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 180321 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 53424 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86481 members 
Mstep: Class 9 contains 5730 members 
Mstep: Class 10 contains 45570 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 28859 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 282745 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 14274 members 
Mstep: Class 19 contains 21274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476744.000000 Penalty: 42000.691406
Iteration 427Q: 20 clusters Score -8.447674e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 180293 members 
Mstep: Class 4 contains 16433 members 
Mstep: Class 5 contains 53408 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86354 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 45555 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 28836 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 25730 members 
Mstep: Class 15 contains 282675 members 
Mstep: Class 16 contains 11953 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 14423 members 
Mstep: Class 19 contains 21392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476480.000000 Penalty: 42000.691406
Iteration 428Q: 20 clusters Score -8.447648e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 180253 members 
Mstep: Class 4 contains 16434 members 
Mstep: Class 5 contains 53408 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86229 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 45536 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 28809 members 
Mstep: Class 13 contains 3050 members 
Mstep: Class 14 contains 25737 members 
Mstep: Class 15 contains 282631 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 14568 members 
Mstep: Class 19 contains 21492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476584.000000 Penalty: 42000.691406
Iteration 429Q: 20 clusters Score -8.447658e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 180260 members 
Mstep: Class 4 contains 16435 members 
Mstep: Class 5 contains 53410 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 86063 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 45507 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 28786 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 25753 members 
Mstep: Class 15 contains 282573 members 
Mstep: Class 16 contains 11954 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 14700 members 
Mstep: Class 19 contains 21620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476584.000000 Penalty: 42000.691406
Iteration 430Q: 20 clusters Score -8.447658e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 180272 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 53399 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85891 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 45483 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 28759 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 25759 members 
Mstep: Class 15 contains 282499 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 14838 members 
Mstep: Class 19 contains 21771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476784.000000 Penalty: 42000.691406
Iteration 431Q: 20 clusters Score -8.447678e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10366 members 
Mstep: Class 3 contains 180273 members 
Mstep: Class 4 contains 16440 members 
Mstep: Class 5 contains 53394 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85720 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 45458 members 
Mstep: Class 11 contains 2718 members 
Mstep: Class 12 contains 28730 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 25779 members 
Mstep: Class 15 contains 282432 members 
Mstep: Class 16 contains 11929 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 14964 members 
Mstep: Class 19 contains 21930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477040.000000 Penalty: 42000.691406
Iteration 432Q: 20 clusters Score -8.447704e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10370 members 
Mstep: Class 3 contains 180245 members 
Mstep: Class 4 contains 16437 members 
Mstep: Class 5 contains 53394 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85567 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 28705 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 25794 members 
Mstep: Class 15 contains 282310 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 15104 members 
Mstep: Class 19 contains 22108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476880.000000 Penalty: 42000.691406
Iteration 433Q: 20 clusters Score -8.447688e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 180199 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 53394 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85409 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 45419 members 
Mstep: Class 11 contains 2713 members 
Mstep: Class 12 contains 28696 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 25813 members 
Mstep: Class 15 contains 282222 members 
Mstep: Class 16 contains 11928 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 15229 members 
Mstep: Class 19 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476800.000000 Penalty: 42000.691406
Iteration 434Q: 20 clusters Score -8.44768e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 180184 members 
Mstep: Class 4 contains 16426 members 
Mstep: Class 5 contains 53370 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85251 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45410 members 
Mstep: Class 11 contains 2714 members 
Mstep: Class 12 contains 28685 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 25825 members 
Mstep: Class 15 contains 282087 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 22492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476952.000000 Penalty: 42000.691406
Iteration 435Q: 20 clusters Score -8.447695e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 180093 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 53363 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 85072 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45414 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 28683 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 25834 members 
Mstep: Class 15 contains 281973 members 
Mstep: Class 16 contains 11926 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 22693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477048.000000 Penalty: 42000.691406
Iteration 436Q: 20 clusters Score -8.447705e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10361 members 
Mstep: Class 3 contains 180006 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 53356 members 
Mstep: Class 6 contains 12678 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 84882 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45403 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 28674 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 25843 members 
Mstep: Class 15 contains 281943 members 
Mstep: Class 16 contains 11920 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 15633 members 
Mstep: Class 19 contains 22883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476968.000000 Penalty: 42000.691406
Iteration 437Q: 20 clusters Score -8.447697e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 179980 members 
Mstep: Class 4 contains 16431 members 
Mstep: Class 5 contains 53344 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 84710 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45399 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 28656 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 25849 members 
Mstep: Class 15 contains 281800 members 
Mstep: Class 16 contains 11921 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 15768 members 
Mstep: Class 19 contains 23091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477096.000000 Penalty: 42000.691406
Iteration 438Q: 20 clusters Score -8.44771e+07 nChanged 1515
Entering ConstructFrom: 
Score: -84477096.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -315281.812500 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -315281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -312542.562500 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -312542.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -313206.156250 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -313206.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -313355.625000 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -313355.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -313443.375000 Penalty: 2595.282227
	Iteration 3F: 3 clusters Score -313443.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -313498.906250 Penalty: 2595.282227
	Iteration 4Q: 3 clusters Score -313498.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -313544.281250 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -313544.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -313578.718750 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -313578.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -313610.437500 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -313610.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -313644.781250 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -313644.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -313684.843750 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -313684.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -313725.125000 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -313725.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -313755.812500 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -313755.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -313779.906250 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -313779.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -313815.906250 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -313815.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -313849.312500 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -313849.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -313872.093750 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -313872.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -313898.468750 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -313898.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -313925.312500 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -313925.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -313946.218750 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -313946.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -313963.656250 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -313963.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -313985.031250 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -313985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -313997.187500 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -313997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -314004.250000 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -314004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -314009.718750 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -314009.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -314016.937500 Penalty: 2595.282227
	Iteration 24Q: 3 clusters Score -314016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -314026.093750 Penalty: 2595.282227
	Iteration 25Q: 3 clusters Score -314026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -314032.593750 Penalty: 2595.282227
	Iteration 26Q: 3 clusters Score -314032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -314042.125000 Penalty: 2595.282227
	Iteration 27Q: 3 clusters Score -314042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -314052.562500 Penalty: 2595.282227
	Iteration 28Q: 3 clusters Score -314052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -314060.031250 Penalty: 2595.282227
	Iteration 29Q: 3 clusters Score -314060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -314065.718750 Penalty: 2595.282227
	Iteration 30Q: 3 clusters Score -314065.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -314071.562500 Penalty: 2595.282227
	Iteration 31Q: 3 clusters Score -314071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -314074.937500 Penalty: 2595.282227
	Iteration 32Q: 3 clusters Score -314074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -314075.531250 Penalty: 2595.282227
	Iteration 33Q: 3 clusters Score -314075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -314075.531250 Penalty: 2595.282227
	Iteration 34F: 3 clusters Score -314075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1080800.125000 Penalty: 1502.348999
	Iteration 0F: 2 clusters Score -1080800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1073341.250000 Penalty: 3004.697998
	Iteration 0F: 3 clusters Score -1073341 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1075776.500000 Penalty: 3004.697998
	Iteration 1F: 3 clusters Score -1075776 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1075969.000000 Penalty: 3004.697998
	Iteration 2F: 3 clusters Score -1075969 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1076110.500000 Penalty: 3004.697998
	Iteration 3Q: 3 clusters Score -1076110 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1076225.625000 Penalty: 3004.697998
	Iteration 4Q: 3 clusters Score -1076226 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1076314.750000 Penalty: 3004.697998
	Iteration 5Q: 3 clusters Score -1076315 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1076405.000000 Penalty: 3004.697998
	Iteration 6Q: 3 clusters Score -1076405 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1076505.250000 Penalty: 3004.697998
	Iteration 7Q: 3 clusters Score -1076505 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1076599.250000 Penalty: 3004.697998
	Iteration 8Q: 3 clusters Score -1076599 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1076717.750000 Penalty: 3004.697998
	Iteration 9Q: 3 clusters Score -1076718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1076853.750000 Penalty: 3004.697998
	Iteration 10Q: 3 clusters Score -1076854 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1076990.375000 Penalty: 3004.697998
	Iteration 11Q: 3 clusters Score -1076990 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1077161.125000 Penalty: 3004.697998
	Iteration 12Q: 3 clusters Score -1077161 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1077342.375000 Penalty: 3004.697998
	Iteration 13Q: 3 clusters Score -1077342 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1077554.375000 Penalty: 3004.697998
	Iteration 14Q: 3 clusters Score -1077554 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1077798.500000 Penalty: 3004.697998
	Iteration 15Q: 3 clusters Score -1077798 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1078042.125000 Penalty: 3004.697998
	Iteration 16Q: 3 clusters Score -1078042 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1078258.875000 Penalty: 3004.697998
	Iteration 17Q: 3 clusters Score -1078259 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1078456.500000 Penalty: 3004.697998
	Iteration 18Q: 3 clusters Score -1078456 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1078658.000000 Penalty: 3004.697998
	Iteration 19Q: 3 clusters Score -1078658 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1078854.875000 Penalty: 3004.697998
	Iteration 20F: 3 clusters Score -1078855 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1079007.750000 Penalty: 3004.697998
	Iteration 21Q: 3 clusters Score -1079008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1079136.000000 Penalty: 3004.697998
	Iteration 22Q: 3 clusters Score -1079136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1079227.000000 Penalty: 3004.697998
	Iteration 23Q: 3 clusters Score -1079227 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1079297.875000 Penalty: 3004.697998
	Iteration 24Q: 3 clusters Score -1079298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1079341.250000 Penalty: 3004.697998
	Iteration 25Q: 3 clusters Score -1079341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1079373.000000 Penalty: 3004.697998
	Iteration 26Q: 3 clusters Score -1079373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1079396.000000 Penalty: 3004.697998
	Iteration 27Q: 3 clusters Score -1079396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1079421.000000 Penalty: 3004.697998
	Iteration 28Q: 3 clusters Score -1079421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1079440.875000 Penalty: 3004.697998
	Iteration 29Q: 3 clusters Score -1079441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1079456.250000 Penalty: 3004.697998
	Iteration 30Q: 3 clusters Score -1079456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1079463.375000 Penalty: 3004.697998
	Iteration 31Q: 3 clusters Score -1079463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1079473.000000 Penalty: 3004.697998
	Iteration 32Q: 3 clusters Score -1079473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1079478.125000 Penalty: 3004.697998
	Iteration 33Q: 3 clusters Score -1079478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1079483.000000 Penalty: 3004.697998
	Iteration 34Q: 3 clusters Score -1079483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1079484.500000 Penalty: 3004.697998
	Iteration 35Q: 3 clusters Score -1079484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1079482.625000 Penalty: 3004.697998
	Iteration 36Q: 3 clusters Score -1079483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1079484.125000 Penalty: 3004.697998
	Iteration 37Q: 3 clusters Score -1079484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1079484.125000 Penalty: 3004.697998
	Iteration 38Q: 3 clusters Score -1079484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1079484.125000 Penalty: 3004.697998
	Iteration 39F: 3 clusters Score -1079484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Entering Unmasked Estep 
Score: -19205928.000000 Penalty: 1966.287109
	Iteration 0F: 2 clusters Score -1.920593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -19091858.000000 Penalty: 3932.574219
	Iteration 0F: 3 clusters Score -1.909186e+07 nChanged 86698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -19143334.000000 Penalty: 3932.574219
	Iteration 1F: 3 clusters Score -1.914333e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -19144698.000000 Penalty: 3932.574219
	Iteration 2Q: 3 clusters Score -1.91447e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -19146520.000000 Penalty: 3932.574219
	Iteration 3Q: 3 clusters Score -1.914652e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -19149740.000000 Penalty: 3932.574219
	Iteration 4Q: 3 clusters Score -1.914974e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -19155150.000000 Penalty: 3932.574219
	Iteration 5Q: 3 clusters Score -1.915515e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -19163620.000000 Penalty: 3932.574219
	Iteration 6F: 3 clusters Score -1.916362e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 96963 members 
Entering Unmasked Estep 
Score: -19174438.000000 Penalty: 3932.574219
	Iteration 7F: 3 clusters Score -1.917444e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -19181994.000000 Penalty: 3932.574219
	Iteration 8F: 3 clusters Score -1.918199e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -19184944.000000 Penalty: 3932.574219
	Iteration 9Q: 3 clusters Score -1.918494e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -19185982.000000 Penalty: 3932.574219
	Iteration 10Q: 3 clusters Score -1.918598e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -19186782.000000 Penalty: 3932.574219
	Iteration 11Q: 3 clusters Score -1.918678e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -19187404.000000 Penalty: 3932.574219
	Iteration 12Q: 3 clusters Score -1.91874e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -19187966.000000 Penalty: 3932.574219
	Iteration 13Q: 3 clusters Score -1.918797e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -19188548.000000 Penalty: 3932.574219
	Iteration 14Q: 3 clusters Score -1.918855e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -19189166.000000 Penalty: 3932.574219
	Iteration 15Q: 3 clusters Score -1.918917e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -19189680.000000 Penalty: 3932.574219
	Iteration 16Q: 3 clusters Score -1.918968e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -19190374.000000 Penalty: 3932.574219
	Iteration 17Q: 3 clusters Score -1.919037e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -19190976.000000 Penalty: 3932.574219
	Iteration 18Q: 3 clusters Score -1.919098e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -19191602.000000 Penalty: 3932.574219
	Iteration 19Q: 3 clusters Score -1.91916e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -19192390.000000 Penalty: 3932.574219
	Iteration 20F: 3 clusters Score -1.919239e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -19193214.000000 Penalty: 3932.574219
	Iteration 21Q: 3 clusters Score -1.919321e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -19194022.000000 Penalty: 3932.574219
	Iteration 22Q: 3 clusters Score -1.919402e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -19194910.000000 Penalty: 3932.574219
	Iteration 23Q: 3 clusters Score -1.919491e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -19195950.000000 Penalty: 3932.574219
	Iteration 24Q: 3 clusters Score -1.919595e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -19196994.000000 Penalty: 3932.574219
	Iteration 25Q: 3 clusters Score -1.919699e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -19197896.000000 Penalty: 3932.574219
	Iteration 26Q: 3 clusters Score -1.91979e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -19198590.000000 Penalty: 3932.574219
	Iteration 27Q: 3 clusters Score -1.919859e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -19199152.000000 Penalty: 3932.574219
	Iteration 28Q: 3 clusters Score -1.919915e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -19199504.000000 Penalty: 3932.574219
	Iteration 29Q: 3 clusters Score -1.91995e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -19199828.000000 Penalty: 3932.574219
	Iteration 30Q: 3 clusters Score -1.919983e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -19200100.000000 Penalty: 3932.574219
	Iteration 31Q: 3 clusters Score -1.92001e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -19200300.000000 Penalty: 3932.574219
	Iteration 32Q: 3 clusters Score -1.92003e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -19200554.000000 Penalty: 3932.574219
	Iteration 33Q: 3 clusters Score -1.920055e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -19200628.000000 Penalty: 3932.574219
	Iteration 34Q: 3 clusters Score -1.920063e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -19200896.000000 Penalty: 3932.574219
	Iteration 35Q: 3 clusters Score -1.92009e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -19200976.000000 Penalty: 3932.574219
	Iteration 36Q: 3 clusters Score -1.920098e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -19201066.000000 Penalty: 3932.574219
	Iteration 37Q: 3 clusters Score -1.920107e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -19201116.000000 Penalty: 3932.574219
	Iteration 38Q: 3 clusters Score -1.920112e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109155 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -19201294.000000 Penalty: 3932.574219
	Iteration 39Q: 3 clusters Score -1.920129e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -19201382.000000 Penalty: 3932.574219
	Iteration 40F: 3 clusters Score -1.920138e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -19201510.000000 Penalty: 3932.574219
	Iteration 41Q: 3 clusters Score -1.920151e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -19201626.000000 Penalty: 3932.574219
	Iteration 42Q: 3 clusters Score -1.920163e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -19201712.000000 Penalty: 3932.574219
	Iteration 43Q: 3 clusters Score -1.920171e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -19201820.000000 Penalty: 3932.574219
	Iteration 44Q: 3 clusters Score -1.920182e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115988 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -19201894.000000 Penalty: 3932.574219
	Iteration 45Q: 3 clusters Score -1.920189e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -19201946.000000 Penalty: 3932.574219
	Iteration 46Q: 3 clusters Score -1.920195e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -19202092.000000 Penalty: 3932.574219
	Iteration 47Q: 3 clusters Score -1.920209e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -19202314.000000 Penalty: 3932.574219
	Iteration 48Q: 3 clusters Score -1.920231e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -19202434.000000 Penalty: 3932.574219
	Iteration 49Q: 3 clusters Score -1.920243e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -19202580.000000 Penalty: 3932.574219
	Iteration 50Q: 3 clusters Score -1.920258e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -19202650.000000 Penalty: 3932.574219
	Iteration 51Q: 3 clusters Score -1.920265e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -19202892.000000 Penalty: 3932.574219
	Iteration 52Q: 3 clusters Score -1.920289e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -19203102.000000 Penalty: 3932.574219
	Iteration 53Q: 3 clusters Score -1.92031e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -19203242.000000 Penalty: 3932.574219
	Iteration 54Q: 3 clusters Score -1.920324e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129655 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -19203464.000000 Penalty: 3932.574219
	Iteration 55Q: 3 clusters Score -1.920346e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -19203808.000000 Penalty: 3932.574219
	Iteration 56Q: 3 clusters Score -1.920381e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -19204058.000000 Penalty: 3932.574219
	Iteration 57Q: 3 clusters Score -1.920406e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -19204310.000000 Penalty: 3932.574219
	Iteration 58Q: 3 clusters Score -1.920431e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -19204496.000000 Penalty: 3932.574219
	Iteration 59Q: 3 clusters Score -1.92045e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -19204660.000000 Penalty: 3932.574219
	Iteration 60F: 3 clusters Score -1.920466e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -19204870.000000 Penalty: 3932.574219
	Iteration 61Q: 3 clusters Score -1.920487e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140732 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -19205208.000000 Penalty: 3932.574219
	Iteration 62Q: 3 clusters Score -1.920521e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -19205578.000000 Penalty: 3932.574219
	Iteration 63Q: 3 clusters Score -1.920558e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -19205726.000000 Penalty: 3932.574219
	Iteration 64Q: 3 clusters Score -1.920573e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146576 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -19206014.000000 Penalty: 3932.574219
	Iteration 65Q: 3 clusters Score -1.920601e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -19206382.000000 Penalty: 3932.574219
	Iteration 66Q: 3 clusters Score -1.920638e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -19206558.000000 Penalty: 3932.574219
	Iteration 67Q: 3 clusters Score -1.920656e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -19206762.000000 Penalty: 3932.574219
	Iteration 68Q: 3 clusters Score -1.920676e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -19206886.000000 Penalty: 3932.574219
	Iteration 69Q: 3 clusters Score -1.920689e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -19206778.000000 Penalty: 3932.574219
	Iteration 70Q: 3 clusters Score -1.920678e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -19206788.000000 Penalty: 3932.574219
	Iteration 71Q: 3 clusters Score -1.920679e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -19206566.000000 Penalty: 3932.574219
	Iteration 72Q: 3 clusters Score -1.920657e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -19206376.000000 Penalty: 3932.574219
	Iteration 73Q: 3 clusters Score -1.920638e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166251 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -19206112.000000 Penalty: 3932.574219
	Iteration 74Q: 3 clusters Score -1.920611e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -19205976.000000 Penalty: 3932.574219
	Iteration 75Q: 3 clusters Score -1.920598e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -19205828.000000 Penalty: 3932.574219
	Iteration 76Q: 3 clusters Score -1.920583e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -19205772.000000 Penalty: 3932.574219
	Iteration 77Q: 3 clusters Score -1.920577e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -19205634.000000 Penalty: 3932.574219
	Iteration 78Q: 3 clusters Score -1.920563e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172430 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -19205644.000000 Penalty: 3932.574219
	Iteration 79Q: 3 clusters Score -1.920564e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173163 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -19205716.000000 Penalty: 3932.574219
	Iteration 80F: 3 clusters Score -1.920572e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173936 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -19205648.000000 Penalty: 3932.574219
	Iteration 81Q: 3 clusters Score -1.920565e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174627 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -19205558.000000 Penalty: 3932.574219
	Iteration 82Q: 3 clusters Score -1.920556e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -19205572.000000 Penalty: 3932.574219
	Iteration 83Q: 3 clusters Score -1.920557e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -19205490.000000 Penalty: 3932.574219
	Iteration 84Q: 3 clusters Score -1.920549e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176091 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -19205472.000000 Penalty: 3932.574219
	Iteration 85Q: 3 clusters Score -1.920547e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176441 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -19205470.000000 Penalty: 3932.574219
	Iteration 86Q: 3 clusters Score -1.920547e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19205438.000000 Penalty: 3932.574219
	Iteration 87Q: 3 clusters Score -1.920544e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177001 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -19205400.000000 Penalty: 3932.574219
	Iteration 88Q: 3 clusters Score -1.92054e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177221 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -19205416.000000 Penalty: 3932.574219
	Iteration 89Q: 3 clusters Score -1.920542e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -19205332.000000 Penalty: 3932.574219
	Iteration 90Q: 3 clusters Score -1.920533e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19205256.000000 Penalty: 3932.574219
	Iteration 91Q: 3 clusters Score -1.920526e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19205206.000000 Penalty: 3932.574219
	Iteration 92Q: 3 clusters Score -1.920521e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19205246.000000 Penalty: 3932.574219
	Iteration 93Q: 3 clusters Score -1.920525e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178018 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19205212.000000 Penalty: 3932.574219
	Iteration 94Q: 3 clusters Score -1.920521e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19205200.000000 Penalty: 3932.574219
	Iteration 95Q: 3 clusters Score -1.92052e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -19205168.000000 Penalty: 3932.574219
	Iteration 96Q: 3 clusters Score -1.920517e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19205148.000000 Penalty: 3932.574219
	Iteration 97Q: 3 clusters Score -1.920515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178415 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19205140.000000 Penalty: 3932.574219
	Iteration 98Q: 3 clusters Score -1.920514e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -19205072.000000 Penalty: 3932.574219
	Iteration 99Q: 3 clusters Score -1.920507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19205058.000000 Penalty: 3932.574219
	Iteration 100F: 3 clusters Score -1.920506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19205054.000000 Penalty: 3932.574219
	Iteration 101Q: 3 clusters Score -1.920505e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19205018.000000 Penalty: 3932.574219
	Iteration 102Q: 3 clusters Score -1.920502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19205012.000000 Penalty: 3932.574219
	Iteration 103Q: 3 clusters Score -1.920501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -19205020.000000 Penalty: 3932.574219
	Iteration 104Q: 3 clusters Score -1.920502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19204996.000000 Penalty: 3932.574219
	Iteration 105Q: 3 clusters Score -1.9205e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19204980.000000 Penalty: 3932.574219
	Iteration 106Q: 3 clusters Score -1.920498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178835 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19204954.000000 Penalty: 3932.574219
	Iteration 107Q: 3 clusters Score -1.920495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178864 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19204978.000000 Penalty: 3932.574219
	Iteration 108Q: 3 clusters Score -1.920498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178889 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19204966.000000 Penalty: 3932.574219
	Iteration 109Q: 3 clusters Score -1.920497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19204964.000000 Penalty: 3932.574219
	Iteration 110Q: 3 clusters Score -1.920496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178928 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19204964.000000 Penalty: 3932.574219
	Iteration 111Q: 3 clusters Score -1.920496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19204964.000000 Penalty: 3932.574219
	Iteration 112Q: 3 clusters Score -1.920496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178961 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -19204954.000000 Penalty: 3932.574219
	Iteration 113Q: 3 clusters Score -1.920495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19204946.000000 Penalty: 3932.574219
	Iteration 114Q: 3 clusters Score -1.920495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179001 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19204916.000000 Penalty: 3932.574219
	Iteration 115Q: 3 clusters Score -1.920492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19204908.000000 Penalty: 3932.574219
	Iteration 116Q: 3 clusters Score -1.920491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -19204896.000000 Penalty: 3932.574219
	Iteration 117Q: 3 clusters Score -1.92049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19204890.000000 Penalty: 3932.574219
	Iteration 118Q: 3 clusters Score -1.920489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19204892.000000 Penalty: 3932.574219
	Iteration 119Q: 3 clusters Score -1.920489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19204888.000000 Penalty: 3932.574219
	Iteration 120F: 3 clusters Score -1.920489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179060 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19204900.000000 Penalty: 3932.574219
	Iteration 121Q: 3 clusters Score -1.92049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179066 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19204890.000000 Penalty: 3932.574219
	Iteration 122Q: 3 clusters Score -1.920489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179069 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19204892.000000 Penalty: 3932.574219
	Iteration 123Q: 3 clusters Score -1.920489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19204896.000000 Penalty: 3932.574219
	Iteration 124Q: 3 clusters Score -1.92049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179077 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19204884.000000 Penalty: 3932.574219
	Iteration 125Q: 3 clusters Score -1.920488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19204892.000000 Penalty: 3932.574219
	Iteration 126Q: 3 clusters Score -1.920489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179088 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -19204874.000000 Penalty: 3932.574219
	Iteration 127Q: 3 clusters Score -1.920487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19204892.000000 Penalty: 3932.574219
	Iteration 128Q: 3 clusters Score -1.920489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19204872.000000 Penalty: 3932.574219
	Iteration 129Q: 3 clusters Score -1.920487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179096 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -19204870.000000 Penalty: 3932.574219
	Iteration 130Q: 3 clusters Score -1.920487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -19204874.000000 Penalty: 3932.574219
	Iteration 131Q: 3 clusters Score -1.920487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19204870.000000 Penalty: 3932.574219
	Iteration 132Q: 3 clusters Score -1.920487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19204870.000000 Penalty: 3932.574219
	Iteration 133F: 3 clusters Score -1.920487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Entering Unmasked Estep 
Score: -1736347.625000 Penalty: 1577.424805
	Iteration 0F: 2 clusters Score -1736348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1725005.375000 Penalty: 3154.849609
	Iteration 0F: 3 clusters Score -1725005 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1729264.250000 Penalty: 3154.849609
	Iteration 1F: 3 clusters Score -1729264 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1730008.125000 Penalty: 3154.849609
	Iteration 2F: 3 clusters Score -1730008 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1730859.500000 Penalty: 3154.849609
	Iteration 3F: 3 clusters Score -1730860 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1731787.375000 Penalty: 3154.849609
	Iteration 4F: 3 clusters Score -1731787 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1732612.875000 Penalty: 3154.849609
	Iteration 5F: 3 clusters Score -1732613 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1733254.375000 Penalty: 3154.849609
	Iteration 6F: 3 clusters Score -1733254 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1733639.375000 Penalty: 3154.849609
	Iteration 7Q: 3 clusters Score -1733639 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1733844.750000 Penalty: 3154.849609
	Iteration 8Q: 3 clusters Score -1733845 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1733938.625000 Penalty: 3154.849609
	Iteration 9Q: 3 clusters Score -1733939 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1733999.625000 Penalty: 3154.849609
	Iteration 10Q: 3 clusters Score -1734000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1734049.750000 Penalty: 3154.849609
	Iteration 11Q: 3 clusters Score -1734050 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1734086.875000 Penalty: 3154.849609
	Iteration 12Q: 3 clusters Score -1734087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1734112.750000 Penalty: 3154.849609
	Iteration 13Q: 3 clusters Score -1734113 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1734155.250000 Penalty: 3154.849609
	Iteration 14Q: 3 clusters Score -1734155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1734171.625000 Penalty: 3154.849609
	Iteration 15Q: 3 clusters Score -1734172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1734178.625000 Penalty: 3154.849609
	Iteration 16Q: 3 clusters Score -1734179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1734203.625000 Penalty: 3154.849609
	Iteration 17Q: 3 clusters Score -1734204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1734223.625000 Penalty: 3154.849609
	Iteration 18Q: 3 clusters Score -1734224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1734240.375000 Penalty: 3154.849609
	Iteration 19Q: 3 clusters Score -1734240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1734266.625000 Penalty: 3154.849609
	Iteration 20F: 3 clusters Score -1734267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1734288.000000 Penalty: 3154.849609
	Iteration 21Q: 3 clusters Score -1734288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1734313.375000 Penalty: 3154.849609
	Iteration 22Q: 3 clusters Score -1734313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1734339.250000 Penalty: 3154.849609
	Iteration 23Q: 3 clusters Score -1734339 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1734359.750000 Penalty: 3154.849609
	Iteration 24Q: 3 clusters Score -1734360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1734379.125000 Penalty: 3154.849609
	Iteration 25Q: 3 clusters Score -1734379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1734397.250000 Penalty: 3154.849609
	Iteration 26Q: 3 clusters Score -1734397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1734420.750000 Penalty: 3154.849609
	Iteration 27Q: 3 clusters Score -1734421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1734446.875000 Penalty: 3154.849609
	Iteration 28Q: 3 clusters Score -1734447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1734468.875000 Penalty: 3154.849609
	Iteration 29Q: 3 clusters Score -1734469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1734506.125000 Penalty: 3154.849609
	Iteration 30Q: 3 clusters Score -1734506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1734544.375000 Penalty: 3154.849609
	Iteration 31Q: 3 clusters Score -1734544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1734609.375000 Penalty: 3154.849609
	Iteration 32Q: 3 clusters Score -1734609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1734693.750000 Penalty: 3154.849609
	Iteration 33Q: 3 clusters Score -1734694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1734798.875000 Penalty: 3154.849609
	Iteration 34Q: 3 clusters Score -1734799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1734911.000000 Penalty: 3154.849609
	Iteration 35Q: 3 clusters Score -1734911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1735028.625000 Penalty: 3154.849609
	Iteration 36Q: 3 clusters Score -1735029 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1735116.750000 Penalty: 3154.849609
	Iteration 37Q: 3 clusters Score -1735117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1735195.375000 Penalty: 3154.849609
	Iteration 38Q: 3 clusters Score -1735195 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1735261.625000 Penalty: 3154.849609
	Iteration 39Q: 3 clusters Score -1735262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1735305.125000 Penalty: 3154.849609
	Iteration 40F: 3 clusters Score -1735305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1735347.750000 Penalty: 3154.849609
	Iteration 41Q: 3 clusters Score -1735348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1735371.625000 Penalty: 3154.849609
	Iteration 42Q: 3 clusters Score -1735372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1735389.625000 Penalty: 3154.849609
	Iteration 43Q: 3 clusters Score -1735390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1735406.000000 Penalty: 3154.849609
	Iteration 44Q: 3 clusters Score -1735406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1735420.375000 Penalty: 3154.849609
	Iteration 45Q: 3 clusters Score -1735420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1735433.500000 Penalty: 3154.849609
	Iteration 46Q: 3 clusters Score -1735434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1735444.500000 Penalty: 3154.849609
	Iteration 47Q: 3 clusters Score -1735444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1735454.000000 Penalty: 3154.849609
	Iteration 48Q: 3 clusters Score -1735454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1735463.750000 Penalty: 3154.849609
	Iteration 49Q: 3 clusters Score -1735464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1735466.750000 Penalty: 3154.849609
	Iteration 50Q: 3 clusters Score -1735467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1735465.375000 Penalty: 3154.849609
	Iteration 51Q: 3 clusters Score -1735465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1735480.125000 Penalty: 3154.849609
	Iteration 52Q: 3 clusters Score -1735480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1735488.125000 Penalty: 3154.849609
	Iteration 53Q: 3 clusters Score -1735488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1735493.125000 Penalty: 3154.849609
	Iteration 54Q: 3 clusters Score -1735493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1735501.750000 Penalty: 3154.849609
	Iteration 55Q: 3 clusters Score -1735502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1735501.375000 Penalty: 3154.849609
	Iteration 56Q: 3 clusters Score -1735501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1735501.750000 Penalty: 3154.849609
	Iteration 57Q: 3 clusters Score -1735502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1735504.625000 Penalty: 3154.849609
	Iteration 58Q: 3 clusters Score -1735505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1735502.875000 Penalty: 3154.849609
	Iteration 59Q: 3 clusters Score -1735503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1735508.250000 Penalty: 3154.849609
	Iteration 60F: 3 clusters Score -1735508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1735507.750000 Penalty: 3154.849609
	Iteration 61Q: 3 clusters Score -1735508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1735506.250000 Penalty: 3154.849609
	Iteration 62Q: 3 clusters Score -1735506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1735506.000000 Penalty: 3154.849609
	Iteration 63Q: 3 clusters Score -1735506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1735505.250000 Penalty: 3154.849609
	Iteration 64Q: 3 clusters Score -1735505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1735505.250000 Penalty: 3154.849609
	Iteration 65F: 3 clusters Score -1735505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Entering Unmasked Estep 
Score: -5575482.500000 Penalty: 1768.685303
	Iteration 0F: 2 clusters Score -5575482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -5539773.500000 Penalty: 3537.370605
	Iteration 0F: 3 clusters Score -5539774 nChanged 25125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5553796.500000 Penalty: 3537.370605
	Iteration 1F: 3 clusters Score -5553796 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5554148.500000 Penalty: 3537.370605
	Iteration 2Q: 3 clusters Score -5554148 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -5554510.000000 Penalty: 3537.370605
	Iteration 3Q: 3 clusters Score -5554510 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5554810.500000 Penalty: 3537.370605
	Iteration 4Q: 3 clusters Score -5554810 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5555111.500000 Penalty: 3537.370605
	Iteration 5Q: 3 clusters Score -5555112 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5555565.500000 Penalty: 3537.370605
	Iteration 6Q: 3 clusters Score -5555566 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5556162.500000 Penalty: 3537.370605
	Iteration 7Q: 3 clusters Score -5556162 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5557161.500000 Penalty: 3537.370605
	Iteration 8Q: 3 clusters Score -5557162 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5558893.500000 Penalty: 3537.370605
	Iteration 9F: 3 clusters Score -5558894 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5561557.000000 Penalty: 3537.370605
	Iteration 10F: 3 clusters Score -5561557 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -5564957.000000 Penalty: 3537.370605
	Iteration 11F: 3 clusters Score -5564957 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5568207.500000 Penalty: 3537.370605
	Iteration 12F: 3 clusters Score -5568208 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5570743.000000 Penalty: 3537.370605
	Iteration 13F: 3 clusters Score -5570743 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5572264.000000 Penalty: 3537.370605
	Iteration 14Q: 3 clusters Score -5572264 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5573055.500000 Penalty: 3537.370605
	Iteration 15Q: 3 clusters Score -5573056 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5573450.500000 Penalty: 3537.370605
	Iteration 16Q: 3 clusters Score -5573450 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5573614.500000 Penalty: 3537.370605
	Iteration 17Q: 3 clusters Score -5573614 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5573719.500000 Penalty: 3537.370605
	Iteration 18Q: 3 clusters Score -5573720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5573798.500000 Penalty: 3537.370605
	Iteration 19Q: 3 clusters Score -5573798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5573833.500000 Penalty: 3537.370605
	Iteration 20F: 3 clusters Score -5573834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5573852.500000 Penalty: 3537.370605
	Iteration 21Q: 3 clusters Score -5573852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5573871.500000 Penalty: 3537.370605
	Iteration 22Q: 3 clusters Score -5573872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5573890.000000 Penalty: 3537.370605
	Iteration 23Q: 3 clusters Score -5573890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5573900.500000 Penalty: 3537.370605
	Iteration 24Q: 3 clusters Score -5573900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5573910.000000 Penalty: 3537.370605
	Iteration 25Q: 3 clusters Score -5573910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5573913.500000 Penalty: 3537.370605
	Iteration 26Q: 3 clusters Score -5573914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5573912.500000 Penalty: 3537.370605
	Iteration 27Q: 3 clusters Score -5573912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5573916.000000 Penalty: 3537.370605
	Iteration 28Q: 3 clusters Score -5573916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5573915.000000 Penalty: 3537.370605
	Iteration 29Q: 3 clusters Score -5573915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5573915.500000 Penalty: 3537.370605
	Iteration 30Q: 3 clusters Score -5573916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5573920.000000 Penalty: 3537.370605
	Iteration 31Q: 3 clusters Score -5573920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5573920.000000 Penalty: 3537.370605
	Iteration 32F: 3 clusters Score -5573920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Entering Unmasked Estep 
Score: -1332856.500000 Penalty: 1535.366943
	Iteration 0F: 2 clusters Score -1332856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1323938.625000 Penalty: 3070.733887
	Iteration 0F: 3 clusters Score -1323939 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1327096.500000 Penalty: 3070.733887
	Iteration 1F: 3 clusters Score -1327096 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1327549.000000 Penalty: 3070.733887
	Iteration 2F: 3 clusters Score -1327549 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1327996.875000 Penalty: 3070.733887
	Iteration 3F: 3 clusters Score -1327997 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1328434.250000 Penalty: 3070.733887
	Iteration 4F: 3 clusters Score -1328434 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1328851.250000 Penalty: 3070.733887
	Iteration 5F: 3 clusters Score -1328851 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1329219.125000 Penalty: 3070.733887
	Iteration 6F: 3 clusters Score -1329219 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1329558.750000 Penalty: 3070.733887
	Iteration 7Q: 3 clusters Score -1329559 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1329879.625000 Penalty: 3070.733887
	Iteration 8Q: 3 clusters Score -1329880 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1330179.250000 Penalty: 3070.733887
	Iteration 9Q: 3 clusters Score -1330179 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1330421.750000 Penalty: 3070.733887
	Iteration 10Q: 3 clusters Score -1330422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1330604.750000 Penalty: 3070.733887
	Iteration 11Q: 3 clusters Score -1330605 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1330786.625000 Penalty: 3070.733887
	Iteration 12Q: 3 clusters Score -1330787 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1330992.250000 Penalty: 3070.733887
	Iteration 13Q: 3 clusters Score -1330992 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1331159.625000 Penalty: 3070.733887
	Iteration 14Q: 3 clusters Score -1331160 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1331311.125000 Penalty: 3070.733887
	Iteration 15Q: 3 clusters Score -1331311 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1331439.375000 Penalty: 3070.733887
	Iteration 16Q: 3 clusters Score -1331439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1331538.250000 Penalty: 3070.733887
	Iteration 17Q: 3 clusters Score -1331538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1331615.000000 Penalty: 3070.733887
	Iteration 18Q: 3 clusters Score -1331615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1331671.250000 Penalty: 3070.733887
	Iteration 19Q: 3 clusters Score -1331671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1331714.375000 Penalty: 3070.733887
	Iteration 20F: 3 clusters Score -1331714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1331746.250000 Penalty: 3070.733887
	Iteration 21Q: 3 clusters Score -1331746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1331757.250000 Penalty: 3070.733887
	Iteration 22Q: 3 clusters Score -1331757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1331774.875000 Penalty: 3070.733887
	Iteration 23Q: 3 clusters Score -1331775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1331788.750000 Penalty: 3070.733887
	Iteration 24Q: 3 clusters Score -1331789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1331805.375000 Penalty: 3070.733887
	Iteration 25Q: 3 clusters Score -1331805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1331828.250000 Penalty: 3070.733887
	Iteration 26Q: 3 clusters Score -1331828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1331843.250000 Penalty: 3070.733887
	Iteration 27Q: 3 clusters Score -1331843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1331852.750000 Penalty: 3070.733887
	Iteration 28Q: 3 clusters Score -1331853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1331855.875000 Penalty: 3070.733887
	Iteration 29Q: 3 clusters Score -1331856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1331861.750000 Penalty: 3070.733887
	Iteration 30Q: 3 clusters Score -1331862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1331861.625000 Penalty: 3070.733887
	Iteration 31Q: 3 clusters Score -1331862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1331861.625000 Penalty: 3070.733887
	Iteration 32F: 3 clusters Score -1331862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -22004.988281 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -22004.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21311.396484 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -21311.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21599.177734 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -21599.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21694.111328 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -21694.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21761.121094 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -21761.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21855.464844 Penalty: 1840.462158
	Iteration 4Q: 3 clusters Score -21855.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21929.712891 Penalty: 1840.462158
	Iteration 5Q: 3 clusters Score -21929.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21983.875000 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -21983.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22009.103516 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -22009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22064.521484 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -22064.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22088.970703 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -22088.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22112.398438 Penalty: 1840.462158
	Iteration 10Q: 3 clusters Score -22112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22151.343750 Penalty: 1840.462158
	Iteration 11Q: 3 clusters Score -22151.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22204.623047 Penalty: 1840.462158
	Iteration 12Q: 3 clusters Score -22204.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22249.382812 Penalty: 1840.462158
	Iteration 13Q: 3 clusters Score -22249.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22254.517578 Penalty: 1840.462158
	Iteration 14Q: 3 clusters Score -22254.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22258.937500 Penalty: 1840.462158
	Iteration 15Q: 3 clusters Score -22258.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22321.246094 Penalty: 1840.462158
	Iteration 16F: 3 clusters Score -22321.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22821.310547 Penalty: 1840.462158
	Iteration 17Q: 3 clusters Score -22821.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22997.015625 Penalty: 1840.462158
	Iteration 18Q: 3 clusters Score -22997.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23024.429688 Penalty: 1840.462158
	Iteration 19Q: 3 clusters Score -23024.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23027.572266 Penalty: 1840.462158
	Iteration 20F: 3 clusters Score -23027.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23107.625000 Penalty: 1840.462158
	Iteration 21Q: 3 clusters Score -23107.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23107.625000 Penalty: 1840.462158
	Iteration 22F: 3 clusters Score -23107.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 179913 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 84526 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 28664 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 25852 members 
Mstep: Class 15 contains 281683 members 
Mstep: Class 16 contains 11928 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 15912 members 
Mstep: Class 19 contains 23281 members 
Mstep: Class 20 contains 111 members 
Entering Unmasked Estep 
Score: -84476800.000000 Penalty: 44211.253906
Splitting cluster 7 changes total score from -84477096.000000 to -84476800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (84526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Entering Unmasked Estep 
Score: -9122654.000000 Penalty: 1843.532349
	Iteration 0F: 2 clusters Score -9122654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -9066334.000000 Penalty: 3687.064697
	Iteration 0F: 3 clusters Score -9066334 nChanged 40021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -9089522.000000 Penalty: 3687.064697
	Iteration 1F: 3 clusters Score -9089522 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -9090350.000000 Penalty: 3687.064697
	Iteration 2Q: 3 clusters Score -9090350 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -9091377.000000 Penalty: 3687.064697
	Iteration 3Q: 3 clusters Score -9091377 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -9092945.000000 Penalty: 3687.064697
	Iteration 4Q: 3 clusters Score -9092945 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9095453.000000 Penalty: 3687.064697
	Iteration 5Q: 3 clusters Score -9095453 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -9098905.000000 Penalty: 3687.064697
	Iteration 6F: 3 clusters Score -9098905 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9103179.000000 Penalty: 3687.064697
	Iteration 7F: 3 clusters Score -9103179 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -9106958.000000 Penalty: 3687.064697
	Iteration 8F: 3 clusters Score -9106958 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -9109059.000000 Penalty: 3687.064697
	Iteration 9F: 3 clusters Score -9109059 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9109975.000000 Penalty: 3687.064697
	Iteration 10Q: 3 clusters Score -9109975 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -9110425.000000 Penalty: 3687.064697
	Iteration 11Q: 3 clusters Score -9110425 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -9110782.000000 Penalty: 3687.064697
	Iteration 12Q: 3 clusters Score -9110782 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -9111085.000000 Penalty: 3687.064697
	Iteration 13Q: 3 clusters Score -9111085 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -9111393.000000 Penalty: 3687.064697
	Iteration 14Q: 3 clusters Score -9111393 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -9111656.000000 Penalty: 3687.064697
	Iteration 15Q: 3 clusters Score -9111656 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -9111887.000000 Penalty: 3687.064697
	Iteration 16Q: 3 clusters Score -9111887 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -9112110.000000 Penalty: 3687.064697
	Iteration 17Q: 3 clusters Score -9112110 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -9112318.000000 Penalty: 3687.064697
	Iteration 18Q: 3 clusters Score -9112318 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -9112535.000000 Penalty: 3687.064697
	Iteration 19Q: 3 clusters Score -9112535 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -9112742.000000 Penalty: 3687.064697
	Iteration 20F: 3 clusters Score -9112742 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -9112920.000000 Penalty: 3687.064697
	Iteration 21Q: 3 clusters Score -9112920 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -9113125.000000 Penalty: 3687.064697
	Iteration 22Q: 3 clusters Score -9113125 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -9113284.000000 Penalty: 3687.064697
	Iteration 23Q: 3 clusters Score -9113284 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -9113423.000000 Penalty: 3687.064697
	Iteration 24Q: 3 clusters Score -9113423 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -9113561.000000 Penalty: 3687.064697
	Iteration 25Q: 3 clusters Score -9113561 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -9113739.000000 Penalty: 3687.064697
	Iteration 26Q: 3 clusters Score -9113739 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -9113880.000000 Penalty: 3687.064697
	Iteration 27Q: 3 clusters Score -9113880 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -9114076.000000 Penalty: 3687.064697
	Iteration 28Q: 3 clusters Score -9114076 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -9114219.000000 Penalty: 3687.064697
	Iteration 29Q: 3 clusters Score -9114219 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -9114329.000000 Penalty: 3687.064697
	Iteration 30Q: 3 clusters Score -9114329 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -9114502.000000 Penalty: 3687.064697
	Iteration 31Q: 3 clusters Score -9114502 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -9114704.000000 Penalty: 3687.064697
	Iteration 32Q: 3 clusters Score -9114704 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -9114979.000000 Penalty: 3687.064697
	Iteration 33Q: 3 clusters Score -9114979 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -9115226.000000 Penalty: 3687.064697
	Iteration 34Q: 3 clusters Score -9115226 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -9115463.000000 Penalty: 3687.064697
	Iteration 35Q: 3 clusters Score -9115463 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9115720.000000 Penalty: 3687.064697
	Iteration 36Q: 3 clusters Score -9115720 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9116002.000000 Penalty: 3687.064697
	Iteration 37Q: 3 clusters Score -9116002 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -9116372.000000 Penalty: 3687.064697
	Iteration 38Q: 3 clusters Score -9116372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -9116665.000000 Penalty: 3687.064697
	Iteration 39Q: 3 clusters Score -9116665 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -9117042.000000 Penalty: 3687.064697
	Iteration 40F: 3 clusters Score -9117042 nChanged 1008
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9117435 nChanged 1022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9117876 nChanged 999
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9118298 nChanged 913
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9118705 nChanged 830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -9119039.000000 Penalty: 3687.064697
	Iteration 45Q: 3 clusters Score -9119039 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -9119266.000000 Penalty: 3687.064697
	Iteration 46Q: 3 clusters Score -9119266 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -9119478.000000 Penalty: 3687.064697
	Iteration 47Q: 3 clusters Score -9119478 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -9119682.000000 Penalty: 3687.064697
	Iteration 48Q: 3 clusters Score -9119682 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -9119869.000000 Penalty: 3687.064697
	Iteration 49Q: 3 clusters Score -9119869 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -9119989.000000 Penalty: 3687.064697
	Iteration 50Q: 3 clusters Score -9119989 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -9120097.000000 Penalty: 3687.064697
	Iteration 51Q: 3 clusters Score -9120097 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -9120220.000000 Penalty: 3687.064697
	Iteration 52Q: 3 clusters Score -9120220 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -9120336.000000 Penalty: 3687.064697
	Iteration 53Q: 3 clusters Score -9120336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -9120449.000000 Penalty: 3687.064697
	Iteration 54Q: 3 clusters Score -9120449 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -9120533.000000 Penalty: 3687.064697
	Iteration 55Q: 3 clusters Score -9120533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -9120598.000000 Penalty: 3687.064697
	Iteration 56Q: 3 clusters Score -9120598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -9120654.000000 Penalty: 3687.064697
	Iteration 57Q: 3 clusters Score -9120654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -9120715.000000 Penalty: 3687.064697
	Iteration 58Q: 3 clusters Score -9120715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -9120769.000000 Penalty: 3687.064697
	Iteration 59Q: 3 clusters Score -9120769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -9120821.000000 Penalty: 3687.064697
	Iteration 60F: 3 clusters Score -9120821 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -9120862.000000 Penalty: 3687.064697
	Iteration 61Q: 3 clusters Score -9120862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -9120872.000000 Penalty: 3687.064697
	Iteration 62Q: 3 clusters Score -9120872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -9120897.000000 Penalty: 3687.064697
	Iteration 63Q: 3 clusters Score -9120897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -9120918.000000 Penalty: 3687.064697
	Iteration 64Q: 3 clusters Score -9120918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -9120938.000000 Penalty: 3687.064697
	Iteration 65Q: 3 clusters Score -9120938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -9120956.000000 Penalty: 3687.064697
	Iteration 66Q: 3 clusters Score -9120956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -9120969.000000 Penalty: 3687.064697
	Iteration 67Q: 3 clusters Score -9120969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -9120975.000000 Penalty: 3687.064697
	Iteration 68Q: 3 clusters Score -9120975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -9120967.000000 Penalty: 3687.064697
	Iteration 69Q: 3 clusters Score -9120967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -9120979.000000 Penalty: 3687.064697
	Iteration 70Q: 3 clusters Score -9120979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -9120986.000000 Penalty: 3687.064697
	Iteration 71Q: 3 clusters Score -9120986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -9120992.000000 Penalty: 3687.064697
	Iteration 72Q: 3 clusters Score -9120992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -9121002.000000 Penalty: 3687.064697
	Iteration 73Q: 3 clusters Score -9121002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -9121019.000000 Penalty: 3687.064697
	Iteration 74Q: 3 clusters Score -9121019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -9121028.000000 Penalty: 3687.064697
	Iteration 75Q: 3 clusters Score -9121028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -9121024.000000 Penalty: 3687.064697
	Iteration 76Q: 3 clusters Score -9121024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -9121028.000000 Penalty: 3687.064697
	Iteration 77Q: 3 clusters Score -9121028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -9121042.000000 Penalty: 3687.064697
	Iteration 78Q: 3 clusters Score -9121042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -9121049.000000 Penalty: 3687.064697
	Iteration 79Q: 3 clusters Score -9121049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -9121058.000000 Penalty: 3687.064697
	Iteration 80F: 3 clusters Score -9121058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -9121062.000000 Penalty: 3687.064697
	Iteration 81Q: 3 clusters Score -9121062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -9121057.000000 Penalty: 3687.064697
	Iteration 82Q: 3 clusters Score -9121057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -9121067.000000 Penalty: 3687.064697
	Iteration 83Q: 3 clusters Score -9121067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -9121066.000000 Penalty: 3687.064697
	Iteration 84Q: 3 clusters Score -9121066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -9121069.000000 Penalty: 3687.064697
	Iteration 85Q: 3 clusters Score -9121069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -9121065.000000 Penalty: 3687.064697
	Iteration 86Q: 3 clusters Score -9121065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -9121060.000000 Penalty: 3687.064697
	Iteration 87Q: 3 clusters Score -9121060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -9121062.000000 Penalty: 3687.064697
	Iteration 88Q: 3 clusters Score -9121062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -9121069.000000 Penalty: 3687.064697
	Iteration 89Q: 3 clusters Score -9121069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -9121078.000000 Penalty: 3687.064697
	Iteration 90Q: 3 clusters Score -9121078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -9121083.000000 Penalty: 3687.064697
	Iteration 91Q: 3 clusters Score -9121083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -9121081.000000 Penalty: 3687.064697
	Iteration 92Q: 3 clusters Score -9121081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -9121085.000000 Penalty: 3687.064697
	Iteration 93Q: 3 clusters Score -9121085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -9121087.000000 Penalty: 3687.064697
	Iteration 94Q: 3 clusters Score -9121087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -9121084.000000 Penalty: 3687.064697
	Iteration 95Q: 3 clusters Score -9121084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -9121080.000000 Penalty: 3687.064697
	Iteration 96Q: 3 clusters Score -9121080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -9121088.000000 Penalty: 3687.064697
	Iteration 97Q: 3 clusters Score -9121088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -9121096.000000 Penalty: 3687.064697
	Iteration 98Q: 3 clusters Score -9121096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -9121092.000000 Penalty: 3687.064697
	Iteration 99Q: 3 clusters Score -9121092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -9121093.000000 Penalty: 3687.064697
	Iteration 100F: 3 clusters Score -9121093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -9121102.000000 Penalty: 3687.064697
	Iteration 101Q: 3 clusters Score -9121102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -9121097.000000 Penalty: 3687.064697
	Iteration 102Q: 3 clusters Score -9121097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -9121097.000000 Penalty: 3687.064697
	Iteration 103Q: 3 clusters Score -9121097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -9121096.000000 Penalty: 3687.064697
	Iteration 104Q: 3 clusters Score -9121096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -9121096.000000 Penalty: 3687.064697
	Iteration 105Q: 3 clusters Score -9121096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -9121098.000000 Penalty: 3687.064697
	Iteration 106Q: 3 clusters Score -9121098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -9121106.000000 Penalty: 3687.064697
	Iteration 107Q: 3 clusters Score -9121106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -9121114.000000 Penalty: 3687.064697
	Iteration 108Q: 3 clusters Score -9121114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -9121108.000000 Penalty: 3687.064697
	Iteration 109Q: 3 clusters Score -9121108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -9121102.000000 Penalty: 3687.064697
	Iteration 110Q: 3 clusters Score -9121102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -9121113.000000 Penalty: 3687.064697
	Iteration 111Q: 3 clusters Score -9121113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -9121110.000000 Penalty: 3687.064697
	Iteration 112Q: 3 clusters Score -9121110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -9121108.000000 Penalty: 3687.064697
	Iteration 113Q: 3 clusters Score -9121108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -9121105.000000 Penalty: 3687.064697
	Iteration 114Q: 3 clusters Score -9121105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -9121115.000000 Penalty: 3687.064697
	Iteration 115Q: 3 clusters Score -9121115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -9121106.000000 Penalty: 3687.064697
	Iteration 116Q: 3 clusters Score -9121106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -9121110.000000 Penalty: 3687.064697
	Iteration 117Q: 3 clusters Score -9121110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -9121108.000000 Penalty: 3687.064697
	Iteration 118Q: 3 clusters Score -9121108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -9121113.000000 Penalty: 3687.064697
	Iteration 119Q: 3 clusters Score -9121113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -9121117.000000 Penalty: 3687.064697
	Iteration 120F: 3 clusters Score -9121117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -9121123.000000 Penalty: 3687.064697
	Iteration 121Q: 3 clusters Score -9121123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -9121122.000000 Penalty: 3687.064697
	Iteration 122Q: 3 clusters Score -9121122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -9121122.000000 Penalty: 3687.064697
	Iteration 123F: 3 clusters Score -9121122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -585100.125000 Penalty: 1406.726929
	Iteration 0F: 2 clusters Score -585100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -580712.375000 Penalty: 2813.453857
	Iteration 0F: 3 clusters Score -580712.4 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -582602.812500 Penalty: 2813.453857
	Iteration 1F: 3 clusters Score -582602.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -583331.312500 Penalty: 2813.453857
	Iteration 2F: 3 clusters Score -583331.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -583886.250000 Penalty: 2813.453857
	Iteration 3F: 3 clusters Score -583886.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -584258.687500 Penalty: 2813.453857
	Iteration 4F: 3 clusters Score -584258.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -584464.750000 Penalty: 2813.453857
	Iteration 5F: 3 clusters Score -584464.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -584572.687500 Penalty: 2813.453857
	Iteration 6Q: 3 clusters Score -584572.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -584646.437500 Penalty: 2813.453857
	Iteration 7Q: 3 clusters Score -584646.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -584703.375000 Penalty: 2813.453857
	Iteration 8Q: 3 clusters Score -584703.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -584744.000000 Penalty: 2813.453857
	Iteration 9Q: 3 clusters Score -584744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -584768.625000 Penalty: 2813.453857
	Iteration 10Q: 3 clusters Score -584768.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -584790.000000 Penalty: 2813.453857
	Iteration 11Q: 3 clusters Score -584790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -584806.875000 Penalty: 2813.453857
	Iteration 12Q: 3 clusters Score -584806.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -584824.375000 Penalty: 2813.453857
	Iteration 13Q: 3 clusters Score -584824.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -584838.187500 Penalty: 2813.453857
	Iteration 14Q: 3 clusters Score -584838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -584848.750000 Penalty: 2813.453857
	Iteration 15Q: 3 clusters Score -584848.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -584858.750000 Penalty: 2813.453857
	Iteration 16Q: 3 clusters Score -584858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -584865.625000 Penalty: 2813.453857
	Iteration 17Q: 3 clusters Score -584865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -584869.875000 Penalty: 2813.453857
	Iteration 18Q: 3 clusters Score -584869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -584872.375000 Penalty: 2813.453857
	Iteration 19Q: 3 clusters Score -584872.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -584875.125000 Penalty: 2813.453857
	Iteration 20F: 3 clusters Score -584875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -584878.625000 Penalty: 2813.453857
	Iteration 21Q: 3 clusters Score -584878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -584881.875000 Penalty: 2813.453857
	Iteration 22Q: 3 clusters Score -584881.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -584886.062500 Penalty: 2813.453857
	Iteration 23Q: 3 clusters Score -584886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -584891.750000 Penalty: 2813.453857
	Iteration 24Q: 3 clusters Score -584891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -584897.375000 Penalty: 2813.453857
	Iteration 25Q: 3 clusters Score -584897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -584900.625000 Penalty: 2813.453857
	Iteration 26Q: 3 clusters Score -584900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -584908.687500 Penalty: 2813.453857
	Iteration 27Q: 3 clusters Score -584908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -584913.937500 Penalty: 2813.453857
	Iteration 28Q: 3 clusters Score -584913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -584920.500000 Penalty: 2813.453857
	Iteration 29Q: 3 clusters Score -584920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -584930.187500 Penalty: 2813.453857
	Iteration 30Q: 3 clusters Score -584930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -584939.750000 Penalty: 2813.453857
	Iteration 31Q: 3 clusters Score -584939.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -584948.000000 Penalty: 2813.453857
	Iteration 32Q: 3 clusters Score -584948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -584952.312500 Penalty: 2813.453857
	Iteration 33Q: 3 clusters Score -584952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -584955.875000 Penalty: 2813.453857
	Iteration 34Q: 3 clusters Score -584955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -584960.375000 Penalty: 2813.453857
	Iteration 35Q: 3 clusters Score -584960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -584963.812500 Penalty: 2813.453857
	Iteration 36Q: 3 clusters Score -584963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -584965.812500 Penalty: 2813.453857
	Iteration 37Q: 3 clusters Score -584965.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -584970.062500 Penalty: 2813.453857
	Iteration 38Q: 3 clusters Score -584970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -584973.562500 Penalty: 2813.453857
	Iteration 39Q: 3 clusters Score -584973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -584977.312500 Penalty: 2813.453857
	Iteration 40F: 3 clusters Score -584977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -584980.812500 Penalty: 2813.453857
	Iteration 41Q: 3 clusters Score -584980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -584980.125000 Penalty: 2813.453857
	Iteration 42Q: 3 clusters Score -584980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -584980.125000 Penalty: 2813.453857
	Iteration 43F: 3 clusters Score -584980.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Entering Unmasked Estep 
Score: -4936425.500000 Penalty: 1742.513062
	Iteration 0F: 2 clusters Score -4936426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4905923.500000 Penalty: 3485.026123
	Iteration 0F: 3 clusters Score -4905924 nChanged 21342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4918283.500000 Penalty: 3485.026123
	Iteration 1F: 3 clusters Score -4918284 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4918882.000000 Penalty: 3485.026123
	Iteration 2Q: 3 clusters Score -4918882 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4919660.500000 Penalty: 3485.026123
	Iteration 3Q: 3 clusters Score -4919660 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4920719.000000 Penalty: 3485.026123
	Iteration 4Q: 3 clusters Score -4920719 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4922144.000000 Penalty: 3485.026123
	Iteration 5F: 3 clusters Score -4922144 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -4924142.500000 Penalty: 3485.026123
	Iteration 6F: 3 clusters Score -4924142 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4926578.000000 Penalty: 3485.026123
	Iteration 7F: 3 clusters Score -4926578 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4928904.000000 Penalty: 3485.026123
	Iteration 8F: 3 clusters Score -4928904 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4930211.500000 Penalty: 3485.026123
	Iteration 9F: 3 clusters Score -4930212 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4930734.000000 Penalty: 3485.026123
	Iteration 10Q: 3 clusters Score -4930734 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4931053.500000 Penalty: 3485.026123
	Iteration 11Q: 3 clusters Score -4931054 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4931294.500000 Penalty: 3485.026123
	Iteration 12Q: 3 clusters Score -4931294 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4931525.500000 Penalty: 3485.026123
	Iteration 13Q: 3 clusters Score -4931526 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4931720.500000 Penalty: 3485.026123
	Iteration 14Q: 3 clusters Score -4931720 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4931924.000000 Penalty: 3485.026123
	Iteration 15Q: 3 clusters Score -4931924 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4932071.000000 Penalty: 3485.026123
	Iteration 16Q: 3 clusters Score -4932071 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4932268.000000 Penalty: 3485.026123
	Iteration 17Q: 3 clusters Score -4932268 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4932471.500000 Penalty: 3485.026123
	Iteration 18Q: 3 clusters Score -4932472 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4932659.000000 Penalty: 3485.026123
	Iteration 19Q: 3 clusters Score -4932659 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4932832.500000 Penalty: 3485.026123
	Iteration 20F: 3 clusters Score -4932832 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4932986.000000 Penalty: 3485.026123
	Iteration 21Q: 3 clusters Score -4932986 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4933153.000000 Penalty: 3485.026123
	Iteration 22Q: 3 clusters Score -4933153 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4933280.500000 Penalty: 3485.026123
	Iteration 23Q: 3 clusters Score -4933280 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -4933439.000000 Penalty: 3485.026123
	Iteration 24Q: 3 clusters Score -4933439 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -4933618.000000 Penalty: 3485.026123
	Iteration 25Q: 3 clusters Score -4933618 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4933756.000000 Penalty: 3485.026123
	Iteration 26Q: 3 clusters Score -4933756 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4933933.000000 Penalty: 3485.026123
	Iteration 27Q: 3 clusters Score -4933933 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -4934081.000000 Penalty: 3485.026123
	Iteration 28Q: 3 clusters Score -4934081 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -4934211.500000 Penalty: 3485.026123
	Iteration 29Q: 3 clusters Score -4934212 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4934310.500000 Penalty: 3485.026123
	Iteration 30Q: 3 clusters Score -4934310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4934422.000000 Penalty: 3485.026123
	Iteration 31Q: 3 clusters Score -4934422 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -4934539.500000 Penalty: 3485.026123
	Iteration 32Q: 3 clusters Score -4934540 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -4934592.000000 Penalty: 3485.026123
	Iteration 33Q: 3 clusters Score -4934592 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -4934660.500000 Penalty: 3485.026123
	Iteration 34Q: 3 clusters Score -4934660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -4934708.500000 Penalty: 3485.026123
	Iteration 35Q: 3 clusters Score -4934708 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -4934759.000000 Penalty: 3485.026123
	Iteration 36Q: 3 clusters Score -4934759 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -4934793.500000 Penalty: 3485.026123
	Iteration 37Q: 3 clusters Score -4934794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -4934814.500000 Penalty: 3485.026123
	Iteration 38Q: 3 clusters Score -4934814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -4934835.500000 Penalty: 3485.026123
	Iteration 39Q: 3 clusters Score -4934836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -4934868.500000 Penalty: 3485.026123
	Iteration 40F: 3 clusters Score -4934868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -4934904.500000 Penalty: 3485.026123
	Iteration 41Q: 3 clusters Score -4934904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -4934933.000000 Penalty: 3485.026123
	Iteration 42Q: 3 clusters Score -4934933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4934958.500000 Penalty: 3485.026123
	Iteration 43Q: 3 clusters Score -4934958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -4934980.500000 Penalty: 3485.026123
	Iteration 44Q: 3 clusters Score -4934980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -4935011.500000 Penalty: 3485.026123
	Iteration 45Q: 3 clusters Score -4935012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -4935031.500000 Penalty: 3485.026123
	Iteration 46Q: 3 clusters Score -4935032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -4935044.000000 Penalty: 3485.026123
	Iteration 47Q: 3 clusters Score -4935044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -4935064.500000 Penalty: 3485.026123
	Iteration 48Q: 3 clusters Score -4935064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -4935066.500000 Penalty: 3485.026123
	Iteration 49Q: 3 clusters Score -4935066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4935074.500000 Penalty: 3485.026123
	Iteration 50Q: 3 clusters Score -4935074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -4935076.000000 Penalty: 3485.026123
	Iteration 51Q: 3 clusters Score -4935076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -4935085.000000 Penalty: 3485.026123
	Iteration 52Q: 3 clusters Score -4935085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -4935095.000000 Penalty: 3485.026123
	Iteration 53Q: 3 clusters Score -4935095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -4935095.000000 Penalty: 3485.026123
	Iteration 54Q: 3 clusters Score -4935095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -4935105.500000 Penalty: 3485.026123
	Iteration 55Q: 3 clusters Score -4935106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -4935123.000000 Penalty: 3485.026123
	Iteration 56Q: 3 clusters Score -4935123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -4935126.500000 Penalty: 3485.026123
	Iteration 57Q: 3 clusters Score -4935126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -4935122.500000 Penalty: 3485.026123
	Iteration 58Q: 3 clusters Score -4935122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -4935137.500000 Penalty: 3485.026123
	Iteration 59Q: 3 clusters Score -4935138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -4935144.000000 Penalty: 3485.026123
	Iteration 60F: 3 clusters Score -4935144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -4935140.500000 Penalty: 3485.026123
	Iteration 61Q: 3 clusters Score -4935140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -4935150.500000 Penalty: 3485.026123
	Iteration 62Q: 3 clusters Score -4935150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -4935160.000000 Penalty: 3485.026123
	Iteration 63Q: 3 clusters Score -4935160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -4935161.500000 Penalty: 3485.026123
	Iteration 64Q: 3 clusters Score -4935162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -4935162.000000 Penalty: 3485.026123
	Iteration 65Q: 3 clusters Score -4935162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -4935165.000000 Penalty: 3485.026123
	Iteration 66Q: 3 clusters Score -4935165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -4935164.500000 Penalty: 3485.026123
	Iteration 67Q: 3 clusters Score -4935164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4935170.000000 Penalty: 3485.026123
	Iteration 68Q: 3 clusters Score -4935170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -4935166.500000 Penalty: 3485.026123
	Iteration 69Q: 3 clusters Score -4935166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -4935167.500000 Penalty: 3485.026123
	Iteration 70Q: 3 clusters Score -4935168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4935171.000000 Penalty: 3485.026123
	Iteration 71Q: 3 clusters Score -4935171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -4935176.000000 Penalty: 3485.026123
	Iteration 72Q: 3 clusters Score -4935176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -4935177.000000 Penalty: 3485.026123
	Iteration 73Q: 3 clusters Score -4935177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -4935184.000000 Penalty: 3485.026123
	Iteration 74Q: 3 clusters Score -4935184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -4935181.500000 Penalty: 3485.026123
	Iteration 75Q: 3 clusters Score -4935182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4935175.000000 Penalty: 3485.026123
	Iteration 76Q: 3 clusters Score -4935175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -4935174.500000 Penalty: 3485.026123
	Iteration 77Q: 3 clusters Score -4935174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -4935175.000000 Penalty: 3485.026123
	Iteration 78Q: 3 clusters Score -4935175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -4935169.000000 Penalty: 3485.026123
	Iteration 79Q: 3 clusters Score -4935169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -4935173.500000 Penalty: 3485.026123
	Iteration 80F: 3 clusters Score -4935174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4935176.000000 Penalty: 3485.026123
	Iteration 81Q: 3 clusters Score -4935176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -4935176.500000 Penalty: 3485.026123
	Iteration 82Q: 3 clusters Score -4935176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -4935176.500000 Penalty: 3485.026123
	Iteration 83F: 3 clusters Score -4935176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -285303.937500 Penalty: 1285.590210
	Iteration 0F: 2 clusters Score -285303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -282744.781250 Penalty: 2571.180420
	Iteration 0F: 3 clusters Score -282744.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283446.968750 Penalty: 2571.180420
	Iteration 1F: 3 clusters Score -283447 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -283715.343750 Penalty: 2571.180420
	Iteration 2F: 3 clusters Score -283715.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283920.593750 Penalty: 2571.180420
	Iteration 3F: 3 clusters Score -283920.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -284038.031250 Penalty: 2571.180420
	Iteration 4F: 3 clusters Score -284038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284144.937500 Penalty: 2571.180420
	Iteration 5Q: 3 clusters Score -284144.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284248.750000 Penalty: 2571.180420
	Iteration 6Q: 3 clusters Score -284248.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -284348.937500 Penalty: 2571.180420
	Iteration 7Q: 3 clusters Score -284348.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -284436.531250 Penalty: 2571.180420
	Iteration 8Q: 3 clusters Score -284436.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -284506.750000 Penalty: 2571.180420
	Iteration 9Q: 3 clusters Score -284506.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -284551.187500 Penalty: 2571.180420
	Iteration 10Q: 3 clusters Score -284551.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -284578.250000 Penalty: 2571.180420
	Iteration 11Q: 3 clusters Score -284578.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -284598.812500 Penalty: 2571.180420
	Iteration 12Q: 3 clusters Score -284598.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -284621.343750 Penalty: 2571.180420
	Iteration 13Q: 3 clusters Score -284621.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284639.218750 Penalty: 2571.180420
	Iteration 14Q: 3 clusters Score -284639.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284658.343750 Penalty: 2571.180420
	Iteration 15Q: 3 clusters Score -284658.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -284676.593750 Penalty: 2571.180420
	Iteration 16Q: 3 clusters Score -284676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -284694.718750 Penalty: 2571.180420
	Iteration 17Q: 3 clusters Score -284694.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -284713.656250 Penalty: 2571.180420
	Iteration 18Q: 3 clusters Score -284713.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -284735.656250 Penalty: 2571.180420
	Iteration 19Q: 3 clusters Score -284735.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -284763.437500 Penalty: 2571.180420
	Iteration 20F: 3 clusters Score -284763.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -284790.375000 Penalty: 2571.180420
	Iteration 21Q: 3 clusters Score -284790.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -284815.781250 Penalty: 2571.180420
	Iteration 22Q: 3 clusters Score -284815.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -284839.406250 Penalty: 2571.180420
	Iteration 23Q: 3 clusters Score -284839.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -284860.093750 Penalty: 2571.180420
	Iteration 24Q: 3 clusters Score -284860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -284875.750000 Penalty: 2571.180420
	Iteration 25Q: 3 clusters Score -284875.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -284889.968750 Penalty: 2571.180420
	Iteration 26Q: 3 clusters Score -284890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -284907.718750 Penalty: 2571.180420
	Iteration 27Q: 3 clusters Score -284907.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -284918.812500 Penalty: 2571.180420
	Iteration 28Q: 3 clusters Score -284918.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -284925.093750 Penalty: 2571.180420
	Iteration 29Q: 3 clusters Score -284925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -284927.156250 Penalty: 2571.180420
	Iteration 30Q: 3 clusters Score -284927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284930.281250 Penalty: 2571.180420
	Iteration 31Q: 3 clusters Score -284930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -284932.125000 Penalty: 2571.180420
	Iteration 32Q: 3 clusters Score -284932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -284933.875000 Penalty: 2571.180420
	Iteration 33Q: 3 clusters Score -284933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -284934.562500 Penalty: 2571.180420
	Iteration 34Q: 3 clusters Score -284934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -284934.812500 Penalty: 2571.180420
	Iteration 35Q: 3 clusters Score -284934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284935.406250 Penalty: 2571.180420
	Iteration 36Q: 3 clusters Score -284935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284935.406250 Penalty: 2571.180420
	Iteration 37F: 3 clusters Score -284935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Entering Unmasked Estep 
Score: -3117942.500000 Penalty: 1667.802002
	Iteration 0F: 2 clusters Score -3117942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3098713.250000 Penalty: 3335.604004
	Iteration 0F: 3 clusters Score -3098713 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3106044.000000 Penalty: 3335.604004
	Iteration 1F: 3 clusters Score -3106044 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3106500.250000 Penalty: 3335.604004
	Iteration 2Q: 3 clusters Score -3106500 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3107016.000000 Penalty: 3335.604004
	Iteration 3Q: 3 clusters Score -3107016 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3107616.250000 Penalty: 3335.604004
	Iteration 4Q: 3 clusters Score -3107616 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3108491.750000 Penalty: 3335.604004
	Iteration 5F: 3 clusters Score -3108492 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3109713.750000 Penalty: 3335.604004
	Iteration 6F: 3 clusters Score -3109714 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3111253.250000 Penalty: 3335.604004
	Iteration 7F: 3 clusters Score -3111253 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3112716.500000 Penalty: 3335.604004
	Iteration 8F: 3 clusters Score -3112716 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3113747.750000 Penalty: 3335.604004
	Iteration 9Q: 3 clusters Score -3113748 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3114263.750000 Penalty: 3335.604004
	Iteration 10Q: 3 clusters Score -3114264 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3114591.000000 Penalty: 3335.604004
	Iteration 11Q: 3 clusters Score -3114591 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3114821.250000 Penalty: 3335.604004
	Iteration 12Q: 3 clusters Score -3114821 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3114989.000000 Penalty: 3335.604004
	Iteration 13Q: 3 clusters Score -3114989 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3115130.250000 Penalty: 3335.604004
	Iteration 14Q: 3 clusters Score -3115130 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3115228.000000 Penalty: 3335.604004
	Iteration 15Q: 3 clusters Score -3115228 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3115347.250000 Penalty: 3335.604004
	Iteration 16Q: 3 clusters Score -3115347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3115415.250000 Penalty: 3335.604004
	Iteration 17Q: 3 clusters Score -3115415 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3115512.250000 Penalty: 3335.604004
	Iteration 18Q: 3 clusters Score -3115512 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3115586.500000 Penalty: 3335.604004
	Iteration 19Q: 3 clusters Score -3115586 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3115688.000000 Penalty: 3335.604004
	Iteration 20F: 3 clusters Score -3115688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3115773.500000 Penalty: 3335.604004
	Iteration 21Q: 3 clusters Score -3115774 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3115839.000000 Penalty: 3335.604004
	Iteration 22Q: 3 clusters Score -3115839 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3115921.750000 Penalty: 3335.604004
	Iteration 23Q: 3 clusters Score -3115922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3116002.250000 Penalty: 3335.604004
	Iteration 24Q: 3 clusters Score -3116002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3116066.750000 Penalty: 3335.604004
	Iteration 25Q: 3 clusters Score -3116067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3116109.000000 Penalty: 3335.604004
	Iteration 26Q: 3 clusters Score -3116109 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3116170.000000 Penalty: 3335.604004
	Iteration 27Q: 3 clusters Score -3116170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3116226.000000 Penalty: 3335.604004
	Iteration 28Q: 3 clusters Score -3116226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3116292.000000 Penalty: 3335.604004
	Iteration 29Q: 3 clusters Score -3116292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3116358.750000 Penalty: 3335.604004
	Iteration 30Q: 3 clusters Score -3116359 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3116409.000000 Penalty: 3335.604004
	Iteration 31Q: 3 clusters Score -3116409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3116459.000000 Penalty: 3335.604004
	Iteration 32Q: 3 clusters Score -3116459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3116493.500000 Penalty: 3335.604004
	Iteration 33Q: 3 clusters Score -3116494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3116512.000000 Penalty: 3335.604004
	Iteration 34Q: 3 clusters Score -3116512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3116517.250000 Penalty: 3335.604004
	Iteration 35Q: 3 clusters Score -3116517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3116534.250000 Penalty: 3335.604004
	Iteration 36Q: 3 clusters Score -3116534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3116539.000000 Penalty: 3335.604004
	Iteration 37Q: 3 clusters Score -3116539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3116538.000000 Penalty: 3335.604004
	Iteration 38Q: 3 clusters Score -3116538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3116546.250000 Penalty: 3335.604004
	Iteration 39Q: 3 clusters Score -3116546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3116563.750000 Penalty: 3335.604004
	Iteration 40F: 3 clusters Score -3116564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3116563.750000 Penalty: 3335.604004
	Iteration 41Q: 3 clusters Score -3116564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3116562.500000 Penalty: 3335.604004
	Iteration 42Q: 3 clusters Score -3116562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3116562.000000 Penalty: 3335.604004
	Iteration 43Q: 3 clusters Score -3116562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3116562.500000 Penalty: 3335.604004
	Iteration 44Q: 3 clusters Score -3116562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3116567.750000 Penalty: 3335.604004
	Iteration 45Q: 3 clusters Score -3116568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3116567.000000 Penalty: 3335.604004
	Iteration 46Q: 3 clusters Score -3116567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3116569.000000 Penalty: 3335.604004
	Iteration 47Q: 3 clusters Score -3116569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3116569.250000 Penalty: 3335.604004
	Iteration 48Q: 3 clusters Score -3116569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3116576.000000 Penalty: 3335.604004
	Iteration 49Q: 3 clusters Score -3116576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3116581.250000 Penalty: 3335.604004
	Iteration 50Q: 3 clusters Score -3116581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3116577.000000 Penalty: 3335.604004
	Iteration 51Q: 3 clusters Score -3116577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3116582.250000 Penalty: 3335.604004
	Iteration 52Q: 3 clusters Score -3116582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3116582.750000 Penalty: 3335.604004
	Iteration 53Q: 3 clusters Score -3116583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3116587.500000 Penalty: 3335.604004
	Iteration 54Q: 3 clusters Score -3116588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3116589.750000 Penalty: 3335.604004
	Iteration 55Q: 3 clusters Score -3116590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3116594.750000 Penalty: 3335.604004
	Iteration 56Q: 3 clusters Score -3116595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3116594.500000 Penalty: 3335.604004
	Iteration 57Q: 3 clusters Score -3116594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3116599.250000 Penalty: 3335.604004
	Iteration 58Q: 3 clusters Score -3116599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3116601.250000 Penalty: 3335.604004
	Iteration 59Q: 3 clusters Score -3116601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3116610.250000 Penalty: 3335.604004
	Iteration 60F: 3 clusters Score -3116610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3116609.500000 Penalty: 3335.604004
	Iteration 61Q: 3 clusters Score -3116610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3116606.500000 Penalty: 3335.604004
	Iteration 62Q: 3 clusters Score -3116606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3116612.750000 Penalty: 3335.604004
	Iteration 63Q: 3 clusters Score -3116613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3116615.250000 Penalty: 3335.604004
	Iteration 64Q: 3 clusters Score -3116615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3116616.750000 Penalty: 3335.604004
	Iteration 65Q: 3 clusters Score -3116617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3116617.000000 Penalty: 3335.604004
	Iteration 66Q: 3 clusters Score -3116617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3116615.000000 Penalty: 3335.604004
	Iteration 67Q: 3 clusters Score -3116615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3116617.250000 Penalty: 3335.604004
	Iteration 68Q: 3 clusters Score -3116617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3116616.500000 Penalty: 3335.604004
	Iteration 69Q: 3 clusters Score -3116616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3116621.250000 Penalty: 3335.604004
	Iteration 70Q: 3 clusters Score -3116621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3116626.500000 Penalty: 3335.604004
	Iteration 71Q: 3 clusters Score -3116626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3116627.750000 Penalty: 3335.604004
	Iteration 72Q: 3 clusters Score -3116628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3116628.750000 Penalty: 3335.604004
	Iteration 73Q: 3 clusters Score -3116629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3116633.250000 Penalty: 3335.604004
	Iteration 74Q: 3 clusters Score -3116633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3116630.750000 Penalty: 3335.604004
	Iteration 75Q: 3 clusters Score -3116631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3116629.500000 Penalty: 3335.604004
	Iteration 76Q: 3 clusters Score -3116630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3116629.750000 Penalty: 3335.604004
	Iteration 77Q: 3 clusters Score -3116630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3116628.750000 Penalty: 3335.604004
	Iteration 78Q: 3 clusters Score -3116629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3116627.500000 Penalty: 3335.604004
	Iteration 79Q: 3 clusters Score -3116628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3116625.500000 Penalty: 3335.604004
	Iteration 80F: 3 clusters Score -3116626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3116630.500000 Penalty: 3335.604004
	Iteration 81Q: 3 clusters Score -3116630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3116628.250000 Penalty: 3335.604004
	Iteration 82Q: 3 clusters Score -3116628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3116633.250000 Penalty: 3335.604004
	Iteration 83Q: 3 clusters Score -3116633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3116632.750000 Penalty: 3335.604004
	Iteration 84Q: 3 clusters Score -3116633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3116635.500000 Penalty: 3335.604004
	Iteration 85Q: 3 clusters Score -3116636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3116641.000000 Penalty: 3335.604004
	Iteration 86Q: 3 clusters Score -3116641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3116636.500000 Penalty: 3335.604004
	Iteration 87Q: 3 clusters Score -3116636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3116636.250000 Penalty: 3335.604004
	Iteration 88Q: 3 clusters Score -3116636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3116642.000000 Penalty: 3335.604004
	Iteration 89Q: 3 clusters Score -3116642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3116637.000000 Penalty: 3335.604004
	Iteration 90Q: 3 clusters Score -3116637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3116637.000000 Penalty: 3335.604004
	Iteration 91F: 3 clusters Score -3116637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -305060.937500 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -305060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -302383.968750 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -302384 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -303142.968750 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -303143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303313.156250 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -303313.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -303452.656250 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -303452.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -303564.531250 Penalty: 2608.186523
	Iteration 4Q: 3 clusters Score -303564.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -303670.906250 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -303670.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -303746.781250 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -303746.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -303810.031250 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -303810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -303868.156250 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -303868.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -303926.531250 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -303926.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303969.187500 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -303969.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -304017.875000 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -304017.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -304069.437500 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -304069.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -304116.843750 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -304116.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -304160.000000 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -304160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304185.562500 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -304185.6 nChanged 46
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: -304209.406250 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -304209.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304231.031250 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -304231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304250.625000 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -304250.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304272.343750 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -304272.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -304300.406250 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -304300.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -304321.718750 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -304321.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -304345.968750 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -304346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -304380.343750 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -304380.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -304414.843750 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -304414.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304448.906250 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -304448.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -304481.000000 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -304481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -304503.437500 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -304503.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -304535.718750 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -304535.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -304562.468750 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -304562.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -304585.968750 Penalty: 2608.186523
	Iteration 30Q: 3 clusters Score -304586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -304613.625000 Penalty: 2608.186523
	Iteration 31Q: 3 clusters Score -304613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -304634.562500 Penalty: 2608.186523
	Iteration 32Q: 3 clusters Score -304634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -304648.875000 Penalty: 2608.186523
	Iteration 33Q: 3 clusters Score -304648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -304657.406250 Penalty: 2608.186523
	Iteration 34Q: 3 clusters Score -304657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -304661.593750 Penalty: 2608.186523
	Iteration 35Q: 3 clusters Score -304661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -304663.343750 Penalty: 2608.186523
	Iteration 36Q: 3 clusters Score -304663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -304664.656250 Penalty: 2608.186523
	Iteration 37Q: 3 clusters Score -304664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -304666.937500 Penalty: 2608.186523
	Iteration 38Q: 3 clusters Score -304666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -304669.156250 Penalty: 2608.186523
	Iteration 39Q: 3 clusters Score -304669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -304671.687500 Penalty: 2608.186523
	Iteration 40F: 3 clusters Score -304671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -304673.656250 Penalty: 2608.186523
	Iteration 41Q: 3 clusters Score -304673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -304675.937500 Penalty: 2608.186523
	Iteration 42Q: 3 clusters Score -304675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304679.562500 Penalty: 2608.186523
	Iteration 43Q: 3 clusters Score -304679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -304684.500000 Penalty: 2608.186523
	Iteration 44Q: 3 clusters Score -304684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -304689.781250 Penalty: 2608.186523
	Iteration 45Q: 3 clusters Score -304689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -304692.218750 Penalty: 2608.186523
	Iteration 46Q: 3 clusters Score -304692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -304694.031250 Penalty: 2608.186523
	Iteration 47Q: 3 clusters Score -304694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -304694.875000 Penalty: 2608.186523
	Iteration 48Q: 3 clusters Score -304694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -304696.718750 Penalty: 2608.186523
	Iteration 49Q: 3 clusters Score -304696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -304698.031250 Penalty: 2608.186523
	Iteration 50Q: 3 clusters Score -304698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -304698.718750 Penalty: 2608.186523
	Iteration 51Q: 3 clusters Score -304698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -304698.718750 Penalty: 2608.186523
	Iteration 52F: 3 clusters Score -304698.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Entering Unmasked Estep 
Score: -2698803.250000 Penalty: 1651.023193
	Iteration 0F: 2 clusters Score -2698803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2681265.250000 Penalty: 3302.046387
	Iteration 0F: 3 clusters Score -2681265 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2687788.500000 Penalty: 3302.046387
	Iteration 1F: 3 clusters Score -2687788 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2688162.500000 Penalty: 3302.046387
	Iteration 2Q: 3 clusters Score -2688162 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2688494.500000 Penalty: 3302.046387
	Iteration 3Q: 3 clusters Score -2688494 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2688833.750000 Penalty: 3302.046387
	Iteration 4Q: 3 clusters Score -2688834 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2689235.000000 Penalty: 3302.046387
	Iteration 5Q: 3 clusters Score -2689235 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2689595.250000 Penalty: 3302.046387
	Iteration 6Q: 3 clusters Score -2689595 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2689955.500000 Penalty: 3302.046387
	Iteration 7Q: 3 clusters Score -2689956 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2690317.250000 Penalty: 3302.046387
	Iteration 8Q: 3 clusters Score -2690317 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2690734.500000 Penalty: 3302.046387
	Iteration 9Q: 3 clusters Score -2690734 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2691225.750000 Penalty: 3302.046387
	Iteration 10Q: 3 clusters Score -2691226 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2691741.000000 Penalty: 3302.046387
	Iteration 11Q: 3 clusters Score -2691741 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2692276.750000 Penalty: 3302.046387
	Iteration 12Q: 3 clusters Score -2692277 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2692674.000000 Penalty: 3302.046387
	Iteration 13Q: 3 clusters Score -2692674 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2692915.000000 Penalty: 3302.046387
	Iteration 14Q: 3 clusters Score -2692915 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2693083.750000 Penalty: 3302.046387
	Iteration 15Q: 3 clusters Score -2693084 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2693175.250000 Penalty: 3302.046387
	Iteration 16Q: 3 clusters Score -2693175 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2693233.750000 Penalty: 3302.046387
	Iteration 17Q: 3 clusters Score -2693234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2693272.250000 Penalty: 3302.046387
	Iteration 18Q: 3 clusters Score -2693272 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2693309.500000 Penalty: 3302.046387
	Iteration 19Q: 3 clusters Score -2693310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2693347.500000 Penalty: 3302.046387
	Iteration 20F: 3 clusters Score -2693348 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2693396.750000 Penalty: 3302.046387
	Iteration 21Q: 3 clusters Score -2693397 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2693448.750000 Penalty: 3302.046387
	Iteration 22Q: 3 clusters Score -2693449 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2693504.000000 Penalty: 3302.046387
	Iteration 23Q: 3 clusters Score -2693504 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2693550.750000 Penalty: 3302.046387
	Iteration 24Q: 3 clusters Score -2693551 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2693598.750000 Penalty: 3302.046387
	Iteration 25Q: 3 clusters Score -2693599 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2693683.500000 Penalty: 3302.046387
	Iteration 26Q: 3 clusters Score -2693684 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2693764.500000 Penalty: 3302.046387
	Iteration 27Q: 3 clusters Score -2693764 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2693842.250000 Penalty: 3302.046387
	Iteration 28Q: 3 clusters Score -2693842 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2693920.500000 Penalty: 3302.046387
	Iteration 29Q: 3 clusters Score -2693920 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2694010.500000 Penalty: 3302.046387
	Iteration 30Q: 3 clusters Score -2694010 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2694127.500000 Penalty: 3302.046387
	Iteration 31Q: 3 clusters Score -2694128 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2694252.250000 Penalty: 3302.046387
	Iteration 32Q: 3 clusters Score -2694252 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2694382.500000 Penalty: 3302.046387
	Iteration 33Q: 3 clusters Score -2694382 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2694533.750000 Penalty: 3302.046387
	Iteration 34Q: 3 clusters Score -2694534 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2694699.500000 Penalty: 3302.046387
	Iteration 35Q: 3 clusters Score -2694700 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2694905.000000 Penalty: 3302.046387
	Iteration 36Q: 3 clusters Score -2694905 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2695137.500000 Penalty: 3302.046387
	Iteration 37Q: 3 clusters Score -2695138 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2695373.500000 Penalty: 3302.046387
	Iteration 38Q: 3 clusters Score -2695374 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2695610.750000 Penalty: 3302.046387
	Iteration 39Q: 3 clusters Score -2695611 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2695852.500000 Penalty: 3302.046387
	Iteration 40F: 3 clusters Score -2695852 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2696112.250000 Penalty: 3302.046387
	Iteration 41Q: 3 clusters Score -2696112 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2696342.250000 Penalty: 3302.046387
	Iteration 42Q: 3 clusters Score -2696342 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2696563.000000 Penalty: 3302.046387
	Iteration 43Q: 3 clusters Score -2696563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2696746.750000 Penalty: 3302.046387
	Iteration 44Q: 3 clusters Score -2696747 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2696911.750000 Penalty: 3302.046387
	Iteration 45Q: 3 clusters Score -2696912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2697033.750000 Penalty: 3302.046387
	Iteration 46Q: 3 clusters Score -2697034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2697140.250000 Penalty: 3302.046387
	Iteration 47Q: 3 clusters Score -2697140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2697232.250000 Penalty: 3302.046387
	Iteration 48Q: 3 clusters Score -2697232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2697291.000000 Penalty: 3302.046387
	Iteration 49Q: 3 clusters Score -2697291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2697330.750000 Penalty: 3302.046387
	Iteration 50Q: 3 clusters Score -2697331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2697358.000000 Penalty: 3302.046387
	Iteration 51Q: 3 clusters Score -2697358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2697377.250000 Penalty: 3302.046387
	Iteration 52Q: 3 clusters Score -2697377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2697396.750000 Penalty: 3302.046387
	Iteration 53Q: 3 clusters Score -2697397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2697414.500000 Penalty: 3302.046387
	Iteration 54Q: 3 clusters Score -2697414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2697432.250000 Penalty: 3302.046387
	Iteration 55Q: 3 clusters Score -2697432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2697448.250000 Penalty: 3302.046387
	Iteration 56Q: 3 clusters Score -2697448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2697462.750000 Penalty: 3302.046387
	Iteration 57Q: 3 clusters Score -2697463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2697466.250000 Penalty: 3302.046387
	Iteration 58Q: 3 clusters Score -2697466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2697468.750000 Penalty: 3302.046387
	Iteration 59Q: 3 clusters Score -2697469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2697469.750000 Penalty: 3302.046387
	Iteration 60F: 3 clusters Score -2697470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (281683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281683 members 
Entering Unmasked Estep 
Score: -29879622.000000 Penalty: 2039.137329
	Iteration 0F: 2 clusters Score -2.987962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 140462 members 
Entering Unmasked Estep 
Score: -29704976.000000 Penalty: 4078.274658
	Iteration 0F: 3 clusters Score -2.970498e+07 nChanged 137422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -29789398.000000 Penalty: 4078.274658
	Iteration 1F: 3 clusters Score -2.97894e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -29791996.000000 Penalty: 4078.274658
	Iteration 2Q: 3 clusters Score -2.9792e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -29795972.000000 Penalty: 4078.274658
	Iteration 3Q: 3 clusters Score -2.979597e+07 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -29803174.000000 Penalty: 4078.274658
	Iteration 4F: 3 clusters Score -2.980317e+07 nChanged 17140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189308 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -29813796.000000 Penalty: 4078.274658
	Iteration 5F: 3 clusters Score -2.98138e+07 nChanged 18621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202989 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -29828634.000000 Penalty: 4078.274658
	Iteration 6F: 3 clusters Score -2.982863e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213328 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -29842564.000000 Penalty: 4078.274658
	Iteration 7F: 3 clusters Score -2.984256e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219219 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -29851458.000000 Penalty: 4078.274658
	Iteration 8Q: 3 clusters Score -2.985146e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222466 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -29856356.000000 Penalty: 4078.274658
	Iteration 9Q: 3 clusters Score -2.985636e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224801 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -29858464.000000 Penalty: 4078.274658
	Iteration 10Q: 3 clusters Score -2.985846e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226886 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -29859984.000000 Penalty: 4078.274658
	Iteration 11Q: 3 clusters Score -2.985998e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229071 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -29861280.000000 Penalty: 4078.274658
	Iteration 12Q: 3 clusters Score -2.986128e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231258 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -29862226.000000 Penalty: 4078.274658
	Iteration 13Q: 3 clusters Score -2.986223e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233430 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -29863308.000000 Penalty: 4078.274658
	Iteration 14Q: 3 clusters Score -2.986331e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235665 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -29864328.000000 Penalty: 4078.274658
	Iteration 15Q: 3 clusters Score -2.986433e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237996 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -29865368.000000 Penalty: 4078.274658
	Iteration 16Q: 3 clusters Score -2.986537e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240370 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -29866464.000000 Penalty: 4078.274658
	Iteration 17Q: 3 clusters Score -2.986646e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242805 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -29867670.000000 Penalty: 4078.274658
	Iteration 18Q: 3 clusters Score -2.986767e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245148 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -29868744.000000 Penalty: 4078.274658
	Iteration 19Q: 3 clusters Score -2.986874e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247405 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -29869752.000000 Penalty: 4078.274658
	Iteration 20F: 3 clusters Score -2.986975e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249560 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -29870482.000000 Penalty: 4078.274658
	Iteration 21Q: 3 clusters Score -2.987048e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251548 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -29871028.000000 Penalty: 4078.274658
	Iteration 22Q: 3 clusters Score -2.987103e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253554 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -29871874.000000 Penalty: 4078.274658
	Iteration 23Q: 3 clusters Score -2.987187e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255536 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -29872552.000000 Penalty: 4078.274658
	Iteration 24Q: 3 clusters Score -2.987255e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257494 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -29873252.000000 Penalty: 4078.274658
	Iteration 25Q: 3 clusters Score -2.987325e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259387 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -29874000.000000 Penalty: 4078.274658
	Iteration 26Q: 3 clusters Score -2.9874e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261172 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -29874736.000000 Penalty: 4078.274658
	Iteration 27Q: 3 clusters Score -2.987474e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262876 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -29875310.000000 Penalty: 4078.274658
	Iteration 28Q: 3 clusters Score -2.987531e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264523 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -29875806.000000 Penalty: 4078.274658
	Iteration 29Q: 3 clusters Score -2.987581e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266101 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -29876302.000000 Penalty: 4078.274658
	Iteration 30Q: 3 clusters Score -2.98763e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267549 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -29876778.000000 Penalty: 4078.274658
	Iteration 31Q: 3 clusters Score -2.987678e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268969 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -29877770.000000 Penalty: 4078.274658
	Iteration 32Q: 3 clusters Score -2.987777e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270314 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -29878412.000000 Penalty: 4078.274658
	Iteration 33Q: 3 clusters Score -2.987841e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271629 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -29878820.000000 Penalty: 4078.274658
	Iteration 34Q: 3 clusters Score -2.987882e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272845 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -29879074.000000 Penalty: 4078.274658
	Iteration 35Q: 3 clusters Score -2.987907e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274018 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -29879350.000000 Penalty: 4078.274658
	Iteration 36Q: 3 clusters Score -2.987935e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275029 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -29879522.000000 Penalty: 4078.274658
	Iteration 37Q: 3 clusters Score -2.987952e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275941 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -29879598.000000 Penalty: 4078.274658
	Iteration 38Q: 3 clusters Score -2.98796e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276753 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -29879376.000000 Penalty: 4078.274658
	Iteration 39Q: 3 clusters Score -2.987938e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277431 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -29879344.000000 Penalty: 4078.274658
	Iteration 40F: 3 clusters Score -2.987934e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278022 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -29879340.000000 Penalty: 4078.274658
	Iteration 41Q: 3 clusters Score -2.987934e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278513 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -29879154.000000 Penalty: 4078.274658
	Iteration 42Q: 3 clusters Score -2.987915e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278904 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -29879106.000000 Penalty: 4078.274658
	Iteration 43Q: 3 clusters Score -2.987911e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279234 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -29878932.000000 Penalty: 4078.274658
	Iteration 44Q: 3 clusters Score -2.987893e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279508 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -29878926.000000 Penalty: 4078.274658
	Iteration 45Q: 3 clusters Score -2.987893e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279718 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -29878910.000000 Penalty: 4078.274658
	Iteration 46Q: 3 clusters Score -2.987891e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279909 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -29878876.000000 Penalty: 4078.274658
	Iteration 47Q: 3 clusters Score -2.987888e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280035 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -29878852.000000 Penalty: 4078.274658
	Iteration 48Q: 3 clusters Score -2.987885e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280145 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -29878816.000000 Penalty: 4078.274658
	Iteration 49Q: 3 clusters Score -2.987882e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280224 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -29878748.000000 Penalty: 4078.274658
	Iteration 50Q: 3 clusters Score -2.987875e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280294 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -29878720.000000 Penalty: 4078.274658
	Iteration 51Q: 3 clusters Score -2.987872e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280365 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -29878696.000000 Penalty: 4078.274658
	Iteration 52Q: 3 clusters Score -2.98787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280435 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -29878698.000000 Penalty: 4078.274658
	Iteration 53Q: 3 clusters Score -2.98787e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280479 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -29878702.000000 Penalty: 4078.274658
	Iteration 54Q: 3 clusters Score -2.98787e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280521 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -29878680.000000 Penalty: 4078.274658
	Iteration 55Q: 3 clusters Score -2.987868e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -29878694.000000 Penalty: 4078.274658
	Iteration 56Q: 3 clusters Score -2.987869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280598 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -29878698.000000 Penalty: 4078.274658
	Iteration 57Q: 3 clusters Score -2.98787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280614 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29878724.000000 Penalty: 4078.274658
	Iteration 58Q: 3 clusters Score -2.987872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280630 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29878696.000000 Penalty: 4078.274658
	Iteration 59Q: 3 clusters Score -2.98787e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280648 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -29878688.000000 Penalty: 4078.274658
	Iteration 60F: 3 clusters Score -2.987869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280676 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -29878662.000000 Penalty: 4078.274658
	Iteration 61Q: 3 clusters Score -2.987866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280699 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -29878634.000000 Penalty: 4078.274658
	Iteration 62Q: 3 clusters Score -2.987863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29878620.000000 Penalty: 4078.274658
	Iteration 63Q: 3 clusters Score -2.987862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280725 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -29878598.000000 Penalty: 4078.274658
	Iteration 64Q: 3 clusters Score -2.98786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280734 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29878612.000000 Penalty: 4078.274658
	Iteration 65Q: 3 clusters Score -2.987861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280747 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29878608.000000 Penalty: 4078.274658
	Iteration 66Q: 3 clusters Score -2.987861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29878616.000000 Penalty: 4078.274658
	Iteration 67Q: 3 clusters Score -2.987862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280784 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -29878602.000000 Penalty: 4078.274658
	Iteration 68Q: 3 clusters Score -2.98786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280795 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -29878602.000000 Penalty: 4078.274658
	Iteration 69Q: 3 clusters Score -2.98786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280807 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -29878616.000000 Penalty: 4078.274658
	Iteration 70Q: 3 clusters Score -2.987862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280815 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -29878640.000000 Penalty: 4078.274658
	Iteration 71Q: 3 clusters Score -2.987864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280823 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29878614.000000 Penalty: 4078.274658
	Iteration 72Q: 3 clusters Score -2.987861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280827 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -29878612.000000 Penalty: 4078.274658
	Iteration 73Q: 3 clusters Score -2.987861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280826 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -29878612.000000 Penalty: 4078.274658
	Iteration 74Q: 3 clusters Score -2.987861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280834 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -29878620.000000 Penalty: 4078.274658
	Iteration 75Q: 3 clusters Score -2.987862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280844 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -29878630.000000 Penalty: 4078.274658
	Iteration 76Q: 3 clusters Score -2.987863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280855 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -29878626.000000 Penalty: 4078.274658
	Iteration 77Q: 3 clusters Score -2.987863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280863 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -29878620.000000 Penalty: 4078.274658
	Iteration 78Q: 3 clusters Score -2.987862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280862 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -29878646.000000 Penalty: 4078.274658
	Iteration 79Q: 3 clusters Score -2.987865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280866 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -29878636.000000 Penalty: 4078.274658
	Iteration 80F: 3 clusters Score -2.987864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280867 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -29878632.000000 Penalty: 4078.274658
	Iteration 81Q: 3 clusters Score -2.987863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29878632.000000 Penalty: 4078.274658
	Iteration 82Q: 3 clusters Score -2.987863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280869 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -29878636.000000 Penalty: 4078.274658
	Iteration 83Q: 3 clusters Score -2.987864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29878632.000000 Penalty: 4078.274658
	Iteration 84Q: 3 clusters Score -2.987863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29878636.000000 Penalty: 4078.274658
	Iteration 85Q: 3 clusters Score -2.987864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280868 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -29878636.000000 Penalty: 4078.274658
	Iteration 86Q: 3 clusters Score -2.987864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280869 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -29878646.000000 Penalty: 4078.274658
	Iteration 87Q: 3 clusters Score -2.987865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -29878646.000000 Penalty: 4078.274658
	Iteration 88Q: 3 clusters Score -2.987865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -29878634.000000 Penalty: 4078.274658
	Iteration 89Q: 3 clusters Score -2.987863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280873 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -29878646.000000 Penalty: 4078.274658
	Iteration 90Q: 3 clusters Score -2.987865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280876 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -29878638.000000 Penalty: 4078.274658
	Iteration 91Q: 3 clusters Score -2.987864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280878 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -29878652.000000 Penalty: 4078.274658
	Iteration 92Q: 3 clusters Score -2.987865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280877 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -29878634.000000 Penalty: 4078.274658
	Iteration 93Q: 3 clusters Score -2.987863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280877 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -29878634.000000 Penalty: 4078.274658
	Iteration 94F: 3 clusters Score -2.987863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Entering Unmasked Estep 
Score: -1299338.375000 Penalty: 1525.329590
	Iteration 0F: 2 clusters Score -1299338 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 5961 members 
Entering Unmasked Estep 
Score: -1290896.625000 Penalty: 3050.659180
	Iteration 0F: 3 clusters Score -1290897 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1293792.875000 Penalty: 3050.659180
	Iteration 1F: 3 clusters Score -1293793 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1294205.000000 Penalty: 3050.659180
	Iteration 2F: 3 clusters Score -1294205 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1294610.625000 Penalty: 3050.659180
	Iteration 3F: 3 clusters Score -1294611 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1294981.250000 Penalty: 3050.659180
	Iteration 4F: 3 clusters Score -1294981 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1295362.500000 Penalty: 3050.659180
	Iteration 5F: 3 clusters Score -1295362 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1295786.125000 Penalty: 3050.659180
	Iteration 6F: 3 clusters Score -1295786 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1296214.250000 Penalty: 3050.659180
	Iteration 7F: 3 clusters Score -1296214 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1296641.125000 Penalty: 3050.659180
	Iteration 8F: 3 clusters Score -1296641 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1297009.625000 Penalty: 3050.659180
	Iteration 9Q: 3 clusters Score -1297010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1297281.250000 Penalty: 3050.659180
	Iteration 10Q: 3 clusters Score -1297281 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1297484.000000 Penalty: 3050.659180
	Iteration 11Q: 3 clusters Score -1297484 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1297629.500000 Penalty: 3050.659180
	Iteration 12Q: 3 clusters Score -1297630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1297705.125000 Penalty: 3050.659180
	Iteration 13Q: 3 clusters Score -1297705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1297756.750000 Penalty: 3050.659180
	Iteration 14Q: 3 clusters Score -1297757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1297803.125000 Penalty: 3050.659180
	Iteration 15Q: 3 clusters Score -1297803 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1297841.750000 Penalty: 3050.659180
	Iteration 16Q: 3 clusters Score -1297842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1297882.000000 Penalty: 3050.659180
	Iteration 17Q: 3 clusters Score -1297882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1297912.000000 Penalty: 3050.659180
	Iteration 18Q: 3 clusters Score -1297912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1297945.625000 Penalty: 3050.659180
	Iteration 19Q: 3 clusters Score -1297946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1297975.750000 Penalty: 3050.659180
	Iteration 20F: 3 clusters Score -1297976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1297998.250000 Penalty: 3050.659180
	Iteration 21Q: 3 clusters Score -1297998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1298016.125000 Penalty: 3050.659180
	Iteration 22Q: 3 clusters Score -1298016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1298033.375000 Penalty: 3050.659180
	Iteration 23Q: 3 clusters Score -1298033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1298046.500000 Penalty: 3050.659180
	Iteration 24Q: 3 clusters Score -1298046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1298070.750000 Penalty: 3050.659180
	Iteration 25Q: 3 clusters Score -1298071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1298096.125000 Penalty: 3050.659180
	Iteration 26Q: 3 clusters Score -1298096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1298126.625000 Penalty: 3050.659180
	Iteration 27Q: 3 clusters Score -1298127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1298150.250000 Penalty: 3050.659180
	Iteration 28Q: 3 clusters Score -1298150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1298187.000000 Penalty: 3050.659180
	Iteration 29Q: 3 clusters Score -1298187 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1298206.750000 Penalty: 3050.659180
	Iteration 30Q: 3 clusters Score -1298207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1298230.250000 Penalty: 3050.659180
	Iteration 31Q: 3 clusters Score -1298230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1298253.000000 Penalty: 3050.659180
	Iteration 32Q: 3 clusters Score -1298253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1298271.000000 Penalty: 3050.659180
	Iteration 33Q: 3 clusters Score -1298271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1298289.875000 Penalty: 3050.659180
	Iteration 34Q: 3 clusters Score -1298290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1298319.500000 Penalty: 3050.659180
	Iteration 35Q: 3 clusters Score -1298320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1298344.500000 Penalty: 3050.659180
	Iteration 36Q: 3 clusters Score -1298344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1298371.125000 Penalty: 3050.659180
	Iteration 37Q: 3 clusters Score -1298371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1298399.375000 Penalty: 3050.659180
	Iteration 38Q: 3 clusters Score -1298399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1298422.625000 Penalty: 3050.659180
	Iteration 39Q: 3 clusters Score -1298423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1298450.875000 Penalty: 3050.659180
	Iteration 40F: 3 clusters Score -1298451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1298472.750000 Penalty: 3050.659180
	Iteration 41Q: 3 clusters Score -1298473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1298492.125000 Penalty: 3050.659180
	Iteration 42Q: 3 clusters Score -1298492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1298502.500000 Penalty: 3050.659180
	Iteration 43Q: 3 clusters Score -1298502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1298509.125000 Penalty: 3050.659180
	Iteration 44Q: 3 clusters Score -1298509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1298513.125000 Penalty: 3050.659180
	Iteration 45Q: 3 clusters Score -1298513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1298520.750000 Penalty: 3050.659180
	Iteration 46Q: 3 clusters Score -1298521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1298526.500000 Penalty: 3050.659180
	Iteration 47Q: 3 clusters Score -1298526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1298524.375000 Penalty: 3050.659180
	Iteration 48Q: 3 clusters Score -1298524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1298526.750000 Penalty: 3050.659180
	Iteration 49Q: 3 clusters Score -1298527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1298527.000000 Penalty: 3050.659180
	Iteration 50Q: 3 clusters Score -1298527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1298528.750000 Penalty: 3050.659180
	Iteration 51Q: 3 clusters Score -1298529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1298529.625000 Penalty: 3050.659180
	Iteration 52Q: 3 clusters Score -1298530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1298530.250000 Penalty: 3050.659180
	Iteration 53Q: 3 clusters Score -1298530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1298532.000000 Penalty: 3050.659180
	Iteration 54Q: 3 clusters Score -1298532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1298533.250000 Penalty: 3050.659180
	Iteration 55Q: 3 clusters Score -1298533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1298531.875000 Penalty: 3050.659180
	Iteration 56Q: 3 clusters Score -1298532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1298531.500000 Penalty: 3050.659180
	Iteration 57Q: 3 clusters Score -1298532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1298536.000000 Penalty: 3050.659180
	Iteration 58Q: 3 clusters Score -1298536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1298534.750000 Penalty: 3050.659180
	Iteration 59Q: 3 clusters Score -1298535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1298536.000000 Penalty: 3050.659180
	Iteration 60F: 3 clusters Score -1298536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1298534.875000 Penalty: 3050.659180
	Iteration 61Q: 3 clusters Score -1298535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1298538.250000 Penalty: 3050.659180
	Iteration 62Q: 3 clusters Score -1298538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1298537.750000 Penalty: 3050.659180
	Iteration 63Q: 3 clusters Score -1298538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1298537.625000 Penalty: 3050.659180
	Iteration 64Q: 3 clusters Score -1298538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1298537.375000 Penalty: 3050.659180
	Iteration 65Q: 3 clusters Score -1298537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1298537.375000 Penalty: 3050.659180
	Iteration 66F: 3 clusters Score -1298537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Entering Unmasked Estep 
Score: -407102.687500 Penalty: 1354.702393
	Iteration 0F: 2 clusters Score -407102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -403681.781250 Penalty: 2709.404785
	Iteration 0F: 3 clusters Score -403681.8 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -404610.000000 Penalty: 2709.404785
	Iteration 1F: 3 clusters Score -404610 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -404788.843750 Penalty: 2709.404785
	Iteration 2F: 3 clusters Score -404788.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -404902.437500 Penalty: 2709.404785
	Iteration 3F: 3 clusters Score -404902.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -405002.875000 Penalty: 2709.404785
	Iteration 4Q: 3 clusters Score -405002.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -405123.562500 Penalty: 2709.404785
	Iteration 5Q: 3 clusters Score -405123.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -405244.125000 Penalty: 2709.404785
	Iteration 6Q: 3 clusters Score -405244.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -405359.625000 Penalty: 2709.404785
	Iteration 7Q: 3 clusters Score -405359.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -405476.093750 Penalty: 2709.404785
	Iteration 8Q: 3 clusters Score -405476.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -405585.812500 Penalty: 2709.404785
	Iteration 9Q: 3 clusters Score -405585.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -405682.687500 Penalty: 2709.404785
	Iteration 10Q: 3 clusters Score -405682.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -405750.312500 Penalty: 2709.404785
	Iteration 11Q: 3 clusters Score -405750.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -405795.093750 Penalty: 2709.404785
	Iteration 12Q: 3 clusters Score -405795.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -405828.812500 Penalty: 2709.404785
	Iteration 13Q: 3 clusters Score -405828.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -405859.468750 Penalty: 2709.404785
	Iteration 14Q: 3 clusters Score -405859.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -405881.281250 Penalty: 2709.404785
	Iteration 15Q: 3 clusters Score -405881.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -405894.750000 Penalty: 2709.404785
	Iteration 16Q: 3 clusters Score -405894.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -405906.218750 Penalty: 2709.404785
	Iteration 17Q: 3 clusters Score -405906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -405911.156250 Penalty: 2709.404785
	Iteration 18Q: 3 clusters Score -405911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -405915.968750 Penalty: 2709.404785
	Iteration 19Q: 3 clusters Score -405916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -405930.187500 Penalty: 2709.404785
	Iteration 20F: 3 clusters Score -405930.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -405937.468750 Penalty: 2709.404785
	Iteration 21Q: 3 clusters Score -405937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -405943.125000 Penalty: 2709.404785
	Iteration 22Q: 3 clusters Score -405943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -405945.687500 Penalty: 2709.404785
	Iteration 23Q: 3 clusters Score -405945.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -405948.781250 Penalty: 2709.404785
	Iteration 24Q: 3 clusters Score -405948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -405948.937500 Penalty: 2709.404785
	Iteration 25Q: 3 clusters Score -405948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -405950.593750 Penalty: 2709.404785
	Iteration 26Q: 3 clusters Score -405950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -405951.531250 Penalty: 2709.404785
	Iteration 27Q: 3 clusters Score -405951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -405951.718750 Penalty: 2709.404785
	Iteration 28Q: 3 clusters Score -405951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -405952.437500 Penalty: 2709.404785
	Iteration 29Q: 3 clusters Score -405952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -405953.031250 Penalty: 2709.404785
	Iteration 30Q: 3 clusters Score -405953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -405951.968750 Penalty: 2709.404785
	Iteration 31Q: 3 clusters Score -405952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -405952.218750 Penalty: 2709.404785
	Iteration 32Q: 3 clusters Score -405952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -405952.406250 Penalty: 2709.404785
	Iteration 33Q: 3 clusters Score -405952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -405953.312500 Penalty: 2709.404785
	Iteration 34Q: 3 clusters Score -405953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -405953.593750 Penalty: 2709.404785
	Iteration 35Q: 3 clusters Score -405953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -405953.937500 Penalty: 2709.404785
	Iteration 36Q: 3 clusters Score -405953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -405954.031250 Penalty: 2709.404785
	Iteration 37Q: 3 clusters Score -405954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -405954.187500 Penalty: 2709.404785
	Iteration 38Q: 3 clusters Score -405954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -405954.156250 Penalty: 2709.404785
	Iteration 39Q: 3 clusters Score -405954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -405954.156250 Penalty: 2709.404785
	Iteration 40F: 3 clusters Score -405954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Entering Unmasked Estep 
Score: -1737134.375000 Penalty: 1572.159668
	Iteration 0F: 2 clusters Score -1737134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1726092.250000 Penalty: 3144.319336
	Iteration 0F: 3 clusters Score -1726092 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1730030.875000 Penalty: 3144.319336
	Iteration 1F: 3 clusters Score -1730031 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1730362.750000 Penalty: 3144.319336
	Iteration 2F: 3 clusters Score -1730363 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1730683.375000 Penalty: 3144.319336
	Iteration 3F: 3 clusters Score -1730683 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1731061.875000 Penalty: 3144.319336
	Iteration 4Q: 3 clusters Score -1731062 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1731559.000000 Penalty: 3144.319336
	Iteration 5F: 3 clusters Score -1731559 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1732210.375000 Penalty: 3144.319336
	Iteration 6F: 3 clusters Score -1732210 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1733044.000000 Penalty: 3144.319336
	Iteration 7F: 3 clusters Score -1733044 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1733943.625000 Penalty: 3144.319336
	Iteration 8F: 3 clusters Score -1733944 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1734744.125000 Penalty: 3144.319336
	Iteration 9F: 3 clusters Score -1734744 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1735258.375000 Penalty: 3144.319336
	Iteration 10Q: 3 clusters Score -1735258 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1735482.375000 Penalty: 3144.319336
	Iteration 11Q: 3 clusters Score -1735482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1735621.250000 Penalty: 3144.319336
	Iteration 12Q: 3 clusters Score -1735621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1735680.875000 Penalty: 3144.319336
	Iteration 13Q: 3 clusters Score -1735681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1735719.500000 Penalty: 3144.319336
	Iteration 14Q: 3 clusters Score -1735720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1735745.500000 Penalty: 3144.319336
	Iteration 15Q: 3 clusters Score -1735746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1735777.250000 Penalty: 3144.319336
	Iteration 16Q: 3 clusters Score -1735777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1735792.375000 Penalty: 3144.319336
	Iteration 17Q: 3 clusters Score -1735792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1735801.125000 Penalty: 3144.319336
	Iteration 18Q: 3 clusters Score -1735801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1735808.250000 Penalty: 3144.319336
	Iteration 19Q: 3 clusters Score -1735808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1735814.250000 Penalty: 3144.319336
	Iteration 20F: 3 clusters Score -1735814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1735821.000000 Penalty: 3144.319336
	Iteration 21Q: 3 clusters Score -1735821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1735821.125000 Penalty: 3144.319336
	Iteration 22Q: 3 clusters Score -1735821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1735824.125000 Penalty: 3144.319336
	Iteration 23Q: 3 clusters Score -1735824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1735826.250000 Penalty: 3144.319336
	Iteration 24Q: 3 clusters Score -1735826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1735829.750000 Penalty: 3144.319336
	Iteration 25Q: 3 clusters Score -1735830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1735828.125000 Penalty: 3144.319336
	Iteration 26Q: 3 clusters Score -1735828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1735830.000000 Penalty: 3144.319336
	Iteration 27Q: 3 clusters Score -1735830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1735830.125000 Penalty: 3144.319336
	Iteration 28Q: 3 clusters Score -1735830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1735830.250000 Penalty: 3144.319336
	Iteration 29Q: 3 clusters Score -1735830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1735833.125000 Penalty: 3144.319336
	Iteration 30Q: 3 clusters Score -1735833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1735833.125000 Penalty: 3144.319336
	Iteration 31Q: 3 clusters Score -1735833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1735835.625000 Penalty: 3144.319336
	Iteration 32Q: 3 clusters Score -1735836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1735838.000000 Penalty: 3144.319336
	Iteration 33Q: 3 clusters Score -1735838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1735837.000000 Penalty: 3144.319336
	Iteration 34Q: 3 clusters Score -1735837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1735839.250000 Penalty: 3144.319336
	Iteration 35Q: 3 clusters Score -1735839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1735835.750000 Penalty: 3144.319336
	Iteration 36Q: 3 clusters Score -1735836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1735836.250000 Penalty: 3144.319336
	Iteration 37Q: 3 clusters Score -1735836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1735836.250000 Penalty: 3144.319336
	Iteration 38F: 3 clusters Score -1735836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Entering Unmasked Estep 
Score: -2535830.750000 Penalty: 1634.001343
	Iteration 0F: 2 clusters Score -2535831 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 11665 members 
Entering Unmasked Estep 
Score: -2519900.750000 Penalty: 3268.002686
	Iteration 0F: 3 clusters Score -2519901 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2525768.250000 Penalty: 3268.002686
	Iteration 1F: 3 clusters Score -2525768 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2526190.500000 Penalty: 3268.002686
	Iteration 2F: 3 clusters Score -2526190 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2526621.250000 Penalty: 3268.002686
	Iteration 3Q: 3 clusters Score -2526621 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2527125.000000 Penalty: 3268.002686
	Iteration 4Q: 3 clusters Score -2527125 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2527635.500000 Penalty: 3268.002686
	Iteration 5Q: 3 clusters Score -2527636 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2528201.000000 Penalty: 3268.002686
	Iteration 6Q: 3 clusters Score -2528201 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2528846.250000 Penalty: 3268.002686
	Iteration 7Q: 3 clusters Score -2528846 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2529606.750000 Penalty: 3268.002686
	Iteration 8Q: 3 clusters Score -2529607 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2530513.500000 Penalty: 3268.002686
	Iteration 9F: 3 clusters Score -2530514 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2531310.250000 Penalty: 3268.002686
	Iteration 10F: 3 clusters Score -2531310 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2531834.500000 Penalty: 3268.002686
	Iteration 11Q: 3 clusters Score -2531834 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2532065.000000 Penalty: 3268.002686
	Iteration 12Q: 3 clusters Score -2532065 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2532209.750000 Penalty: 3268.002686
	Iteration 13Q: 3 clusters Score -2532210 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2532346.000000 Penalty: 3268.002686
	Iteration 14Q: 3 clusters Score -2532346 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2532451.000000 Penalty: 3268.002686
	Iteration 15Q: 3 clusters Score -2532451 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2532558.750000 Penalty: 3268.002686
	Iteration 16Q: 3 clusters Score -2532559 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2532649.750000 Penalty: 3268.002686
	Iteration 17Q: 3 clusters Score -2532650 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2532728.500000 Penalty: 3268.002686
	Iteration 18Q: 3 clusters Score -2532728 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2532779.500000 Penalty: 3268.002686
	Iteration 19Q: 3 clusters Score -2532780 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2532828.250000 Penalty: 3268.002686
	Iteration 20F: 3 clusters Score -2532828 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2532876.000000 Penalty: 3268.002686
	Iteration 21Q: 3 clusters Score -2532876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2532900.500000 Penalty: 3268.002686
	Iteration 22Q: 3 clusters Score -2532900 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2532931.750000 Penalty: 3268.002686
	Iteration 23Q: 3 clusters Score -2532932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2532955.750000 Penalty: 3268.002686
	Iteration 24Q: 3 clusters Score -2532956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2532992.500000 Penalty: 3268.002686
	Iteration 25Q: 3 clusters Score -2532992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2533017.750000 Penalty: 3268.002686
	Iteration 26Q: 3 clusters Score -2533018 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2533029.250000 Penalty: 3268.002686
	Iteration 27Q: 3 clusters Score -2533029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2533039.000000 Penalty: 3268.002686
	Iteration 28Q: 3 clusters Score -2533039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2533054.000000 Penalty: 3268.002686
	Iteration 29Q: 3 clusters Score -2533054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2533059.000000 Penalty: 3268.002686
	Iteration 30Q: 3 clusters Score -2533059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2533062.500000 Penalty: 3268.002686
	Iteration 31Q: 3 clusters Score -2533062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2533075.750000 Penalty: 3268.002686
	Iteration 32Q: 3 clusters Score -2533076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2533084.500000 Penalty: 3268.002686
	Iteration 33Q: 3 clusters Score -2533084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2533086.750000 Penalty: 3268.002686
	Iteration 34Q: 3 clusters Score -2533087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2533089.500000 Penalty: 3268.002686
	Iteration 35Q: 3 clusters Score -2533090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2533087.750000 Penalty: 3268.002686
	Iteration 36Q: 3 clusters Score -2533088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2533087.250000 Penalty: 3268.002686
	Iteration 37Q: 3 clusters Score -2533087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2533090.750000 Penalty: 3268.002686
	Iteration 38Q: 3 clusters Score -2533091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2533090.500000 Penalty: 3268.002686
	Iteration 39Q: 3 clusters Score -2533090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2533096.500000 Penalty: 3268.002686
	Iteration 40F: 3 clusters Score -2533096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2533103.000000 Penalty: 3268.002686
	Iteration 41Q: 3 clusters Score -2533103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2533108.000000 Penalty: 3268.002686
	Iteration 42Q: 3 clusters Score -2533108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2533099.000000 Penalty: 3268.002686
	Iteration 43Q: 3 clusters Score -2533099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2533099.000000 Penalty: 3268.002686
	Iteration 44Q: 3 clusters Score -2533099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2533106.500000 Penalty: 3268.002686
	Iteration 45Q: 3 clusters Score -2533106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2533110.500000 Penalty: 3268.002686
	Iteration 46Q: 3 clusters Score -2533110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2533109.000000 Penalty: 3268.002686
	Iteration 47Q: 3 clusters Score -2533109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2533104.750000 Penalty: 3268.002686
	Iteration 48Q: 3 clusters Score -2533105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2533110.500000 Penalty: 3268.002686
	Iteration 49Q: 3 clusters Score -2533110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2533118.750000 Penalty: 3268.002686
	Iteration 50Q: 3 clusters Score -2533119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2533127.000000 Penalty: 3268.002686
	Iteration 51Q: 3 clusters Score -2533127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2533129.250000 Penalty: 3268.002686
	Iteration 52Q: 3 clusters Score -2533129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2533136.250000 Penalty: 3268.002686
	Iteration 53Q: 3 clusters Score -2533136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2533133.750000 Penalty: 3268.002686
	Iteration 54Q: 3 clusters Score -2533134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2533140.250000 Penalty: 3268.002686
	Iteration 55Q: 3 clusters Score -2533140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2533141.500000 Penalty: 3268.002686
	Iteration 56Q: 3 clusters Score -2533142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2533140.500000 Penalty: 3268.002686
	Iteration 57Q: 3 clusters Score -2533140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2533136.500000 Penalty: 3268.002686
	Iteration 58Q: 3 clusters Score -2533136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2533136.500000 Penalty: 3268.002686
	Iteration 59Q: 3 clusters Score -2533136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2533131.250000 Penalty: 3268.002686
	Iteration 60F: 3 clusters Score -2533131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2533136.500000 Penalty: 3268.002686
	Iteration 61Q: 3 clusters Score -2533136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2533134.000000 Penalty: 3268.002686
	Iteration 62Q: 3 clusters Score -2533134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2533141.250000 Penalty: 3268.002686
	Iteration 63Q: 3 clusters Score -2533141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2533143.000000 Penalty: 3268.002686
	Iteration 64Q: 3 clusters Score -2533143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2533141.750000 Penalty: 3268.002686
	Iteration 65Q: 3 clusters Score -2533142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2533140.500000 Penalty: 3268.002686
	Iteration 66Q: 3 clusters Score -2533140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2533137.000000 Penalty: 3268.002686
	Iteration 67Q: 3 clusters Score -2533137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2533138.500000 Penalty: 3268.002686
	Iteration 68Q: 3 clusters Score -2533138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2533139.500000 Penalty: 3268.002686
	Iteration 69Q: 3 clusters Score -2533140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2533138.250000 Penalty: 3268.002686
	Iteration 70Q: 3 clusters Score -2533138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2533131.750000 Penalty: 3268.002686
	Iteration 71Q: 3 clusters Score -2533132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2533131.250000 Penalty: 3268.002686
	Iteration 72Q: 3 clusters Score -2533131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2533138.500000 Penalty: 3268.002686
	Iteration 73Q: 3 clusters Score -2533138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2533140.500000 Penalty: 3268.002686
	Iteration 74Q: 3 clusters Score -2533140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2533136.500000 Penalty: 3268.002686
	Iteration 75Q: 3 clusters Score -2533136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2533139.500000 Penalty: 3268.002686
	Iteration 76Q: 3 clusters Score -2533140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2533141.750000 Penalty: 3268.002686
	Iteration 77Q: 3 clusters Score -2533142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2533141.250000 Penalty: 3268.002686
	Iteration 78Q: 3 clusters Score -2533141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2533142.500000 Penalty: 3268.002686
	Iteration 79Q: 3 clusters Score -2533142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2533142.500000 Penalty: 3268.002686
	Iteration 80F: 3 clusters Score -2533142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 179913 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 84526 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 28664 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 25852 members 
Mstep: Class 15 contains 281683 members 
Mstep: Class 16 contains 11928 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 15912 members 
Mstep: Class 19 contains 23281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476976.000000 Penalty: 42000.691406
Iteration 439Q: 20 clusters Score -8.447698e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 179904 members 
Mstep: Class 4 contains 16439 members 
Mstep: Class 5 contains 53319 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 84357 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 45398 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 28675 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 25858 members 
Mstep: Class 15 contains 281478 members 
Mstep: Class 16 contains 11928 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 16076 members 
Mstep: Class 19 contains 23477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477136.000000 Penalty: 42000.691406
Iteration 440F: 20 clusters Score -8.447714e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 179861 members 
Mstep: Class 4 contains 16441 members 
Mstep: Class 5 contains 53291 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 84145 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 45419 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 28672 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 25872 members 
Mstep: Class 15 contains 281335 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 16248 members 
Mstep: Class 19 contains 23668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477168.000000 Penalty: 42000.691406
Iteration 441Q: 20 clusters Score -8.447717e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 179805 members 
Mstep: Class 4 contains 16444 members 
Mstep: Class 5 contains 53267 members 
Mstep: Class 6 contains 12680 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 83941 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45423 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 28683 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 25892 members 
Mstep: Class 15 contains 281172 members 
Mstep: Class 16 contains 11944 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 23861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477192.000000 Penalty: 42000.691406
Iteration 442Q: 20 clusters Score -8.447719e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 179728 members 
Mstep: Class 4 contains 16441 members 
Mstep: Class 5 contains 53263 members 
Mstep: Class 6 contains 12680 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 83724 members 
Mstep: Class 9 contains 5750 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 28675 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 25915 members 
Mstep: Class 15 contains 281063 members 
Mstep: Class 16 contains 11950 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 16621 members 
Mstep: Class 19 contains 24047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477560.000000 Penalty: 42000.691406
Iteration 443Q: 20 clusters Score -8.447756e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 179610 members 
Mstep: Class 4 contains 16439 members 
Mstep: Class 5 contains 53268 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 83506 members 
Mstep: Class 9 contains 5751 members 
Mstep: Class 10 contains 45436 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 28666 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 25941 members 
Mstep: Class 15 contains 280986 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 16784 members 
Mstep: Class 19 contains 24240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478024.000000 Penalty: 42000.691406
Iteration 444Q: 20 clusters Score -8.447802e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 179526 members 
Mstep: Class 4 contains 16436 members 
Mstep: Class 5 contains 53259 members 
Mstep: Class 6 contains 12677 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 83284 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 28658 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 25965 members 
Mstep: Class 15 contains 280910 members 
Mstep: Class 16 contains 11945 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 16948 members 
Mstep: Class 19 contains 24420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478008.000000 Penalty: 42000.691406
Iteration 445Q: 20 clusters Score -8.447801e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 179476 members 
Mstep: Class 4 contains 16427 members 
Mstep: Class 5 contains 53265 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 83069 members 
Mstep: Class 9 contains 5755 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28647 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 25983 members 
Mstep: Class 15 contains 280842 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 24591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 20 clusters Score -8.447816e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 179424 members 
Mstep: Class 4 contains 16423 members 
Mstep: Class 5 contains 53276 members 
Mstep: Class 6 contains 12671 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 82849 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 45427 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 28643 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 15 contains 280799 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 17241 members 
Mstep: Class 19 contains 24764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478104.000000 Penalty: 42000.691406
Iteration 447Q: 20 clusters Score -8.44781e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 179434 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 53284 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 82618 members 
Mstep: Class 9 contains 5760 members 
Mstep: Class 10 contains 45432 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 28654 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 26005 members 
Mstep: Class 15 contains 280699 members 
Mstep: Class 16 contains 11932 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 24906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478152.000000 Penalty: 42000.691406
Iteration 448Q: 20 clusters Score -8.447815e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 179468 members 
Mstep: Class 4 contains 16417 members 
Mstep: Class 5 contains 53271 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 82405 members 
Mstep: Class 9 contains 5762 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 28649 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 26023 members 
Mstep: Class 15 contains 280608 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 17499 members 
Mstep: Class 19 contains 25048 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 449Q: 20 clusters Score -8.447788e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 179498 members 
Mstep: Class 4 contains 16416 members 
Mstep: Class 5 contains 53265 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 82199 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 45426 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 28635 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 26037 members 
Mstep: Class 15 contains 280493 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 17626 members 
Mstep: Class 19 contains 25208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477920.000000 Penalty: 42000.691406
Iteration 450Q: 20 clusters Score -8.447792e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 179477 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 53257 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 82003 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 45432 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 28619 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 26054 members 
Mstep: Class 15 contains 280417 members 
Mstep: Class 16 contains 11946 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 25356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477856.000000 Penalty: 42000.691406
Iteration 451Q: 20 clusters Score -8.447786e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 179461 members 
Mstep: Class 4 contains 16404 members 
Mstep: Class 5 contains 53249 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 81789 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 45435 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 28603 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 280345 members 
Mstep: Class 16 contains 11953 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 18 contains 17916 members 
Mstep: Class 19 contains 25507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477848.000000 Penalty: 42000.691406
Iteration 452Q: 20 clusters Score -8.447785e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 179464 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 53255 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 81562 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 45458 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 28575 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 26075 members 
Mstep: Class 15 contains 280263 members 
Mstep: Class 16 contains 11954 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 18041 members 
Mstep: Class 19 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477688.000000 Penalty: 42000.691406
Iteration 453Q: 20 clusters Score -8.447769e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10312 members 
Mstep: Class 3 contains 179502 members 
Mstep: Class 4 contains 16385 members 
Mstep: Class 5 contains 53257 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 81334 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 45467 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 28554 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 26093 members 
Mstep: Class 15 contains 280149 members 
Mstep: Class 16 contains 11962 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 18164 members 
Mstep: Class 19 contains 25837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477624.000000 Penalty: 42000.691406
Iteration 454Q: 20 clusters Score -8.447762e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10307 members 
Mstep: Class 3 contains 179493 members 
Mstep: Class 4 contains 16378 members 
Mstep: Class 5 contains 53255 members 
Mstep: Class 6 contains 12695 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 81125 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 45482 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 28531 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 26113 members 
Mstep: Class 15 contains 280056 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 18291 members 
Mstep: Class 19 contains 26001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477600.000000 Penalty: 42000.691406
Iteration 455Q: 20 clusters Score -8.44776e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 179417 members 
Mstep: Class 4 contains 16374 members 
Mstep: Class 5 contains 53258 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 80888 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 28513 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26128 members 
Mstep: Class 15 contains 280020 members 
Mstep: Class 16 contains 11971 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 26165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477616.000000 Penalty: 42000.691406
Iteration 456Q: 20 clusters Score -8.447762e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 179359 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 53254 members 
Mstep: Class 6 contains 12709 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 80644 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 28508 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 26145 members 
Mstep: Class 15 contains 279975 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 26322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477656.000000 Penalty: 42000.691406
Iteration 457Q: 20 clusters Score -8.447766e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 179285 members 
Mstep: Class 4 contains 16347 members 
Mstep: Class 5 contains 53269 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 80409 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45533 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 28503 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26152 members 
Mstep: Class 15 contains 279918 members 
Mstep: Class 16 contains 11982 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 18748 members 
Mstep: Class 19 contains 26480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477656.000000 Penalty: 42000.691406
Iteration 458Q: 20 clusters Score -8.447766e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 179208 members 
Mstep: Class 4 contains 16341 members 
Mstep: Class 5 contains 53274 members 
Mstep: Class 6 contains 12714 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 80163 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 28474 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 26170 members 
Mstep: Class 15 contains 279921 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 18907 members 
Mstep: Class 19 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477864.000000 Penalty: 42000.691406
Iteration 459Q: 20 clusters Score -8.447786e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 179154 members 
Mstep: Class 4 contains 16336 members 
Mstep: Class 5 contains 53271 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 79915 members 
Mstep: Class 9 contains 5767 members 
Mstep: Class 10 contains 45572 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 28472 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26181 members 
Mstep: Class 15 contains 279912 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 19062 members 
Mstep: Class 19 contains 26746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477856.000000 Penalty: 42000.691406
Iteration 460F: 20 clusters Score -8.447786e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 179140 members 
Mstep: Class 4 contains 16328 members 
Mstep: Class 5 contains 53255 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 79674 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45587 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 28483 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 26191 members 
Mstep: Class 15 contains 279863 members 
Mstep: Class 16 contains 11986 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 26877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477816.000000 Penalty: 42000.691406
Iteration 461Q: 20 clusters Score -8.447782e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 179133 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 53249 members 
Mstep: Class 6 contains 12703 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 79426 members 
Mstep: Class 9 contains 5767 members 
Mstep: Class 10 contains 45606 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 28482 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 26216 members 
Mstep: Class 15 contains 279774 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 19384 members 
Mstep: Class 19 contains 27011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477912.000000 Penalty: 42000.691406
Iteration 462Q: 20 clusters Score -8.447791e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 179141 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 53242 members 
Mstep: Class 6 contains 12699 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 79189 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45635 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 28468 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 26228 members 
Mstep: Class 15 contains 279653 members 
Mstep: Class 16 contains 12008 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 19568 members 
Mstep: Class 19 contains 27163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477944.000000 Penalty: 42000.691406
Iteration 463Q: 20 clusters Score -8.447794e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 179104 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 53229 members 
Mstep: Class 6 contains 12692 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 78955 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45650 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 28465 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 26230 members 
Mstep: Class 15 contains 279607 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 27307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478056.000000 Penalty: 42000.691406
Iteration 464Q: 20 clusters Score -8.447806e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 179076 members 
Mstep: Class 4 contains 16307 members 
Mstep: Class 5 contains 53204 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 78720 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 28461 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 26235 members 
Mstep: Class 15 contains 279595 members 
Mstep: Class 16 contains 12015 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 19922 members 
Mstep: Class 19 contains 27417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477912.000000 Penalty: 42000.691406
Iteration 465Q: 20 clusters Score -8.447791e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 179072 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 53181 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 78486 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 45666 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 28455 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26242 members 
Mstep: Class 15 contains 279594 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 20091 members 
Mstep: Class 19 contains 27506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477976.000000 Penalty: 42000.691406
Iteration 466Q: 20 clusters Score -8.447798e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 179089 members 
Mstep: Class 4 contains 16300 members 
Mstep: Class 5 contains 53157 members 
Mstep: Class 6 contains 12685 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 78278 members 
Mstep: Class 9 contains 5767 members 
Mstep: Class 10 contains 45679 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 28440 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26246 members 
Mstep: Class 15 contains 279545 members 
Mstep: Class 16 contains 12019 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 20224 members 
Mstep: Class 19 contains 27606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478136.000000 Penalty: 42000.691406
Iteration 467Q: 20 clusters Score -8.447814e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 179120 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 53145 members 
Mstep: Class 6 contains 12682 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 78087 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 45685 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 28419 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 26253 members 
Mstep: Class 15 contains 279460 members 
Mstep: Class 16 contains 12021 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 20380 members 
Mstep: Class 19 contains 27701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478272.000000 Penalty: 42000.691406
Iteration 468Q: 20 clusters Score -8.447827e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 179109 members 
Mstep: Class 4 contains 16304 members 
Mstep: Class 5 contains 53138 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77929 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 45693 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 28397 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 26252 members 
Mstep: Class 15 contains 279372 members 
Mstep: Class 16 contains 12032 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 27812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478168.000000 Penalty: 42000.691406
Iteration 469Q: 20 clusters Score -8.447817e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10296 members 
Mstep: Class 3 contains 179087 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 53127 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77763 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 45708 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 28374 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 279346 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 20644 members 
Mstep: Class 19 contains 27909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478184.000000 Penalty: 42000.691406
Iteration 470Q: 20 clusters Score -8.447818e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 179082 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 53108 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77601 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 45718 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 28366 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 279308 members 
Mstep: Class 16 contains 12037 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 20771 members 
Mstep: Class 19 contains 28001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478128.000000 Penalty: 42000.691406
Iteration 471Q: 20 clusters Score -8.447813e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 179080 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 53083 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77435 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 45712 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 28351 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 26258 members 
Mstep: Class 15 contains 279263 members 
Mstep: Class 16 contains 12039 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 20907 members 
Mstep: Class 19 contains 28109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478152.000000 Penalty: 42000.691406
Iteration 472Q: 20 clusters Score -8.447815e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10290 members 
Mstep: Class 3 contains 179079 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 53057 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77241 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 45707 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 28325 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 26257 members 
Mstep: Class 15 contains 279259 members 
Mstep: Class 16 contains 12042 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 21045 members 
Mstep: Class 19 contains 28214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478088.000000 Penalty: 42000.691406
Iteration 473Q: 20 clusters Score -8.447809e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10285 members 
Mstep: Class 3 contains 179087 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 53034 members 
Mstep: Class 6 contains 12684 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 77060 members 
Mstep: Class 9 contains 5774 members 
Mstep: Class 10 contains 45705 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 26256 members 
Mstep: Class 15 contains 279204 members 
Mstep: Class 16 contains 12050 members 
Mstep: Class 17 contains 4176 members 
Mstep: Class 18 contains 21187 members 
Mstep: Class 19 contains 28323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478192.000000 Penalty: 42000.691406
Iteration 474Q: 20 clusters Score -8.447819e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10284 members 
Mstep: Class 3 contains 179110 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 53023 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76877 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 10 contains 45706 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 28295 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 26256 members 
Mstep: Class 15 contains 279180 members 
Mstep: Class 16 contains 12046 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 21315 members 
Mstep: Class 19 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478176.000000 Penalty: 42000.691406
Iteration 475Q: 20 clusters Score -8.447818e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10278 members 
Mstep: Class 3 contains 179129 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 53011 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76710 members 
Mstep: Class 9 contains 5779 members 
Mstep: Class 10 contains 45697 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28274 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 279136 members 
Mstep: Class 16 contains 12049 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 21440 members 
Mstep: Class 19 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478120.000000 Penalty: 42000.691406
Iteration 476Q: 20 clusters Score -8.447812e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10274 members 
Mstep: Class 3 contains 179123 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 53000 members 
Mstep: Class 6 contains 12683 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76536 members 
Mstep: Class 9 contains 5783 members 
Mstep: Class 10 contains 45678 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 28256 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 26252 members 
Mstep: Class 15 contains 279160 members 
Mstep: Class 16 contains 12056 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 21549 members 
Mstep: Class 19 contains 28607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478256.000000 Penalty: 42000.691406
Iteration 477Q: 20 clusters Score -8.447826e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10269 members 
Mstep: Class 3 contains 179134 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 52987 members 
Mstep: Class 6 contains 12678 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76369 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45656 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 28241 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 26253 members 
Mstep: Class 15 contains 279143 members 
Mstep: Class 16 contains 12055 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 21661 members 
Mstep: Class 19 contains 28719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478192.000000 Penalty: 42000.691406
Iteration 478Q: 20 clusters Score -8.447819e+07 nChanged 889
Entering ConstructFrom: 
Score: -84478192.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -363713.781250 Penalty: 1321.038818
	Iteration 0F: 2 clusters Score -363713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -360740.718750 Penalty: 2642.077637
	Iteration 0F: 3 clusters Score -360740.7 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -361476.687500 Penalty: 2642.077637
	Iteration 1F: 3 clusters Score -361476.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -361612.093750 Penalty: 2642.077637
	Iteration 2F: 3 clusters Score -361612.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -361689.437500 Penalty: 2642.077637
	Iteration 3Q: 3 clusters Score -361689.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -361731.218750 Penalty: 2642.077637
	Iteration 4Q: 3 clusters Score -361731.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -361764.218750 Penalty: 2642.077637
	Iteration 5Q: 3 clusters Score -361764.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -361788.250000 Penalty: 2642.077637
	Iteration 6Q: 3 clusters Score -361788.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -361808.968750 Penalty: 2642.077637
	Iteration 7Q: 3 clusters Score -361809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -361825.656250 Penalty: 2642.077637
	Iteration 8Q: 3 clusters Score -361825.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -361843.406250 Penalty: 2642.077637
	Iteration 9Q: 3 clusters Score -361843.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -361859.906250 Penalty: 2642.077637
	Iteration 10Q: 3 clusters Score -361859.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -361879.937500 Penalty: 2642.077637
	Iteration 11Q: 3 clusters Score -361879.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -361899.156250 Penalty: 2642.077637
	Iteration 12Q: 3 clusters Score -361899.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -361917.906250 Penalty: 2642.077637
	Iteration 13Q: 3 clusters Score -361917.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -361936.937500 Penalty: 2642.077637
	Iteration 14Q: 3 clusters Score -361936.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -361954.156250 Penalty: 2642.077637
	Iteration 15Q: 3 clusters Score -361954.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -361978.187500 Penalty: 2642.077637
	Iteration 16Q: 3 clusters Score -361978.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -361997.500000 Penalty: 2642.077637
	Iteration 17Q: 3 clusters Score -361997.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -362016.343750 Penalty: 2642.077637
	Iteration 18Q: 3 clusters Score -362016.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362035.437500 Penalty: 2642.077637
	Iteration 19Q: 3 clusters Score -362035.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -362055.718750 Penalty: 2642.077637
	Iteration 20F: 3 clusters Score -362055.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -362072.562500 Penalty: 2642.077637
	Iteration 21Q: 3 clusters Score -362072.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -362091.750000 Penalty: 2642.077637
	Iteration 22Q: 3 clusters Score -362091.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -362110.125000 Penalty: 2642.077637
	Iteration 23Q: 3 clusters Score -362110.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -362124.625000 Penalty: 2642.077637
	Iteration 24Q: 3 clusters Score -362124.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -362139.156250 Penalty: 2642.077637
	Iteration 25Q: 3 clusters Score -362139.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -362159.531250 Penalty: 2642.077637
	Iteration 26Q: 3 clusters Score -362159.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -362181.250000 Penalty: 2642.077637
	Iteration 27Q: 3 clusters Score -362181.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -362204.906250 Penalty: 2642.077637
	Iteration 28Q: 3 clusters Score -362204.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -362237.500000 Penalty: 2642.077637
	Iteration 29Q: 3 clusters Score -362237.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -362281.343750 Penalty: 2642.077637
	Iteration 30Q: 3 clusters Score -362281.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -362324.437500 Penalty: 2642.077637
	Iteration 31Q: 3 clusters Score -362324.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -362368.062500 Penalty: 2642.077637
	Iteration 32Q: 3 clusters Score -362368.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -362413.375000 Penalty: 2642.077637
	Iteration 33Q: 3 clusters Score -362413.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -362449.968750 Penalty: 2642.077637
	Iteration 34Q: 3 clusters Score -362450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -362475.593750 Penalty: 2642.077637
	Iteration 35Q: 3 clusters Score -362475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -362502.312500 Penalty: 2642.077637
	Iteration 36Q: 3 clusters Score -362502.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -362532.343750 Penalty: 2642.077637
	Iteration 37Q: 3 clusters Score -362532.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -362552.812500 Penalty: 2642.077637
	Iteration 38Q: 3 clusters Score -362552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -362574.593750 Penalty: 2642.077637
	Iteration 39Q: 3 clusters Score -362574.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -362593.687500 Penalty: 2642.077637
	Iteration 40F: 3 clusters Score -362593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -362609.718750 Penalty: 2642.077637
	Iteration 41Q: 3 clusters Score -362609.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -362616.218750 Penalty: 2642.077637
	Iteration 42Q: 3 clusters Score -362616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -362628.843750 Penalty: 2642.077637
	Iteration 43Q: 3 clusters Score -362628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -362640.531250 Penalty: 2642.077637
	Iteration 44Q: 3 clusters Score -362640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -362651.968750 Penalty: 2642.077637
	Iteration 45Q: 3 clusters Score -362652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -362662.437500 Penalty: 2642.077637
	Iteration 46Q: 3 clusters Score -362662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -362678.218750 Penalty: 2642.077637
	Iteration 47Q: 3 clusters Score -362678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -362686.562500 Penalty: 2642.077637
	Iteration 48Q: 3 clusters Score -362686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -362696.500000 Penalty: 2642.077637
	Iteration 49Q: 3 clusters Score -362696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -362703.468750 Penalty: 2642.077637
	Iteration 50Q: 3 clusters Score -362703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -362707.218750 Penalty: 2642.077637
	Iteration 51Q: 3 clusters Score -362707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -362709.875000 Penalty: 2642.077637
	Iteration 52Q: 3 clusters Score -362709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -362710.968750 Penalty: 2642.077637
	Iteration 53Q: 3 clusters Score -362711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -362710.968750 Penalty: 2642.077637
	Iteration 54F: 3 clusters Score -362711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Entering Unmasked Estep 
Score: -1071722.375000 Penalty: 1500.946289
	Iteration 0F: 2 clusters Score -1071722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1064415.875000 Penalty: 3001.892578
	Iteration 0F: 3 clusters Score -1064416 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1067059.375000 Penalty: 3001.892578
	Iteration 1F: 3 clusters Score -1067059 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1067483.000000 Penalty: 3001.892578
	Iteration 2F: 3 clusters Score -1067483 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1067879.875000 Penalty: 3001.892578
	Iteration 3F: 3 clusters Score -1067880 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1068268.000000 Penalty: 3001.892578
	Iteration 4F: 3 clusters Score -1068268 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1068670.500000 Penalty: 3001.892578
	Iteration 5F: 3 clusters Score -1068670 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1069059.875000 Penalty: 3001.892578
	Iteration 6F: 3 clusters Score -1069060 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1069391.750000 Penalty: 3001.892578
	Iteration 7Q: 3 clusters Score -1069392 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1069626.625000 Penalty: 3001.892578
	Iteration 8Q: 3 clusters Score -1069627 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1069798.125000 Penalty: 3001.892578
	Iteration 9Q: 3 clusters Score -1069798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1069931.375000 Penalty: 3001.892578
	Iteration 10Q: 3 clusters Score -1069931 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1070056.375000 Penalty: 3001.892578
	Iteration 11Q: 3 clusters Score -1070056 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1070152.375000 Penalty: 3001.892578
	Iteration 12Q: 3 clusters Score -1070152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1070228.750000 Penalty: 3001.892578
	Iteration 13Q: 3 clusters Score -1070229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1070299.500000 Penalty: 3001.892578
	Iteration 14Q: 3 clusters Score -1070300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1070352.750000 Penalty: 3001.892578
	Iteration 15Q: 3 clusters Score -1070353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1070398.375000 Penalty: 3001.892578
	Iteration 16Q: 3 clusters Score -1070398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1070418.125000 Penalty: 3001.892578
	Iteration 17Q: 3 clusters Score -1070418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1070444.125000 Penalty: 3001.892578
	Iteration 18Q: 3 clusters Score -1070444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1070454.500000 Penalty: 3001.892578
	Iteration 19Q: 3 clusters Score -1070454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1070469.250000 Penalty: 3001.892578
	Iteration 20F: 3 clusters Score -1070469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1070475.375000 Penalty: 3001.892578
	Iteration 21Q: 3 clusters Score -1070475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1070481.500000 Penalty: 3001.892578
	Iteration 22Q: 3 clusters Score -1070482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1070482.000000 Penalty: 3001.892578
	Iteration 23Q: 3 clusters Score -1070482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1070488.000000 Penalty: 3001.892578
	Iteration 24Q: 3 clusters Score -1070488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1070492.125000 Penalty: 3001.892578
	Iteration 25Q: 3 clusters Score -1070492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1070495.750000 Penalty: 3001.892578
	Iteration 26Q: 3 clusters Score -1070496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1070497.625000 Penalty: 3001.892578
	Iteration 27Q: 3 clusters Score -1070498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1070497.000000 Penalty: 3001.892578
	Iteration 28Q: 3 clusters Score -1070497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1070498.750000 Penalty: 3001.892578
	Iteration 29Q: 3 clusters Score -1070499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1070498.250000 Penalty: 3001.892578
	Iteration 30Q: 3 clusters Score -1070498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1070498.250000 Penalty: 3001.892578
	Iteration 31F: 3 clusters Score -1070498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Entering Unmasked Estep 
Score: -19125624.000000 Penalty: 1965.593018
	Iteration 0F: 2 clusters Score -1.912562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -19011506.000000 Penalty: 3931.186035
	Iteration 0F: 3 clusters Score -1.901151e+07 nChanged 86352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -19064170.000000 Penalty: 3931.186035
	Iteration 1F: 3 clusters Score -1.906417e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -19066680.000000 Penalty: 3931.186035
	Iteration 2Q: 3 clusters Score -1.906668e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -19071606.000000 Penalty: 3931.186035
	Iteration 3Q: 3 clusters Score -1.907161e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -19078882.000000 Penalty: 3931.186035
	Iteration 4F: 3 clusters Score -1.907888e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -19089188.000000 Penalty: 3931.186035
	Iteration 5F: 3 clusters Score -1.908919e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -19100518.000000 Penalty: 3931.186035
	Iteration 6F: 3 clusters Score -1.910052e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -19109080.000000 Penalty: 3931.186035
	Iteration 7F: 3 clusters Score -1.910908e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -19114030.000000 Penalty: 3931.186035
	Iteration 8Q: 3 clusters Score -1.911403e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -19116696.000000 Penalty: 3931.186035
	Iteration 9Q: 3 clusters Score -1.91167e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166161 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -19118088.000000 Penalty: 3931.186035
	Iteration 10Q: 3 clusters Score -1.911809e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -19119140.000000 Penalty: 3931.186035
	Iteration 11Q: 3 clusters Score -1.911914e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169517 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -19119972.000000 Penalty: 3931.186035
	Iteration 12Q: 3 clusters Score -1.911997e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -19120546.000000 Penalty: 3931.186035
	Iteration 13Q: 3 clusters Score -1.912055e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -19121108.000000 Penalty: 3931.186035
	Iteration 14Q: 3 clusters Score -1.912111e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172550 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -19121466.000000 Penalty: 3931.186035
	Iteration 15Q: 3 clusters Score -1.912147e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19121878.000000 Penalty: 3931.186035
	Iteration 16Q: 3 clusters Score -1.912188e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -19122168.000000 Penalty: 3931.186035
	Iteration 17Q: 3 clusters Score -1.912217e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174454 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -19122440.000000 Penalty: 3931.186035
	Iteration 18Q: 3 clusters Score -1.912244e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -19122594.000000 Penalty: 3931.186035
	Iteration 19Q: 3 clusters Score -1.912259e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -19122772.000000 Penalty: 3931.186035
	Iteration 20F: 3 clusters Score -1.912277e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -19122930.000000 Penalty: 3931.186035
	Iteration 21Q: 3 clusters Score -1.912293e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -19123076.000000 Penalty: 3931.186035
	Iteration 22Q: 3 clusters Score -1.912308e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19123248.000000 Penalty: 3931.186035
	Iteration 23Q: 3 clusters Score -1.912325e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176379 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19123340.000000 Penalty: 3931.186035
	Iteration 24Q: 3 clusters Score -1.912334e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19123384.000000 Penalty: 3931.186035
	Iteration 25Q: 3 clusters Score -1.912338e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19123442.000000 Penalty: 3931.186035
	Iteration 26Q: 3 clusters Score -1.912344e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176841 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -19123496.000000 Penalty: 3931.186035
	Iteration 27Q: 3 clusters Score -1.91235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19123546.000000 Penalty: 3931.186035
	Iteration 28Q: 3 clusters Score -1.912355e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19123582.000000 Penalty: 3931.186035
	Iteration 29Q: 3 clusters Score -1.912358e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177105 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19123636.000000 Penalty: 3931.186035
	Iteration 30Q: 3 clusters Score -1.912364e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -19123676.000000 Penalty: 3931.186035
	Iteration 31Q: 3 clusters Score -1.912368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177251 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19123756.000000 Penalty: 3931.186035
	Iteration 32Q: 3 clusters Score -1.912376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19123774.000000 Penalty: 3931.186035
	Iteration 33Q: 3 clusters Score -1.912377e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19123784.000000 Penalty: 3931.186035
	Iteration 34Q: 3 clusters Score -1.912378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19123796.000000 Penalty: 3931.186035
	Iteration 35Q: 3 clusters Score -1.91238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177458 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19123840.000000 Penalty: 3931.186035
	Iteration 36Q: 3 clusters Score -1.912384e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19123858.000000 Penalty: 3931.186035
	Iteration 37Q: 3 clusters Score -1.912386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19123878.000000 Penalty: 3931.186035
	Iteration 38Q: 3 clusters Score -1.912388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19123868.000000 Penalty: 3931.186035
	Iteration 39Q: 3 clusters Score -1.912387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177602 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -19123872.000000 Penalty: 3931.186035
	Iteration 40F: 3 clusters Score -1.912387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177639 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19123858.000000 Penalty: 3931.186035
	Iteration 41Q: 3 clusters Score -1.912386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177663 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19123882.000000 Penalty: 3931.186035
	Iteration 42Q: 3 clusters Score -1.912388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177700 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19123892.000000 Penalty: 3931.186035
	Iteration 43Q: 3 clusters Score -1.912389e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19123916.000000 Penalty: 3931.186035
	Iteration 44Q: 3 clusters Score -1.912392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19123958.000000 Penalty: 3931.186035
	Iteration 45Q: 3 clusters Score -1.912396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19123948.000000 Penalty: 3931.186035
	Iteration 46Q: 3 clusters Score -1.912395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19123952.000000 Penalty: 3931.186035
	Iteration 47Q: 3 clusters Score -1.912395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177835 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19123952.000000 Penalty: 3931.186035
	Iteration 48Q: 3 clusters Score -1.912395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177854 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19123978.000000 Penalty: 3931.186035
	Iteration 49Q: 3 clusters Score -1.912398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19124006.000000 Penalty: 3931.186035
	Iteration 50Q: 3 clusters Score -1.912401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19124020.000000 Penalty: 3931.186035
	Iteration 51Q: 3 clusters Score -1.912402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19124028.000000 Penalty: 3931.186035
	Iteration 52Q: 3 clusters Score -1.912403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177906 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19124046.000000 Penalty: 3931.186035
	Iteration 53Q: 3 clusters Score -1.912405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19124058.000000 Penalty: 3931.186035
	Iteration 54Q: 3 clusters Score -1.912406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19124066.000000 Penalty: 3931.186035
	Iteration 55Q: 3 clusters Score -1.912407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19124066.000000 Penalty: 3931.186035
	Iteration 56Q: 3 clusters Score -1.912407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19124054.000000 Penalty: 3931.186035
	Iteration 57Q: 3 clusters Score -1.912405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -19124060.000000 Penalty: 3931.186035
	Iteration 58Q: 3 clusters Score -1.912406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19124060.000000 Penalty: 3931.186035
	Iteration 59Q: 3 clusters Score -1.912406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177936 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19124064.000000 Penalty: 3931.186035
	Iteration 60F: 3 clusters Score -1.912406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177938 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19124058.000000 Penalty: 3931.186035
	Iteration 61Q: 3 clusters Score -1.912406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19124068.000000 Penalty: 3931.186035
	Iteration 62Q: 3 clusters Score -1.912407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19124068.000000 Penalty: 3931.186035
	Iteration 63Q: 3 clusters Score -1.912407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177944 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19124060.000000 Penalty: 3931.186035
	Iteration 64Q: 3 clusters Score -1.912406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177946 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19124054.000000 Penalty: 3931.186035
	Iteration 65Q: 3 clusters Score -1.912405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177947 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19124048.000000 Penalty: 3931.186035
	Iteration 66Q: 3 clusters Score -1.912405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19124046.000000 Penalty: 3931.186035
	Iteration 67Q: 3 clusters Score -1.912405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177953 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19124052.000000 Penalty: 3931.186035
	Iteration 68Q: 3 clusters Score -1.912405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177960 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19124040.000000 Penalty: 3931.186035
	Iteration 69Q: 3 clusters Score -1.912404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177961 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19124050.000000 Penalty: 3931.186035
	Iteration 70Q: 3 clusters Score -1.912405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177966 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19124062.000000 Penalty: 3931.186035
	Iteration 71Q: 3 clusters Score -1.912406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19124044.000000 Penalty: 3931.186035
	Iteration 72Q: 3 clusters Score -1.912404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19124060.000000 Penalty: 3931.186035
	Iteration 73Q: 3 clusters Score -1.912406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177985 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19124072.000000 Penalty: 3931.186035
	Iteration 74Q: 3 clusters Score -1.912407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177991 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19124066.000000 Penalty: 3931.186035
	Iteration 75Q: 3 clusters Score -1.912407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177995 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19124080.000000 Penalty: 3931.186035
	Iteration 76Q: 3 clusters Score -1.912408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177994 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19124080.000000 Penalty: 3931.186035
	Iteration 77Q: 3 clusters Score -1.912408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177994 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19124080.000000 Penalty: 3931.186035
	Iteration 78F: 3 clusters Score -1.912408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -1720169.125000 Penalty: 1575.984863
	Iteration 0F: 2 clusters Score -1720169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1708887.000000 Penalty: 3151.969727
	Iteration 0F: 3 clusters Score -1708887 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1712890.125000 Penalty: 3151.969727
	Iteration 1F: 3 clusters Score -1712890 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1713271.250000 Penalty: 3151.969727
	Iteration 2F: 3 clusters Score -1713271 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1713665.875000 Penalty: 3151.969727
	Iteration 3Q: 3 clusters Score -1713666 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1714167.000000 Penalty: 3151.969727
	Iteration 4F: 3 clusters Score -1714167 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1714765.750000 Penalty: 3151.969727
	Iteration 5F: 3 clusters Score -1714766 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1715486.750000 Penalty: 3151.969727
	Iteration 6F: 3 clusters Score -1715487 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1716263.500000 Penalty: 3151.969727
	Iteration 7F: 3 clusters Score -1716264 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1716907.000000 Penalty: 3151.969727
	Iteration 8F: 3 clusters Score -1716907 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1717381.375000 Penalty: 3151.969727
	Iteration 9Q: 3 clusters Score -1717381 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1717742.750000 Penalty: 3151.969727
	Iteration 10Q: 3 clusters Score -1717743 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1718025.875000 Penalty: 3151.969727
	Iteration 11Q: 3 clusters Score -1718026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1718223.375000 Penalty: 3151.969727
	Iteration 12Q: 3 clusters Score -1718223 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1718365.125000 Penalty: 3151.969727
	Iteration 13Q: 3 clusters Score -1718365 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1718486.250000 Penalty: 3151.969727
	Iteration 14Q: 3 clusters Score -1718486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1718557.125000 Penalty: 3151.969727
	Iteration 15Q: 3 clusters Score -1718557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1718617.750000 Penalty: 3151.969727
	Iteration 16Q: 3 clusters Score -1718618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1718671.500000 Penalty: 3151.969727
	Iteration 17Q: 3 clusters Score -1718672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1718722.750000 Penalty: 3151.969727
	Iteration 18Q: 3 clusters Score -1718723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1718755.750000 Penalty: 3151.969727
	Iteration 19Q: 3 clusters Score -1718756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1718776.250000 Penalty: 3151.969727
	Iteration 20F: 3 clusters Score -1718776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1718792.250000 Penalty: 3151.969727
	Iteration 21Q: 3 clusters Score -1718792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1718803.875000 Penalty: 3151.969727
	Iteration 22Q: 3 clusters Score -1718804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1718815.250000 Penalty: 3151.969727
	Iteration 23Q: 3 clusters Score -1718815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1718827.375000 Penalty: 3151.969727
	Iteration 24Q: 3 clusters Score -1718827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1718835.375000 Penalty: 3151.969727
	Iteration 25Q: 3 clusters Score -1718835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1718840.125000 Penalty: 3151.969727
	Iteration 26Q: 3 clusters Score -1718840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1718846.375000 Penalty: 3151.969727
	Iteration 27Q: 3 clusters Score -1718846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1718846.250000 Penalty: 3151.969727
	Iteration 28Q: 3 clusters Score -1718846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1718853.875000 Penalty: 3151.969727
	Iteration 29Q: 3 clusters Score -1718854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1718858.250000 Penalty: 3151.969727
	Iteration 30Q: 3 clusters Score -1718858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1718860.750000 Penalty: 3151.969727
	Iteration 31Q: 3 clusters Score -1718861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1718867.750000 Penalty: 3151.969727
	Iteration 32Q: 3 clusters Score -1718868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1718874.250000 Penalty: 3151.969727
	Iteration 33Q: 3 clusters Score -1718874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1718878.875000 Penalty: 3151.969727
	Iteration 34Q: 3 clusters Score -1718879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1718885.125000 Penalty: 3151.969727
	Iteration 35Q: 3 clusters Score -1718885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1718888.125000 Penalty: 3151.969727
	Iteration 36Q: 3 clusters Score -1718888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1718886.250000 Penalty: 3151.969727
	Iteration 37Q: 3 clusters Score -1718886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1718886.125000 Penalty: 3151.969727
	Iteration 38Q: 3 clusters Score -1718886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1718890.750000 Penalty: 3151.969727
	Iteration 39Q: 3 clusters Score -1718891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1718888.875000 Penalty: 3151.969727
	Iteration 40F: 3 clusters Score -1718889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1718891.875000 Penalty: 3151.969727
	Iteration 41Q: 3 clusters Score -1718892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1718896.625000 Penalty: 3151.969727
	Iteration 42Q: 3 clusters Score -1718897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1718900.125000 Penalty: 3151.969727
	Iteration 43Q: 3 clusters Score -1718900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1718901.125000 Penalty: 3151.969727
	Iteration 44Q: 3 clusters Score -1718901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1718906.625000 Penalty: 3151.969727
	Iteration 45Q: 3 clusters Score -1718907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1718912.250000 Penalty: 3151.969727
	Iteration 46Q: 3 clusters Score -1718912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1718915.875000 Penalty: 3151.969727
	Iteration 47Q: 3 clusters Score -1718916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1718916.625000 Penalty: 3151.969727
	Iteration 48Q: 3 clusters Score -1718917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1718916.125000 Penalty: 3151.969727
	Iteration 49Q: 3 clusters Score -1718916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1718917.625000 Penalty: 3151.969727
	Iteration 50Q: 3 clusters Score -1718918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1718918.125000 Penalty: 3151.969727
	Iteration 51Q: 3 clusters Score -1718918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1718919.250000 Penalty: 3151.969727
	Iteration 52Q: 3 clusters Score -1718919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1718917.375000 Penalty: 3151.969727
	Iteration 53Q: 3 clusters Score -1718917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1718919.875000 Penalty: 3151.969727
	Iteration 54Q: 3 clusters Score -1718920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1718920.750000 Penalty: 3151.969727
	Iteration 55Q: 3 clusters Score -1718921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1718920.875000 Penalty: 3151.969727
	Iteration 56Q: 3 clusters Score -1718921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1718922.500000 Penalty: 3151.969727
	Iteration 57Q: 3 clusters Score -1718922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1718922.500000 Penalty: 3151.969727
	Iteration 58F: 3 clusters Score -1718922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Entering Unmasked Estep 
Score: -5539702.000000 Penalty: 1767.615234
	Iteration 0F: 2 clusters Score -5539702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5504288.500000 Penalty: 3535.230469
	Iteration 0F: 3 clusters Score -5504288 nChanged 24923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -5518794.500000 Penalty: 3535.230469
	Iteration 1F: 3 clusters Score -5518794 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5519724.000000 Penalty: 3535.230469
	Iteration 2Q: 3 clusters Score -5519724 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5521052.500000 Penalty: 3535.230469
	Iteration 3Q: 3 clusters Score -5521052 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -5522912.500000 Penalty: 3535.230469
	Iteration 4F: 3 clusters Score -5522912 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -5525340.000000 Penalty: 3535.230469
	Iteration 5F: 3 clusters Score -5525340 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5527893.500000 Penalty: 3535.230469
	Iteration 6F: 3 clusters Score -5527894 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5530331.000000 Penalty: 3535.230469
	Iteration 7F: 3 clusters Score -5530331 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -5532533.500000 Penalty: 3535.230469
	Iteration 8F: 3 clusters Score -5532534 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -5534250.500000 Penalty: 3535.230469
	Iteration 9Q: 3 clusters Score -5534250 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5535509.000000 Penalty: 3535.230469
	Iteration 10Q: 3 clusters Score -5535509 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5536465.000000 Penalty: 3535.230469
	Iteration 11Q: 3 clusters Score -5536465 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5537067.500000 Penalty: 3535.230469
	Iteration 12Q: 3 clusters Score -5537068 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5537479.500000 Penalty: 3535.230469
	Iteration 13Q: 3 clusters Score -5537480 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5537723.000000 Penalty: 3535.230469
	Iteration 14Q: 3 clusters Score -5537723 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5537893.500000 Penalty: 3535.230469
	Iteration 15Q: 3 clusters Score -5537894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5537988.500000 Penalty: 3535.230469
	Iteration 16Q: 3 clusters Score -5537988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5538049.500000 Penalty: 3535.230469
	Iteration 17Q: 3 clusters Score -5538050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5538105.000000 Penalty: 3535.230469
	Iteration 18Q: 3 clusters Score -5538105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5538151.500000 Penalty: 3535.230469
	Iteration 19Q: 3 clusters Score -5538152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5538168.500000 Penalty: 3535.230469
	Iteration 20F: 3 clusters Score -5538168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5538191.000000 Penalty: 3535.230469
	Iteration 21Q: 3 clusters Score -5538191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5538198.000000 Penalty: 3535.230469
	Iteration 22Q: 3 clusters Score -5538198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5538202.000000 Penalty: 3535.230469
	Iteration 23Q: 3 clusters Score -5538202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5538203.500000 Penalty: 3535.230469
	Iteration 24Q: 3 clusters Score -5538204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5538204.500000 Penalty: 3535.230469
	Iteration 25Q: 3 clusters Score -5538204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5538208.500000 Penalty: 3535.230469
	Iteration 26Q: 3 clusters Score -5538208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5538210.000000 Penalty: 3535.230469
	Iteration 27Q: 3 clusters Score -5538210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5538210.000000 Penalty: 3535.230469
	Iteration 28Q: 3 clusters Score -5538210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5538210.000000 Penalty: 3535.230469
	Iteration 29F: 3 clusters Score -5538210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1331365.375000 Penalty: 1535.187500
	Iteration 0F: 2 clusters Score -1331365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1322468.750000 Penalty: 3070.375000
	Iteration 0F: 3 clusters Score -1322469 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1325503.625000 Penalty: 3070.375000
	Iteration 1F: 3 clusters Score -1325504 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1325828.625000 Penalty: 3070.375000
	Iteration 2F: 3 clusters Score -1325829 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1326121.750000 Penalty: 3070.375000
	Iteration 3F: 3 clusters Score -1326122 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1326415.500000 Penalty: 3070.375000
	Iteration 4Q: 3 clusters Score -1326416 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1326734.625000 Penalty: 3070.375000
	Iteration 5F: 3 clusters Score -1326735 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1327109.750000 Penalty: 3070.375000
	Iteration 6F: 3 clusters Score -1327110 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1327537.750000 Penalty: 3070.375000
	Iteration 7F: 3 clusters Score -1327538 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1328016.750000 Penalty: 3070.375000
	Iteration 8F: 3 clusters Score -1328017 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1328519.625000 Penalty: 3070.375000
	Iteration 9F: 3 clusters Score -1328520 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1329036.625000 Penalty: 3070.375000
	Iteration 10Q: 3 clusters Score -1329037 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1329498.625000 Penalty: 3070.375000
	Iteration 11Q: 3 clusters Score -1329499 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1329800.375000 Penalty: 3070.375000
	Iteration 12Q: 3 clusters Score -1329800 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1329995.625000 Penalty: 3070.375000
	Iteration 13Q: 3 clusters Score -1329996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1330127.250000 Penalty: 3070.375000
	Iteration 14Q: 3 clusters Score -1330127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1330200.375000 Penalty: 3070.375000
	Iteration 15Q: 3 clusters Score -1330200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1330229.875000 Penalty: 3070.375000
	Iteration 16Q: 3 clusters Score -1330230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1330255.250000 Penalty: 3070.375000
	Iteration 17Q: 3 clusters Score -1330255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1330270.500000 Penalty: 3070.375000
	Iteration 18Q: 3 clusters Score -1330270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1330278.000000 Penalty: 3070.375000
	Iteration 19Q: 3 clusters Score -1330278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1330282.875000 Penalty: 3070.375000
	Iteration 20F: 3 clusters Score -1330283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1330292.000000 Penalty: 3070.375000
	Iteration 21Q: 3 clusters Score -1330292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1330303.625000 Penalty: 3070.375000
	Iteration 22Q: 3 clusters Score -1330304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1330314.125000 Penalty: 3070.375000
	Iteration 23Q: 3 clusters Score -1330314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1330319.375000 Penalty: 3070.375000
	Iteration 24Q: 3 clusters Score -1330319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1330321.875000 Penalty: 3070.375000
	Iteration 25Q: 3 clusters Score -1330322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1330325.875000 Penalty: 3070.375000
	Iteration 26Q: 3 clusters Score -1330326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1330326.625000 Penalty: 3070.375000
	Iteration 27Q: 3 clusters Score -1330327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1330327.500000 Penalty: 3070.375000
	Iteration 28Q: 3 clusters Score -1330328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1330331.500000 Penalty: 3070.375000
	Iteration 29Q: 3 clusters Score -1330332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1330331.500000 Penalty: 3070.375000
	Iteration 30F: 3 clusters Score -1330332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -22004.988281 Penalty: 920.231079
	Iteration 0F: 2 clusters Score -22004.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21245.730469 Penalty: 1840.462158
	Iteration 0F: 3 clusters Score -21245.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21475.710938 Penalty: 1840.462158
	Iteration 1F: 3 clusters Score -21475.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21644.349609 Penalty: 1840.462158
	Iteration 2F: 3 clusters Score -21644.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21938.126953 Penalty: 1840.462158
	Iteration 3F: 3 clusters Score -21938.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22320.228516 Penalty: 1840.462158
	Iteration 4F: 3 clusters Score -22320.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22616.708984 Penalty: 1840.462158
	Iteration 5F: 3 clusters Score -22616.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22681.718750 Penalty: 1840.462158
	Iteration 6Q: 3 clusters Score -22681.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22689.394531 Penalty: 1840.462158
	Iteration 7Q: 3 clusters Score -22689.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22705.312500 Penalty: 1840.462158
	Iteration 8Q: 3 clusters Score -22705.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22760.429688 Penalty: 1840.462158
	Iteration 9Q: 3 clusters Score -22760.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22766.843750 Penalty: 1840.462158
	Iteration 10Q: 3 clusters Score -22766.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22770.951172 Penalty: 1840.462158
	Iteration 11Q: 3 clusters Score -22770.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22770.951172 Penalty: 1840.462158
	Iteration 12F: 3 clusters Score -22770.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 179146 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 52978 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 116 members 
Mstep: Class 8 contains 76209 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28216 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 279138 members 
Mstep: Class 16 contains 12061 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 21777 members 
Mstep: Class 19 contains 28810 members 
Mstep: Class 20 contains 172 members 
Entering Unmasked Estep 
Score: -84477752.000000 Penalty: 44211.253906
Splitting cluster 7 changes total score from -84478192.000000 to -84477752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (76209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Entering Unmasked Estep 
Score: -8236761.000000 Penalty: 1826.700684
	Iteration 0F: 2 clusters Score -8236761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -8185989.000000 Penalty: 3653.401367
	Iteration 0F: 3 clusters Score -8185989 nChanged 36076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8206646.000000 Penalty: 3653.401367
	Iteration 1F: 3 clusters Score -8206646 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -8207275.500000 Penalty: 3653.401367
	Iteration 2Q: 3 clusters Score -8207276 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8208160.000000 Penalty: 3653.401367
	Iteration 3Q: 3 clusters Score -8208160 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8209634.000000 Penalty: 3653.401367
	Iteration 4Q: 3 clusters Score -8209634 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -8212329.000000 Penalty: 3653.401367
	Iteration 5F: 3 clusters Score -8212329 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -8216765.500000 Penalty: 3653.401367
	Iteration 6F: 3 clusters Score -8216766 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -8222484.000000 Penalty: 3653.401367
	Iteration 7F: 3 clusters Score -8222484 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8228050.000000 Penalty: 3653.401367
	Iteration 8F: 3 clusters Score -8228050 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8231783.000000 Penalty: 3653.401367
	Iteration 9F: 3 clusters Score -8231783 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8233724.000000 Penalty: 3653.401367
	Iteration 10Q: 3 clusters Score -8233724 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8234570.500000 Penalty: 3653.401367
	Iteration 11Q: 3 clusters Score -8234570 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8234886.500000 Penalty: 3653.401367
	Iteration 12Q: 3 clusters Score -8234886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8234981.000000 Penalty: 3653.401367
	Iteration 13Q: 3 clusters Score -8234981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8235032.000000 Penalty: 3653.401367
	Iteration 14Q: 3 clusters Score -8235032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8235061.500000 Penalty: 3653.401367
	Iteration 15Q: 3 clusters Score -8235062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8235082.000000 Penalty: 3653.401367
	Iteration 16Q: 3 clusters Score -8235082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8235109.000000 Penalty: 3653.401367
	Iteration 17Q: 3 clusters Score -8235109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8235122.500000 Penalty: 3653.401367
	Iteration 18Q: 3 clusters Score -8235122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8235131.500000 Penalty: 3653.401367
	Iteration 19Q: 3 clusters Score -8235132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8235138.000000 Penalty: 3653.401367
	Iteration 20F: 3 clusters Score -8235138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8235137.000000 Penalty: 3653.401367
	Iteration 21Q: 3 clusters Score -8235137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8235143.000000 Penalty: 3653.401367
	Iteration 22Q: 3 clusters Score -8235143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8235146.500000 Penalty: 3653.401367
	Iteration 23Q: 3 clusters Score -8235146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8235152.500000 Penalty: 3653.401367
	Iteration 24Q: 3 clusters Score -8235152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8235169.000000 Penalty: 3653.401367
	Iteration 25Q: 3 clusters Score -8235169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8235174.000000 Penalty: 3653.401367
	Iteration 26Q: 3 clusters Score -8235174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8235179.500000 Penalty: 3653.401367
	Iteration 27Q: 3 clusters Score -8235180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8235179.000000 Penalty: 3653.401367
	Iteration 28Q: 3 clusters Score -8235179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8235190.500000 Penalty: 3653.401367
	Iteration 29Q: 3 clusters Score -8235190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8235194.000000 Penalty: 3653.401367
	Iteration 30Q: 3 clusters Score -8235194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8235197.500000 Penalty: 3653.401367
	Iteration 31Q: 3 clusters Score -8235198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8235197.500000 Penalty: 3653.401367
	Iteration 32F: 3 clusters Score -8235198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -588932.812500 Penalty: 1407.769409
	Iteration 0F: 2 clusters Score -588932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -584506.937500 Penalty: 2815.538818
	Iteration 0F: 3 clusters Score -584506.9 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -585804.125000 Penalty: 2815.538818
	Iteration 1F: 3 clusters Score -585804.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -586023.125000 Penalty: 2815.538818
	Iteration 2F: 3 clusters Score -586023.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -586210.250000 Penalty: 2815.538818
	Iteration 3Q: 3 clusters Score -586210.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -586465.312500 Penalty: 2815.538818
	Iteration 4Q: 3 clusters Score -586465.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -586823.125000 Penalty: 2815.538818
	Iteration 5F: 3 clusters Score -586823.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -587155.562500 Penalty: 2815.538818
	Iteration 6F: 3 clusters Score -587155.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -587461.875000 Penalty: 2815.538818
	Iteration 7F: 3 clusters Score -587461.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -587720.937500 Penalty: 2815.538818
	Iteration 8F: 3 clusters Score -587720.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -587918.062500 Penalty: 2815.538818
	Iteration 9F: 3 clusters Score -587918.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -588085.625000 Penalty: 2815.538818
	Iteration 10Q: 3 clusters Score -588085.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -588220.312500 Penalty: 2815.538818
	Iteration 11Q: 3 clusters Score -588220.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -588324.000000 Penalty: 2815.538818
	Iteration 12Q: 3 clusters Score -588324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -588391.750000 Penalty: 2815.538818
	Iteration 13Q: 3 clusters Score -588391.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -588439.125000 Penalty: 2815.538818
	Iteration 14Q: 3 clusters Score -588439.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -588478.437500 Penalty: 2815.538818
	Iteration 15Q: 3 clusters Score -588478.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -588512.687500 Penalty: 2815.538818
	Iteration 16Q: 3 clusters Score -588512.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -588538.937500 Penalty: 2815.538818
	Iteration 17Q: 3 clusters Score -588538.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -588571.875000 Penalty: 2815.538818
	Iteration 18Q: 3 clusters Score -588571.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -588591.312500 Penalty: 2815.538818
	Iteration 19Q: 3 clusters Score -588591.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -588603.312500 Penalty: 2815.538818
	Iteration 20F: 3 clusters Score -588603.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -588619.062500 Penalty: 2815.538818
	Iteration 21Q: 3 clusters Score -588619.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -588639.250000 Penalty: 2815.538818
	Iteration 22Q: 3 clusters Score -588639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -588666.562500 Penalty: 2815.538818
	Iteration 23Q: 3 clusters Score -588666.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -588685.687500 Penalty: 2815.538818
	Iteration 24Q: 3 clusters Score -588685.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -588697.000000 Penalty: 2815.538818
	Iteration 25Q: 3 clusters Score -588697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -588707.375000 Penalty: 2815.538818
	Iteration 26Q: 3 clusters Score -588707.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -588713.687500 Penalty: 2815.538818
	Iteration 27Q: 3 clusters Score -588713.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -588719.812500 Penalty: 2815.538818
	Iteration 28Q: 3 clusters Score -588719.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -588725.875000 Penalty: 2815.538818
	Iteration 29Q: 3 clusters Score -588725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -588733.375000 Penalty: 2815.538818
	Iteration 30Q: 3 clusters Score -588733.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -588737.687500 Penalty: 2815.538818
	Iteration 31Q: 3 clusters Score -588737.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -588740.687500 Penalty: 2815.538818
	Iteration 32Q: 3 clusters Score -588740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -588744.062500 Penalty: 2815.538818
	Iteration 33Q: 3 clusters Score -588744.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -588749.750000 Penalty: 2815.538818
	Iteration 34Q: 3 clusters Score -588749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -588754.625000 Penalty: 2815.538818
	Iteration 35Q: 3 clusters Score -588754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -588757.687500 Penalty: 2815.538818
	Iteration 36Q: 3 clusters Score -588757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -588760.375000 Penalty: 2815.538818
	Iteration 37Q: 3 clusters Score -588760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -588764.625000 Penalty: 2815.538818
	Iteration 38Q: 3 clusters Score -588764.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -588768.125000 Penalty: 2815.538818
	Iteration 39Q: 3 clusters Score -588768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -588776.687500 Penalty: 2815.538818
	Iteration 40F: 3 clusters Score -588776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -588783.812500 Penalty: 2815.538818
	Iteration 41Q: 3 clusters Score -588783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -588790.000000 Penalty: 2815.538818
	Iteration 42Q: 3 clusters Score -588790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -588793.062500 Penalty: 2815.538818
	Iteration 43Q: 3 clusters Score -588793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -588799.187500 Penalty: 2815.538818
	Iteration 44Q: 3 clusters Score -588799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -588801.875000 Penalty: 2815.538818
	Iteration 45Q: 3 clusters Score -588801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -588807.687500 Penalty: 2815.538818
	Iteration 46Q: 3 clusters Score -588807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -588810.562500 Penalty: 2815.538818
	Iteration 47Q: 3 clusters Score -588810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -588813.187500 Penalty: 2815.538818
	Iteration 48Q: 3 clusters Score -588813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -588813.437500 Penalty: 2815.538818
	Iteration 49Q: 3 clusters Score -588813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -588813.437500 Penalty: 2815.538818
	Iteration 50F: 3 clusters Score -588813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Entering Unmasked Estep 
Score: -4962085.000000 Penalty: 1743.330811
	Iteration 0F: 2 clusters Score -4962085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4931471.000000 Penalty: 3486.661621
	Iteration 0F: 3 clusters Score -4931471 nChanged 21515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4943701.000000 Penalty: 3486.661621
	Iteration 1F: 3 clusters Score -4943701 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4944256.500000 Penalty: 3486.661621
	Iteration 2Q: 3 clusters Score -4944256 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4944897.500000 Penalty: 3486.661621
	Iteration 3Q: 3 clusters Score -4944898 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4945670.000000 Penalty: 3486.661621
	Iteration 4Q: 3 clusters Score -4945670 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4946622.000000 Penalty: 3486.661621
	Iteration 5Q: 3 clusters Score -4946622 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4947730.000000 Penalty: 3486.661621
	Iteration 6Q: 3 clusters Score -4947730 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -4949170.500000 Penalty: 3486.661621
	Iteration 7F: 3 clusters Score -4949170 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4951069.000000 Penalty: 3486.661621
	Iteration 8F: 3 clusters Score -4951069 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4953344.000000 Penalty: 3486.661621
	Iteration 9F: 3 clusters Score -4953344 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4955494.500000 Penalty: 3486.661621
	Iteration 10F: 3 clusters Score -4955494 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4957001.000000 Penalty: 3486.661621
	Iteration 11Q: 3 clusters Score -4957001 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4957908.500000 Penalty: 3486.661621
	Iteration 12Q: 3 clusters Score -4957908 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4958478.000000 Penalty: 3486.661621
	Iteration 13Q: 3 clusters Score -4958478 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4959004.000000 Penalty: 3486.661621
	Iteration 14Q: 3 clusters Score -4959004 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4959435.500000 Penalty: 3486.661621
	Iteration 15Q: 3 clusters Score -4959436 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4959808.500000 Penalty: 3486.661621
	Iteration 16Q: 3 clusters Score -4959808 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4960115.500000 Penalty: 3486.661621
	Iteration 17Q: 3 clusters Score -4960116 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4960347.500000 Penalty: 3486.661621
	Iteration 18Q: 3 clusters Score -4960348 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4960510.500000 Penalty: 3486.661621
	Iteration 19Q: 3 clusters Score -4960510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4960610.000000 Penalty: 3486.661621
	Iteration 20F: 3 clusters Score -4960610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4960715.500000 Penalty: 3486.661621
	Iteration 21Q: 3 clusters Score -4960716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4960794.500000 Penalty: 3486.661621
	Iteration 22Q: 3 clusters Score -4960794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4960841.000000 Penalty: 3486.661621
	Iteration 23Q: 3 clusters Score -4960841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4960894.000000 Penalty: 3486.661621
	Iteration 24Q: 3 clusters Score -4960894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4960900.000000 Penalty: 3486.661621
	Iteration 25Q: 3 clusters Score -4960900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4960918.500000 Penalty: 3486.661621
	Iteration 26Q: 3 clusters Score -4960918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4960939.000000 Penalty: 3486.661621
	Iteration 27Q: 3 clusters Score -4960939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4960943.500000 Penalty: 3486.661621
	Iteration 28Q: 3 clusters Score -4960944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4960944.000000 Penalty: 3486.661621
	Iteration 29Q: 3 clusters Score -4960944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4960953.500000 Penalty: 3486.661621
	Iteration 30Q: 3 clusters Score -4960954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4960963.000000 Penalty: 3486.661621
	Iteration 31Q: 3 clusters Score -4960963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4960971.000000 Penalty: 3486.661621
	Iteration 32Q: 3 clusters Score -4960971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4960970.500000 Penalty: 3486.661621
	Iteration 33Q: 3 clusters Score -4960970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4960978.500000 Penalty: 3486.661621
	Iteration 34Q: 3 clusters Score -4960978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4960974.000000 Penalty: 3486.661621
	Iteration 35Q: 3 clusters Score -4960974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4960985.500000 Penalty: 3486.661621
	Iteration 36Q: 3 clusters Score -4960986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4960997.000000 Penalty: 3486.661621
	Iteration 37Q: 3 clusters Score -4960997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4961006.500000 Penalty: 3486.661621
	Iteration 38Q: 3 clusters Score -4961006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4961001.000000 Penalty: 3486.661621
	Iteration 39Q: 3 clusters Score -4961001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4961008.500000 Penalty: 3486.661621
	Iteration 40F: 3 clusters Score -4961008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4961010.500000 Penalty: 3486.661621
	Iteration 41Q: 3 clusters Score -4961010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4961013.500000 Penalty: 3486.661621
	Iteration 42Q: 3 clusters Score -4961014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4961013.500000 Penalty: 3486.661621
	Iteration 43Q: 3 clusters Score -4961014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4961012.500000 Penalty: 3486.661621
	Iteration 44Q: 3 clusters Score -4961012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4961018.000000 Penalty: 3486.661621
	Iteration 45Q: 3 clusters Score -4961018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4961015.000000 Penalty: 3486.661621
	Iteration 46Q: 3 clusters Score -4961015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4961015.000000 Penalty: 3486.661621
	Iteration 47Q: 3 clusters Score -4961015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4961020.500000 Penalty: 3486.661621
	Iteration 48Q: 3 clusters Score -4961020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4961019.500000 Penalty: 3486.661621
	Iteration 49Q: 3 clusters Score -4961020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4961019.000000 Penalty: 3486.661621
	Iteration 50Q: 3 clusters Score -4961019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4961020.000000 Penalty: 3486.661621
	Iteration 51Q: 3 clusters Score -4961020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4961018.500000 Penalty: 3486.661621
	Iteration 52Q: 3 clusters Score -4961018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4961018.000000 Penalty: 3486.661621
	Iteration 53Q: 3 clusters Score -4961018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4961017.500000 Penalty: 3486.661621
	Iteration 54Q: 3 clusters Score -4961018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4961020.500000 Penalty: 3486.661621
	Iteration 55Q: 3 clusters Score -4961020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4961019.000000 Penalty: 3486.661621
	Iteration 56Q: 3 clusters Score -4961019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4961019.000000 Penalty: 3486.661621
	Iteration 57F: 3 clusters Score -4961019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -286705.500000 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -286705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -284090.562500 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -284090.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -284740.156250 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -284740.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284892.531250 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -284892.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -284987.125000 Penalty: 2572.250732
	Iteration 3Q: 3 clusters Score -284987.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -285054.687500 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -285054.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -285101.031250 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -285101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -285137.593750 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -285137.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -285160.375000 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -285160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -285183.718750 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -285183.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -285212.156250 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -285212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -285236.281250 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -285236.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -285258.875000 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -285258.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -285290.093750 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -285290.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -285325.906250 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -285325.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285365.687500 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -285365.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -285400.312500 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -285400.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -285426.656250 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -285426.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -285449.687500 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -285449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -285475.468750 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -285475.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -285512.218750 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -285512.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -285546.187500 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -285546.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -285571.562500 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -285571.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -285588.750000 Penalty: 2572.250732
	Iteration 22Q: 3 clusters Score -285588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -285599.375000 Penalty: 2572.250732
	Iteration 23Q: 3 clusters Score -285599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -285605.281250 Penalty: 2572.250732
	Iteration 24Q: 3 clusters Score -285605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -285611.000000 Penalty: 2572.250732
	Iteration 25Q: 3 clusters Score -285611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -285614.812500 Penalty: 2572.250732
	Iteration 26Q: 3 clusters Score -285614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -285619.625000 Penalty: 2572.250732
	Iteration 27Q: 3 clusters Score -285619.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -285622.093750 Penalty: 2572.250732
	Iteration 28Q: 3 clusters Score -285622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -285623.625000 Penalty: 2572.250732
	Iteration 29Q: 3 clusters Score -285623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -285625.312500 Penalty: 2572.250732
	Iteration 30Q: 3 clusters Score -285625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -285627.093750 Penalty: 2572.250732
	Iteration 31Q: 3 clusters Score -285627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -285628.968750 Penalty: 2572.250732
	Iteration 32Q: 3 clusters Score -285629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -285630.656250 Penalty: 2572.250732
	Iteration 33Q: 3 clusters Score -285630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -285633.000000 Penalty: 2572.250732
	Iteration 34Q: 3 clusters Score -285633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -285636.125000 Penalty: 2572.250732
	Iteration 35Q: 3 clusters Score -285636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -285640.468750 Penalty: 2572.250732
	Iteration 36Q: 3 clusters Score -285640.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -285645.281250 Penalty: 2572.250732
	Iteration 37Q: 3 clusters Score -285645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -285649.625000 Penalty: 2572.250732
	Iteration 38Q: 3 clusters Score -285649.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -285654.468750 Penalty: 2572.250732
	Iteration 39Q: 3 clusters Score -285654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -285657.687500 Penalty: 2572.250732
	Iteration 40F: 3 clusters Score -285657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -285660.625000 Penalty: 2572.250732
	Iteration 41Q: 3 clusters Score -285660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -285661.468750 Penalty: 2572.250732
	Iteration 42Q: 3 clusters Score -285661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -285661.687500 Penalty: 2572.250732
	Iteration 43Q: 3 clusters Score -285661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -285663.062500 Penalty: 2572.250732
	Iteration 44Q: 3 clusters Score -285663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -285664.687500 Penalty: 2572.250732
	Iteration 45Q: 3 clusters Score -285664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -285665.312500 Penalty: 2572.250732
	Iteration 46Q: 3 clusters Score -285665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -285665.843750 Penalty: 2572.250732
	Iteration 47Q: 3 clusters Score -285665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -285665.843750 Penalty: 2572.250732
	Iteration 48F: 3 clusters Score -285665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Entering Unmasked Estep 
Score: -3069344.500000 Penalty: 1665.242188
	Iteration 0F: 2 clusters Score -3069344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3050517.000000 Penalty: 3330.484375
	Iteration 0F: 3 clusters Score -3050517 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3057536.500000 Penalty: 3330.484375
	Iteration 1F: 3 clusters Score -3057536 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3057898.750000 Penalty: 3330.484375
	Iteration 2Q: 3 clusters Score -3057899 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3058304.000000 Penalty: 3330.484375
	Iteration 3Q: 3 clusters Score -3058304 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3058715.750000 Penalty: 3330.484375
	Iteration 4Q: 3 clusters Score -3058716 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3059245.000000 Penalty: 3330.484375
	Iteration 5Q: 3 clusters Score -3059245 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3059913.250000 Penalty: 3330.484375
	Iteration 6Q: 3 clusters Score -3059913 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3060841.000000 Penalty: 3330.484375
	Iteration 7F: 3 clusters Score -3060841 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3062013.250000 Penalty: 3330.484375
	Iteration 8F: 3 clusters Score -3062013 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3063269.000000 Penalty: 3330.484375
	Iteration 9F: 3 clusters Score -3063269 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3064399.500000 Penalty: 3330.484375
	Iteration 10Q: 3 clusters Score -3064400 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3065274.500000 Penalty: 3330.484375
	Iteration 11Q: 3 clusters Score -3065274 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3065801.250000 Penalty: 3330.484375
	Iteration 12Q: 3 clusters Score -3065801 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3066125.750000 Penalty: 3330.484375
	Iteration 13Q: 3 clusters Score -3066126 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3066408.250000 Penalty: 3330.484375
	Iteration 14Q: 3 clusters Score -3066408 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3066639.250000 Penalty: 3330.484375
	Iteration 15Q: 3 clusters Score -3066639 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3066816.750000 Penalty: 3330.484375
	Iteration 16Q: 3 clusters Score -3066817 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3066981.750000 Penalty: 3330.484375
	Iteration 17Q: 3 clusters Score -3066982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3067154.250000 Penalty: 3330.484375
	Iteration 18Q: 3 clusters Score -3067154 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3067296.250000 Penalty: 3330.484375
	Iteration 19Q: 3 clusters Score -3067296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3067423.750000 Penalty: 3330.484375
	Iteration 20F: 3 clusters Score -3067424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3067509.250000 Penalty: 3330.484375
	Iteration 21Q: 3 clusters Score -3067509 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3067583.750000 Penalty: 3330.484375
	Iteration 22Q: 3 clusters Score -3067584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3067638.750000 Penalty: 3330.484375
	Iteration 23Q: 3 clusters Score -3067639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3067695.000000 Penalty: 3330.484375
	Iteration 24Q: 3 clusters Score -3067695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3067745.750000 Penalty: 3330.484375
	Iteration 25Q: 3 clusters Score -3067746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3067788.000000 Penalty: 3330.484375
	Iteration 26Q: 3 clusters Score -3067788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3067814.750000 Penalty: 3330.484375
	Iteration 27Q: 3 clusters Score -3067815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3067825.250000 Penalty: 3330.484375
	Iteration 28Q: 3 clusters Score -3067825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3067853.250000 Penalty: 3330.484375
	Iteration 29Q: 3 clusters Score -3067853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3067862.500000 Penalty: 3330.484375
	Iteration 30Q: 3 clusters Score -3067862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3067877.500000 Penalty: 3330.484375
	Iteration 31Q: 3 clusters Score -3067878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3067889.500000 Penalty: 3330.484375
	Iteration 32Q: 3 clusters Score -3067890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3067899.750000 Penalty: 3330.484375
	Iteration 33Q: 3 clusters Score -3067900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3067918.750000 Penalty: 3330.484375
	Iteration 34Q: 3 clusters Score -3067919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3067930.000000 Penalty: 3330.484375
	Iteration 35Q: 3 clusters Score -3067930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3067935.500000 Penalty: 3330.484375
	Iteration 36Q: 3 clusters Score -3067936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3067943.750000 Penalty: 3330.484375
	Iteration 37Q: 3 clusters Score -3067944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3067953.250000 Penalty: 3330.484375
	Iteration 38Q: 3 clusters Score -3067953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3067954.750000 Penalty: 3330.484375
	Iteration 39Q: 3 clusters Score -3067955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3067964.250000 Penalty: 3330.484375
	Iteration 40F: 3 clusters Score -3067964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3067964.750000 Penalty: 3330.484375
	Iteration 41Q: 3 clusters Score -3067965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3067967.500000 Penalty: 3330.484375
	Iteration 42Q: 3 clusters Score -3067968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3067967.750000 Penalty: 3330.484375
	Iteration 43Q: 3 clusters Score -3067968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3067964.500000 Penalty: 3330.484375
	Iteration 44Q: 3 clusters Score -3067964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3067967.000000 Penalty: 3330.484375
	Iteration 45Q: 3 clusters Score -3067967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3067967.000000 Penalty: 3330.484375
	Iteration 46F: 3 clusters Score -3067967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -306856.500000 Penalty: 1305.047241
	Iteration 0F: 2 clusters Score -306856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -304063.656250 Penalty: 2610.094482
	Iteration 0F: 3 clusters Score -304063.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -304823.531250 Penalty: 2610.094482
	Iteration 1F: 3 clusters Score -304823.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304971.562500 Penalty: 2610.094482
	Iteration 2F: 3 clusters Score -304971.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -305079.937500 Penalty: 2610.094482
	Iteration 3F: 3 clusters Score -305079.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -305138.656250 Penalty: 2610.094482
	Iteration 4Q: 3 clusters Score -305138.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -305173.625000 Penalty: 2610.094482
	Iteration 5Q: 3 clusters Score -305173.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305198.718750 Penalty: 2610.094482
	Iteration 6Q: 3 clusters Score -305198.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305219.656250 Penalty: 2610.094482
	Iteration 7Q: 3 clusters Score -305219.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -305240.375000 Penalty: 2610.094482
	Iteration 8Q: 3 clusters Score -305240.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -305267.250000 Penalty: 2610.094482
	Iteration 9Q: 3 clusters Score -305267.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -305298.625000 Penalty: 2610.094482
	Iteration 10Q: 3 clusters Score -305298.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305339.843750 Penalty: 2610.094482
	Iteration 11Q: 3 clusters Score -305339.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -305391.937500 Penalty: 2610.094482
	Iteration 12Q: 3 clusters Score -305391.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -305431.937500 Penalty: 2610.094482
	Iteration 13Q: 3 clusters Score -305431.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -305479.937500 Penalty: 2610.094482
	Iteration 14Q: 3 clusters Score -305479.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -305530.062500 Penalty: 2610.094482
	Iteration 15Q: 3 clusters Score -305530.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -305574.937500 Penalty: 2610.094482
	Iteration 16Q: 3 clusters Score -305574.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -305607.187500 Penalty: 2610.094482
	Iteration 17Q: 3 clusters Score -305607.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -305639.531250 Penalty: 2610.094482
	Iteration 18Q: 3 clusters Score -305639.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -305669.468750 Penalty: 2610.094482
	Iteration 19Q: 3 clusters Score -305669.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -305704.406250 Penalty: 2610.094482
	Iteration 20F: 3 clusters Score -305704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -305728.875000 Penalty: 2610.094482
	Iteration 21Q: 3 clusters Score -305728.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -305746.437500 Penalty: 2610.094482
	Iteration 22Q: 3 clusters Score -305746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -305758.531250 Penalty: 2610.094482
	Iteration 23Q: 3 clusters Score -305758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -305773.843750 Penalty: 2610.094482
	Iteration 24Q: 3 clusters Score -305773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -305792.656250 Penalty: 2610.094482
	Iteration 25Q: 3 clusters Score -305792.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -305811.375000 Penalty: 2610.094482
	Iteration 26Q: 3 clusters Score -305811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -305826.906250 Penalty: 2610.094482
	Iteration 27Q: 3 clusters Score -305826.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -305849.281250 Penalty: 2610.094482
	Iteration 28Q: 3 clusters Score -305849.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -305878.812500 Penalty: 2610.094482
	Iteration 29Q: 3 clusters Score -305878.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -305894.187500 Penalty: 2610.094482
	Iteration 30Q: 3 clusters Score -305894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -305914.437500 Penalty: 2610.094482
	Iteration 31Q: 3 clusters Score -305914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -305928.312500 Penalty: 2610.094482
	Iteration 32Q: 3 clusters Score -305928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -305939.093750 Penalty: 2610.094482
	Iteration 33Q: 3 clusters Score -305939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -305949.468750 Penalty: 2610.094482
	Iteration 34Q: 3 clusters Score -305949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -305953.687500 Penalty: 2610.094482
	Iteration 35Q: 3 clusters Score -305953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -305964.562500 Penalty: 2610.094482
	Iteration 36Q: 3 clusters Score -305964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -305972.656250 Penalty: 2610.094482
	Iteration 37Q: 3 clusters Score -305972.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -305983.312500 Penalty: 2610.094482
	Iteration 38Q: 3 clusters Score -305983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -305994.812500 Penalty: 2610.094482
	Iteration 39Q: 3 clusters Score -305994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -306005.468750 Penalty: 2610.094482
	Iteration 40F: 3 clusters Score -306005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -306024.843750 Penalty: 2610.094482
	Iteration 41Q: 3 clusters Score -306024.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -306047.625000 Penalty: 2610.094482
	Iteration 42Q: 3 clusters Score -306047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -306073.312500 Penalty: 2610.094482
	Iteration 43Q: 3 clusters Score -306073.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -306092.812500 Penalty: 2610.094482
	Iteration 44Q: 3 clusters Score -306092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -306101.437500 Penalty: 2610.094482
	Iteration 45Q: 3 clusters Score -306101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -306105.031250 Penalty: 2610.094482
	Iteration 46Q: 3 clusters Score -306105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -306106.500000 Penalty: 2610.094482
	Iteration 47Q: 3 clusters Score -306106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -306106.937500 Penalty: 2610.094482
	Iteration 48Q: 3 clusters Score -306106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -306106.937500 Penalty: 2610.094482
	Iteration 49F: 3 clusters Score -306106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Entering Unmasked Estep 
Score: -2741590.750000 Penalty: 1653.574097
	Iteration 0F: 2 clusters Score -2741591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2723880.000000 Penalty: 3307.148193
	Iteration 0F: 3 clusters Score -2723880 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2730484.250000 Penalty: 3307.148193
	Iteration 1F: 3 clusters Score -2730484 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2730860.500000 Penalty: 3307.148193
	Iteration 2Q: 3 clusters Score -2730860 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2731316.000000 Penalty: 3307.148193
	Iteration 3Q: 3 clusters Score -2731316 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2731830.250000 Penalty: 3307.148193
	Iteration 4Q: 3 clusters Score -2731830 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2732364.000000 Penalty: 3307.148193
	Iteration 5Q: 3 clusters Score -2732364 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2732957.500000 Penalty: 3307.148193
	Iteration 6Q: 3 clusters Score -2732958 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2733551.500000 Penalty: 3307.148193
	Iteration 7Q: 3 clusters Score -2733552 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2734228.000000 Penalty: 3307.148193
	Iteration 8Q: 3 clusters Score -2734228 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2734980.750000 Penalty: 3307.148193
	Iteration 9Q: 3 clusters Score -2734981 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2735632.000000 Penalty: 3307.148193
	Iteration 10Q: 3 clusters Score -2735632 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2735992.250000 Penalty: 3307.148193
	Iteration 11Q: 3 clusters Score -2735992 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2736163.000000 Penalty: 3307.148193
	Iteration 12Q: 3 clusters Score -2736163 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2736257.250000 Penalty: 3307.148193
	Iteration 13Q: 3 clusters Score -2736257 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2736297.500000 Penalty: 3307.148193
	Iteration 14Q: 3 clusters Score -2736298 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2736356.000000 Penalty: 3307.148193
	Iteration 15Q: 3 clusters Score -2736356 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2736387.500000 Penalty: 3307.148193
	Iteration 16Q: 3 clusters Score -2736388 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2736421.500000 Penalty: 3307.148193
	Iteration 17Q: 3 clusters Score -2736422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2736445.250000 Penalty: 3307.148193
	Iteration 18Q: 3 clusters Score -2736445 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2736463.500000 Penalty: 3307.148193
	Iteration 19Q: 3 clusters Score -2736464 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2736485.750000 Penalty: 3307.148193
	Iteration 20F: 3 clusters Score -2736486 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2736513.750000 Penalty: 3307.148193
	Iteration 21Q: 3 clusters Score -2736514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2736537.000000 Penalty: 3307.148193
	Iteration 22Q: 3 clusters Score -2736537 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2736562.500000 Penalty: 3307.148193
	Iteration 23Q: 3 clusters Score -2736562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2736574.750000 Penalty: 3307.148193
	Iteration 24Q: 3 clusters Score -2736575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2736590.000000 Penalty: 3307.148193
	Iteration 25Q: 3 clusters Score -2736590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2736603.500000 Penalty: 3307.148193
	Iteration 26Q: 3 clusters Score -2736604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2736623.500000 Penalty: 3307.148193
	Iteration 27Q: 3 clusters Score -2736624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2736632.500000 Penalty: 3307.148193
	Iteration 28Q: 3 clusters Score -2736632 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2736642.500000 Penalty: 3307.148193
	Iteration 29Q: 3 clusters Score -2736642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2736663.500000 Penalty: 3307.148193
	Iteration 30Q: 3 clusters Score -2736664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2736679.000000 Penalty: 3307.148193
	Iteration 31Q: 3 clusters Score -2736679 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2736681.250000 Penalty: 3307.148193
	Iteration 32Q: 3 clusters Score -2736681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2736685.750000 Penalty: 3307.148193
	Iteration 33Q: 3 clusters Score -2736686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2736705.000000 Penalty: 3307.148193
	Iteration 34Q: 3 clusters Score -2736705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2736727.250000 Penalty: 3307.148193
	Iteration 35Q: 3 clusters Score -2736727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2736733.000000 Penalty: 3307.148193
	Iteration 36Q: 3 clusters Score -2736733 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2736753.250000 Penalty: 3307.148193
	Iteration 37Q: 3 clusters Score -2736753 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2736775.000000 Penalty: 3307.148193
	Iteration 38Q: 3 clusters Score -2736775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2736796.750000 Penalty: 3307.148193
	Iteration 39Q: 3 clusters Score -2736797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2736818.250000 Penalty: 3307.148193
	Iteration 40F: 3 clusters Score -2736818 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2736841.750000 Penalty: 3307.148193
	Iteration 41Q: 3 clusters Score -2736842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2736853.500000 Penalty: 3307.148193
	Iteration 42Q: 3 clusters Score -2736854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2736871.500000 Penalty: 3307.148193
	Iteration 43Q: 3 clusters Score -2736872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2736886.500000 Penalty: 3307.148193
	Iteration 44Q: 3 clusters Score -2736886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2736914.750000 Penalty: 3307.148193
	Iteration 45Q: 3 clusters Score -2736915 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2736952.500000 Penalty: 3307.148193
	Iteration 46Q: 3 clusters Score -2736952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2736974.000000 Penalty: 3307.148193
	Iteration 47Q: 3 clusters Score -2736974 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2737006.000000 Penalty: 3307.148193
	Iteration 48Q: 3 clusters Score -2737006 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2737037.000000 Penalty: 3307.148193
	Iteration 49Q: 3 clusters Score -2737037 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2737069.750000 Penalty: 3307.148193
	Iteration 50Q: 3 clusters Score -2737070 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2737123.250000 Penalty: 3307.148193
	Iteration 51Q: 3 clusters Score -2737123 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2737140.500000 Penalty: 3307.148193
	Iteration 52Q: 3 clusters Score -2737140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2737166.250000 Penalty: 3307.148193
	Iteration 53Q: 3 clusters Score -2737166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2737188.250000 Penalty: 3307.148193
	Iteration 54Q: 3 clusters Score -2737188 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2737216.000000 Penalty: 3307.148193
	Iteration 55Q: 3 clusters Score -2737216 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2737249.500000 Penalty: 3307.148193
	Iteration 56Q: 3 clusters Score -2737250 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2737275.500000 Penalty: 3307.148193
	Iteration 57Q: 3 clusters Score -2737276 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2737311.750000 Penalty: 3307.148193
	Iteration 58Q: 3 clusters Score -2737312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2737331.750000 Penalty: 3307.148193
	Iteration 59Q: 3 clusters Score -2737332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2737362.500000 Penalty: 3307.148193
	Iteration 60F: 3 clusters Score -2737362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2737383.500000 Penalty: 3307.148193
	Iteration 61Q: 3 clusters Score -2737384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2737403.750000 Penalty: 3307.148193
	Iteration 62Q: 3 clusters Score -2737404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2737409.750000 Penalty: 3307.148193
	Iteration 63Q: 3 clusters Score -2737410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2737424.250000 Penalty: 3307.148193
	Iteration 64Q: 3 clusters Score -2737424 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2737460.250000 Penalty: 3307.148193
	Iteration 65Q: 3 clusters Score -2737460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2737492.750000 Penalty: 3307.148193
	Iteration 66Q: 3 clusters Score -2737493 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2737522.000000 Penalty: 3307.148193
	Iteration 67Q: 3 clusters Score -2737522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2737535.500000 Penalty: 3307.148193
	Iteration 68Q: 3 clusters Score -2737536 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2737555.500000 Penalty: 3307.148193
	Iteration 69Q: 3 clusters Score -2737556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2737578.500000 Penalty: 3307.148193
	Iteration 70Q: 3 clusters Score -2737578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2737615.250000 Penalty: 3307.148193
	Iteration 71Q: 3 clusters Score -2737615 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2737646.250000 Penalty: 3307.148193
	Iteration 72Q: 3 clusters Score -2737646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2737675.250000 Penalty: 3307.148193
	Iteration 73Q: 3 clusters Score -2737675 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2737716.500000 Penalty: 3307.148193
	Iteration 74Q: 3 clusters Score -2737716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2737759.500000 Penalty: 3307.148193
	Iteration 75Q: 3 clusters Score -2737760 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2737796.500000 Penalty: 3307.148193
	Iteration 76Q: 3 clusters Score -2737796 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2737845.250000 Penalty: 3307.148193
	Iteration 77Q: 3 clusters Score -2737845 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2737904.750000 Penalty: 3307.148193
	Iteration 78Q: 3 clusters Score -2737905 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2737961.250000 Penalty: 3307.148193
	Iteration 79Q: 3 clusters Score -2737961 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2738018.250000 Penalty: 3307.148193
	Iteration 80F: 3 clusters Score -2738018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2738086.500000 Penalty: 3307.148193
	Iteration 81Q: 3 clusters Score -2738086 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2738158.500000 Penalty: 3307.148193
	Iteration 82Q: 3 clusters Score -2738158 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2738237.750000 Penalty: 3307.148193
	Iteration 83Q: 3 clusters Score -2738238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2738323.000000 Penalty: 3307.148193
	Iteration 84Q: 3 clusters Score -2738323 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2738420.500000 Penalty: 3307.148193
	Iteration 85Q: 3 clusters Score -2738420 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2738516.500000 Penalty: 3307.148193
	Iteration 86Q: 3 clusters Score -2738516 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2738619.750000 Penalty: 3307.148193
	Iteration 87Q: 3 clusters Score -2738620 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2738723.250000 Penalty: 3307.148193
	Iteration 88Q: 3 clusters Score -2738723 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2738836.000000 Penalty: 3307.148193
	Iteration 89Q: 3 clusters Score -2738836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2738972.250000 Penalty: 3307.148193
	Iteration 90Q: 3 clusters Score -2738972 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2739083.000000 Penalty: 3307.148193
	Iteration 91Q: 3 clusters Score -2739083 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2739235.000000 Penalty: 3307.148193
	Iteration 92Q: 3 clusters Score -2739235 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2739399.000000 Penalty: 3307.148193
	Iteration 93Q: 3 clusters Score -2739399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2739576.000000 Penalty: 3307.148193
	Iteration 94Q: 3 clusters Score -2739576 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2739755.750000 Penalty: 3307.148193
	Iteration 95Q: 3 clusters Score -2739756 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2739888.750000 Penalty: 3307.148193
	Iteration 96Q: 3 clusters Score -2739889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2739984.250000 Penalty: 3307.148193
	Iteration 97Q: 3 clusters Score -2739984 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2740057.250000 Penalty: 3307.148193
	Iteration 98Q: 3 clusters Score -2740057 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2740111.750000 Penalty: 3307.148193
	Iteration 99Q: 3 clusters Score -2740112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2740152.500000 Penalty: 3307.148193
	Iteration 100F: 3 clusters Score -2740152 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2740168.250000 Penalty: 3307.148193
	Iteration 101Q: 3 clusters Score -2740168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2740196.000000 Penalty: 3307.148193
	Iteration 102Q: 3 clusters Score -2740196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2740219.500000 Penalty: 3307.148193
	Iteration 103Q: 3 clusters Score -2740220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2740241.000000 Penalty: 3307.148193
	Iteration 104Q: 3 clusters Score -2740241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2740255.750000 Penalty: 3307.148193
	Iteration 105Q: 3 clusters Score -2740256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2740260.000000 Penalty: 3307.148193
	Iteration 106Q: 3 clusters Score -2740260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2740262.750000 Penalty: 3307.148193
	Iteration 107Q: 3 clusters Score -2740263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2740268.250000 Penalty: 3307.148193
	Iteration 108Q: 3 clusters Score -2740268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2740268.750000 Penalty: 3307.148193
	Iteration 109Q: 3 clusters Score -2740269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2740275.250000 Penalty: 3307.148193
	Iteration 110Q: 3 clusters Score -2740275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2740277.000000 Penalty: 3307.148193
	Iteration 111Q: 3 clusters Score -2740277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2740284.750000 Penalty: 3307.148193
	Iteration 112Q: 3 clusters Score -2740285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2740285.000000 Penalty: 3307.148193
	Iteration 113Q: 3 clusters Score -2740285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -2740288.250000 Penalty: 3307.148193
	Iteration 114Q: 3 clusters Score -2740288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2740293.000000 Penalty: 3307.148193
	Iteration 115Q: 3 clusters Score -2740293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2740291.750000 Penalty: 3307.148193
	Iteration 116Q: 3 clusters Score -2740292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2740291.500000 Penalty: 3307.148193
	Iteration 117Q: 3 clusters Score -2740292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2740292.500000 Penalty: 3307.148193
	Iteration 118Q: 3 clusters Score -2740292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2740292.500000 Penalty: 3307.148193
	Iteration 119F: 3 clusters Score -2740292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (279138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279138 members 
Entering Unmasked Estep 
Score: -29612614.000000 Penalty: 2037.662476
	Iteration 0F: 2 clusters Score -2.961261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139799 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -29438332.000000 Penalty: 4075.324951
	Iteration 0F: 3 clusters Score -2.943833e+07 nChanged 136086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 135477 members 
Entering Unmasked Estep 
Score: -29520034.000000 Penalty: 4075.324951
	Iteration 1F: 3 clusters Score -2.952003e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 132496 members 
Entering Unmasked Estep 
Score: -29521336.000000 Penalty: 4075.324951
	Iteration 2Q: 3 clusters Score -2.952134e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151504 members 
Mstep: Class 2 contains 127634 members 
Entering Unmasked Estep 
Score: -29522950.000000 Penalty: 4075.324951
	Iteration 3Q: 3 clusters Score -2.952295e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158687 members 
Mstep: Class 2 contains 120451 members 
Entering Unmasked Estep 
Score: -29525398.000000 Penalty: 4075.324951
	Iteration 4Q: 3 clusters Score -2.95254e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -29529978.000000 Penalty: 4075.324951
	Iteration 5Q: 3 clusters Score -2.952998e+07 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182153 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -29538032.000000 Penalty: 4075.324951
	Iteration 6F: 3 clusters Score -2.953803e+07 nChanged 18635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198136 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -29550414.000000 Penalty: 4075.324951
	Iteration 7F: 3 clusters Score -2.955041e+07 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213330 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -29564710.000000 Penalty: 4075.324951
	Iteration 8F: 3 clusters Score -2.956471e+07 nChanged 16681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224325 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -29578038.000000 Penalty: 4075.324951
	Iteration 9F: 3 clusters Score -2.957804e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229979 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -29586984.000000 Penalty: 4075.324951
	Iteration 10Q: 3 clusters Score -2.958698e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232533 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -29591162.000000 Penalty: 4075.324951
	Iteration 11Q: 3 clusters Score -2.959116e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234167 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -29593430.000000 Penalty: 4075.324951
	Iteration 12Q: 3 clusters Score -2.959343e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235584 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -29595376.000000 Penalty: 4075.324951
	Iteration 13Q: 3 clusters Score -2.959538e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236830 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -29596758.000000 Penalty: 4075.324951
	Iteration 14Q: 3 clusters Score -2.959676e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237936 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -29598136.000000 Penalty: 4075.324951
	Iteration 15Q: 3 clusters Score -2.959814e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238915 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -29599544.000000 Penalty: 4075.324951
	Iteration 16Q: 3 clusters Score -2.959954e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239721 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -29601010.000000 Penalty: 4075.324951
	Iteration 17Q: 3 clusters Score -2.960101e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240268 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -29602206.000000 Penalty: 4075.324951
	Iteration 18Q: 3 clusters Score -2.960221e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240675 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -29603144.000000 Penalty: 4075.324951
	Iteration 19Q: 3 clusters Score -2.960314e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240916 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -29603762.000000 Penalty: 4075.324951
	Iteration 20F: 3 clusters Score -2.960376e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240955 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -29604528.000000 Penalty: 4075.324951
	Iteration 21Q: 3 clusters Score -2.960453e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240863 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -29604772.000000 Penalty: 4075.324951
	Iteration 22Q: 3 clusters Score -2.960477e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240584 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -29605038.000000 Penalty: 4075.324951
	Iteration 23Q: 3 clusters Score -2.960504e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240172 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -29605168.000000 Penalty: 4075.324951
	Iteration 24Q: 3 clusters Score -2.960517e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239730 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -29605426.000000 Penalty: 4075.324951
	Iteration 25Q: 3 clusters Score -2.960543e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239282 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -29605504.000000 Penalty: 4075.324951
	Iteration 26Q: 3 clusters Score -2.96055e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238818 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -29605642.000000 Penalty: 4075.324951
	Iteration 27Q: 3 clusters Score -2.960564e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238289 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -29605616.000000 Penalty: 4075.324951
	Iteration 28Q: 3 clusters Score -2.960562e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237752 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -29605598.000000 Penalty: 4075.324951
	Iteration 29Q: 3 clusters Score -2.96056e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237197 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -29605684.000000 Penalty: 4075.324951
	Iteration 30Q: 3 clusters Score -2.960568e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236639 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -29605740.000000 Penalty: 4075.324951
	Iteration 31Q: 3 clusters Score -2.960574e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236088 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -29605632.000000 Penalty: 4075.324951
	Iteration 32Q: 3 clusters Score -2.960563e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235552 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -29605472.000000 Penalty: 4075.324951
	Iteration 33Q: 3 clusters Score -2.960547e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235014 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -29605450.000000 Penalty: 4075.324951
	Iteration 34Q: 3 clusters Score -2.960545e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -29605346.000000 Penalty: 4075.324951
	Iteration 35Q: 3 clusters Score -2.960535e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233783 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -29605224.000000 Penalty: 4075.324951
	Iteration 36Q: 3 clusters Score -2.960522e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233085 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -29605030.000000 Penalty: 4075.324951
	Iteration 37Q: 3 clusters Score -2.960503e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232300 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -29604900.000000 Penalty: 4075.324951
	Iteration 38Q: 3 clusters Score -2.96049e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231492 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -29604786.000000 Penalty: 4075.324951
	Iteration 39Q: 3 clusters Score -2.960479e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230633 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -29604648.000000 Penalty: 4075.324951
	Iteration 40F: 3 clusters Score -2.960465e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229777 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -29604432.000000 Penalty: 4075.324951
	Iteration 41Q: 3 clusters Score -2.960443e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228898 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -29604236.000000 Penalty: 4075.324951
	Iteration 42Q: 3 clusters Score -2.960424e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227961 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -29604004.000000 Penalty: 4075.324951
	Iteration 43Q: 3 clusters Score -2.9604e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226871 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -29603892.000000 Penalty: 4075.324951
	Iteration 44Q: 3 clusters Score -2.960389e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225683 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -29603750.000000 Penalty: 4075.324951
	Iteration 45Q: 3 clusters Score -2.960375e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224454 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -29603568.000000 Penalty: 4075.324951
	Iteration 46Q: 3 clusters Score -2.960357e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223171 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -29603332.000000 Penalty: 4075.324951
	Iteration 47Q: 3 clusters Score -2.960333e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221867 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -29603148.000000 Penalty: 4075.324951
	Iteration 48Q: 3 clusters Score -2.960315e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220363 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -29603058.000000 Penalty: 4075.324951
	Iteration 49Q: 3 clusters Score -2.960306e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218717 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -29602944.000000 Penalty: 4075.324951
	Iteration 50Q: 3 clusters Score -2.960294e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217020 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -29602662.000000 Penalty: 4075.324951
	Iteration 51Q: 3 clusters Score -2.960266e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215230 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -29602462.000000 Penalty: 4075.324951
	Iteration 52Q: 3 clusters Score -2.960246e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213279 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -29602286.000000 Penalty: 4075.324951
	Iteration 53Q: 3 clusters Score -2.960229e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211214 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -29601934.000000 Penalty: 4075.324951
	Iteration 54Q: 3 clusters Score -2.960193e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209017 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -29601540.000000 Penalty: 4075.324951
	Iteration 55Q: 3 clusters Score -2.960154e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206748 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -29601276.000000 Penalty: 4075.324951
	Iteration 56Q: 3 clusters Score -2.960128e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204299 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -29601074.000000 Penalty: 4075.324951
	Iteration 57Q: 3 clusters Score -2.960107e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201715 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -29600606.000000 Penalty: 4075.324951
	Iteration 58Q: 3 clusters Score -2.960061e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198996 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -29600376.000000 Penalty: 4075.324951
	Iteration 59Q: 3 clusters Score -2.960038e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196147 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -29600294.000000 Penalty: 4075.324951
	Iteration 60F: 3 clusters Score -2.960029e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193309 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -29600200.000000 Penalty: 4075.324951
	Iteration 61Q: 3 clusters Score -2.96002e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190399 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -29600190.000000 Penalty: 4075.324951
	Iteration 62Q: 3 clusters Score -2.960019e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187312 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -29600168.000000 Penalty: 4075.324951
	Iteration 63Q: 3 clusters Score -2.960017e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -29600088.000000 Penalty: 4075.324951
	Iteration 64Q: 3 clusters Score -2.960009e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181009 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -29600078.000000 Penalty: 4075.324951
	Iteration 65Q: 3 clusters Score -2.960008e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -29600158.000000 Penalty: 4075.324951
	Iteration 66Q: 3 clusters Score -2.960016e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -29599844.000000 Penalty: 4075.324951
	Iteration 67Q: 3 clusters Score -2.959984e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -29599794.000000 Penalty: 4075.324951
	Iteration 68Q: 3 clusters Score -2.959979e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168240 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -29599872.000000 Penalty: 4075.324951
	Iteration 69Q: 3 clusters Score -2.959987e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -29599964.000000 Penalty: 4075.324951
	Iteration 70Q: 3 clusters Score -2.959996e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -29600182.000000 Penalty: 4075.324951
	Iteration 71Q: 3 clusters Score -2.960018e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 121022 members 
Entering Unmasked Estep 
Score: -29600622.000000 Penalty: 4075.324951
	Iteration 72Q: 3 clusters Score -2.960062e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -29601082.000000 Penalty: 4075.324951
	Iteration 73Q: 3 clusters Score -2.960108e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -29601410.000000 Penalty: 4075.324951
	Iteration 74Q: 3 clusters Score -2.960141e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -29601576.000000 Penalty: 4075.324951
	Iteration 75Q: 3 clusters Score -2.960158e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 130119 members 
Entering Unmasked Estep 
Score: -29601756.000000 Penalty: 4075.324951
	Iteration 76Q: 3 clusters Score -2.960176e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -29601934.000000 Penalty: 4075.324951
	Iteration 77Q: 3 clusters Score -2.960193e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -29601898.000000 Penalty: 4075.324951
	Iteration 78Q: 3 clusters Score -2.96019e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 133955 members 
Entering Unmasked Estep 
Score: -29601928.000000 Penalty: 4075.324951
	Iteration 79Q: 3 clusters Score -2.960193e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -29601968.000000 Penalty: 4075.324951
	Iteration 80F: 3 clusters Score -2.960197e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -29602104.000000 Penalty: 4075.324951
	Iteration 81Q: 3 clusters Score -2.96021e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 136998 members 
Entering Unmasked Estep 
Score: -29602182.000000 Penalty: 4075.324951
	Iteration 82Q: 3 clusters Score -2.960218e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141190 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -29602240.000000 Penalty: 4075.324951
	Iteration 83Q: 3 clusters Score -2.960224e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -29602248.000000 Penalty: 4075.324951
	Iteration 84Q: 3 clusters Score -2.960225e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139369 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -29602274.000000 Penalty: 4075.324951
	Iteration 85Q: 3 clusters Score -2.960227e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138536 members 
Mstep: Class 2 contains 140602 members 
Entering Unmasked Estep 
Score: -29602332.000000 Penalty: 4075.324951
	Iteration 86Q: 3 clusters Score -2.960233e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -29602314.000000 Penalty: 4075.324951
	Iteration 87Q: 3 clusters Score -2.960231e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -29602360.000000 Penalty: 4075.324951
	Iteration 88Q: 3 clusters Score -2.960236e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136753 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -29602410.000000 Penalty: 4075.324951
	Iteration 89Q: 3 clusters Score -2.960241e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136398 members 
Mstep: Class 2 contains 142740 members 
Entering Unmasked Estep 
Score: -29602438.000000 Penalty: 4075.324951
	Iteration 90Q: 3 clusters Score -2.960244e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -29602444.000000 Penalty: 4075.324951
	Iteration 91Q: 3 clusters Score -2.960244e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135977 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -29602494.000000 Penalty: 4075.324951
	Iteration 92Q: 3 clusters Score -2.960249e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135864 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -29602486.000000 Penalty: 4075.324951
	Iteration 93Q: 3 clusters Score -2.960249e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -29602524.000000 Penalty: 4075.324951
	Iteration 94Q: 3 clusters Score -2.960252e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -29602472.000000 Penalty: 4075.324951
	Iteration 95Q: 3 clusters Score -2.960247e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 143521 members 
Entering Unmasked Estep 
Score: -29602496.000000 Penalty: 4075.324951
	Iteration 96Q: 3 clusters Score -2.96025e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135593 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -29602464.000000 Penalty: 4075.324951
	Iteration 97Q: 3 clusters Score -2.960246e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135556 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -29602470.000000 Penalty: 4075.324951
	Iteration 98Q: 3 clusters Score -2.960247e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135524 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -29602482.000000 Penalty: 4075.324951
	Iteration 99Q: 3 clusters Score -2.960248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135493 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -29602516.000000 Penalty: 4075.324951
	Iteration 100F: 3 clusters Score -2.960252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 143667 members 
Entering Unmasked Estep 
Score: -29602504.000000 Penalty: 4075.324951
	Iteration 101Q: 3 clusters Score -2.96025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135455 members 
Mstep: Class 2 contains 143683 members 
Entering Unmasked Estep 
Score: -29602484.000000 Penalty: 4075.324951
	Iteration 102Q: 3 clusters Score -2.960248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -29602472.000000 Penalty: 4075.324951
	Iteration 103Q: 3 clusters Score -2.960247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -29602470.000000 Penalty: 4075.324951
	Iteration 104Q: 3 clusters Score -2.960247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 143742 members 
Entering Unmasked Estep 
Score: -29602464.000000 Penalty: 4075.324951
	Iteration 105Q: 3 clusters Score -2.960246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -29602460.000000 Penalty: 4075.324951
	Iteration 106Q: 3 clusters Score -2.960246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135370 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -29602468.000000 Penalty: 4075.324951
	Iteration 107Q: 3 clusters Score -2.960247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -29602456.000000 Penalty: 4075.324951
	Iteration 108Q: 3 clusters Score -2.960246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -29602456.000000 Penalty: 4075.324951
	Iteration 109Q: 3 clusters Score -2.960246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -29602476.000000 Penalty: 4075.324951
	Iteration 110Q: 3 clusters Score -2.960248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135332 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -29602468.000000 Penalty: 4075.324951
	Iteration 111Q: 3 clusters Score -2.960247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -29602464.000000 Penalty: 4075.324951
	Iteration 112Q: 3 clusters Score -2.960246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -29602480.000000 Penalty: 4075.324951
	Iteration 113Q: 3 clusters Score -2.960248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135310 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -29602490.000000 Penalty: 4075.324951
	Iteration 114Q: 3 clusters Score -2.960249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -29602502.000000 Penalty: 4075.324951
	Iteration 115Q: 3 clusters Score -2.96025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135315 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -29602498.000000 Penalty: 4075.324951
	Iteration 116Q: 3 clusters Score -2.96025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -29602504.000000 Penalty: 4075.324951
	Iteration 117Q: 3 clusters Score -2.96025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -29602514.000000 Penalty: 4075.324951
	Iteration 118Q: 3 clusters Score -2.960251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -29602540.000000 Penalty: 4075.324951
	Iteration 119Q: 3 clusters Score -2.960254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -29602520.000000 Penalty: 4075.324951
	Iteration 120F: 3 clusters Score -2.960252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135327 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -29602512.000000 Penalty: 4075.324951
	Iteration 121Q: 3 clusters Score -2.960251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -29602508.000000 Penalty: 4075.324951
	Iteration 122Q: 3 clusters Score -2.960251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -29602520.000000 Penalty: 4075.324951
	Iteration 123Q: 3 clusters Score -2.960252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135316 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -29602518.000000 Penalty: 4075.324951
	Iteration 124Q: 3 clusters Score -2.960252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -29602526.000000 Penalty: 4075.324951
	Iteration 125Q: 3 clusters Score -2.960253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -29602528.000000 Penalty: 4075.324951
	Iteration 126Q: 3 clusters Score -2.960253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 143830 members 
Entering Unmasked Estep 
Score: -29602536.000000 Penalty: 4075.324951
	Iteration 127Q: 3 clusters Score -2.960254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135308 members 
Mstep: Class 2 contains 143830 members 
Entering Unmasked Estep 
Score: -29602514.000000 Penalty: 4075.324951
	Iteration 128Q: 3 clusters Score -2.960251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -29602522.000000 Penalty: 4075.324951
	Iteration 129Q: 3 clusters Score -2.960252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -29602528.000000 Penalty: 4075.324951
	Iteration 130Q: 3 clusters Score -2.960253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -29602504.000000 Penalty: 4075.324951
	Iteration 131Q: 3 clusters Score -2.96025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -29602514.000000 Penalty: 4075.324951
	Iteration 132Q: 3 clusters Score -2.960251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -29602512.000000 Penalty: 4075.324951
	Iteration 133Q: 3 clusters Score -2.960251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -29602502.000000 Penalty: 4075.324951
	Iteration 134Q: 3 clusters Score -2.96025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -29602506.000000 Penalty: 4075.324951
	Iteration 135Q: 3 clusters Score -2.960251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -29602500.000000 Penalty: 4075.324951
	Iteration 136Q: 3 clusters Score -2.96025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -29602508.000000 Penalty: 4075.324951
	Iteration 137Q: 3 clusters Score -2.960251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -29602504.000000 Penalty: 4075.324951
	Iteration 138Q: 3 clusters Score -2.96025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -29602502.000000 Penalty: 4075.324951
	Iteration 139Q: 3 clusters Score -2.96025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -29602494.000000 Penalty: 4075.324951
	Iteration 140F: 3 clusters Score -2.960249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -29602490.000000 Penalty: 4075.324951
	Iteration 141Q: 3 clusters Score -2.960249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 143824 members 
Entering Unmasked Estep 
Score: -29602482.000000 Penalty: 4075.324951
	Iteration 142Q: 3 clusters Score -2.960248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135326 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -29602480.000000 Penalty: 4075.324951
	Iteration 143Q: 3 clusters Score -2.960248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -29602476.000000 Penalty: 4075.324951
	Iteration 144Q: 3 clusters Score -2.960248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 143809 members 
Entering Unmasked Estep 
Score: -29602472.000000 Penalty: 4075.324951
	Iteration 145Q: 3 clusters Score -2.960247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135327 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -29602482.000000 Penalty: 4075.324951
	Iteration 146Q: 3 clusters Score -2.960248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135327 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -29602488.000000 Penalty: 4075.324951
	Iteration 147Q: 3 clusters Score -2.960249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -29602486.000000 Penalty: 4075.324951
	Iteration 148Q: 3 clusters Score -2.960249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -29602484.000000 Penalty: 4075.324951
	Iteration 149Q: 3 clusters Score -2.960248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -29602498.000000 Penalty: 4075.324951
	Iteration 150Q: 3 clusters Score -2.96025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -29602496.000000 Penalty: 4075.324951
	Iteration 151Q: 3 clusters Score -2.96025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -29602500.000000 Penalty: 4075.324951
	Iteration 152Q: 3 clusters Score -2.96025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -29602494.000000 Penalty: 4075.324951
	Iteration 153Q: 3 clusters Score -2.960249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -29602496.000000 Penalty: 4075.324951
	Iteration 154Q: 3 clusters Score -2.96025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -29602506.000000 Penalty: 4075.324951
	Iteration 155Q: 3 clusters Score -2.960251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -29602496.000000 Penalty: 4075.324951
	Iteration 156Q: 3 clusters Score -2.96025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -29602494.000000 Penalty: 4075.324951
	Iteration 157Q: 3 clusters Score -2.960249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.96025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -29602500.000000 Penalty: 4075.324951
	Iteration 159F: 3 clusters Score -2.96025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -1313566.500000 Penalty: 1527.131592
	Iteration 0F: 2 clusters Score -1313566 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 6056 members 
Entering Unmasked Estep 
Score: -1305099.250000 Penalty: 3054.263184
	Iteration 0F: 3 clusters Score -1305099 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1308121.125000 Penalty: 3054.263184
	Iteration 1F: 3 clusters Score -1308121 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1308530 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1309017.750000 Penalty: 3054.263184
	Iteration 3F: 3 clusters Score -1309018 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1309567.750000 Penalty: 3054.263184
	Iteration 4F: 3 clusters Score -1309568 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1310148.625000 Penalty: 3054.263184
	Iteration 5F: 3 clusters Score -1310149 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1310790.250000 Penalty: 3054.263184
	Iteration 6F: 3 clusters Score -1310790 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1311358.500000 Penalty: 3054.263184
	Iteration 7F: 3 clusters Score -1311358 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1311785.375000 Penalty: 3054.263184
	Iteration 8Q: 3 clusters Score -1311785 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1312063.500000 Penalty: 3054.263184
	Iteration 9Q: 3 clusters Score -1312064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1312235.125000 Penalty: 3054.263184
	Iteration 10Q: 3 clusters Score -1312235 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1312338.250000 Penalty: 3054.263184
	Iteration 11Q: 3 clusters Score -1312338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1312405.625000 Penalty: 3054.263184
	Iteration 12Q: 3 clusters Score -1312406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1312453.375000 Penalty: 3054.263184
	Iteration 13Q: 3 clusters Score -1312453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1312485.000000 Penalty: 3054.263184
	Iteration 14Q: 3 clusters Score -1312485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1312515.875000 Penalty: 3054.263184
	Iteration 15Q: 3 clusters Score -1312516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1312553.250000 Penalty: 3054.263184
	Iteration 16Q: 3 clusters Score -1312553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1312579.625000 Penalty: 3054.263184
	Iteration 17Q: 3 clusters Score -1312580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1312611.000000 Penalty: 3054.263184
	Iteration 18Q: 3 clusters Score -1312611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1312633.375000 Penalty: 3054.263184
	Iteration 19Q: 3 clusters Score -1312633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1312649.875000 Penalty: 3054.263184
	Iteration 20F: 3 clusters Score -1312650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1312664.250000 Penalty: 3054.263184
	Iteration 21Q: 3 clusters Score -1312664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1312682.500000 Penalty: 3054.263184
	Iteration 22Q: 3 clusters Score -1312682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1312692.875000 Penalty: 3054.263184
	Iteration 23Q: 3 clusters Score -1312693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1312701.625000 Penalty: 3054.263184
	Iteration 24Q: 3 clusters Score -1312702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1312707.875000 Penalty: 3054.263184
	Iteration 25Q: 3 clusters Score -1312708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1312714.000000 Penalty: 3054.263184
	Iteration 26Q: 3 clusters Score -1312714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1312719.375000 Penalty: 3054.263184
	Iteration 27Q: 3 clusters Score -1312719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1312720.250000 Penalty: 3054.263184
	Iteration 28Q: 3 clusters Score -1312720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1312722.125000 Penalty: 3054.263184
	Iteration 29Q: 3 clusters Score -1312722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1312727.750000 Penalty: 3054.263184
	Iteration 30Q: 3 clusters Score -1312728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1312734.000000 Penalty: 3054.263184
	Iteration 31Q: 3 clusters Score -1312734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1312739.250000 Penalty: 3054.263184
	Iteration 32Q: 3 clusters Score -1312739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1312744.750000 Penalty: 3054.263184
	Iteration 33Q: 3 clusters Score -1312745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1312747.875000 Penalty: 3054.263184
	Iteration 34Q: 3 clusters Score -1312748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1312753.125000 Penalty: 3054.263184
	Iteration 35Q: 3 clusters Score -1312753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1312753.875000 Penalty: 3054.263184
	Iteration 36Q: 3 clusters Score -1312754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1312753.750000 Penalty: 3054.263184
	Iteration 37Q: 3 clusters Score -1312754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1312757.750000 Penalty: 3054.263184
	Iteration 38Q: 3 clusters Score -1312758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1312761.000000 Penalty: 3054.263184
	Iteration 39Q: 3 clusters Score -1312761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1312765.125000 Penalty: 3054.263184
	Iteration 40F: 3 clusters Score -1312765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1312764.875000 Penalty: 3054.263184
	Iteration 41Q: 3 clusters Score -1312765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1312769.500000 Penalty: 3054.263184
	Iteration 42Q: 3 clusters Score -1312770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1312772.000000 Penalty: 3054.263184
	Iteration 43Q: 3 clusters Score -1312772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1312771.875000 Penalty: 3054.263184
	Iteration 44Q: 3 clusters Score -1312772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1312774.500000 Penalty: 3054.263184
	Iteration 45Q: 3 clusters Score -1312774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1312780.000000 Penalty: 3054.263184
	Iteration 46Q: 3 clusters Score -1312780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1312779.875000 Penalty: 3054.263184
	Iteration 47Q: 3 clusters Score -1312780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1312780.250000 Penalty: 3054.263184
	Iteration 48Q: 3 clusters Score -1312780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1312783.125000 Penalty: 3054.263184
	Iteration 49Q: 3 clusters Score -1312783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1312785.000000 Penalty: 3054.263184
	Iteration 50Q: 3 clusters Score -1312785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1312783.250000 Penalty: 3054.263184
	Iteration 51Q: 3 clusters Score -1312783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1312789.000000 Penalty: 3054.263184
	Iteration 52Q: 3 clusters Score -1312789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1312791.125000 Penalty: 3054.263184
	Iteration 53Q: 3 clusters Score -1312791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1312794.750000 Penalty: 3054.263184
	Iteration 54Q: 3 clusters Score -1312795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1312796.500000 Penalty: 3054.263184
	Iteration 55Q: 3 clusters Score -1312796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1312795.500000 Penalty: 3054.263184
	Iteration 56Q: 3 clusters Score -1312796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1312797.250000 Penalty: 3054.263184
	Iteration 57Q: 3 clusters Score -1312797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1312800.500000 Penalty: 3054.263184
	Iteration 58Q: 3 clusters Score -1312800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1312799.375000 Penalty: 3054.263184
	Iteration 59Q: 3 clusters Score -1312799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1312800.500000 Penalty: 3054.263184
	Iteration 60F: 3 clusters Score -1312800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1312801.500000 Penalty: 3054.263184
	Iteration 61Q: 3 clusters Score -1312802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1312800.750000 Penalty: 3054.263184
	Iteration 62Q: 3 clusters Score -1312801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1312801.750000 Penalty: 3054.263184
	Iteration 63Q: 3 clusters Score -1312802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1312805.125000 Penalty: 3054.263184
	Iteration 64Q: 3 clusters Score -1312805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1312811.250000 Penalty: 3054.263184
	Iteration 65Q: 3 clusters Score -1312811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1312812.000000 Penalty: 3054.263184
	Iteration 66Q: 3 clusters Score -1312812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1312813.250000 Penalty: 3054.263184
	Iteration 67Q: 3 clusters Score -1312813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1312817.750000 Penalty: 3054.263184
	Iteration 68Q: 3 clusters Score -1312818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1312819.375000 Penalty: 3054.263184
	Iteration 69Q: 3 clusters Score -1312819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1312823.750000 Penalty: 3054.263184
	Iteration 70Q: 3 clusters Score -1312824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1312825.875000 Penalty: 3054.263184
	Iteration 71Q: 3 clusters Score -1312826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1312824.000000 Penalty: 3054.263184
	Iteration 72Q: 3 clusters Score -1312824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1312824.125000 Penalty: 3054.263184
	Iteration 73Q: 3 clusters Score -1312824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1312826.750000 Penalty: 3054.263184
	Iteration 74Q: 3 clusters Score -1312827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1312828.000000 Penalty: 3054.263184
	Iteration 75Q: 3 clusters Score -1312828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1312828.000000 Penalty: 3054.263184
	Iteration 76F: 3 clusters Score -1312828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -406067.781250 Penalty: 1354.351685
	Iteration 0F: 2 clusters Score -406067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -402607.718750 Penalty: 2708.703369
	Iteration 0F: 3 clusters Score -402607.7 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -403512.281250 Penalty: 2708.703369
	Iteration 1F: 3 clusters Score -403512.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -403664.875000 Penalty: 2708.703369
	Iteration 2F: 3 clusters Score -403664.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -403782.468750 Penalty: 2708.703369
	Iteration 3F: 3 clusters Score -403782.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -403886.593750 Penalty: 2708.703369
	Iteration 4Q: 3 clusters Score -403886.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -403997.500000 Penalty: 2708.703369
	Iteration 5Q: 3 clusters Score -403997.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -404125.906250 Penalty: 2708.703369
	Iteration 6Q: 3 clusters Score -404125.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -404254.250000 Penalty: 2708.703369
	Iteration 7Q: 3 clusters Score -404254.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -404347.187500 Penalty: 2708.703369
	Iteration 8Q: 3 clusters Score -404347.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -404415.437500 Penalty: 2708.703369
	Iteration 9Q: 3 clusters Score -404415.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -404468.187500 Penalty: 2708.703369
	Iteration 10Q: 3 clusters Score -404468.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -404518.000000 Penalty: 2708.703369
	Iteration 11Q: 3 clusters Score -404518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -404556.375000 Penalty: 2708.703369
	Iteration 12Q: 3 clusters Score -404556.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -404595.968750 Penalty: 2708.703369
	Iteration 13Q: 3 clusters Score -404596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -404626.718750 Penalty: 2708.703369
	Iteration 14Q: 3 clusters Score -404626.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -404654.000000 Penalty: 2708.703369
	Iteration 15Q: 3 clusters Score -404654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -404671.093750 Penalty: 2708.703369
	Iteration 16Q: 3 clusters Score -404671.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -404689.187500 Penalty: 2708.703369
	Iteration 17Q: 3 clusters Score -404689.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -404698.812500 Penalty: 2708.703369
	Iteration 18Q: 3 clusters Score -404698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -404704.687500 Penalty: 2708.703369
	Iteration 19Q: 3 clusters Score -404704.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -404713.250000 Penalty: 2708.703369
	Iteration 20F: 3 clusters Score -404713.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -404720.468750 Penalty: 2708.703369
	Iteration 21Q: 3 clusters Score -404720.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -404730.937500 Penalty: 2708.703369
	Iteration 22Q: 3 clusters Score -404730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -404735.375000 Penalty: 2708.703369
	Iteration 23Q: 3 clusters Score -404735.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -404737.687500 Penalty: 2708.703369
	Iteration 24Q: 3 clusters Score -404737.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -404740.656250 Penalty: 2708.703369
	Iteration 25Q: 3 clusters Score -404740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -404742.718750 Penalty: 2708.703369
	Iteration 26Q: 3 clusters Score -404742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -404746.718750 Penalty: 2708.703369
	Iteration 27Q: 3 clusters Score -404746.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -404750.187500 Penalty: 2708.703369
	Iteration 28Q: 3 clusters Score -404750.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -404754.500000 Penalty: 2708.703369
	Iteration 29Q: 3 clusters Score -404754.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -404759.093750 Penalty: 2708.703369
	Iteration 30Q: 3 clusters Score -404759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -404764.687500 Penalty: 2708.703369
	Iteration 31Q: 3 clusters Score -404764.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -404768.937500 Penalty: 2708.703369
	Iteration 32Q: 3 clusters Score -404768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -404776.343750 Penalty: 2708.703369
	Iteration 33Q: 3 clusters Score -404776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -404784.937500 Penalty: 2708.703369
	Iteration 34Q: 3 clusters Score -404784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -404793.781250 Penalty: 2708.703369
	Iteration 35Q: 3 clusters Score -404793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -404800.968750 Penalty: 2708.703369
	Iteration 36Q: 3 clusters Score -404801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -404809.625000 Penalty: 2708.703369
	Iteration 37Q: 3 clusters Score -404809.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -404817.906250 Penalty: 2708.703369
	Iteration 38Q: 3 clusters Score -404817.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -404823.062500 Penalty: 2708.703369
	Iteration 39Q: 3 clusters Score -404823.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -404830.093750 Penalty: 2708.703369
	Iteration 40F: 3 clusters Score -404830.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -404834.343750 Penalty: 2708.703369
	Iteration 41Q: 3 clusters Score -404834.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -404837.781250 Penalty: 2708.703369
	Iteration 42Q: 3 clusters Score -404837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -404841.156250 Penalty: 2708.703369
	Iteration 43Q: 3 clusters Score -404841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -404845.218750 Penalty: 2708.703369
	Iteration 44Q: 3 clusters Score -404845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -404848.218750 Penalty: 2708.703369
	Iteration 45Q: 3 clusters Score -404848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -404849.500000 Penalty: 2708.703369
	Iteration 46Q: 3 clusters Score -404849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -404849.625000 Penalty: 2708.703369
	Iteration 47Q: 3 clusters Score -404849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -404850.375000 Penalty: 2708.703369
	Iteration 48Q: 3 clusters Score -404850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -404849.812500 Penalty: 2708.703369
	Iteration 49Q: 3 clusters Score -404849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -404851.093750 Penalty: 2708.703369
	Iteration 50Q: 3 clusters Score -404851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -404852.093750 Penalty: 2708.703369
	Iteration 51Q: 3 clusters Score -404852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -404853.031250 Penalty: 2708.703369
	Iteration 52Q: 3 clusters Score -404853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -404855.281250 Penalty: 2708.703369
	Iteration 53Q: 3 clusters Score -404855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -404856.312500 Penalty: 2708.703369
	Iteration 54Q: 3 clusters Score -404856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -404855.562500 Penalty: 2708.703369
	Iteration 55Q: 3 clusters Score -404855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -404856.781250 Penalty: 2708.703369
	Iteration 56Q: 3 clusters Score -404856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -404857.125000 Penalty: 2708.703369
	Iteration 57Q: 3 clusters Score -404857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -404857.000000 Penalty: 2708.703369
	Iteration 58Q: 3 clusters Score -404857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -404857.343750 Penalty: 2708.703369
	Iteration 59Q: 3 clusters Score -404857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -404857.781250 Penalty: 2708.703369
	Iteration 60F: 3 clusters Score -404857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -404858.343750 Penalty: 2708.703369
	Iteration 61Q: 3 clusters Score -404858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -404859.531250 Penalty: 2708.703369
	Iteration 62Q: 3 clusters Score -404859.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -404860.218750 Penalty: 2708.703369
	Iteration 63Q: 3 clusters Score -404860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -404860.906250 Penalty: 2708.703369
	Iteration 64Q: 3 clusters Score -404860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -404861.218750 Penalty: 2708.703369
	Iteration 65Q: 3 clusters Score -404861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -404861.218750 Penalty: 2708.703369
	Iteration 66F: 3 clusters Score -404861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -2369725.500000 Penalty: 1623.149048
	Iteration 0F: 2 clusters Score -2369726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2355006.000000 Penalty: 3246.298096
	Iteration 0F: 3 clusters Score -2355006 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2360326.750000 Penalty: 3246.298096
	Iteration 1F: 3 clusters Score -2360327 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2360693.250000 Penalty: 3246.298096
	Iteration 2Q: 3 clusters Score -2360693 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2361130.500000 Penalty: 3246.298096
	Iteration 3Q: 3 clusters Score -2361130 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2361709.500000 Penalty: 3246.298096
	Iteration 4F: 3 clusters Score -2361710 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2362451.250000 Penalty: 3246.298096
	Iteration 5F: 3 clusters Score -2362451 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2363428.250000 Penalty: 3246.298096
	Iteration 6F: 3 clusters Score -2363428 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2364691.500000 Penalty: 3246.298096
	Iteration 7F: 3 clusters Score -2364692 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2366024.500000 Penalty: 3246.298096
	Iteration 8F: 3 clusters Score -2366024 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2367083.750000 Penalty: 3246.298096
	Iteration 9F: 3 clusters Score -2367084 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2367652.000000 Penalty: 3246.298096
	Iteration 10Q: 3 clusters Score -2367652 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2367879.250000 Penalty: 3246.298096
	Iteration 11Q: 3 clusters Score -2367879 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2367999.750000 Penalty: 3246.298096
	Iteration 12Q: 3 clusters Score -2368000 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2368081.000000 Penalty: 3246.298096
	Iteration 13Q: 3 clusters Score -2368081 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2368140.500000 Penalty: 3246.298096
	Iteration 14Q: 3 clusters Score -2368140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2368179.250000 Penalty: 3246.298096
	Iteration 15Q: 3 clusters Score -2368179 nChanged 113
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: -2368214.250000 Penalty: 3246.298096
	Iteration 16Q: 3 clusters Score -2368214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2368235.500000 Penalty: 3246.298096
	Iteration 17Q: 3 clusters Score -2368236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2368268.250000 Penalty: 3246.298096
	Iteration 18Q: 3 clusters Score -2368268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2368303.750000 Penalty: 3246.298096
	Iteration 19Q: 3 clusters Score -2368304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2368324.750000 Penalty: 3246.298096
	Iteration 20F: 3 clusters Score -2368325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2368344.000000 Penalty: 3246.298096
	Iteration 21Q: 3 clusters Score -2368344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2368356.500000 Penalty: 3246.298096
	Iteration 22Q: 3 clusters Score -2368356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2368377.750000 Penalty: 3246.298096
	Iteration 23Q: 3 clusters Score -2368378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2368389.000000 Penalty: 3246.298096
	Iteration 24Q: 3 clusters Score -2368389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2368402.750000 Penalty: 3246.298096
	Iteration 25Q: 3 clusters Score -2368403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2368409.750000 Penalty: 3246.298096
	Iteration 26Q: 3 clusters Score -2368410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2368418.500000 Penalty: 3246.298096
	Iteration 27Q: 3 clusters Score -2368418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2368424.500000 Penalty: 3246.298096
	Iteration 28Q: 3 clusters Score -2368424 nChanged 31
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: -2368434.750000 Penalty: 3246.298096
	Iteration 29Q: 3 clusters Score -2368435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2368440.500000 Penalty: 3246.298096
	Iteration 30Q: 3 clusters Score -2368440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2368448.250000 Penalty: 3246.298096
	Iteration 31Q: 3 clusters Score -2368448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2368455.250000 Penalty: 3246.298096
	Iteration 32Q: 3 clusters Score -2368455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2368456.500000 Penalty: 3246.298096
	Iteration 33Q: 3 clusters Score -2368456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2368463.750000 Penalty: 3246.298096
	Iteration 34Q: 3 clusters Score -2368464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2368466.000000 Penalty: 3246.298096
	Iteration 35Q: 3 clusters Score -2368466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2368467.250000 Penalty: 3246.298096
	Iteration 36Q: 3 clusters Score -2368467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2368466.000000 Penalty: 3246.298096
	Iteration 37Q: 3 clusters Score -2368466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2368465.250000 Penalty: 3246.298096
	Iteration 38Q: 3 clusters Score -2368465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2368467.750000 Penalty: 3246.298096
	Iteration 39Q: 3 clusters Score -2368468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2368470.000000 Penalty: 3246.298096
	Iteration 40F: 3 clusters Score -2368470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2368471.000000 Penalty: 3246.298096
	Iteration 41Q: 3 clusters Score -2368471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2368471.500000 Penalty: 3246.298096
	Iteration 42Q: 3 clusters Score -2368472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2368473.500000 Penalty: 3246.298096
	Iteration 43Q: 3 clusters Score -2368474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2368477.500000 Penalty: 3246.298096
	Iteration 44Q: 3 clusters Score -2368478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2368474.750000 Penalty: 3246.298096
	Iteration 45Q: 3 clusters Score -2368475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2368478.000000 Penalty: 3246.298096
	Iteration 46Q: 3 clusters Score -2368478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2368476.250000 Penalty: 3246.298096
	Iteration 47Q: 3 clusters Score -2368476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2368481.000000 Penalty: 3246.298096
	Iteration 48Q: 3 clusters Score -2368481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2368482.500000 Penalty: 3246.298096
	Iteration 49Q: 3 clusters Score -2368482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2368485.500000 Penalty: 3246.298096
	Iteration 50Q: 3 clusters Score -2368486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2368487.250000 Penalty: 3246.298096
	Iteration 51Q: 3 clusters Score -2368487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2368488.500000 Penalty: 3246.298096
	Iteration 52Q: 3 clusters Score -2368488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2368490.750000 Penalty: 3246.298096
	Iteration 53Q: 3 clusters Score -2368491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2368489.250000 Penalty: 3246.298096
	Iteration 54Q: 3 clusters Score -2368489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2368490.250000 Penalty: 3246.298096
	Iteration 55Q: 3 clusters Score -2368490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2368489.500000 Penalty: 3246.298096
	Iteration 56Q: 3 clusters Score -2368490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2368489.500000 Penalty: 3246.298096
	Iteration 57F: 3 clusters Score -2368490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Entering Unmasked Estep 
Score: -3132342.250000 Penalty: 1668.627563
	Iteration 0F: 2 clusters Score -3132342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3112863.500000 Penalty: 3337.255127
	Iteration 0F: 3 clusters Score -3112864 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3120481.000000 Penalty: 3337.255127
	Iteration 1F: 3 clusters Score -3120481 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3121007.000000 Penalty: 3337.255127
	Iteration 2Q: 3 clusters Score -3121007 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3121662.000000 Penalty: 3337.255127
	Iteration 3Q: 3 clusters Score -3121662 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3122485.250000 Penalty: 3337.255127
	Iteration 4F: 3 clusters Score -3122485 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3123662.250000 Penalty: 3337.255127
	Iteration 5F: 3 clusters Score -3123662 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3125336.250000 Penalty: 3337.255127
	Iteration 6F: 3 clusters Score -3125336 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3127214.250000 Penalty: 3337.255127
	Iteration 7F: 3 clusters Score -3127214 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3128719.500000 Penalty: 3337.255127
	Iteration 8F: 3 clusters Score -3128720 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3129595.750000 Penalty: 3337.255127
	Iteration 9Q: 3 clusters Score -3129596 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3130016.000000 Penalty: 3337.255127
	Iteration 10Q: 3 clusters Score -3130016 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3130218.750000 Penalty: 3337.255127
	Iteration 11Q: 3 clusters Score -3130219 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3130350.250000 Penalty: 3337.255127
	Iteration 12Q: 3 clusters Score -3130350 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3130477.750000 Penalty: 3337.255127
	Iteration 13Q: 3 clusters Score -3130478 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3130544.500000 Penalty: 3337.255127
	Iteration 14Q: 3 clusters Score -3130544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3130599.000000 Penalty: 3337.255127
	Iteration 15Q: 3 clusters Score -3130599 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3130651.750000 Penalty: 3337.255127
	Iteration 16Q: 3 clusters Score -3130652 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3130691.500000 Penalty: 3337.255127
	Iteration 17Q: 3 clusters Score -3130692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3130724.750000 Penalty: 3337.255127
	Iteration 18Q: 3 clusters Score -3130725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3130763.500000 Penalty: 3337.255127
	Iteration 19Q: 3 clusters Score -3130764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3130786.500000 Penalty: 3337.255127
	Iteration 20F: 3 clusters Score -3130786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3130820.250000 Penalty: 3337.255127
	Iteration 21Q: 3 clusters Score -3130820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3130826.250000 Penalty: 3337.255127
	Iteration 22Q: 3 clusters Score -3130826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3130860.500000 Penalty: 3337.255127
	Iteration 23Q: 3 clusters Score -3130860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3130874.250000 Penalty: 3337.255127
	Iteration 24Q: 3 clusters Score -3130874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3130894.250000 Penalty: 3337.255127
	Iteration 25Q: 3 clusters Score -3130894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3130900.000000 Penalty: 3337.255127
	Iteration 26Q: 3 clusters Score -3130900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3130911.000000 Penalty: 3337.255127
	Iteration 27Q: 3 clusters Score -3130911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3130920.750000 Penalty: 3337.255127
	Iteration 28Q: 3 clusters Score -3130921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3130929.250000 Penalty: 3337.255127
	Iteration 29Q: 3 clusters Score -3130929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3130933.250000 Penalty: 3337.255127
	Iteration 30Q: 3 clusters Score -3130933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3130945.500000 Penalty: 3337.255127
	Iteration 31Q: 3 clusters Score -3130946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3130953.250000 Penalty: 3337.255127
	Iteration 32Q: 3 clusters Score -3130953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3130956.500000 Penalty: 3337.255127
	Iteration 33Q: 3 clusters Score -3130956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3130965.500000 Penalty: 3337.255127
	Iteration 34Q: 3 clusters Score -3130966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3130977.750000 Penalty: 3337.255127
	Iteration 35Q: 3 clusters Score -3130978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3130980.000000 Penalty: 3337.255127
	Iteration 36Q: 3 clusters Score -3130980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3130986.000000 Penalty: 3337.255127
	Iteration 37Q: 3 clusters Score -3130986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3130990.250000 Penalty: 3337.255127
	Iteration 38Q: 3 clusters Score -3130990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3131001.500000 Penalty: 3337.255127
	Iteration 39Q: 3 clusters Score -3131002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3131014.750000 Penalty: 3337.255127
	Iteration 40F: 3 clusters Score -3131015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3131020.000000 Penalty: 3337.255127
	Iteration 41Q: 3 clusters Score -3131020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3131027.500000 Penalty: 3337.255127
	Iteration 42Q: 3 clusters Score -3131028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3131035.500000 Penalty: 3337.255127
	Iteration 43Q: 3 clusters Score -3131036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3131034.000000 Penalty: 3337.255127
	Iteration 44Q: 3 clusters Score -3131034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3131034.000000 Penalty: 3337.255127
	Iteration 45Q: 3 clusters Score -3131034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3131034.750000 Penalty: 3337.255127
	Iteration 46Q: 3 clusters Score -3131035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3131039.750000 Penalty: 3337.255127
	Iteration 47Q: 3 clusters Score -3131040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3131038.750000 Penalty: 3337.255127
	Iteration 48Q: 3 clusters Score -3131039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3131042.000000 Penalty: 3337.255127
	Iteration 49Q: 3 clusters Score -3131042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3131043.250000 Penalty: 3337.255127
	Iteration 50Q: 3 clusters Score -3131043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3131043.750000 Penalty: 3337.255127
	Iteration 51Q: 3 clusters Score -3131044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3131043.000000 Penalty: 3337.255127
	Iteration 52Q: 3 clusters Score -3131043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3131041.000000 Penalty: 3337.255127
	Iteration 53Q: 3 clusters Score -3131041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3131047.000000 Penalty: 3337.255127
	Iteration 54Q: 3 clusters Score -3131047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3131049.750000 Penalty: 3337.255127
	Iteration 55Q: 3 clusters Score -3131050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3131048.250000 Penalty: 3337.255127
	Iteration 56Q: 3 clusters Score -3131048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3131051.000000 Penalty: 3337.255127
	Iteration 57Q: 3 clusters Score -3131051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3131045.750000 Penalty: 3337.255127
	Iteration 58Q: 3 clusters Score -3131046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3131045.750000 Penalty: 3337.255127
	Iteration 59F: 3 clusters Score -3131046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 179146 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 52978 members 
Mstep: Class 6 contains 12674 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76209 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45624 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28216 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 279138 members 
Mstep: Class 16 contains 12061 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 21777 members 
Mstep: Class 19 contains 28810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478264.000000 Penalty: 42000.691406
Iteration 479Q: 20 clusters Score -8.447826e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10262 members 
Mstep: Class 3 contains 179159 members 
Mstep: Class 4 contains 16299 members 
Mstep: Class 5 contains 52970 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 76029 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45607 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 28193 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 26267 members 
Mstep: Class 15 contains 279143 members 
Mstep: Class 16 contains 12075 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 21877 members 
Mstep: Class 19 contains 28899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478304.000000 Penalty: 42000.691406
Iteration 480F: 20 clusters Score -8.44783e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 179172 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 52964 members 
Mstep: Class 6 contains 12669 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75875 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45602 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 26274 members 
Mstep: Class 15 contains 279117 members 
Mstep: Class 16 contains 12084 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 21972 members 
Mstep: Class 19 contains 28991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478288.000000 Penalty: 42000.691406
Iteration 481Q: 20 clusters Score -8.447829e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 179135 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 52955 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75724 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 28138 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 26273 members 
Mstep: Class 15 contains 279165 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 22071 members 
Mstep: Class 19 contains 29063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478336.000000 Penalty: 42000.691406
Iteration 482Q: 20 clusters Score -8.447834e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 179153 members 
Mstep: Class 4 contains 16300 members 
Mstep: Class 5 contains 52947 members 
Mstep: Class 6 contains 12661 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75579 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 45592 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 28111 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 26271 members 
Mstep: Class 15 contains 279166 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 22170 members 
Mstep: Class 19 contains 29116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478208.000000 Penalty: 42000.691406
Iteration 483Q: 20 clusters Score -8.447821e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 179193 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 52927 members 
Mstep: Class 6 contains 12661 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75435 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 45576 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 28095 members 
Mstep: Class 13 contains 3083 members 
Mstep: Class 14 contains 26274 members 
Mstep: Class 15 contains 279140 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 29175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478328.000000 Penalty: 42000.691406
Iteration 484Q: 20 clusters Score -8.447833e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 179232 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 52913 members 
Mstep: Class 6 contains 12659 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75308 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 45557 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 28071 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 26280 members 
Mstep: Class 15 contains 279090 members 
Mstep: Class 16 contains 12130 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 22382 members 
Mstep: Class 19 contains 29230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478432.000000 Penalty: 42000.691406
Iteration 485Q: 20 clusters Score -8.447843e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 179268 members 
Mstep: Class 4 contains 16305 members 
Mstep: Class 5 contains 52894 members 
Mstep: Class 6 contains 12660 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75188 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 45549 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 28054 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 26282 members 
Mstep: Class 15 contains 279057 members 
Mstep: Class 16 contains 12139 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 29268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478592.000000 Penalty: 42000.691406
Iteration 486Q: 20 clusters Score -8.447859e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10261 members 
Mstep: Class 3 contains 179312 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 52887 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 75069 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45541 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 28038 members 
Mstep: Class 13 contains 3087 members 
Mstep: Class 14 contains 26276 members 
Mstep: Class 15 contains 279007 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 22583 members 
Mstep: Class 19 contains 29320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478680.000000 Penalty: 42000.691406
Iteration 487Q: 20 clusters Score -8.447868e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 179297 members 
Mstep: Class 4 contains 16312 members 
Mstep: Class 5 contains 52881 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74954 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 28011 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26274 members 
Mstep: Class 15 contains 279020 members 
Mstep: Class 16 contains 12146 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 22686 members 
Mstep: Class 19 contains 29365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478752.000000 Penalty: 42000.691406
Iteration 488Q: 20 clusters Score -8.447875e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 179263 members 
Mstep: Class 4 contains 16310 members 
Mstep: Class 5 contains 52871 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74854 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45535 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 27999 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26275 members 
Mstep: Class 15 contains 279003 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 4149 members 
Mstep: Class 18 contains 22811 members 
Mstep: Class 19 contains 29417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478928.000000 Penalty: 42000.691406
Iteration 489Q: 20 clusters Score -8.447893e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10255 members 
Mstep: Class 3 contains 179230 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 5 contains 52870 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74753 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45520 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 27978 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26273 members 
Mstep: Class 15 contains 279009 members 
Mstep: Class 16 contains 12175 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 22920 members 
Mstep: Class 19 contains 29462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478952.000000 Penalty: 42000.691406
Iteration 490Q: 20 clusters Score -8.447895e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10254 members 
Mstep: Class 3 contains 179190 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 52866 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74648 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45504 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 27964 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 26263 members 
Mstep: Class 15 contains 279010 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 23018 members 
Mstep: Class 19 contains 29528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478944.000000 Penalty: 42000.691406
Iteration 491Q: 20 clusters Score -8.447894e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10251 members 
Mstep: Class 3 contains 179150 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 52863 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74552 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 27944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 26258 members 
Mstep: Class 15 contains 279006 members 
Mstep: Class 16 contains 12211 members 
Mstep: Class 17 contains 4145 members 
Mstep: Class 18 contains 23118 members 
Mstep: Class 19 contains 29596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479016.000000 Penalty: 42000.691406
Iteration 492Q: 20 clusters Score -8.447902e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10247 members 
Mstep: Class 3 contains 179097 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 52866 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74467 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 45489 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 27919 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26258 members 
Mstep: Class 15 contains 278994 members 
Mstep: Class 16 contains 12222 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 23215 members 
Mstep: Class 19 contains 29663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479104.000000 Penalty: 42000.691406
Iteration 493Q: 20 clusters Score -8.44791e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10242 members 
Mstep: Class 3 contains 179036 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 52863 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74399 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45488 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 27905 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26257 members 
Mstep: Class 15 contains 278997 members 
Mstep: Class 16 contains 12227 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 23296 members 
Mstep: Class 19 contains 29723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479088.000000 Penalty: 42000.691406
Iteration 494Q: 20 clusters Score -8.447909e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10242 members 
Mstep: Class 3 contains 178993 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 52851 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74333 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26257 members 
Mstep: Class 15 contains 278962 members 
Mstep: Class 16 contains 12241 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 23383 members 
Mstep: Class 19 contains 29777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479064.000000 Penalty: 42000.691406
Iteration 495Q: 20 clusters Score -8.447906e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10239 members 
Mstep: Class 3 contains 178953 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 52843 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74275 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 27903 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 26258 members 
Mstep: Class 15 contains 278940 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 23462 members 
Mstep: Class 19 contains 29824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479136.000000 Penalty: 42000.691406
Iteration 496Q: 20 clusters Score -8.447914e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10236 members 
Mstep: Class 3 contains 178931 members 
Mstep: Class 4 contains 16325 members 
Mstep: Class 5 contains 52834 members 
Mstep: Class 6 contains 12640 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74216 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 27899 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 278918 members 
Mstep: Class 16 contains 12257 members 
Mstep: Class 17 contains 4140 members 
Mstep: Class 18 contains 23524 members 
Mstep: Class 19 contains 29869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479072.000000 Penalty: 42000.691406
Iteration 497Q: 20 clusters Score -8.447907e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10237 members 
Mstep: Class 3 contains 178902 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 52832 members 
Mstep: Class 6 contains 12639 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74160 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 45506 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 27889 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 26260 members 
Mstep: Class 15 contains 278907 members 
Mstep: Class 16 contains 12264 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 23574 members 
Mstep: Class 19 contains 29907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479112.000000 Penalty: 42000.691406
Iteration 498Q: 20 clusters Score -8.447911e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 178866 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 52823 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74085 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 45518 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 27875 members 
Mstep: Class 13 contains 3093 members 
Mstep: Class 14 contains 26265 members 
Mstep: Class 15 contains 278927 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 23618 members 
Mstep: Class 19 contains 29943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479080.000000 Penalty: 42000.691406
Iteration 499Q: 20 clusters Score -8.447908e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 178848 members 
Mstep: Class 4 contains 16322 members 
Mstep: Class 5 contains 52810 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 74024 members 
Mstep: Class 9 contains 5792 members 
Mstep: Class 10 contains 45530 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 27858 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 26263 members 
Mstep: Class 15 contains 278911 members 
Mstep: Class 16 contains 12286 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 23676 members 
Mstep: Class 19 contains 29990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479096.000000 Penalty: 42000.691406
Iteration 500F: 20 clusters Score -8.44791e+07 nChanged 467
Maximum iterations exceeded
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254667280.000000 Penalty: 45392.660156
20->20 Clusters: Score -254667280.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 40250 members 
Mstep: Class 3 contains 40768 members 
Mstep: Class 4 contains 40249 members 
Mstep: Class 5 contains 40287 members 
Mstep: Class 6 contains 40383 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 40737 members 
Mstep: Class 10 contains 40462 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 40774 members 
Mstep: Class 13 contains 40348 members 
Mstep: Class 14 contains 40417 members 
Mstep: Class 15 contains 40536 members 
Mstep: Class 16 contains 40339 members 
Mstep: Class 17 contains 39971 members 
Mstep: Class 18 contains 40361 members 
Mstep: Class 19 contains 40666 members 
Mstep: Class 20 contains 40507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 853.168579 but Gain 2210.562500
Score: -81889680.000000 Penalty: 42000.691406
Iteration 0F: 20 clusters Score -8.188968e+07 nChanged 766381
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 33983 members 
Mstep: Class 3 contains 37705 members 
Mstep: Class 4 contains 35511 members 
Mstep: Class 5 contains 49237 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 32166 members 
Mstep: Class 8 contains 26980 members 
Mstep: Class 9 contains 46692 members 
Mstep: Class 10 contains 66577 members 
Mstep: Class 11 contains 63893 members 
Mstep: Class 12 contains 36629 members 
Mstep: Class 13 contains 36565 members 
Mstep: Class 14 contains 58501 members 
Mstep: Class 15 contains 68603 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 61520 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 56132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83416728.000000 Penalty: 42000.691406
Iteration 1F: 20 clusters Score -8.341673e+07 nChanged 278452
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 24372 members 
Mstep: Class 3 contains 48261 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 56003 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 32314 members 
Mstep: Class 8 contains 17536 members 
Mstep: Class 9 contains 44068 members 
Mstep: Class 10 contains 57049 members 
Mstep: Class 11 contains 61433 members 
Mstep: Class 12 contains 26118 members 
Mstep: Class 13 contains 41517 members 
Mstep: Class 14 contains 58390 members 
Mstep: Class 15 contains 90383 members 
Mstep: Class 16 contains 22290 members 
Mstep: Class 17 contains 75379 members 
Mstep: Class 18 contains 11262 members 
Mstep: Class 19 contains 79398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83734432.000000 Penalty: 42000.691406
Iteration 2F: 20 clusters Score -8.373443e+07 nChanged 187182
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 18862 members 
Mstep: Class 3 contains 49577 members 
Mstep: Class 4 contains 26086 members 
Mstep: Class 5 contains 56971 members 
Mstep: Class 6 contains 13419 members 
Mstep: Class 7 contains 28837 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 38723 members 
Mstep: Class 10 contains 47036 members 
Mstep: Class 11 contains 65959 members 
Mstep: Class 12 contains 20397 members 
Mstep: Class 13 contains 39499 members 
Mstep: Class 14 contains 57251 members 
Mstep: Class 15 contains 108399 members 
Mstep: Class 16 contains 16445 members 
Mstep: Class 17 contains 94770 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 19 contains 96473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83902280.000000 Penalty: 42000.691406
Iteration 3F: 20 clusters Score -8.390228e+07 nChanged 145323
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 14634 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 24988 members 
Mstep: Class 5 contains 53841 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 23844 members 
Mstep: Class 8 contains 8857 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 11 contains 70043 members 
Mstep: Class 12 contains 15869 members 
Mstep: Class 13 contains 36814 members 
Mstep: Class 14 contains 52665 members 
Mstep: Class 15 contains 126300 members 
Mstep: Class 16 contains 11683 members 
Mstep: Class 17 contains 122978 members 
Mstep: Class 18 contains 3394 members 
Mstep: Class 19 contains 109261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1646.506592 but Gain 2210.562500
Score: -84020936.000000 Penalty: 39790.128906
Iteration 4F: 19 clusters Score -8.402094e+07 nChanged 123671
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 40549 members 
Mstep: Class 4 contains 24850 members 
Mstep: Class 5 contains 49210 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 18321 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 19466 members 
Mstep: Class 10 contains 35526 members 
Mstep: Class 11 contains 71657 members 
Mstep: Class 12 contains 11746 members 
Mstep: Class 13 contains 36122 members 
Mstep: Class 14 contains 45711 members 
Mstep: Class 15 contains 143379 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 157376 members 
Mstep: Class 19 contains 117698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84118760.000000 Penalty: 39790.128906
Iteration 5F: 19 clusters Score -8.411876e+07 nChanged 106979
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 33513 members 
Mstep: Class 4 contains 25342 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 4353 members 
Mstep: Class 9 contains 10984 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 69204 members 
Mstep: Class 12 contains 8043 members 
Mstep: Class 13 contains 37044 members 
Mstep: Class 14 contains 37313 members 
Mstep: Class 15 contains 157311 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 194053 members 
Mstep: Class 19 contains 121716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1915.789917 but Gain 2210.562500
Score: -84194824.000000 Penalty: 37579.566406
Iteration 6F: 18 clusters Score -8.419482e+07 nChanged 98283
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 2 contains 4536 members 
Mstep: Class 3 contains 26872 members 
Mstep: Class 4 contains 26152 members 
Mstep: Class 5 contains 40311 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 3082 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 27721 members 
Mstep: Class 11 contains 65897 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 38250 members 
Mstep: Class 14 contains 28956 members 
Mstep: Class 15 contains 166468 members 
Mstep: Class 16 contains 4274 members 
Mstep: Class 17 contains 230832 members 
Mstep: Class 19 contains 122194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2154.985840 but Gain 2210.562500
Score: -84258344.000000 Penalty: 35369.003906
Iteration 7F: 17 clusters Score -8.425834e+07 nChanged 86066
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 21455 members 
Mstep: Class 4 contains 26376 members 
Mstep: Class 5 contains 36803 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 25255 members 
Mstep: Class 11 contains 63053 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 39203 members 
Mstep: Class 14 contains 21633 members 
Mstep: Class 15 contains 170129 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 262138 members 
Mstep: Class 19 contains 121742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1689.297363 but Gain 2210.562500
Score: -84310080.000000 Penalty: 33158.441406
Iteration 8F: 16 clusters Score -8.431008e+07 nChanged 72110
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 17682 members 
Mstep: Class 4 contains 26423 members 
Mstep: Class 5 contains 34094 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 10 contains 23261 members 
Mstep: Class 11 contains 59943 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 39682 members 
Mstep: Class 14 contains 16174 members 
Mstep: Class 15 contains 171543 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 283577 members 
Mstep: Class 19 contains 122888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1355.702637 but Gain 2210.562500
Score: -84344664.000000 Penalty: 30947.878906
Iteration 9F: 15 clusters Score -8.434466e+07 nChanged 59187
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 26381 members 
Mstep: Class 5 contains 32060 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 39503 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 178037 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 291035 members 
Mstep: Class 19 contains 125838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1682.912231 but Gain 2210.562500
Score: -84366936.000000 Penalty: 28737.316406
Iteration 10F: 14 clusters Score -8.436694e+07 nChanged 45853
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 27347 members 
Mstep: Class 5 contains 30434 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 10 contains 20230 members 
Mstep: Class 11 contains 55726 members 
Mstep: Class 13 contains 39284 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 184355 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 292039 members 
Mstep: Class 19 contains 129748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84380872.000000 Penalty: 28737.316406
Iteration 11F: 14 clusters Score -8.438087e+07 nChanged 33202
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 13655 members 
Mstep: Class 4 contains 27446 members 
Mstep: Class 5 contains 29249 members 
Mstep: Class 7 contains 2188 members 
Mstep: Class 10 contains 19184 members 
Mstep: Class 11 contains 54385 members 
Mstep: Class 13 contains 39280 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 188678 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 289280 members 
Mstep: Class 19 contains 134861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1964.696167 but Gain 2210.562500
Score: -84390048.000000 Penalty: 26526.753906
Iteration 12Q: 13 clusters Score -8.439005e+07 nChanged 26915
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 125 members 
Mstep: Class 3 contains 13549 members 
Mstep: Class 4 contains 27423 members 
Mstep: Class 5 contains 28565 members 
Mstep: Class 10 contains 18356 members 
Mstep: Class 11 contains 53463 members 
Mstep: Class 13 contains 39704 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 191084 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 285232 members 
Mstep: Class 19 contains 141854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84398168.000000 Penalty: 26526.753906
Iteration 13Q: 13 clusters Score -8.439817e+07 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 28261 members 
Mstep: Class 10 contains 17764 members 
Mstep: Class 11 contains 52862 members 
Mstep: Class 13 contains 40278 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 189910 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 280590 members 
Mstep: Class 19 contains 148966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84403144.000000 Penalty: 26526.753906
Iteration 14Q: 13 clusters Score -8.440314e+07 nChanged 18547
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13831 members 
Mstep: Class 4 contains 27333 members 
Mstep: Class 5 contains 28051 members 
Mstep: Class 10 contains 17275 members 
Mstep: Class 11 contains 52271 members 
Mstep: Class 13 contains 41097 members 
Mstep: Class 14 contains 6481 members 
Mstep: Class 15 contains 186953 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 277109 members 
Mstep: Class 19 contains 156005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84407584.000000 Penalty: 26526.753906
Iteration 15Q: 13 clusters Score -8.440758e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 102 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 27955 members 
Mstep: Class 10 contains 16812 members 
Mstep: Class 11 contains 51804 members 
Mstep: Class 13 contains 41990 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 182503 members 
Mstep: Class 16 contains 2306 members 
Mstep: Class 17 contains 275016 members 
Mstep: Class 19 contains 162634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84410016.000000 Penalty: 26526.753906
Iteration 16Q: 13 clusters Score -8.441002e+07 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 100 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 27185 members 
Mstep: Class 5 contains 27896 members 
Mstep: Class 10 contains 16406 members 
Mstep: Class 11 contains 51451 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 177430 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 273842 members 
Mstep: Class 19 contains 168511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84411424.000000 Penalty: 26526.753906
Iteration 17Q: 13 clusters Score -8.441142e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 100 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 27146 members 
Mstep: Class 5 contains 27787 members 
Mstep: Class 10 contains 16032 members 
Mstep: Class 11 contains 51143 members 
Mstep: Class 13 contains 44161 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 172801 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 272879 members 
Mstep: Class 19 contains 173447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84412392.000000 Penalty: 26526.753906
Iteration 18Q: 13 clusters Score -8.441239e+07 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 100 members 
Mstep: Class 3 contains 14526 members 
Mstep: Class 4 contains 27124 members 
Mstep: Class 5 contains 27728 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 50894 members 
Mstep: Class 13 contains 45272 members 
Mstep: Class 14 contains 6747 members 
Mstep: Class 15 contains 168436 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 272090 members 
Mstep: Class 19 contains 177844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413008.000000 Penalty: 26526.753906
Iteration 19Q: 13 clusters Score -8.441301e+07 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 100 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 4 contains 27094 members 
Mstep: Class 5 contains 27679 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 50602 members 
Mstep: Class 13 contains 46395 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 164601 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 271389 members 
Mstep: Class 19 contains 181501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414720.000000 Penalty: 26526.753906
Iteration 20F: 13 clusters Score -8.441472e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 103 members 
Mstep: Class 3 contains 15033 members 
Mstep: Class 4 contains 27035 members 
Mstep: Class 5 contains 27572 members 
Mstep: Class 10 contains 15146 members 
Mstep: Class 11 contains 50357 members 
Mstep: Class 13 contains 47535 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 161812 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 270643 members 
Mstep: Class 19 contains 184193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84415888.000000 Penalty: 26526.753906
Iteration 21Q: 13 clusters Score -8.441589e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 103 members 
Mstep: Class 3 contains 15285 members 
Mstep: Class 4 contains 26997 members 
Mstep: Class 5 contains 27453 members 
Mstep: Class 10 contains 14879 members 
Mstep: Class 11 contains 50141 members 
Mstep: Class 13 contains 48648 members 
Mstep: Class 14 contains 7059 members 
Mstep: Class 15 contains 159865 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 269843 members 
Mstep: Class 19 contains 186113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417592.000000 Penalty: 26526.753906
Iteration 22Q: 13 clusters Score -8.441759e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 15557 members 
Mstep: Class 4 contains 26978 members 
Mstep: Class 5 contains 27299 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 49951 members 
Mstep: Class 13 contains 49734 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 158812 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 268935 members 
Mstep: Class 19 contains 187217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418576.000000 Penalty: 26526.753906
Iteration 23Q: 13 clusters Score -8.441858e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 15828 members 
Mstep: Class 4 contains 26972 members 
Mstep: Class 5 contains 27162 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 49849 members 
Mstep: Class 13 contains 50756 members 
Mstep: Class 14 contains 7248 members 
Mstep: Class 15 contains 158409 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 268067 members 
Mstep: Class 19 contains 187591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419304.000000 Penalty: 26526.753906
Iteration 24Q: 13 clusters Score -8.44193e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 26958 members 
Mstep: Class 5 contains 27018 members 
Mstep: Class 10 contains 14147 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 13 contains 51689 members 
Mstep: Class 14 contains 7327 members 
Mstep: Class 15 contains 158714 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 267144 members 
Mstep: Class 19 contains 187304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84420096.000000 Penalty: 26526.753906
Iteration 25Q: 13 clusters Score -8.44201e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 26915 members 
Mstep: Class 5 contains 26870 members 
Mstep: Class 10 contains 13907 members 
Mstep: Class 11 contains 49724 members 
Mstep: Class 13 contains 52531 members 
Mstep: Class 14 contains 7412 members 
Mstep: Class 15 contains 159594 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 266160 members 
Mstep: Class 19 contains 186646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84421568.000000 Penalty: 26526.753906
Iteration 26Q: 13 clusters Score -8.442157e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 16779 members 
Mstep: Class 4 contains 26905 members 
Mstep: Class 5 contains 26735 members 
Mstep: Class 10 contains 13703 members 
Mstep: Class 11 contains 49657 members 
Mstep: Class 13 contains 53225 members 
Mstep: Class 14 contains 7510 members 
Mstep: Class 15 contains 160957 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 265093 members 
Mstep: Class 19 contains 185665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422296.000000 Penalty: 26526.753906
Iteration 27Q: 13 clusters Score -8.44223e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 17069 members 
Mstep: Class 4 contains 26880 members 
Mstep: Class 5 contains 26626 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 49599 members 
Mstep: Class 13 contains 53936 members 
Mstep: Class 14 contains 7616 members 
Mstep: Class 15 contains 162553 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 264033 members 
Mstep: Class 19 contains 184394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422696.000000 Penalty: 26526.753906
Iteration 28Q: 13 clusters Score -8.44227e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 17395 members 
Mstep: Class 4 contains 26885 members 
Mstep: Class 5 contains 26550 members 
Mstep: Class 10 contains 13333 members 
Mstep: Class 11 contains 49513 members 
Mstep: Class 13 contains 54635 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 164313 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 262868 members 
Mstep: Class 19 contains 183017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422568.000000 Penalty: 26526.753906
Iteration 29Q: 13 clusters Score -8.442257e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 17743 members 
Mstep: Class 4 contains 26910 members 
Mstep: Class 5 contains 26500 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 49411 members 
Mstep: Class 13 contains 55298 members 
Mstep: Class 14 contains 7782 members 
Mstep: Class 15 contains 166093 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 261621 members 
Mstep: Class 19 contains 181690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422752.000000 Penalty: 26526.753906
Iteration 30Q: 13 clusters Score -8.442275e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 18066 members 
Mstep: Class 4 contains 26906 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 49323 members 
Mstep: Class 13 contains 55928 members 
Mstep: Class 14 contains 7850 members 
Mstep: Class 15 contains 167819 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 260518 members 
Mstep: Class 19 contains 180325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423464.000000 Penalty: 26526.753906
Iteration 31Q: 13 clusters Score -8.442346e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 18415 members 
Mstep: Class 4 contains 26915 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 10 contains 12861 members 
Mstep: Class 11 contains 49238 members 
Mstep: Class 13 contains 56526 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 169265 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 259590 members 
Mstep: Class 19 contains 179011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423632.000000 Penalty: 26526.753906
Iteration 32Q: 13 clusters Score -8.442363e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 18685 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 10 contains 12766 members 
Mstep: Class 11 contains 49133 members 
Mstep: Class 13 contains 57090 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 170545 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 258888 members 
Mstep: Class 19 contains 177743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424096.000000 Penalty: 26526.753906
Iteration 33Q: 13 clusters Score -8.44241e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 18972 members 
Mstep: Class 4 contains 26944 members 
Mstep: Class 5 contains 26369 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 49037 members 
Mstep: Class 13 contains 57666 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 171667 members 
Mstep: Class 16 contains 2541 members 
Mstep: Class 17 contains 258263 members 
Mstep: Class 19 contains 176517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424512.000000 Penalty: 26526.753906
Iteration 34Q: 13 clusters Score -8.442451e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 26341 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 48949 members 
Mstep: Class 13 contains 58175 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 15 contains 172629 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 257728 members 
Mstep: Class 19 contains 175391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424808.000000 Penalty: 26526.753906
Iteration 35Q: 13 clusters Score -8.442481e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19447 members 
Mstep: Class 4 contains 26980 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 10 contains 12522 members 
Mstep: Class 11 contains 48846 members 
Mstep: Class 13 contains 58582 members 
Mstep: Class 14 contains 8170 members 
Mstep: Class 15 contains 173542 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 257270 members 
Mstep: Class 19 contains 174455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425936.000000 Penalty: 26526.753906
Iteration 36Q: 13 clusters Score -8.442594e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19614 members 
Mstep: Class 4 contains 26993 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 10 contains 12454 members 
Mstep: Class 11 contains 48700 members 
Mstep: Class 13 contains 58964 members 
Mstep: Class 14 contains 8243 members 
Mstep: Class 15 contains 174350 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 256807 members 
Mstep: Class 19 contains 173710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426376.000000 Penalty: 26526.753906
Iteration 37Q: 13 clusters Score -8.442638e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19759 members 
Mstep: Class 4 contains 27009 members 
Mstep: Class 5 contains 26265 members 
Mstep: Class 10 contains 12372 members 
Mstep: Class 11 contains 48561 members 
Mstep: Class 13 contains 59364 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 15 contains 175197 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 256259 members 
Mstep: Class 19 contains 173044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426704.000000 Penalty: 26526.753906
Iteration 38Q: 13 clusters Score -8.44267e+07 nChanged 4965
Entering ConstructFrom: 
Score: -84426704.000000 Penalty: 26526.753906
Entering ConstructFrom: 
Trying to split cluster 2 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -9518.976562 Penalty: 754.713562
	Iteration 0F: 2 clusters Score -9518.977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8969.520508 Penalty: 1509.427124
	Iteration 0F: 3 clusters Score -8969.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8979.104492 Penalty: 1509.427124
	Iteration 1Q: 3 clusters Score -8979.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8982.932617 Penalty: 1509.427124
	Iteration 2Q: 3 clusters Score -8982.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8982.932617 Penalty: 1509.427124
	Iteration 3F: 3 clusters Score -8982.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Entering Unmasked Estep 
Score: -2161951.500000 Penalty: 1608.314331
	Iteration 0F: 2 clusters Score -2161952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2148402.500000 Penalty: 3216.628662
	Iteration 0F: 3 clusters Score -2148402 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2153350.500000 Penalty: 3216.628662
	Iteration 1F: 3 clusters Score -2153350 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2153737.750000 Penalty: 3216.628662
	Iteration 2F: 3 clusters Score -2153738 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2154037.500000 Penalty: 3216.628662
	Iteration 3Q: 3 clusters Score -2154038 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2154315.250000 Penalty: 3216.628662
	Iteration 4Q: 3 clusters Score -2154315 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2154609.250000 Penalty: 3216.628662
	Iteration 5Q: 3 clusters Score -2154609 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2154929.750000 Penalty: 3216.628662
	Iteration 6Q: 3 clusters Score -2154930 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2155295.000000 Penalty: 3216.628662
	Iteration 7Q: 3 clusters Score -2155295 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2155668.250000 Penalty: 3216.628662
	Iteration 8Q: 3 clusters Score -2155668 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2156053.000000 Penalty: 3216.628662
	Iteration 9Q: 3 clusters Score -2156053 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2156455.750000 Penalty: 3216.628662
	Iteration 10Q: 3 clusters Score -2156456 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2156940.000000 Penalty: 3216.628662
	Iteration 11Q: 3 clusters Score -2156940 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2157439.000000 Penalty: 3216.628662
	Iteration 12Q: 3 clusters Score -2157439 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2157826.500000 Penalty: 3216.628662
	Iteration 13Q: 3 clusters Score -2157826 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2158120.750000 Penalty: 3216.628662
	Iteration 14Q: 3 clusters Score -2158121 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2158289.500000 Penalty: 3216.628662
	Iteration 15Q: 3 clusters Score -2158290 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2158398.000000 Penalty: 3216.628662
	Iteration 16Q: 3 clusters Score -2158398 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2158464.000000 Penalty: 3216.628662
	Iteration 17Q: 3 clusters Score -2158464 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2158514.750000 Penalty: 3216.628662
	Iteration 18Q: 3 clusters Score -2158515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2158540.000000 Penalty: 3216.628662
	Iteration 19Q: 3 clusters Score -2158540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2158568.750000 Penalty: 3216.628662
	Iteration 20F: 3 clusters Score -2158569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2158589.250000 Penalty: 3216.628662
	Iteration 21Q: 3 clusters Score -2158589 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2158614.000000 Penalty: 3216.628662
	Iteration 22Q: 3 clusters Score -2158614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2158624.000000 Penalty: 3216.628662
	Iteration 23Q: 3 clusters Score -2158624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2158639.000000 Penalty: 3216.628662
	Iteration 24Q: 3 clusters Score -2158639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2158647.500000 Penalty: 3216.628662
	Iteration 25Q: 3 clusters Score -2158648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2158664.000000 Penalty: 3216.628662
	Iteration 26Q: 3 clusters Score -2158664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2158668.250000 Penalty: 3216.628662
	Iteration 27Q: 3 clusters Score -2158668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2158667.000000 Penalty: 3216.628662
	Iteration 28Q: 3 clusters Score -2158667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2158672.500000 Penalty: 3216.628662
	Iteration 29Q: 3 clusters Score -2158672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2158688.000000 Penalty: 3216.628662
	Iteration 30Q: 3 clusters Score -2158688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2158685.250000 Penalty: 3216.628662
	Iteration 31Q: 3 clusters Score -2158685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2158704.750000 Penalty: 3216.628662
	Iteration 32Q: 3 clusters Score -2158705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2158712.250000 Penalty: 3216.628662
	Iteration 33Q: 3 clusters Score -2158712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2158710.750000 Penalty: 3216.628662
	Iteration 34Q: 3 clusters Score -2158711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2158717.750000 Penalty: 3216.628662
	Iteration 35Q: 3 clusters Score -2158718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2158720.250000 Penalty: 3216.628662
	Iteration 36Q: 3 clusters Score -2158720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2158725.500000 Penalty: 3216.628662
	Iteration 37Q: 3 clusters Score -2158726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2158729.750000 Penalty: 3216.628662
	Iteration 38Q: 3 clusters Score -2158730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2158731.250000 Penalty: 3216.628662
	Iteration 39Q: 3 clusters Score -2158731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2158734.750000 Penalty: 3216.628662
	Iteration 40F: 3 clusters Score -2158735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2158740.000000 Penalty: 3216.628662
	Iteration 41Q: 3 clusters Score -2158740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2158739.250000 Penalty: 3216.628662
	Iteration 42Q: 3 clusters Score -2158739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2158743.500000 Penalty: 3216.628662
	Iteration 43Q: 3 clusters Score -2158744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2158751.750000 Penalty: 3216.628662
	Iteration 44Q: 3 clusters Score -2158752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2158753.750000 Penalty: 3216.628662
	Iteration 45Q: 3 clusters Score -2158754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2158746.750000 Penalty: 3216.628662
	Iteration 46Q: 3 clusters Score -2158747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2158750.000000 Penalty: 3216.628662
	Iteration 47Q: 3 clusters Score -2158750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2158753.250000 Penalty: 3216.628662
	Iteration 48Q: 3 clusters Score -2158753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2158756.000000 Penalty: 3216.628662
	Iteration 49Q: 3 clusters Score -2158756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2158761.750000 Penalty: 3216.628662
	Iteration 50Q: 3 clusters Score -2158762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2158768.500000 Penalty: 3216.628662
	Iteration 51Q: 3 clusters Score -2158768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2158777.250000 Penalty: 3216.628662
	Iteration 52Q: 3 clusters Score -2158777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2158778.750000 Penalty: 3216.628662
	Iteration 53Q: 3 clusters Score -2158779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2158782.000000 Penalty: 3216.628662
	Iteration 54Q: 3 clusters Score -2158782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2158779.000000 Penalty: 3216.628662
	Iteration 55Q: 3 clusters Score -2158779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2158786.750000 Penalty: 3216.628662
	Iteration 56Q: 3 clusters Score -2158787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2158789.500000 Penalty: 3216.628662
	Iteration 57Q: 3 clusters Score -2158790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2158793.500000 Penalty: 3216.628662
	Iteration 58Q: 3 clusters Score -2158794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2158795.500000 Penalty: 3216.628662
	Iteration 59Q: 3 clusters Score -2158796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2158795.000000 Penalty: 3216.628662
	Iteration 60F: 3 clusters Score -2158795 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2158799.250000 Penalty: 3216.628662
	Iteration 61Q: 3 clusters Score -2158799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2158809.250000 Penalty: 3216.628662
	Iteration 62Q: 3 clusters Score -2158809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2158816.250000 Penalty: 3216.628662
	Iteration 63Q: 3 clusters Score -2158816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2158825.250000 Penalty: 3216.628662
	Iteration 64Q: 3 clusters Score -2158825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2158840.750000 Penalty: 3216.628662
	Iteration 65Q: 3 clusters Score -2158841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2158851.000000 Penalty: 3216.628662
	Iteration 66Q: 3 clusters Score -2158851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2158847.250000 Penalty: 3216.628662
	Iteration 67Q: 3 clusters Score -2158847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2158865.750000 Penalty: 3216.628662
	Iteration 68Q: 3 clusters Score -2158866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2158869.750000 Penalty: 3216.628662
	Iteration 69Q: 3 clusters Score -2158870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2158882.250000 Penalty: 3216.628662
	Iteration 70Q: 3 clusters Score -2158882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2158878.250000 Penalty: 3216.628662
	Iteration 71Q: 3 clusters Score -2158878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2158886.750000 Penalty: 3216.628662
	Iteration 72Q: 3 clusters Score -2158887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2158885.750000 Penalty: 3216.628662
	Iteration 73Q: 3 clusters Score -2158886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2158900.500000 Penalty: 3216.628662
	Iteration 74Q: 3 clusters Score -2158900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2158910.500000 Penalty: 3216.628662
	Iteration 75Q: 3 clusters Score -2158910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2158924.750000 Penalty: 3216.628662
	Iteration 76Q: 3 clusters Score -2158925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2158943.750000 Penalty: 3216.628662
	Iteration 77Q: 3 clusters Score -2158944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2158952.750000 Penalty: 3216.628662
	Iteration 78Q: 3 clusters Score -2158953 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2158968.500000 Penalty: 3216.628662
	Iteration 79Q: 3 clusters Score -2158968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2158988.250000 Penalty: 3216.628662
	Iteration 80F: 3 clusters Score -2158988 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2159004.250000 Penalty: 3216.628662
	Iteration 81Q: 3 clusters Score -2159004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2159020.250000 Penalty: 3216.628662
	Iteration 82Q: 3 clusters Score -2159020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2159047.000000 Penalty: 3216.628662
	Iteration 83Q: 3 clusters Score -2159047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2159069.750000 Penalty: 3216.628662
	Iteration 84Q: 3 clusters Score -2159070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2159089.500000 Penalty: 3216.628662
	Iteration 85Q: 3 clusters Score -2159090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2159132.750000 Penalty: 3216.628662
	Iteration 86Q: 3 clusters Score -2159133 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2159151.500000 Penalty: 3216.628662
	Iteration 87Q: 3 clusters Score -2159152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2159183.500000 Penalty: 3216.628662
	Iteration 88Q: 3 clusters Score -2159184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2159201.250000 Penalty: 3216.628662
	Iteration 89Q: 3 clusters Score -2159201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2159239.000000 Penalty: 3216.628662
	Iteration 90Q: 3 clusters Score -2159239 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2159280.000000 Penalty: 3216.628662
	Iteration 91Q: 3 clusters Score -2159280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2159336.500000 Penalty: 3216.628662
	Iteration 92Q: 3 clusters Score -2159336 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2159393.500000 Penalty: 3216.628662
	Iteration 93Q: 3 clusters Score -2159394 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2159455.000000 Penalty: 3216.628662
	Iteration 94Q: 3 clusters Score -2159455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2159507.000000 Penalty: 3216.628662
	Iteration 95Q: 3 clusters Score -2159507 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2159571.500000 Penalty: 3216.628662
	Iteration 96Q: 3 clusters Score -2159572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2159631.250000 Penalty: 3216.628662
	Iteration 97Q: 3 clusters Score -2159631 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2159702.250000 Penalty: 3216.628662
	Iteration 98Q: 3 clusters Score -2159702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2159785.250000 Penalty: 3216.628662
	Iteration 99Q: 3 clusters Score -2159785 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2159886.750000 Penalty: 3216.628662
	Iteration 100F: 3 clusters Score -2159887 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2160000.750000 Penalty: 3216.628662
	Iteration 101Q: 3 clusters Score -2160001 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2160127.250000 Penalty: 3216.628662
	Iteration 102Q: 3 clusters Score -2160127 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2160239.750000 Penalty: 3216.628662
	Iteration 103Q: 3 clusters Score -2160240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2160360.250000 Penalty: 3216.628662
	Iteration 104Q: 3 clusters Score -2160360 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2160502.750000 Penalty: 3216.628662
	Iteration 105Q: 3 clusters Score -2160503 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2160671.500000 Penalty: 3216.628662
	Iteration 106Q: 3 clusters Score -2160672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2160844.750000 Penalty: 3216.628662
	Iteration 107Q: 3 clusters Score -2160845 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2160970.500000 Penalty: 3216.628662
	Iteration 108Q: 3 clusters Score -2160970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2161039.000000 Penalty: 3216.628662
	Iteration 109Q: 3 clusters Score -2161039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2161074.000000 Penalty: 3216.628662
	Iteration 110Q: 3 clusters Score -2161074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2161106.250000 Penalty: 3216.628662
	Iteration 111Q: 3 clusters Score -2161106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2161128.000000 Penalty: 3216.628662
	Iteration 112Q: 3 clusters Score -2161128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2161140.000000 Penalty: 3216.628662
	Iteration 113Q: 3 clusters Score -2161140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2161152.500000 Penalty: 3216.628662
	Iteration 114Q: 3 clusters Score -2161152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2161165.000000 Penalty: 3216.628662
	Iteration 115Q: 3 clusters Score -2161165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2161177.500000 Penalty: 3216.628662
	Iteration 116Q: 3 clusters Score -2161178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2161186.750000 Penalty: 3216.628662
	Iteration 117Q: 3 clusters Score -2161187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2161194.000000 Penalty: 3216.628662
	Iteration 118Q: 3 clusters Score -2161194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2161197.500000 Penalty: 3216.628662
	Iteration 119Q: 3 clusters Score -2161198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2161201.000000 Penalty: 3216.628662
	Iteration 120F: 3 clusters Score -2161201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2161203.500000 Penalty: 3216.628662
	Iteration 121Q: 3 clusters Score -2161204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2161209.750000 Penalty: 3216.628662
	Iteration 122Q: 3 clusters Score -2161210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2161215.250000 Penalty: 3216.628662
	Iteration 123Q: 3 clusters Score -2161215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2161219.000000 Penalty: 3216.628662
	Iteration 124Q: 3 clusters Score -2161219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2161221.500000 Penalty: 3216.628662
	Iteration 125Q: 3 clusters Score -2161222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2161227.750000 Penalty: 3216.628662
	Iteration 126Q: 3 clusters Score -2161228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2161229.750000 Penalty: 3216.628662
	Iteration 127Q: 3 clusters Score -2161230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2161230.750000 Penalty: 3216.628662
	Iteration 128Q: 3 clusters Score -2161231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2161230.750000 Penalty: 3216.628662
	Iteration 129Q: 3 clusters Score -2161231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2161229.750000 Penalty: 3216.628662
	Iteration 130Q: 3 clusters Score -2161230 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2161229.500000 Penalty: 3216.628662
	Iteration 131Q: 3 clusters Score -2161230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2161234.250000 Penalty: 3216.628662
	Iteration 132Q: 3 clusters Score -2161234 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2161238.000000 Penalty: 3216.628662
	Iteration 133Q: 3 clusters Score -2161238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2161241.250000 Penalty: 3216.628662
	Iteration 134Q: 3 clusters Score -2161241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2161243.750000 Penalty: 3216.628662
	Iteration 135Q: 3 clusters Score -2161244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2161244.750000 Penalty: 3216.628662
	Iteration 136Q: 3 clusters Score -2161245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2161248.000000 Penalty: 3216.628662
	Iteration 137Q: 3 clusters Score -2161248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2161248.000000 Penalty: 3216.628662
	Iteration 138Q: 3 clusters Score -2161248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2161247.000000 Penalty: 3216.628662
	Iteration 139Q: 3 clusters Score -2161247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2161247.000000 Penalty: 3216.628662
	Iteration 140F: 3 clusters Score -2161247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Entering Unmasked Estep 
Score: -2775823.500000 Penalty: 1658.234131
	Iteration 0F: 2 clusters Score -2775824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2757748.250000 Penalty: 3316.468262
	Iteration 0F: 3 clusters Score -2757748 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2765495.000000 Penalty: 3316.468262
	Iteration 1F: 3 clusters Score -2765495 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2767590.000000 Penalty: 3316.468262
	Iteration 2F: 3 clusters Score -2767590 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2770383.000000 Penalty: 3316.468262
	Iteration 3F: 3 clusters Score -2770383 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2772837.250000 Penalty: 3316.468262
	Iteration 4F: 3 clusters Score -2772837 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2774376.250000 Penalty: 3316.468262
	Iteration 5F: 3 clusters Score -2774376 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2775273.250000 Penalty: 3316.468262
	Iteration 6Q: 3 clusters Score -2775273 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2775823.250000 Penalty: 3316.468262
	Iteration 7Q: 3 clusters Score -2775823 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -2776305.250000 Penalty: 3316.468262
	Iteration 8Q: 3 clusters Score -2776305 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2776743.000000 Penalty: 3316.468262
	Iteration 9Q: 3 clusters Score -2776743 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2777067.750000 Penalty: 3316.468262
	Iteration 10Q: 3 clusters Score -2777068 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2777313.500000 Penalty: 3316.468262
	Iteration 11Q: 3 clusters Score -2777314 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2777509.500000 Penalty: 3316.468262
	Iteration 12Q: 3 clusters Score -2777510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2777607.000000 Penalty: 3316.468262
	Iteration 13Q: 3 clusters Score -2777607 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2777659.500000 Penalty: 3316.468262
	Iteration 14Q: 3 clusters Score -2777660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2777699.250000 Penalty: 3316.468262
	Iteration 15Q: 3 clusters Score -2777699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2777715.500000 Penalty: 3316.468262
	Iteration 16Q: 3 clusters Score -2777716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2777722.000000 Penalty: 3316.468262
	Iteration 17Q: 3 clusters Score -2777722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2777731.500000 Penalty: 3316.468262
	Iteration 18Q: 3 clusters Score -2777732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2777741.750000 Penalty: 3316.468262
	Iteration 19Q: 3 clusters Score -2777742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2777768.750000 Penalty: 3316.468262
	Iteration 20F: 3 clusters Score -2777769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2777774.250000 Penalty: 3316.468262
	Iteration 21Q: 3 clusters Score -2777774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2777780.500000 Penalty: 3316.468262
	Iteration 22Q: 3 clusters Score -2777780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2777790.000000 Penalty: 3316.468262
	Iteration 23Q: 3 clusters Score -2777790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2777790.250000 Penalty: 3316.468262
	Iteration 24Q: 3 clusters Score -2777790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2777789.250000 Penalty: 3316.468262
	Iteration 25Q: 3 clusters Score -2777789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2777789.750000 Penalty: 3316.468262
	Iteration 26Q: 3 clusters Score -2777790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2777784.750000 Penalty: 3316.468262
	Iteration 27Q: 3 clusters Score -2777785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2777792.000000 Penalty: 3316.468262
	Iteration 28Q: 3 clusters Score -2777792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2777796.750000 Penalty: 3316.468262
	Iteration 29Q: 3 clusters Score -2777797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2777794.500000 Penalty: 3316.468262
	Iteration 30Q: 3 clusters Score -2777794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2777794.250000 Penalty: 3316.468262
	Iteration 31Q: 3 clusters Score -2777794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2777794.250000 Penalty: 3316.468262
	Iteration 32Q: 3 clusters Score -2777794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2777792.750000 Penalty: 3316.468262
	Iteration 33Q: 3 clusters Score -2777793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2777794.250000 Penalty: 3316.468262
	Iteration 34Q: 3 clusters Score -2777794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2777799.000000 Penalty: 3316.468262
	Iteration 35Q: 3 clusters Score -2777799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2777797.500000 Penalty: 3316.468262
	Iteration 36Q: 3 clusters Score -2777798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2777795.750000 Penalty: 3316.468262
	Iteration 37Q: 3 clusters Score -2777796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2777795.750000 Penalty: 3316.468262
	Iteration 38F: 3 clusters Score -2777796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 48399 members 
Mstep: Class 13 contains 59722 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 175981 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 255709 members 
Mstep: Class 19 contains 172521 members 
Entering Unmasked Estep 
Score: -84427960.000000 Penalty: 28737.316406
Splitting cluster 4 changes total score from -84426704.000000 to -84427960.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (26224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Entering Unmasked Estep 
Score: -2736215.000000 Penalty: 1653.344849
	Iteration 0F: 2 clusters Score -2736215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2718514.000000 Penalty: 3306.689697
	Iteration 0F: 3 clusters Score -2718514 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2725131.250000 Penalty: 3306.689697
	Iteration 1F: 3 clusters Score -2725131 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2725754.250000 Penalty: 3306.689697
	Iteration 2F: 3 clusters Score -2725754 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2726507.000000 Penalty: 3306.689697
	Iteration 3F: 3 clusters Score -2726507 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2727410.250000 Penalty: 3306.689697
	Iteration 4F: 3 clusters Score -2727410 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2728488.000000 Penalty: 3306.689697
	Iteration 5F: 3 clusters Score -2728488 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2729569.000000 Penalty: 3306.689697
	Iteration 6F: 3 clusters Score -2729569 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2730521.250000 Penalty: 3306.689697
	Iteration 7F: 3 clusters Score -2730521 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2731331.500000 Penalty: 3306.689697
	Iteration 8Q: 3 clusters Score -2731332 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2731955.000000 Penalty: 3306.689697
	Iteration 9Q: 3 clusters Score -2731955 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2732429.000000 Penalty: 3306.689697
	Iteration 10Q: 3 clusters Score -2732429 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2732800.250000 Penalty: 3306.689697
	Iteration 11Q: 3 clusters Score -2732800 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2733041.250000 Penalty: 3306.689697
	Iteration 12Q: 3 clusters Score -2733041 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2733208.000000 Penalty: 3306.689697
	Iteration 13Q: 3 clusters Score -2733208 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2733333.500000 Penalty: 3306.689697
	Iteration 14Q: 3 clusters Score -2733334 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2733444.250000 Penalty: 3306.689697
	Iteration 15Q: 3 clusters Score -2733444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2733512.750000 Penalty: 3306.689697
	Iteration 16Q: 3 clusters Score -2733513 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2733569.750000 Penalty: 3306.689697
	Iteration 17Q: 3 clusters Score -2733570 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2733633.500000 Penalty: 3306.689697
	Iteration 18Q: 3 clusters Score -2733634 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2733699.500000 Penalty: 3306.689697
	Iteration 19Q: 3 clusters Score -2733700 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2733760.250000 Penalty: 3306.689697
	Iteration 20F: 3 clusters Score -2733760 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2733820.000000 Penalty: 3306.689697
	Iteration 21Q: 3 clusters Score -2733820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2733887.000000 Penalty: 3306.689697
	Iteration 22Q: 3 clusters Score -2733887 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2733939.250000 Penalty: 3306.689697
	Iteration 23Q: 3 clusters Score -2733939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2733992.500000 Penalty: 3306.689697
	Iteration 24Q: 3 clusters Score -2733992 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2734044.000000 Penalty: 3306.689697
	Iteration 25Q: 3 clusters Score -2734044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2734111.250000 Penalty: 3306.689697
	Iteration 26Q: 3 clusters Score -2734111 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2734174.250000 Penalty: 3306.689697
	Iteration 27Q: 3 clusters Score -2734174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2734211.500000 Penalty: 3306.689697
	Iteration 28Q: 3 clusters Score -2734212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2734257.250000 Penalty: 3306.689697
	Iteration 29Q: 3 clusters Score -2734257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2734274.500000 Penalty: 3306.689697
	Iteration 30Q: 3 clusters Score -2734274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2734302.000000 Penalty: 3306.689697
	Iteration 31Q: 3 clusters Score -2734302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2734326.500000 Penalty: 3306.689697
	Iteration 32Q: 3 clusters Score -2734326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2734346.750000 Penalty: 3306.689697
	Iteration 33Q: 3 clusters Score -2734347 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2734367.250000 Penalty: 3306.689697
	Iteration 34Q: 3 clusters Score -2734367 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2734400.250000 Penalty: 3306.689697
	Iteration 35Q: 3 clusters Score -2734400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2734415.000000 Penalty: 3306.689697
	Iteration 36Q: 3 clusters Score -2734415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2734423.000000 Penalty: 3306.689697
	Iteration 37Q: 3 clusters Score -2734423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2734432.750000 Penalty: 3306.689697
	Iteration 38Q: 3 clusters Score -2734433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2734449.000000 Penalty: 3306.689697
	Iteration 39Q: 3 clusters Score -2734449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2734469.500000 Penalty: 3306.689697
	Iteration 40F: 3 clusters Score -2734470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2734479.750000 Penalty: 3306.689697
	Iteration 41Q: 3 clusters Score -2734480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2734474.250000 Penalty: 3306.689697
	Iteration 42Q: 3 clusters Score -2734474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2734482.250000 Penalty: 3306.689697
	Iteration 43Q: 3 clusters Score -2734482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2734504.000000 Penalty: 3306.689697
	Iteration 44Q: 3 clusters Score -2734504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2734518.250000 Penalty: 3306.689697
	Iteration 45Q: 3 clusters Score -2734518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2734518.250000 Penalty: 3306.689697
	Iteration 46Q: 3 clusters Score -2734518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2734529.500000 Penalty: 3306.689697
	Iteration 47Q: 3 clusters Score -2734530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2734540.250000 Penalty: 3306.689697
	Iteration 48Q: 3 clusters Score -2734540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2734550.500000 Penalty: 3306.689697
	Iteration 49Q: 3 clusters Score -2734550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2734558.250000 Penalty: 3306.689697
	Iteration 50Q: 3 clusters Score -2734558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2734570.250000 Penalty: 3306.689697
	Iteration 51Q: 3 clusters Score -2734570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2734579.000000 Penalty: 3306.689697
	Iteration 52Q: 3 clusters Score -2734579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2734597.500000 Penalty: 3306.689697
	Iteration 53Q: 3 clusters Score -2734598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2734614.000000 Penalty: 3306.689697
	Iteration 54Q: 3 clusters Score -2734614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2734624.500000 Penalty: 3306.689697
	Iteration 55Q: 3 clusters Score -2734624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2734638.750000 Penalty: 3306.689697
	Iteration 56Q: 3 clusters Score -2734639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2734635.500000 Penalty: 3306.689697
	Iteration 57Q: 3 clusters Score -2734636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2734644.000000 Penalty: 3306.689697
	Iteration 58Q: 3 clusters Score -2734644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2734647.000000 Penalty: 3306.689697
	Iteration 59Q: 3 clusters Score -2734647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2734657.250000 Penalty: 3306.689697
	Iteration 60F: 3 clusters Score -2734657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2734669.750000 Penalty: 3306.689697
	Iteration 61Q: 3 clusters Score -2734670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2734680.750000 Penalty: 3306.689697
	Iteration 62Q: 3 clusters Score -2734681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2734684.000000 Penalty: 3306.689697
	Iteration 63Q: 3 clusters Score -2734684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2734690.250000 Penalty: 3306.689697
	Iteration 64Q: 3 clusters Score -2734690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2734710.250000 Penalty: 3306.689697
	Iteration 65Q: 3 clusters Score -2734710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2734712.750000 Penalty: 3306.689697
	Iteration 66Q: 3 clusters Score -2734713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2734723.000000 Penalty: 3306.689697
	Iteration 67Q: 3 clusters Score -2734723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2734741.000000 Penalty: 3306.689697
	Iteration 68Q: 3 clusters Score -2734741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2734753.000000 Penalty: 3306.689697
	Iteration 69Q: 3 clusters Score -2734753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2734756.500000 Penalty: 3306.689697
	Iteration 70Q: 3 clusters Score -2734756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2734758.750000 Penalty: 3306.689697
	Iteration 71Q: 3 clusters Score -2734759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2734765.500000 Penalty: 3306.689697
	Iteration 72Q: 3 clusters Score -2734766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2734768.750000 Penalty: 3306.689697
	Iteration 73Q: 3 clusters Score -2734769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2734769.750000 Penalty: 3306.689697
	Iteration 74Q: 3 clusters Score -2734770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2734772.000000 Penalty: 3306.689697
	Iteration 75Q: 3 clusters Score -2734772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2734779.000000 Penalty: 3306.689697
	Iteration 76Q: 3 clusters Score -2734779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2734782.750000 Penalty: 3306.689697
	Iteration 77Q: 3 clusters Score -2734783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2734779.750000 Penalty: 3306.689697
	Iteration 78Q: 3 clusters Score -2734780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2734784.250000 Penalty: 3306.689697
	Iteration 79Q: 3 clusters Score -2734784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2734788.000000 Penalty: 3306.689697
	Iteration 80F: 3 clusters Score -2734788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2734786.000000 Penalty: 3306.689697
	Iteration 81Q: 3 clusters Score -2734786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2734792.750000 Penalty: 3306.689697
	Iteration 82Q: 3 clusters Score -2734793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2734797.500000 Penalty: 3306.689697
	Iteration 83Q: 3 clusters Score -2734798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2734801.250000 Penalty: 3306.689697
	Iteration 84Q: 3 clusters Score -2734801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2734802.500000 Penalty: 3306.689697
	Iteration 85Q: 3 clusters Score -2734802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2734800.750000 Penalty: 3306.689697
	Iteration 86Q: 3 clusters Score -2734801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2734808.000000 Penalty: 3306.689697
	Iteration 87Q: 3 clusters Score -2734808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2734808.750000 Penalty: 3306.689697
	Iteration 88Q: 3 clusters Score -2734809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2734813.250000 Penalty: 3306.689697
	Iteration 89Q: 3 clusters Score -2734813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2734811.250000 Penalty: 3306.689697
	Iteration 90Q: 3 clusters Score -2734811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2734810.000000 Penalty: 3306.689697
	Iteration 91Q: 3 clusters Score -2734810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2734814.000000 Penalty: 3306.689697
	Iteration 92Q: 3 clusters Score -2734814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2734817.000000 Penalty: 3306.689697
	Iteration 93Q: 3 clusters Score -2734817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2734823.250000 Penalty: 3306.689697
	Iteration 94Q: 3 clusters Score -2734823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2734837.000000 Penalty: 3306.689697
	Iteration 95Q: 3 clusters Score -2734837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2734840.000000 Penalty: 3306.689697
	Iteration 96Q: 3 clusters Score -2734840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2734847.750000 Penalty: 3306.689697
	Iteration 97Q: 3 clusters Score -2734848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2734852.000000 Penalty: 3306.689697
	Iteration 98Q: 3 clusters Score -2734852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2734851.500000 Penalty: 3306.689697
	Iteration 99Q: 3 clusters Score -2734852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2734850.500000 Penalty: 3306.689697
	Iteration 100F: 3 clusters Score -2734850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2734853.250000 Penalty: 3306.689697
	Iteration 101Q: 3 clusters Score -2734853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2734854.000000 Penalty: 3306.689697
	Iteration 102Q: 3 clusters Score -2734854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2734853.000000 Penalty: 3306.689697
	Iteration 103Q: 3 clusters Score -2734853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2734854.250000 Penalty: 3306.689697
	Iteration 104Q: 3 clusters Score -2734854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2734854.250000 Penalty: 3306.689697
	Iteration 105F: 3 clusters Score -2734854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1319718.625000 Penalty: 1530.359741
	Iteration 0F: 2 clusters Score -1319719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1311081.250000 Penalty: 3060.719482
	Iteration 0F: 3 clusters Score -1311081 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1313751.250000 Penalty: 3060.719482
	Iteration 1F: 3 clusters Score -1313751 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1313963.500000 Penalty: 3060.719482
	Iteration 2F: 3 clusters Score -1313964 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1314129.500000 Penalty: 3060.719482
	Iteration 3Q: 3 clusters Score -1314130 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1314263.875000 Penalty: 3060.719482
	Iteration 4Q: 3 clusters Score -1314264 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1314388.250000 Penalty: 3060.719482
	Iteration 5Q: 3 clusters Score -1314388 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1314505.250000 Penalty: 3060.719482
	Iteration 6Q: 3 clusters Score -1314505 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1314620.125000 Penalty: 3060.719482
	Iteration 7Q: 3 clusters Score -1314620 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1314759.000000 Penalty: 3060.719482
	Iteration 8Q: 3 clusters Score -1314759 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1314929.750000 Penalty: 3060.719482
	Iteration 9Q: 3 clusters Score -1314930 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1315158.250000 Penalty: 3060.719482
	Iteration 10Q: 3 clusters Score -1315158 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1315466.625000 Penalty: 3060.719482
	Iteration 11Q: 3 clusters Score -1315467 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1315873.125000 Penalty: 3060.719482
	Iteration 12Q: 3 clusters Score -1315873 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1316343.125000 Penalty: 3060.719482
	Iteration 13F: 3 clusters Score -1316343 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1316840.000000 Penalty: 3060.719482
	Iteration 14Q: 3 clusters Score -1316840 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1317278.875000 Penalty: 3060.719482
	Iteration 15Q: 3 clusters Score -1317279 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1317614.875000 Penalty: 3060.719482
	Iteration 16Q: 3 clusters Score -1317615 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1317875.250000 Penalty: 3060.719482
	Iteration 17Q: 3 clusters Score -1317875 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1318059.625000 Penalty: 3060.719482
	Iteration 18Q: 3 clusters Score -1318060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1318158.375000 Penalty: 3060.719482
	Iteration 19Q: 3 clusters Score -1318158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1318224.500000 Penalty: 3060.719482
	Iteration 20F: 3 clusters Score -1318224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1318266.875000 Penalty: 3060.719482
	Iteration 21Q: 3 clusters Score -1318267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1318300.375000 Penalty: 3060.719482
	Iteration 22Q: 3 clusters Score -1318300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1318320.750000 Penalty: 3060.719482
	Iteration 23Q: 3 clusters Score -1318321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1318340.875000 Penalty: 3060.719482
	Iteration 24Q: 3 clusters Score -1318341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1318352.625000 Penalty: 3060.719482
	Iteration 25Q: 3 clusters Score -1318353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1318361.250000 Penalty: 3060.719482
	Iteration 26Q: 3 clusters Score -1318361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1318365.000000 Penalty: 3060.719482
	Iteration 27Q: 3 clusters Score -1318365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1318368.750000 Penalty: 3060.719482
	Iteration 28Q: 3 clusters Score -1318369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1318371.125000 Penalty: 3060.719482
	Iteration 29Q: 3 clusters Score -1318371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1318371.125000 Penalty: 3060.719482
	Iteration 30F: 3 clusters Score -1318371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Entering Unmasked Estep 
Score: -4988905.500000 Penalty: 1752.925537
	Iteration 0F: 2 clusters Score -4988906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -4956584.000000 Penalty: 3505.851074
	Iteration 0F: 3 clusters Score -4956584 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4971800.000000 Penalty: 3505.851074
	Iteration 1F: 3 clusters Score -4971800 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -4975054.000000 Penalty: 3505.851074
	Iteration 2F: 3 clusters Score -4975054 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4978375.500000 Penalty: 3505.851074
	Iteration 3F: 3 clusters Score -4978376 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4981869.000000 Penalty: 3505.851074
	Iteration 4F: 3 clusters Score -4981869 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4985097.500000 Penalty: 3505.851074
	Iteration 5F: 3 clusters Score -4985098 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4987579.000000 Penalty: 3505.851074
	Iteration 6F: 3 clusters Score -4987579 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4989167.500000 Penalty: 3505.851074
	Iteration 7Q: 3 clusters Score -4989168 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4990659.500000 Penalty: 3505.851074
	Iteration 8Q: 3 clusters Score -4990660 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -4991983.500000 Penalty: 3505.851074
	Iteration 9Q: 3 clusters Score -4991984 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -4992562.000000 Penalty: 3505.851074
	Iteration 10Q: 3 clusters Score -4992562 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -4992820.500000 Penalty: 3505.851074
	Iteration 11Q: 3 clusters Score -4992820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -4992975.500000 Penalty: 3505.851074
	Iteration 12Q: 3 clusters Score -4992976 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -4993052.000000 Penalty: 3505.851074
	Iteration 13Q: 3 clusters Score -4993052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -4993128.500000 Penalty: 3505.851074
	Iteration 14Q: 3 clusters Score -4993128 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -4993169.500000 Penalty: 3505.851074
	Iteration 15Q: 3 clusters Score -4993170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -4993212.500000 Penalty: 3505.851074
	Iteration 16Q: 3 clusters Score -4993212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -4993232.000000 Penalty: 3505.851074
	Iteration 17Q: 3 clusters Score -4993232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -4993236.500000 Penalty: 3505.851074
	Iteration 18Q: 3 clusters Score -4993236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3505.851074
	Iteration 19Q: 3 clusters Score -4993235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -4993235.500000 Penalty: 3505.851074
	Iteration 20F: 3 clusters Score -4993236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -4993234.500000 Penalty: 3505.851074
	Iteration 21Q: 3 clusters Score -4993234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -4993232.000000 Penalty: 3505.851074
	Iteration 22Q: 3 clusters Score -4993232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -4993231.500000 Penalty: 3505.851074
	Iteration 23Q: 3 clusters Score -4993232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3505.851074
	Iteration 24Q: 3 clusters Score -4993235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3505.851074
	Iteration 25F: 3 clusters Score -4993235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 6 contains 45766 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 13 contains 59722 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 175981 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 255709 members 
Mstep: Class 19 contains 172521 members 
Entering Unmasked Estep 
Score: -84431208.000000 Penalty: 30947.878906
Splitting cluster 11 changes total score from -84426704.000000 to -84431208.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (59722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Entering Unmasked Estep 
Score: -6442117.500000 Penalty: 1787.086548
	Iteration 0F: 2 clusters Score -6442118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6402095.500000 Penalty: 3574.173096
	Iteration 0F: 3 clusters Score -6402096 nChanged 28171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -6418130.000000 Penalty: 3574.173096
	Iteration 1F: 3 clusters Score -6418130 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -6418903.000000 Penalty: 3574.173096
	Iteration 2Q: 3 clusters Score -6418903 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -6420055.000000 Penalty: 3574.173096
	Iteration 3Q: 3 clusters Score -6420055 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -6421880.000000 Penalty: 3574.173096
	Iteration 4F: 3 clusters Score -6421880 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -6424804.500000 Penalty: 3574.173096
	Iteration 5F: 3 clusters Score -6424804 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6428655.500000 Penalty: 3574.173096
	Iteration 6F: 3 clusters Score -6428656 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6432790.000000 Penalty: 3574.173096
	Iteration 7F: 3 clusters Score -6432790 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -6436017.500000 Penalty: 3574.173096
	Iteration 8F: 3 clusters Score -6436018 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -6438127.500000 Penalty: 3574.173096
	Iteration 9Q: 3 clusters Score -6438128 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -6439259.000000 Penalty: 3574.173096
	Iteration 10Q: 3 clusters Score -6439259 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -6439873.500000 Penalty: 3574.173096
	Iteration 11Q: 3 clusters Score -6439874 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6440203.500000 Penalty: 3574.173096
	Iteration 12Q: 3 clusters Score -6440204 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6440381.000000 Penalty: 3574.173096
	Iteration 13Q: 3 clusters Score -6440381 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -6440488.500000 Penalty: 3574.173096
	Iteration 14Q: 3 clusters Score -6440488 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -6440584.000000 Penalty: 3574.173096
	Iteration 15Q: 3 clusters Score -6440584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -6440641.000000 Penalty: 3574.173096
	Iteration 16Q: 3 clusters Score -6440641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -6440692.000000 Penalty: 3574.173096
	Iteration 17Q: 3 clusters Score -6440692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -6440732.000000 Penalty: 3574.173096
	Iteration 18Q: 3 clusters Score -6440732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -6440758.000000 Penalty: 3574.173096
	Iteration 19Q: 3 clusters Score -6440758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -6440771.000000 Penalty: 3574.173096
	Iteration 20F: 3 clusters Score -6440771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -6440789.500000 Penalty: 3574.173096
	Iteration 21Q: 3 clusters Score -6440790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -6440809.500000 Penalty: 3574.173096
	Iteration 22Q: 3 clusters Score -6440810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -6440820.500000 Penalty: 3574.173096
	Iteration 23Q: 3 clusters Score -6440820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -6440832.000000 Penalty: 3574.173096
	Iteration 24Q: 3 clusters Score -6440832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -6440843.500000 Penalty: 3574.173096
	Iteration 25Q: 3 clusters Score -6440844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -6440855.500000 Penalty: 3574.173096
	Iteration 26Q: 3 clusters Score -6440856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -6440857.000000 Penalty: 3574.173096
	Iteration 27Q: 3 clusters Score -6440857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -6440852.500000 Penalty: 3574.173096
	Iteration 28Q: 3 clusters Score -6440852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -6440857.500000 Penalty: 3574.173096
	Iteration 29Q: 3 clusters Score -6440858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -6440862.000000 Penalty: 3574.173096
	Iteration 30Q: 3 clusters Score -6440862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -6440874.000000 Penalty: 3574.173096
	Iteration 31Q: 3 clusters Score -6440874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -6440875.500000 Penalty: 3574.173096
	Iteration 32Q: 3 clusters Score -6440876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -6440886.000000 Penalty: 3574.173096
	Iteration 33Q: 3 clusters Score -6440886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -6440893.000000 Penalty: 3574.173096
	Iteration 34Q: 3 clusters Score -6440893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -6440891.500000 Penalty: 3574.173096
	Iteration 35Q: 3 clusters Score -6440892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -6440893.500000 Penalty: 3574.173096
	Iteration 36Q: 3 clusters Score -6440894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -6440891.000000 Penalty: 3574.173096
	Iteration 37Q: 3 clusters Score -6440891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -6440900.000000 Penalty: 3574.173096
	Iteration 38Q: 3 clusters Score -6440900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -6440907.000000 Penalty: 3574.173096
	Iteration 39Q: 3 clusters Score -6440907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -6440905.000000 Penalty: 3574.173096
	Iteration 40F: 3 clusters Score -6440905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -6440904.500000 Penalty: 3574.173096
	Iteration 41Q: 3 clusters Score -6440904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -6440905.500000 Penalty: 3574.173096
	Iteration 42Q: 3 clusters Score -6440906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -6440904.000000 Penalty: 3574.173096
	Iteration 43Q: 3 clusters Score -6440904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -6440904.000000 Penalty: 3574.173096
	Iteration 44F: 3 clusters Score -6440904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -830883.125000 Penalty: 1467.708252
	Iteration 0F: 2 clusters Score -830883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -824886.937500 Penalty: 2935.416504
	Iteration 0F: 3 clusters Score -824886.9 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -827460.625000 Penalty: 2935.416504
	Iteration 1F: 3 clusters Score -827460.6 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -828871.750000 Penalty: 2935.416504
	Iteration 2F: 3 clusters Score -828871.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -830183.500000 Penalty: 2935.416504
	Iteration 3F: 3 clusters Score -830183.5 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -831080.625000 Penalty: 2935.416504
	Iteration 4F: 3 clusters Score -831080.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -831589.375000 Penalty: 2935.416504
	Iteration 5F: 3 clusters Score -831589.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -831883.937500 Penalty: 2935.416504
	Iteration 6Q: 3 clusters Score -831883.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -832037.250000 Penalty: 2935.416504
	Iteration 7Q: 3 clusters Score -832037.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -832133.812500 Penalty: 2935.416504
	Iteration 8Q: 3 clusters Score -832133.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -832213.312500 Penalty: 2935.416504
	Iteration 9Q: 3 clusters Score -832213.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -832272.062500 Penalty: 2935.416504
	Iteration 10Q: 3 clusters Score -832272.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -832310.250000 Penalty: 2935.416504
	Iteration 11Q: 3 clusters Score -832310.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -832336.937500 Penalty: 2935.416504
	Iteration 12Q: 3 clusters Score -832336.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -832366.062500 Penalty: 2935.416504
	Iteration 13Q: 3 clusters Score -832366.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -832393.000000 Penalty: 2935.416504
	Iteration 14Q: 3 clusters Score -832393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -832424.562500 Penalty: 2935.416504
	Iteration 15Q: 3 clusters Score -832424.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -832451.500000 Penalty: 2935.416504
	Iteration 16Q: 3 clusters Score -832451.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -832472.562500 Penalty: 2935.416504
	Iteration 17Q: 3 clusters Score -832472.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -832495.375000 Penalty: 2935.416504
	Iteration 18Q: 3 clusters Score -832495.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -832508.437500 Penalty: 2935.416504
	Iteration 19Q: 3 clusters Score -832508.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -832524.562500 Penalty: 2935.416504
	Iteration 20F: 3 clusters Score -832524.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -832537.187500 Penalty: 2935.416504
	Iteration 21Q: 3 clusters Score -832537.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -832544.312500 Penalty: 2935.416504
	Iteration 22Q: 3 clusters Score -832544.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -832549.250000 Penalty: 2935.416504
	Iteration 23Q: 3 clusters Score -832549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -832555.312500 Penalty: 2935.416504
	Iteration 24Q: 3 clusters Score -832555.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -832561.125000 Penalty: 2935.416504
	Iteration 25Q: 3 clusters Score -832561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -832565.937500 Penalty: 2935.416504
	Iteration 26Q: 3 clusters Score -832565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -832569.437500 Penalty: 2935.416504
	Iteration 27Q: 3 clusters Score -832569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -832570.562500 Penalty: 2935.416504
	Iteration 28Q: 3 clusters Score -832570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -832569.437500 Penalty: 2935.416504
	Iteration 29Q: 3 clusters Score -832569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -832571.812500 Penalty: 2935.416504
	Iteration 30Q: 3 clusters Score -832571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -832574.625000 Penalty: 2935.416504
	Iteration 31Q: 3 clusters Score -832574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -832576.937500 Penalty: 2935.416504
	Iteration 32Q: 3 clusters Score -832576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -832577.500000 Penalty: 2935.416504
	Iteration 33Q: 3 clusters Score -832577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -832578.750000 Penalty: 2935.416504
	Iteration 34Q: 3 clusters Score -832578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -832578.687500 Penalty: 2935.416504
	Iteration 35Q: 3 clusters Score -832578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -832578.687500 Penalty: 2935.416504
	Iteration 36F: 3 clusters Score -832578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 6 contains 45766 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 13 contains 59722 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 175981 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 255709 members 
Mstep: Class 19 contains 172521 members 
Entering Unmasked Estep 
Score: -84432720.000000 Penalty: 33158.441406
Splitting cluster 14 changes total score from -84426704.000000 to -84432720.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (175981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Entering Unmasked Estep 
Score: -18835686.000000 Penalty: 1962.696411
	Iteration 0F: 2 clusters Score -1.883569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -18722900.000000 Penalty: 3925.392822
	Iteration 0F: 3 clusters Score -1.87229e+07 nChanged 84794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -18773748.000000 Penalty: 3925.392822
	Iteration 1F: 3 clusters Score -1.877375e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -18774882.000000 Penalty: 3925.392822
	Iteration 2Q: 3 clusters Score -1.877488e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -18776260.000000 Penalty: 3925.392822
	Iteration 3Q: 3 clusters Score -1.877626e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -18778370.000000 Penalty: 3925.392822
	Iteration 4Q: 3 clusters Score -1.877837e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -18782034.000000 Penalty: 3925.392822
	Iteration 5Q: 3 clusters Score -1.878203e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -18788210.000000 Penalty: 3925.392822
	Iteration 6F: 3 clusters Score -1.878821e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -18797202.000000 Penalty: 3925.392822
	Iteration 7F: 3 clusters Score -1.87972e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -18806814.000000 Penalty: 3925.392822
	Iteration 8F: 3 clusters Score -1.880681e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -18812986.000000 Penalty: 3925.392822
	Iteration 9F: 3 clusters Score -1.881299e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -18815466.000000 Penalty: 3925.392822
	Iteration 10Q: 3 clusters Score -1.881547e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116405 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -18816648.000000 Penalty: 3925.392822
	Iteration 11Q: 3 clusters Score -1.881665e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -18817558.000000 Penalty: 3925.392822
	Iteration 12Q: 3 clusters Score -1.881756e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -18818352.000000 Penalty: 3925.392822
	Iteration 13Q: 3 clusters Score -1.881835e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -18819008.000000 Penalty: 3925.392822
	Iteration 14Q: 3 clusters Score -1.881901e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -18819562.000000 Penalty: 3925.392822
	Iteration 15Q: 3 clusters Score -1.881956e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -18820218.000000 Penalty: 3925.392822
	Iteration 16Q: 3 clusters Score -1.882022e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -18820850.000000 Penalty: 3925.392822
	Iteration 17Q: 3 clusters Score -1.882085e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124890 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -18821574.000000 Penalty: 3925.392822
	Iteration 18Q: 3 clusters Score -1.882157e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -18822180.000000 Penalty: 3925.392822
	Iteration 19Q: 3 clusters Score -1.882218e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -18822756.000000 Penalty: 3925.392822
	Iteration 20F: 3 clusters Score -1.882276e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -18823244.000000 Penalty: 3925.392822
	Iteration 21Q: 3 clusters Score -1.882324e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -18823788.000000 Penalty: 3925.392822
	Iteration 22Q: 3 clusters Score -1.882379e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -18824270.000000 Penalty: 3925.392822
	Iteration 23Q: 3 clusters Score -1.882427e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133005 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -18824666.000000 Penalty: 3925.392822
	Iteration 24Q: 3 clusters Score -1.882467e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -18825208.000000 Penalty: 3925.392822
	Iteration 25Q: 3 clusters Score -1.882521e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136088 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -18825632.000000 Penalty: 3925.392822
	Iteration 26Q: 3 clusters Score -1.882563e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -18826196.000000 Penalty: 3925.392822
	Iteration 27Q: 3 clusters Score -1.88262e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -18826784.000000 Penalty: 3925.392822
	Iteration 28Q: 3 clusters Score -1.882678e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -18827440.000000 Penalty: 3925.392822
	Iteration 29Q: 3 clusters Score -1.882744e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -18827942.000000 Penalty: 3925.392822
	Iteration 30Q: 3 clusters Score -1.882794e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -18828500.000000 Penalty: 3925.392822
	Iteration 31Q: 3 clusters Score -1.88285e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146669 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -18829010.000000 Penalty: 3925.392822
	Iteration 32Q: 3 clusters Score -1.882901e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -18829508.000000 Penalty: 3925.392822
	Iteration 33Q: 3 clusters Score -1.882951e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150147 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -18830076.000000 Penalty: 3925.392822
	Iteration 34Q: 3 clusters Score -1.883008e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -18830480.000000 Penalty: 3925.392822
	Iteration 35Q: 3 clusters Score -1.883048e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -18830922.000000 Penalty: 3925.392822
	Iteration 36Q: 3 clusters Score -1.883092e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -18831198.000000 Penalty: 3925.392822
	Iteration 37Q: 3 clusters Score -1.88312e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -18831530.000000 Penalty: 3925.392822
	Iteration 38Q: 3 clusters Score -1.883153e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -18831780.000000 Penalty: 3925.392822
	Iteration 39Q: 3 clusters Score -1.883178e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -18831928.000000 Penalty: 3925.392822
	Iteration 40F: 3 clusters Score -1.883193e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160199 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -18832206.000000 Penalty: 3925.392822
	Iteration 41Q: 3 clusters Score -1.883221e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -18832468.000000 Penalty: 3925.392822
	Iteration 42Q: 3 clusters Score -1.883247e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162436 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -18832628.000000 Penalty: 3925.392822
	Iteration 43Q: 3 clusters Score -1.883263e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163376 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -18832760.000000 Penalty: 3925.392822
	Iteration 44Q: 3 clusters Score -1.883276e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -18832924.000000 Penalty: 3925.392822
	Iteration 45Q: 3 clusters Score -1.883292e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -18833036.000000 Penalty: 3925.392822
	Iteration 46Q: 3 clusters Score -1.883304e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -18833178.000000 Penalty: 3925.392822
	Iteration 47Q: 3 clusters Score -1.883318e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -18833206.000000 Penalty: 3925.392822
	Iteration 48Q: 3 clusters Score -1.883321e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166787 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -18833188.000000 Penalty: 3925.392822
	Iteration 49Q: 3 clusters Score -1.883319e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -18833236.000000 Penalty: 3925.392822
	Iteration 50Q: 3 clusters Score -1.883324e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -18833288.000000 Penalty: 3925.392822
	Iteration 51Q: 3 clusters Score -1.883329e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -18833276.000000 Penalty: 3925.392822
	Iteration 52Q: 3 clusters Score -1.883328e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -18833298.000000 Penalty: 3925.392822
	Iteration 53Q: 3 clusters Score -1.88333e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -18833278.000000 Penalty: 3925.392822
	Iteration 54Q: 3 clusters Score -1.883328e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -18833314.000000 Penalty: 3925.392822
	Iteration 55Q: 3 clusters Score -1.883331e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -18833312.000000 Penalty: 3925.392822
	Iteration 56Q: 3 clusters Score -1.883331e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -18833304.000000 Penalty: 3925.392822
	Iteration 57Q: 3 clusters Score -1.88333e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169557 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -18833346.000000 Penalty: 3925.392822
	Iteration 58Q: 3 clusters Score -1.883335e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169752 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -18833354.000000 Penalty: 3925.392822
	Iteration 59Q: 3 clusters Score -1.883335e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -18833368.000000 Penalty: 3925.392822
	Iteration 60F: 3 clusters Score -1.883337e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18833366.000000 Penalty: 3925.392822
	Iteration 61Q: 3 clusters Score -1.883337e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170260 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -18833396.000000 Penalty: 3925.392822
	Iteration 62Q: 3 clusters Score -1.88334e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -18833428.000000 Penalty: 3925.392822
	Iteration 63Q: 3 clusters Score -1.883343e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -18833482.000000 Penalty: 3925.392822
	Iteration 64Q: 3 clusters Score -1.883348e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -18833484.000000 Penalty: 3925.392822
	Iteration 65Q: 3 clusters Score -1.883348e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170856 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18833498.000000 Penalty: 3925.392822
	Iteration 66Q: 3 clusters Score -1.88335e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -18833502.000000 Penalty: 3925.392822
	Iteration 67Q: 3 clusters Score -1.88335e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -18833524.000000 Penalty: 3925.392822
	Iteration 68Q: 3 clusters Score -1.883352e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -18833520.000000 Penalty: 3925.392822
	Iteration 69Q: 3 clusters Score -1.883352e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -18833556.000000 Penalty: 3925.392822
	Iteration 70Q: 3 clusters Score -1.883356e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -18833600.000000 Penalty: 3925.392822
	Iteration 71Q: 3 clusters Score -1.88336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171463 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -18833614.000000 Penalty: 3925.392822
	Iteration 72Q: 3 clusters Score -1.883361e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18833648.000000 Penalty: 3925.392822
	Iteration 73Q: 3 clusters Score -1.883365e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -18833680.000000 Penalty: 3925.392822
	Iteration 74Q: 3 clusters Score -1.883368e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -18833718.000000 Penalty: 3925.392822
	Iteration 75Q: 3 clusters Score -1.883372e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -18833732.000000 Penalty: 3925.392822
	Iteration 76Q: 3 clusters Score -1.883373e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18833768.000000 Penalty: 3925.392822
	Iteration 77Q: 3 clusters Score -1.883377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171936 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -18833786.000000 Penalty: 3925.392822
	Iteration 78Q: 3 clusters Score -1.883379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -18833780.000000 Penalty: 3925.392822
	Iteration 79Q: 3 clusters Score -1.883378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172006 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -18833772.000000 Penalty: 3925.392822
	Iteration 80F: 3 clusters Score -1.883377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -18833790.000000 Penalty: 3925.392822
	Iteration 81Q: 3 clusters Score -1.883379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172044 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -18833822.000000 Penalty: 3925.392822
	Iteration 82Q: 3 clusters Score -1.883382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172072 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -18833806.000000 Penalty: 3925.392822
	Iteration 83Q: 3 clusters Score -1.883381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172111 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -18833794.000000 Penalty: 3925.392822
	Iteration 84Q: 3 clusters Score -1.883379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -18833786.000000 Penalty: 3925.392822
	Iteration 85Q: 3 clusters Score -1.883379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18833810.000000 Penalty: 3925.392822
	Iteration 86Q: 3 clusters Score -1.883381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -18833834.000000 Penalty: 3925.392822
	Iteration 87Q: 3 clusters Score -1.883383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -18833830.000000 Penalty: 3925.392822
	Iteration 88Q: 3 clusters Score -1.883383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -18833834.000000 Penalty: 3925.392822
	Iteration 89Q: 3 clusters Score -1.883383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -18833850.000000 Penalty: 3925.392822
	Iteration 90Q: 3 clusters Score -1.883385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172306 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -18833858.000000 Penalty: 3925.392822
	Iteration 91Q: 3 clusters Score -1.883386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -18833868.000000 Penalty: 3925.392822
	Iteration 92Q: 3 clusters Score -1.883387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -18833888.000000 Penalty: 3925.392822
	Iteration 93Q: 3 clusters Score -1.883389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172387 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -18833892.000000 Penalty: 3925.392822
	Iteration 94Q: 3 clusters Score -1.883389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172413 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -18833900.000000 Penalty: 3925.392822
	Iteration 95Q: 3 clusters Score -1.88339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172436 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -18833900.000000 Penalty: 3925.392822
	Iteration 96Q: 3 clusters Score -1.88339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -18833904.000000 Penalty: 3925.392822
	Iteration 97Q: 3 clusters Score -1.88339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -18833902.000000 Penalty: 3925.392822
	Iteration 98Q: 3 clusters Score -1.88339e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -18833898.000000 Penalty: 3925.392822
	Iteration 99Q: 3 clusters Score -1.88339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172558 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -18833906.000000 Penalty: 3925.392822
	Iteration 100F: 3 clusters Score -1.883391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172586 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -18833942.000000 Penalty: 3925.392822
	Iteration 101Q: 3 clusters Score -1.883394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -18833952.000000 Penalty: 3925.392822
	Iteration 102Q: 3 clusters Score -1.883395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172634 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -18833964.000000 Penalty: 3925.392822
	Iteration 103Q: 3 clusters Score -1.883396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -18833966.000000 Penalty: 3925.392822
	Iteration 104Q: 3 clusters Score -1.883397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172669 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -18833984.000000 Penalty: 3925.392822
	Iteration 105Q: 3 clusters Score -1.883398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172686 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -18834004.000000 Penalty: 3925.392822
	Iteration 106Q: 3 clusters Score -1.8834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -18833998.000000 Penalty: 3925.392822
	Iteration 107Q: 3 clusters Score -1.8834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -18834002.000000 Penalty: 3925.392822
	Iteration 108Q: 3 clusters Score -1.8834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172741 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -18834016.000000 Penalty: 3925.392822
	Iteration 109Q: 3 clusters Score -1.883402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172755 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -18834008.000000 Penalty: 3925.392822
	Iteration 110Q: 3 clusters Score -1.883401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172786 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -18834026.000000 Penalty: 3925.392822
	Iteration 111Q: 3 clusters Score -1.883403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -18834026.000000 Penalty: 3925.392822
	Iteration 112Q: 3 clusters Score -1.883403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -18834032.000000 Penalty: 3925.392822
	Iteration 113Q: 3 clusters Score -1.883403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -18834052.000000 Penalty: 3925.392822
	Iteration 114Q: 3 clusters Score -1.883405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172852 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -18834032.000000 Penalty: 3925.392822
	Iteration 115Q: 3 clusters Score -1.883403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -18834034.000000 Penalty: 3925.392822
	Iteration 116Q: 3 clusters Score -1.883403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -18834036.000000 Penalty: 3925.392822
	Iteration 117Q: 3 clusters Score -1.883404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172867 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18834030.000000 Penalty: 3925.392822
	Iteration 118Q: 3 clusters Score -1.883403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -18834030.000000 Penalty: 3925.392822
	Iteration 119Q: 3 clusters Score -1.883403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -18834030.000000 Penalty: 3925.392822
	Iteration 120F: 3 clusters Score -1.883403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18834042.000000 Penalty: 3925.392822
	Iteration 121Q: 3 clusters Score -1.883404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172924 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -18834046.000000 Penalty: 3925.392822
	Iteration 122Q: 3 clusters Score -1.883405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -18834068.000000 Penalty: 3925.392822
	Iteration 123Q: 3 clusters Score -1.883407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18834060.000000 Penalty: 3925.392822
	Iteration 124Q: 3 clusters Score -1.883406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18834070.000000 Penalty: 3925.392822
	Iteration 125Q: 3 clusters Score -1.883407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172939 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -18834072.000000 Penalty: 3925.392822
	Iteration 126Q: 3 clusters Score -1.883407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -18834076.000000 Penalty: 3925.392822
	Iteration 127Q: 3 clusters Score -1.883408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172951 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -18834066.000000 Penalty: 3925.392822
	Iteration 128Q: 3 clusters Score -1.883407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -18834068.000000 Penalty: 3925.392822
	Iteration 129Q: 3 clusters Score -1.883407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172968 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -18834060.000000 Penalty: 3925.392822
	Iteration 130Q: 3 clusters Score -1.883406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -18834074.000000 Penalty: 3925.392822
	Iteration 131Q: 3 clusters Score -1.883407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -18834082.000000 Penalty: 3925.392822
	Iteration 132Q: 3 clusters Score -1.883408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18834080.000000 Penalty: 3925.392822
	Iteration 133Q: 3 clusters Score -1.883408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -18834082.000000 Penalty: 3925.392822
	Iteration 134Q: 3 clusters Score -1.883408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18834082.000000 Penalty: 3925.392822
	Iteration 135Q: 3 clusters Score -1.883408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18834078.000000 Penalty: 3925.392822
	Iteration 136Q: 3 clusters Score -1.883408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -18834054.000000 Penalty: 3925.392822
	Iteration 137Q: 3 clusters Score -1.883405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -18834062.000000 Penalty: 3925.392822
	Iteration 138Q: 3 clusters Score -1.883406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173074 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18834060.000000 Penalty: 3925.392822
	Iteration 139Q: 3 clusters Score -1.883406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -18834080.000000 Penalty: 3925.392822
	Iteration 140F: 3 clusters Score -1.883408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173091 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -18834084.000000 Penalty: 3925.392822
	Iteration 141Q: 3 clusters Score -1.883408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -18834086.000000 Penalty: 3925.392822
	Iteration 142Q: 3 clusters Score -1.883409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -18834092.000000 Penalty: 3925.392822
	Iteration 143Q: 3 clusters Score -1.883409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -18834088.000000 Penalty: 3925.392822
	Iteration 144Q: 3 clusters Score -1.883409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173101 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18834082.000000 Penalty: 3925.392822
	Iteration 145Q: 3 clusters Score -1.883408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -18834090.000000 Penalty: 3925.392822
	Iteration 146Q: 3 clusters Score -1.883409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -18834082.000000 Penalty: 3925.392822
	Iteration 147Q: 3 clusters Score -1.883408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173107 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -18834078.000000 Penalty: 3925.392822
	Iteration 148Q: 3 clusters Score -1.883408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -18834092.000000 Penalty: 3925.392822
	Iteration 149Q: 3 clusters Score -1.883409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -18834098.000000 Penalty: 3925.392822
	Iteration 150Q: 3 clusters Score -1.88341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173119 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -18834100.000000 Penalty: 3925.392822
	Iteration 151Q: 3 clusters Score -1.88341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173121 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -18834102.000000 Penalty: 3925.392822
	Iteration 152Q: 3 clusters Score -1.88341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173123 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -18834106.000000 Penalty: 3925.392822
	Iteration 153Q: 3 clusters Score -1.883411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -18834100.000000 Penalty: 3925.392822
	Iteration 154Q: 3 clusters Score -1.88341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173133 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -18834106.000000 Penalty: 3925.392822
	Iteration 155Q: 3 clusters Score -1.883411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -18834108.000000 Penalty: 3925.392822
	Iteration 156Q: 3 clusters Score -1.883411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -18834108.000000 Penalty: 3925.392822
	Iteration 157Q: 3 clusters Score -1.883411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173140 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -18834120.000000 Penalty: 3925.392822
	Iteration 158Q: 3 clusters Score -1.883412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -18834116.000000 Penalty: 3925.392822
	Iteration 159Q: 3 clusters Score -1.883412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -18834124.000000 Penalty: 3925.392822
	Iteration 160F: 3 clusters Score -1.883412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -18834112.000000 Penalty: 3925.392822
	Iteration 161Q: 3 clusters Score -1.883411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -18834126.000000 Penalty: 3925.392822
	Iteration 162Q: 3 clusters Score -1.883413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -18834112.000000 Penalty: 3925.392822
	Iteration 163Q: 3 clusters Score -1.883411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -18834124.000000 Penalty: 3925.392822
	Iteration 164Q: 3 clusters Score -1.883412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18834120.000000 Penalty: 3925.392822
	Iteration 165Q: 3 clusters Score -1.883412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -18834120.000000 Penalty: 3925.392822
	Iteration 166F: 3 clusters Score -1.883412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -268145.906250 Penalty: 1276.210815
	Iteration 0F: 2 clusters Score -268145.9 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 1276 members 
Entering Unmasked Estep 
Score: -265698.843750 Penalty: 2552.421631
	Iteration 0F: 3 clusters Score -265698.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -266218.750000 Penalty: 2552.421631
	Iteration 1F: 3 clusters Score -266218.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -266343.125000 Penalty: 2552.421631
	Iteration 2F: 3 clusters Score -266343.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266432.656250 Penalty: 2552.421631
	Iteration 3Q: 3 clusters Score -266432.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -266504.250000 Penalty: 2552.421631
	Iteration 4Q: 3 clusters Score -266504.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -266565.531250 Penalty: 2552.421631
	Iteration 5Q: 3 clusters Score -266565.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -266627.281250 Penalty: 2552.421631
	Iteration 6Q: 3 clusters Score -266627.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -266664.593750 Penalty: 2552.421631
	Iteration 7Q: 3 clusters Score -266664.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -266691.031250 Penalty: 2552.421631
	Iteration 8Q: 3 clusters Score -266691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -266712.000000 Penalty: 2552.421631
	Iteration 9Q: 3 clusters Score -266712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -266729.968750 Penalty: 2552.421631
	Iteration 10Q: 3 clusters Score -266730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -266743.281250 Penalty: 2552.421631
	Iteration 11Q: 3 clusters Score -266743.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -266751.875000 Penalty: 2552.421631
	Iteration 12Q: 3 clusters Score -266751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -266759.781250 Penalty: 2552.421631
	Iteration 13Q: 3 clusters Score -266759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -266770.375000 Penalty: 2552.421631
	Iteration 14Q: 3 clusters Score -266770.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -266781.437500 Penalty: 2552.421631
	Iteration 15Q: 3 clusters Score -266781.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -266787.968750 Penalty: 2552.421631
	Iteration 16Q: 3 clusters Score -266788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -266799.062500 Penalty: 2552.421631
	Iteration 17Q: 3 clusters Score -266799.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -266811.625000 Penalty: 2552.421631
	Iteration 18Q: 3 clusters Score -266811.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266825.093750 Penalty: 2552.421631
	Iteration 19Q: 3 clusters Score -266825.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -266832.843750 Penalty: 2552.421631
	Iteration 20F: 3 clusters Score -266832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -266840.593750 Penalty: 2552.421631
	Iteration 21Q: 3 clusters Score -266840.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -266849.343750 Penalty: 2552.421631
	Iteration 22Q: 3 clusters Score -266849.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -266857.375000 Penalty: 2552.421631
	Iteration 23Q: 3 clusters Score -266857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -266861.656250 Penalty: 2552.421631
	Iteration 24Q: 3 clusters Score -266861.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -266869.625000 Penalty: 2552.421631
	Iteration 25Q: 3 clusters Score -266869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -266874.437500 Penalty: 2552.421631
	Iteration 26Q: 3 clusters Score -266874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -266877.062500 Penalty: 2552.421631
	Iteration 27Q: 3 clusters Score -266877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -266879.093750 Penalty: 2552.421631
	Iteration 28Q: 3 clusters Score -266879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -266878.937500 Penalty: 2552.421631
	Iteration 29Q: 3 clusters Score -266878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -266880.125000 Penalty: 2552.421631
	Iteration 30Q: 3 clusters Score -266880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -266880.437500 Penalty: 2552.421631
	Iteration 31Q: 3 clusters Score -266880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -266880.437500 Penalty: 2552.421631
	Iteration 32F: 3 clusters Score -266880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (255709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255709 members 
Entering Unmasked Estep 
Score: -27133942.000000 Penalty: 2023.416748
	Iteration 0F: 2 clusters Score -2.713394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -26973700.000000 Penalty: 4046.833496
	Iteration 0F: 3 clusters Score -2.69737e+07 nChanged 124188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121820 members 
Mstep: Class 2 contains 133889 members 
Entering Unmasked Estep 
Score: -27047870.000000 Penalty: 4046.833496
	Iteration 1F: 3 clusters Score -2.704787e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -27049594.000000 Penalty: 4046.833496
	Iteration 2Q: 3 clusters Score -2.704959e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -27052032.000000 Penalty: 4046.833496
	Iteration 3Q: 3 clusters Score -2.705203e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -27056430.000000 Penalty: 4046.833496
	Iteration 4Q: 3 clusters Score -2.705643e+07 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -27063954.000000 Penalty: 4046.833496
	Iteration 5F: 3 clusters Score -2.706395e+07 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 180394 members 
Entering Unmasked Estep 
Score: -27077238.000000 Penalty: 4046.833496
	Iteration 6F: 3 clusters Score -2.707724e+07 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 197788 members 
Entering Unmasked Estep 
Score: -27092952.000000 Penalty: 4046.833496
	Iteration 7F: 3 clusters Score -2.709295e+07 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 212885 members 
Entering Unmasked Estep 
Score: -27107296.000000 Penalty: 4046.833496
	Iteration 8F: 3 clusters Score -2.71073e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 222984 members 
Entering Unmasked Estep 
Score: -27116898.000000 Penalty: 4046.833496
	Iteration 9Q: 3 clusters Score -2.71169e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 229013 members 
Entering Unmasked Estep 
Score: -27122138.000000 Penalty: 4046.833496
	Iteration 10Q: 3 clusters Score -2.712214e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 232822 members 
Entering Unmasked Estep 
Score: -27124894.000000 Penalty: 4046.833496
	Iteration 11Q: 3 clusters Score -2.712489e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 235763 members 
Entering Unmasked Estep 
Score: -27126756.000000 Penalty: 4046.833496
	Iteration 12Q: 3 clusters Score -2.712676e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 238228 members 
Entering Unmasked Estep 
Score: -27128050.000000 Penalty: 4046.833496
	Iteration 13Q: 3 clusters Score -2.712805e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 240314 members 
Entering Unmasked Estep 
Score: -27129280.000000 Penalty: 4046.833496
	Iteration 14Q: 3 clusters Score -2.712928e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 242101 members 
Entering Unmasked Estep 
Score: -27130396.000000 Penalty: 4046.833496
	Iteration 15Q: 3 clusters Score -2.71304e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 243700 members 
Entering Unmasked Estep 
Score: -27131430.000000 Penalty: 4046.833496
	Iteration 16Q: 3 clusters Score -2.713143e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 245120 members 
Entering Unmasked Estep 
Score: -27132130.000000 Penalty: 4046.833496
	Iteration 17Q: 3 clusters Score -2.713213e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 246345 members 
Entering Unmasked Estep 
Score: -27132516.000000 Penalty: 4046.833496
	Iteration 18Q: 3 clusters Score -2.713252e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 247472 members 
Entering Unmasked Estep 
Score: -27132792.000000 Penalty: 4046.833496
	Iteration 19Q: 3 clusters Score -2.713279e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 248494 members 
Entering Unmasked Estep 
Score: -27132984.000000 Penalty: 4046.833496
	Iteration 20F: 3 clusters Score -2.713298e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 249329 members 
Entering Unmasked Estep 
Score: -27133102.000000 Penalty: 4046.833496
	Iteration 21Q: 3 clusters Score -2.71331e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 250103 members 
Entering Unmasked Estep 
Score: -27133316.000000 Penalty: 4046.833496
	Iteration 22Q: 3 clusters Score -2.713332e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 250742 members 
Entering Unmasked Estep 
Score: -27133370.000000 Penalty: 4046.833496
	Iteration 23Q: 3 clusters Score -2.713337e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 251258 members 
Entering Unmasked Estep 
Score: -27133270.000000 Penalty: 4046.833496
	Iteration 24Q: 3 clusters Score -2.713327e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 251704 members 
Entering Unmasked Estep 
Score: -27133330.000000 Penalty: 4046.833496
	Iteration 25Q: 3 clusters Score -2.713333e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 252073 members 
Entering Unmasked Estep 
Score: -27133326.000000 Penalty: 4046.833496
	Iteration 26Q: 3 clusters Score -2.713333e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 252373 members 
Entering Unmasked Estep 
Score: -27133334.000000 Penalty: 4046.833496
	Iteration 27Q: 3 clusters Score -2.713333e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 252632 members 
Entering Unmasked Estep 
Score: -27133272.000000 Penalty: 4046.833496
	Iteration 28Q: 3 clusters Score -2.713327e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 252871 members 
Entering Unmasked Estep 
Score: -27133256.000000 Penalty: 4046.833496
	Iteration 29Q: 3 clusters Score -2.713326e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 253086 members 
Entering Unmasked Estep 
Score: -27133248.000000 Penalty: 4046.833496
	Iteration 30Q: 3 clusters Score -2.713325e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 253263 members 
Entering Unmasked Estep 
Score: -27133260.000000 Penalty: 4046.833496
	Iteration 31Q: 3 clusters Score -2.713326e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 253416 members 
Entering Unmasked Estep 
Score: -27133222.000000 Penalty: 4046.833496
	Iteration 32Q: 3 clusters Score -2.713322e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 253546 members 
Entering Unmasked Estep 
Score: -27133216.000000 Penalty: 4046.833496
	Iteration 33Q: 3 clusters Score -2.713322e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 253660 members 
Entering Unmasked Estep 
Score: -27133260.000000 Penalty: 4046.833496
	Iteration 34Q: 3 clusters Score -2.713326e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 253722 members 
Entering Unmasked Estep 
Score: -27133262.000000 Penalty: 4046.833496
	Iteration 35Q: 3 clusters Score -2.713326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 253787 members 
Entering Unmasked Estep 
Score: -27133254.000000 Penalty: 4046.833496
	Iteration 36Q: 3 clusters Score -2.713325e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 253858 members 
Entering Unmasked Estep 
Score: -27133272.000000 Penalty: 4046.833496
	Iteration 37Q: 3 clusters Score -2.713327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 253914 members 
Entering Unmasked Estep 
Score: -27133292.000000 Penalty: 4046.833496
	Iteration 38Q: 3 clusters Score -2.713329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 253961 members 
Entering Unmasked Estep 
Score: -27133344.000000 Penalty: 4046.833496
	Iteration 39Q: 3 clusters Score -2.713334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 253988 members 
Entering Unmasked Estep 
Score: -27133358.000000 Penalty: 4046.833496
	Iteration 40F: 3 clusters Score -2.713336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 254018 members 
Entering Unmasked Estep 
Score: -27133380.000000 Penalty: 4046.833496
	Iteration 41Q: 3 clusters Score -2.713338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 254042 members 
Entering Unmasked Estep 
Score: -27133392.000000 Penalty: 4046.833496
	Iteration 42Q: 3 clusters Score -2.713339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 254067 members 
Entering Unmasked Estep 
Score: -27133390.000000 Penalty: 4046.833496
	Iteration 43Q: 3 clusters Score -2.713339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 254085 members 
Entering Unmasked Estep 
Score: -27133380.000000 Penalty: 4046.833496
	Iteration 44Q: 3 clusters Score -2.713338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 254106 members 
Entering Unmasked Estep 
Score: -27133384.000000 Penalty: 4046.833496
	Iteration 45Q: 3 clusters Score -2.713338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 254126 members 
Entering Unmasked Estep 
Score: -27133380.000000 Penalty: 4046.833496
	Iteration 46Q: 3 clusters Score -2.713338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 254141 members 
Entering Unmasked Estep 
Score: -27133354.000000 Penalty: 4046.833496
	Iteration 47Q: 3 clusters Score -2.713335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 254153 members 
Entering Unmasked Estep 
Score: -27133362.000000 Penalty: 4046.833496
	Iteration 48Q: 3 clusters Score -2.713336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 254161 members 
Entering Unmasked Estep 
Score: -27133376.000000 Penalty: 4046.833496
	Iteration 49Q: 3 clusters Score -2.713338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 254170 members 
Entering Unmasked Estep 
Score: -27133356.000000 Penalty: 4046.833496
	Iteration 50Q: 3 clusters Score -2.713336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 254180 members 
Entering Unmasked Estep 
Score: -27133380.000000 Penalty: 4046.833496
	Iteration 51Q: 3 clusters Score -2.713338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 254185 members 
Entering Unmasked Estep 
Score: -27133380.000000 Penalty: 4046.833496
	Iteration 52Q: 3 clusters Score -2.713338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 254190 members 
Entering Unmasked Estep 
Score: -27133374.000000 Penalty: 4046.833496
	Iteration 53Q: 3 clusters Score -2.713337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 254200 members 
Entering Unmasked Estep 
Score: -27133340.000000 Penalty: 4046.833496
	Iteration 54Q: 3 clusters Score -2.713334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 254210 members 
Entering Unmasked Estep 
Score: -27133364.000000 Penalty: 4046.833496
	Iteration 55Q: 3 clusters Score -2.713336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 254222 members 
Entering Unmasked Estep 
Score: -27133368.000000 Penalty: 4046.833496
	Iteration 56Q: 3 clusters Score -2.713337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 254233 members 
Entering Unmasked Estep 
Score: -27133362.000000 Penalty: 4046.833496
	Iteration 57Q: 3 clusters Score -2.713336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 254243 members 
Entering Unmasked Estep 
Score: -27133356.000000 Penalty: 4046.833496
	Iteration 58Q: 3 clusters Score -2.713336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 254248 members 
Entering Unmasked Estep 
Score: -27133348.000000 Penalty: 4046.833496
	Iteration 59Q: 3 clusters Score -2.713335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 254255 members 
Entering Unmasked Estep 
Score: -27133364.000000 Penalty: 4046.833496
	Iteration 60F: 3 clusters Score -2.713336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 254258 members 
Entering Unmasked Estep 
Score: -27133368.000000 Penalty: 4046.833496
	Iteration 61Q: 3 clusters Score -2.713337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 254263 members 
Entering Unmasked Estep 
Score: -27133368.000000 Penalty: 4046.833496
	Iteration 62Q: 3 clusters Score -2.713337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 254264 members 
Entering Unmasked Estep 
Score: -27133386.000000 Penalty: 4046.833496
	Iteration 63Q: 3 clusters Score -2.713339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 254268 members 
Entering Unmasked Estep 
Score: -27133376.000000 Penalty: 4046.833496
	Iteration 64Q: 3 clusters Score -2.713338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 254272 members 
Entering Unmasked Estep 
Score: -27133382.000000 Penalty: 4046.833496
	Iteration 65Q: 3 clusters Score -2.713338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 254273 members 
Entering Unmasked Estep 
Score: -27133370.000000 Penalty: 4046.833496
	Iteration 66Q: 3 clusters Score -2.713337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 254274 members 
Entering Unmasked Estep 
Score: -27133370.000000 Penalty: 4046.833496
	Iteration 67Q: 3 clusters Score -2.713337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 254275 members 
Entering Unmasked Estep 
Score: -27133368.000000 Penalty: 4046.833496
	Iteration 68Q: 3 clusters Score -2.713337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 254277 members 
Entering Unmasked Estep 
Score: -27133358.000000 Penalty: 4046.833496
	Iteration 69Q: 3 clusters Score -2.713336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 254280 members 
Entering Unmasked Estep 
Score: -27133352.000000 Penalty: 4046.833496
	Iteration 70Q: 3 clusters Score -2.713335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 254287 members 
Entering Unmasked Estep 
Score: -27133350.000000 Penalty: 4046.833496
	Iteration 71Q: 3 clusters Score -2.713335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 254292 members 
Entering Unmasked Estep 
Score: -27133344.000000 Penalty: 4046.833496
	Iteration 72Q: 3 clusters Score -2.713334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 254298 members 
Entering Unmasked Estep 
Score: -27133336.000000 Penalty: 4046.833496
	Iteration 73Q: 3 clusters Score -2.713334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 254307 members 
Entering Unmasked Estep 
Score: -27133348.000000 Penalty: 4046.833496
	Iteration 74Q: 3 clusters Score -2.713335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 254314 members 
Entering Unmasked Estep 
Score: -27133348.000000 Penalty: 4046.833496
	Iteration 75Q: 3 clusters Score -2.713335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 254320 members 
Entering Unmasked Estep 
Score: -27133348.000000 Penalty: 4046.833496
	Iteration 76Q: 3 clusters Score -2.713335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 254325 members 
Entering Unmasked Estep 
Score: -27133364.000000 Penalty: 4046.833496
	Iteration 77Q: 3 clusters Score -2.713336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 254327 members 
Entering Unmasked Estep 
Score: -27133360.000000 Penalty: 4046.833496
	Iteration 78Q: 3 clusters Score -2.713336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 254331 members 
Entering Unmasked Estep 
Score: -27133372.000000 Penalty: 4046.833496
	Iteration 79Q: 3 clusters Score -2.713337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 254335 members 
Entering Unmasked Estep 
Score: -27133360.000000 Penalty: 4046.833496
	Iteration 80F: 3 clusters Score -2.713336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 254337 members 
Entering Unmasked Estep 
Score: -27133350.000000 Penalty: 4046.833496
	Iteration 81Q: 3 clusters Score -2.713335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 254343 members 
Entering Unmasked Estep 
Score: -27133352.000000 Penalty: 4046.833496
	Iteration 82Q: 3 clusters Score -2.713335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 254343 members 
Entering Unmasked Estep 
Score: -27133360.000000 Penalty: 4046.833496
	Iteration 83Q: 3 clusters Score -2.713336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 254344 members 
Entering Unmasked Estep 
Score: -27133340.000000 Penalty: 4046.833496
	Iteration 84Q: 3 clusters Score -2.713334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 254347 members 
Entering Unmasked Estep 
Score: -27133332.000000 Penalty: 4046.833496
	Iteration 85Q: 3 clusters Score -2.713333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 254349 members 
Entering Unmasked Estep 
Score: -27133334.000000 Penalty: 4046.833496
	Iteration 86Q: 3 clusters Score -2.713333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 254350 members 
Entering Unmasked Estep 
Score: -27133340.000000 Penalty: 4046.833496
	Iteration 87Q: 3 clusters Score -2.713334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 254350 members 
Entering Unmasked Estep 
Score: -27133340.000000 Penalty: 4046.833496
	Iteration 88F: 3 clusters Score -2.713334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (172521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Entering Unmasked Estep 
Score: -18421606.000000 Penalty: 1959.469604
	Iteration 0F: 2 clusters Score -1.842161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -18310632.000000 Penalty: 3918.939209
	Iteration 0F: 3 clusters Score -1.831063e+07 nChanged 83839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -18360000.000000 Penalty: 3918.939209
	Iteration 1F: 3 clusters Score -1.836e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -18360566.000000 Penalty: 3918.939209
	Iteration 2Q: 3 clusters Score -1.836057e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -18361338.000000 Penalty: 3918.939209
	Iteration 3Q: 3 clusters Score -1.836134e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -18362478.000000 Penalty: 3918.939209
	Iteration 4Q: 3 clusters Score -1.836248e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -18363776.000000 Penalty: 3918.939209
	Iteration 5Q: 3 clusters Score -1.836378e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -18365124.000000 Penalty: 3918.939209
	Iteration 6Q: 3 clusters Score -1.836512e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -18367632.000000 Penalty: 3918.939209
	Iteration 7Q: 3 clusters Score -1.836763e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -18371534.000000 Penalty: 3918.939209
	Iteration 8Q: 3 clusters Score -1.837153e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -18377800.000000 Penalty: 3918.939209
	Iteration 9F: 3 clusters Score -1.83778e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -18386240.000000 Penalty: 3918.939209
	Iteration 10F: 3 clusters Score -1.838624e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -18394646.000000 Penalty: 3918.939209
	Iteration 11F: 3 clusters Score -1.839465e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -18399606.000000 Penalty: 3918.939209
	Iteration 12F: 3 clusters Score -1.839961e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -18401722.000000 Penalty: 3918.939209
	Iteration 13Q: 3 clusters Score -1.840172e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -18402928.000000 Penalty: 3918.939209
	Iteration 14Q: 3 clusters Score -1.840293e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -18403916.000000 Penalty: 3918.939209
	Iteration 15Q: 3 clusters Score -1.840392e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -18404800.000000 Penalty: 3918.939209
	Iteration 16Q: 3 clusters Score -1.84048e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -18405702.000000 Penalty: 3918.939209
	Iteration 17Q: 3 clusters Score -1.84057e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 110246 members 
Entering Unmasked Estep 
Score: -18406640.000000 Penalty: 3918.939209
	Iteration 18Q: 3 clusters Score -1.840664e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -18407536.000000 Penalty: 3918.939209
	Iteration 19Q: 3 clusters Score -1.840754e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -18408408.000000 Penalty: 3918.939209
	Iteration 20F: 3 clusters Score -1.840841e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -18409484.000000 Penalty: 3918.939209
	Iteration 21Q: 3 clusters Score -1.840948e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -18410492.000000 Penalty: 3918.939209
	Iteration 22Q: 3 clusters Score -1.841049e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -18411328.000000 Penalty: 3918.939209
	Iteration 23Q: 3 clusters Score -1.841133e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -18412244.000000 Penalty: 3918.939209
	Iteration 24Q: 3 clusters Score -1.841224e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -18413136.000000 Penalty: 3918.939209
	Iteration 25Q: 3 clusters Score -1.841314e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -18413980.000000 Penalty: 3918.939209
	Iteration 26Q: 3 clusters Score -1.841398e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -18414826.000000 Penalty: 3918.939209
	Iteration 27Q: 3 clusters Score -1.841483e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -18415676.000000 Penalty: 3918.939209
	Iteration 28Q: 3 clusters Score -1.841568e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -18416580.000000 Penalty: 3918.939209
	Iteration 29Q: 3 clusters Score -1.841658e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -18417374.000000 Penalty: 3918.939209
	Iteration 30Q: 3 clusters Score -1.841737e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 137858 members 
Entering Unmasked Estep 
Score: -18418078.000000 Penalty: 3918.939209
	Iteration 31Q: 3 clusters Score -1.841808e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -18418702.000000 Penalty: 3918.939209
	Iteration 32Q: 3 clusters Score -1.84187e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -18419354.000000 Penalty: 3918.939209
	Iteration 33Q: 3 clusters Score -1.841935e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -18420122.000000 Penalty: 3918.939209
	Iteration 34Q: 3 clusters Score -1.842012e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -18420712.000000 Penalty: 3918.939209
	Iteration 35Q: 3 clusters Score -1.842071e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -18421210.000000 Penalty: 3918.939209
	Iteration 36Q: 3 clusters Score -1.842121e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 149795 members 
Entering Unmasked Estep 
Score: -18421566.000000 Penalty: 3918.939209
	Iteration 37Q: 3 clusters Score -1.842157e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 151821 members 
Entering Unmasked Estep 
Score: -18421992.000000 Penalty: 3918.939209
	Iteration 38Q: 3 clusters Score -1.842199e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -18422176.000000 Penalty: 3918.939209
	Iteration 39Q: 3 clusters Score -1.842218e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -18422250.000000 Penalty: 3918.939209
	Iteration 40F: 3 clusters Score -1.842225e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 157549 members 
Entering Unmasked Estep 
Score: -18422296.000000 Penalty: 3918.939209
	Iteration 41Q: 3 clusters Score -1.84223e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 159334 members 
Entering Unmasked Estep 
Score: -18422146.000000 Penalty: 3918.939209
	Iteration 42Q: 3 clusters Score -1.842215e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -18422064.000000 Penalty: 3918.939209
	Iteration 43Q: 3 clusters Score -1.842206e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 162393 members 
Entering Unmasked Estep 
Score: -18421928.000000 Penalty: 3918.939209
	Iteration 44Q: 3 clusters Score -1.842193e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -18421988.000000 Penalty: 3918.939209
	Iteration 45Q: 3 clusters Score -1.842199e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 164858 members 
Entering Unmasked Estep 
Score: -18421946.000000 Penalty: 3918.939209
	Iteration 46Q: 3 clusters Score -1.842195e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 165837 members 
Entering Unmasked Estep 
Score: -18421942.000000 Penalty: 3918.939209
	Iteration 47Q: 3 clusters Score -1.842194e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -18421904.000000 Penalty: 3918.939209
	Iteration 48Q: 3 clusters Score -1.84219e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -18421784.000000 Penalty: 3918.939209
	Iteration 49Q: 3 clusters Score -1.842178e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 168058 members 
Entering Unmasked Estep 
Score: -18421662.000000 Penalty: 3918.939209
	Iteration 50Q: 3 clusters Score -1.842166e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -18421570.000000 Penalty: 3918.939209
	Iteration 51Q: 3 clusters Score -1.842157e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -18421532.000000 Penalty: 3918.939209
	Iteration 52Q: 3 clusters Score -1.842153e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -18421514.000000 Penalty: 3918.939209
	Iteration 53Q: 3 clusters Score -1.842151e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -18421504.000000 Penalty: 3918.939209
	Iteration 54Q: 3 clusters Score -1.84215e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -18421484.000000 Penalty: 3918.939209
	Iteration 55Q: 3 clusters Score -1.842148e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -18421400.000000 Penalty: 3918.939209
	Iteration 56Q: 3 clusters Score -1.84214e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -18421340.000000 Penalty: 3918.939209
	Iteration 57Q: 3 clusters Score -1.842134e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -18421310.000000 Penalty: 3918.939209
	Iteration 58Q: 3 clusters Score -1.842131e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -18421294.000000 Penalty: 3918.939209
	Iteration 59Q: 3 clusters Score -1.842129e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 170645 members 
Entering Unmasked Estep 
Score: -18421246.000000 Penalty: 3918.939209
	Iteration 60F: 3 clusters Score -1.842125e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -18421194.000000 Penalty: 3918.939209
	Iteration 61Q: 3 clusters Score -1.842119e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -18421146.000000 Penalty: 3918.939209
	Iteration 62Q: 3 clusters Score -1.842115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -18421120.000000 Penalty: 3918.939209
	Iteration 63Q: 3 clusters Score -1.842112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 170881 members 
Entering Unmasked Estep 
Score: -18421102.000000 Penalty: 3918.939209
	Iteration 64Q: 3 clusters Score -1.84211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 170916 members 
Entering Unmasked Estep 
Score: -18421092.000000 Penalty: 3918.939209
	Iteration 65Q: 3 clusters Score -1.842109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -18421084.000000 Penalty: 3918.939209
	Iteration 66Q: 3 clusters Score -1.842108e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 171006 members 
Entering Unmasked Estep 
Score: -18421044.000000 Penalty: 3918.939209
	Iteration 67Q: 3 clusters Score -1.842104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -18421048.000000 Penalty: 3918.939209
	Iteration 68Q: 3 clusters Score -1.842105e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -18421036.000000 Penalty: 3918.939209
	Iteration 69Q: 3 clusters Score -1.842104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 171119 members 
Entering Unmasked Estep 
Score: -18421020.000000 Penalty: 3918.939209
	Iteration 70Q: 3 clusters Score -1.842102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -18421020.000000 Penalty: 3918.939209
	Iteration 71Q: 3 clusters Score -1.842102e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -18421010.000000 Penalty: 3918.939209
	Iteration 72Q: 3 clusters Score -1.842101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 171199 members 
Entering Unmasked Estep 
Score: -18420992.000000 Penalty: 3918.939209
	Iteration 73Q: 3 clusters Score -1.842099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -18420988.000000 Penalty: 3918.939209
	Iteration 74Q: 3 clusters Score -1.842099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -18420972.000000 Penalty: 3918.939209
	Iteration 75Q: 3 clusters Score -1.842097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -18420972.000000 Penalty: 3918.939209
	Iteration 76Q: 3 clusters Score -1.842097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -18420960.000000 Penalty: 3918.939209
	Iteration 77Q: 3 clusters Score -1.842096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -18420956.000000 Penalty: 3918.939209
	Iteration 78Q: 3 clusters Score -1.842096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -18420956.000000 Penalty: 3918.939209
	Iteration 79Q: 3 clusters Score -1.842096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -18420962.000000 Penalty: 3918.939209
	Iteration 80F: 3 clusters Score -1.842096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 171303 members 
Entering Unmasked Estep 
Score: -18420962.000000 Penalty: 3918.939209
	Iteration 81Q: 3 clusters Score -1.842096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -18420966.000000 Penalty: 3918.939209
	Iteration 82Q: 3 clusters Score -1.842097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -18420978.000000 Penalty: 3918.939209
	Iteration 83Q: 3 clusters Score -1.842098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 171312 members 
Entering Unmasked Estep 
Score: -18420962.000000 Penalty: 3918.939209
	Iteration 84Q: 3 clusters Score -1.842096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -18420960.000000 Penalty: 3918.939209
	Iteration 85Q: 3 clusters Score -1.842096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 171333 members 
Entering Unmasked Estep 
Score: -18420952.000000 Penalty: 3918.939209
	Iteration 86Q: 3 clusters Score -1.842095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 171344 members 
Entering Unmasked Estep 
Score: -18420964.000000 Penalty: 3918.939209
	Iteration 87Q: 3 clusters Score -1.842096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -18420946.000000 Penalty: 3918.939209
	Iteration 88Q: 3 clusters Score -1.842095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -18420954.000000 Penalty: 3918.939209
	Iteration 89Q: 3 clusters Score -1.842095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 171374 members 
Entering Unmasked Estep 
Score: -18420936.000000 Penalty: 3918.939209
	Iteration 90Q: 3 clusters Score -1.842094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -18420948.000000 Penalty: 3918.939209
	Iteration 91Q: 3 clusters Score -1.842095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -18420944.000000 Penalty: 3918.939209
	Iteration 92Q: 3 clusters Score -1.842094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -18420944.000000 Penalty: 3918.939209
	Iteration 93Q: 3 clusters Score -1.842094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 171384 members 
Entering Unmasked Estep 
Score: -18420940.000000 Penalty: 3918.939209
	Iteration 94Q: 3 clusters Score -1.842094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -18420936.000000 Penalty: 3918.939209
	Iteration 95Q: 3 clusters Score -1.842094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 171391 members 
Entering Unmasked Estep 
Score: -18420922.000000 Penalty: 3918.939209
	Iteration 96Q: 3 clusters Score -1.842092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -18420938.000000 Penalty: 3918.939209
	Iteration 97Q: 3 clusters Score -1.842094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -18420918.000000 Penalty: 3918.939209
	Iteration 98Q: 3 clusters Score -1.842092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -18420926.000000 Penalty: 3918.939209
	Iteration 99Q: 3 clusters Score -1.842093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 171416 members 
Entering Unmasked Estep 
Score: -18420916.000000 Penalty: 3918.939209
	Iteration 100F: 3 clusters Score -1.842092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -18420904.000000 Penalty: 3918.939209
	Iteration 101Q: 3 clusters Score -1.84209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 171433 members 
Entering Unmasked Estep 
Score: -18420906.000000 Penalty: 3918.939209
	Iteration 102Q: 3 clusters Score -1.842091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -18420906.000000 Penalty: 3918.939209
	Iteration 103Q: 3 clusters Score -1.842091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -18420898.000000 Penalty: 3918.939209
	Iteration 104Q: 3 clusters Score -1.84209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -18420884.000000 Penalty: 3918.939209
	Iteration 105Q: 3 clusters Score -1.842088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -18420890.000000 Penalty: 3918.939209
	Iteration 106Q: 3 clusters Score -1.842089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -18420900.000000 Penalty: 3918.939209
	Iteration 107Q: 3 clusters Score -1.84209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -18420892.000000 Penalty: 3918.939209
	Iteration 108Q: 3 clusters Score -1.842089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -18420886.000000 Penalty: 3918.939209
	Iteration 109Q: 3 clusters Score -1.842089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -18420870.000000 Penalty: 3918.939209
	Iteration 110Q: 3 clusters Score -1.842087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -18420880.000000 Penalty: 3918.939209
	Iteration 111Q: 3 clusters Score -1.842088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -18420886.000000 Penalty: 3918.939209
	Iteration 112Q: 3 clusters Score -1.842089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 171498 members 
Entering Unmasked Estep 
Score: -18420884.000000 Penalty: 3918.939209
	Iteration 113Q: 3 clusters Score -1.842088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 171500 members 
Entering Unmasked Estep 
Score: -18420874.000000 Penalty: 3918.939209
	Iteration 114Q: 3 clusters Score -1.842087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -18420866.000000 Penalty: 3918.939209
	Iteration 115Q: 3 clusters Score -1.842087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -18420872.000000 Penalty: 3918.939209
	Iteration 116Q: 3 clusters Score -1.842087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -18420872.000000 Penalty: 3918.939209
	Iteration 117F: 3 clusters Score -1.842087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 2633 members 
Mstep: Class 13 contains 59722 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 175981 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 255709 members 
Mstep: Class 19 contains 172521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84434072.000000 Penalty: 33158.441406
Iteration 39Q: 16 clusters Score -8.443407e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 19952 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 26329 members 
Mstep: Class 6 contains 45846 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 10 contains 12047 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 13 contains 60272 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 176456 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 255424 members 
Mstep: Class 19 contains 172216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84437320.000000 Penalty: 33158.441406
Iteration 40F: 16 clusters Score -8.443732e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 20064 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 46693 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 10 contains 11451 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 13 contains 59955 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 176587 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 254773 members 
Mstep: Class 19 contains 171802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439336.000000 Penalty: 33158.441406
Iteration 41Q: 16 clusters Score -8.443934e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20127 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 26364 members 
Mstep: Class 6 contains 47358 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 10 contains 10908 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 13 contains 59876 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 176824 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 254299 members 
Mstep: Class 19 contains 171225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440800.000000 Penalty: 33158.441406
Iteration 42Q: 16 clusters Score -8.44408e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 20159 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 26375 members 
Mstep: Class 6 contains 47987 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 13 contains 59848 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 176967 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 253858 members 
Mstep: Class 19 contains 170786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441456.000000 Penalty: 33158.441406
Iteration 43Q: 16 clusters Score -8.444146e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20178 members 
Mstep: Class 4 contains 1010 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 48513 members 
Mstep: Class 7 contains 5702 members 
Mstep: Class 10 contains 9901 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 13 contains 59882 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 177087 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 253432 members 
Mstep: Class 19 contains 170382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442024.000000 Penalty: 33158.441406
Iteration 44Q: 16 clusters Score -8.444202e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20152 members 
Mstep: Class 4 contains 1000 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 48992 members 
Mstep: Class 7 contains 6208 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 13 contains 59920 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 177209 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 253050 members 
Mstep: Class 19 contains 170000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442592.000000 Penalty: 33158.441406
Iteration 45Q: 16 clusters Score -8.444259e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 26393 members 
Mstep: Class 6 contains 49410 members 
Mstep: Class 7 contains 6695 members 
Mstep: Class 10 contains 8999 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 13 contains 59987 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 177188 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 252936 members 
Mstep: Class 19 contains 169542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443288.000000 Penalty: 33158.441406
Iteration 46Q: 16 clusters Score -8.444329e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 963 members 
Mstep: Class 5 contains 26409 members 
Mstep: Class 6 contains 49819 members 
Mstep: Class 7 contains 7153 members 
Mstep: Class 10 contains 8593 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 13 contains 60113 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 177082 members 
Mstep: Class 16 contains 2782 members 
Mstep: Class 17 contains 252843 members 
Mstep: Class 19 contains 169066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443848.000000 Penalty: 33158.441406
Iteration 47Q: 16 clusters Score -8.444385e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 20036 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 26399 members 
Mstep: Class 6 contains 50196 members 
Mstep: Class 7 contains 7576 members 
Mstep: Class 10 contains 8181 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 13 contains 60268 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 176920 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 252769 members 
Mstep: Class 19 contains 168726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445008.000000 Penalty: 33158.441406
Iteration 48Q: 16 clusters Score -8.444501e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19986 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 50534 members 
Mstep: Class 7 contains 7960 members 
Mstep: Class 10 contains 7784 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 13 contains 60455 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 176653 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 252774 members 
Mstep: Class 19 contains 168396 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 16 clusters Score -8.444551e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19940 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 13 contains 60609 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 176385 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 252784 members 
Mstep: Class 19 contains 168129 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -8.444621e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19914 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 51163 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 10 contains 7007 members 
Mstep: Class 11 contains 3571 members 
Mstep: Class 13 contains 60799 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 176019 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 252798 members 
Mstep: Class 19 contains 167917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446384.000000 Penalty: 33158.441406
Iteration 51Q: 16 clusters Score -8.444638e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19861 members 
Mstep: Class 4 contains 839 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 51474 members 
Mstep: Class 7 contains 9040 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 13 contains 60978 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 175754 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 252791 members 
Mstep: Class 19 contains 167706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446960.000000 Penalty: 33158.441406
Iteration 52Q: 16 clusters Score -8.444696e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19794 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 51756 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 13 contains 61132 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 175433 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 252759 members 
Mstep: Class 19 contains 167627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447656.000000 Penalty: 33158.441406
Iteration 53Q: 16 clusters Score -8.444766e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19732 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 52030 members 
Mstep: Class 7 contains 9672 members 
Mstep: Class 10 contains 5979 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 13 contains 61338 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 175122 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 252706 members 
Mstep: Class 19 contains 167525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448240.000000 Penalty: 33158.441406
Iteration 54Q: 16 clusters Score -8.444824e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19661 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 52302 members 
Mstep: Class 7 contains 9971 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 3890 members 
Mstep: Class 13 contains 61557 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 174802 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 252619 members 
Mstep: Class 19 contains 167437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448648.000000 Penalty: 33158.441406
Iteration 55Q: 16 clusters Score -8.444865e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 52510 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 13 contains 61713 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 174501 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 252655 members 
Mstep: Class 19 contains 167332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449128.000000 Penalty: 33158.441406
Iteration 56Q: 16 clusters Score -8.444913e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19519 members 
Mstep: Class 4 contains 773 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 52716 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 4042 members 
Mstep: Class 13 contains 61864 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 174220 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 252670 members 
Mstep: Class 19 contains 167248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449544.000000 Penalty: 33158.441406
Iteration 57Q: 16 clusters Score -8.444954e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19462 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 26372 members 
Mstep: Class 6 contains 52896 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 13 contains 61975 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 174012 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 252655 members 
Mstep: Class 19 contains 167227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449720.000000 Penalty: 33158.441406
Iteration 58Q: 16 clusters Score -8.444972e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19402 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 53097 members 
Mstep: Class 7 contains 10921 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 13 contains 62100 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 15 contains 173806 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 252661 members 
Mstep: Class 19 contains 167197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450272.000000 Penalty: 33158.441406
Iteration 59Q: 16 clusters Score -8.445027e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 19341 members 
Mstep: Class 4 contains 747 members 
Mstep: Class 5 contains 26325 members 
Mstep: Class 6 contains 53276 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 4207 members 
Mstep: Class 13 contains 62225 members 
Mstep: Class 14 contains 4381 members 
Mstep: Class 15 contains 173627 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 252598 members 
Mstep: Class 19 contains 167204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450832.000000 Penalty: 33158.441406
Iteration 60F: 16 clusters Score -8.445083e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 19277 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 53460 members 
Mstep: Class 7 contains 11274 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 13 contains 62371 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 173418 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 252568 members 
Mstep: Class 19 contains 167228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451528.000000 Penalty: 33158.441406
Iteration 61Q: 16 clusters Score -8.445153e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 26282 members 
Mstep: Class 6 contains 53634 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 13 contains 62512 members 
Mstep: Class 14 contains 4386 members 
Mstep: Class 15 contains 173240 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 252540 members 
Mstep: Class 19 contains 167214 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 16 clusters Score -8.445189e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 26274 members 
Mstep: Class 6 contains 53769 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 13 contains 62650 members 
Mstep: Class 14 contains 4387 members 
Mstep: Class 15 contains 173100 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 252488 members 
Mstep: Class 19 contains 167185 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 16 clusters Score -8.445212e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 26265 members 
Mstep: Class 6 contains 53909 members 
Mstep: Class 7 contains 11718 members 
Mstep: Class 10 contains 3663 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 13 contains 62804 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 172921 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 252487 members 
Mstep: Class 19 contains 167132 members 
Entering Unmasked Estep 
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Iteration 64Q: 16 clusters Score -8.445231e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18979 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 26258 members 
Mstep: Class 6 contains 54034 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 13 contains 62967 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 172801 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 252444 members 
Mstep: Class 19 contains 167097 members 
Entering Unmasked Estep 
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Iteration 65Q: 16 clusters Score -8.445274e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18865 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 26246 members 
Mstep: Class 6 contains 54169 members 
Mstep: Class 7 contains 11957 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 13 contains 63147 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 172642 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 252427 members 
Mstep: Class 19 contains 167085 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -8.44529e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18740 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 26224 members 
Mstep: Class 6 contains 54277 members 
Mstep: Class 7 contains 12074 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 13 contains 63313 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 172518 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 252417 members 
Mstep: Class 19 contains 167082 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 16 clusters Score -8.445298e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 26215 members 
Mstep: Class 6 contains 54374 members 
Mstep: Class 7 contains 12165 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 13 contains 63461 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 172454 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 252444 members 
Mstep: Class 19 contains 167023 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -8.445302e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18507 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 26209 members 
Mstep: Class 6 contains 54460 members 
Mstep: Class 7 contains 12252 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 13 contains 63614 members 
Mstep: Class 14 contains 4385 members 
Mstep: Class 15 contains 172376 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 252452 members 
Mstep: Class 19 contains 167004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 16 clusters Score -8.445314e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18398 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 54538 members 
Mstep: Class 7 contains 12323 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 13 contains 63764 members 
Mstep: Class 14 contains 4390 members 
Mstep: Class 15 contains 172304 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 252441 members 
Mstep: Class 19 contains 167020 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -8.445322e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18276 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 54602 members 
Mstep: Class 7 contains 12399 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 13 contains 63904 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 172213 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 252488 members 
Mstep: Class 19 contains 167018 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -8.445322e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18177 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 26185 members 
Mstep: Class 6 contains 54670 members 
Mstep: Class 7 contains 12467 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 13 contains 64043 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 172160 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 252462 members 
Mstep: Class 19 contains 167019 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -8.44535e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18106 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 26178 members 
Mstep: Class 6 contains 54746 members 
Mstep: Class 7 contains 12533 members 
Mstep: Class 10 contains 2348 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 13 contains 64180 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 172086 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 252413 members 
Mstep: Class 19 contains 167031 members 
Entering Unmasked Estep 
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Iteration 73Q: 16 clusters Score -8.445378e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 18036 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 26157 members 
Mstep: Class 6 contains 54812 members 
Mstep: Class 7 contains 12591 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 13 contains 64361 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 171976 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 252417 members 
Mstep: Class 19 contains 166997 members 
Entering Unmasked Estep 
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Iteration 74Q: 16 clusters Score -8.445394e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17982 members 
Mstep: Class 4 contains 435 members 
Mstep: Class 5 contains 26141 members 
Mstep: Class 6 contains 54880 members 
Mstep: Class 7 contains 12660 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 13 contains 64535 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 171929 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 252392 members 
Mstep: Class 19 contains 166905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454120.000000 Penalty: 33158.441406
Iteration 75Q: 16 clusters Score -8.445412e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 26132 members 
Mstep: Class 6 contains 54939 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 10 contains 2078 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 13 contains 64697 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 171829 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 252444 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454280.000000 Penalty: 33158.441406
Iteration 76Q: 16 clusters Score -8.445428e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 26126 members 
Mstep: Class 6 contains 55006 members 
Mstep: Class 7 contains 12750 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 13 contains 64869 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 171667 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 252525 members 
Mstep: Class 19 contains 166757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454360.000000 Penalty: 33158.441406
Iteration 77Q: 16 clusters Score -8.445436e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17766 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 26120 members 
Mstep: Class 6 contains 55051 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 10 contains 1951 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 13 contains 65001 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 171563 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 252598 members 
Mstep: Class 19 contains 166700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454752.000000 Penalty: 33158.441406
Iteration 78Q: 16 clusters Score -8.445475e+07 nChanged 1188
Entering ConstructFrom: 
Score: -84454752.000000 Penalty: 33158.441406
Entering ConstructFrom: 
Trying to split cluster 1 (26754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Entering Unmasked Estep 
Score: -2759807.250000 Penalty: 1656.596313
	Iteration 0F: 2 clusters Score -2759807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2742006.000000 Penalty: 3313.192627
	Iteration 0F: 3 clusters Score -2742006 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2748901.500000 Penalty: 3313.192627
	Iteration 1F: 3 clusters Score -2748902 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2749529.750000 Penalty: 3313.192627
	Iteration 2F: 3 clusters Score -2749530 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2750219.250000 Penalty: 3313.192627
	Iteration 3F: 3 clusters Score -2750219 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2750992.750000 Penalty: 3313.192627
	Iteration 4F: 3 clusters Score -2750993 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2751651.000000 Penalty: 3313.192627
	Iteration 5F: 3 clusters Score -2751651 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2752321.750000 Penalty: 3313.192627
	Iteration 6Q: 3 clusters Score -2752322 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2752989.250000 Penalty: 3313.192627
	Iteration 7Q: 3 clusters Score -2752989 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2753701.250000 Penalty: 3313.192627
	Iteration 8Q: 3 clusters Score -2753701 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2754480.750000 Penalty: 3313.192627
	Iteration 9Q: 3 clusters Score -2754481 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2755319.500000 Penalty: 3313.192627
	Iteration 10Q: 3 clusters Score -2755320 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2756127.500000 Penalty: 3313.192627
	Iteration 11Q: 3 clusters Score -2756128 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2757045.250000 Penalty: 3313.192627
	Iteration 12Q: 3 clusters Score -2757045 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2758252.250000 Penalty: 3313.192627
	Iteration 13Q: 3 clusters Score -2758252 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2759167.000000 Penalty: 3313.192627
	Iteration 14Q: 3 clusters Score -2759167 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2759524.000000 Penalty: 3313.192627
	Iteration 15Q: 3 clusters Score -2759524 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2759783.000000 Penalty: 3313.192627
	Iteration 16Q: 3 clusters Score -2759783 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2759962.250000 Penalty: 3313.192627
	Iteration 17Q: 3 clusters Score -2759962 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2760111.750000 Penalty: 3313.192627
	Iteration 18Q: 3 clusters Score -2760112 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2760246.750000 Penalty: 3313.192627
	Iteration 19Q: 3 clusters Score -2760247 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2760347.500000 Penalty: 3313.192627
	Iteration 20F: 3 clusters Score -2760348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2760451.000000 Penalty: 3313.192627
	Iteration 21Q: 3 clusters Score -2760451 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2760553.500000 Penalty: 3313.192627
	Iteration 22Q: 3 clusters Score -2760554 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2760653.000000 Penalty: 3313.192627
	Iteration 23Q: 3 clusters Score -2760653 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2760809.500000 Penalty: 3313.192627
	Iteration 24Q: 3 clusters Score -2760810 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2760951.500000 Penalty: 3313.192627
	Iteration 25Q: 3 clusters Score -2760952 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2761104.750000 Penalty: 3313.192627
	Iteration 26Q: 3 clusters Score -2761105 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2761282.500000 Penalty: 3313.192627
	Iteration 27Q: 3 clusters Score -2761282 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2761443.750000 Penalty: 3313.192627
	Iteration 28Q: 3 clusters Score -2761444 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2761638.500000 Penalty: 3313.192627
	Iteration 29Q: 3 clusters Score -2761638 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2761813.000000 Penalty: 3313.192627
	Iteration 30Q: 3 clusters Score -2761813 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2761964.000000 Penalty: 3313.192627
	Iteration 31Q: 3 clusters Score -2761964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2762123.250000 Penalty: 3313.192627
	Iteration 32Q: 3 clusters Score -2762123 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2762268.250000 Penalty: 3313.192627
	Iteration 33Q: 3 clusters Score -2762268 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2762446.500000 Penalty: 3313.192627
	Iteration 34Q: 3 clusters Score -2762446 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2762624.250000 Penalty: 3313.192627
	Iteration 35Q: 3 clusters Score -2762624 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2762807.000000 Penalty: 3313.192627
	Iteration 36Q: 3 clusters Score -2762807 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2762982.750000 Penalty: 3313.192627
	Iteration 37Q: 3 clusters Score -2762983 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2763149.500000 Penalty: 3313.192627
	Iteration 38Q: 3 clusters Score -2763150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2763269.250000 Penalty: 3313.192627
	Iteration 39Q: 3 clusters Score -2763269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2763838.250000 Penalty: 3313.192627
	Iteration 40F: 3 clusters Score -2763838 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2764667.500000 Penalty: 3313.192627
	Iteration 41Q: 3 clusters Score -2764668 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2765233.250000 Penalty: 3313.192627
	Iteration 42Q: 3 clusters Score -2765233 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2765574.000000 Penalty: 3313.192627
	Iteration 43Q: 3 clusters Score -2765574 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2765793.250000 Penalty: 3313.192627
	Iteration 44Q: 3 clusters Score -2765793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2765887.500000 Penalty: 3313.192627
	Iteration 45Q: 3 clusters Score -2765888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2765917.500000 Penalty: 3313.192627
	Iteration 46Q: 3 clusters Score -2765918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2765948.000000 Penalty: 3313.192627
	Iteration 47Q: 3 clusters Score -2765948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2765965.500000 Penalty: 3313.192627
	Iteration 48Q: 3 clusters Score -2765966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2765985.000000 Penalty: 3313.192627
	Iteration 49Q: 3 clusters Score -2765985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2765978.750000 Penalty: 3313.192627
	Iteration 50Q: 3 clusters Score -2765979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2765984.500000 Penalty: 3313.192627
	Iteration 51Q: 3 clusters Score -2765984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2765989.250000 Penalty: 3313.192627
	Iteration 52Q: 3 clusters Score -2765989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2765989.500000 Penalty: 3313.192627
	Iteration 53Q: 3 clusters Score -2765990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2765990.000000 Penalty: 3313.192627
	Iteration 54Q: 3 clusters Score -2765990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2765984.500000 Penalty: 3313.192627
	Iteration 55Q: 3 clusters Score -2765984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2765982.250000 Penalty: 3313.192627
	Iteration 56Q: 3 clusters Score -2765982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2765983.500000 Penalty: 3313.192627
	Iteration 57Q: 3 clusters Score -2765984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2765990.250000 Penalty: 3313.192627
	Iteration 58Q: 3 clusters Score -2765990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2765985.250000 Penalty: 3313.192627
	Iteration 59Q: 3 clusters Score -2765985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2765993.250000 Penalty: 3313.192627
	Iteration 60F: 3 clusters Score -2765993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2765994.500000 Penalty: 3313.192627
	Iteration 61Q: 3 clusters Score -2765994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2765992.750000 Penalty: 3313.192627
	Iteration 62Q: 3 clusters Score -2765993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2765990.500000 Penalty: 3313.192627
	Iteration 63Q: 3 clusters Score -2765990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2765991.000000 Penalty: 3313.192627
	Iteration 64Q: 3 clusters Score -2765991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2765992.000000 Penalty: 3313.192627
	Iteration 65Q: 3 clusters Score -2765992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2765990.500000 Penalty: 3313.192627
	Iteration 66Q: 3 clusters Score -2765990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2765989.500000 Penalty: 3313.192627
	Iteration 67Q: 3 clusters Score -2765990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2765989.500000 Penalty: 3313.192627
	Iteration 68F: 3 clusters Score -2765990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 26108 members 
Mstep: Class 6 contains 55117 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 14676 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 13 contains 65113 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 171431 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 252686 members 
Mstep: Class 19 contains 166665 members 
Entering Unmasked Estep 
Score: -84460104.000000 Penalty: 35369.003906
Splitting cluster 1 changes total score from -84454752.000000 to -84460104.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -9757.842773 Penalty: 759.334656
	Iteration 0F: 2 clusters Score -9757.843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9187.548828 Penalty: 1518.669312
	Iteration 0F: 3 clusters Score -9187.549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9211.999023 Penalty: 1518.669312
	Iteration 1Q: 3 clusters Score -9211.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9211.999023 Penalty: 1518.669312
	Iteration 2F: 3 clusters Score -9211.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Entering Unmasked Estep 
Score: -1923050.625000 Penalty: 1589.354248
	Iteration 0F: 2 clusters Score -1923051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1910924.000000 Penalty: 3178.708496
	Iteration 0F: 3 clusters Score -1910924 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1915094.875000 Penalty: 3178.708496
	Iteration 1F: 3 clusters Score -1915095 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1915410.375000 Penalty: 3178.708496
	Iteration 2Q: 3 clusters Score -1915410 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1915712.625000 Penalty: 3178.708496
	Iteration 3Q: 3 clusters Score -1915713 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1916006.875000 Penalty: 3178.708496
	Iteration 4Q: 3 clusters Score -1916007 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1916380.625000 Penalty: 3178.708496
	Iteration 5Q: 3 clusters Score -1916381 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1916814.750000 Penalty: 3178.708496
	Iteration 6Q: 3 clusters Score -1916815 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1917410.750000 Penalty: 3178.708496
	Iteration 7F: 3 clusters Score -1917411 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1918122.250000 Penalty: 3178.708496
	Iteration 8F: 3 clusters Score -1918122 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1918882.875000 Penalty: 3178.708496
	Iteration 9F: 3 clusters Score -1918883 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1919568.500000 Penalty: 3178.708496
	Iteration 10F: 3 clusters Score -1919568 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1920150.125000 Penalty: 3178.708496
	Iteration 11Q: 3 clusters Score -1920150 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1920530.500000 Penalty: 3178.708496
	Iteration 12Q: 3 clusters Score -1920530 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1920812.250000 Penalty: 3178.708496
	Iteration 13Q: 3 clusters Score -1920812 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1921026.000000 Penalty: 3178.708496
	Iteration 14Q: 3 clusters Score -1921026 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1921221.375000 Penalty: 3178.708496
	Iteration 15Q: 3 clusters Score -1921221 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1921354.000000 Penalty: 3178.708496
	Iteration 16Q: 3 clusters Score -1921354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1921448.000000 Penalty: 3178.708496
	Iteration 17Q: 3 clusters Score -1921448 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1921535.625000 Penalty: 3178.708496
	Iteration 18Q: 3 clusters Score -1921536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1921590.625000 Penalty: 3178.708496
	Iteration 19Q: 3 clusters Score -1921591 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1921656.375000 Penalty: 3178.708496
	Iteration 20F: 3 clusters Score -1921656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1921699.250000 Penalty: 3178.708496
	Iteration 21Q: 3 clusters Score -1921699 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1921748.875000 Penalty: 3178.708496
	Iteration 22Q: 3 clusters Score -1921749 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1921781.375000 Penalty: 3178.708496
	Iteration 23Q: 3 clusters Score -1921781 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1921806.625000 Penalty: 3178.708496
	Iteration 24Q: 3 clusters Score -1921807 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1921833.875000 Penalty: 3178.708496
	Iteration 25Q: 3 clusters Score -1921834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1921865.125000 Penalty: 3178.708496
	Iteration 26Q: 3 clusters Score -1921865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1921888.250000 Penalty: 3178.708496
	Iteration 27Q: 3 clusters Score -1921888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1921906.500000 Penalty: 3178.708496
	Iteration 28Q: 3 clusters Score -1921906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1921931.750000 Penalty: 3178.708496
	Iteration 29Q: 3 clusters Score -1921932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1921953.875000 Penalty: 3178.708496
	Iteration 30Q: 3 clusters Score -1921954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1921976.250000 Penalty: 3178.708496
	Iteration 31Q: 3 clusters Score -1921976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1921998.750000 Penalty: 3178.708496
	Iteration 32Q: 3 clusters Score -1921999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1922022.000000 Penalty: 3178.708496
	Iteration 33Q: 3 clusters Score -1922022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1922044.625000 Penalty: 3178.708496
	Iteration 34Q: 3 clusters Score -1922045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1922049.750000 Penalty: 3178.708496
	Iteration 35Q: 3 clusters Score -1922050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1922063.000000 Penalty: 3178.708496
	Iteration 36Q: 3 clusters Score -1922063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1922090.000000 Penalty: 3178.708496
	Iteration 37Q: 3 clusters Score -1922090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1922109.125000 Penalty: 3178.708496
	Iteration 38Q: 3 clusters Score -1922109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1922127.250000 Penalty: 3178.708496
	Iteration 39Q: 3 clusters Score -1922127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1922145.375000 Penalty: 3178.708496
	Iteration 40F: 3 clusters Score -1922145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1922156.625000 Penalty: 3178.708496
	Iteration 41Q: 3 clusters Score -1922157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1922163.625000 Penalty: 3178.708496
	Iteration 42Q: 3 clusters Score -1922164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1922171.500000 Penalty: 3178.708496
	Iteration 43Q: 3 clusters Score -1922172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1922176.625000 Penalty: 3178.708496
	Iteration 44Q: 3 clusters Score -1922177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1922179.875000 Penalty: 3178.708496
	Iteration 45Q: 3 clusters Score -1922180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1922181.625000 Penalty: 3178.708496
	Iteration 46Q: 3 clusters Score -1922182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1922188.375000 Penalty: 3178.708496
	Iteration 47Q: 3 clusters Score -1922188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1922197.000000 Penalty: 3178.708496
	Iteration 48Q: 3 clusters Score -1922197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1922208.000000 Penalty: 3178.708496
	Iteration 49Q: 3 clusters Score -1922208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1922215.500000 Penalty: 3178.708496
	Iteration 50Q: 3 clusters Score -1922216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1922224.875000 Penalty: 3178.708496
	Iteration 51Q: 3 clusters Score -1922225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1922223.875000 Penalty: 3178.708496
	Iteration 52Q: 3 clusters Score -1922224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1922225.125000 Penalty: 3178.708496
	Iteration 53Q: 3 clusters Score -1922225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1922226.875000 Penalty: 3178.708496
	Iteration 54Q: 3 clusters Score -1922227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1922224.500000 Penalty: 3178.708496
	Iteration 55Q: 3 clusters Score -1922224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1922230.375000 Penalty: 3178.708496
	Iteration 56Q: 3 clusters Score -1922230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1922232.375000 Penalty: 3178.708496
	Iteration 57Q: 3 clusters Score -1922232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1922237.000000 Penalty: 3178.708496
	Iteration 58Q: 3 clusters Score -1922237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1922237.375000 Penalty: 3178.708496
	Iteration 59Q: 3 clusters Score -1922237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1922237.000000 Penalty: 3178.708496
	Iteration 60F: 3 clusters Score -1922237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1922237.750000 Penalty: 3178.708496
	Iteration 61Q: 3 clusters Score -1922238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1922237.750000 Penalty: 3178.708496
	Iteration 62F: 3 clusters Score -1922238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -38072.101562 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -38072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37176.347656 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -37176.35 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37544.011719 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -37544.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37669.824219 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -37669.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37813.839844 Penalty: 1967.692871
	Iteration 3F: 3 clusters Score -37813.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37962.925781 Penalty: 1967.692871
	Iteration 4F: 3 clusters Score -37962.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38098.335938 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -38098.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38178.617188 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -38178.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38202.710938 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -38202.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38202.710938 Penalty: 1967.692871
	Iteration 8F: 3 clusters Score -38202.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 102 members 
Mstep: Class 5 contains 26108 members 
Mstep: Class 6 contains 55117 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 14676 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 13 contains 65113 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 171431 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 252686 members 
Mstep: Class 19 contains 166665 members 
Entering Unmasked Estep 
Score: -84459016.000000 Penalty: 37579.566406
Splitting cluster 4 changes total score from -84454752.000000 to -84459016.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (26108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Entering Unmasked Estep 
Score: -2725024.750000 Penalty: 1652.624512
	Iteration 0F: 2 clusters Score -2725025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2707472.000000 Penalty: 3305.249023
	Iteration 0F: 3 clusters Score -2707472 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2714099.250000 Penalty: 3305.249023
	Iteration 1F: 3 clusters Score -2714099 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2714602.500000 Penalty: 3305.249023
	Iteration 2Q: 3 clusters Score -2714602 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2715105.500000 Penalty: 3305.249023
	Iteration 3Q: 3 clusters Score -2715106 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2715636.750000 Penalty: 3305.249023
	Iteration 4Q: 3 clusters Score -2715637 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2716227.000000 Penalty: 3305.249023
	Iteration 5Q: 3 clusters Score -2716227 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2716889.250000 Penalty: 3305.249023
	Iteration 6Q: 3 clusters Score -2716889 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2717720.750000 Penalty: 3305.249023
	Iteration 7F: 3 clusters Score -2717721 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2718668.250000 Penalty: 3305.249023
	Iteration 8F: 3 clusters Score -2718668 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2719512.250000 Penalty: 3305.249023
	Iteration 9Q: 3 clusters Score -2719512 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2720161.500000 Penalty: 3305.249023
	Iteration 10Q: 3 clusters Score -2720162 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2720552.500000 Penalty: 3305.249023
	Iteration 11Q: 3 clusters Score -2720552 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2720754.500000 Penalty: 3305.249023
	Iteration 12Q: 3 clusters Score -2720754 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2720889.500000 Penalty: 3305.249023
	Iteration 13Q: 3 clusters Score -2720890 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2720982.250000 Penalty: 3305.249023
	Iteration 14Q: 3 clusters Score -2720982 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2721062.750000 Penalty: 3305.249023
	Iteration 15Q: 3 clusters Score -2721063 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2721134.500000 Penalty: 3305.249023
	Iteration 16Q: 3 clusters Score -2721134 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2721189.750000 Penalty: 3305.249023
	Iteration 17Q: 3 clusters Score -2721190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2721232.000000 Penalty: 3305.249023
	Iteration 18Q: 3 clusters Score -2721232 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2721275.000000 Penalty: 3305.249023
	Iteration 19Q: 3 clusters Score -2721275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2721341.500000 Penalty: 3305.249023
	Iteration 20F: 3 clusters Score -2721342 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2721396.750000 Penalty: 3305.249023
	Iteration 21Q: 3 clusters Score -2721397 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2721444.500000 Penalty: 3305.249023
	Iteration 22Q: 3 clusters Score -2721444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2721479.000000 Penalty: 3305.249023
	Iteration 23Q: 3 clusters Score -2721479 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2721526.750000 Penalty: 3305.249023
	Iteration 24Q: 3 clusters Score -2721527 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2721563.500000 Penalty: 3305.249023
	Iteration 25Q: 3 clusters Score -2721564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2721593.000000 Penalty: 3305.249023
	Iteration 26Q: 3 clusters Score -2721593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2721611.500000 Penalty: 3305.249023
	Iteration 27Q: 3 clusters Score -2721612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2721648.000000 Penalty: 3305.249023
	Iteration 28Q: 3 clusters Score -2721648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2721656.750000 Penalty: 3305.249023
	Iteration 29Q: 3 clusters Score -2721657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2721690.500000 Penalty: 3305.249023
	Iteration 30Q: 3 clusters Score -2721690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2721686.500000 Penalty: 3305.249023
	Iteration 31Q: 3 clusters Score -2721686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2721701.750000 Penalty: 3305.249023
	Iteration 32Q: 3 clusters Score -2721702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2721720.000000 Penalty: 3305.249023
	Iteration 33Q: 3 clusters Score -2721720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2721717.750000 Penalty: 3305.249023
	Iteration 34Q: 3 clusters Score -2721718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2721721.500000 Penalty: 3305.249023
	Iteration 35Q: 3 clusters Score -2721722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2721720.750000 Penalty: 3305.249023
	Iteration 36Q: 3 clusters Score -2721721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2721720.750000 Penalty: 3305.249023
	Iteration 37Q: 3 clusters Score -2721721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2721726.250000 Penalty: 3305.249023
	Iteration 38Q: 3 clusters Score -2721726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2721732.250000 Penalty: 3305.249023
	Iteration 39Q: 3 clusters Score -2721732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2721741.250000 Penalty: 3305.249023
	Iteration 40F: 3 clusters Score -2721741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2721738.750000 Penalty: 3305.249023
	Iteration 41Q: 3 clusters Score -2721739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2721740.250000 Penalty: 3305.249023
	Iteration 42Q: 3 clusters Score -2721740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2721749.250000 Penalty: 3305.249023
	Iteration 43Q: 3 clusters Score -2721749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2721749.500000 Penalty: 3305.249023
	Iteration 44Q: 3 clusters Score -2721750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2721751.000000 Penalty: 3305.249023
	Iteration 45Q: 3 clusters Score -2721751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2721752.500000 Penalty: 3305.249023
	Iteration 46Q: 3 clusters Score -2721752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2721750.500000 Penalty: 3305.249023
	Iteration 47Q: 3 clusters Score -2721750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2721750.750000 Penalty: 3305.249023
	Iteration 48Q: 3 clusters Score -2721751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2721749.000000 Penalty: 3305.249023
	Iteration 49Q: 3 clusters Score -2721749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2721751.750000 Penalty: 3305.249023
	Iteration 50Q: 3 clusters Score -2721752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2721758.000000 Penalty: 3305.249023
	Iteration 51Q: 3 clusters Score -2721758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2721762.500000 Penalty: 3305.249023
	Iteration 52Q: 3 clusters Score -2721762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2721757.500000 Penalty: 3305.249023
	Iteration 53Q: 3 clusters Score -2721758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2721760.000000 Penalty: 3305.249023
	Iteration 54Q: 3 clusters Score -2721760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2721763.250000 Penalty: 3305.249023
	Iteration 55Q: 3 clusters Score -2721763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2721753.500000 Penalty: 3305.249023
	Iteration 56Q: 3 clusters Score -2721754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2721753.750000 Penalty: 3305.249023
	Iteration 57Q: 3 clusters Score -2721754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2721753.000000 Penalty: 3305.249023
	Iteration 58Q: 3 clusters Score -2721753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2721754.750000 Penalty: 3305.249023
	Iteration 59Q: 3 clusters Score -2721755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2721757.000000 Penalty: 3305.249023
	Iteration 60F: 3 clusters Score -2721757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2721754.250000 Penalty: 3305.249023
	Iteration 61Q: 3 clusters Score -2721754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2721756.500000 Penalty: 3305.249023
	Iteration 62Q: 3 clusters Score -2721756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2721762.000000 Penalty: 3305.249023
	Iteration 63Q: 3 clusters Score -2721762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2721756.500000 Penalty: 3305.249023
	Iteration 64Q: 3 clusters Score -2721756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2721760.500000 Penalty: 3305.249023
	Iteration 65Q: 3 clusters Score -2721760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2721760.750000 Penalty: 3305.249023
	Iteration 66Q: 3 clusters Score -2721761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2721764.750000 Penalty: 3305.249023
	Iteration 67Q: 3 clusters Score -2721765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2721763.000000 Penalty: 3305.249023
	Iteration 68Q: 3 clusters Score -2721763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2721766.000000 Penalty: 3305.249023
	Iteration 69Q: 3 clusters Score -2721766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2721766.750000 Penalty: 3305.249023
	Iteration 70Q: 3 clusters Score -2721767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2721770.250000 Penalty: 3305.249023
	Iteration 71Q: 3 clusters Score -2721770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2721773.000000 Penalty: 3305.249023
	Iteration 72Q: 3 clusters Score -2721773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2721766.000000 Penalty: 3305.249023
	Iteration 73Q: 3 clusters Score -2721766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2721767.500000 Penalty: 3305.249023
	Iteration 74Q: 3 clusters Score -2721768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2721768.250000 Penalty: 3305.249023
	Iteration 75Q: 3 clusters Score -2721768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2721768.250000 Penalty: 3305.249023
	Iteration 76Q: 3 clusters Score -2721768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2721771.500000 Penalty: 3305.249023
	Iteration 77Q: 3 clusters Score -2721772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2721772.250000 Penalty: 3305.249023
	Iteration 78Q: 3 clusters Score -2721772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2721769.250000 Penalty: 3305.249023
	Iteration 79Q: 3 clusters Score -2721769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2721768.250000 Penalty: 3305.249023
	Iteration 80F: 3 clusters Score -2721768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2721775.000000 Penalty: 3305.249023
	Iteration 81Q: 3 clusters Score -2721775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2721773.000000 Penalty: 3305.249023
	Iteration 82Q: 3 clusters Score -2721773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2721774.750000 Penalty: 3305.249023
	Iteration 83Q: 3 clusters Score -2721775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2721783.500000 Penalty: 3305.249023
	Iteration 84Q: 3 clusters Score -2721784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2721781.250000 Penalty: 3305.249023
	Iteration 85Q: 3 clusters Score -2721781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2721789.500000 Penalty: 3305.249023
	Iteration 86Q: 3 clusters Score -2721790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2721785.000000 Penalty: 3305.249023
	Iteration 87Q: 3 clusters Score -2721785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2721782.000000 Penalty: 3305.249023
	Iteration 88Q: 3 clusters Score -2721782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2721782.750000 Penalty: 3305.249023
	Iteration 89Q: 3 clusters Score -2721783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2721785.250000 Penalty: 3305.249023
	Iteration 90Q: 3 clusters Score -2721785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2721786.250000 Penalty: 3305.249023
	Iteration 91Q: 3 clusters Score -2721786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2721791.750000 Penalty: 3305.249023
	Iteration 92Q: 3 clusters Score -2721792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2721795.000000 Penalty: 3305.249023
	Iteration 93Q: 3 clusters Score -2721795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2721797.750000 Penalty: 3305.249023
	Iteration 94Q: 3 clusters Score -2721798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2721797.500000 Penalty: 3305.249023
	Iteration 95Q: 3 clusters Score -2721798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2721796.250000 Penalty: 3305.249023
	Iteration 96Q: 3 clusters Score -2721796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2721801.250000 Penalty: 3305.249023
	Iteration 97Q: 3 clusters Score -2721801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2721799.750000 Penalty: 3305.249023
	Iteration 98Q: 3 clusters Score -2721800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2721795.250000 Penalty: 3305.249023
	Iteration 99Q: 3 clusters Score -2721795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2721800.500000 Penalty: 3305.249023
	Iteration 100F: 3 clusters Score -2721800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2721806.500000 Penalty: 3305.249023
	Iteration 101Q: 3 clusters Score -2721806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2721808.750000 Penalty: 3305.249023
	Iteration 102Q: 3 clusters Score -2721809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2721819.000000 Penalty: 3305.249023
	Iteration 103Q: 3 clusters Score -2721819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2721820.250000 Penalty: 3305.249023
	Iteration 104Q: 3 clusters Score -2721820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2721818.250000 Penalty: 3305.249023
	Iteration 105Q: 3 clusters Score -2721818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2721819.750000 Penalty: 3305.249023
	Iteration 106Q: 3 clusters Score -2721820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2721815.000000 Penalty: 3305.249023
	Iteration 107Q: 3 clusters Score -2721815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2721815.750000 Penalty: 3305.249023
	Iteration 108Q: 3 clusters Score -2721816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2721821.500000 Penalty: 3305.249023
	Iteration 109Q: 3 clusters Score -2721822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2721824.500000 Penalty: 3305.249023
	Iteration 110Q: 3 clusters Score -2721824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2721824.250000 Penalty: 3305.249023
	Iteration 111Q: 3 clusters Score -2721824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2721836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2721839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2721833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2721838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2721840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2721843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2721851 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2721858 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2721868 nChanged 64
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Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2721870 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2721884 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2721898 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2721912 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2721918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2721939 nChanged 133
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Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2721957 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2721974 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2722003.250000 Penalty: 3305.249023
	Iteration 129Q: 3 clusters Score -2722003 nChanged 140
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Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2722028 nChanged 156
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Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2722055 nChanged 165
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Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2722101 nChanged 200
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Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2722148 nChanged 195
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Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2722188 nChanged 241
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Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2722246 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2722320 nChanged 213
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Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2722371 nChanged 226
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Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2722445 nChanged 237
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Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2722513 nChanged 248
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Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2722579 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2722656 nChanged 211
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Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2722720 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2722749 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2722790 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2722851 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2722906 nChanged 175
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Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2722948 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2722987 nChanged 165
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Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2723023 nChanged 158
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Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2723068 nChanged 152
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Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2723105 nChanged 156
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Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2723148 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2723202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2723245 nChanged 154
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Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2723298 nChanged 159
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Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2723355.250000 Penalty: 3305.249023
	Iteration 156Q: 3 clusters Score -2723355 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 2452 members 
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	Iteration 157Q: 3 clusters Score -2723395 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2723426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
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Entering Unmasked Estep 
Score: -2723453.250000 Penalty: 3305.249023
	Iteration 159Q: 3 clusters Score -2723453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2723472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2723494 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2723508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2723532.500000 Penalty: 3305.249023
	Iteration 163Q: 3 clusters Score -2723532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2723546 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24284 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2723554 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2723564.000000 Penalty: 3305.249023
	Iteration 166Q: 3 clusters Score -2723564 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24369 members 
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	Iteration 167Q: 3 clusters Score -2723566 nChanged 38
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Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 1703 members 
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	Iteration 168Q: 3 clusters Score -2723584 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2723594 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1650 members 
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	Iteration 170Q: 3 clusters Score -2723596 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24473 members 
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	Iteration 171Q: 3 clusters Score -2723601 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1618 members 
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Score: -2723602.750000 Penalty: 3305.249023
	Iteration 172Q: 3 clusters Score -2723603 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2723603 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2723605.250000 Penalty: 3305.249023
	Iteration 174Q: 3 clusters Score -2723605 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1573 members 
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	Iteration 175Q: 3 clusters Score -2723606 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2723614 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24558 members 
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	Iteration 177Q: 3 clusters Score -2723613 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24570 members 
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Entering Unmasked Estep 
Score: -2723617.750000 Penalty: 3305.249023
	Iteration 178Q: 3 clusters Score -2723618 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24580 members 
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Entering Unmasked Estep 
Score: -2723628.250000 Penalty: 3305.249023
	Iteration 179Q: 3 clusters Score -2723628 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2723626.250000 Penalty: 3305.249023
	Iteration 180F: 3 clusters Score -2723626 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2723630.250000 Penalty: 3305.249023
	Iteration 181Q: 3 clusters Score -2723630 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2723631 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2723631 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2723632 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24632 members 
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Entering Unmasked Estep 
Score: -2723637.250000 Penalty: 3305.249023
	Iteration 185Q: 3 clusters Score -2723637 nChanged 10
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Mstep: Class 1 contains 24642 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2723638 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24653 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2723640 nChanged 10
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Mstep: Class 1 contains 24663 members 
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Entering Unmasked Estep 
Score: -2723641.250000 Penalty: 3305.249023
	Iteration 188Q: 3 clusters Score -2723641 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24675 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2723639 nChanged 20
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Mstep: Class 1 contains 24689 members 
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Score: -2723646.250000 Penalty: 3305.249023
	Iteration 190Q: 3 clusters Score -2723646 nChanged 19
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Mstep: Class 1 contains 24706 members 
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	Iteration 191Q: 3 clusters Score -2723649 nChanged 22
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Mstep: Class 1 contains 24726 members 
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	Iteration 192Q: 3 clusters Score -2723663 nChanged 21
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	Iteration 193Q: 3 clusters Score -2723664 nChanged 18
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Mstep: Class 1 contains 24761 members 
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	Iteration 194Q: 3 clusters Score -2723665 nChanged 19
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	Iteration 195Q: 3 clusters Score -2723667 nChanged 15
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Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2723669 nChanged 13
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Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2723673.250000 Penalty: 3305.249023
	Iteration 197Q: 3 clusters Score -2723673 nChanged 10
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Mstep: Class 1 contains 24810 members 
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Entering Unmasked Estep 
Score: -2723675.750000 Penalty: 3305.249023
	Iteration 198Q: 3 clusters Score -2723676 nChanged 12
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Mstep: Class 1 contains 24822 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2723680 nChanged 9
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Mstep: Class 1 contains 24831 members 
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Entering Unmasked Estep 
Score: -2723683.000000 Penalty: 3305.249023
	Iteration 200F: 3 clusters Score -2723683 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24836 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2723683 nChanged 3
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Mstep: Class 1 contains 24839 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2723682 nChanged 2
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Mstep: Class 1 contains 24839 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2723686 nChanged 2
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Mstep: Class 1 contains 24841 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2723684 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2723682.500000 Penalty: 3305.249023
	Iteration 205Q: 3 clusters Score -2723682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2723684.250000 Penalty: 3305.249023
	Iteration 206Q: 3 clusters Score -2723684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2723684.250000 Penalty: 3305.249023
	Iteration 207F: 3 clusters Score -2723684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Entering Unmasked Estep 
Score: -5741385.000000 Penalty: 1774.047241
	Iteration 0F: 2 clusters Score -5741385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -5704535.500000 Penalty: 3548.094482
	Iteration 0F: 3 clusters Score -5704536 nChanged 26051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5719495.000000 Penalty: 3548.094482
	Iteration 1F: 3 clusters Score -5719495 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5720056.000000 Penalty: 3548.094482
	Iteration 2Q: 3 clusters Score -5720056 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -5720675.500000 Penalty: 3548.094482
	Iteration 3Q: 3 clusters Score -5720676 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5721552.500000 Penalty: 3548.094482
	Iteration 4Q: 3 clusters Score -5721552 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5722727.000000 Penalty: 3548.094482
	Iteration 5Q: 3 clusters Score -5722727 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -5724367.500000 Penalty: 3548.094482
	Iteration 6F: 3 clusters Score -5724368 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5726346.500000 Penalty: 3548.094482
	Iteration 7F: 3 clusters Score -5726346 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5728269.000000 Penalty: 3548.094482
	Iteration 8F: 3 clusters Score -5728269 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5729651.000000 Penalty: 3548.094482
	Iteration 9F: 3 clusters Score -5729651 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5730425.500000 Penalty: 3548.094482
	Iteration 10Q: 3 clusters Score -5730426 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5730938.500000 Penalty: 3548.094482
	Iteration 11Q: 3 clusters Score -5730938 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5731362.500000 Penalty: 3548.094482
	Iteration 12Q: 3 clusters Score -5731362 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5731840.000000 Penalty: 3548.094482
	Iteration 13Q: 3 clusters Score -5731840 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5732446.500000 Penalty: 3548.094482
	Iteration 14Q: 3 clusters Score -5732446 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5733268.500000 Penalty: 3548.094482
	Iteration 15Q: 3 clusters Score -5733268 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5734247.000000 Penalty: 3548.094482
	Iteration 16Q: 3 clusters Score -5734247 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5735324.500000 Penalty: 3548.094482
	Iteration 17Q: 3 clusters Score -5735324 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5736375.500000 Penalty: 3548.094482
	Iteration 18Q: 3 clusters Score -5736376 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5737350.000000 Penalty: 3548.094482
	Iteration 19Q: 3 clusters Score -5737350 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -5738143.000000 Penalty: 3548.094482
	Iteration 20F: 3 clusters Score -5738143 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -5738644.000000 Penalty: 3548.094482
	Iteration 21Q: 3 clusters Score -5738644 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5738941.500000 Penalty: 3548.094482
	Iteration 22Q: 3 clusters Score -5738942 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -5739173.000000 Penalty: 3548.094482
	Iteration 23Q: 3 clusters Score -5739173 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5739290.500000 Penalty: 3548.094482
	Iteration 24Q: 3 clusters Score -5739290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -5739384.500000 Penalty: 3548.094482
	Iteration 25Q: 3 clusters Score -5739384 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -5739476.500000 Penalty: 3548.094482
	Iteration 26Q: 3 clusters Score -5739476 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -5739564.000000 Penalty: 3548.094482
	Iteration 27Q: 3 clusters Score -5739564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -5739626.000000 Penalty: 3548.094482
	Iteration 28Q: 3 clusters Score -5739626 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -5739653.000000 Penalty: 3548.094482
	Iteration 29Q: 3 clusters Score -5739653 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -5739672.500000 Penalty: 3548.094482
	Iteration 30Q: 3 clusters Score -5739672 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -5739684.000000 Penalty: 3548.094482
	Iteration 31Q: 3 clusters Score -5739684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -5739725.000000 Penalty: 3548.094482
	Iteration 32Q: 3 clusters Score -5739725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -5739740.000000 Penalty: 3548.094482
	Iteration 33Q: 3 clusters Score -5739740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -5739761.000000 Penalty: 3548.094482
	Iteration 34Q: 3 clusters Score -5739761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -5739754.500000 Penalty: 3548.094482
	Iteration 35Q: 3 clusters Score -5739754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -5739774.000000 Penalty: 3548.094482
	Iteration 36Q: 3 clusters Score -5739774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -5739798.500000 Penalty: 3548.094482
	Iteration 37Q: 3 clusters Score -5739798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -5739813.500000 Penalty: 3548.094482
	Iteration 38Q: 3 clusters Score -5739814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -5739848.500000 Penalty: 3548.094482
	Iteration 39Q: 3 clusters Score -5739848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -5739855.000000 Penalty: 3548.094482
	Iteration 40F: 3 clusters Score -5739855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -5739871.500000 Penalty: 3548.094482
	Iteration 41Q: 3 clusters Score -5739872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -5739862.000000 Penalty: 3548.094482
	Iteration 42Q: 3 clusters Score -5739862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -5739883.500000 Penalty: 3548.094482
	Iteration 43Q: 3 clusters Score -5739884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -5739883.000000 Penalty: 3548.094482
	Iteration 44Q: 3 clusters Score -5739883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -5739879.000000 Penalty: 3548.094482
	Iteration 45Q: 3 clusters Score -5739879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5739883.000000 Penalty: 3548.094482
	Iteration 46Q: 3 clusters Score -5739883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -5739896.000000 Penalty: 3548.094482
	Iteration 47Q: 3 clusters Score -5739896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -5739905.500000 Penalty: 3548.094482
	Iteration 48Q: 3 clusters Score -5739906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -5739912.500000 Penalty: 3548.094482
	Iteration 49Q: 3 clusters Score -5739912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -5739911.000000 Penalty: 3548.094482
	Iteration 50Q: 3 clusters Score -5739911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -5739902.500000 Penalty: 3548.094482
	Iteration 51Q: 3 clusters Score -5739902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5739913.500000 Penalty: 3548.094482
	Iteration 52Q: 3 clusters Score -5739914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -5739945.000000 Penalty: 3548.094482
	Iteration 53Q: 3 clusters Score -5739945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -5739944.000000 Penalty: 3548.094482
	Iteration 54Q: 3 clusters Score -5739944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -5739951.500000 Penalty: 3548.094482
	Iteration 55Q: 3 clusters Score -5739952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -5739954.500000 Penalty: 3548.094482
	Iteration 56Q: 3 clusters Score -5739954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -5739960.000000 Penalty: 3548.094482
	Iteration 57Q: 3 clusters Score -5739960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -5739961.500000 Penalty: 3548.094482
	Iteration 58Q: 3 clusters Score -5739962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -5739960.000000 Penalty: 3548.094482
	Iteration 59Q: 3 clusters Score -5739960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -5739969.000000 Penalty: 3548.094482
	Iteration 60F: 3 clusters Score -5739969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -5739969.000000 Penalty: 3548.094482
	Iteration 61Q: 3 clusters Score -5739969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -5739981.000000 Penalty: 3548.094482
	Iteration 62Q: 3 clusters Score -5739981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -5739985.000000 Penalty: 3548.094482
	Iteration 63Q: 3 clusters Score -5739985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -5739977.000000 Penalty: 3548.094482
	Iteration 64Q: 3 clusters Score -5739977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5739982.000000 Penalty: 3548.094482
	Iteration 65Q: 3 clusters Score -5739982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -5739993.000000 Penalty: 3548.094482
	Iteration 66Q: 3 clusters Score -5739993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -5739988.500000 Penalty: 3548.094482
	Iteration 67Q: 3 clusters Score -5739988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5739990.000000 Penalty: 3548.094482
	Iteration 68Q: 3 clusters Score -5739990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -5739994.000000 Penalty: 3548.094482
	Iteration 69Q: 3 clusters Score -5739994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -5739988.500000 Penalty: 3548.094482
	Iteration 70Q: 3 clusters Score -5739988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -5739988.500000 Penalty: 3548.094482
	Iteration 71Q: 3 clusters Score -5739988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -5739983.000000 Penalty: 3548.094482
	Iteration 72Q: 3 clusters Score -5739983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -5739988.500000 Penalty: 3548.094482
	Iteration 73Q: 3 clusters Score -5739988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -5739979.000000 Penalty: 3548.094482
	Iteration 74Q: 3 clusters Score -5739979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -5739986.500000 Penalty: 3548.094482
	Iteration 75Q: 3 clusters Score -5739986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -5739988.500000 Penalty: 3548.094482
	Iteration 76Q: 3 clusters Score -5739988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -5739993.000000 Penalty: 3548.094482
	Iteration 77Q: 3 clusters Score -5739993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -5739986.500000 Penalty: 3548.094482
	Iteration 78Q: 3 clusters Score -5739986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -5739986.500000 Penalty: 3548.094482
	Iteration 79Q: 3 clusters Score -5739986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -5739983.500000 Penalty: 3548.094482
	Iteration 80F: 3 clusters Score -5739984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -5739982.500000 Penalty: 3548.094482
	Iteration 81Q: 3 clusters Score -5739982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -5739976.500000 Penalty: 3548.094482
	Iteration 82Q: 3 clusters Score -5739976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -5739989.000000 Penalty: 3548.094482
	Iteration 83Q: 3 clusters Score -5739989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -5739994.000000 Penalty: 3548.094482
	Iteration 84Q: 3 clusters Score -5739994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -5739993.500000 Penalty: 3548.094482
	Iteration 85Q: 3 clusters Score -5739994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -5739993.500000 Penalty: 3548.094482
	Iteration 86Q: 3 clusters Score -5739994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -5740000.000000 Penalty: 3548.094482
	Iteration 87Q: 3 clusters Score -5740000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -5740004.500000 Penalty: 3548.094482
	Iteration 88Q: 3 clusters Score -5740004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -5739997.500000 Penalty: 3548.094482
	Iteration 89Q: 3 clusters Score -5739998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -5739994.000000 Penalty: 3548.094482
	Iteration 90Q: 3 clusters Score -5739994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5740001.000000 Penalty: 3548.094482
	Iteration 91Q: 3 clusters Score -5740001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -5739996.500000 Penalty: 3548.094482
	Iteration 92Q: 3 clusters Score -5739996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -5740001.500000 Penalty: 3548.094482
	Iteration 93Q: 3 clusters Score -5740002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -5740001.500000 Penalty: 3548.094482
	Iteration 94F: 3 clusters Score -5740002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -1355048.500000 Penalty: 1537.162720
	Iteration 0F: 2 clusters Score -1355048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1345957.250000 Penalty: 3074.325439
	Iteration 0F: 3 clusters Score -1345957 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1349051.875000 Penalty: 3074.325439
	Iteration 1F: 3 clusters Score -1349052 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1349412.875000 Penalty: 3074.325439
	Iteration 2F: 3 clusters Score -1349413 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1349731.375000 Penalty: 3074.325439
	Iteration 3F: 3 clusters Score -1349731 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1350096.625000 Penalty: 3074.325439
	Iteration 4Q: 3 clusters Score -1350097 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1350538.750000 Penalty: 3074.325439
	Iteration 5F: 3 clusters Score -1350539 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1351012.500000 Penalty: 3074.325439
	Iteration 6F: 3 clusters Score -1351012 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1351459.750000 Penalty: 3074.325439
	Iteration 7F: 3 clusters Score -1351460 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1351840.625000 Penalty: 3074.325439
	Iteration 8Q: 3 clusters Score -1351841 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1352171.500000 Penalty: 3074.325439
	Iteration 9Q: 3 clusters Score -1352172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1352426.625000 Penalty: 3074.325439
	Iteration 10Q: 3 clusters Score -1352427 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1352621.750000 Penalty: 3074.325439
	Iteration 11Q: 3 clusters Score -1352622 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1352765.750000 Penalty: 3074.325439
	Iteration 12Q: 3 clusters Score -1352766 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1352855.250000 Penalty: 3074.325439
	Iteration 13Q: 3 clusters Score -1352855 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1352944.250000 Penalty: 3074.325439
	Iteration 14Q: 3 clusters Score -1352944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1353034.000000 Penalty: 3074.325439
	Iteration 15Q: 3 clusters Score -1353034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1353142.625000 Penalty: 3074.325439
	Iteration 16Q: 3 clusters Score -1353143 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1353276.125000 Penalty: 3074.325439
	Iteration 17Q: 3 clusters Score -1353276 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1353397.875000 Penalty: 3074.325439
	Iteration 18Q: 3 clusters Score -1353398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1353522.875000 Penalty: 3074.325439
	Iteration 19Q: 3 clusters Score -1353523 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1353651.500000 Penalty: 3074.325439
	Iteration 20F: 3 clusters Score -1353652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1353779.375000 Penalty: 3074.325439
	Iteration 21Q: 3 clusters Score -1353779 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1353902.875000 Penalty: 3074.325439
	Iteration 22Q: 3 clusters Score -1353903 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1354034.000000 Penalty: 3074.325439
	Iteration 23Q: 3 clusters Score -1354034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1354085.625000 Penalty: 3074.325439
	Iteration 24Q: 3 clusters Score -1354086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1354111.500000 Penalty: 3074.325439
	Iteration 25Q: 3 clusters Score -1354112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1354126.500000 Penalty: 3074.325439
	Iteration 26Q: 3 clusters Score -1354126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1354140.750000 Penalty: 3074.325439
	Iteration 27Q: 3 clusters Score -1354141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1354146.625000 Penalty: 3074.325439
	Iteration 28Q: 3 clusters Score -1354147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1354150.750000 Penalty: 3074.325439
	Iteration 29Q: 3 clusters Score -1354151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1354156.125000 Penalty: 3074.325439
	Iteration 30Q: 3 clusters Score -1354156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1354156.625000 Penalty: 3074.325439
	Iteration 31Q: 3 clusters Score -1354157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1354162.750000 Penalty: 3074.325439
	Iteration 32Q: 3 clusters Score -1354163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1354166.000000 Penalty: 3074.325439
	Iteration 33Q: 3 clusters Score -1354166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1354170.750000 Penalty: 3074.325439
	Iteration 34Q: 3 clusters Score -1354171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1354176.000000 Penalty: 3074.325439
	Iteration 35Q: 3 clusters Score -1354176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1354178.625000 Penalty: 3074.325439
	Iteration 36Q: 3 clusters Score -1354179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1354180.500000 Penalty: 3074.325439
	Iteration 37Q: 3 clusters Score -1354180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1354183.375000 Penalty: 3074.325439
	Iteration 38Q: 3 clusters Score -1354183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1354187.375000 Penalty: 3074.325439
	Iteration 39Q: 3 clusters Score -1354187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1354187.875000 Penalty: 3074.325439
	Iteration 40F: 3 clusters Score -1354188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1354189.000000 Penalty: 3074.325439
	Iteration 41Q: 3 clusters Score -1354189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1354188.250000 Penalty: 3074.325439
	Iteration 42Q: 3 clusters Score -1354188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1354193.375000 Penalty: 3074.325439
	Iteration 43Q: 3 clusters Score -1354193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1354194.125000 Penalty: 3074.325439
	Iteration 44Q: 3 clusters Score -1354194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1354193.250000 Penalty: 3074.325439
	Iteration 45Q: 3 clusters Score -1354193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1354192.750000 Penalty: 3074.325439
	Iteration 46Q: 3 clusters Score -1354193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1354192.250000 Penalty: 3074.325439
	Iteration 47Q: 3 clusters Score -1354192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1354194.625000 Penalty: 3074.325439
	Iteration 48Q: 3 clusters Score -1354195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1354195.125000 Penalty: 3074.325439
	Iteration 49Q: 3 clusters Score -1354195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1354199.625000 Penalty: 3074.325439
	Iteration 50Q: 3 clusters Score -1354200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1354197.500000 Penalty: 3074.325439
	Iteration 51Q: 3 clusters Score -1354198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1354200.500000 Penalty: 3074.325439
	Iteration 52Q: 3 clusters Score -1354200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1354200.500000 Penalty: 3074.325439
	Iteration 53Q: 3 clusters Score -1354200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1354204.000000 Penalty: 3074.325439
	Iteration 54Q: 3 clusters Score -1354204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1354203.500000 Penalty: 3074.325439
	Iteration 55Q: 3 clusters Score -1354204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1354202.125000 Penalty: 3074.325439
	Iteration 56Q: 3 clusters Score -1354202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1354202.625000 Penalty: 3074.325439
	Iteration 57Q: 3 clusters Score -1354203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1354203.250000 Penalty: 3074.325439
	Iteration 58Q: 3 clusters Score -1354203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1354203.625000 Penalty: 3074.325439
	Iteration 59Q: 3 clusters Score -1354204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1354205.375000 Penalty: 3074.325439
	Iteration 60F: 3 clusters Score -1354205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -204734.218750 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -204734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202698.000000 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -202698 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -203089.781250 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -203089.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203191.156250 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -203191.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -203250.703125 Penalty: 2450.874512
	Iteration 3Q: 3 clusters Score -203250.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -203290.796875 Penalty: 2450.874512
	Iteration 4Q: 3 clusters Score -203290.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -203319.734375 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -203319.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203340.859375 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -203340.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -203360.968750 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -203361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -203374.765625 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -203374.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -203386.156250 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -203386.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203396.671875 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -203396.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -203405.734375 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -203405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -203408.734375 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -203408.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203411.812500 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -203411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -203413.890625 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -203413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203415.750000 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -203415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -203418.578125 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -203418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -203419.625000 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -203419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -203420.015625 Penalty: 2450.874512
	Iteration 18Q: 3 clusters Score -203420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203420.375000 Penalty: 2450.874512
	Iteration 19Q: 3 clusters Score -203420.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203420.375000 Penalty: 2450.874512
	Iteration 20F: 3 clusters Score -203420.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -485928.062500 Penalty: 1378.153320
	Iteration 0F: 2 clusters Score -485928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -482063.218750 Penalty: 2756.306641
	Iteration 0F: 3 clusters Score -482063.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483120.375000 Penalty: 2756.306641
	Iteration 1F: 3 clusters Score -483120.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -483324.656250 Penalty: 2756.306641
	Iteration 2F: 3 clusters Score -483324.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -483479.687500 Penalty: 2756.306641
	Iteration 3F: 3 clusters Score -483479.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -483608.218750 Penalty: 2756.306641
	Iteration 4Q: 3 clusters Score -483608.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -483709.218750 Penalty: 2756.306641
	Iteration 5Q: 3 clusters Score -483709.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -483811.500000 Penalty: 2756.306641
	Iteration 6Q: 3 clusters Score -483811.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -483898.406250 Penalty: 2756.306641
	Iteration 7Q: 3 clusters Score -483898.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -483995.312500 Penalty: 2756.306641
	Iteration 8Q: 3 clusters Score -483995.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -484121.750000 Penalty: 2756.306641
	Iteration 9Q: 3 clusters Score -484121.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -484230.812500 Penalty: 2756.306641
	Iteration 10Q: 3 clusters Score -484230.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -484315.625000 Penalty: 2756.306641
	Iteration 11Q: 3 clusters Score -484315.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -484416.906250 Penalty: 2756.306641
	Iteration 12Q: 3 clusters Score -484416.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -484529.406250 Penalty: 2756.306641
	Iteration 13Q: 3 clusters Score -484529.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -484651.906250 Penalty: 2756.306641
	Iteration 14Q: 3 clusters Score -484651.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -484751.250000 Penalty: 2756.306641
	Iteration 15Q: 3 clusters Score -484751.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -484827.031250 Penalty: 2756.306641
	Iteration 16Q: 3 clusters Score -484827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -484880.468750 Penalty: 2756.306641
	Iteration 17Q: 3 clusters Score -484880.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -484924.531250 Penalty: 2756.306641
	Iteration 18Q: 3 clusters Score -484924.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -484960.312500 Penalty: 2756.306641
	Iteration 19Q: 3 clusters Score -484960.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -484988.625000 Penalty: 2756.306641
	Iteration 20F: 3 clusters Score -484988.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -485008.093750 Penalty: 2756.306641
	Iteration 21Q: 3 clusters Score -485008.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -485022.750000 Penalty: 2756.306641
	Iteration 22Q: 3 clusters Score -485022.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -485037.343750 Penalty: 2756.306641
	Iteration 23Q: 3 clusters Score -485037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -485046.156250 Penalty: 2756.306641
	Iteration 24Q: 3 clusters Score -485046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -485055.843750 Penalty: 2756.306641
	Iteration 25Q: 3 clusters Score -485055.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -485063.906250 Penalty: 2756.306641
	Iteration 26Q: 3 clusters Score -485063.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -485071.343750 Penalty: 2756.306641
	Iteration 27Q: 3 clusters Score -485071.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -485077.781250 Penalty: 2756.306641
	Iteration 28Q: 3 clusters Score -485077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -485082.812500 Penalty: 2756.306641
	Iteration 29Q: 3 clusters Score -485082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -485087.718750 Penalty: 2756.306641
	Iteration 30Q: 3 clusters Score -485087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -485090.343750 Penalty: 2756.306641
	Iteration 31Q: 3 clusters Score -485090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -485091.843750 Penalty: 2756.306641
	Iteration 32Q: 3 clusters Score -485091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -485094.406250 Penalty: 2756.306641
	Iteration 33Q: 3 clusters Score -485094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -485097.718750 Penalty: 2756.306641
	Iteration 34Q: 3 clusters Score -485097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -485098.500000 Penalty: 2756.306641
	Iteration 35Q: 3 clusters Score -485098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -485100.031250 Penalty: 2756.306641
	Iteration 36Q: 3 clusters Score -485100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -485102.656250 Penalty: 2756.306641
	Iteration 37Q: 3 clusters Score -485102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485104.000000 Penalty: 2756.306641
	Iteration 38Q: 3 clusters Score -485104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -485104.437500 Penalty: 2756.306641
	Iteration 39Q: 3 clusters Score -485104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -485104.656250 Penalty: 2756.306641
	Iteration 40F: 3 clusters Score -485104.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Entering Unmasked Estep 
Score: -7050992.500000 Penalty: 1801.130371
	Iteration 0F: 2 clusters Score -7050992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7007432.000000 Penalty: 3602.260742
	Iteration 0F: 3 clusters Score -7007432 nChanged 30911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7025277.500000 Penalty: 3602.260742
	Iteration 1F: 3 clusters Score -7025278 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7025919.000000 Penalty: 3602.260742
	Iteration 2Q: 3 clusters Score -7025919 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -7026691.000000 Penalty: 3602.260742
	Iteration 3Q: 3 clusters Score -7026691 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -7027806.000000 Penalty: 3602.260742
	Iteration 4Q: 3 clusters Score -7027806 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -7029440.500000 Penalty: 3602.260742
	Iteration 5Q: 3 clusters Score -7029440 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7031761.500000 Penalty: 3602.260742
	Iteration 6F: 3 clusters Score -7031762 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7034797.500000 Penalty: 3602.260742
	Iteration 7F: 3 clusters Score -7034798 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -7037840.500000 Penalty: 3602.260742
	Iteration 8F: 3 clusters Score -7037840 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -7040394.500000 Penalty: 3602.260742
	Iteration 9F: 3 clusters Score -7040394 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -7041964.500000 Penalty: 3602.260742
	Iteration 10Q: 3 clusters Score -7041964 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -7042949.500000 Penalty: 3602.260742
	Iteration 11Q: 3 clusters Score -7042950 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -7043633.000000 Penalty: 3602.260742
	Iteration 12Q: 3 clusters Score -7043633 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -7044336.500000 Penalty: 3602.260742
	Iteration 13Q: 3 clusters Score -7044336 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -7045050.000000 Penalty: 3602.260742
	Iteration 14Q: 3 clusters Score -7045050 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -7045822.500000 Penalty: 3602.260742
	Iteration 15Q: 3 clusters Score -7045822 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7046629.000000 Penalty: 3602.260742
	Iteration 16Q: 3 clusters Score -7046629 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7047330.500000 Penalty: 3602.260742
	Iteration 17Q: 3 clusters Score -7047330 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7047985.500000 Penalty: 3602.260742
	Iteration 18Q: 3 clusters Score -7047986 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7048504.000000 Penalty: 3602.260742
	Iteration 19Q: 3 clusters Score -7048504 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7048870.500000 Penalty: 3602.260742
	Iteration 20F: 3 clusters Score -7048870 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7049167.000000 Penalty: 3602.260742
	Iteration 21Q: 3 clusters Score -7049167 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7049361.000000 Penalty: 3602.260742
	Iteration 22Q: 3 clusters Score -7049361 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7049474.500000 Penalty: 3602.260742
	Iteration 23Q: 3 clusters Score -7049474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7049551.500000 Penalty: 3602.260742
	Iteration 24Q: 3 clusters Score -7049552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7049612.500000 Penalty: 3602.260742
	Iteration 25Q: 3 clusters Score -7049612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7049670.500000 Penalty: 3602.260742
	Iteration 26Q: 3 clusters Score -7049670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7049706.500000 Penalty: 3602.260742
	Iteration 27Q: 3 clusters Score -7049706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7049755.000000 Penalty: 3602.260742
	Iteration 28Q: 3 clusters Score -7049755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7049772.000000 Penalty: 3602.260742
	Iteration 29Q: 3 clusters Score -7049772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7049783.500000 Penalty: 3602.260742
	Iteration 30Q: 3 clusters Score -7049784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7049795.000000 Penalty: 3602.260742
	Iteration 31Q: 3 clusters Score -7049795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7049806.000000 Penalty: 3602.260742
	Iteration 32Q: 3 clusters Score -7049806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7049808.000000 Penalty: 3602.260742
	Iteration 33Q: 3 clusters Score -7049808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7049808.000000 Penalty: 3602.260742
	Iteration 34Q: 3 clusters Score -7049808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7049817.500000 Penalty: 3602.260742
	Iteration 35Q: 3 clusters Score -7049818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7049815.500000 Penalty: 3602.260742
	Iteration 36Q: 3 clusters Score -7049816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7049817.500000 Penalty: 3602.260742
	Iteration 37Q: 3 clusters Score -7049818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7049821.000000 Penalty: 3602.260742
	Iteration 38Q: 3 clusters Score -7049821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7049820.500000 Penalty: 3602.260742
	Iteration 39Q: 3 clusters Score -7049820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7049826.000000 Penalty: 3602.260742
	Iteration 40F: 3 clusters Score -7049826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7049823.500000 Penalty: 3602.260742
	Iteration 41Q: 3 clusters Score -7049824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7049829.000000 Penalty: 3602.260742
	Iteration 42Q: 3 clusters Score -7049829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7049829.000000 Penalty: 3602.260742
	Iteration 43F: 3 clusters Score -7049829 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: -429090.093750 Penalty: 1364.301758
	Iteration 0F: 2 clusters Score -429090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -425478.906250 Penalty: 2728.603516
	Iteration 0F: 3 clusters Score -425478.9 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -426535.468750 Penalty: 2728.603516
	Iteration 1F: 3 clusters Score -426535.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -426824.656250 Penalty: 2728.603516
	Iteration 2F: 3 clusters Score -426824.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -427054.250000 Penalty: 2728.603516
	Iteration 3F: 3 clusters Score -427054.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -427276.281250 Penalty: 2728.603516
	Iteration 4F: 3 clusters Score -427276.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -427488.593750 Penalty: 2728.603516
	Iteration 5F: 3 clusters Score -427488.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -427645.531250 Penalty: 2728.603516
	Iteration 6Q: 3 clusters Score -427645.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -427768.062500 Penalty: 2728.603516
	Iteration 7Q: 3 clusters Score -427768.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -427865.687500 Penalty: 2728.603516
	Iteration 8Q: 3 clusters Score -427865.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -427955.843750 Penalty: 2728.603516
	Iteration 9Q: 3 clusters Score -427955.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -428033.656250 Penalty: 2728.603516
	Iteration 10Q: 3 clusters Score -428033.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -428092.781250 Penalty: 2728.603516
	Iteration 11Q: 3 clusters Score -428092.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -428153.500000 Penalty: 2728.603516
	Iteration 12Q: 3 clusters Score -428153.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -428201.718750 Penalty: 2728.603516
	Iteration 13Q: 3 clusters Score -428201.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -428246.031250 Penalty: 2728.603516
	Iteration 14Q: 3 clusters Score -428246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -428277.156250 Penalty: 2728.603516
	Iteration 15Q: 3 clusters Score -428277.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -428301.937500 Penalty: 2728.603516
	Iteration 16Q: 3 clusters Score -428301.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -428330.156250 Penalty: 2728.603516
	Iteration 17Q: 3 clusters Score -428330.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -428355.718750 Penalty: 2728.603516
	Iteration 18Q: 3 clusters Score -428355.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -428376.531250 Penalty: 2728.603516
	Iteration 19Q: 3 clusters Score -428376.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -428393.750000 Penalty: 2728.603516
	Iteration 20F: 3 clusters Score -428393.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -428406.656250 Penalty: 2728.603516
	Iteration 21Q: 3 clusters Score -428406.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -428412.687500 Penalty: 2728.603516
	Iteration 22Q: 3 clusters Score -428412.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -428417.781250 Penalty: 2728.603516
	Iteration 23Q: 3 clusters Score -428417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -428423.281250 Penalty: 2728.603516
	Iteration 24Q: 3 clusters Score -428423.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -428431.781250 Penalty: 2728.603516
	Iteration 25Q: 3 clusters Score -428431.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -428439.031250 Penalty: 2728.603516
	Iteration 26Q: 3 clusters Score -428439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -428446.968750 Penalty: 2728.603516
	Iteration 27Q: 3 clusters Score -428447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -428453.562500 Penalty: 2728.603516
	Iteration 28Q: 3 clusters Score -428453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -428460.812500 Penalty: 2728.603516
	Iteration 29Q: 3 clusters Score -428460.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -428467.250000 Penalty: 2728.603516
	Iteration 30Q: 3 clusters Score -428467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -428472.000000 Penalty: 2728.603516
	Iteration 31Q: 3 clusters Score -428472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -428478.312500 Penalty: 2728.603516
	Iteration 32Q: 3 clusters Score -428478.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -428486.562500 Penalty: 2728.603516
	Iteration 33Q: 3 clusters Score -428486.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -428499.125000 Penalty: 2728.603516
	Iteration 34Q: 3 clusters Score -428499.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -428519.375000 Penalty: 2728.603516
	Iteration 35Q: 3 clusters Score -428519.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -428543.906250 Penalty: 2728.603516
	Iteration 36Q: 3 clusters Score -428543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -428570.312500 Penalty: 2728.603516
	Iteration 37Q: 3 clusters Score -428570.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -428605.156250 Penalty: 2728.603516
	Iteration 38Q: 3 clusters Score -428605.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -428641.437500 Penalty: 2728.603516
	Iteration 39Q: 3 clusters Score -428641.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -428666.843750 Penalty: 2728.603516
	Iteration 40F: 3 clusters Score -428666.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -428687.906250 Penalty: 2728.603516
	Iteration 41Q: 3 clusters Score -428687.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -428709.750000 Penalty: 2728.603516
	Iteration 42Q: 3 clusters Score -428709.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -428731.718750 Penalty: 2728.603516
	Iteration 43Q: 3 clusters Score -428731.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -428756.093750 Penalty: 2728.603516
	Iteration 44Q: 3 clusters Score -428756.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -428785.593750 Penalty: 2728.603516
	Iteration 45Q: 3 clusters Score -428785.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -428827.406250 Penalty: 2728.603516
	Iteration 46Q: 3 clusters Score -428827.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -428868.281250 Penalty: 2728.603516
	Iteration 47Q: 3 clusters Score -428868.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -428904.875000 Penalty: 2728.603516
	Iteration 48Q: 3 clusters Score -428904.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -428965.406250 Penalty: 2728.603516
	Iteration 49Q: 3 clusters Score -428965.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -429046.531250 Penalty: 2728.603516
	Iteration 50Q: 3 clusters Score -429046.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -429152.562500 Penalty: 2728.603516
	Iteration 51Q: 3 clusters Score -429152.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -429228.781250 Penalty: 2728.603516
	Iteration 52Q: 3 clusters Score -429228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -429280.312500 Penalty: 2728.603516
	Iteration 53Q: 3 clusters Score -429280.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -429306.843750 Penalty: 2728.603516
	Iteration 54Q: 3 clusters Score -429306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -429314.187500 Penalty: 2728.603516
	Iteration 55Q: 3 clusters Score -429314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -429328.125000 Penalty: 2728.603516
	Iteration 56Q: 3 clusters Score -429328.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -429336.343750 Penalty: 2728.603516
	Iteration 57Q: 3 clusters Score -429336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -429346.156250 Penalty: 2728.603516
	Iteration 58Q: 3 clusters Score -429346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -429354.375000 Penalty: 2728.603516
	Iteration 59Q: 3 clusters Score -429354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -429362.625000 Penalty: 2728.603516
	Iteration 60F: 3 clusters Score -429362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -429365.625000 Penalty: 2728.603516
	Iteration 61Q: 3 clusters Score -429365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -429370.343750 Penalty: 2728.603516
	Iteration 62Q: 3 clusters Score -429370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -429371.125000 Penalty: 2728.603516
	Iteration 63Q: 3 clusters Score -429371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -429373.500000 Penalty: 2728.603516
	Iteration 64Q: 3 clusters Score -429373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -429376.187500 Penalty: 2728.603516
	Iteration 65Q: 3 clusters Score -429376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -429377.562500 Penalty: 2728.603516
	Iteration 66Q: 3 clusters Score -429377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -429377.562500 Penalty: 2728.603516
	Iteration 67F: 3 clusters Score -429377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 102 members 
Mstep: Class 5 contains 26108 members 
Mstep: Class 6 contains 55117 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 8 contains 14676 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 4337 members 
Mstep: Class 13 contains 65113 members 
Mstep: Class 14 contains 91 members 
Mstep: Class 15 contains 171431 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 252686 members 
Mstep: Class 19 contains 166665 members 
Entering Unmasked Estep 
Score: -84458472.000000 Penalty: 39790.128906
Splitting cluster 14 changes total score from -84454752.000000 to -84458472.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (171431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Entering Unmasked Estep 
Score: -18343864.000000 Penalty: 1958.439575
	Iteration 0F: 2 clusters Score -1.834386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -18234260.000000 Penalty: 3916.879150
	Iteration 0F: 3 clusters Score -1.823426e+07 nChanged 82871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -18283128.000000 Penalty: 3916.879150
	Iteration 1F: 3 clusters Score -1.828313e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -18284014.000000 Penalty: 3916.879150
	Iteration 2Q: 3 clusters Score -1.828401e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -18285184.000000 Penalty: 3916.879150
	Iteration 3Q: 3 clusters Score -1.828518e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -18286962.000000 Penalty: 3916.879150
	Iteration 4Q: 3 clusters Score -1.828696e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -18290100.000000 Penalty: 3916.879150
	Iteration 5Q: 3 clusters Score -1.82901e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -18295378.000000 Penalty: 3916.879150
	Iteration 6F: 3 clusters Score -1.829538e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -18304438.000000 Penalty: 3916.879150
	Iteration 7F: 3 clusters Score -1.830444e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -18315134.000000 Penalty: 3916.879150
	Iteration 8F: 3 clusters Score -1.831513e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -18322232.000000 Penalty: 3916.879150
	Iteration 9F: 3 clusters Score -1.832223e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -18324832.000000 Penalty: 3916.879150
	Iteration 10Q: 3 clusters Score -1.832483e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -18326480.000000 Penalty: 3916.879150
	Iteration 11Q: 3 clusters Score -1.832648e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -18327920.000000 Penalty: 3916.879150
	Iteration 12Q: 3 clusters Score -1.832792e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -18329462.000000 Penalty: 3916.879150
	Iteration 13Q: 3 clusters Score -1.832946e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -18331044.000000 Penalty: 3916.879150
	Iteration 14Q: 3 clusters Score -1.833104e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -18332862.000000 Penalty: 3916.879150
	Iteration 15Q: 3 clusters Score -1.833286e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -18334714.000000 Penalty: 3916.879150
	Iteration 16Q: 3 clusters Score -1.833471e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119714 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -18336532.000000 Penalty: 3916.879150
	Iteration 17Q: 3 clusters Score -1.833653e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -18338140.000000 Penalty: 3916.879150
	Iteration 18Q: 3 clusters Score -1.833814e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124081 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -18339234.000000 Penalty: 3916.879150
	Iteration 19Q: 3 clusters Score -1.833923e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -18340156.000000 Penalty: 3916.879150
	Iteration 20F: 3 clusters Score -1.834016e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -18340734.000000 Penalty: 3916.879150
	Iteration 21Q: 3 clusters Score -1.834073e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -18341180.000000 Penalty: 3916.879150
	Iteration 22Q: 3 clusters Score -1.834118e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130300 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -18341654.000000 Penalty: 3916.879150
	Iteration 23Q: 3 clusters Score -1.834165e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -18342034.000000 Penalty: 3916.879150
	Iteration 24Q: 3 clusters Score -1.834203e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132971 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -18342322.000000 Penalty: 3916.879150
	Iteration 25Q: 3 clusters Score -1.834232e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -18342632.000000 Penalty: 3916.879150
	Iteration 26Q: 3 clusters Score -1.834263e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -18342864.000000 Penalty: 3916.879150
	Iteration 27Q: 3 clusters Score -1.834286e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136752 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -18343060.000000 Penalty: 3916.879150
	Iteration 28Q: 3 clusters Score -1.834306e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137923 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -18343210.000000 Penalty: 3916.879150
	Iteration 29Q: 3 clusters Score -1.834321e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139099 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -18343390.000000 Penalty: 3916.879150
	Iteration 30Q: 3 clusters Score -1.834339e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -18343526.000000 Penalty: 3916.879150
	Iteration 31Q: 3 clusters Score -1.834353e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -18343784.000000 Penalty: 3916.879150
	Iteration 32Q: 3 clusters Score -1.834378e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -18343980.000000 Penalty: 3916.879150
	Iteration 33Q: 3 clusters Score -1.834398e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -18344186.000000 Penalty: 3916.879150
	Iteration 34Q: 3 clusters Score -1.834419e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -18344342.000000 Penalty: 3916.879150
	Iteration 35Q: 3 clusters Score -1.834434e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -18344496.000000 Penalty: 3916.879150
	Iteration 36Q: 3 clusters Score -1.83445e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -18344658.000000 Penalty: 3916.879150
	Iteration 37Q: 3 clusters Score -1.834466e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147809 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -18344780.000000 Penalty: 3916.879150
	Iteration 38Q: 3 clusters Score -1.834478e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -18344922.000000 Penalty: 3916.879150
	Iteration 39Q: 3 clusters Score -1.834492e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -18345074.000000 Penalty: 3916.879150
	Iteration 40F: 3 clusters Score -1.834507e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150919 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -18345124.000000 Penalty: 3916.879150
	Iteration 41Q: 3 clusters Score -1.834512e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -18345222.000000 Penalty: 3916.879150
	Iteration 42Q: 3 clusters Score -1.834522e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -18345274.000000 Penalty: 3916.879150
	Iteration 43Q: 3 clusters Score -1.834527e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -18345292.000000 Penalty: 3916.879150
	Iteration 44Q: 3 clusters Score -1.834529e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -18345324.000000 Penalty: 3916.879150
	Iteration 45Q: 3 clusters Score -1.834532e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -18345442.000000 Penalty: 3916.879150
	Iteration 46Q: 3 clusters Score -1.834544e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156325 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -18345408.000000 Penalty: 3916.879150
	Iteration 47Q: 3 clusters Score -1.834541e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -18345472.000000 Penalty: 3916.879150
	Iteration 48Q: 3 clusters Score -1.834547e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -18345374.000000 Penalty: 3916.879150
	Iteration 49Q: 3 clusters Score -1.834537e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158696 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -18345294.000000 Penalty: 3916.879150
	Iteration 50Q: 3 clusters Score -1.834529e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -18345254.000000 Penalty: 3916.879150
	Iteration 51Q: 3 clusters Score -1.834525e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -18345206.000000 Penalty: 3916.879150
	Iteration 52Q: 3 clusters Score -1.834521e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -18345116.000000 Penalty: 3916.879150
	Iteration 53Q: 3 clusters Score -1.834512e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161442 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -18345106.000000 Penalty: 3916.879150
	Iteration 54Q: 3 clusters Score -1.834511e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -18345030.000000 Penalty: 3916.879150
	Iteration 55Q: 3 clusters Score -1.834503e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -18344978.000000 Penalty: 3916.879150
	Iteration 56Q: 3 clusters Score -1.834498e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -18344826.000000 Penalty: 3916.879150
	Iteration 57Q: 3 clusters Score -1.834483e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -18344768.000000 Penalty: 3916.879150
	Iteration 58Q: 3 clusters Score -1.834477e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -18344694.000000 Penalty: 3916.879150
	Iteration 59Q: 3 clusters Score -1.834469e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -18344590.000000 Penalty: 3916.879150
	Iteration 60F: 3 clusters Score -1.834459e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -18344558.000000 Penalty: 3916.879150
	Iteration 61Q: 3 clusters Score -1.834456e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165367 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -18344414.000000 Penalty: 3916.879150
	Iteration 62Q: 3 clusters Score -1.834441e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -18344324.000000 Penalty: 3916.879150
	Iteration 63Q: 3 clusters Score -1.834432e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -18344194.000000 Penalty: 3916.879150
	Iteration 64Q: 3 clusters Score -1.834419e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -18344044.000000 Penalty: 3916.879150
	Iteration 65Q: 3 clusters Score -1.834404e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -18343942.000000 Penalty: 3916.879150
	Iteration 66Q: 3 clusters Score -1.834394e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -18343850.000000 Penalty: 3916.879150
	Iteration 67Q: 3 clusters Score -1.834385e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -18343790.000000 Penalty: 3916.879150
	Iteration 68Q: 3 clusters Score -1.834379e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -18343746.000000 Penalty: 3916.879150
	Iteration 69Q: 3 clusters Score -1.834375e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -18343712.000000 Penalty: 3916.879150
	Iteration 70Q: 3 clusters Score -1.834371e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18343678.000000 Penalty: 3916.879150
	Iteration 71Q: 3 clusters Score -1.834368e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167979 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -18343676.000000 Penalty: 3916.879150
	Iteration 72Q: 3 clusters Score -1.834368e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -18343614.000000 Penalty: 3916.879150
	Iteration 73Q: 3 clusters Score -1.834361e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -18343604.000000 Penalty: 3916.879150
	Iteration 74Q: 3 clusters Score -1.83436e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -18343578.000000 Penalty: 3916.879150
	Iteration 75Q: 3 clusters Score -1.834358e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -18343494.000000 Penalty: 3916.879150
	Iteration 76Q: 3 clusters Score -1.834349e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -18343488.000000 Penalty: 3916.879150
	Iteration 77Q: 3 clusters Score -1.834349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -18343484.000000 Penalty: 3916.879150
	Iteration 78Q: 3 clusters Score -1.834348e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -18343472.000000 Penalty: 3916.879150
	Iteration 79Q: 3 clusters Score -1.834347e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168867 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -18343430.000000 Penalty: 3916.879150
	Iteration 80F: 3 clusters Score -1.834343e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -18343388.000000 Penalty: 3916.879150
	Iteration 81Q: 3 clusters Score -1.834339e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -18343382.000000 Penalty: 3916.879150
	Iteration 82Q: 3 clusters Score -1.834338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -18343358.000000 Penalty: 3916.879150
	Iteration 83Q: 3 clusters Score -1.834336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169172 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -18343324.000000 Penalty: 3916.879150
	Iteration 84Q: 3 clusters Score -1.834332e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -18343292.000000 Penalty: 3916.879150
	Iteration 85Q: 3 clusters Score -1.834329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -18343272.000000 Penalty: 3916.879150
	Iteration 86Q: 3 clusters Score -1.834327e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -18343260.000000 Penalty: 3916.879150
	Iteration 87Q: 3 clusters Score -1.834326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -18343252.000000 Penalty: 3916.879150
	Iteration 88Q: 3 clusters Score -1.834325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -18343242.000000 Penalty: 3916.879150
	Iteration 89Q: 3 clusters Score -1.834324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169424 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -18343220.000000 Penalty: 3916.879150
	Iteration 90Q: 3 clusters Score -1.834322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169446 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -18343216.000000 Penalty: 3916.879150
	Iteration 91Q: 3 clusters Score -1.834322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -18343212.000000 Penalty: 3916.879150
	Iteration 92Q: 3 clusters Score -1.834321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -18343188.000000 Penalty: 3916.879150
	Iteration 93Q: 3 clusters Score -1.834319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -18343176.000000 Penalty: 3916.879150
	Iteration 94Q: 3 clusters Score -1.834318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -18343196.000000 Penalty: 3916.879150
	Iteration 95Q: 3 clusters Score -1.83432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18343194.000000 Penalty: 3916.879150
	Iteration 96Q: 3 clusters Score -1.834319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18343190.000000 Penalty: 3916.879150
	Iteration 97Q: 3 clusters Score -1.834319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18343178.000000 Penalty: 3916.879150
	Iteration 98Q: 3 clusters Score -1.834318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18343174.000000 Penalty: 3916.879150
	Iteration 99Q: 3 clusters Score -1.834317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18343176.000000 Penalty: 3916.879150
	Iteration 100F: 3 clusters Score -1.834318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18343178.000000 Penalty: 3916.879150
	Iteration 101Q: 3 clusters Score -1.834318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18343154.000000 Penalty: 3916.879150
	Iteration 102Q: 3 clusters Score -1.834315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18343156.000000 Penalty: 3916.879150
	Iteration 103Q: 3 clusters Score -1.834316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18343154.000000 Penalty: 3916.879150
	Iteration 104Q: 3 clusters Score -1.834315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18343158.000000 Penalty: 3916.879150
	Iteration 105Q: 3 clusters Score -1.834316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18343158.000000 Penalty: 3916.879150
	Iteration 106F: 3 clusters Score -1.834316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -291651.000000 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -291651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -289017.531250 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -289017.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -289672.187500 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -289672.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -289819.375000 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -289819.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -289916.031250 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -289916 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -289970.968750 Penalty: 2579.530762
	Iteration 4Q: 3 clusters Score -289971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -290011.718750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -290011.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -290051.937500 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -290051.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -290086.843750 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -290086.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290113.750000 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -290113.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -290144.312500 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -290144.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -290171.375000 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -290171.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -290187.906250 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -290187.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290199.968750 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -290200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -290207.843750 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -290207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -290212.375000 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -290212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -290215.625000 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -290215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -290221.031250 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -290221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -290223.812500 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -290223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -290228.531250 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -290228.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -290234.406250 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -290234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -290239.625000 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -290239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -290241.062500 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -290241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -290241.718750 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -290241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -290242.937500 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -290242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -290244.250000 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -290244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -290246.187500 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -290246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -290249.843750 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -290249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -290252.531250 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -290252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -290254.218750 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -290254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -290256.437500 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -290256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -290259.000000 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -290259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -290262.718750 Penalty: 2579.530762
	Iteration 31Q: 3 clusters Score -290262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -290266.250000 Penalty: 2579.530762
	Iteration 32Q: 3 clusters Score -290266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290268.406250 Penalty: 2579.530762
	Iteration 33Q: 3 clusters Score -290268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -290270.250000 Penalty: 2579.530762
	Iteration 34Q: 3 clusters Score -290270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -290271.718750 Penalty: 2579.530762
	Iteration 35Q: 3 clusters Score -290271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -290271.781250 Penalty: 2579.530762
	Iteration 36Q: 3 clusters Score -290271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -290271.656250 Penalty: 2579.530762
	Iteration 37Q: 3 clusters Score -290271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -290271.875000 Penalty: 2579.530762
	Iteration 38Q: 3 clusters Score -290271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290272.093750 Penalty: 2579.530762
	Iteration 39Q: 3 clusters Score -290272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -290272.093750 Penalty: 2579.530762
	Iteration 40F: 3 clusters Score -290272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (252686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252686 members 
Entering Unmasked Estep 
Score: -26822540.000000 Penalty: 2021.484253
	Iteration 0F: 2 clusters Score -2.682254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 126125 members 
Entering Unmasked Estep 
Score: -26663902.000000 Penalty: 4042.968506
	Iteration 0F: 3 clusters Score -2.66639e+07 nChanged 122916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131683 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
Score: -26737540.000000 Penalty: 4042.968506
	Iteration 1F: 3 clusters Score -2.673754e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -26740078.000000 Penalty: 4042.968506
	Iteration 2Q: 3 clusters Score -2.674008e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -26744348.000000 Penalty: 4042.968506
	Iteration 3Q: 3 clusters Score -2.674435e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147990 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -26751804.000000 Penalty: 4042.968506
	Iteration 4F: 3 clusters Score -2.67518e+07 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -26761742.000000 Penalty: 4042.968506
	Iteration 5F: 3 clusters Score -2.676174e+07 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173049 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -26774918.000000 Penalty: 4042.968506
	Iteration 6F: 3 clusters Score -2.677492e+07 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -26788092.000000 Penalty: 4042.968506
	Iteration 7F: 3 clusters Score -2.678809e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197392 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -26798302.000000 Penalty: 4042.968506
	Iteration 8F: 3 clusters Score -2.67983e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204461 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -26804242.000000 Penalty: 4042.968506
	Iteration 9Q: 3 clusters Score -2.680424e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209494 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -26807624.000000 Penalty: 4042.968506
	Iteration 10Q: 3 clusters Score -2.680762e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213680 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -26809644.000000 Penalty: 4042.968506
	Iteration 11Q: 3 clusters Score -2.680964e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217320 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -26810762.000000 Penalty: 4042.968506
	Iteration 12Q: 3 clusters Score -2.681076e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220781 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -26811928.000000 Penalty: 4042.968506
	Iteration 13Q: 3 clusters Score -2.681193e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223918 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -26813226.000000 Penalty: 4042.968506
	Iteration 14Q: 3 clusters Score -2.681323e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226913 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -26814092.000000 Penalty: 4042.968506
	Iteration 15Q: 3 clusters Score -2.681409e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229816 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -26815082.000000 Penalty: 4042.968506
	Iteration 16Q: 3 clusters Score -2.681508e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232505 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -26816042.000000 Penalty: 4042.968506
	Iteration 17Q: 3 clusters Score -2.681604e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -26817070.000000 Penalty: 4042.968506
	Iteration 18Q: 3 clusters Score -2.681707e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237201 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -26817790.000000 Penalty: 4042.968506
	Iteration 19Q: 3 clusters Score -2.681779e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239196 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -26818414.000000 Penalty: 4042.968506
	Iteration 20F: 3 clusters Score -2.681841e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240934 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -26818954.000000 Penalty: 4042.968506
	Iteration 21Q: 3 clusters Score -2.681895e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242492 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -26819558.000000 Penalty: 4042.968506
	Iteration 22Q: 3 clusters Score -2.681956e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243858 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -26820160.000000 Penalty: 4042.968506
	Iteration 23Q: 3 clusters Score -2.682016e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245108 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -26820554.000000 Penalty: 4042.968506
	Iteration 24Q: 3 clusters Score -2.682055e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246172 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -26820952.000000 Penalty: 4042.968506
	Iteration 25Q: 3 clusters Score -2.682095e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247154 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -26821276.000000 Penalty: 4042.968506
	Iteration 26Q: 3 clusters Score -2.682128e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247929 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -26821414.000000 Penalty: 4042.968506
	Iteration 27Q: 3 clusters Score -2.682141e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248587 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -26821570.000000 Penalty: 4042.968506
	Iteration 28Q: 3 clusters Score -2.682157e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249108 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -26821476.000000 Penalty: 4042.968506
	Iteration 29Q: 3 clusters Score -2.682148e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249505 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -26821544.000000 Penalty: 4042.968506
	Iteration 30Q: 3 clusters Score -2.682154e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249835 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -26821570.000000 Penalty: 4042.968506
	Iteration 31Q: 3 clusters Score -2.682157e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250116 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -26821584.000000 Penalty: 4042.968506
	Iteration 32Q: 3 clusters Score -2.682158e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250348 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -26821666.000000 Penalty: 4042.968506
	Iteration 33Q: 3 clusters Score -2.682167e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250541 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -26821656.000000 Penalty: 4042.968506
	Iteration 34Q: 3 clusters Score -2.682166e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250704 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -26821646.000000 Penalty: 4042.968506
	Iteration 35Q: 3 clusters Score -2.682165e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250838 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -26821616.000000 Penalty: 4042.968506
	Iteration 36Q: 3 clusters Score -2.682162e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250956 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -26821628.000000 Penalty: 4042.968506
	Iteration 37Q: 3 clusters Score -2.682163e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251065 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -26821586.000000 Penalty: 4042.968506
	Iteration 38Q: 3 clusters Score -2.682159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251160 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -26821594.000000 Penalty: 4042.968506
	Iteration 39Q: 3 clusters Score -2.682159e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251233 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -26821620.000000 Penalty: 4042.968506
	Iteration 40F: 3 clusters Score -2.682162e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251286 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -26821604.000000 Penalty: 4042.968506
	Iteration 41Q: 3 clusters Score -2.68216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251324 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -26821594.000000 Penalty: 4042.968506
	Iteration 42Q: 3 clusters Score -2.682159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251358 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -26821574.000000 Penalty: 4042.968506
	Iteration 43Q: 3 clusters Score -2.682157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251387 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -26821582.000000 Penalty: 4042.968506
	Iteration 44Q: 3 clusters Score -2.682158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251412 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -26821574.000000 Penalty: 4042.968506
	Iteration 45Q: 3 clusters Score -2.682157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251431 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -26821590.000000 Penalty: 4042.968506
	Iteration 46Q: 3 clusters Score -2.682159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251446 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -26821578.000000 Penalty: 4042.968506
	Iteration 47Q: 3 clusters Score -2.682158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251462 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -26821600.000000 Penalty: 4042.968506
	Iteration 48Q: 3 clusters Score -2.68216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251475 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -26821594.000000 Penalty: 4042.968506
	Iteration 49Q: 3 clusters Score -2.682159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251493 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -26821590.000000 Penalty: 4042.968506
	Iteration 50Q: 3 clusters Score -2.682159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251510 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -26821584.000000 Penalty: 4042.968506
	Iteration 51Q: 3 clusters Score -2.682158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251524 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -26821610.000000 Penalty: 4042.968506
	Iteration 52Q: 3 clusters Score -2.682161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251535 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -26821618.000000 Penalty: 4042.968506
	Iteration 53Q: 3 clusters Score -2.682162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251544 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -26821598.000000 Penalty: 4042.968506
	Iteration 54Q: 3 clusters Score -2.68216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251548 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -26821610.000000 Penalty: 4042.968506
	Iteration 55Q: 3 clusters Score -2.682161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251552 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -26821614.000000 Penalty: 4042.968506
	Iteration 56Q: 3 clusters Score -2.682161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251554 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -26821610.000000 Penalty: 4042.968506
	Iteration 57Q: 3 clusters Score -2.682161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251557 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -26821616.000000 Penalty: 4042.968506
	Iteration 58Q: 3 clusters Score -2.682162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251561 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -26821624.000000 Penalty: 4042.968506
	Iteration 59Q: 3 clusters Score -2.682162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251565 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -26821618.000000 Penalty: 4042.968506
	Iteration 60F: 3 clusters Score -2.682162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251571 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -26821624.000000 Penalty: 4042.968506
	Iteration 61Q: 3 clusters Score -2.682162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251579 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -26821626.000000 Penalty: 4042.968506
	Iteration 62Q: 3 clusters Score -2.682163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251581 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -26821614.000000 Penalty: 4042.968506
	Iteration 63Q: 3 clusters Score -2.682161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251584 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -26821606.000000 Penalty: 4042.968506
	Iteration 64Q: 3 clusters Score -2.682161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -26821620.000000 Penalty: 4042.968506
	Iteration 65Q: 3 clusters Score -2.682162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251591 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -26821610.000000 Penalty: 4042.968506
	Iteration 66Q: 3 clusters Score -2.682161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251594 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -26821592.000000 Penalty: 4042.968506
	Iteration 67Q: 3 clusters Score -2.682159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251598 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -26821602.000000 Penalty: 4042.968506
	Iteration 68Q: 3 clusters Score -2.68216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -26821600.000000 Penalty: 4042.968506
	Iteration 69Q: 3 clusters Score -2.68216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -26821600.000000 Penalty: 4042.968506
	Iteration 70F: 3 clusters Score -2.68216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Entering Unmasked Estep 
Score: -17808202.000000 Penalty: 1953.857910
	Iteration 0F: 2 clusters Score -1.78082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -17700888.000000 Penalty: 3907.715820
	Iteration 0F: 3 clusters Score -1.770089e+07 nChanged 80428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -17748796.000000 Penalty: 3907.715820
	Iteration 1F: 3 clusters Score -1.77488e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -17750684.000000 Penalty: 3907.715820
	Iteration 2Q: 3 clusters Score -1.775068e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -17753842.000000 Penalty: 3907.715820
	Iteration 3Q: 3 clusters Score -1.775384e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -17759678.000000 Penalty: 3907.715820
	Iteration 4F: 3 clusters Score -1.775968e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -17769210.000000 Penalty: 3907.715820
	Iteration 5F: 3 clusters Score -1.776921e+07 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -17782128.000000 Penalty: 3907.715820
	Iteration 6F: 3 clusters Score -1.778213e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -17794946.000000 Penalty: 3907.715820
	Iteration 7F: 3 clusters Score -1.779495e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -17801968.000000 Penalty: 3907.715820
	Iteration 8F: 3 clusters Score -1.780197e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 164601 members 
Entering Unmasked Estep 
Score: -17805036.000000 Penalty: 3907.715820
	Iteration 9Q: 3 clusters Score -1.780504e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 165969 members 
Entering Unmasked Estep 
Score: -17805928.000000 Penalty: 3907.715820
	Iteration 10Q: 3 clusters Score -1.780593e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -17806234.000000 Penalty: 3907.715820
	Iteration 11Q: 3 clusters Score -1.780623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166439 members 
Entering Unmasked Estep 
Score: -17806366.000000 Penalty: 3907.715820
	Iteration 12Q: 3 clusters Score -1.780637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -17806412.000000 Penalty: 3907.715820
	Iteration 13Q: 3 clusters Score -1.780641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166482 members 
Entering Unmasked Estep 
Score: -17806466.000000 Penalty: 3907.715820
	Iteration 14Q: 3 clusters Score -1.780647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -17806480.000000 Penalty: 3907.715820
	Iteration 15Q: 3 clusters Score -1.780648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -17806496.000000 Penalty: 3907.715820
	Iteration 16Q: 3 clusters Score -1.78065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -17806494.000000 Penalty: 3907.715820
	Iteration 17Q: 3 clusters Score -1.780649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -17806506.000000 Penalty: 3907.715820
	Iteration 18Q: 3 clusters Score -1.780651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -17806518.000000 Penalty: 3907.715820
	Iteration 19Q: 3 clusters Score -1.780652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -17806514.000000 Penalty: 3907.715820
	Iteration 20F: 3 clusters Score -1.780651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -17806514.000000 Penalty: 3907.715820
	Iteration 21Q: 3 clusters Score -1.780651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -17806536.000000 Penalty: 3907.715820
	Iteration 22Q: 3 clusters Score -1.780654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -17806544.000000 Penalty: 3907.715820
	Iteration 23Q: 3 clusters Score -1.780654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 166486 members 
Entering Unmasked Estep 
Score: -17806544.000000 Penalty: 3907.715820
	Iteration 24Q: 3 clusters Score -1.780654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -17806544.000000 Penalty: 3907.715820
	Iteration 25Q: 3 clusters Score -1.780654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -17806544.000000 Penalty: 3907.715820
	Iteration 26Q: 3 clusters Score -1.780654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -17806548.000000 Penalty: 3907.715820
	Iteration 27Q: 3 clusters Score -1.780655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -17806548.000000 Penalty: 3907.715820
	Iteration 28F: 3 clusters Score -1.780655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17688 members 
Mstep: Class 4 contains 102 members 
Mstep: Class 5 contains 26108 members 
Mstep: Class 6 contains 55117 members 
Mstep: Class 7 contains 12829 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 13 contains 65113 members 
Mstep: Class 14 contains 91 members 
Mstep: Class 15 contains 171431 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 252686 members 
Mstep: Class 19 contains 166665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460320.000000 Penalty: 39790.128906
Iteration 79Q: 19 clusters Score -8.446032e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 107 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 105 members 
Mstep: Class 5 contains 26178 members 
Mstep: Class 6 contains 55190 members 
Mstep: Class 7 contains 12857 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 389 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 65276 members 
Mstep: Class 14 contains 103 members 
Mstep: Class 15 contains 171426 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 17 contains 253112 members 
Mstep: Class 19 contains 166913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2170.232910 but Gain 2210.562500
Score: -84462880.000000 Penalty: 37579.566406
Iteration 80F: 18 clusters Score -8.446288e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 17581 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 26149 members 
Mstep: Class 6 contains 56031 members 
Mstep: Class 7 contains 12869 members 
Mstep: Class 8 contains 14101 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 4364 members 
Mstep: Class 13 contains 65391 members 
Mstep: Class 14 contains 117 members 
Mstep: Class 15 contains 171973 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 253282 members 
Mstep: Class 19 contains 166831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466072.000000 Penalty: 37579.566406
Iteration 81Q: 18 clusters Score -8.446607e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 124 members 
Mstep: Class 5 contains 26102 members 
Mstep: Class 6 contains 55912 members 
Mstep: Class 7 contains 12905 members 
Mstep: Class 8 contains 14089 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 65500 members 
Mstep: Class 14 contains 115 members 
Mstep: Class 15 contains 171799 members 
Mstep: Class 16 contains 2792 members 
Mstep: Class 17 contains 253522 members 
Mstep: Class 19 contains 166704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466656.000000 Penalty: 37579.566406
Iteration 82Q: 18 clusters Score -8.446666e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17417 members 
Mstep: Class 4 contains 124 members 
Mstep: Class 5 contains 26071 members 
Mstep: Class 6 contains 55784 members 
Mstep: Class 7 contains 12940 members 
Mstep: Class 8 contains 14030 members 
Mstep: Class 9 contains 862 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 4514 members 
Mstep: Class 13 contains 65636 members 
Mstep: Class 14 contains 113 members 
Mstep: Class 15 contains 171619 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 253769 members 
Mstep: Class 19 contains 166608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467416.000000 Penalty: 37579.566406
Iteration 83Q: 18 clusters Score -8.446742e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17322 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 55671 members 
Mstep: Class 7 contains 12959 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 4561 members 
Mstep: Class 13 contains 65770 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 171440 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 253999 members 
Mstep: Class 19 contains 166534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467624.000000 Penalty: 37579.566406
Iteration 84Q: 18 clusters Score -8.446762e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17238 members 
Mstep: Class 4 contains 127 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 55561 members 
Mstep: Class 7 contains 12986 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 4598 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 171222 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 254262 members 
Mstep: Class 19 contains 166452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467744.000000 Penalty: 37579.566406
Iteration 85Q: 18 clusters Score -8.446774e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26030 members 
Mstep: Class 6 contains 55484 members 
Mstep: Class 7 contains 13011 members 
Mstep: Class 8 contains 13868 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 66011 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 171011 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 254517 members 
Mstep: Class 19 contains 166404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467976.000000 Penalty: 37579.566406
Iteration 86Q: 18 clusters Score -8.446798e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 17033 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 55449 members 
Mstep: Class 7 contains 13035 members 
Mstep: Class 8 contains 13809 members 
Mstep: Class 9 contains 1422 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 4651 members 
Mstep: Class 13 contains 66097 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 170779 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 254803 members 
Mstep: Class 19 contains 166354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468264.000000 Penalty: 37579.566406
Iteration 87Q: 18 clusters Score -8.446826e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16953 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 13057 members 
Mstep: Class 8 contains 13751 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 4662 members 
Mstep: Class 13 contains 66179 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 170555 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 255088 members 
Mstep: Class 19 contains 166283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468744.000000 Penalty: 37579.566406
Iteration 88Q: 18 clusters Score -8.446874e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16890 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 55406 members 
Mstep: Class 7 contains 13084 members 
Mstep: Class 8 contains 13688 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 11 contains 4769 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 66257 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 170386 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 255324 members 
Mstep: Class 19 contains 166186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468880.000000 Penalty: 37579.566406
Iteration 89Q: 18 clusters Score -8.446888e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16833 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26025 members 
Mstep: Class 6 contains 55399 members 
Mstep: Class 7 contains 13107 members 
Mstep: Class 8 contains 13620 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 11 contains 4725 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 66354 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 170208 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 255577 members 
Mstep: Class 19 contains 166079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469400.000000 Penalty: 37579.566406
Iteration 90Q: 18 clusters Score -8.44694e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16782 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 55370 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 13565 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 4695 members 
Mstep: Class 13 contains 66458 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 170030 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 255808 members 
Mstep: Class 19 contains 165991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469352.000000 Penalty: 37579.566406
Iteration 91Q: 18 clusters Score -8.446935e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16723 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 55332 members 
Mstep: Class 7 contains 13128 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 4702 members 
Mstep: Class 13 contains 66549 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169836 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 256076 members 
Mstep: Class 19 contains 165904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469568.000000 Penalty: 37579.566406
Iteration 92Q: 18 clusters Score -8.446957e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16670 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 55301 members 
Mstep: Class 7 contains 13140 members 
Mstep: Class 8 contains 13482 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 66610 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169673 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 256301 members 
Mstep: Class 19 contains 165831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469568.000000 Penalty: 37579.566406
Iteration 93Q: 18 clusters Score -8.446957e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16605 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 13149 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 4718 members 
Mstep: Class 13 contains 66675 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169566 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 256480 members 
Mstep: Class 19 contains 165769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469696.000000 Penalty: 37579.566406
Iteration 94Q: 18 clusters Score -8.44697e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26015 members 
Mstep: Class 6 contains 55284 members 
Mstep: Class 7 contains 13156 members 
Mstep: Class 8 contains 13422 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 4729 members 
Mstep: Class 13 contains 66744 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169414 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 256665 members 
Mstep: Class 19 contains 165726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469696.000000 Penalty: 37579.566406
Iteration 95Q: 18 clusters Score -8.44697e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16467 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26011 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 13171 members 
Mstep: Class 8 contains 13399 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 11 contains 4725 members 
Mstep: Class 12 contains 4735 members 
Mstep: Class 13 contains 66803 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169327 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 17 contains 256825 members 
Mstep: Class 19 contains 165655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470016.000000 Penalty: 37579.566406
Iteration 96Q: 18 clusters Score -8.447002e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 55257 members 
Mstep: Class 7 contains 13183 members 
Mstep: Class 8 contains 13376 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 4743 members 
Mstep: Class 13 contains 66865 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169208 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 256983 members 
Mstep: Class 19 contains 165607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470168.000000 Penalty: 37579.566406
Iteration 97Q: 18 clusters Score -8.447017e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16355 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26006 members 
Mstep: Class 6 contains 55254 members 
Mstep: Class 7 contains 13196 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 11 contains 4755 members 
Mstep: Class 12 contains 4748 members 
Mstep: Class 13 contains 66909 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 169131 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 257101 members 
Mstep: Class 19 contains 165573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470176.000000 Penalty: 37579.566406
Iteration 98Q: 18 clusters Score -8.447018e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26002 members 
Mstep: Class 6 contains 55257 members 
Mstep: Class 7 contains 13207 members 
Mstep: Class 8 contains 13332 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 11 contains 4767 members 
Mstep: Class 12 contains 4752 members 
Mstep: Class 13 contains 66956 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 169026 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 257240 members 
Mstep: Class 19 contains 165540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470448.000000 Penalty: 37579.566406
Iteration 99Q: 18 clusters Score -8.447045e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26001 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 13221 members 
Mstep: Class 8 contains 13315 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 12 contains 4754 members 
Mstep: Class 13 contains 67000 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 168938 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 257360 members 
Mstep: Class 19 contains 165495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470808.000000 Penalty: 37579.566406
Iteration 100F: 18 clusters Score -8.447081e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16170 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25994 members 
Mstep: Class 6 contains 55268 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 8 contains 13297 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 4759 members 
Mstep: Class 13 contains 67031 members 
Mstep: Class 14 contains 114 members 
Mstep: Class 15 contains 168879 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 257489 members 
Mstep: Class 19 contains 165456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470872.000000 Penalty: 37579.566406
Iteration 101Q: 18 clusters Score -8.447087e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25992 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 13280 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 4765 members 
Mstep: Class 13 contains 67055 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 168796 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 257606 members 
Mstep: Class 19 contains 165450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471096.000000 Penalty: 37579.566406
Iteration 102Q: 18 clusters Score -8.44711e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 13268 members 
Mstep: Class 8 contains 13267 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 4770 members 
Mstep: Class 13 contains 67091 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168731 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 257722 members 
Mstep: Class 19 contains 165428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471152.000000 Penalty: 37579.566406
Iteration 103Q: 18 clusters Score -8.447115e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 55262 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 13257 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 4775 members 
Mstep: Class 13 contains 67120 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168679 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 257818 members 
Mstep: Class 19 contains 165401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471240.000000 Penalty: 37579.566406
Iteration 104Q: 18 clusters Score -8.447124e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15895 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 55260 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 13250 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 4779 members 
Mstep: Class 13 contains 67151 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168630 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 257920 members 
Mstep: Class 19 contains 165386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471296.000000 Penalty: 37579.566406
Iteration 105Q: 18 clusters Score -8.44713e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15820 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 55258 members 
Mstep: Class 7 contains 13307 members 
Mstep: Class 8 contains 13243 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 11 contains 4808 members 
Mstep: Class 12 contains 4785 members 
Mstep: Class 13 contains 67172 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168588 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 258039 members 
Mstep: Class 19 contains 165356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471440.000000 Penalty: 37579.566406
Iteration 106Q: 18 clusters Score -8.447144e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15737 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 55261 members 
Mstep: Class 7 contains 13317 members 
Mstep: Class 8 contains 13235 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 11 contains 4812 members 
Mstep: Class 12 contains 4789 members 
Mstep: Class 13 contains 67198 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168554 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 258165 members 
Mstep: Class 19 contains 165314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471536.000000 Penalty: 37579.566406
Iteration 107Q: 18 clusters Score -8.447154e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15664 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 13323 members 
Mstep: Class 8 contains 13223 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 4793 members 
Mstep: Class 13 contains 67233 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168507 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 258300 members 
Mstep: Class 19 contains 165257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471560.000000 Penalty: 37579.566406
Iteration 108Q: 18 clusters Score -8.447156e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15599 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25986 members 
Mstep: Class 6 contains 55270 members 
Mstep: Class 7 contains 13332 members 
Mstep: Class 8 contains 13210 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 11 contains 4819 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 67268 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168456 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 258405 members 
Mstep: Class 19 contains 165223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471752.000000 Penalty: 37579.566406
Iteration 109Q: 18 clusters Score -8.447175e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15533 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25997 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 13201 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 4801 members 
Mstep: Class 13 contains 67292 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168414 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 258491 members 
Mstep: Class 19 contains 165185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471688.000000 Penalty: 37579.566406
Iteration 110Q: 18 clusters Score -8.447169e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25991 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 13188 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 4800 members 
Mstep: Class 13 contains 67318 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168395 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 258576 members 
Mstep: Class 19 contains 165155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471784.000000 Penalty: 37579.566406
Iteration 111Q: 18 clusters Score -8.447178e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25988 members 
Mstep: Class 6 contains 55281 members 
Mstep: Class 7 contains 13370 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 67344 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168382 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 258674 members 
Mstep: Class 19 contains 165109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471896.000000 Penalty: 37579.566406
Iteration 112Q: 18 clusters Score -8.44719e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15327 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 55274 members 
Mstep: Class 7 contains 13384 members 
Mstep: Class 8 contains 13173 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 4804 members 
Mstep: Class 13 contains 67354 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168368 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 258777 members 
Mstep: Class 19 contains 165073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471968.000000 Penalty: 37579.566406
Iteration 113Q: 18 clusters Score -8.447197e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 55275 members 
Mstep: Class 7 contains 13394 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 67367 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168345 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 258845 members 
Mstep: Class 19 contains 165060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472008.000000 Penalty: 37579.566406
Iteration 114Q: 18 clusters Score -8.447201e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15200 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 55277 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 67381 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168319 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 258912 members 
Mstep: Class 19 contains 165049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472072.000000 Penalty: 37579.566406
Iteration 115Q: 18 clusters Score -8.447207e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 13418 members 
Mstep: Class 8 contains 13159 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 67386 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168315 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 258953 members 
Mstep: Class 19 contains 165044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472064.000000 Penalty: 37579.566406
Iteration 116Q: 18 clusters Score -8.447206e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 13424 members 
Mstep: Class 8 contains 13153 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 67401 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168316 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 259007 members 
Mstep: Class 19 contains 165015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472000.000000 Penalty: 37579.566406
Iteration 117Q: 18 clusters Score -8.4472e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 15062 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25978 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 13150 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168324 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 259027 members 
Mstep: Class 19 contains 165020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 18 clusters Score -8.447208e+07 nChanged 491
Entering ConstructFrom: 
Score: -84472080.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Entering Unmasked Estep 
Score: -1111506.000000 Penalty: 1507.066284
	Iteration 0F: 2 clusters Score -1111506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1104052.250000 Penalty: 3014.132568
	Iteration 0F: 3 clusters Score -1104052 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1106510.875000 Penalty: 3014.132568
	Iteration 1F: 3 clusters Score -1106511 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1106858.250000 Penalty: 3014.132568
	Iteration 2F: 3 clusters Score -1106858 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1107156.500000 Penalty: 3014.132568
	Iteration 3F: 3 clusters Score -1107156 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1107453.625000 Penalty: 3014.132568
	Iteration 4Q: 3 clusters Score -1107454 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1107757.000000 Penalty: 3014.132568
	Iteration 5Q: 3 clusters Score -1107757 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1108032.750000 Penalty: 3014.132568
	Iteration 6Q: 3 clusters Score -1108033 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1108340.625000 Penalty: 3014.132568
	Iteration 7Q: 3 clusters Score -1108341 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1108647.375000 Penalty: 3014.132568
	Iteration 8Q: 3 clusters Score -1108647 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1108888.000000 Penalty: 3014.132568
	Iteration 9Q: 3 clusters Score -1108888 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1109084.625000 Penalty: 3014.132568
	Iteration 10Q: 3 clusters Score -1109085 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1109238.750000 Penalty: 3014.132568
	Iteration 11Q: 3 clusters Score -1109239 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1109357.375000 Penalty: 3014.132568
	Iteration 12Q: 3 clusters Score -1109357 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1109464.125000 Penalty: 3014.132568
	Iteration 13Q: 3 clusters Score -1109464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1109537.375000 Penalty: 3014.132568
	Iteration 14Q: 3 clusters Score -1109537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1109598.625000 Penalty: 3014.132568
	Iteration 15Q: 3 clusters Score -1109599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1109654.625000 Penalty: 3014.132568
	Iteration 16Q: 3 clusters Score -1109655 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1109701.125000 Penalty: 3014.132568
	Iteration 17Q: 3 clusters Score -1109701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1109744.125000 Penalty: 3014.132568
	Iteration 18Q: 3 clusters Score -1109744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1109785.625000 Penalty: 3014.132568
	Iteration 19Q: 3 clusters Score -1109786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1109832.000000 Penalty: 3014.132568
	Iteration 20F: 3 clusters Score -1109832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1109895.000000 Penalty: 3014.132568
	Iteration 21Q: 3 clusters Score -1109895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1109941.375000 Penalty: 3014.132568
	Iteration 22Q: 3 clusters Score -1109941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1109970.000000 Penalty: 3014.132568
	Iteration 23Q: 3 clusters Score -1109970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1109992.125000 Penalty: 3014.132568
	Iteration 24Q: 3 clusters Score -1109992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1110006.375000 Penalty: 3014.132568
	Iteration 25Q: 3 clusters Score -1110006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1110023.000000 Penalty: 3014.132568
	Iteration 26Q: 3 clusters Score -1110023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1110056.500000 Penalty: 3014.132568
	Iteration 27Q: 3 clusters Score -1110056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1110076.500000 Penalty: 3014.132568
	Iteration 28Q: 3 clusters Score -1110076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1110097.750000 Penalty: 3014.132568
	Iteration 29Q: 3 clusters Score -1110098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1110119.375000 Penalty: 3014.132568
	Iteration 30Q: 3 clusters Score -1110119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1110135.625000 Penalty: 3014.132568
	Iteration 31Q: 3 clusters Score -1110136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1110152.250000 Penalty: 3014.132568
	Iteration 32Q: 3 clusters Score -1110152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1110163.500000 Penalty: 3014.132568
	Iteration 33Q: 3 clusters Score -1110164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1110174.875000 Penalty: 3014.132568
	Iteration 34Q: 3 clusters Score -1110175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1110192.375000 Penalty: 3014.132568
	Iteration 35Q: 3 clusters Score -1110192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1110205.750000 Penalty: 3014.132568
	Iteration 36Q: 3 clusters Score -1110206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1110212.875000 Penalty: 3014.132568
	Iteration 37Q: 3 clusters Score -1110213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1110220.125000 Penalty: 3014.132568
	Iteration 38Q: 3 clusters Score -1110220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1110225.500000 Penalty: 3014.132568
	Iteration 39Q: 3 clusters Score -1110226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1110231.500000 Penalty: 3014.132568
	Iteration 40F: 3 clusters Score -1110232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1110234.250000 Penalty: 3014.132568
	Iteration 41Q: 3 clusters Score -1110234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1110236.125000 Penalty: 3014.132568
	Iteration 42Q: 3 clusters Score -1110236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1110239.625000 Penalty: 3014.132568
	Iteration 43Q: 3 clusters Score -1110240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1110241.375000 Penalty: 3014.132568
	Iteration 44Q: 3 clusters Score -1110241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1110244.500000 Penalty: 3014.132568
	Iteration 45Q: 3 clusters Score -1110244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1110244.000000 Penalty: 3014.132568
	Iteration 46Q: 3 clusters Score -1110244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1110244.500000 Penalty: 3014.132568
	Iteration 47Q: 3 clusters Score -1110244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1110244.375000 Penalty: 3014.132568
	Iteration 48Q: 3 clusters Score -1110244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1110245.000000 Penalty: 3014.132568
	Iteration 49Q: 3 clusters Score -1110245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1110245.375000 Penalty: 3014.132568
	Iteration 50Q: 3 clusters Score -1110245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1110247.375000 Penalty: 3014.132568
	Iteration 51Q: 3 clusters Score -1110247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1110247.750000 Penalty: 3014.132568
	Iteration 52Q: 3 clusters Score -1110248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1110247.750000 Penalty: 3014.132568
	Iteration 53F: 3 clusters Score -1110248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9610.570312 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9610.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9050.537109 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9050.537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9102.460938 Penalty: 1512.537109
	Iteration 1F: 3 clusters Score -9102.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9115.097656 Penalty: 1512.537109
	Iteration 2Q: 3 clusters Score -9115.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9115.097656 Penalty: 1512.537109
	Iteration 3F: 3 clusters Score -9115.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1630611.875000 Penalty: 1562.557617
	Iteration 0F: 2 clusters Score -1630612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1620200.250000 Penalty: 3125.115234
	Iteration 0F: 3 clusters Score -1620200 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1623843.500000 Penalty: 3125.115234
	Iteration 1F: 3 clusters Score -1623844 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1624308.000000 Penalty: 3125.115234
	Iteration 2F: 3 clusters Score -1624308 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1624790.125000 Penalty: 3125.115234
	Iteration 3F: 3 clusters Score -1624790 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1625286.000000 Penalty: 3125.115234
	Iteration 4F: 3 clusters Score -1625286 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1625746.500000 Penalty: 3125.115234
	Iteration 5F: 3 clusters Score -1625746 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1626207.000000 Penalty: 3125.115234
	Iteration 6F: 3 clusters Score -1626207 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1626670.000000 Penalty: 3125.115234
	Iteration 7F: 3 clusters Score -1626670 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1627152.500000 Penalty: 3125.115234
	Iteration 8Q: 3 clusters Score -1627152 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1627596.750000 Penalty: 3125.115234
	Iteration 9Q: 3 clusters Score -1627597 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1627958.000000 Penalty: 3125.115234
	Iteration 10Q: 3 clusters Score -1627958 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1628210.125000 Penalty: 3125.115234
	Iteration 11Q: 3 clusters Score -1628210 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1628377.375000 Penalty: 3125.115234
	Iteration 12Q: 3 clusters Score -1628377 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1628485.750000 Penalty: 3125.115234
	Iteration 13Q: 3 clusters Score -1628486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1628590.500000 Penalty: 3125.115234
	Iteration 14Q: 3 clusters Score -1628590 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1628677.625000 Penalty: 3125.115234
	Iteration 15Q: 3 clusters Score -1628678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1628766.125000 Penalty: 3125.115234
	Iteration 16Q: 3 clusters Score -1628766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1628861.625000 Penalty: 3125.115234
	Iteration 17Q: 3 clusters Score -1628862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1628960.750000 Penalty: 3125.115234
	Iteration 18Q: 3 clusters Score -1628961 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1629019.250000 Penalty: 3125.115234
	Iteration 19Q: 3 clusters Score -1629019 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1629089.125000 Penalty: 3125.115234
	Iteration 20F: 3 clusters Score -1629089 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1629160.875000 Penalty: 3125.115234
	Iteration 21Q: 3 clusters Score -1629161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1629228.375000 Penalty: 3125.115234
	Iteration 22Q: 3 clusters Score -1629228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1629286.375000 Penalty: 3125.115234
	Iteration 23Q: 3 clusters Score -1629286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1629332.625000 Penalty: 3125.115234
	Iteration 24Q: 3 clusters Score -1629333 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1629377.000000 Penalty: 3125.115234
	Iteration 25Q: 3 clusters Score -1629377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1629409.625000 Penalty: 3125.115234
	Iteration 26Q: 3 clusters Score -1629410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1629440.625000 Penalty: 3125.115234
	Iteration 27Q: 3 clusters Score -1629441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1629459.375000 Penalty: 3125.115234
	Iteration 28Q: 3 clusters Score -1629459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1629487.375000 Penalty: 3125.115234
	Iteration 29Q: 3 clusters Score -1629487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1629506.750000 Penalty: 3125.115234
	Iteration 30Q: 3 clusters Score -1629507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1629541.125000 Penalty: 3125.115234
	Iteration 31Q: 3 clusters Score -1629541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1629567.500000 Penalty: 3125.115234
	Iteration 32Q: 3 clusters Score -1629568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1629596.750000 Penalty: 3125.115234
	Iteration 33Q: 3 clusters Score -1629597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1629613.750000 Penalty: 3125.115234
	Iteration 34Q: 3 clusters Score -1629614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1629625.750000 Penalty: 3125.115234
	Iteration 35Q: 3 clusters Score -1629626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1629635.250000 Penalty: 3125.115234
	Iteration 36Q: 3 clusters Score -1629635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1629643.500000 Penalty: 3125.115234
	Iteration 37Q: 3 clusters Score -1629644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1629648.375000 Penalty: 3125.115234
	Iteration 38Q: 3 clusters Score -1629648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1629652.000000 Penalty: 3125.115234
	Iteration 39Q: 3 clusters Score -1629652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1629656.375000 Penalty: 3125.115234
	Iteration 40F: 3 clusters Score -1629656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1629659.625000 Penalty: 3125.115234
	Iteration 41Q: 3 clusters Score -1629660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1629659.875000 Penalty: 3125.115234
	Iteration 42Q: 3 clusters Score -1629660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1629667.500000 Penalty: 3125.115234
	Iteration 43Q: 3 clusters Score -1629668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1629671.000000 Penalty: 3125.115234
	Iteration 44Q: 3 clusters Score -1629671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1629673.000000 Penalty: 3125.115234
	Iteration 45Q: 3 clusters Score -1629673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1629677.375000 Penalty: 3125.115234
	Iteration 46Q: 3 clusters Score -1629677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1629683.250000 Penalty: 3125.115234
	Iteration 47Q: 3 clusters Score -1629683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1629687.250000 Penalty: 3125.115234
	Iteration 48Q: 3 clusters Score -1629687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1629688.625000 Penalty: 3125.115234
	Iteration 49Q: 3 clusters Score -1629689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1629692.000000 Penalty: 3125.115234
	Iteration 50Q: 3 clusters Score -1629692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1629693.500000 Penalty: 3125.115234
	Iteration 51Q: 3 clusters Score -1629694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1629694.125000 Penalty: 3125.115234
	Iteration 52Q: 3 clusters Score -1629694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1629692.875000 Penalty: 3125.115234
	Iteration 53Q: 3 clusters Score -1629693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1629696.500000 Penalty: 3125.115234
	Iteration 54Q: 3 clusters Score -1629696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1629705.875000 Penalty: 3125.115234
	Iteration 55Q: 3 clusters Score -1629706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1629708.125000 Penalty: 3125.115234
	Iteration 56Q: 3 clusters Score -1629708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1629720.875000 Penalty: 3125.115234
	Iteration 57Q: 3 clusters Score -1629721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1629718.375000 Penalty: 3125.115234
	Iteration 58Q: 3 clusters Score -1629718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1629723.375000 Penalty: 3125.115234
	Iteration 59Q: 3 clusters Score -1629723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1629724.125000 Penalty: 3125.115234
	Iteration 60F: 3 clusters Score -1629724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1629725.625000 Penalty: 3125.115234
	Iteration 61Q: 3 clusters Score -1629726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1629728.000000 Penalty: 3125.115234
	Iteration 62Q: 3 clusters Score -1629728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1629731.375000 Penalty: 3125.115234
	Iteration 63Q: 3 clusters Score -1629731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1629733.375000 Penalty: 3125.115234
	Iteration 64Q: 3 clusters Score -1629733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1629734.125000 Penalty: 3125.115234
	Iteration 65Q: 3 clusters Score -1629734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1629731.375000 Penalty: 3125.115234
	Iteration 66Q: 3 clusters Score -1629731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1629732.750000 Penalty: 3125.115234
	Iteration 67Q: 3 clusters Score -1629733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1629732.500000 Penalty: 3125.115234
	Iteration 68Q: 3 clusters Score -1629732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1629735.375000 Penalty: 3125.115234
	Iteration 69Q: 3 clusters Score -1629735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1629738.125000 Penalty: 3125.115234
	Iteration 70Q: 3 clusters Score -1629738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1629739.875000 Penalty: 3125.115234
	Iteration 71Q: 3 clusters Score -1629740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1629746.625000 Penalty: 3125.115234
	Iteration 72Q: 3 clusters Score -1629747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1629745.500000 Penalty: 3125.115234
	Iteration 73Q: 3 clusters Score -1629746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1629746.750000 Penalty: 3125.115234
	Iteration 74Q: 3 clusters Score -1629747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1629749.250000 Penalty: 3125.115234
	Iteration 75Q: 3 clusters Score -1629749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1629750.125000 Penalty: 3125.115234
	Iteration 76Q: 3 clusters Score -1629750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1629753.000000 Penalty: 3125.115234
	Iteration 77Q: 3 clusters Score -1629753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1629750.250000 Penalty: 3125.115234
	Iteration 78Q: 3 clusters Score -1629750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1629754.750000 Penalty: 3125.115234
	Iteration 79Q: 3 clusters Score -1629755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1629759.000000 Penalty: 3125.115234
	Iteration 80F: 3 clusters Score -1629759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1629755.125000 Penalty: 3125.115234
	Iteration 81Q: 3 clusters Score -1629755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1629757.000000 Penalty: 3125.115234
	Iteration 82Q: 3 clusters Score -1629757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1629759.375000 Penalty: 3125.115234
	Iteration 83Q: 3 clusters Score -1629759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1629761.250000 Penalty: 3125.115234
	Iteration 84Q: 3 clusters Score -1629761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1629762.125000 Penalty: 3125.115234
	Iteration 85Q: 3 clusters Score -1629762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1629762.750000 Penalty: 3125.115234
	Iteration 86Q: 3 clusters Score -1629763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1629763.875000 Penalty: 3125.115234
	Iteration 87Q: 3 clusters Score -1629764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1629761.750000 Penalty: 3125.115234
	Iteration 88Q: 3 clusters Score -1629762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1629762.375000 Penalty: 3125.115234
	Iteration 89Q: 3 clusters Score -1629762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1629761.250000 Penalty: 3125.115234
	Iteration 90Q: 3 clusters Score -1629761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1629762.500000 Penalty: 3125.115234
	Iteration 91Q: 3 clusters Score -1629762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1629762.875000 Penalty: 3125.115234
	Iteration 92Q: 3 clusters Score -1629763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1629761.250000 Penalty: 3125.115234
	Iteration 93Q: 3 clusters Score -1629761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1629763.500000 Penalty: 3125.115234
	Iteration 94Q: 3 clusters Score -1629764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1629765.750000 Penalty: 3125.115234
	Iteration 95Q: 3 clusters Score -1629766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1629771.000000 Penalty: 3125.115234
	Iteration 96Q: 3 clusters Score -1629771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1629773.875000 Penalty: 3125.115234
	Iteration 97Q: 3 clusters Score -1629774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1629776.750000 Penalty: 3125.115234
	Iteration 98Q: 3 clusters Score -1629777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1629780.500000 Penalty: 3125.115234
	Iteration 99Q: 3 clusters Score -1629780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1629780.250000 Penalty: 3125.115234
	Iteration 100F: 3 clusters Score -1629780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1629784.000000 Penalty: 3125.115234
	Iteration 101Q: 3 clusters Score -1629784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1629782.750000 Penalty: 3125.115234
	Iteration 102Q: 3 clusters Score -1629783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1629785.750000 Penalty: 3125.115234
	Iteration 103Q: 3 clusters Score -1629786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1629785.250000 Penalty: 3125.115234
	Iteration 104Q: 3 clusters Score -1629785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1629783.875000 Penalty: 3125.115234
	Iteration 105Q: 3 clusters Score -1629784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1629784.500000 Penalty: 3125.115234
	Iteration 106Q: 3 clusters Score -1629784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1629789.125000 Penalty: 3125.115234
	Iteration 107Q: 3 clusters Score -1629789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1629792.250000 Penalty: 3125.115234
	Iteration 108Q: 3 clusters Score -1629792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1629793.875000 Penalty: 3125.115234
	Iteration 109Q: 3 clusters Score -1629794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1629795.875000 Penalty: 3125.115234
	Iteration 110Q: 3 clusters Score -1629796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1629793.875000 Penalty: 3125.115234
	Iteration 111Q: 3 clusters Score -1629794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1629796.250000 Penalty: 3125.115234
	Iteration 112Q: 3 clusters Score -1629796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1629798.000000 Penalty: 3125.115234
	Iteration 113Q: 3 clusters Score -1629798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1629798.000000 Penalty: 3125.115234
	Iteration 114Q: 3 clusters Score -1629798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1629799.500000 Penalty: 3125.115234
	Iteration 115Q: 3 clusters Score -1629800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1629799.875000 Penalty: 3125.115234
	Iteration 116Q: 3 clusters Score -1629800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1629802.875000 Penalty: 3125.115234
	Iteration 117Q: 3 clusters Score -1629803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1629802.875000 Penalty: 3125.115234
	Iteration 118F: 3 clusters Score -1629803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -10929.460938 Penalty: 789.719482
	Iteration 0F: 2 clusters Score -10929.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10323.160156 Penalty: 1579.438965
	Iteration 0F: 3 clusters Score -10323.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10419.139648 Penalty: 1579.438965
	Iteration 1F: 3 clusters Score -10419.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10439.680664 Penalty: 1579.438965
	Iteration 2Q: 3 clusters Score -10439.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10477.031250 Penalty: 1579.438965
	Iteration 3Q: 3 clusters Score -10477.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10487.580078 Penalty: 1579.438965
	Iteration 4Q: 3 clusters Score -10487.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10505.780273 Penalty: 1579.438965
	Iteration 5Q: 3 clusters Score -10505.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10505.780273 Penalty: 1579.438965
	Iteration 6F: 3 clusters Score -10505.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Entering Unmasked Estep 
Score: -2711478.250000 Penalty: 1651.782104
	Iteration 0F: 2 clusters Score -2711478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2693996.500000 Penalty: 3303.564209
	Iteration 0F: 3 clusters Score -2693996 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2700493.750000 Penalty: 3303.564209
	Iteration 1F: 3 clusters Score -2700494 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2701047.000000 Penalty: 3303.564209
	Iteration 2F: 3 clusters Score -2701047 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2701809.750000 Penalty: 3303.564209
	Iteration 3F: 3 clusters Score -2701810 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2702891.750000 Penalty: 3303.564209
	Iteration 4F: 3 clusters Score -2702892 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2704224.000000 Penalty: 3303.564209
	Iteration 5F: 3 clusters Score -2704224 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2705721.000000 Penalty: 3303.564209
	Iteration 6F: 3 clusters Score -2705721 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2707149.250000 Penalty: 3303.564209
	Iteration 7F: 3 clusters Score -2707149 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2708251.250000 Penalty: 3303.564209
	Iteration 8Q: 3 clusters Score -2708251 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2708988.500000 Penalty: 3303.564209
	Iteration 9Q: 3 clusters Score -2708988 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2709462.000000 Penalty: 3303.564209
	Iteration 10Q: 3 clusters Score -2709462 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2709700.250000 Penalty: 3303.564209
	Iteration 11Q: 3 clusters Score -2709700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2709837.250000 Penalty: 3303.564209
	Iteration 12Q: 3 clusters Score -2709837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2709930.250000 Penalty: 3303.564209
	Iteration 13Q: 3 clusters Score -2709930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2709976.250000 Penalty: 3303.564209
	Iteration 14Q: 3 clusters Score -2709976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -2710011.750000 Penalty: 3303.564209
	Iteration 15Q: 3 clusters Score -2710012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2710035.750000 Penalty: 3303.564209
	Iteration 16Q: 3 clusters Score -2710036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2710055.750000 Penalty: 3303.564209
	Iteration 17Q: 3 clusters Score -2710056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2710065.500000 Penalty: 3303.564209
	Iteration 18Q: 3 clusters Score -2710066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2710078.250000 Penalty: 3303.564209
	Iteration 19Q: 3 clusters Score -2710078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2710087.000000 Penalty: 3303.564209
	Iteration 20F: 3 clusters Score -2710087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2710093.750000 Penalty: 3303.564209
	Iteration 21Q: 3 clusters Score -2710094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2710096.250000 Penalty: 3303.564209
	Iteration 22Q: 3 clusters Score -2710096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2710096.500000 Penalty: 3303.564209
	Iteration 23Q: 3 clusters Score -2710096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2710096.500000 Penalty: 3303.564209
	Iteration 24F: 3 clusters Score -2710096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Entering Unmasked Estep 
Score: -5762521.500000 Penalty: 1774.441772
	Iteration 0F: 2 clusters Score -5762522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5725562.500000 Penalty: 3548.883545
	Iteration 0F: 3 clusters Score -5725562 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5740261.500000 Penalty: 3548.883545
	Iteration 1F: 3 clusters Score -5740262 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5740798.000000 Penalty: 3548.883545
	Iteration 2Q: 3 clusters Score -5740798 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5741352.500000 Penalty: 3548.883545
	Iteration 3Q: 3 clusters Score -5741352 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5742026.000000 Penalty: 3548.883545
	Iteration 4Q: 3 clusters Score -5742026 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5742935.500000 Penalty: 3548.883545
	Iteration 5Q: 3 clusters Score -5742936 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5744135.000000 Penalty: 3548.883545
	Iteration 6Q: 3 clusters Score -5744135 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -5745750.500000 Penalty: 3548.883545
	Iteration 7F: 3 clusters Score -5745750 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5747571.000000 Penalty: 3548.883545
	Iteration 8F: 3 clusters Score -5747571 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5749383.500000 Penalty: 3548.883545
	Iteration 9F: 3 clusters Score -5749384 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5751123.500000 Penalty: 3548.883545
	Iteration 10F: 3 clusters Score -5751124 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -5752811.000000 Penalty: 3548.883545
	Iteration 11Q: 3 clusters Score -5752811 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -5754581.500000 Penalty: 3548.883545
	Iteration 12Q: 3 clusters Score -5754582 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5756261.000000 Penalty: 3548.883545
	Iteration 13Q: 3 clusters Score -5756261 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -5757717.500000 Penalty: 3548.883545
	Iteration 14Q: 3 clusters Score -5757718 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -5758851.500000 Penalty: 3548.883545
	Iteration 15Q: 3 clusters Score -5758852 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -5759675.500000 Penalty: 3548.883545
	Iteration 16Q: 3 clusters Score -5759676 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -5760185.000000 Penalty: 3548.883545
	Iteration 17Q: 3 clusters Score -5760185 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -5760474.000000 Penalty: 3548.883545
	Iteration 18Q: 3 clusters Score -5760474 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -5760665.000000 Penalty: 3548.883545
	Iteration 19Q: 3 clusters Score -5760665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -5760793.000000 Penalty: 3548.883545
	Iteration 20F: 3 clusters Score -5760793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -5760852.500000 Penalty: 3548.883545
	Iteration 21Q: 3 clusters Score -5760852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -5760878.500000 Penalty: 3548.883545
	Iteration 22Q: 3 clusters Score -5760878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -5760909.000000 Penalty: 3548.883545
	Iteration 23Q: 3 clusters Score -5760909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -5760917.000000 Penalty: 3548.883545
	Iteration 24Q: 3 clusters Score -5760917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -5760928.500000 Penalty: 3548.883545
	Iteration 25Q: 3 clusters Score -5760928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -5760939.000000 Penalty: 3548.883545
	Iteration 26Q: 3 clusters Score -5760939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -5760945.000000 Penalty: 3548.883545
	Iteration 27Q: 3 clusters Score -5760945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -5760949.000000 Penalty: 3548.883545
	Iteration 28Q: 3 clusters Score -5760949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -5760945.000000 Penalty: 3548.883545
	Iteration 29Q: 3 clusters Score -5760945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -5760952.500000 Penalty: 3548.883545
	Iteration 30Q: 3 clusters Score -5760952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -5760948.500000 Penalty: 3548.883545
	Iteration 31Q: 3 clusters Score -5760948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -5760947.500000 Penalty: 3548.883545
	Iteration 32Q: 3 clusters Score -5760948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -5760954.000000 Penalty: 3548.883545
	Iteration 33Q: 3 clusters Score -5760954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -5760955.500000 Penalty: 3548.883545
	Iteration 34Q: 3 clusters Score -5760956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -5760955.500000 Penalty: 3548.883545
	Iteration 35F: 3 clusters Score -5760956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Entering Unmasked Estep 
Score: -1419922.125000 Penalty: 1544.614624
	Iteration 0F: 2 clusters Score -1419922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1410477.250000 Penalty: 3089.229248
	Iteration 0F: 3 clusters Score -1410477 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1413694.375000 Penalty: 3089.229248
	Iteration 1F: 3 clusters Score -1413694 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1413963.375000 Penalty: 3089.229248
	Iteration 2F: 3 clusters Score -1413963 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1414200.125000 Penalty: 3089.229248
	Iteration 3Q: 3 clusters Score -1414200 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1414431.750000 Penalty: 3089.229248
	Iteration 4Q: 3 clusters Score -1414432 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1414655.750000 Penalty: 3089.229248
	Iteration 5Q: 3 clusters Score -1414656 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1414894.375000 Penalty: 3089.229248
	Iteration 6Q: 3 clusters Score -1414894 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1415213.250000 Penalty: 3089.229248
	Iteration 7Q: 3 clusters Score -1415213 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1415583.125000 Penalty: 3089.229248
	Iteration 8Q: 3 clusters Score -1415583 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1415982.625000 Penalty: 3089.229248
	Iteration 9Q: 3 clusters Score -1415983 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1416388.375000 Penalty: 3089.229248
	Iteration 10Q: 3 clusters Score -1416388 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1416746.750000 Penalty: 3089.229248
	Iteration 11Q: 3 clusters Score -1416747 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1417000.750000 Penalty: 3089.229248
	Iteration 12Q: 3 clusters Score -1417001 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1417147.875000 Penalty: 3089.229248
	Iteration 13Q: 3 clusters Score -1417148 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1417246.750000 Penalty: 3089.229248
	Iteration 14Q: 3 clusters Score -1417247 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1417328.750000 Penalty: 3089.229248
	Iteration 15Q: 3 clusters Score -1417329 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1417411.000000 Penalty: 3089.229248
	Iteration 16Q: 3 clusters Score -1417411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1417468.500000 Penalty: 3089.229248
	Iteration 17Q: 3 clusters Score -1417468 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1417534.625000 Penalty: 3089.229248
	Iteration 18Q: 3 clusters Score -1417535 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1417601.250000 Penalty: 3089.229248
	Iteration 19Q: 3 clusters Score -1417601 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1417670.000000 Penalty: 3089.229248
	Iteration 20F: 3 clusters Score -1417670 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1417735.375000 Penalty: 3089.229248
	Iteration 21Q: 3 clusters Score -1417735 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1417817.750000 Penalty: 3089.229248
	Iteration 22Q: 3 clusters Score -1417818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1417903.625000 Penalty: 3089.229248
	Iteration 23Q: 3 clusters Score -1417904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1418005.250000 Penalty: 3089.229248
	Iteration 24Q: 3 clusters Score -1418005 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1418109.750000 Penalty: 3089.229248
	Iteration 25Q: 3 clusters Score -1418110 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1418202.250000 Penalty: 3089.229248
	Iteration 26Q: 3 clusters Score -1418202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1418303.500000 Penalty: 3089.229248
	Iteration 27Q: 3 clusters Score -1418304 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1418400.250000 Penalty: 3089.229248
	Iteration 28Q: 3 clusters Score -1418400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1418499.625000 Penalty: 3089.229248
	Iteration 29Q: 3 clusters Score -1418500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1418590.375000 Penalty: 3089.229248
	Iteration 30Q: 3 clusters Score -1418590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1418669.750000 Penalty: 3089.229248
	Iteration 31Q: 3 clusters Score -1418670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1418726.000000 Penalty: 3089.229248
	Iteration 32Q: 3 clusters Score -1418726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1418786.500000 Penalty: 3089.229248
	Iteration 33Q: 3 clusters Score -1418786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1418816.125000 Penalty: 3089.229248
	Iteration 34Q: 3 clusters Score -1418816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1418843.375000 Penalty: 3089.229248
	Iteration 35Q: 3 clusters Score -1418843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1418860.750000 Penalty: 3089.229248
	Iteration 36Q: 3 clusters Score -1418861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1418885.375000 Penalty: 3089.229248
	Iteration 37Q: 3 clusters Score -1418885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1418902.000000 Penalty: 3089.229248
	Iteration 38Q: 3 clusters Score -1418902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1418913.625000 Penalty: 3089.229248
	Iteration 39Q: 3 clusters Score -1418914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1418917.500000 Penalty: 3089.229248
	Iteration 40F: 3 clusters Score -1418918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1418921.375000 Penalty: 3089.229248
	Iteration 41Q: 3 clusters Score -1418921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1418925.750000 Penalty: 3089.229248
	Iteration 42Q: 3 clusters Score -1418926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1418928.500000 Penalty: 3089.229248
	Iteration 43Q: 3 clusters Score -1418928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1418935.750000 Penalty: 3089.229248
	Iteration 44Q: 3 clusters Score -1418936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1418935.750000 Penalty: 3089.229248
	Iteration 45Q: 3 clusters Score -1418936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1418945.000000 Penalty: 3089.229248
	Iteration 46Q: 3 clusters Score -1418945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1418949.625000 Penalty: 3089.229248
	Iteration 47Q: 3 clusters Score -1418950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1418955.250000 Penalty: 3089.229248
	Iteration 48Q: 3 clusters Score -1418955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1418961.375000 Penalty: 3089.229248
	Iteration 49Q: 3 clusters Score -1418961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1418966.250000 Penalty: 3089.229248
	Iteration 50Q: 3 clusters Score -1418966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1418970.500000 Penalty: 3089.229248
	Iteration 51Q: 3 clusters Score -1418970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1418976.125000 Penalty: 3089.229248
	Iteration 52Q: 3 clusters Score -1418976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1418977.750000 Penalty: 3089.229248
	Iteration 53Q: 3 clusters Score -1418978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1418973.250000 Penalty: 3089.229248
	Iteration 54Q: 3 clusters Score -1418973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1418972.750000 Penalty: 3089.229248
	Iteration 55Q: 3 clusters Score -1418973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1418982.500000 Penalty: 3089.229248
	Iteration 56Q: 3 clusters Score -1418982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1418985.875000 Penalty: 3089.229248
	Iteration 57Q: 3 clusters Score -1418986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1418985.000000 Penalty: 3089.229248
	Iteration 58Q: 3 clusters Score -1418985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1418986.125000 Penalty: 3089.229248
	Iteration 59Q: 3 clusters Score -1418986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1418986.125000 Penalty: 3089.229248
	Iteration 60F: 3 clusters Score -1418986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -1380902.250000 Penalty: 1541.117065
	Iteration 0F: 2 clusters Score -1380902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1371738.875000 Penalty: 3082.234131
	Iteration 0F: 3 clusters Score -1371739 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1374795.000000 Penalty: 3082.234131
	Iteration 1F: 3 clusters Score -1374795 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1375050.750000 Penalty: 3082.234131
	Iteration 2F: 3 clusters Score -1375051 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1375283.625000 Penalty: 3082.234131
	Iteration 3Q: 3 clusters Score -1375284 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1375517.875000 Penalty: 3082.234131
	Iteration 4Q: 3 clusters Score -1375518 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1375802.500000 Penalty: 3082.234131
	Iteration 5Q: 3 clusters Score -1375802 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1376102.375000 Penalty: 3082.234131
	Iteration 6Q: 3 clusters Score -1376102 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1376441.250000 Penalty: 3082.234131
	Iteration 7Q: 3 clusters Score -1376441 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1376941.250000 Penalty: 3082.234131
	Iteration 8F: 3 clusters Score -1376941 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1377495.250000 Penalty: 3082.234131
	Iteration 9F: 3 clusters Score -1377495 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1378030.000000 Penalty: 3082.234131
	Iteration 10F: 3 clusters Score -1378030 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1378500.750000 Penalty: 3082.234131
	Iteration 11Q: 3 clusters Score -1378501 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1378884.875000 Penalty: 3082.234131
	Iteration 12Q: 3 clusters Score -1378885 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1379157.500000 Penalty: 3082.234131
	Iteration 13Q: 3 clusters Score -1379158 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1379336.125000 Penalty: 3082.234131
	Iteration 14Q: 3 clusters Score -1379336 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1379443.375000 Penalty: 3082.234131
	Iteration 15Q: 3 clusters Score -1379443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1379525.875000 Penalty: 3082.234131
	Iteration 16Q: 3 clusters Score -1379526 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1379605.125000 Penalty: 3082.234131
	Iteration 17Q: 3 clusters Score -1379605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1379652.125000 Penalty: 3082.234131
	Iteration 18Q: 3 clusters Score -1379652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1379686.625000 Penalty: 3082.234131
	Iteration 19Q: 3 clusters Score -1379687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1379706.750000 Penalty: 3082.234131
	Iteration 20F: 3 clusters Score -1379707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1379727.625000 Penalty: 3082.234131
	Iteration 21Q: 3 clusters Score -1379728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1379743.500000 Penalty: 3082.234131
	Iteration 22Q: 3 clusters Score -1379744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1379753.375000 Penalty: 3082.234131
	Iteration 23Q: 3 clusters Score -1379753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1379760.000000 Penalty: 3082.234131
	Iteration 24Q: 3 clusters Score -1379760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1379769.500000 Penalty: 3082.234131
	Iteration 25Q: 3 clusters Score -1379770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1379775.750000 Penalty: 3082.234131
	Iteration 26Q: 3 clusters Score -1379776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1379776.625000 Penalty: 3082.234131
	Iteration 27Q: 3 clusters Score -1379777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1379780.750000 Penalty: 3082.234131
	Iteration 28Q: 3 clusters Score -1379781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1379782.750000 Penalty: 3082.234131
	Iteration 29Q: 3 clusters Score -1379783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1379784.875000 Penalty: 3082.234131
	Iteration 30Q: 3 clusters Score -1379785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1379792.375000 Penalty: 3082.234131
	Iteration 31Q: 3 clusters Score -1379792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1379796.750000 Penalty: 3082.234131
	Iteration 32Q: 3 clusters Score -1379797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1379800.125000 Penalty: 3082.234131
	Iteration 33Q: 3 clusters Score -1379800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1379806.000000 Penalty: 3082.234131
	Iteration 34Q: 3 clusters Score -1379806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1379807.000000 Penalty: 3082.234131
	Iteration 35Q: 3 clusters Score -1379807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1379809.750000 Penalty: 3082.234131
	Iteration 36Q: 3 clusters Score -1379810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1379813.250000 Penalty: 3082.234131
	Iteration 37Q: 3 clusters Score -1379813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1379815.000000 Penalty: 3082.234131
	Iteration 38Q: 3 clusters Score -1379815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1379813.250000 Penalty: 3082.234131
	Iteration 39Q: 3 clusters Score -1379813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1379813.250000 Penalty: 3082.234131
	Iteration 40F: 3 clusters Score -1379813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -284533.906250 Penalty: 1292.585571
	Iteration 0F: 2 clusters Score -284533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -281883.093750 Penalty: 2585.171143
	Iteration 0F: 3 clusters Score -281883.1 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -282543.031250 Penalty: 2585.171143
	Iteration 1F: 3 clusters Score -282543 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282738.437500 Penalty: 2585.171143
	Iteration 2F: 3 clusters Score -282738.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -282901.906250 Penalty: 2585.171143
	Iteration 3F: 3 clusters Score -282901.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -283025.468750 Penalty: 2585.171143
	Iteration 4F: 3 clusters Score -283025.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -283122.343750 Penalty: 2585.171143
	Iteration 5Q: 3 clusters Score -283122.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -283190.687500 Penalty: 2585.171143
	Iteration 6Q: 3 clusters Score -283190.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -283235.343750 Penalty: 2585.171143
	Iteration 7Q: 3 clusters Score -283235.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -283269.906250 Penalty: 2585.171143
	Iteration 8Q: 3 clusters Score -283269.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -283299.156250 Penalty: 2585.171143
	Iteration 9Q: 3 clusters Score -283299.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -283333.281250 Penalty: 2585.171143
	Iteration 10Q: 3 clusters Score -283333.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -283359.062500 Penalty: 2585.171143
	Iteration 11Q: 3 clusters Score -283359.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -283384.531250 Penalty: 2585.171143
	Iteration 12Q: 3 clusters Score -283384.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -283402.656250 Penalty: 2585.171143
	Iteration 13Q: 3 clusters Score -283402.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -283425.812500 Penalty: 2585.171143
	Iteration 14Q: 3 clusters Score -283425.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -283443.750000 Penalty: 2585.171143
	Iteration 15Q: 3 clusters Score -283443.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -283460.656250 Penalty: 2585.171143
	Iteration 16Q: 3 clusters Score -283460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -283474.312500 Penalty: 2585.171143
	Iteration 17Q: 3 clusters Score -283474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -283485.312500 Penalty: 2585.171143
	Iteration 18Q: 3 clusters Score -283485.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -283492.312500 Penalty: 2585.171143
	Iteration 19Q: 3 clusters Score -283492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -283498.000000 Penalty: 2585.171143
	Iteration 20F: 3 clusters Score -283498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -283503.156250 Penalty: 2585.171143
	Iteration 21Q: 3 clusters Score -283503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -283511.468750 Penalty: 2585.171143
	Iteration 22Q: 3 clusters Score -283511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -283518.531250 Penalty: 2585.171143
	Iteration 23Q: 3 clusters Score -283518.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -283527.250000 Penalty: 2585.171143
	Iteration 24Q: 3 clusters Score -283527.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -283534.937500 Penalty: 2585.171143
	Iteration 25Q: 3 clusters Score -283534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283540.031250 Penalty: 2585.171143
	Iteration 26Q: 3 clusters Score -283540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -283544.125000 Penalty: 2585.171143
	Iteration 27Q: 3 clusters Score -283544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -283546.312500 Penalty: 2585.171143
	Iteration 28Q: 3 clusters Score -283546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -283547.375000 Penalty: 2585.171143
	Iteration 29Q: 3 clusters Score -283547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -283548.281250 Penalty: 2585.171143
	Iteration 30Q: 3 clusters Score -283548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -283548.562500 Penalty: 2585.171143
	Iteration 31Q: 3 clusters Score -283548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -283549.000000 Penalty: 2585.171143
	Iteration 32Q: 3 clusters Score -283549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -283549.000000 Penalty: 2585.171143
	Iteration 33F: 3 clusters Score -283549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -494567.093750 Penalty: 1379.763062
	Iteration 0F: 2 clusters Score -494567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -490714.437500 Penalty: 2759.526123
	Iteration 0F: 3 clusters Score -490714.4 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -491916.375000 Penalty: 2759.526123
	Iteration 1F: 3 clusters Score -491916.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -492371.187500 Penalty: 2759.526123
	Iteration 2F: 3 clusters Score -492371.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -492810.156250 Penalty: 2759.526123
	Iteration 3F: 3 clusters Score -492810.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -493242.875000 Penalty: 2759.526123
	Iteration 4F: 3 clusters Score -493242.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -493559.843750 Penalty: 2759.526123
	Iteration 5F: 3 clusters Score -493559.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -493759.375000 Penalty: 2759.526123
	Iteration 6F: 3 clusters Score -493759.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -493875.500000 Penalty: 2759.526123
	Iteration 7Q: 3 clusters Score -493875.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -493946.625000 Penalty: 2759.526123
	Iteration 8Q: 3 clusters Score -493946.6 nChanged 73
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: -493987.343750 Penalty: 2759.526123
	Iteration 9Q: 3 clusters Score -493987.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -494009.468750 Penalty: 2759.526123
	Iteration 10Q: 3 clusters Score -494009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -494024.281250 Penalty: 2759.526123
	Iteration 11Q: 3 clusters Score -494024.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -494033.031250 Penalty: 2759.526123
	Iteration 12Q: 3 clusters Score -494033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -494039.468750 Penalty: 2759.526123
	Iteration 13Q: 3 clusters Score -494039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -494045.906250 Penalty: 2759.526123
	Iteration 14Q: 3 clusters Score -494045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -494053.093750 Penalty: 2759.526123
	Iteration 15Q: 3 clusters Score -494053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -494056.750000 Penalty: 2759.526123
	Iteration 16Q: 3 clusters Score -494056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -494061.468750 Penalty: 2759.526123
	Iteration 17Q: 3 clusters Score -494061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -494064.593750 Penalty: 2759.526123
	Iteration 18Q: 3 clusters Score -494064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -494064.875000 Penalty: 2759.526123
	Iteration 19Q: 3 clusters Score -494064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -494068.062500 Penalty: 2759.526123
	Iteration 20F: 3 clusters Score -494068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -494068.843750 Penalty: 2759.526123
	Iteration 21Q: 3 clusters Score -494068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -494069.500000 Penalty: 2759.526123
	Iteration 22Q: 3 clusters Score -494069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -494069.125000 Penalty: 2759.526123
	Iteration 23Q: 3 clusters Score -494069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -494069.562500 Penalty: 2759.526123
	Iteration 24Q: 3 clusters Score -494069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -494071.562500 Penalty: 2759.526123
	Iteration 25Q: 3 clusters Score -494071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -494072.500000 Penalty: 2759.526123
	Iteration 26Q: 3 clusters Score -494072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -494072.500000 Penalty: 2759.526123
	Iteration 27F: 3 clusters Score -494072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -472427.187500 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -472427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -468525.031250 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -468525 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -469766.656250 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -469766.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -470148.343750 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -470148.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -470459.875000 Penalty: 2756.441406
	Iteration 3F: 3 clusters Score -470459.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -470706.875000 Penalty: 2756.441406
	Iteration 4F: 3 clusters Score -470706.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -470901.093750 Penalty: 2756.441406
	Iteration 5Q: 3 clusters Score -470901.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -471082.593750 Penalty: 2756.441406
	Iteration 6Q: 3 clusters Score -471082.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -471195.781250 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -471195.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -471281.093750 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -471281.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -471364.937500 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -471364.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -471420.750000 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -471420.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -471459.687500 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -471459.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -471490.875000 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -471490.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -471509.593750 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -471509.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -471529.343750 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -471529.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -471548.843750 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -471548.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471561.562500 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -471561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -471567.218750 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -471567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -471573.812500 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -471573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471580.062500 Penalty: 2756.441406
	Iteration 19Q: 3 clusters Score -471580.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -471586.531250 Penalty: 2756.441406
	Iteration 20F: 3 clusters Score -471586.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -471594.562500 Penalty: 2756.441406
	Iteration 21Q: 3 clusters Score -471594.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -471599.625000 Penalty: 2756.441406
	Iteration 22Q: 3 clusters Score -471599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -471603.093750 Penalty: 2756.441406
	Iteration 23Q: 3 clusters Score -471603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -471608.093750 Penalty: 2756.441406
	Iteration 24Q: 3 clusters Score -471608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -471613.906250 Penalty: 2756.441406
	Iteration 25Q: 3 clusters Score -471613.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -471617.468750 Penalty: 2756.441406
	Iteration 26Q: 3 clusters Score -471617.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -471620.750000 Penalty: 2756.441406
	Iteration 27Q: 3 clusters Score -471620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -471624.687500 Penalty: 2756.441406
	Iteration 28Q: 3 clusters Score -471624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -471626.281250 Penalty: 2756.441406
	Iteration 29Q: 3 clusters Score -471626.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -471628.281250 Penalty: 2756.441406
	Iteration 30Q: 3 clusters Score -471628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -471631.156250 Penalty: 2756.441406
	Iteration 31Q: 3 clusters Score -471631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -471632.906250 Penalty: 2756.441406
	Iteration 32Q: 3 clusters Score -471632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -471634.750000 Penalty: 2756.441406
	Iteration 33Q: 3 clusters Score -471634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -471636.062500 Penalty: 2756.441406
	Iteration 34Q: 3 clusters Score -471636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -471637.687500 Penalty: 2756.441406
	Iteration 35Q: 3 clusters Score -471637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -471640.375000 Penalty: 2756.441406
	Iteration 36Q: 3 clusters Score -471640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -471641.093750 Penalty: 2756.441406
	Iteration 37Q: 3 clusters Score -471641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -471642.906250 Penalty: 2756.441406
	Iteration 38Q: 3 clusters Score -471642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -471643.500000 Penalty: 2756.441406
	Iteration 39Q: 3 clusters Score -471643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -471643.343750 Penalty: 2756.441406
	Iteration 40F: 3 clusters Score -471643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Entering Unmasked Estep 
Score: -7299392.000000 Penalty: 1806.824341
	Iteration 0F: 2 clusters Score -7299392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7254206.000000 Penalty: 3613.648682
	Iteration 0F: 3 clusters Score -7254206 nChanged 32091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7272408.500000 Penalty: 3613.648682
	Iteration 1F: 3 clusters Score -7272408 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7273009.500000 Penalty: 3613.648682
	Iteration 2Q: 3 clusters Score -7273010 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -7273716.000000 Penalty: 3613.648682
	Iteration 3Q: 3 clusters Score -7273716 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7274750.000000 Penalty: 3613.648682
	Iteration 4Q: 3 clusters Score -7274750 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7276068.500000 Penalty: 3613.648682
	Iteration 5Q: 3 clusters Score -7276068 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -7278200.500000 Penalty: 3613.648682
	Iteration 6F: 3 clusters Score -7278200 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -7281313.500000 Penalty: 3613.648682
	Iteration 7F: 3 clusters Score -7281314 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -7285458.500000 Penalty: 3613.648682
	Iteration 8F: 3 clusters Score -7285458 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -7289949.000000 Penalty: 3613.648682
	Iteration 9F: 3 clusters Score -7289949 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -7293577.000000 Penalty: 3613.648682
	Iteration 10F: 3 clusters Score -7293577 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -7295907.000000 Penalty: 3613.648682
	Iteration 11Q: 3 clusters Score -7295907 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -7297071.500000 Penalty: 3613.648682
	Iteration 12Q: 3 clusters Score -7297072 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7297605.000000 Penalty: 3613.648682
	Iteration 13Q: 3 clusters Score -7297605 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -7297870.000000 Penalty: 3613.648682
	Iteration 14Q: 3 clusters Score -7297870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -7298022.500000 Penalty: 3613.648682
	Iteration 15Q: 3 clusters Score -7298022 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -7298082.000000 Penalty: 3613.648682
	Iteration 16Q: 3 clusters Score -7298082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -7298138.000000 Penalty: 3613.648682
	Iteration 17Q: 3 clusters Score -7298138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -7298159.500000 Penalty: 3613.648682
	Iteration 18Q: 3 clusters Score -7298160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -7298186.500000 Penalty: 3613.648682
	Iteration 19Q: 3 clusters Score -7298186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -7298204.500000 Penalty: 3613.648682
	Iteration 20F: 3 clusters Score -7298204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -7298220.000000 Penalty: 3613.648682
	Iteration 21Q: 3 clusters Score -7298220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -7298229.000000 Penalty: 3613.648682
	Iteration 22Q: 3 clusters Score -7298229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -7298242.500000 Penalty: 3613.648682
	Iteration 23Q: 3 clusters Score -7298242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -7298244.000000 Penalty: 3613.648682
	Iteration 24Q: 3 clusters Score -7298244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -7298240.500000 Penalty: 3613.648682
	Iteration 25Q: 3 clusters Score -7298240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -7298238.500000 Penalty: 3613.648682
	Iteration 26Q: 3 clusters Score -7298238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -7298244.500000 Penalty: 3613.648682
	Iteration 27Q: 3 clusters Score -7298244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -7298241.500000 Penalty: 3613.648682
	Iteration 28Q: 3 clusters Score -7298242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -7298245.500000 Penalty: 3613.648682
	Iteration 29Q: 3 clusters Score -7298246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -7298252.500000 Penalty: 3613.648682
	Iteration 30Q: 3 clusters Score -7298252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -7298252.500000 Penalty: 3613.648682
	Iteration 31Q: 3 clusters Score -7298252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -7298253.000000 Penalty: 3613.648682
	Iteration 32Q: 3 clusters Score -7298253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -7298252.500000 Penalty: 3613.648682
	Iteration 33Q: 3 clusters Score -7298252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -7298253.500000 Penalty: 3613.648682
	Iteration 34Q: 3 clusters Score -7298254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -7298255.000000 Penalty: 3613.648682
	Iteration 35Q: 3 clusters Score -7298255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7298255.000000 Penalty: 3613.648682
	Iteration 36Q: 3 clusters Score -7298255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -7298253.000000 Penalty: 3613.648682
	Iteration 37Q: 3 clusters Score -7298253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -7298253.000000 Penalty: 3613.648682
	Iteration 38F: 3 clusters Score -7298253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -8480.750977 Penalty: 757.808899
	Iteration 0F: 2 clusters Score -8480.751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7918.319336 Penalty: 1515.617798
	Iteration 0F: 3 clusters Score -7918.319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7957.035156 Penalty: 1515.617798
	Iteration 1F: 3 clusters Score -7957.035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7965.159668 Penalty: 1515.617798
	Iteration 2Q: 3 clusters Score -7965.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7965.159668 Penalty: 1515.617798
	Iteration 3F: 3 clusters Score -7965.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Entering Unmasked Estep 
Score: -18012800.000000 Penalty: 1955.482910
	Iteration 0F: 2 clusters Score -1.80128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -17904300.000000 Penalty: 3910.965820
	Iteration 0F: 3 clusters Score -1.79043e+07 nChanged 81482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -17954146.000000 Penalty: 3910.965820
	Iteration 1F: 3 clusters Score -1.795415e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -17957112.000000 Penalty: 3910.965820
	Iteration 2Q: 3 clusters Score -1.795711e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -17962060.000000 Penalty: 3910.965820
	Iteration 3Q: 3 clusters Score -1.796206e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -17969480.000000 Penalty: 3910.965820
	Iteration 4F: 3 clusters Score -1.796948e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -17980012.000000 Penalty: 3910.965820
	Iteration 5F: 3 clusters Score -1.798001e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -17991830.000000 Penalty: 3910.965820
	Iteration 6F: 3 clusters Score -1.799183e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -18000014.000000 Penalty: 3910.965820
	Iteration 7F: 3 clusters Score -1.800001e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -18003142.000000 Penalty: 3910.965820
	Iteration 8Q: 3 clusters Score -1.800314e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -18004094.000000 Penalty: 3910.965820
	Iteration 9Q: 3 clusters Score -1.800409e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -18004580.000000 Penalty: 3910.965820
	Iteration 10Q: 3 clusters Score -1.800458e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -18005098.000000 Penalty: 3910.965820
	Iteration 11Q: 3 clusters Score -1.80051e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -18005446.000000 Penalty: 3910.965820
	Iteration 12Q: 3 clusters Score -1.800545e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -18005830.000000 Penalty: 3910.965820
	Iteration 13Q: 3 clusters Score -1.800583e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -18006180.000000 Penalty: 3910.965820
	Iteration 14Q: 3 clusters Score -1.800618e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -18006422.000000 Penalty: 3910.965820
	Iteration 15Q: 3 clusters Score -1.800642e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -18006836.000000 Penalty: 3910.965820
	Iteration 16Q: 3 clusters Score -1.800684e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -18007068.000000 Penalty: 3910.965820
	Iteration 17Q: 3 clusters Score -1.800707e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -18007412.000000 Penalty: 3910.965820
	Iteration 18Q: 3 clusters Score -1.800741e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -18007784.000000 Penalty: 3910.965820
	Iteration 19Q: 3 clusters Score -1.800778e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -18008166.000000 Penalty: 3910.965820
	Iteration 20F: 3 clusters Score -1.800817e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -18008362.000000 Penalty: 3910.965820
	Iteration 21Q: 3 clusters Score -1.800836e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -18008686.000000 Penalty: 3910.965820
	Iteration 22Q: 3 clusters Score -1.800869e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -18008940.000000 Penalty: 3910.965820
	Iteration 23Q: 3 clusters Score -1.800894e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -18009116.000000 Penalty: 3910.965820
	Iteration 24Q: 3 clusters Score -1.800912e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -18009326.000000 Penalty: 3910.965820
	Iteration 25Q: 3 clusters Score -1.800933e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -18009512.000000 Penalty: 3910.965820
	Iteration 26Q: 3 clusters Score -1.800951e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -18009654.000000 Penalty: 3910.965820
	Iteration 27Q: 3 clusters Score -1.800965e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -18009916.000000 Penalty: 3910.965820
	Iteration 28Q: 3 clusters Score -1.800992e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -18010142.000000 Penalty: 3910.965820
	Iteration 29Q: 3 clusters Score -1.801014e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -18010410.000000 Penalty: 3910.965820
	Iteration 30Q: 3 clusters Score -1.801041e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -18010596.000000 Penalty: 3910.965820
	Iteration 31Q: 3 clusters Score -1.80106e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128113 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -18010916.000000 Penalty: 3910.965820
	Iteration 32Q: 3 clusters Score -1.801092e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129413 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -18011072.000000 Penalty: 3910.965820
	Iteration 33Q: 3 clusters Score -1.801107e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130658 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -18011356.000000 Penalty: 3910.965820
	Iteration 34Q: 3 clusters Score -1.801136e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -18011438.000000 Penalty: 3910.965820
	Iteration 35Q: 3 clusters Score -1.801144e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133033 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -18011600.000000 Penalty: 3910.965820
	Iteration 36Q: 3 clusters Score -1.80116e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -18011798.000000 Penalty: 3910.965820
	Iteration 37Q: 3 clusters Score -1.80118e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135298 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -18012014.000000 Penalty: 3910.965820
	Iteration 38Q: 3 clusters Score -1.801201e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -18012152.000000 Penalty: 3910.965820
	Iteration 39Q: 3 clusters Score -1.801215e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -18012398.000000 Penalty: 3910.965820
	Iteration 40F: 3 clusters Score -1.80124e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138475 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -18012580.000000 Penalty: 3910.965820
	Iteration 41Q: 3 clusters Score -1.801258e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139471 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -18012648.000000 Penalty: 3910.965820
	Iteration 42Q: 3 clusters Score -1.801265e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -18012724.000000 Penalty: 3910.965820
	Iteration 43Q: 3 clusters Score -1.801272e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -18012848.000000 Penalty: 3910.965820
	Iteration 44Q: 3 clusters Score -1.801285e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -18012914.000000 Penalty: 3910.965820
	Iteration 45Q: 3 clusters Score -1.801291e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -18013002.000000 Penalty: 3910.965820
	Iteration 46Q: 3 clusters Score -1.8013e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -18013162.000000 Penalty: 3910.965820
	Iteration 47Q: 3 clusters Score -1.801316e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -18013322.000000 Penalty: 3910.965820
	Iteration 48Q: 3 clusters Score -1.801332e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -18013378.000000 Penalty: 3910.965820
	Iteration 49Q: 3 clusters Score -1.801338e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146347 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -18013450.000000 Penalty: 3910.965820
	Iteration 50Q: 3 clusters Score -1.801345e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147152 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -18013598.000000 Penalty: 3910.965820
	Iteration 51Q: 3 clusters Score -1.80136e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -18013682.000000 Penalty: 3910.965820
	Iteration 52Q: 3 clusters Score -1.801368e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -18013732.000000 Penalty: 3910.965820
	Iteration 53Q: 3 clusters Score -1.801373e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -18013894.000000 Penalty: 3910.965820
	Iteration 54Q: 3 clusters Score -1.801389e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -18013932.000000 Penalty: 3910.965820
	Iteration 55Q: 3 clusters Score -1.801393e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -18014018.000000 Penalty: 3910.965820
	Iteration 56Q: 3 clusters Score -1.801402e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -18013986.000000 Penalty: 3910.965820
	Iteration 57Q: 3 clusters Score -1.801399e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -18013982.000000 Penalty: 3910.965820
	Iteration 58Q: 3 clusters Score -1.801398e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -18013986.000000 Penalty: 3910.965820
	Iteration 59Q: 3 clusters Score -1.801399e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -18014016.000000 Penalty: 3910.965820
	Iteration 60F: 3 clusters Score -1.801402e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -18014024.000000 Penalty: 3910.965820
	Iteration 61Q: 3 clusters Score -1.801402e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -18013974.000000 Penalty: 3910.965820
	Iteration 62Q: 3 clusters Score -1.801397e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155436 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -18013994.000000 Penalty: 3910.965820
	Iteration 63Q: 3 clusters Score -1.801399e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -18014002.000000 Penalty: 3910.965820
	Iteration 64Q: 3 clusters Score -1.8014e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -18014006.000000 Penalty: 3910.965820
	Iteration 65Q: 3 clusters Score -1.801401e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157140 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -18013968.000000 Penalty: 3910.965820
	Iteration 66Q: 3 clusters Score -1.801397e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -18013900.000000 Penalty: 3910.965820
	Iteration 67Q: 3 clusters Score -1.80139e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -18013780.000000 Penalty: 3910.965820
	Iteration 68Q: 3 clusters Score -1.801378e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -18013812.000000 Penalty: 3910.965820
	Iteration 69Q: 3 clusters Score -1.801381e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -18013754.000000 Penalty: 3910.965820
	Iteration 70Q: 3 clusters Score -1.801375e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -18013656.000000 Penalty: 3910.965820
	Iteration 71Q: 3 clusters Score -1.801366e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -18013600.000000 Penalty: 3910.965820
	Iteration 72Q: 3 clusters Score -1.80136e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160141 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -18013550.000000 Penalty: 3910.965820
	Iteration 73Q: 3 clusters Score -1.801355e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -18013506.000000 Penalty: 3910.965820
	Iteration 74Q: 3 clusters Score -1.801351e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160840 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -18013508.000000 Penalty: 3910.965820
	Iteration 75Q: 3 clusters Score -1.801351e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161175 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -18013484.000000 Penalty: 3910.965820
	Iteration 76Q: 3 clusters Score -1.801348e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161518 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -18013440.000000 Penalty: 3910.965820
	Iteration 77Q: 3 clusters Score -1.801344e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -18013352.000000 Penalty: 3910.965820
	Iteration 78Q: 3 clusters Score -1.801335e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -18013296.000000 Penalty: 3910.965820
	Iteration 79Q: 3 clusters Score -1.80133e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -18013314.000000 Penalty: 3910.965820
	Iteration 80F: 3 clusters Score -1.801331e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162676 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -18013230.000000 Penalty: 3910.965820
	Iteration 81Q: 3 clusters Score -1.801323e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -18013138.000000 Penalty: 3910.965820
	Iteration 82Q: 3 clusters Score -1.801314e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -18013022.000000 Penalty: 3910.965820
	Iteration 83Q: 3 clusters Score -1.801302e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -18012980.000000 Penalty: 3910.965820
	Iteration 84Q: 3 clusters Score -1.801298e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -18012984.000000 Penalty: 3910.965820
	Iteration 85Q: 3 clusters Score -1.801298e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -18012930.000000 Penalty: 3910.965820
	Iteration 86Q: 3 clusters Score -1.801293e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164009 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -18012888.000000 Penalty: 3910.965820
	Iteration 87Q: 3 clusters Score -1.801289e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -18012880.000000 Penalty: 3910.965820
	Iteration 88Q: 3 clusters Score -1.801288e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164414 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -18012828.000000 Penalty: 3910.965820
	Iteration 89Q: 3 clusters Score -1.801283e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164574 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -18012786.000000 Penalty: 3910.965820
	Iteration 90Q: 3 clusters Score -1.801279e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164717 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -18012790.000000 Penalty: 3910.965820
	Iteration 91Q: 3 clusters Score -1.801279e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -18012796.000000 Penalty: 3910.965820
	Iteration 92Q: 3 clusters Score -1.80128e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18012726.000000 Penalty: 3910.965820
	Iteration 93Q: 3 clusters Score -1.801273e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -18012646.000000 Penalty: 3910.965820
	Iteration 94Q: 3 clusters Score -1.801265e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165212 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -18012630.000000 Penalty: 3910.965820
	Iteration 95Q: 3 clusters Score -1.801263e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -18012604.000000 Penalty: 3910.965820
	Iteration 96Q: 3 clusters Score -1.80126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -18012558.000000 Penalty: 3910.965820
	Iteration 97Q: 3 clusters Score -1.801256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -18012508.000000 Penalty: 3910.965820
	Iteration 98Q: 3 clusters Score -1.801251e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -18012516.000000 Penalty: 3910.965820
	Iteration 99Q: 3 clusters Score -1.801252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -18012500.000000 Penalty: 3910.965820
	Iteration 100F: 3 clusters Score -1.80125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18012480.000000 Penalty: 3910.965820
	Iteration 101Q: 3 clusters Score -1.801248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18012462.000000 Penalty: 3910.965820
	Iteration 102Q: 3 clusters Score -1.801246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -18012448.000000 Penalty: 3910.965820
	Iteration 103Q: 3 clusters Score -1.801245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -18012428.000000 Penalty: 3910.965820
	Iteration 104Q: 3 clusters Score -1.801243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -18012394.000000 Penalty: 3910.965820
	Iteration 105Q: 3 clusters Score -1.801239e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -18012392.000000 Penalty: 3910.965820
	Iteration 106Q: 3 clusters Score -1.801239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165985 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -18012386.000000 Penalty: 3910.965820
	Iteration 107Q: 3 clusters Score -1.801239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -18012388.000000 Penalty: 3910.965820
	Iteration 108Q: 3 clusters Score -1.801239e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -18012420.000000 Penalty: 3910.965820
	Iteration 109Q: 3 clusters Score -1.801242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166113 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -18012404.000000 Penalty: 3910.965820
	Iteration 110Q: 3 clusters Score -1.80124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18012384.000000 Penalty: 3910.965820
	Iteration 111Q: 3 clusters Score -1.801238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -18012360.000000 Penalty: 3910.965820
	Iteration 112Q: 3 clusters Score -1.801236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18012356.000000 Penalty: 3910.965820
	Iteration 113Q: 3 clusters Score -1.801236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -18012350.000000 Penalty: 3910.965820
	Iteration 114Q: 3 clusters Score -1.801235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18012328.000000 Penalty: 3910.965820
	Iteration 115Q: 3 clusters Score -1.801233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -18012310.000000 Penalty: 3910.965820
	Iteration 116Q: 3 clusters Score -1.801231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -18012286.000000 Penalty: 3910.965820
	Iteration 117Q: 3 clusters Score -1.801229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -18012300.000000 Penalty: 3910.965820
	Iteration 118Q: 3 clusters Score -1.80123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18012306.000000 Penalty: 3910.965820
	Iteration 119Q: 3 clusters Score -1.801231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -18012292.000000 Penalty: 3910.965820
	Iteration 120F: 3 clusters Score -1.801229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166461 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -18012282.000000 Penalty: 3910.965820
	Iteration 121Q: 3 clusters Score -1.801228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18012266.000000 Penalty: 3910.965820
	Iteration 122Q: 3 clusters Score -1.801227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18012254.000000 Penalty: 3910.965820
	Iteration 123Q: 3 clusters Score -1.801225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18012256.000000 Penalty: 3910.965820
	Iteration 124Q: 3 clusters Score -1.801226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166555 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -18012250.000000 Penalty: 3910.965820
	Iteration 125Q: 3 clusters Score -1.801225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18012246.000000 Penalty: 3910.965820
	Iteration 126Q: 3 clusters Score -1.801225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18012250.000000 Penalty: 3910.965820
	Iteration 127Q: 3 clusters Score -1.801225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166580 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -18012252.000000 Penalty: 3910.965820
	Iteration 128Q: 3 clusters Score -1.801225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18012258.000000 Penalty: 3910.965820
	Iteration 129Q: 3 clusters Score -1.801226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166596 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18012254.000000 Penalty: 3910.965820
	Iteration 130Q: 3 clusters Score -1.801225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -18012246.000000 Penalty: 3910.965820
	Iteration 131Q: 3 clusters Score -1.801225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166617 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -18012232.000000 Penalty: 3910.965820
	Iteration 132Q: 3 clusters Score -1.801223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166623 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18012244.000000 Penalty: 3910.965820
	Iteration 133Q: 3 clusters Score -1.801224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -18012238.000000 Penalty: 3910.965820
	Iteration 134Q: 3 clusters Score -1.801224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -18012234.000000 Penalty: 3910.965820
	Iteration 135Q: 3 clusters Score -1.801223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -18012218.000000 Penalty: 3910.965820
	Iteration 136Q: 3 clusters Score -1.801222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -18012224.000000 Penalty: 3910.965820
	Iteration 137Q: 3 clusters Score -1.801222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -18012228.000000 Penalty: 3910.965820
	Iteration 138Q: 3 clusters Score -1.801223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -18012234.000000 Penalty: 3910.965820
	Iteration 139Q: 3 clusters Score -1.801223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18012236.000000 Penalty: 3910.965820
	Iteration 140F: 3 clusters Score -1.801224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -18012236.000000 Penalty: 3910.965820
	Iteration 141Q: 3 clusters Score -1.801224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18012234.000000 Penalty: 3910.965820
	Iteration 142Q: 3 clusters Score -1.801223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -18012234.000000 Penalty: 3910.965820
	Iteration 143Q: 3 clusters Score -1.801223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166664 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -18012234.000000 Penalty: 3910.965820
	Iteration 144F: 3 clusters Score -1.801223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -280939.843750 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -280939.8 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 1331 members 
Entering Unmasked Estep 
Score: -278422.406250 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -278422.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -278990.468750 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -278990.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279115.437500 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -279115.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -279204.281250 Penalty: 2567.345459
	Iteration 3Q: 3 clusters Score -279204.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279278.750000 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -279278.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -279327.843750 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -279327.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279368.812500 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -279368.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279417.093750 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -279417.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -279455.531250 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -279455.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -279485.531250 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -279485.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -279508.656250 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -279508.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -279524.781250 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -279524.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -279543.593750 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -279543.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -279564.718750 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -279564.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -279589.843750 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -279589.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -279611.718750 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -279611.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -279632.500000 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -279632.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -279651.625000 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -279651.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -279668.406250 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -279668.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -279686.937500 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -279686.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -279700.906250 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -279700.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -279712.156250 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -279712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -279716.000000 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -279716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -279720.500000 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -279720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -279728.093750 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -279728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -279732.531250 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -279732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -279733.781250 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -279733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -279736.812500 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -279736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -279740.312500 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -279740.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -279744.531250 Penalty: 2567.345459
	Iteration 29Q: 3 clusters Score -279744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -279750.218750 Penalty: 2567.345459
	Iteration 30Q: 3 clusters Score -279750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -279751.187500 Penalty: 2567.345459
	Iteration 31Q: 3 clusters Score -279751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -279755.843750 Penalty: 2567.345459
	Iteration 32Q: 3 clusters Score -279755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -279758.531250 Penalty: 2567.345459
	Iteration 33Q: 3 clusters Score -279758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -279762.312500 Penalty: 2567.345459
	Iteration 34Q: 3 clusters Score -279762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -279768.875000 Penalty: 2567.345459
	Iteration 35Q: 3 clusters Score -279768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -279771.468750 Penalty: 2567.345459
	Iteration 36Q: 3 clusters Score -279771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -279774.218750 Penalty: 2567.345459
	Iteration 37Q: 3 clusters Score -279774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -279778.031250 Penalty: 2567.345459
	Iteration 38Q: 3 clusters Score -279778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -279786.500000 Penalty: 2567.345459
	Iteration 39Q: 3 clusters Score -279786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -279792.656250 Penalty: 2567.345459
	Iteration 40F: 3 clusters Score -279792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -279796.812500 Penalty: 2567.345459
	Iteration 41Q: 3 clusters Score -279796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -279798.687500 Penalty: 2567.345459
	Iteration 42Q: 3 clusters Score -279798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -279803.937500 Penalty: 2567.345459
	Iteration 43Q: 3 clusters Score -279803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -279808.000000 Penalty: 2567.345459
	Iteration 44Q: 3 clusters Score -279808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -279808.843750 Penalty: 2567.345459
	Iteration 45Q: 3 clusters Score -279808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -279809.187500 Penalty: 2567.345459
	Iteration 46Q: 3 clusters Score -279809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -279809.187500 Penalty: 2567.345459
	Iteration 47F: 3 clusters Score -279809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (259056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259056 members 
Entering Unmasked Estep 
Score: -27492690.000000 Penalty: 2025.530029
	Iteration 0F: 2 clusters Score -2.749269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 130045 members 
Entering Unmasked Estep 
Score: -27329964.000000 Penalty: 4051.060059
	Iteration 0F: 3 clusters Score -2.732996e+07 nChanged 126124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -27406578.000000 Penalty: 4051.060059
	Iteration 1F: 3 clusters Score -2.740658e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 144603 members 
Entering Unmasked Estep 
Score: -27409028.000000 Penalty: 4051.060059
	Iteration 2Q: 3 clusters Score -2.740903e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 153969 members 
Entering Unmasked Estep 
Score: -27413270.000000 Penalty: 4051.060059
	Iteration 3Q: 3 clusters Score -2.741327e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -27420912.000000 Penalty: 4051.060059
	Iteration 4F: 3 clusters Score -2.742091e+07 nChanged 19071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -27434318.000000 Penalty: 4051.060059
	Iteration 5F: 3 clusters Score -2.743432e+07 nChanged 20734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 207009 members 
Entering Unmasked Estep 
Score: -27450400.000000 Penalty: 4051.060059
	Iteration 6F: 3 clusters Score -2.74504e+07 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 224937 members 
Entering Unmasked Estep 
Score: -27464948.000000 Penalty: 4051.060059
	Iteration 7F: 3 clusters Score -2.746495e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 237636 members 
Entering Unmasked Estep 
Score: -27475358.000000 Penalty: 4051.060059
	Iteration 8Q: 3 clusters Score -2.747536e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 245832 members 
Entering Unmasked Estep 
Score: -27482086.000000 Penalty: 4051.060059
	Iteration 9Q: 3 clusters Score -2.748209e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 250743 members 
Entering Unmasked Estep 
Score: -27485742.000000 Penalty: 4051.060059
	Iteration 10Q: 3 clusters Score -2.748574e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 253717 members 
Entering Unmasked Estep 
Score: -27487760.000000 Penalty: 4051.060059
	Iteration 11Q: 3 clusters Score -2.748776e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 255449 members 
Entering Unmasked Estep 
Score: -27488892.000000 Penalty: 4051.060059
	Iteration 12Q: 3 clusters Score -2.748889e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 256536 members 
Entering Unmasked Estep 
Score: -27489510.000000 Penalty: 4051.060059
	Iteration 13Q: 3 clusters Score -2.748951e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 257193 members 
Entering Unmasked Estep 
Score: -27489994.000000 Penalty: 4051.060059
	Iteration 14Q: 3 clusters Score -2.748999e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 257585 members 
Entering Unmasked Estep 
Score: -27490266.000000 Penalty: 4051.060059
	Iteration 15Q: 3 clusters Score -2.749027e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 257824 members 
Entering Unmasked Estep 
Score: -27490474.000000 Penalty: 4051.060059
	Iteration 16Q: 3 clusters Score -2.749047e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 257996 members 
Entering Unmasked Estep 
Score: -27490590.000000 Penalty: 4051.060059
	Iteration 17Q: 3 clusters Score -2.749059e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 258087 members 
Entering Unmasked Estep 
Score: -27490648.000000 Penalty: 4051.060059
	Iteration 18Q: 3 clusters Score -2.749065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 258151 members 
Entering Unmasked Estep 
Score: -27490700.000000 Penalty: 4051.060059
	Iteration 19Q: 3 clusters Score -2.74907e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 258199 members 
Entering Unmasked Estep 
Score: -27490738.000000 Penalty: 4051.060059
	Iteration 20F: 3 clusters Score -2.749074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 258226 members 
Entering Unmasked Estep 
Score: -27490746.000000 Penalty: 4051.060059
	Iteration 21Q: 3 clusters Score -2.749075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 258247 members 
Entering Unmasked Estep 
Score: -27490752.000000 Penalty: 4051.060059
	Iteration 22Q: 3 clusters Score -2.749075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 258259 members 
Entering Unmasked Estep 
Score: -27490752.000000 Penalty: 4051.060059
	Iteration 23Q: 3 clusters Score -2.749075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 258276 members 
Entering Unmasked Estep 
Score: -27490758.000000 Penalty: 4051.060059
	Iteration 24Q: 3 clusters Score -2.749076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 258291 members 
Entering Unmasked Estep 
Score: -27490776.000000 Penalty: 4051.060059
	Iteration 25Q: 3 clusters Score -2.749078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 258310 members 
Entering Unmasked Estep 
Score: -27490792.000000 Penalty: 4051.060059
	Iteration 26Q: 3 clusters Score -2.749079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 258320 members 
Entering Unmasked Estep 
Score: -27490796.000000 Penalty: 4051.060059
	Iteration 27Q: 3 clusters Score -2.74908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 258336 members 
Entering Unmasked Estep 
Score: -27490808.000000 Penalty: 4051.060059
	Iteration 28Q: 3 clusters Score -2.749081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 258352 members 
Entering Unmasked Estep 
Score: -27490846.000000 Penalty: 4051.060059
	Iteration 29Q: 3 clusters Score -2.749085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 258364 members 
Entering Unmasked Estep 
Score: -27490858.000000 Penalty: 4051.060059
	Iteration 30Q: 3 clusters Score -2.749086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 258366 members 
Entering Unmasked Estep 
Score: -27490860.000000 Penalty: 4051.060059
	Iteration 31Q: 3 clusters Score -2.749086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 258364 members 
Entering Unmasked Estep 
Score: -27490852.000000 Penalty: 4051.060059
	Iteration 32Q: 3 clusters Score -2.749085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 258362 members 
Entering Unmasked Estep 
Score: -27490852.000000 Penalty: 4051.060059
	Iteration 33Q: 3 clusters Score -2.749085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 258362 members 
Entering Unmasked Estep 
Score: -27490866.000000 Penalty: 4051.060059
	Iteration 34Q: 3 clusters Score -2.749087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 258365 members 
Entering Unmasked Estep 
Score: -27490864.000000 Penalty: 4051.060059
	Iteration 35Q: 3 clusters Score -2.749086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 258366 members 
Entering Unmasked Estep 
Score: -27490876.000000 Penalty: 4051.060059
	Iteration 36Q: 3 clusters Score -2.749088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 258367 members 
Entering Unmasked Estep 
Score: -27490884.000000 Penalty: 4051.060059
	Iteration 37Q: 3 clusters Score -2.749088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 258361 members 
Entering Unmasked Estep 
Score: -27490884.000000 Penalty: 4051.060059
	Iteration 38Q: 3 clusters Score -2.749088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 258361 members 
Entering Unmasked Estep 
Score: -27490886.000000 Penalty: 4051.060059
	Iteration 39Q: 3 clusters Score -2.749089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 258365 members 
Entering Unmasked Estep 
Score: -27490900.000000 Penalty: 4051.060059
	Iteration 40F: 3 clusters Score -2.74909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 258367 members 
Entering Unmasked Estep 
Score: -27490902.000000 Penalty: 4051.060059
	Iteration 41Q: 3 clusters Score -2.74909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 258375 members 
Entering Unmasked Estep 
Score: -27490890.000000 Penalty: 4051.060059
	Iteration 42Q: 3 clusters Score -2.749089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 258389 members 
Entering Unmasked Estep 
Score: -27490930.000000 Penalty: 4051.060059
	Iteration 43Q: 3 clusters Score -2.749093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 258393 members 
Entering Unmasked Estep 
Score: -27490934.000000 Penalty: 4051.060059
	Iteration 44Q: 3 clusters Score -2.749093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 258403 members 
Entering Unmasked Estep 
Score: -27490952.000000 Penalty: 4051.060059
	Iteration 45Q: 3 clusters Score -2.749095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 258408 members 
Entering Unmasked Estep 
Score: -27490980.000000 Penalty: 4051.060059
	Iteration 46Q: 3 clusters Score -2.749098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 258415 members 
Entering Unmasked Estep 
Score: -27490962.000000 Penalty: 4051.060059
	Iteration 47Q: 3 clusters Score -2.749096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 258419 members 
Entering Unmasked Estep 
Score: -27490970.000000 Penalty: 4051.060059
	Iteration 48Q: 3 clusters Score -2.749097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 258424 members 
Entering Unmasked Estep 
Score: -27490980.000000 Penalty: 4051.060059
	Iteration 49Q: 3 clusters Score -2.749098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 258430 members 
Entering Unmasked Estep 
Score: -27490990.000000 Penalty: 4051.060059
	Iteration 50Q: 3 clusters Score -2.749099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 258438 members 
Entering Unmasked Estep 
Score: -27491002.000000 Penalty: 4051.060059
	Iteration 51Q: 3 clusters Score -2.7491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258441 members 
Entering Unmasked Estep 
Score: -27490998.000000 Penalty: 4051.060059
	Iteration 52Q: 3 clusters Score -2.7491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 258443 members 
Entering Unmasked Estep 
Score: -27491002.000000 Penalty: 4051.060059
	Iteration 53Q: 3 clusters Score -2.7491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 258444 members 
Entering Unmasked Estep 
Score: -27491008.000000 Penalty: 4051.060059
	Iteration 54Q: 3 clusters Score -2.749101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258441 members 
Entering Unmasked Estep 
Score: -27491006.000000 Penalty: 4051.060059
	Iteration 55Q: 3 clusters Score -2.749101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258439 members 
Entering Unmasked Estep 
Score: -27491012.000000 Penalty: 4051.060059
	Iteration 56Q: 3 clusters Score -2.749101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 258439 members 
Entering Unmasked Estep 
Score: -27491016.000000 Penalty: 4051.060059
	Iteration 57Q: 3 clusters Score -2.749102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 258443 members 
Entering Unmasked Estep 
Score: -27491016.000000 Penalty: 4051.060059
	Iteration 58Q: 3 clusters Score -2.749102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 258442 members 
Entering Unmasked Estep 
Score: -27491016.000000 Penalty: 4051.060059
	Iteration 59Q: 3 clusters Score -2.749102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 258441 members 
Entering Unmasked Estep 
Score: -27491020.000000 Penalty: 4051.060059
	Iteration 60F: 3 clusters Score -2.749102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 258442 members 
Entering Unmasked Estep 
Score: -27491006.000000 Penalty: 4051.060059
	Iteration 61Q: 3 clusters Score -2.749101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 258445 members 
Entering Unmasked Estep 
Score: -27491040.000000 Penalty: 4051.060059
	Iteration 62Q: 3 clusters Score -2.749104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 258447 members 
Entering Unmasked Estep 
Score: -27491028.000000 Penalty: 4051.060059
	Iteration 63Q: 3 clusters Score -2.749103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 258453 members 
Entering Unmasked Estep 
Score: -27491032.000000 Penalty: 4051.060059
	Iteration 64Q: 3 clusters Score -2.749103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 258455 members 
Entering Unmasked Estep 
Score: -27491016.000000 Penalty: 4051.060059
	Iteration 65Q: 3 clusters Score -2.749102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 258453 members 
Entering Unmasked Estep 
Score: -27491026.000000 Penalty: 4051.060059
	Iteration 66Q: 3 clusters Score -2.749103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 258457 members 
Entering Unmasked Estep 
Score: -27491022.000000 Penalty: 4051.060059
	Iteration 67Q: 3 clusters Score -2.749102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 258464 members 
Entering Unmasked Estep 
Score: -27491042.000000 Penalty: 4051.060059
	Iteration 68Q: 3 clusters Score -2.749104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 258468 members 
Entering Unmasked Estep 
Score: -27491050.000000 Penalty: 4051.060059
	Iteration 69Q: 3 clusters Score -2.749105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 258468 members 
Entering Unmasked Estep 
Score: -27491036.000000 Penalty: 4051.060059
	Iteration 70Q: 3 clusters Score -2.749104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 258472 members 
Entering Unmasked Estep 
Score: -27491070.000000 Penalty: 4051.060059
	Iteration 71Q: 3 clusters Score -2.749107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 258472 members 
Entering Unmasked Estep 
Score: -27491062.000000 Penalty: 4051.060059
	Iteration 72Q: 3 clusters Score -2.749106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 258474 members 
Entering Unmasked Estep 
Score: -27491070.000000 Penalty: 4051.060059
	Iteration 73Q: 3 clusters Score -2.749107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 258471 members 
Entering Unmasked Estep 
Score: -27491066.000000 Penalty: 4051.060059
	Iteration 74Q: 3 clusters Score -2.749107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -27491058.000000 Penalty: 4051.060059
	Iteration 75Q: 3 clusters Score -2.749106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -27491064.000000 Penalty: 4051.060059
	Iteration 76Q: 3 clusters Score -2.749106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 258470 members 
Entering Unmasked Estep 
Score: -27491064.000000 Penalty: 4051.060059
	Iteration 77F: 3 clusters Score -2.749106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Entering Unmasked Estep 
Score: -17635624.000000 Penalty: 1952.250000
	Iteration 0F: 2 clusters Score -1.763562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -17529000.000000 Penalty: 3904.500000
	Iteration 0F: 3 clusters Score -1.7529e+07 nChanged 79900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -17578384.000000 Penalty: 3904.500000
	Iteration 1F: 3 clusters Score -1.757838e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -17582162.000000 Penalty: 3904.500000
	Iteration 2F: 3 clusters Score -1.758216e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -17587984.000000 Penalty: 3904.500000
	Iteration 3F: 3 clusters Score -1.758798e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -17597010.000000 Penalty: 3904.500000
	Iteration 4F: 3 clusters Score -1.759701e+07 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 120965 members 
Entering Unmasked Estep 
Score: -17608690.000000 Penalty: 3904.500000
	Iteration 5F: 3 clusters Score -1.760869e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 129358 members 
Entering Unmasked Estep 
Score: -17620442.000000 Penalty: 3904.500000
	Iteration 6F: 3 clusters Score -1.762044e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 134119 members 
Entering Unmasked Estep 
Score: -17627550.000000 Penalty: 3904.500000
	Iteration 7Q: 3 clusters Score -1.762755e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 136636 members 
Entering Unmasked Estep 
Score: -17630158.000000 Penalty: 3904.500000
	Iteration 8Q: 3 clusters Score -1.763016e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -17631370.000000 Penalty: 3904.500000
	Iteration 9Q: 3 clusters Score -1.763137e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -17632048.000000 Penalty: 3904.500000
	Iteration 10Q: 3 clusters Score -1.763205e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -17632578.000000 Penalty: 3904.500000
	Iteration 11Q: 3 clusters Score -1.763258e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -17633148.000000 Penalty: 3904.500000
	Iteration 12Q: 3 clusters Score -1.763315e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -17633492.000000 Penalty: 3904.500000
	Iteration 13Q: 3 clusters Score -1.763349e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -17633818.000000 Penalty: 3904.500000
	Iteration 14Q: 3 clusters Score -1.763382e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -17634180.000000 Penalty: 3904.500000
	Iteration 15Q: 3 clusters Score -1.763418e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -17634436.000000 Penalty: 3904.500000
	Iteration 16Q: 3 clusters Score -1.763444e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 150500 members 
Entering Unmasked Estep 
Score: -17634608.000000 Penalty: 3904.500000
	Iteration 17Q: 3 clusters Score -1.763461e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -17634772.000000 Penalty: 3904.500000
	Iteration 18Q: 3 clusters Score -1.763477e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -17634894.000000 Penalty: 3904.500000
	Iteration 19Q: 3 clusters Score -1.763489e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -17634980.000000 Penalty: 3904.500000
	Iteration 20F: 3 clusters Score -1.763498e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -17634886.000000 Penalty: 3904.500000
	Iteration 21Q: 3 clusters Score -1.763489e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -17634954.000000 Penalty: 3904.500000
	Iteration 22Q: 3 clusters Score -1.763495e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -17634954.000000 Penalty: 3904.500000
	Iteration 23Q: 3 clusters Score -1.763495e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 157442 members 
Entering Unmasked Estep 
Score: -17634902.000000 Penalty: 3904.500000
	Iteration 24Q: 3 clusters Score -1.76349e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -17634944.000000 Penalty: 3904.500000
	Iteration 25Q: 3 clusters Score -1.763494e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 158854 members 
Entering Unmasked Estep 
Score: -17634890.000000 Penalty: 3904.500000
	Iteration 26Q: 3 clusters Score -1.763489e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -17634870.000000 Penalty: 3904.500000
	Iteration 27Q: 3 clusters Score -1.763487e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -17634860.000000 Penalty: 3904.500000
	Iteration 28Q: 3 clusters Score -1.763486e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -17634784.000000 Penalty: 3904.500000
	Iteration 29Q: 3 clusters Score -1.763478e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -17634782.000000 Penalty: 3904.500000
	Iteration 30Q: 3 clusters Score -1.763478e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -17634766.000000 Penalty: 3904.500000
	Iteration 31Q: 3 clusters Score -1.763477e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 161524 members 
Entering Unmasked Estep 
Score: -17634748.000000 Penalty: 3904.500000
	Iteration 32Q: 3 clusters Score -1.763475e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -17634690.000000 Penalty: 3904.500000
	Iteration 33Q: 3 clusters Score -1.763469e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -17634690.000000 Penalty: 3904.500000
	Iteration 34Q: 3 clusters Score -1.763469e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -17634650.000000 Penalty: 3904.500000
	Iteration 35Q: 3 clusters Score -1.763465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 162400 members 
Entering Unmasked Estep 
Score: -17634638.000000 Penalty: 3904.500000
	Iteration 36Q: 3 clusters Score -1.763464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -17634624.000000 Penalty: 3904.500000
	Iteration 37Q: 3 clusters Score -1.763462e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 162688 members 
Entering Unmasked Estep 
Score: -17634630.000000 Penalty: 3904.500000
	Iteration 38Q: 3 clusters Score -1.763463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 162801 members 
Entering Unmasked Estep 
Score: -17634640.000000 Penalty: 3904.500000
	Iteration 39Q: 3 clusters Score -1.763464e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -17634634.000000 Penalty: 3904.500000
	Iteration 40F: 3 clusters Score -1.763463e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -17634624.000000 Penalty: 3904.500000
	Iteration 41Q: 3 clusters Score -1.763462e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -17634596.000000 Penalty: 3904.500000
	Iteration 42Q: 3 clusters Score -1.76346e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -17634572.000000 Penalty: 3904.500000
	Iteration 43Q: 3 clusters Score -1.763457e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 163263 members 
Entering Unmasked Estep 
Score: -17634564.000000 Penalty: 3904.500000
	Iteration 44Q: 3 clusters Score -1.763456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -17634558.000000 Penalty: 3904.500000
	Iteration 45Q: 3 clusters Score -1.763456e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -17634538.000000 Penalty: 3904.500000
	Iteration 46Q: 3 clusters Score -1.763454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -17634546.000000 Penalty: 3904.500000
	Iteration 47Q: 3 clusters Score -1.763455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -17634558.000000 Penalty: 3904.500000
	Iteration 48Q: 3 clusters Score -1.763456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -17634546.000000 Penalty: 3904.500000
	Iteration 49Q: 3 clusters Score -1.763455e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -17634546.000000 Penalty: 3904.500000
	Iteration 50Q: 3 clusters Score -1.763455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -17634554.000000 Penalty: 3904.500000
	Iteration 51Q: 3 clusters Score -1.763455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 163540 members 
Entering Unmasked Estep 
Score: -17634554.000000 Penalty: 3904.500000
	Iteration 52Q: 3 clusters Score -1.763455e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 163559 members 
Entering Unmasked Estep 
Score: -17634548.000000 Penalty: 3904.500000
	Iteration 53Q: 3 clusters Score -1.763455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 163578 members 
Entering Unmasked Estep 
Score: -17634558.000000 Penalty: 3904.500000
	Iteration 54Q: 3 clusters Score -1.763456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -17634572.000000 Penalty: 3904.500000
	Iteration 55Q: 3 clusters Score -1.763457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -17634556.000000 Penalty: 3904.500000
	Iteration 56Q: 3 clusters Score -1.763456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -17634542.000000 Penalty: 3904.500000
	Iteration 57Q: 3 clusters Score -1.763454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 163631 members 
Entering Unmasked Estep 
Score: -17634552.000000 Penalty: 3904.500000
	Iteration 58Q: 3 clusters Score -1.763455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -17634558.000000 Penalty: 3904.500000
	Iteration 59Q: 3 clusters Score -1.763456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 163640 members 
Entering Unmasked Estep 
Score: -17634556.000000 Penalty: 3904.500000
	Iteration 60F: 3 clusters Score -1.763456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -17634562.000000 Penalty: 3904.500000
	Iteration 61Q: 3 clusters Score -1.763456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -17634552.000000 Penalty: 3904.500000
	Iteration 62Q: 3 clusters Score -1.763455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -17634552.000000 Penalty: 3904.500000
	Iteration 63F: 3 clusters Score -1.763455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 55251 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 13145 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 11 contains 4870 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 67435 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168340 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 259056 members 
Mstep: Class 19 contains 165024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472096.000000 Penalty: 37579.566406
Iteration 119Q: 18 clusters Score -8.44721e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25972 members 
Mstep: Class 6 contains 55244 members 
Mstep: Class 7 contains 13434 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 67445 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168371 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 259071 members 
Mstep: Class 19 contains 165031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472160.000000 Penalty: 37579.566406
Iteration 120F: 18 clusters Score -8.447216e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 55250 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 67457 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 168373 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 259103 members 
Mstep: Class 19 contains 165047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472328.000000 Penalty: 37579.566406
Iteration 121Q: 18 clusters Score -8.447233e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14805 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 55253 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 13141 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 67470 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 168390 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 259118 members 
Mstep: Class 19 contains 165059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472352.000000 Penalty: 37579.566406
Iteration 122Q: 18 clusters Score -8.447235e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14754 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 25975 members 
Mstep: Class 6 contains 55261 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 67477 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168397 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 259129 members 
Mstep: Class 19 contains 165075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472424.000000 Penalty: 37579.566406
Iteration 123Q: 18 clusters Score -8.447242e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 25974 members 
Mstep: Class 6 contains 55264 members 
Mstep: Class 7 contains 13433 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 67479 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168405 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 259161 members 
Mstep: Class 19 contains 165107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472568.000000 Penalty: 37579.566406
Iteration 124Q: 18 clusters Score -8.447257e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 25976 members 
Mstep: Class 6 contains 55266 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 13139 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 67487 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168395 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 259216 members 
Mstep: Class 19 contains 165105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472624.000000 Penalty: 37579.566406
Iteration 125Q: 18 clusters Score -8.447262e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14558 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 25983 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 13431 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 11 contains 4887 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 67503 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168355 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 259297 members 
Mstep: Class 19 contains 165091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472736.000000 Penalty: 37579.566406
Iteration 126Q: 18 clusters Score -8.447274e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 13137 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 11 contains 4887 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 67506 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168323 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 259411 members 
Mstep: Class 19 contains 165061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472800.000000 Penalty: 37579.566406
Iteration 127Q: 18 clusters Score -8.44728e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14426 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 25995 members 
Mstep: Class 6 contains 55272 members 
Mstep: Class 7 contains 13435 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 67523 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168285 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 259499 members 
Mstep: Class 19 contains 165057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472712.000000 Penalty: 37579.566406
Iteration 128Q: 18 clusters Score -8.447271e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26002 members 
Mstep: Class 6 contains 55282 members 
Mstep: Class 7 contains 13435 members 
Mstep: Class 8 contains 13137 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 67543 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168233 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 259613 members 
Mstep: Class 19 contains 165050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472816.000000 Penalty: 37579.566406
Iteration 129Q: 18 clusters Score -8.447282e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 55287 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 13136 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 67543 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168176 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 259725 members 
Mstep: Class 19 contains 165043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472880.000000 Penalty: 37579.566406
Iteration 130Q: 18 clusters Score -8.447288e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14178 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26010 members 
Mstep: Class 6 contains 55291 members 
Mstep: Class 7 contains 13435 members 
Mstep: Class 8 contains 13135 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 67551 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 168082 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 259891 members 
Mstep: Class 19 contains 165047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473032.000000 Penalty: 37579.566406
Iteration 131Q: 18 clusters Score -8.447303e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26019 members 
Mstep: Class 6 contains 55297 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 13131 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 67546 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 167989 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 260053 members 
Mstep: Class 19 contains 165043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473048.000000 Penalty: 37579.566406
Iteration 132Q: 18 clusters Score -8.447305e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26022 members 
Mstep: Class 6 contains 55299 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 13131 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 67546 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 167927 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 260184 members 
Mstep: Class 19 contains 165042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473272.000000 Penalty: 37579.566406
Iteration 133Q: 18 clusters Score -8.447327e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26023 members 
Mstep: Class 6 contains 55298 members 
Mstep: Class 7 contains 13439 members 
Mstep: Class 8 contains 13133 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 67539 members 
Mstep: Class 14 contains 106 members 
Mstep: Class 15 contains 167884 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 260288 members 
Mstep: Class 19 contains 165035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473320.000000 Penalty: 37579.566406
Iteration 134Q: 18 clusters Score -8.447332e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13914 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 55295 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 13133 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 67527 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167873 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 260364 members 
Mstep: Class 19 contains 165035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473304.000000 Penalty: 37579.566406
Iteration 135Q: 18 clusters Score -8.44733e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 55299 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 13134 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 67514 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167855 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 260445 members 
Mstep: Class 19 contains 165023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473336.000000 Penalty: 37579.566406
Iteration 136Q: 18 clusters Score -8.447334e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 55300 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 13132 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 67496 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167838 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 260501 members 
Mstep: Class 19 contains 165017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473416.000000 Penalty: 37579.566406
Iteration 137Q: 18 clusters Score -8.447342e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 55308 members 
Mstep: Class 7 contains 13439 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 67470 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167810 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 260592 members 
Mstep: Class 19 contains 165003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473352.000000 Penalty: 37579.566406
Iteration 138Q: 18 clusters Score -8.447335e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26047 members 
Mstep: Class 6 contains 55314 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 13127 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 67445 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167781 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 260725 members 
Mstep: Class 19 contains 164960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473464.000000 Penalty: 37579.566406
Iteration 139Q: 18 clusters Score -8.447346e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13700 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 55319 members 
Mstep: Class 7 contains 13441 members 
Mstep: Class 8 contains 13125 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 67415 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167734 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 260890 members 
Mstep: Class 19 contains 164932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473528.000000 Penalty: 37579.566406
Iteration 140F: 18 clusters Score -8.447353e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13654 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26051 members 
Mstep: Class 6 contains 55330 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 67385 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167685 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 261006 members 
Mstep: Class 19 contains 164926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473600.000000 Penalty: 37579.566406
Iteration 141Q: 18 clusters Score -8.44736e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13612 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26051 members 
Mstep: Class 6 contains 55337 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 13129 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 67368 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167642 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 261097 members 
Mstep: Class 19 contains 164926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473544.000000 Penalty: 37579.566406
Iteration 142Q: 18 clusters Score -8.447354e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13577 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26048 members 
Mstep: Class 6 contains 55340 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 67355 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167620 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 261172 members 
Mstep: Class 19 contains 164922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473624.000000 Penalty: 37579.566406
Iteration 143Q: 18 clusters Score -8.447362e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 55345 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 13127 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 67354 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167594 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 261231 members 
Mstep: Class 19 contains 164919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473664.000000 Penalty: 37579.566406
Iteration 144Q: 18 clusters Score -8.447366e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26050 members 
Mstep: Class 6 contains 55346 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 67346 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167567 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 261276 members 
Mstep: Class 19 contains 164936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473680.000000 Penalty: 37579.566406
Iteration 145Q: 18 clusters Score -8.447368e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26060 members 
Mstep: Class 6 contains 55351 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 67333 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167542 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 261331 members 
Mstep: Class 19 contains 164944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473720.000000 Penalty: 37579.566406
Iteration 146Q: 18 clusters Score -8.447372e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13428 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26063 members 
Mstep: Class 6 contains 55357 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 67321 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167514 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 261428 members 
Mstep: Class 19 contains 164923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473832.000000 Penalty: 37579.566406
Iteration 147Q: 18 clusters Score -8.447383e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13384 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26067 members 
Mstep: Class 6 contains 55356 members 
Mstep: Class 7 contains 13444 members 
Mstep: Class 8 contains 13125 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167483 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261528 members 
Mstep: Class 19 contains 164905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473944.000000 Penalty: 37579.566406
Iteration 148Q: 18 clusters Score -8.447394e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13334 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 6 contains 55357 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 67305 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167475 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261606 members 
Mstep: Class 19 contains 164892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474024.000000 Penalty: 37579.566406
Iteration 149Q: 18 clusters Score -8.447402e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26072 members 
Mstep: Class 6 contains 55355 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 67296 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167482 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261674 members 
Mstep: Class 19 contains 164880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473968.000000 Penalty: 37579.566406
Iteration 150Q: 18 clusters Score -8.447397e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13214 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26079 members 
Mstep: Class 6 contains 55372 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 13120 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 67279 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167474 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261757 members 
Mstep: Class 19 contains 164858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474064.000000 Penalty: 37579.566406
Iteration 151Q: 18 clusters Score -8.447406e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26088 members 
Mstep: Class 6 contains 55380 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 67258 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167481 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261838 members 
Mstep: Class 19 contains 164842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474176.000000 Penalty: 37579.566406
Iteration 152Q: 18 clusters Score -8.447418e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 13074 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26093 members 
Mstep: Class 6 contains 55384 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 13118 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 67238 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167484 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 261927 members 
Mstep: Class 19 contains 164828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474288.000000 Penalty: 37579.566406
Iteration 153Q: 18 clusters Score -8.447429e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12991 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26094 members 
Mstep: Class 6 contains 55396 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 13117 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4817 members 
Mstep: Class 13 contains 67217 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167494 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 262044 members 
Mstep: Class 19 contains 164794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474496.000000 Penalty: 37579.566406
Iteration 154Q: 18 clusters Score -8.44745e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26095 members 
Mstep: Class 6 contains 55401 members 
Mstep: Class 7 contains 13447 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 67197 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167470 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 262207 members 
Mstep: Class 19 contains 164759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474456.000000 Penalty: 37579.566406
Iteration 155Q: 18 clusters Score -8.447446e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12800 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26102 members 
Mstep: Class 6 contains 55401 members 
Mstep: Class 7 contains 13449 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 67190 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167423 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 262371 members 
Mstep: Class 19 contains 164742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474584.000000 Penalty: 37579.566406
Iteration 156Q: 18 clusters Score -8.447458e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26104 members 
Mstep: Class 6 contains 55404 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 13116 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 67176 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167389 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 262546 members 
Mstep: Class 19 contains 164733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474768.000000 Penalty: 37579.566406
Iteration 157Q: 18 clusters Score -8.447477e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12553 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26110 members 
Mstep: Class 6 contains 55411 members 
Mstep: Class 7 contains 13446 members 
Mstep: Class 8 contains 13118 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 67165 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167364 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 262712 members 
Mstep: Class 19 contains 164707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474792.000000 Penalty: 37579.566406
Iteration 158Q: 18 clusters Score -8.447479e+07 nChanged 698
Entering ConstructFrom: 
Score: -84474792.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1106553.375000 Penalty: 1506.286865
	Iteration 0F: 2 clusters Score -1106553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1098988.875000 Penalty: 3012.573730
	Iteration 0F: 3 clusters Score -1098989 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1101431.625000 Penalty: 3012.573730
	Iteration 1F: 3 clusters Score -1101432 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1101677.750000 Penalty: 3012.573730
	Iteration 2F: 3 clusters Score -1101678 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1101851.500000 Penalty: 3012.573730
	Iteration 3Q: 3 clusters Score -1101852 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1101985.750000 Penalty: 3012.573730
	Iteration 4Q: 3 clusters Score -1101986 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1102122.875000 Penalty: 3012.573730
	Iteration 5Q: 3 clusters Score -1102123 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1102252.000000 Penalty: 3012.573730
	Iteration 6Q: 3 clusters Score -1102252 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1102377.000000 Penalty: 3012.573730
	Iteration 7Q: 3 clusters Score -1102377 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1102530.000000 Penalty: 3012.573730
	Iteration 8Q: 3 clusters Score -1102530 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1102706.375000 Penalty: 3012.573730
	Iteration 9Q: 3 clusters Score -1102706 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1102852.125000 Penalty: 3012.573730
	Iteration 10Q: 3 clusters Score -1102852 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1102992.375000 Penalty: 3012.573730
	Iteration 11Q: 3 clusters Score -1102992 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1103153.375000 Penalty: 3012.573730
	Iteration 12Q: 3 clusters Score -1103153 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1103356.750000 Penalty: 3012.573730
	Iteration 13Q: 3 clusters Score -1103357 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1103560.500000 Penalty: 3012.573730
	Iteration 14Q: 3 clusters Score -1103560 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1103749.875000 Penalty: 3012.573730
	Iteration 15Q: 3 clusters Score -1103750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1103910.500000 Penalty: 3012.573730
	Iteration 16Q: 3 clusters Score -1103910 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1104058.625000 Penalty: 3012.573730
	Iteration 17Q: 3 clusters Score -1104059 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1104177.000000 Penalty: 3012.573730
	Iteration 18Q: 3 clusters Score -1104177 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1104266.375000 Penalty: 3012.573730
	Iteration 19Q: 3 clusters Score -1104266 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1104340.250000 Penalty: 3012.573730
	Iteration 20F: 3 clusters Score -1104340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1104410.875000 Penalty: 3012.573730
	Iteration 21Q: 3 clusters Score -1104411 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1104477.000000 Penalty: 3012.573730
	Iteration 22Q: 3 clusters Score -1104477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1104542.875000 Penalty: 3012.573730
	Iteration 23Q: 3 clusters Score -1104543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1104601.375000 Penalty: 3012.573730
	Iteration 24Q: 3 clusters Score -1104601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1104659.875000 Penalty: 3012.573730
	Iteration 25Q: 3 clusters Score -1104660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1104720.375000 Penalty: 3012.573730
	Iteration 26Q: 3 clusters Score -1104720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1104774.375000 Penalty: 3012.573730
	Iteration 27Q: 3 clusters Score -1104774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1104821.000000 Penalty: 3012.573730
	Iteration 28Q: 3 clusters Score -1104821 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1104860.750000 Penalty: 3012.573730
	Iteration 29Q: 3 clusters Score -1104861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1104885.125000 Penalty: 3012.573730
	Iteration 30Q: 3 clusters Score -1104885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1104930.000000 Penalty: 3012.573730
	Iteration 31Q: 3 clusters Score -1104930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1104962.375000 Penalty: 3012.573730
	Iteration 32Q: 3 clusters Score -1104962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1104996.750000 Penalty: 3012.573730
	Iteration 33Q: 3 clusters Score -1104997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1105033.500000 Penalty: 3012.573730
	Iteration 34Q: 3 clusters Score -1105034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1105073.375000 Penalty: 3012.573730
	Iteration 35Q: 3 clusters Score -1105073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1105095.625000 Penalty: 3012.573730
	Iteration 36Q: 3 clusters Score -1105096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1105123.750000 Penalty: 3012.573730
	Iteration 37Q: 3 clusters Score -1105124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1105146.000000 Penalty: 3012.573730
	Iteration 38Q: 3 clusters Score -1105146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1105159.000000 Penalty: 3012.573730
	Iteration 39Q: 3 clusters Score -1105159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1105181.375000 Penalty: 3012.573730
	Iteration 40F: 3 clusters Score -1105181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1105198.750000 Penalty: 3012.573730
	Iteration 41Q: 3 clusters Score -1105199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1105210.375000 Penalty: 3012.573730
	Iteration 42Q: 3 clusters Score -1105210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1105213.875000 Penalty: 3012.573730
	Iteration 43Q: 3 clusters Score -1105214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1105221.500000 Penalty: 3012.573730
	Iteration 44Q: 3 clusters Score -1105222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1105228.750000 Penalty: 3012.573730
	Iteration 45Q: 3 clusters Score -1105229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1105236.875000 Penalty: 3012.573730
	Iteration 46Q: 3 clusters Score -1105237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1105242.625000 Penalty: 3012.573730
	Iteration 47Q: 3 clusters Score -1105243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1105247.375000 Penalty: 3012.573730
	Iteration 48Q: 3 clusters Score -1105247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1105257.625000 Penalty: 3012.573730
	Iteration 49Q: 3 clusters Score -1105258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1105268.500000 Penalty: 3012.573730
	Iteration 50Q: 3 clusters Score -1105268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1105280.375000 Penalty: 3012.573730
	Iteration 51Q: 3 clusters Score -1105280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1105284.250000 Penalty: 3012.573730
	Iteration 52Q: 3 clusters Score -1105284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1105285.750000 Penalty: 3012.573730
	Iteration 53Q: 3 clusters Score -1105286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1105286.375000 Penalty: 3012.573730
	Iteration 54Q: 3 clusters Score -1105286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1105287.375000 Penalty: 3012.573730
	Iteration 55Q: 3 clusters Score -1105287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1105291.000000 Penalty: 3012.573730
	Iteration 56Q: 3 clusters Score -1105291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1105290.375000 Penalty: 3012.573730
	Iteration 57Q: 3 clusters Score -1105290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1105290.375000 Penalty: 3012.573730
	Iteration 58F: 3 clusters Score -1105290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -9551.695312 Penalty: 754.713562
	Iteration 0F: 2 clusters Score -9551.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8973.060547 Penalty: 1509.427124
	Iteration 0F: 3 clusters Score -8973.061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9023.130859 Penalty: 1509.427124
	Iteration 1F: 3 clusters Score -9023.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9034.015625 Penalty: 1509.427124
	Iteration 2Q: 3 clusters Score -9034.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9034.015625 Penalty: 1509.427124
	Iteration 3F: 3 clusters Score -9034.016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Entering Unmasked Estep 
Score: -1351032.875000 Penalty: 1531.779907
	Iteration 0F: 2 clusters Score -1351033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1342434.375000 Penalty: 3063.559814
	Iteration 0F: 3 clusters Score -1342434 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1345516.750000 Penalty: 3063.559814
	Iteration 1F: 3 clusters Score -1345517 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1346204.625000 Penalty: 3063.559814
	Iteration 2F: 3 clusters Score -1346205 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1346978.500000 Penalty: 3063.559814
	Iteration 3F: 3 clusters Score -1346978 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1347737.000000 Penalty: 3063.559814
	Iteration 4F: 3 clusters Score -1347737 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1348374.125000 Penalty: 3063.559814
	Iteration 5F: 3 clusters Score -1348374 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1348803.750000 Penalty: 3063.559814
	Iteration 6F: 3 clusters Score -1348804 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1349046.875000 Penalty: 3063.559814
	Iteration 7Q: 3 clusters Score -1349047 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1349207.625000 Penalty: 3063.559814
	Iteration 8Q: 3 clusters Score -1349208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1349297.875000 Penalty: 3063.559814
	Iteration 9Q: 3 clusters Score -1349298 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1349359.625000 Penalty: 3063.559814
	Iteration 10Q: 3 clusters Score -1349360 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1349411.750000 Penalty: 3063.559814
	Iteration 11Q: 3 clusters Score -1349412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1349445.000000 Penalty: 3063.559814
	Iteration 12Q: 3 clusters Score -1349445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1349470.500000 Penalty: 3063.559814
	Iteration 13Q: 3 clusters Score -1349470 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1349495.500000 Penalty: 3063.559814
	Iteration 14Q: 3 clusters Score -1349496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1349519.750000 Penalty: 3063.559814
	Iteration 15Q: 3 clusters Score -1349520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1349546.875000 Penalty: 3063.559814
	Iteration 16Q: 3 clusters Score -1349547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1349566.750000 Penalty: 3063.559814
	Iteration 17Q: 3 clusters Score -1349567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1349582.250000 Penalty: 3063.559814
	Iteration 18Q: 3 clusters Score -1349582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1349587.750000 Penalty: 3063.559814
	Iteration 19Q: 3 clusters Score -1349588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1349597.250000 Penalty: 3063.559814
	Iteration 20F: 3 clusters Score -1349597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1349607.375000 Penalty: 3063.559814
	Iteration 21Q: 3 clusters Score -1349607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1349616.000000 Penalty: 3063.559814
	Iteration 22Q: 3 clusters Score -1349616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1349638.375000 Penalty: 3063.559814
	Iteration 23Q: 3 clusters Score -1349638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1349645.875000 Penalty: 3063.559814
	Iteration 24Q: 3 clusters Score -1349646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1349665.250000 Penalty: 3063.559814
	Iteration 25Q: 3 clusters Score -1349665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1349678.875000 Penalty: 3063.559814
	Iteration 26Q: 3 clusters Score -1349679 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1349692.500000 Penalty: 3063.559814
	Iteration 27Q: 3 clusters Score -1349692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1349699.000000 Penalty: 3063.559814
	Iteration 28Q: 3 clusters Score -1349699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1349704.125000 Penalty: 3063.559814
	Iteration 29Q: 3 clusters Score -1349704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1349712.625000 Penalty: 3063.559814
	Iteration 30Q: 3 clusters Score -1349713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1349724.375000 Penalty: 3063.559814
	Iteration 31Q: 3 clusters Score -1349724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1349730.125000 Penalty: 3063.559814
	Iteration 32Q: 3 clusters Score -1349730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1349746.250000 Penalty: 3063.559814
	Iteration 33Q: 3 clusters Score -1349746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1349766.625000 Penalty: 3063.559814
	Iteration 34Q: 3 clusters Score -1349767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1349776.125000 Penalty: 3063.559814
	Iteration 35Q: 3 clusters Score -1349776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1349787.250000 Penalty: 3063.559814
	Iteration 36Q: 3 clusters Score -1349787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1349794.875000 Penalty: 3063.559814
	Iteration 37Q: 3 clusters Score -1349795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1349800.000000 Penalty: 3063.559814
	Iteration 38Q: 3 clusters Score -1349800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1349804.125000 Penalty: 3063.559814
	Iteration 39Q: 3 clusters Score -1349804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1349811.000000 Penalty: 3063.559814
	Iteration 40F: 3 clusters Score -1349811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1349824.000000 Penalty: 3063.559814
	Iteration 41Q: 3 clusters Score -1349824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1349832.125000 Penalty: 3063.559814
	Iteration 42Q: 3 clusters Score -1349832 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1349845.625000 Penalty: 3063.559814
	Iteration 43Q: 3 clusters Score -1349846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1349859.500000 Penalty: 3063.559814
	Iteration 44Q: 3 clusters Score -1349860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1349869.875000 Penalty: 3063.559814
	Iteration 45Q: 3 clusters Score -1349870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1349874.750000 Penalty: 3063.559814
	Iteration 46Q: 3 clusters Score -1349875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1349879.750000 Penalty: 3063.559814
	Iteration 47Q: 3 clusters Score -1349880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1349892.625000 Penalty: 3063.559814
	Iteration 48Q: 3 clusters Score -1349893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1349898.000000 Penalty: 3063.559814
	Iteration 49Q: 3 clusters Score -1349898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1349909.875000 Penalty: 3063.559814
	Iteration 50Q: 3 clusters Score -1349910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1349915.500000 Penalty: 3063.559814
	Iteration 51Q: 3 clusters Score -1349916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1349924.750000 Penalty: 3063.559814
	Iteration 52Q: 3 clusters Score -1349925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1349927.250000 Penalty: 3063.559814
	Iteration 53Q: 3 clusters Score -1349927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1349928.875000 Penalty: 3063.559814
	Iteration 54Q: 3 clusters Score -1349929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1349938.125000 Penalty: 3063.559814
	Iteration 55Q: 3 clusters Score -1349938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1349941.500000 Penalty: 3063.559814
	Iteration 56Q: 3 clusters Score -1349942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1349944.500000 Penalty: 3063.559814
	Iteration 57Q: 3 clusters Score -1349944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1349949.500000 Penalty: 3063.559814
	Iteration 58Q: 3 clusters Score -1349950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1349953.125000 Penalty: 3063.559814
	Iteration 59Q: 3 clusters Score -1349953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1349955.125000 Penalty: 3063.559814
	Iteration 60F: 3 clusters Score -1349955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1349953.875000 Penalty: 3063.559814
	Iteration 61Q: 3 clusters Score -1349954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1349957.625000 Penalty: 3063.559814
	Iteration 62Q: 3 clusters Score -1349958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1349957.625000 Penalty: 3063.559814
	Iteration 63Q: 3 clusters Score -1349958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1349958.750000 Penalty: 3063.559814
	Iteration 64Q: 3 clusters Score -1349959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1349961.375000 Penalty: 3063.559814
	Iteration 65Q: 3 clusters Score -1349961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1349962.875000 Penalty: 3063.559814
	Iteration 66Q: 3 clusters Score -1349963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1349965.250000 Penalty: 3063.559814
	Iteration 67Q: 3 clusters Score -1349965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1349969.250000 Penalty: 3063.559814
	Iteration 68Q: 3 clusters Score -1349969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1349969.375000 Penalty: 3063.559814
	Iteration 69Q: 3 clusters Score -1349969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1349970.125000 Penalty: 3063.559814
	Iteration 70Q: 3 clusters Score -1349970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1349971.000000 Penalty: 3063.559814
	Iteration 71Q: 3 clusters Score -1349971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1349971.875000 Penalty: 3063.559814
	Iteration 72Q: 3 clusters Score -1349972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1349973.250000 Penalty: 3063.559814
	Iteration 73Q: 3 clusters Score -1349973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1349974.500000 Penalty: 3063.559814
	Iteration 74Q: 3 clusters Score -1349974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1349978.500000 Penalty: 3063.559814
	Iteration 75Q: 3 clusters Score -1349978 nChanged 10
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Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1822 members 
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	Iteration 76Q: 3 clusters Score -1349982 nChanged 16
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Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1806 members 
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	Iteration 77Q: 3 clusters Score -1349981 nChanged 13
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Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1793 members 
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	Iteration 78Q: 3 clusters Score -1349984 nChanged 14
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Mstep: Class 1 contains 10632 members 
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	Iteration 79Q: 3 clusters Score -1349985 nChanged 14
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Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1765 members 
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	Iteration 80F: 3 clusters Score -1349988 nChanged 16
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Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1749 members 
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	Iteration 81Q: 3 clusters Score -1349991 nChanged 11
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Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1738 members 
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	Iteration 82Q: 3 clusters Score -1349992 nChanged 12
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Mstep: Class 1 contains 10685 members 
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	Iteration 83Q: 3 clusters Score -1349993 nChanged 13
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Mstep: Class 1 contains 10698 members 
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	Iteration 84Q: 3 clusters Score -1349997 nChanged 10
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Mstep: Class 1 contains 10708 members 
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	Iteration 85Q: 3 clusters Score -1350000 nChanged 8
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Mstep: Class 1 contains 10716 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1350000 nChanged 3
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Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1694 members 
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	Iteration 87Q: 3 clusters Score -1350001 nChanged 2
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Mstep: Class 1 contains 10719 members 
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	Iteration 88Q: 3 clusters Score -1350002 nChanged 2
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Mstep: Class 1 contains 10721 members 
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	Iteration 89Q: 3 clusters Score -1350002 nChanged 2
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Mstep: Class 1 contains 10723 members 
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	Iteration 90Q: 3 clusters Score -1350003 nChanged 1
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Mstep: Class 1 contains 10724 members 
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	Iteration 91Q: 3 clusters Score -1350002 nChanged 5
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Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1682 members 
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	Iteration 92Q: 3 clusters Score -1350001 nChanged 4
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Mstep: Class 1 contains 10733 members 
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	Iteration 93Q: 3 clusters Score -1350006 nChanged 8
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Mstep: Class 1 contains 10741 members 
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	Iteration 94Q: 3 clusters Score -1350006 nChanged 11
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Mstep: Class 1 contains 10752 members 
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	Iteration 95Q: 3 clusters Score -1350004 nChanged 8
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Mstep: Class 1 contains 10760 members 
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	Iteration 96Q: 3 clusters Score -1350009 nChanged 11
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Mstep: Class 1 contains 10771 members 
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	Iteration 98Q: 3 clusters Score -1350014 nChanged 8
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Mstep: Class 1 contains 10795 members 
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	Iteration 100F: 3 clusters Score -1350019 nChanged 8
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	Iteration 101Q: 3 clusters Score -1350017 nChanged 16
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	Iteration 102Q: 3 clusters Score -1350020 nChanged 14
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	Iteration 103Q: 3 clusters Score -1350021 nChanged 18
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Mstep: Class 1 contains 11006 members 
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Mstep: Class 1 contains 11019 members 
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	Iteration 113Q: 3 clusters Score -1350066 nChanged 14
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Mstep: Class 1 contains 11033 members 
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	Iteration 114Q: 3 clusters Score -1350066 nChanged 10
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	Iteration 115Q: 3 clusters Score -1350069 nChanged 8
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	Iteration 116Q: 3 clusters Score -1350071 nChanged 10
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	Iteration 117Q: 3 clusters Score -1350075 nChanged 10
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Mstep: Class 1 contains 11069 members 
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	Iteration 118Q: 3 clusters Score -1350075 nChanged 9
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	Iteration 119Q: 3 clusters Score -1350077 nChanged 10
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Mstep: Class 1 contains 11088 members 
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	Iteration 120F: 3 clusters Score -1350077 nChanged 12
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Mstep: Class 1 contains 11100 members 
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	Iteration 121Q: 3 clusters Score -1350081 nChanged 19
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Mstep: Class 1 contains 11119 members 
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	Iteration 122Q: 3 clusters Score -1350086 nChanged 12
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Mstep: Class 1 contains 11131 members 
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	Iteration 123Q: 3 clusters Score -1350088 nChanged 13
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	Iteration 124Q: 3 clusters Score -1350094 nChanged 15
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Mstep: Class 1 contains 11157 members 
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	Iteration 125Q: 3 clusters Score -1350096 nChanged 13
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	Iteration 126Q: 3 clusters Score -1350098 nChanged 12
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	Iteration 127Q: 3 clusters Score -1350100 nChanged 11
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Mstep: Class 1 contains 11191 members 
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	Iteration 128Q: 3 clusters Score -1350104 nChanged 10
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Mstep: Class 1 contains 11199 members 
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	Iteration 129Q: 3 clusters Score -1350110 nChanged 7
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	Iteration 130Q: 3 clusters Score -1350109 nChanged 11
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	Iteration 131Q: 3 clusters Score -1350112 nChanged 9
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	Iteration 132Q: 3 clusters Score -1350115 nChanged 10
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Mstep: Class 1 contains 11232 members 
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	Iteration 133Q: 3 clusters Score -1350114 nChanged 8
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	Iteration 134Q: 3 clusters Score -1350114 nChanged 7
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	Iteration 135Q: 3 clusters Score -1350117 nChanged 11
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	Iteration 136Q: 3 clusters Score -1350119 nChanged 13
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	Iteration 137Q: 3 clusters Score -1350124 nChanged 10
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Mstep: Class 1 contains 11279 members 
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	Iteration 138Q: 3 clusters Score -1350125 nChanged 7
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Mstep: Class 1 contains 11286 members 
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	Iteration 139Q: 3 clusters Score -1350126 nChanged 10
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Mstep: Class 1 contains 11296 members 
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	Iteration 140F: 3 clusters Score -1350131 nChanged 7
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Mstep: Class 1 contains 11303 members 
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	Iteration 141Q: 3 clusters Score -1350132 nChanged 6
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Mstep: Class 1 contains 11309 members 
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	Iteration 142Q: 3 clusters Score -1350133 nChanged 5
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Mstep: Class 1 contains 11314 members 
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	Iteration 143Q: 3 clusters Score -1350137 nChanged 3
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Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1094 members 
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	Iteration 144Q: 3 clusters Score -1350138 nChanged 3
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Mstep: Class 1 contains 11320 members 
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	Iteration 145Q: 3 clusters Score -1350138 nChanged 6
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	Iteration 146Q: 3 clusters Score -1350140 nChanged 7
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	Iteration 147Q: 3 clusters Score -1350141 nChanged 7
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	Iteration 148Q: 3 clusters Score -1350142 nChanged 10
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	Iteration 149Q: 3 clusters Score -1350142 nChanged 10
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	Iteration 150Q: 3 clusters Score -1350144 nChanged 13
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	Iteration 151Q: 3 clusters Score -1350148 nChanged 17
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	Iteration 152Q: 3 clusters Score -1350154 nChanged 20
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	Iteration 153Q: 3 clusters Score -1350157 nChanged 15
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	Iteration 154Q: 3 clusters Score -1350160 nChanged 9
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	Iteration 155Q: 3 clusters Score -1350162 nChanged 14
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Mstep: Class 2 contains 965 members 
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	Iteration 156Q: 3 clusters Score -1350168 nChanged 17
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	Iteration 157Q: 3 clusters Score -1350174 nChanged 10
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	Iteration 158Q: 3 clusters Score -1350178 nChanged 6
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	Iteration 159Q: 3 clusters Score -1350178 nChanged 7
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	Iteration 160F: 3 clusters Score -1350181 nChanged 8
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Mstep: Class 1 contains 11492 members 
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	Iteration 161Q: 3 clusters Score -1350181 nChanged 7
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	Iteration 162Q: 3 clusters Score -1350182 nChanged 9
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	Iteration 163Q: 3 clusters Score -1350186 nChanged 9
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	Iteration 164Q: 3 clusters Score -1350188 nChanged 10
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Mstep: Class 1 contains 11525 members 
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	Iteration 165Q: 3 clusters Score -1350192 nChanged 8
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	Iteration 166Q: 3 clusters Score -1350192 nChanged 8
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	Iteration 167Q: 3 clusters Score -1350196 nChanged 7
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Entering Unmasked Estep 
Score: -1350198.250000 Penalty: 3063.559814
	Iteration 168Q: 3 clusters Score -1350198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1350199.625000 Penalty: 3063.559814
	Iteration 169Q: 3 clusters Score -1350200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1350198.500000 Penalty: 3063.559814
	Iteration 170Q: 3 clusters Score -1350198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1350198.250000 Penalty: 3063.559814
	Iteration 171Q: 3 clusters Score -1350198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1350196.625000 Penalty: 3063.559814
	Iteration 172Q: 3 clusters Score -1350197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1350197.250000 Penalty: 3063.559814
	Iteration 173Q: 3 clusters Score -1350197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1350198.750000 Penalty: 3063.559814
	Iteration 174Q: 3 clusters Score -1350199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1350203.625000 Penalty: 3063.559814
	Iteration 175Q: 3 clusters Score -1350204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1350208.625000 Penalty: 3063.559814
	Iteration 176Q: 3 clusters Score -1350209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1350208.375000 Penalty: 3063.559814
	Iteration 177Q: 3 clusters Score -1350208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1350209.500000 Penalty: 3063.559814
	Iteration 178Q: 3 clusters Score -1350210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1350210.125000 Penalty: 3063.559814
	Iteration 179Q: 3 clusters Score -1350210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1350210.250000 Penalty: 3063.559814
	Iteration 180F: 3 clusters Score -1350210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1350211.250000 Penalty: 3063.559814
	Iteration 181Q: 3 clusters Score -1350211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1350211.750000 Penalty: 3063.559814
	Iteration 182Q: 3 clusters Score -1350212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1350211.750000 Penalty: 3063.559814
	Iteration 183F: 3 clusters Score -1350212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -10836.566406 Penalty: 788.454895
	Iteration 0F: 2 clusters Score -10836.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10284.505859 Penalty: 1576.909790
	Iteration 0F: 3 clusters Score -10284.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10314.619141 Penalty: 1576.909790
	Iteration 1F: 3 clusters Score -10314.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10321.090820 Penalty: 1576.909790
	Iteration 2Q: 3 clusters Score -10321.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10321.090820 Penalty: 1576.909790
	Iteration 3F: 3 clusters Score -10321.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Entering Unmasked Estep 
Score: -2725968.000000 Penalty: 1652.655640
	Iteration 0F: 2 clusters Score -2725968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2708328.000000 Penalty: 3305.311279
	Iteration 0F: 3 clusters Score -2708328 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2715178.500000 Penalty: 3305.311279
	Iteration 1F: 3 clusters Score -2715178 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2715883.750000 Penalty: 3305.311279
	Iteration 2F: 3 clusters Score -2715884 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2716856.500000 Penalty: 3305.311279
	Iteration 3F: 3 clusters Score -2716856 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2718198.000000 Penalty: 3305.311279
	Iteration 4F: 3 clusters Score -2718198 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2719975.250000 Penalty: 3305.311279
	Iteration 5F: 3 clusters Score -2719975 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2721789.750000 Penalty: 3305.311279
	Iteration 6F: 3 clusters Score -2721790 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2723043.750000 Penalty: 3305.311279
	Iteration 7F: 3 clusters Score -2723044 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2723735.500000 Penalty: 3305.311279
	Iteration 8Q: 3 clusters Score -2723736 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2724087.750000 Penalty: 3305.311279
	Iteration 9Q: 3 clusters Score -2724088 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2724303.250000 Penalty: 3305.311279
	Iteration 10Q: 3 clusters Score -2724303 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2724414.000000 Penalty: 3305.311279
	Iteration 11Q: 3 clusters Score -2724414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2724495.250000 Penalty: 3305.311279
	Iteration 12Q: 3 clusters Score -2724495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2724552.750000 Penalty: 3305.311279
	Iteration 13Q: 3 clusters Score -2724553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2724605.000000 Penalty: 3305.311279
	Iteration 14Q: 3 clusters Score -2724605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2724651.000000 Penalty: 3305.311279
	Iteration 15Q: 3 clusters Score -2724651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2724673.000000 Penalty: 3305.311279
	Iteration 16Q: 3 clusters Score -2724673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2724696.750000 Penalty: 3305.311279
	Iteration 17Q: 3 clusters Score -2724697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2724725.500000 Penalty: 3305.311279
	Iteration 18Q: 3 clusters Score -2724726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2724742.250000 Penalty: 3305.311279
	Iteration 19Q: 3 clusters Score -2724742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2724746.500000 Penalty: 3305.311279
	Iteration 20F: 3 clusters Score -2724746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2724755.250000 Penalty: 3305.311279
	Iteration 21Q: 3 clusters Score -2724755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2724763.500000 Penalty: 3305.311279
	Iteration 22Q: 3 clusters Score -2724764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2724765.000000 Penalty: 3305.311279
	Iteration 23Q: 3 clusters Score -2724765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2724764.500000 Penalty: 3305.311279
	Iteration 24Q: 3 clusters Score -2724764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2724766.000000 Penalty: 3305.311279
	Iteration 25Q: 3 clusters Score -2724766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2724765.250000 Penalty: 3305.311279
	Iteration 26Q: 3 clusters Score -2724765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2724769.250000 Penalty: 3305.311279
	Iteration 27Q: 3 clusters Score -2724769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2724771.750000 Penalty: 3305.311279
	Iteration 28Q: 3 clusters Score -2724772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2724769.250000 Penalty: 3305.311279
	Iteration 29Q: 3 clusters Score -2724769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2724771.750000 Penalty: 3305.311279
	Iteration 30Q: 3 clusters Score -2724772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2724776.500000 Penalty: 3305.311279
	Iteration 31Q: 3 clusters Score -2724776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -2724779.250000 Penalty: 3305.311279
	Iteration 32Q: 3 clusters Score -2724779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2724778.250000 Penalty: 3305.311279
	Iteration 33Q: 3 clusters Score -2724778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2724778.500000 Penalty: 3305.311279
	Iteration 34Q: 3 clusters Score -2724778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -2724778.500000 Penalty: 3305.311279
	Iteration 35Q: 3 clusters Score -2724778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2724779.750000 Penalty: 3305.311279
	Iteration 36Q: 3 clusters Score -2724780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2724779.250000 Penalty: 3305.311279
	Iteration 37Q: 3 clusters Score -2724779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2724780.250000 Penalty: 3305.311279
	Iteration 38Q: 3 clusters Score -2724780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2724782.500000 Penalty: 3305.311279
	Iteration 39Q: 3 clusters Score -2724782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2724783.500000 Penalty: 3305.311279
	Iteration 40F: 3 clusters Score -2724784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Entering Unmasked Estep 
Score: -5780336.500000 Penalty: 1774.932251
	Iteration 0F: 2 clusters Score -5780336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5743397.500000 Penalty: 3549.864502
	Iteration 0F: 3 clusters Score -5743398 nChanged 25935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5757971.000000 Penalty: 3549.864502
	Iteration 1F: 3 clusters Score -5757971 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5758385.000000 Penalty: 3549.864502
	Iteration 2Q: 3 clusters Score -5758385 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5758870.500000 Penalty: 3549.864502
	Iteration 3Q: 3 clusters Score -5758870 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5759547.500000 Penalty: 3549.864502
	Iteration 4Q: 3 clusters Score -5759548 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5760478.500000 Penalty: 3549.864502
	Iteration 5Q: 3 clusters Score -5760478 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5761920.000000 Penalty: 3549.864502
	Iteration 6Q: 3 clusters Score -5761920 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5764160.000000 Penalty: 3549.864502
	Iteration 7F: 3 clusters Score -5764160 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5767261.500000 Penalty: 3549.864502
	Iteration 8F: 3 clusters Score -5767262 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -5770738.000000 Penalty: 3549.864502
	Iteration 9F: 3 clusters Score -5770738 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5773679.000000 Penalty: 3549.864502
	Iteration 10F: 3 clusters Score -5773679 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5775839.000000 Penalty: 3549.864502
	Iteration 11Q: 3 clusters Score -5775839 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5777320.000000 Penalty: 3549.864502
	Iteration 12Q: 3 clusters Score -5777320 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5778263.500000 Penalty: 3549.864502
	Iteration 13Q: 3 clusters Score -5778264 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5778734.500000 Penalty: 3549.864502
	Iteration 14Q: 3 clusters Score -5778734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5778967.000000 Penalty: 3549.864502
	Iteration 15Q: 3 clusters Score -5778967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5779141.000000 Penalty: 3549.864502
	Iteration 16Q: 3 clusters Score -5779141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5779229.000000 Penalty: 3549.864502
	Iteration 17Q: 3 clusters Score -5779229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5779280.500000 Penalty: 3549.864502
	Iteration 18Q: 3 clusters Score -5779280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5779337.500000 Penalty: 3549.864502
	Iteration 19Q: 3 clusters Score -5779338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5779377.500000 Penalty: 3549.864502
	Iteration 20F: 3 clusters Score -5779378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5779394.500000 Penalty: 3549.864502
	Iteration 21Q: 3 clusters Score -5779394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5779410.000000 Penalty: 3549.864502
	Iteration 22Q: 3 clusters Score -5779410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5779409.000000 Penalty: 3549.864502
	Iteration 23Q: 3 clusters Score -5779409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5779409.000000 Penalty: 3549.864502
	Iteration 24F: 3 clusters Score -5779409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Entering Unmasked Estep 
Score: -1422478.875000 Penalty: 1544.868408
	Iteration 0F: 2 clusters Score -1422479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1413119.875000 Penalty: 3089.736816
	Iteration 0F: 3 clusters Score -1413120 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1416348.000000 Penalty: 3089.736816
	Iteration 1F: 3 clusters Score -1416348 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1416750.125000 Penalty: 3089.736816
	Iteration 2F: 3 clusters Score -1416750 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1417133.000000 Penalty: 3089.736816
	Iteration 3F: 3 clusters Score -1417133 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1417619.000000 Penalty: 3089.736816
	Iteration 4F: 3 clusters Score -1417619 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1418193.125000 Penalty: 3089.736816
	Iteration 5F: 3 clusters Score -1418193 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1418765.250000 Penalty: 3089.736816
	Iteration 6F: 3 clusters Score -1418765 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1419353.000000 Penalty: 3089.736816
	Iteration 7Q: 3 clusters Score -1419353 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1419867.375000 Penalty: 3089.736816
	Iteration 8Q: 3 clusters Score -1419867 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1420234.625000 Penalty: 3089.736816
	Iteration 9Q: 3 clusters Score -1420235 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1420489.250000 Penalty: 3089.736816
	Iteration 10Q: 3 clusters Score -1420489 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1420672.125000 Penalty: 3089.736816
	Iteration 11Q: 3 clusters Score -1420672 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1420803.875000 Penalty: 3089.736816
	Iteration 12Q: 3 clusters Score -1420804 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1420904.125000 Penalty: 3089.736816
	Iteration 13Q: 3 clusters Score -1420904 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1420965.625000 Penalty: 3089.736816
	Iteration 14Q: 3 clusters Score -1420966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1420999.625000 Penalty: 3089.736816
	Iteration 15Q: 3 clusters Score -1421000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1421027.500000 Penalty: 3089.736816
	Iteration 16Q: 3 clusters Score -1421028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1421058.625000 Penalty: 3089.736816
	Iteration 17Q: 3 clusters Score -1421059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1421079.125000 Penalty: 3089.736816
	Iteration 18Q: 3 clusters Score -1421079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1421099.000000 Penalty: 3089.736816
	Iteration 19Q: 3 clusters Score -1421099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1421111.750000 Penalty: 3089.736816
	Iteration 20F: 3 clusters Score -1421112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1421126.500000 Penalty: 3089.736816
	Iteration 21Q: 3 clusters Score -1421126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1421137.125000 Penalty: 3089.736816
	Iteration 22Q: 3 clusters Score -1421137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1421150.250000 Penalty: 3089.736816
	Iteration 23Q: 3 clusters Score -1421150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1421160.500000 Penalty: 3089.736816
	Iteration 24Q: 3 clusters Score -1421160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1421168.750000 Penalty: 3089.736816
	Iteration 25Q: 3 clusters Score -1421169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1421176.750000 Penalty: 3089.736816
	Iteration 26Q: 3 clusters Score -1421177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1421180.250000 Penalty: 3089.736816
	Iteration 27Q: 3 clusters Score -1421180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1421188.500000 Penalty: 3089.736816
	Iteration 28Q: 3 clusters Score -1421188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1421193.750000 Penalty: 3089.736816
	Iteration 29Q: 3 clusters Score -1421194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1421196.625000 Penalty: 3089.736816
	Iteration 30Q: 3 clusters Score -1421197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1421202.125000 Penalty: 3089.736816
	Iteration 31Q: 3 clusters Score -1421202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1421212.500000 Penalty: 3089.736816
	Iteration 32Q: 3 clusters Score -1421212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1421217.625000 Penalty: 3089.736816
	Iteration 33Q: 3 clusters Score -1421218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1421220.375000 Penalty: 3089.736816
	Iteration 34Q: 3 clusters Score -1421220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1421222.000000 Penalty: 3089.736816
	Iteration 35Q: 3 clusters Score -1421222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1421225.000000 Penalty: 3089.736816
	Iteration 36Q: 3 clusters Score -1421225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1421229.000000 Penalty: 3089.736816
	Iteration 37Q: 3 clusters Score -1421229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1421230.000000 Penalty: 3089.736816
	Iteration 38Q: 3 clusters Score -1421230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1421234.875000 Penalty: 3089.736816
	Iteration 39Q: 3 clusters Score -1421235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1421234.500000 Penalty: 3089.736816
	Iteration 40F: 3 clusters Score -1421234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1421237.750000 Penalty: 3089.736816
	Iteration 41Q: 3 clusters Score -1421238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1421239.750000 Penalty: 3089.736816
	Iteration 42Q: 3 clusters Score -1421240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1421238.125000 Penalty: 3089.736816
	Iteration 43Q: 3 clusters Score -1421238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1421240.125000 Penalty: 3089.736816
	Iteration 44Q: 3 clusters Score -1421240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1421242.250000 Penalty: 3089.736816
	Iteration 45Q: 3 clusters Score -1421242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1421244.625000 Penalty: 3089.736816
	Iteration 46Q: 3 clusters Score -1421245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1421244.375000 Penalty: 3089.736816
	Iteration 47Q: 3 clusters Score -1421244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1421245.375000 Penalty: 3089.736816
	Iteration 48Q: 3 clusters Score -1421245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1421246.500000 Penalty: 3089.736816
	Iteration 49Q: 3 clusters Score -1421246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1421249.125000 Penalty: 3089.736816
	Iteration 50Q: 3 clusters Score -1421249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1421251.500000 Penalty: 3089.736816
	Iteration 51Q: 3 clusters Score -1421252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1421251.000000 Penalty: 3089.736816
	Iteration 52Q: 3 clusters Score -1421251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1421251.000000 Penalty: 3089.736816
	Iteration 53Q: 3 clusters Score -1421251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1421252.625000 Penalty: 3089.736816
	Iteration 54Q: 3 clusters Score -1421253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1421252.625000 Penalty: 3089.736816
	Iteration 55F: 3 clusters Score -1421253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1377923.250000 Penalty: 1540.758057
	Iteration 0F: 2 clusters Score -1377923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1368723.875000 Penalty: 3081.516113
	Iteration 0F: 3 clusters Score -1368724 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1371778.000000 Penalty: 3081.516113
	Iteration 1F: 3 clusters Score -1371778 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1372049.875000 Penalty: 3081.516113
	Iteration 2F: 3 clusters Score -1372050 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1372334.125000 Penalty: 3081.516113
	Iteration 3Q: 3 clusters Score -1372334 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1372619.125000 Penalty: 3081.516113
	Iteration 4Q: 3 clusters Score -1372619 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1372979.000000 Penalty: 3081.516113
	Iteration 5Q: 3 clusters Score -1372979 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1373446.125000 Penalty: 3081.516113
	Iteration 6F: 3 clusters Score -1373446 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1373983.875000 Penalty: 3081.516113
	Iteration 7F: 3 clusters Score -1373984 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1374536.750000 Penalty: 3081.516113
	Iteration 8F: 3 clusters Score -1374537 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1375016.500000 Penalty: 3081.516113
	Iteration 9F: 3 clusters Score -1375016 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1375404.000000 Penalty: 3081.516113
	Iteration 10Q: 3 clusters Score -1375404 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1375698.125000 Penalty: 3081.516113
	Iteration 11Q: 3 clusters Score -1375698 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1375947.000000 Penalty: 3081.516113
	Iteration 12Q: 3 clusters Score -1375947 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1376151.375000 Penalty: 3081.516113
	Iteration 13Q: 3 clusters Score -1376151 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1376304.250000 Penalty: 3081.516113
	Iteration 14Q: 3 clusters Score -1376304 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1376405.500000 Penalty: 3081.516113
	Iteration 15Q: 3 clusters Score -1376406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1376471.500000 Penalty: 3081.516113
	Iteration 16Q: 3 clusters Score -1376472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1376532.250000 Penalty: 3081.516113
	Iteration 17Q: 3 clusters Score -1376532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1376586.750000 Penalty: 3081.516113
	Iteration 18Q: 3 clusters Score -1376587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1376624.750000 Penalty: 3081.516113
	Iteration 19Q: 3 clusters Score -1376625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1376663.125000 Penalty: 3081.516113
	Iteration 20F: 3 clusters Score -1376663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1376689.625000 Penalty: 3081.516113
	Iteration 21Q: 3 clusters Score -1376690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1376708.375000 Penalty: 3081.516113
	Iteration 22Q: 3 clusters Score -1376708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1376720.875000 Penalty: 3081.516113
	Iteration 23Q: 3 clusters Score -1376721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1376732.875000 Penalty: 3081.516113
	Iteration 24Q: 3 clusters Score -1376733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1376744.250000 Penalty: 3081.516113
	Iteration 25Q: 3 clusters Score -1376744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1376761.875000 Penalty: 3081.516113
	Iteration 26Q: 3 clusters Score -1376762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1376772.125000 Penalty: 3081.516113
	Iteration 27Q: 3 clusters Score -1376772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1376783.000000 Penalty: 3081.516113
	Iteration 28Q: 3 clusters Score -1376783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1376789.125000 Penalty: 3081.516113
	Iteration 29Q: 3 clusters Score -1376789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1376795.125000 Penalty: 3081.516113
	Iteration 30Q: 3 clusters Score -1376795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1376803.750000 Penalty: 3081.516113
	Iteration 31Q: 3 clusters Score -1376804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1376815.375000 Penalty: 3081.516113
	Iteration 32Q: 3 clusters Score -1376815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1376825.875000 Penalty: 3081.516113
	Iteration 33Q: 3 clusters Score -1376826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1376844.000000 Penalty: 3081.516113
	Iteration 34Q: 3 clusters Score -1376844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1376852.250000 Penalty: 3081.516113
	Iteration 35Q: 3 clusters Score -1376852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1376863.625000 Penalty: 3081.516113
	Iteration 36Q: 3 clusters Score -1376864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1376867.625000 Penalty: 3081.516113
	Iteration 37Q: 3 clusters Score -1376868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1376871.875000 Penalty: 3081.516113
	Iteration 38Q: 3 clusters Score -1376872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1376876.000000 Penalty: 3081.516113
	Iteration 39Q: 3 clusters Score -1376876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1376881.000000 Penalty: 3081.516113
	Iteration 40F: 3 clusters Score -1376881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1376883.000000 Penalty: 3081.516113
	Iteration 41Q: 3 clusters Score -1376883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1376886.375000 Penalty: 3081.516113
	Iteration 42Q: 3 clusters Score -1376886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1376886.500000 Penalty: 3081.516113
	Iteration 43Q: 3 clusters Score -1376886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1376890.375000 Penalty: 3081.516113
	Iteration 44Q: 3 clusters Score -1376890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1376904.125000 Penalty: 3081.516113
	Iteration 45Q: 3 clusters Score -1376904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1376912.625000 Penalty: 3081.516113
	Iteration 46Q: 3 clusters Score -1376913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1376917.875000 Penalty: 3081.516113
	Iteration 47Q: 3 clusters Score -1376918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1376924.625000 Penalty: 3081.516113
	Iteration 48Q: 3 clusters Score -1376925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1376927.875000 Penalty: 3081.516113
	Iteration 49Q: 3 clusters Score -1376928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1376933.500000 Penalty: 3081.516113
	Iteration 50Q: 3 clusters Score -1376934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1376936.250000 Penalty: 3081.516113
	Iteration 51Q: 3 clusters Score -1376936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1376936.250000 Penalty: 3081.516113
	Iteration 52F: 3 clusters Score -1376936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -291134.125000 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -291134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288471.593750 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -288471.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289145.000000 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -289145 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -289331.281250 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -289331.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289460.593750 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -289460.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289564.375000 Penalty: 2592.728027
	Iteration 4Q: 3 clusters Score -289564.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289648.406250 Penalty: 2592.728027
	Iteration 5Q: 3 clusters Score -289648.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289705.218750 Penalty: 2592.728027
	Iteration 6Q: 3 clusters Score -289705.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -289752.625000 Penalty: 2592.728027
	Iteration 7Q: 3 clusters Score -289752.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289794.312500 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -289794.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289825.906250 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -289825.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -289848.437500 Penalty: 2592.728027
	Iteration 10Q: 3 clusters Score -289848.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289872.093750 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -289872.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289888.250000 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -289888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289897.875000 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -289897.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289906.437500 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -289906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289911.937500 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -289911.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289918.468750 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -289918.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289925.906250 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -289925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289934.562500 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -289934.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289943.250000 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -289943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289948.875000 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -289948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289954.125000 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -289954.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289960.062500 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -289960.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -289968.187500 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -289968.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289981.500000 Penalty: 2592.728027
	Iteration 24Q: 3 clusters Score -289981.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289995.500000 Penalty: 2592.728027
	Iteration 25Q: 3 clusters Score -289995.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290014.312500 Penalty: 2592.728027
	Iteration 26Q: 3 clusters Score -290014.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290031.937500 Penalty: 2592.728027
	Iteration 27Q: 3 clusters Score -290031.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -290048.156250 Penalty: 2592.728027
	Iteration 28Q: 3 clusters Score -290048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290059.218750 Penalty: 2592.728027
	Iteration 29Q: 3 clusters Score -290059.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -290068.687500 Penalty: 2592.728027
	Iteration 30Q: 3 clusters Score -290068.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290087.031250 Penalty: 2592.728027
	Iteration 31Q: 3 clusters Score -290087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290114.593750 Penalty: 2592.728027
	Iteration 32Q: 3 clusters Score -290114.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -290157.875000 Penalty: 2592.728027
	Iteration 33Q: 3 clusters Score -290157.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290213.375000 Penalty: 2592.728027
	Iteration 34Q: 3 clusters Score -290213.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290281.062500 Penalty: 2592.728027
	Iteration 35Q: 3 clusters Score -290281.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290339.156250 Penalty: 2592.728027
	Iteration 36Q: 3 clusters Score -290339.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290385.093750 Penalty: 2592.728027
	Iteration 37Q: 3 clusters Score -290385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290419.781250 Penalty: 2592.728027
	Iteration 38Q: 3 clusters Score -290419.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290455.187500 Penalty: 2592.728027
	Iteration 39Q: 3 clusters Score -290455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -290487.406250 Penalty: 2592.728027
	Iteration 40F: 3 clusters Score -290487.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290503.906250 Penalty: 2592.728027
	Iteration 41Q: 3 clusters Score -290503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290521.437500 Penalty: 2592.728027
	Iteration 42Q: 3 clusters Score -290521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -290534.468750 Penalty: 2592.728027
	Iteration 43Q: 3 clusters Score -290534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -290543.406250 Penalty: 2592.728027
	Iteration 44Q: 3 clusters Score -290543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290548.687500 Penalty: 2592.728027
	Iteration 45Q: 3 clusters Score -290548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290551.312500 Penalty: 2592.728027
	Iteration 46Q: 3 clusters Score -290551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -290555.906250 Penalty: 2592.728027
	Iteration 47Q: 3 clusters Score -290555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -290559.906250 Penalty: 2592.728027
	Iteration 48Q: 3 clusters Score -290559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -290560.156250 Penalty: 2592.728027
	Iteration 49Q: 3 clusters Score -290560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -290560.781250 Penalty: 2592.728027
	Iteration 50Q: 3 clusters Score -290560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -290560.937500 Penalty: 2592.728027
	Iteration 51Q: 3 clusters Score -290560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -290560.937500 Penalty: 2592.728027
	Iteration 52F: 3 clusters Score -290560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -500462.218750 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -500462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -496503.187500 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -496503.2 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -497800.093750 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -497800.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -498142.187500 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -498142.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -498484.968750 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -498485 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -498830.250000 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -498830.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -499137.093750 Penalty: 2763.307617
	Iteration 5F: 3 clusters Score -499137.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -499380.406250 Penalty: 2763.307617
	Iteration 6F: 3 clusters Score -499380.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -499546.250000 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -499546.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -499660.187500 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -499660.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -499725.500000 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -499725.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -499776.218750 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -499776.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -499808.718750 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -499808.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -499833.812500 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -499833.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -499852.500000 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -499852.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -499868.218750 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -499868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -499875.406250 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -499875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -499881.187500 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -499881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -499885.968750 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -499886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -499891.468750 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -499891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -499896.593750 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -499896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -499901.750000 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -499901.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -499904.687500 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -499904.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -499911.000000 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -499911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -499913.000000 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -499913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -499916.093750 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -499916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -499918.843750 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -499918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -499925.031250 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -499925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -499930.093750 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -499930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -499934.875000 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -499934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -499936.687500 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -499936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -499938.375000 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -499938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -499940.968750 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -499941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -499944.187500 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -499944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -499948.437500 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -499948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -499950.343750 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -499950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -499951.093750 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -499951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -499952.000000 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -499952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -499953.437500 Penalty: 2763.307617
	Iteration 37Q: 3 clusters Score -499953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -499955.312500 Penalty: 2763.307617
	Iteration 38Q: 3 clusters Score -499955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -499957.343750 Penalty: 2763.307617
	Iteration 39Q: 3 clusters Score -499957.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -499959.875000 Penalty: 2763.307617
	Iteration 40F: 3 clusters Score -499959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -499961.625000 Penalty: 2763.307617
	Iteration 41Q: 3 clusters Score -499961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -499966.531250 Penalty: 2763.307617
	Iteration 42Q: 3 clusters Score -499966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -499968.375000 Penalty: 2763.307617
	Iteration 43Q: 3 clusters Score -499968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -499969.875000 Penalty: 2763.307617
	Iteration 44Q: 3 clusters Score -499969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -499970.593750 Penalty: 2763.307617
	Iteration 45Q: 3 clusters Score -499970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -499971.937500 Penalty: 2763.307617
	Iteration 46Q: 3 clusters Score -499971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -499972.687500 Penalty: 2763.307617
	Iteration 47Q: 3 clusters Score -499972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -499972.687500 Penalty: 2763.307617
	Iteration 48F: 3 clusters Score -499972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -472063.906250 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -472063.9 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 2392 members 
Entering Unmasked Estep 
Score: -468146.093750 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -468146.1 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -469201.781250 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -469201.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -469431.468750 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -469431.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -469657.500000 Penalty: 2756.239502
	Iteration 3F: 3 clusters Score -469657.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -469853.687500 Penalty: 2756.239502
	Iteration 4F: 3 clusters Score -469853.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -470030.312500 Penalty: 2756.239502
	Iteration 5F: 3 clusters Score -470030.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -470178.468750 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -470178.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -470288.625000 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -470288.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -470404.875000 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -470404.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -470506.218750 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -470506.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -470607.468750 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -470607.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -470694.500000 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -470694.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -470761.906250 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -470761.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -470818.031250 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -470818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -470874.531250 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -470874.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -470930.781250 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -470930.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -470984.375000 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -470984.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -471027.125000 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -471027.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -471055.218750 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -471055.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -471066.375000 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -471066.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -471075.312500 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -471075.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -471083.531250 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -471083.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -471087.281250 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -471087.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -471090.062500 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -471090.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -471092.843750 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -471092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -471095.750000 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -471095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -471099.500000 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -471099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -471103.468750 Penalty: 2756.239502
	Iteration 27Q: 3 clusters Score -471103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -471105.562500 Penalty: 2756.239502
	Iteration 28Q: 3 clusters Score -471105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -471109.562500 Penalty: 2756.239502
	Iteration 29Q: 3 clusters Score -471109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -471112.562500 Penalty: 2756.239502
	Iteration 30Q: 3 clusters Score -471112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -471114.375000 Penalty: 2756.239502
	Iteration 31Q: 3 clusters Score -471114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471115.406250 Penalty: 2756.239502
	Iteration 32Q: 3 clusters Score -471115.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -471119.781250 Penalty: 2756.239502
	Iteration 33Q: 3 clusters Score -471119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -471123.687500 Penalty: 2756.239502
	Iteration 34Q: 3 clusters Score -471123.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -471130.031250 Penalty: 2756.239502
	Iteration 35Q: 3 clusters Score -471130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -471139.093750 Penalty: 2756.239502
	Iteration 36Q: 3 clusters Score -471139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -471149.781250 Penalty: 2756.239502
	Iteration 37Q: 3 clusters Score -471149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -471159.281250 Penalty: 2756.239502
	Iteration 38Q: 3 clusters Score -471159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471165.625000 Penalty: 2756.239502
	Iteration 39Q: 3 clusters Score -471165.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -471173.468750 Penalty: 2756.239502
	Iteration 40F: 3 clusters Score -471173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -471179.187500 Penalty: 2756.239502
	Iteration 41Q: 3 clusters Score -471179.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -471182.875000 Penalty: 2756.239502
	Iteration 42Q: 3 clusters Score -471182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -471188.218750 Penalty: 2756.239502
	Iteration 43Q: 3 clusters Score -471188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -471190.812500 Penalty: 2756.239502
	Iteration 44Q: 3 clusters Score -471190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -471193.875000 Penalty: 2756.239502
	Iteration 45Q: 3 clusters Score -471193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -471198.656250 Penalty: 2756.239502
	Iteration 46Q: 3 clusters Score -471198.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -471202.625000 Penalty: 2756.239502
	Iteration 47Q: 3 clusters Score -471202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -471205.687500 Penalty: 2756.239502
	Iteration 48Q: 3 clusters Score -471205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -471206.218750 Penalty: 2756.239502
	Iteration 49Q: 3 clusters Score -471206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -471209.000000 Penalty: 2756.239502
	Iteration 50Q: 3 clusters Score -471209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -471211.375000 Penalty: 2756.239502
	Iteration 51Q: 3 clusters Score -471211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -471213.625000 Penalty: 2756.239502
	Iteration 52Q: 3 clusters Score -471213.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -471217.875000 Penalty: 2756.239502
	Iteration 53Q: 3 clusters Score -471217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -471219.843750 Penalty: 2756.239502
	Iteration 54Q: 3 clusters Score -471219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -471224.781250 Penalty: 2756.239502
	Iteration 55Q: 3 clusters Score -471224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -471229.062500 Penalty: 2756.239502
	Iteration 56Q: 3 clusters Score -471229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -471230.718750 Penalty: 2756.239502
	Iteration 57Q: 3 clusters Score -471230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -471233.375000 Penalty: 2756.239502
	Iteration 58Q: 3 clusters Score -471233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -471234.375000 Penalty: 2756.239502
	Iteration 59Q: 3 clusters Score -471234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -471235.656250 Penalty: 2756.239502
	Iteration 60F: 3 clusters Score -471235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -471236.750000 Penalty: 2756.239502
	Iteration 61Q: 3 clusters Score -471236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -471237.500000 Penalty: 2756.239502
	Iteration 62Q: 3 clusters Score -471237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -471237.500000 Penalty: 2756.239502
	Iteration 63Q: 3 clusters Score -471237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -471237.625000 Penalty: 2756.239502
	Iteration 64Q: 3 clusters Score -471237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -471238.125000 Penalty: 2756.239502
	Iteration 65Q: 3 clusters Score -471238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -471238.281250 Penalty: 2756.239502
	Iteration 66Q: 3 clusters Score -471238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -471239.406250 Penalty: 2756.239502
	Iteration 67Q: 3 clusters Score -471239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -471239.468750 Penalty: 2756.239502
	Iteration 68Q: 3 clusters Score -471239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -471239.281250 Penalty: 2756.239502
	Iteration 69Q: 3 clusters Score -471239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -471239.406250 Penalty: 2756.239502
	Iteration 70Q: 3 clusters Score -471239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -471240.406250 Penalty: 2756.239502
	Iteration 71Q: 3 clusters Score -471240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -471240.062500 Penalty: 2756.239502
	Iteration 72Q: 3 clusters Score -471240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -471240.437500 Penalty: 2756.239502
	Iteration 73Q: 3 clusters Score -471240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -471242.625000 Penalty: 2756.239502
	Iteration 74Q: 3 clusters Score -471242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -471244.843750 Penalty: 2756.239502
	Iteration 75Q: 3 clusters Score -471244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -471245.781250 Penalty: 2756.239502
	Iteration 76Q: 3 clusters Score -471245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -471246.875000 Penalty: 2756.239502
	Iteration 77Q: 3 clusters Score -471246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -471247.031250 Penalty: 2756.239502
	Iteration 78Q: 3 clusters Score -471247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -471249.000000 Penalty: 2756.239502
	Iteration 79Q: 3 clusters Score -471249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -471250.906250 Penalty: 2756.239502
	Iteration 80F: 3 clusters Score -471250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -471251.312500 Penalty: 2756.239502
	Iteration 81Q: 3 clusters Score -471251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -471252.062500 Penalty: 2756.239502
	Iteration 82Q: 3 clusters Score -471252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -471252.312500 Penalty: 2756.239502
	Iteration 83Q: 3 clusters Score -471252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -471252.593750 Penalty: 2756.239502
	Iteration 84Q: 3 clusters Score -471252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -471252.593750 Penalty: 2756.239502
	Iteration 85F: 3 clusters Score -471252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Entering Unmasked Estep 
Score: -7268792.000000 Penalty: 1806.131348
	Iteration 0F: 2 clusters Score -7268792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -7223779.500000 Penalty: 3612.262695
	Iteration 0F: 3 clusters Score -7223780 nChanged 31868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7242064.500000 Penalty: 3612.262695
	Iteration 1F: 3 clusters Score -7242064 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7242851.000000 Penalty: 3612.262695
	Iteration 2Q: 3 clusters Score -7242851 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -7243872.500000 Penalty: 3612.262695
	Iteration 3Q: 3 clusters Score -7243872 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -7245472.500000 Penalty: 3612.262695
	Iteration 4F: 3 clusters Score -7245472 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -7248150.000000 Penalty: 3612.262695
	Iteration 5F: 3 clusters Score -7248150 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -7252095.500000 Penalty: 3612.262695
	Iteration 6F: 3 clusters Score -7252096 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -7256867.500000 Penalty: 3612.262695
	Iteration 7F: 3 clusters Score -7256868 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -7260805.500000 Penalty: 3612.262695
	Iteration 8F: 3 clusters Score -7260806 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7263316.500000 Penalty: 3612.262695
	Iteration 9Q: 3 clusters Score -7263316 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -7264732.000000 Penalty: 3612.262695
	Iteration 10Q: 3 clusters Score -7264732 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -7265530.000000 Penalty: 3612.262695
	Iteration 11Q: 3 clusters Score -7265530 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -7266027.000000 Penalty: 3612.262695
	Iteration 12Q: 3 clusters Score -7266027 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -7266351.000000 Penalty: 3612.262695
	Iteration 13Q: 3 clusters Score -7266351 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7266612.500000 Penalty: 3612.262695
	Iteration 14Q: 3 clusters Score -7266612 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7266819.000000 Penalty: 3612.262695
	Iteration 15Q: 3 clusters Score -7266819 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -7266943.000000 Penalty: 3612.262695
	Iteration 16Q: 3 clusters Score -7266943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -7267014.500000 Penalty: 3612.262695
	Iteration 17Q: 3 clusters Score -7267014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -7267082.000000 Penalty: 3612.262695
	Iteration 18Q: 3 clusters Score -7267082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -7267132.000000 Penalty: 3612.262695
	Iteration 19Q: 3 clusters Score -7267132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -7267185.000000 Penalty: 3612.262695
	Iteration 20F: 3 clusters Score -7267185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -7267231.500000 Penalty: 3612.262695
	Iteration 21Q: 3 clusters Score -7267232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -7267253.000000 Penalty: 3612.262695
	Iteration 22Q: 3 clusters Score -7267253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -7267267.500000 Penalty: 3612.262695
	Iteration 23Q: 3 clusters Score -7267268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -7267284.000000 Penalty: 3612.262695
	Iteration 24Q: 3 clusters Score -7267284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -7267293.000000 Penalty: 3612.262695
	Iteration 25Q: 3 clusters Score -7267293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -7267315.500000 Penalty: 3612.262695
	Iteration 26Q: 3 clusters Score -7267316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -7267334.500000 Penalty: 3612.262695
	Iteration 27Q: 3 clusters Score -7267334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -7267343.500000 Penalty: 3612.262695
	Iteration 28Q: 3 clusters Score -7267344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -7267348.000000 Penalty: 3612.262695
	Iteration 29Q: 3 clusters Score -7267348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -7267356.000000 Penalty: 3612.262695
	Iteration 30Q: 3 clusters Score -7267356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -7267356.500000 Penalty: 3612.262695
	Iteration 31Q: 3 clusters Score -7267356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -7267363.000000 Penalty: 3612.262695
	Iteration 32Q: 3 clusters Score -7267363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -7267366.000000 Penalty: 3612.262695
	Iteration 33Q: 3 clusters Score -7267366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -7267364.000000 Penalty: 3612.262695
	Iteration 34Q: 3 clusters Score -7267364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -7267360.500000 Penalty: 3612.262695
	Iteration 35Q: 3 clusters Score -7267360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -7267362.000000 Penalty: 3612.262695
	Iteration 36Q: 3 clusters Score -7267362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -7267361.500000 Penalty: 3612.262695
	Iteration 37Q: 3 clusters Score -7267362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -7267364.000000 Penalty: 3612.262695
	Iteration 38Q: 3 clusters Score -7267364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -7267357.000000 Penalty: 3612.262695
	Iteration 39Q: 3 clusters Score -7267357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -7267359.000000 Penalty: 3612.262695
	Iteration 40F: 3 clusters Score -7267359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -8512.633789 Penalty: 759.334656
	Iteration 0F: 2 clusters Score -8512.634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7923.346191 Penalty: 1518.669312
	Iteration 0F: 3 clusters Score -7923.346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7954.628906 Penalty: 1518.669312
	Iteration 1F: 3 clusters Score -7954.629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167337 members 
Entering Unmasked Estep 
Score: -17906640.000000 Penalty: 1954.511841
	Iteration 0F: 2 clusters Score -1.790664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -17798922.000000 Penalty: 3909.023682
	Iteration 0F: 3 clusters Score -1.779892e+07 nChanged 80747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -17849844.000000 Penalty: 3909.023682
	Iteration 1F: 3 clusters Score -1.784984e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -17853950.000000 Penalty: 3909.023682
	Iteration 2Q: 3 clusters Score -1.785395e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -17860456.000000 Penalty: 3909.023682
	Iteration 3F: 3 clusters Score -1.786046e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -17870806.000000 Penalty: 3909.023682
	Iteration 4F: 3 clusters Score -1.787081e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -17883676.000000 Penalty: 3909.023682
	Iteration 5F: 3 clusters Score -1.788368e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -17893610.000000 Penalty: 3909.023682
	Iteration 6F: 3 clusters Score -1.789361e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -17897298.000000 Penalty: 3909.023682
	Iteration 7Q: 3 clusters Score -1.78973e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -17899200.000000 Penalty: 3909.023682
	Iteration 8Q: 3 clusters Score -1.78992e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -17900478.000000 Penalty: 3909.023682
	Iteration 9Q: 3 clusters Score -1.790048e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -17901442.000000 Penalty: 3909.023682
	Iteration 10Q: 3 clusters Score -1.790144e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -17902156.000000 Penalty: 3909.023682
	Iteration 11Q: 3 clusters Score -1.790216e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -17902676.000000 Penalty: 3909.023682
	Iteration 12Q: 3 clusters Score -1.790268e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -17903200.000000 Penalty: 3909.023682
	Iteration 13Q: 3 clusters Score -1.79032e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -17903540.000000 Penalty: 3909.023682
	Iteration 14Q: 3 clusters Score -1.790354e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123293 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -17903814.000000 Penalty: 3909.023682
	Iteration 15Q: 3 clusters Score -1.790381e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -17904054.000000 Penalty: 3909.023682
	Iteration 16Q: 3 clusters Score -1.790405e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -17904258.000000 Penalty: 3909.023682
	Iteration 17Q: 3 clusters Score -1.790426e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -17904590.000000 Penalty: 3909.023682
	Iteration 18Q: 3 clusters Score -1.790459e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -17904782.000000 Penalty: 3909.023682
	Iteration 19Q: 3 clusters Score -1.790478e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -17904992.000000 Penalty: 3909.023682
	Iteration 20F: 3 clusters Score -1.790499e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -17905168.000000 Penalty: 3909.023682
	Iteration 21Q: 3 clusters Score -1.790517e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -17905270.000000 Penalty: 3909.023682
	Iteration 22Q: 3 clusters Score -1.790527e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -17905488.000000 Penalty: 3909.023682
	Iteration 23Q: 3 clusters Score -1.790549e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -17905610.000000 Penalty: 3909.023682
	Iteration 24Q: 3 clusters Score -1.790561e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134757 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -17905912.000000 Penalty: 3909.023682
	Iteration 25Q: 3 clusters Score -1.790591e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -17906038.000000 Penalty: 3909.023682
	Iteration 26Q: 3 clusters Score -1.790604e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -17906138.000000 Penalty: 3909.023682
	Iteration 27Q: 3 clusters Score -1.790614e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137835 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -17906288.000000 Penalty: 3909.023682
	Iteration 28Q: 3 clusters Score -1.790629e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -17906436.000000 Penalty: 3909.023682
	Iteration 29Q: 3 clusters Score -1.790644e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139564 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -17906526.000000 Penalty: 3909.023682
	Iteration 30Q: 3 clusters Score -1.790653e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -17906640.000000 Penalty: 3909.023682
	Iteration 31Q: 3 clusters Score -1.790664e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -17906720.000000 Penalty: 3909.023682
	Iteration 32Q: 3 clusters Score -1.790672e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -17906808.000000 Penalty: 3909.023682
	Iteration 33Q: 3 clusters Score -1.790681e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -17906918.000000 Penalty: 3909.023682
	Iteration 34Q: 3 clusters Score -1.790692e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -17907010.000000 Penalty: 3909.023682
	Iteration 35Q: 3 clusters Score -1.790701e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -17907078.000000 Penalty: 3909.023682
	Iteration 36Q: 3 clusters Score -1.790708e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145042 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -17907136.000000 Penalty: 3909.023682
	Iteration 37Q: 3 clusters Score -1.790714e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -17907186.000000 Penalty: 3909.023682
	Iteration 38Q: 3 clusters Score -1.790719e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146447 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -17907252.000000 Penalty: 3909.023682
	Iteration 39Q: 3 clusters Score -1.790725e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -17907382.000000 Penalty: 3909.023682
	Iteration 40F: 3 clusters Score -1.790738e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -17907436.000000 Penalty: 3909.023682
	Iteration 41Q: 3 clusters Score -1.790744e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -17907516.000000 Penalty: 3909.023682
	Iteration 42Q: 3 clusters Score -1.790752e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -17907594.000000 Penalty: 3909.023682
	Iteration 43Q: 3 clusters Score -1.790759e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -17907718.000000 Penalty: 3909.023682
	Iteration 44Q: 3 clusters Score -1.790772e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -17907782.000000 Penalty: 3909.023682
	Iteration 45Q: 3 clusters Score -1.790778e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -17907798.000000 Penalty: 3909.023682
	Iteration 46Q: 3 clusters Score -1.79078e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151928 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -17907844.000000 Penalty: 3909.023682
	Iteration 47Q: 3 clusters Score -1.790784e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -17907848.000000 Penalty: 3909.023682
	Iteration 48Q: 3 clusters Score -1.790785e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -17907830.000000 Penalty: 3909.023682
	Iteration 49Q: 3 clusters Score -1.790783e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -17907910.000000 Penalty: 3909.023682
	Iteration 50Q: 3 clusters Score -1.790791e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -17907984.000000 Penalty: 3909.023682
	Iteration 51Q: 3 clusters Score -1.790798e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -17908022.000000 Penalty: 3909.023682
	Iteration 52Q: 3 clusters Score -1.790802e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -17907980.000000 Penalty: 3909.023682
	Iteration 53Q: 3 clusters Score -1.790798e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -17907976.000000 Penalty: 3909.023682
	Iteration 54Q: 3 clusters Score -1.790798e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -17907964.000000 Penalty: 3909.023682
	Iteration 55Q: 3 clusters Score -1.790796e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -17907834.000000 Penalty: 3909.023682
	Iteration 56Q: 3 clusters Score -1.790783e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -17907796.000000 Penalty: 3909.023682
	Iteration 57Q: 3 clusters Score -1.79078e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -17907698.000000 Penalty: 3909.023682
	Iteration 58Q: 3 clusters Score -1.79077e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158074 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -17907616.000000 Penalty: 3909.023682
	Iteration 59Q: 3 clusters Score -1.790762e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -17907538.000000 Penalty: 3909.023682
	Iteration 60F: 3 clusters Score -1.790754e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -17907538.000000 Penalty: 3909.023682
	Iteration 61Q: 3 clusters Score -1.790754e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -17907440.000000 Penalty: 3909.023682
	Iteration 62Q: 3 clusters Score -1.790744e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -17907430.000000 Penalty: 3909.023682
	Iteration 63Q: 3 clusters Score -1.790743e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -17907336.000000 Penalty: 3909.023682
	Iteration 64Q: 3 clusters Score -1.790734e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -17907290.000000 Penalty: 3909.023682
	Iteration 65Q: 3 clusters Score -1.790729e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -17907266.000000 Penalty: 3909.023682
	Iteration 66Q: 3 clusters Score -1.790727e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160586 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -17907190.000000 Penalty: 3909.023682
	Iteration 67Q: 3 clusters Score -1.790719e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -17907168.000000 Penalty: 3909.023682
	Iteration 68Q: 3 clusters Score -1.790717e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161152 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -17907160.000000 Penalty: 3909.023682
	Iteration 69Q: 3 clusters Score -1.790716e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -17907056.000000 Penalty: 3909.023682
	Iteration 70Q: 3 clusters Score -1.790706e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161738 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -17906982.000000 Penalty: 3909.023682
	Iteration 71Q: 3 clusters Score -1.790698e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -17906922.000000 Penalty: 3909.023682
	Iteration 72Q: 3 clusters Score -1.790692e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -17906912.000000 Penalty: 3909.023682
	Iteration 73Q: 3 clusters Score -1.790691e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -17906894.000000 Penalty: 3909.023682
	Iteration 74Q: 3 clusters Score -1.790689e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -17906862.000000 Penalty: 3909.023682
	Iteration 75Q: 3 clusters Score -1.790686e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -17906816.000000 Penalty: 3909.023682
	Iteration 76Q: 3 clusters Score -1.790682e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -17906770.000000 Penalty: 3909.023682
	Iteration 77Q: 3 clusters Score -1.790677e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163105 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -17906744.000000 Penalty: 3909.023682
	Iteration 78Q: 3 clusters Score -1.790674e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -17906752.000000 Penalty: 3909.023682
	Iteration 79Q: 3 clusters Score -1.790675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163367 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -17906728.000000 Penalty: 3909.023682
	Iteration 80F: 3 clusters Score -1.790673e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -17906742.000000 Penalty: 3909.023682
	Iteration 81Q: 3 clusters Score -1.790674e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -17906734.000000 Penalty: 3909.023682
	Iteration 82Q: 3 clusters Score -1.790673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163730 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -17906716.000000 Penalty: 3909.023682
	Iteration 83Q: 3 clusters Score -1.790672e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -17906672.000000 Penalty: 3909.023682
	Iteration 84Q: 3 clusters Score -1.790667e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -17906630.000000 Penalty: 3909.023682
	Iteration 85Q: 3 clusters Score -1.790663e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -17906592.000000 Penalty: 3909.023682
	Iteration 86Q: 3 clusters Score -1.790659e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -17906558.000000 Penalty: 3909.023682
	Iteration 87Q: 3 clusters Score -1.790656e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -17906534.000000 Penalty: 3909.023682
	Iteration 88Q: 3 clusters Score -1.790653e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -17906548.000000 Penalty: 3909.023682
	Iteration 89Q: 3 clusters Score -1.790655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -17906524.000000 Penalty: 3909.023682
	Iteration 90Q: 3 clusters Score -1.790652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -17906490.000000 Penalty: 3909.023682
	Iteration 91Q: 3 clusters Score -1.790649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -17906496.000000 Penalty: 3909.023682
	Iteration 92Q: 3 clusters Score -1.79065e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164540 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -17906464.000000 Penalty: 3909.023682
	Iteration 93Q: 3 clusters Score -1.790646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -17906452.000000 Penalty: 3909.023682
	Iteration 94Q: 3 clusters Score -1.790645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164660 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -17906452.000000 Penalty: 3909.023682
	Iteration 95Q: 3 clusters Score -1.790645e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -17906454.000000 Penalty: 3909.023682
	Iteration 96Q: 3 clusters Score -1.790645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -17906434.000000 Penalty: 3909.023682
	Iteration 97Q: 3 clusters Score -1.790643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -17906418.000000 Penalty: 3909.023682
	Iteration 98Q: 3 clusters Score -1.790642e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -17906374.000000 Penalty: 3909.023682
	Iteration 99Q: 3 clusters Score -1.790637e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -17906384.000000 Penalty: 3909.023682
	Iteration 100F: 3 clusters Score -1.790638e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -17906360.000000 Penalty: 3909.023682
	Iteration 101Q: 3 clusters Score -1.790636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17906342.000000 Penalty: 3909.023682
	Iteration 102Q: 3 clusters Score -1.790634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17906330.000000 Penalty: 3909.023682
	Iteration 103Q: 3 clusters Score -1.790633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -17906318.000000 Penalty: 3909.023682
	Iteration 104Q: 3 clusters Score -1.790632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -17906300.000000 Penalty: 3909.023682
	Iteration 105Q: 3 clusters Score -1.79063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17906288.000000 Penalty: 3909.023682
	Iteration 106Q: 3 clusters Score -1.790629e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17906268.000000 Penalty: 3909.023682
	Iteration 107Q: 3 clusters Score -1.790627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17906282.000000 Penalty: 3909.023682
	Iteration 108Q: 3 clusters Score -1.790628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17906278.000000 Penalty: 3909.023682
	Iteration 109Q: 3 clusters Score -1.790628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17906276.000000 Penalty: 3909.023682
	Iteration 110Q: 3 clusters Score -1.790628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17906264.000000 Penalty: 3909.023682
	Iteration 111Q: 3 clusters Score -1.790626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17906250.000000 Penalty: 3909.023682
	Iteration 112Q: 3 clusters Score -1.790625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -17906236.000000 Penalty: 3909.023682
	Iteration 113Q: 3 clusters Score -1.790624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17906252.000000 Penalty: 3909.023682
	Iteration 114Q: 3 clusters Score -1.790625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17906244.000000 Penalty: 3909.023682
	Iteration 115Q: 3 clusters Score -1.790624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17906244.000000 Penalty: 3909.023682
	Iteration 116Q: 3 clusters Score -1.790624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17906242.000000 Penalty: 3909.023682
	Iteration 117Q: 3 clusters Score -1.790624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17906232.000000 Penalty: 3909.023682
	Iteration 118Q: 3 clusters Score -1.790623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17906224.000000 Penalty: 3909.023682
	Iteration 119Q: 3 clusters Score -1.790622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -17906214.000000 Penalty: 3909.023682
	Iteration 120F: 3 clusters Score -1.790621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17906190.000000 Penalty: 3909.023682
	Iteration 121Q: 3 clusters Score -1.790619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17906182.000000 Penalty: 3909.023682
	Iteration 122Q: 3 clusters Score -1.790618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -17906168.000000 Penalty: 3909.023682
	Iteration 123Q: 3 clusters Score -1.790617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -17906170.000000 Penalty: 3909.023682
	Iteration 124Q: 3 clusters Score -1.790617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17906164.000000 Penalty: 3909.023682
	Iteration 125Q: 3 clusters Score -1.790616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -17906162.000000 Penalty: 3909.023682
	Iteration 126Q: 3 clusters Score -1.790616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17906170.000000 Penalty: 3909.023682
	Iteration 127Q: 3 clusters Score -1.790617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17906172.000000 Penalty: 3909.023682
	Iteration 128Q: 3 clusters Score -1.790617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17906162.000000 Penalty: 3909.023682
	Iteration 129Q: 3 clusters Score -1.790616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17906156.000000 Penalty: 3909.023682
	Iteration 130Q: 3 clusters Score -1.790616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -17906150.000000 Penalty: 3909.023682
	Iteration 131Q: 3 clusters Score -1.790615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17906124.000000 Penalty: 3909.023682
	Iteration 132Q: 3 clusters Score -1.790612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17906144.000000 Penalty: 3909.023682
	Iteration 133Q: 3 clusters Score -1.790614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165621 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17906138.000000 Penalty: 3909.023682
	Iteration 134Q: 3 clusters Score -1.790614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165632 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -17906142.000000 Penalty: 3909.023682
	Iteration 135Q: 3 clusters Score -1.790614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -17906128.000000 Penalty: 3909.023682
	Iteration 136Q: 3 clusters Score -1.790613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -17906132.000000 Penalty: 3909.023682
	Iteration 137Q: 3 clusters Score -1.790613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -17906130.000000 Penalty: 3909.023682
	Iteration 138Q: 3 clusters Score -1.790613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17906128.000000 Penalty: 3909.023682
	Iteration 139Q: 3 clusters Score -1.790613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165670 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -17906130.000000 Penalty: 3909.023682
	Iteration 140F: 3 clusters Score -1.790613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -17906134.000000 Penalty: 3909.023682
	Iteration 141Q: 3 clusters Score -1.790613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165694 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -17906142.000000 Penalty: 3909.023682
	Iteration 142Q: 3 clusters Score -1.790614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17906142.000000 Penalty: 3909.023682
	Iteration 143Q: 3 clusters Score -1.790614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -17906150.000000 Penalty: 3909.023682
	Iteration 144Q: 3 clusters Score -1.790615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -17906162.000000 Penalty: 3909.023682
	Iteration 145Q: 3 clusters Score -1.790616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -17906160.000000 Penalty: 3909.023682
	Iteration 146Q: 3 clusters Score -1.790616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -17906142.000000 Penalty: 3909.023682
	Iteration 147Q: 3 clusters Score -1.790614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165778 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -17906136.000000 Penalty: 3909.023682
	Iteration 148Q: 3 clusters Score -1.790614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17906138.000000 Penalty: 3909.023682
	Iteration 149Q: 3 clusters Score -1.790614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165795 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17906148.000000 Penalty: 3909.023682
	Iteration 150Q: 3 clusters Score -1.790615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -17906154.000000 Penalty: 3909.023682
	Iteration 151Q: 3 clusters Score -1.790615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165804 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -17906142.000000 Penalty: 3909.023682
	Iteration 152Q: 3 clusters Score -1.790614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17906136.000000 Penalty: 3909.023682
	Iteration 153Q: 3 clusters Score -1.790614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17906138.000000 Penalty: 3909.023682
	Iteration 154Q: 3 clusters Score -1.790614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17906138.000000 Penalty: 3909.023682
	Iteration 155F: 3 clusters Score -1.790614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -281578.437500 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -281578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -279041.312500 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -279041.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -279621.531250 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -279621.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -279772.625000 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -279772.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -279860.593750 Penalty: 2568.068115
	Iteration 3F: 3 clusters Score -279860.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279924.656250 Penalty: 2568.068115
	Iteration 4Q: 3 clusters Score -279924.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -279979.093750 Penalty: 2568.068115
	Iteration 5Q: 3 clusters Score -279979.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -280017.218750 Penalty: 2568.068115
	Iteration 6Q: 3 clusters Score -280017.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280055.062500 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -280055.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280092.812500 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -280092.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -280141.906250 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -280141.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280201.125000 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -280201.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280258.875000 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -280258.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -280327.937500 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -280327.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280375.843750 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -280375.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -280412.750000 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -280412.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -280438.187500 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -280438.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -280468.156250 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -280468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -280486.937500 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -280486.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -280506.562500 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -280506.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -280523.218750 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -280523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -280535.000000 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -280535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -280546.468750 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -280546.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -280555.406250 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -280555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280568.625000 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -280568.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -280580.031250 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -280580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -280595.562500 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -280595.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -280620.187500 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -280620.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -280652.062500 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -280652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -280674.375000 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -280674.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280698.781250 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -280698.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -280716.750000 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -280716.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -280727.375000 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -280727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -280734.062500 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -280734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -280739.625000 Penalty: 2568.068115
	Iteration 33Q: 3 clusters Score -280739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -280743.218750 Penalty: 2568.068115
	Iteration 34Q: 3 clusters Score -280743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -280746.531250 Penalty: 2568.068115
	Iteration 35Q: 3 clusters Score -280746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -280749.687500 Penalty: 2568.068115
	Iteration 36Q: 3 clusters Score -280749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -280752.625000 Penalty: 2568.068115
	Iteration 37Q: 3 clusters Score -280752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -280758.812500 Penalty: 2568.068115
	Iteration 38Q: 3 clusters Score -280758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -280763.968750 Penalty: 2568.068115
	Iteration 39Q: 3 clusters Score -280764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -280768.312500 Penalty: 2568.068115
	Iteration 40F: 3 clusters Score -280768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -280774.437500 Penalty: 2568.068115
	Iteration 41Q: 3 clusters Score -280774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280777.250000 Penalty: 2568.068115
	Iteration 42Q: 3 clusters Score -280777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280781.031250 Penalty: 2568.068115
	Iteration 43Q: 3 clusters Score -280781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280785.906250 Penalty: 2568.068115
	Iteration 44Q: 3 clusters Score -280785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -280790.531250 Penalty: 2568.068115
	Iteration 45Q: 3 clusters Score -280790.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -280795.281250 Penalty: 2568.068115
	Iteration 46Q: 3 clusters Score -280795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -280800.843750 Penalty: 2568.068115
	Iteration 47Q: 3 clusters Score -280800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -280805.812500 Penalty: 2568.068115
	Iteration 48Q: 3 clusters Score -280805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280811.718750 Penalty: 2568.068115
	Iteration 49Q: 3 clusters Score -280811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -280816.125000 Penalty: 2568.068115
	Iteration 50Q: 3 clusters Score -280816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -280818.093750 Penalty: 2568.068115
	Iteration 51Q: 3 clusters Score -280818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -280820.125000 Penalty: 2568.068115
	Iteration 52Q: 3 clusters Score -280820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280821.093750 Penalty: 2568.068115
	Iteration 53Q: 3 clusters Score -280821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280822.500000 Penalty: 2568.068115
	Iteration 54Q: 3 clusters Score -280822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280824.000000 Penalty: 2568.068115
	Iteration 55Q: 3 clusters Score -280824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -280826.156250 Penalty: 2568.068115
	Iteration 56Q: 3 clusters Score -280826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280827.937500 Penalty: 2568.068115
	Iteration 57Q: 3 clusters Score -280827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280827.781250 Penalty: 2568.068115
	Iteration 58Q: 3 clusters Score -280827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280827.781250 Penalty: 2568.068115
	Iteration 59F: 3 clusters Score -280827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (262924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262924 members 
Entering Unmasked Estep 
Score: -27900076.000000 Penalty: 2027.938232
	Iteration 0F: 2 clusters Score -2.790008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -27735608.000000 Penalty: 4055.876465
	Iteration 0F: 3 clusters Score -2.773561e+07 nChanged 127812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -27811702.000000 Penalty: 4055.876465
	Iteration 1F: 3 clusters Score -2.78117e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 137824 members 
Entering Unmasked Estep 
Score: -27813632.000000 Penalty: 4055.876465
	Iteration 2Q: 3 clusters Score -2.781363e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -27816966.000000 Penalty: 4055.876465
	Iteration 3Q: 3 clusters Score -2.781697e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -27822038.000000 Penalty: 4055.876465
	Iteration 4Q: 3 clusters Score -2.782204e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106172 members 
Mstep: Class 2 contains 156752 members 
Entering Unmasked Estep 
Score: -27830524.000000 Penalty: 4055.876465
	Iteration 5F: 3 clusters Score -2.783052e+07 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -27842312.000000 Penalty: 4055.876465
	Iteration 6F: 3 clusters Score -2.784231e+07 nChanged 19577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 182041 members 
Entering Unmasked Estep 
Score: -27857052.000000 Penalty: 4055.876465
	Iteration 7F: 3 clusters Score -2.785705e+07 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 194334 members 
Entering Unmasked Estep 
Score: -27869620.000000 Penalty: 4055.876465
	Iteration 8F: 3 clusters Score -2.786962e+07 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 203886 members 
Entering Unmasked Estep 
Score: -27877692.000000 Penalty: 4055.876465
	Iteration 9F: 3 clusters Score -2.787769e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 211102 members 
Entering Unmasked Estep 
Score: -27881666.000000 Penalty: 4055.876465
	Iteration 10Q: 3 clusters Score -2.788167e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 217222 members 
Entering Unmasked Estep 
Score: -27883830.000000 Penalty: 4055.876465
	Iteration 11Q: 3 clusters Score -2.788383e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 222823 members 
Entering Unmasked Estep 
Score: -27885474.000000 Penalty: 4055.876465
	Iteration 12Q: 3 clusters Score -2.788547e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 227976 members 
Entering Unmasked Estep 
Score: -27887050.000000 Penalty: 4055.876465
	Iteration 13Q: 3 clusters Score -2.788705e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 232683 members 
Entering Unmasked Estep 
Score: -27888444.000000 Penalty: 4055.876465
	Iteration 14Q: 3 clusters Score -2.788844e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 237028 members 
Entering Unmasked Estep 
Score: -27890042.000000 Penalty: 4055.876465
	Iteration 15Q: 3 clusters Score -2.789004e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 240921 members 
Entering Unmasked Estep 
Score: -27891378.000000 Penalty: 4055.876465
	Iteration 16Q: 3 clusters Score -2.789138e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 244486 members 
Entering Unmasked Estep 
Score: -27893068.000000 Penalty: 4055.876465
	Iteration 17Q: 3 clusters Score -2.789307e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 247772 members 
Entering Unmasked Estep 
Score: -27894602.000000 Penalty: 4055.876465
	Iteration 18Q: 3 clusters Score -2.78946e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 250793 members 
Entering Unmasked Estep 
Score: -27895770.000000 Penalty: 4055.876465
	Iteration 19Q: 3 clusters Score -2.789577e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 253318 members 
Entering Unmasked Estep 
Score: -27896578.000000 Penalty: 4055.876465
	Iteration 20F: 3 clusters Score -2.789658e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 255302 members 
Entering Unmasked Estep 
Score: -27897244.000000 Penalty: 4055.876465
	Iteration 21Q: 3 clusters Score -2.789724e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 256850 members 
Entering Unmasked Estep 
Score: -27897790.000000 Penalty: 4055.876465
	Iteration 22Q: 3 clusters Score -2.789779e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 258113 members 
Entering Unmasked Estep 
Score: -27898238.000000 Penalty: 4055.876465
	Iteration 23Q: 3 clusters Score -2.789824e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 259085 members 
Entering Unmasked Estep 
Score: -27898504.000000 Penalty: 4055.876465
	Iteration 24Q: 3 clusters Score -2.78985e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 259798 members 
Entering Unmasked Estep 
Score: -27898700.000000 Penalty: 4055.876465
	Iteration 25Q: 3 clusters Score -2.78987e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 260354 members 
Entering Unmasked Estep 
Score: -27898796.000000 Penalty: 4055.876465
	Iteration 26Q: 3 clusters Score -2.78988e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 260754 members 
Entering Unmasked Estep 
Score: -27898834.000000 Penalty: 4055.876465
	Iteration 27Q: 3 clusters Score -2.789883e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 261028 members 
Entering Unmasked Estep 
Score: -27898904.000000 Penalty: 4055.876465
	Iteration 28Q: 3 clusters Score -2.78989e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 261255 members 
Entering Unmasked Estep 
Score: -27898934.000000 Penalty: 4055.876465
	Iteration 29Q: 3 clusters Score -2.789893e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 261403 members 
Entering Unmasked Estep 
Score: -27898980.000000 Penalty: 4055.876465
	Iteration 30Q: 3 clusters Score -2.789898e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 261505 members 
Entering Unmasked Estep 
Score: -27899000.000000 Penalty: 4055.876465
	Iteration 31Q: 3 clusters Score -2.7899e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 261587 members 
Entering Unmasked Estep 
Score: -27899052.000000 Penalty: 4055.876465
	Iteration 32Q: 3 clusters Score -2.789905e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 261669 members 
Entering Unmasked Estep 
Score: -27899056.000000 Penalty: 4055.876465
	Iteration 33Q: 3 clusters Score -2.789906e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 261733 members 
Entering Unmasked Estep 
Score: -27899018.000000 Penalty: 4055.876465
	Iteration 34Q: 3 clusters Score -2.789902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 261779 members 
Entering Unmasked Estep 
Score: -27899020.000000 Penalty: 4055.876465
	Iteration 35Q: 3 clusters Score -2.789902e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 261816 members 
Entering Unmasked Estep 
Score: -27899026.000000 Penalty: 4055.876465
	Iteration 36Q: 3 clusters Score -2.789903e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 261844 members 
Entering Unmasked Estep 
Score: -27899024.000000 Penalty: 4055.876465
	Iteration 37Q: 3 clusters Score -2.789902e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 261875 members 
Entering Unmasked Estep 
Score: -27899054.000000 Penalty: 4055.876465
	Iteration 38Q: 3 clusters Score -2.789905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 261900 members 
Entering Unmasked Estep 
Score: -27899062.000000 Penalty: 4055.876465
	Iteration 39Q: 3 clusters Score -2.789906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 261917 members 
Entering Unmasked Estep 
Score: -27899098.000000 Penalty: 4055.876465
	Iteration 40F: 3 clusters Score -2.78991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 261945 members 
Entering Unmasked Estep 
Score: -27899082.000000 Penalty: 4055.876465
	Iteration 41Q: 3 clusters Score -2.789908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 261967 members 
Entering Unmasked Estep 
Score: -27899092.000000 Penalty: 4055.876465
	Iteration 42Q: 3 clusters Score -2.789909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 261983 members 
Entering Unmasked Estep 
Score: -27899096.000000 Penalty: 4055.876465
	Iteration 43Q: 3 clusters Score -2.78991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 261996 members 
Entering Unmasked Estep 
Score: -27899060.000000 Penalty: 4055.876465
	Iteration 44Q: 3 clusters Score -2.789906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 262011 members 
Entering Unmasked Estep 
Score: -27899050.000000 Penalty: 4055.876465
	Iteration 45Q: 3 clusters Score -2.789905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 262026 members 
Entering Unmasked Estep 
Score: -27899018.000000 Penalty: 4055.876465
	Iteration 46Q: 3 clusters Score -2.789902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 262044 members 
Entering Unmasked Estep 
Score: -27899048.000000 Penalty: 4055.876465
	Iteration 47Q: 3 clusters Score -2.789905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 262063 members 
Entering Unmasked Estep 
Score: -27899034.000000 Penalty: 4055.876465
	Iteration 48Q: 3 clusters Score -2.789903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 262071 members 
Entering Unmasked Estep 
Score: -27899062.000000 Penalty: 4055.876465
	Iteration 49Q: 3 clusters Score -2.789906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 262079 members 
Entering Unmasked Estep 
Score: -27899050.000000 Penalty: 4055.876465
	Iteration 50Q: 3 clusters Score -2.789905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 262082 members 
Entering Unmasked Estep 
Score: -27899046.000000 Penalty: 4055.876465
	Iteration 51Q: 3 clusters Score -2.789905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 262084 members 
Entering Unmasked Estep 
Score: -27899038.000000 Penalty: 4055.876465
	Iteration 52Q: 3 clusters Score -2.789904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 262087 members 
Entering Unmasked Estep 
Score: -27899022.000000 Penalty: 4055.876465
	Iteration 53Q: 3 clusters Score -2.789902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 262088 members 
Entering Unmasked Estep 
Score: -27899026.000000 Penalty: 4055.876465
	Iteration 54Q: 3 clusters Score -2.789903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 262087 members 
Entering Unmasked Estep 
Score: -27899022.000000 Penalty: 4055.876465
	Iteration 55Q: 3 clusters Score -2.789902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 262087 members 
Entering Unmasked Estep 
Score: -27899022.000000 Penalty: 4055.876465
	Iteration 56F: 3 clusters Score -2.789902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Entering Unmasked Estep 
Score: -17599944.000000 Penalty: 1951.893188
	Iteration 0F: 2 clusters Score -1.759994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -17493214.000000 Penalty: 3903.786377
	Iteration 0F: 3 clusters Score -1.749321e+07 nChanged 79572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -17542002.000000 Penalty: 3903.786377
	Iteration 1F: 3 clusters Score -1.7542e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -17545496.000000 Penalty: 3903.786377
	Iteration 2Q: 3 clusters Score -1.75455e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -17550842.000000 Penalty: 3903.786377
	Iteration 3F: 3 clusters Score -1.755084e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -17558440.000000 Penalty: 3903.786377
	Iteration 4F: 3 clusters Score -1.755844e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -17567848.000000 Penalty: 3903.786377
	Iteration 5F: 3 clusters Score -1.756785e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114060 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -17577468.000000 Penalty: 3903.786377
	Iteration 6F: 3 clusters Score -1.757747e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -17584208.000000 Penalty: 3903.786377
	Iteration 7F: 3 clusters Score -1.758421e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120194 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -17587106.000000 Penalty: 3903.786377
	Iteration 8Q: 3 clusters Score -1.758711e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -17588282.000000 Penalty: 3903.786377
	Iteration 9Q: 3 clusters Score -1.758828e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124709 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -17589024.000000 Penalty: 3903.786377
	Iteration 10Q: 3 clusters Score -1.758902e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -17589704.000000 Penalty: 3903.786377
	Iteration 11Q: 3 clusters Score -1.75897e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -17590338.000000 Penalty: 3903.786377
	Iteration 12Q: 3 clusters Score -1.759034e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -17590784.000000 Penalty: 3903.786377
	Iteration 13Q: 3 clusters Score -1.759078e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -17591358.000000 Penalty: 3903.786377
	Iteration 14Q: 3 clusters Score -1.759136e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135235 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -17591788.000000 Penalty: 3903.786377
	Iteration 15Q: 3 clusters Score -1.759179e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -17592240.000000 Penalty: 3903.786377
	Iteration 16Q: 3 clusters Score -1.759224e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -17592836.000000 Penalty: 3903.786377
	Iteration 17Q: 3 clusters Score -1.759284e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -17593366.000000 Penalty: 3903.786377
	Iteration 18Q: 3 clusters Score -1.759337e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -17593860.000000 Penalty: 3903.786377
	Iteration 19Q: 3 clusters Score -1.759386e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -17594424.000000 Penalty: 3903.786377
	Iteration 20F: 3 clusters Score -1.759442e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -17594976.000000 Penalty: 3903.786377
	Iteration 21Q: 3 clusters Score -1.759498e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -17595384.000000 Penalty: 3903.786377
	Iteration 22Q: 3 clusters Score -1.759538e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -17595690.000000 Penalty: 3903.786377
	Iteration 23Q: 3 clusters Score -1.759569e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151941 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -17595916.000000 Penalty: 3903.786377
	Iteration 24Q: 3 clusters Score -1.759592e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -17596170.000000 Penalty: 3903.786377
	Iteration 25Q: 3 clusters Score -1.759617e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -17596492.000000 Penalty: 3903.786377
	Iteration 26Q: 3 clusters Score -1.759649e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -17596714.000000 Penalty: 3903.786377
	Iteration 27Q: 3 clusters Score -1.759671e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -17596890.000000 Penalty: 3903.786377
	Iteration 28Q: 3 clusters Score -1.759689e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -17597038.000000 Penalty: 3903.786377
	Iteration 29Q: 3 clusters Score -1.759704e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -17597202.000000 Penalty: 3903.786377
	Iteration 30Q: 3 clusters Score -1.75972e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -17597376.000000 Penalty: 3903.786377
	Iteration 31Q: 3 clusters Score -1.759738e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -17597548.000000 Penalty: 3903.786377
	Iteration 32Q: 3 clusters Score -1.759755e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -17597678.000000 Penalty: 3903.786377
	Iteration 33Q: 3 clusters Score -1.759768e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160415 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -17597752.000000 Penalty: 3903.786377
	Iteration 34Q: 3 clusters Score -1.759775e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -17597848.000000 Penalty: 3903.786377
	Iteration 35Q: 3 clusters Score -1.759785e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -17597942.000000 Penalty: 3903.786377
	Iteration 36Q: 3 clusters Score -1.759794e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161296 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -17598006.000000 Penalty: 3903.786377
	Iteration 37Q: 3 clusters Score -1.759801e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161489 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -17598068.000000 Penalty: 3903.786377
	Iteration 38Q: 3 clusters Score -1.759807e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17598136.000000 Penalty: 3903.786377
	Iteration 39Q: 3 clusters Score -1.759814e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -17598206.000000 Penalty: 3903.786377
	Iteration 40F: 3 clusters Score -1.759821e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17598218.000000 Penalty: 3903.786377
	Iteration 41Q: 3 clusters Score -1.759822e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -17598282.000000 Penalty: 3903.786377
	Iteration 42Q: 3 clusters Score -1.759828e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162103 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -17598312.000000 Penalty: 3903.786377
	Iteration 43Q: 3 clusters Score -1.759831e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162181 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -17598370.000000 Penalty: 3903.786377
	Iteration 44Q: 3 clusters Score -1.759837e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162222 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -17598366.000000 Penalty: 3903.786377
	Iteration 45Q: 3 clusters Score -1.759837e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162272 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -17598384.000000 Penalty: 3903.786377
	Iteration 46Q: 3 clusters Score -1.759838e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -17598400.000000 Penalty: 3903.786377
	Iteration 47Q: 3 clusters Score -1.75984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162381 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17598436.000000 Penalty: 3903.786377
	Iteration 48Q: 3 clusters Score -1.759844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -17598442.000000 Penalty: 3903.786377
	Iteration 49Q: 3 clusters Score -1.759844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -17598436.000000 Penalty: 3903.786377
	Iteration 50Q: 3 clusters Score -1.759844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17598442.000000 Penalty: 3903.786377
	Iteration 51Q: 3 clusters Score -1.759844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162515 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -17598444.000000 Penalty: 3903.786377
	Iteration 52Q: 3 clusters Score -1.759844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17598448.000000 Penalty: 3903.786377
	Iteration 53Q: 3 clusters Score -1.759845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162548 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17598454.000000 Penalty: 3903.786377
	Iteration 54Q: 3 clusters Score -1.759845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17598464.000000 Penalty: 3903.786377
	Iteration 55Q: 3 clusters Score -1.759846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -17598488.000000 Penalty: 3903.786377
	Iteration 56Q: 3 clusters Score -1.759849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162593 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17598490.000000 Penalty: 3903.786377
	Iteration 57Q: 3 clusters Score -1.759849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -17598478.000000 Penalty: 3903.786377
	Iteration 58Q: 3 clusters Score -1.759848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17598484.000000 Penalty: 3903.786377
	Iteration 59Q: 3 clusters Score -1.759848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162611 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -17598488.000000 Penalty: 3903.786377
	Iteration 60F: 3 clusters Score -1.759849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162625 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17598500.000000 Penalty: 3903.786377
	Iteration 61Q: 3 clusters Score -1.75985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162637 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -17598510.000000 Penalty: 3903.786377
	Iteration 62Q: 3 clusters Score -1.759851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -17598512.000000 Penalty: 3903.786377
	Iteration 63Q: 3 clusters Score -1.759851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162650 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17598522.000000 Penalty: 3903.786377
	Iteration 64Q: 3 clusters Score -1.759852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17598524.000000 Penalty: 3903.786377
	Iteration 65Q: 3 clusters Score -1.759852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162673 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17598520.000000 Penalty: 3903.786377
	Iteration 66Q: 3 clusters Score -1.759852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162679 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17598524.000000 Penalty: 3903.786377
	Iteration 67Q: 3 clusters Score -1.759852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17598530.000000 Penalty: 3903.786377
	Iteration 68Q: 3 clusters Score -1.759853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17598528.000000 Penalty: 3903.786377
	Iteration 69Q: 3 clusters Score -1.759853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17598528.000000 Penalty: 3903.786377
	Iteration 70Q: 3 clusters Score -1.759853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -17598544.000000 Penalty: 3903.786377
	Iteration 71Q: 3 clusters Score -1.759854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162692 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -17598536.000000 Penalty: 3903.786377
	Iteration 72Q: 3 clusters Score -1.759854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17598530.000000 Penalty: 3903.786377
	Iteration 73Q: 3 clusters Score -1.759853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17598536.000000 Penalty: 3903.786377
	Iteration 74Q: 3 clusters Score -1.759854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162702 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17598528.000000 Penalty: 3903.786377
	Iteration 75Q: 3 clusters Score -1.759853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -17598544.000000 Penalty: 3903.786377
	Iteration 76Q: 3 clusters Score -1.759854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162709 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17598542.000000 Penalty: 3903.786377
	Iteration 77Q: 3 clusters Score -1.759854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17598542.000000 Penalty: 3903.786377
	Iteration 78Q: 3 clusters Score -1.759854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17598548.000000 Penalty: 3903.786377
	Iteration 79Q: 3 clusters Score -1.759855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162713 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17598548.000000 Penalty: 3903.786377
	Iteration 80F: 3 clusters Score -1.759855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12411 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26113 members 
Mstep: Class 6 contains 55418 members 
Mstep: Class 7 contains 13452 members 
Mstep: Class 8 contains 13116 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 67148 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167337 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 262924 members 
Mstep: Class 19 contains 164662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475120.000000 Penalty: 37579.566406
Iteration 159Q: 18 clusters Score -8.447512e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26114 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 13111 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 67145 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167319 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 263137 members 
Mstep: Class 19 contains 164642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475272.000000 Penalty: 37579.566406
Iteration 160F: 18 clusters Score -8.447527e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 12075 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26113 members 
Mstep: Class 6 contains 55425 members 
Mstep: Class 7 contains 13457 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 9 contains 2916 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 67128 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167295 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 263369 members 
Mstep: Class 19 contains 164613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475432.000000 Penalty: 37579.566406
Iteration 161Q: 18 clusters Score -8.447543e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11880 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26114 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 13457 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 67118 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167238 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 263689 members 
Mstep: Class 19 contains 164556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475688.000000 Penalty: 37579.566406
Iteration 162Q: 18 clusters Score -8.447569e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11660 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26117 members 
Mstep: Class 6 contains 55429 members 
Mstep: Class 7 contains 13455 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 67109 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167193 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 264043 members 
Mstep: Class 19 contains 164478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476088.000000 Penalty: 37579.566406
Iteration 163Q: 18 clusters Score -8.447609e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26129 members 
Mstep: Class 6 contains 55443 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 13097 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 67091 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167101 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 264395 members 
Mstep: Class 19 contains 164409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476800.000000 Penalty: 37579.566406
Iteration 164Q: 18 clusters Score -8.44768e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11312 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 26132 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 13082 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 67068 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 167006 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 264736 members 
Mstep: Class 19 contains 164353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476984.000000 Penalty: 37579.566406
Iteration 165Q: 18 clusters Score -8.447698e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 55475 members 
Mstep: Class 7 contains 13456 members 
Mstep: Class 8 contains 13076 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 67064 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 166919 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 265051 members 
Mstep: Class 19 contains 164233 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 18 clusters Score -8.44775e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11137 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26145 members 
Mstep: Class 6 contains 55479 members 
Mstep: Class 7 contains 13456 members 
Mstep: Class 8 contains 13070 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 67053 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 166796 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 265330 members 
Mstep: Class 19 contains 164142 members 
Entering Unmasked Estep 
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Iteration 167Q: 18 clusters Score -8.447782e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11137 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26151 members 
Mstep: Class 6 contains 55486 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 67055 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 166692 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 265570 members 
Mstep: Class 19 contains 163991 members 
Entering Unmasked Estep 
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Iteration 168Q: 18 clusters Score -8.447828e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26148 members 
Mstep: Class 6 contains 55493 members 
Mstep: Class 7 contains 13459 members 
Mstep: Class 8 contains 13056 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 67048 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 166593 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 265773 members 
Mstep: Class 19 contains 163848 members 
Entering Unmasked Estep 
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Iteration 169Q: 18 clusters Score -8.44787e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11216 members 
Mstep: Class 4 contains 129 members 
Mstep: Class 5 contains 26151 members 
Mstep: Class 6 contains 55505 members 
Mstep: Class 7 contains 13462 members 
Mstep: Class 8 contains 13058 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 67040 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 166480 members 
Mstep: Class 16 contains 2670 members 
Mstep: Class 17 contains 265962 members 
Mstep: Class 19 contains 163719 members 
Entering Unmasked Estep 
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Iteration 170Q: 18 clusters Score -8.447889e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26152 members 
Mstep: Class 6 contains 55518 members 
Mstep: Class 7 contains 13459 members 
Mstep: Class 8 contains 13053 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 67014 members 
Mstep: Class 14 contains 108 members 
Mstep: Class 15 contains 166392 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 266093 members 
Mstep: Class 19 contains 163637 members 
Entering Unmasked Estep 
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Iteration 171Q: 18 clusters Score -8.447895e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26167 members 
Mstep: Class 6 contains 55534 members 
Mstep: Class 7 contains 13459 members 
Mstep: Class 8 contains 13050 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 4842 members 
Mstep: Class 13 contains 66999 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 166297 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 266235 members 
Mstep: Class 19 contains 163519 members 
Entering Unmasked Estep 
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Iteration 172Q: 18 clusters Score -8.447884e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 104 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26179 members 
Mstep: Class 6 contains 55531 members 
Mstep: Class 7 contains 13460 members 
Mstep: Class 8 contains 13044 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 66986 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 166216 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 266390 members 
Mstep: Class 19 contains 163404 members 
Entering Unmasked Estep 
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Iteration 173Q: 18 clusters Score -8.447909e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11402 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 55544 members 
Mstep: Class 7 contains 13461 members 
Mstep: Class 8 contains 13035 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 66966 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 166146 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 266508 members 
Mstep: Class 19 contains 163316 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -8.44791e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 55549 members 
Mstep: Class 7 contains 13463 members 
Mstep: Class 8 contains 13033 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 66930 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 166135 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 266599 members 
Mstep: Class 19 contains 163227 members 
Entering Unmasked Estep 
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Iteration 175Q: 18 clusters Score -8.447918e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11448 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26231 members 
Mstep: Class 6 contains 55547 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 13031 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 66896 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166131 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 266654 members 
Mstep: Class 19 contains 163173 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -8.447921e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11472 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 55550 members 
Mstep: Class 7 contains 13467 members 
Mstep: Class 8 contains 13031 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 66874 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166141 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 266649 members 
Mstep: Class 19 contains 163148 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -8.447924e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26259 members 
Mstep: Class 6 contains 55541 members 
Mstep: Class 7 contains 13470 members 
Mstep: Class 8 contains 13027 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 66871 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166148 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266634 members 
Mstep: Class 19 contains 163145 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -8.447929e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26269 members 
Mstep: Class 6 contains 55538 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 13025 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166127 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266606 members 
Mstep: Class 19 contains 163161 members 
Entering Unmasked Estep 
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Iteration 179Q: 18 clusters Score -8.447939e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26277 members 
Mstep: Class 6 contains 55527 members 
Mstep: Class 7 contains 13475 members 
Mstep: Class 8 contains 13023 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 66842 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166117 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 266614 members 
Mstep: Class 19 contains 163175 members 
Entering Unmasked Estep 
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Iteration 180F: 18 clusters Score -8.447942e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11554 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26292 members 
Mstep: Class 6 contains 55521 members 
Mstep: Class 7 contains 13476 members 
Mstep: Class 8 contains 13020 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 66832 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166091 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266625 members 
Mstep: Class 19 contains 163166 members 
Entering Unmasked Estep 
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Iteration 181Q: 18 clusters Score -8.447928e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26302 members 
Mstep: Class 6 contains 55521 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 13021 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 66823 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166066 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266647 members 
Mstep: Class 19 contains 163146 members 
Entering Unmasked Estep 
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Iteration 182Q: 18 clusters Score -8.447938e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11582 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26304 members 
Mstep: Class 6 contains 55517 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 13020 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 66812 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166044 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266678 members 
Mstep: Class 19 contains 163137 members 
Entering Unmasked Estep 
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Iteration 183Q: 18 clusters Score -8.447945e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26313 members 
Mstep: Class 6 contains 55511 members 
Mstep: Class 7 contains 13477 members 
Mstep: Class 8 contains 13015 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 66805 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 166008 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 266715 members 
Mstep: Class 19 contains 163135 members 
Entering Unmasked Estep 
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Iteration 184Q: 18 clusters Score -8.447952e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26322 members 
Mstep: Class 6 contains 55507 members 
Mstep: Class 7 contains 13474 members 
Mstep: Class 8 contains 13014 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 66801 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165964 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 266747 members 
Mstep: Class 19 contains 163147 members 
Entering Unmasked Estep 
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Iteration 185Q: 18 clusters Score -8.447954e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26327 members 
Mstep: Class 6 contains 55510 members 
Mstep: Class 7 contains 13477 members 
Mstep: Class 8 contains 13011 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 66786 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165921 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 266804 members 
Mstep: Class 19 contains 163138 members 
Entering Unmasked Estep 
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Iteration 186Q: 18 clusters Score -8.447956e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11603 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26328 members 
Mstep: Class 6 contains 55516 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 13011 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 66777 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165883 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 266824 members 
Mstep: Class 19 contains 163144 members 
Entering Unmasked Estep 
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Iteration 187Q: 18 clusters Score -8.447964e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11614 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26335 members 
Mstep: Class 6 contains 55520 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 13011 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 66768 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165856 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 266855 members 
Mstep: Class 19 contains 163130 members 
Entering Unmasked Estep 
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Iteration 188Q: 18 clusters Score -8.447974e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26340 members 
Mstep: Class 6 contains 55521 members 
Mstep: Class 7 contains 13482 members 
Mstep: Class 8 contains 13005 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 66756 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165842 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 266877 members 
Mstep: Class 19 contains 163124 members 
Entering Unmasked Estep 
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Iteration 189Q: 18 clusters Score -8.447977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26346 members 
Mstep: Class 6 contains 55525 members 
Mstep: Class 7 contains 13483 members 
Mstep: Class 8 contains 13004 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 66745 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165816 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 266909 members 
Mstep: Class 19 contains 163110 members 
Entering Unmasked Estep 
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Iteration 190Q: 18 clusters Score -8.447986e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11646 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26350 members 
Mstep: Class 6 contains 55521 members 
Mstep: Class 7 contains 13483 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 66739 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165825 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 266932 members 
Mstep: Class 19 contains 163076 members 
Entering Unmasked Estep 
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Iteration 191Q: 18 clusters Score -8.447984e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26359 members 
Mstep: Class 6 contains 55524 members 
Mstep: Class 7 contains 13486 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 66735 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165818 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 266957 members 
Mstep: Class 19 contains 163038 members 
Entering Unmasked Estep 
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Iteration 192Q: 18 clusters Score -8.447994e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26364 members 
Mstep: Class 6 contains 55528 members 
Mstep: Class 7 contains 13487 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 66725 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165827 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 266969 members 
Mstep: Class 19 contains 163002 members 
Entering Unmasked Estep 
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Iteration 193Q: 18 clusters Score -8.44799e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26367 members 
Mstep: Class 6 contains 55527 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 66718 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165824 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 266980 members 
Mstep: Class 19 contains 162994 members 
Entering Unmasked Estep 
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Iteration 194Q: 18 clusters Score -8.447995e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11693 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26365 members 
Mstep: Class 6 contains 55529 members 
Mstep: Class 7 contains 13504 members 
Mstep: Class 8 contains 13003 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 4835 members 
Mstep: Class 13 contains 66707 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165813 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 266997 members 
Mstep: Class 19 contains 162985 members 
Entering Unmasked Estep 
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Iteration 195Q: 18 clusters Score -8.448004e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26368 members 
Mstep: Class 6 contains 55528 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 13001 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 66695 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165809 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 267019 members 
Mstep: Class 19 contains 162969 members 
Entering Unmasked Estep 
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Iteration 196Q: 18 clusters Score -8.448015e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11704 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26373 members 
Mstep: Class 6 contains 55523 members 
Mstep: Class 7 contains 13512 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4836 members 
Mstep: Class 13 contains 66685 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165797 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 267058 members 
Mstep: Class 19 contains 162943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480072.000000 Penalty: 37579.566406
Iteration 197Q: 18 clusters Score -8.448007e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11703 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26372 members 
Mstep: Class 6 contains 55520 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 8 contains 12998 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4834 members 
Mstep: Class 13 contains 66679 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165780 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 267103 members 
Mstep: Class 19 contains 162923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480088.000000 Penalty: 37579.566406
Iteration 198Q: 18 clusters Score -8.448009e+07 nChanged 164
Entering ConstructFrom: 
Score: -84480088.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -1107345.000000 Penalty: 1506.394165
	Iteration 0F: 2 clusters Score -1107345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1099744.875000 Penalty: 3012.788330
	Iteration 0F: 3 clusters Score -1099745 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1102170.000000 Penalty: 3012.788330
	Iteration 1F: 3 clusters Score -1102170 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1102535.125000 Penalty: 3012.788330
	Iteration 2F: 3 clusters Score -1102535 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1102859.000000 Penalty: 3012.788330
	Iteration 3F: 3 clusters Score -1102859 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1103160.750000 Penalty: 3012.788330
	Iteration 4F: 3 clusters Score -1103161 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1103489.500000 Penalty: 3012.788330
	Iteration 5F: 3 clusters Score -1103490 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1103858.625000 Penalty: 3012.788330
	Iteration 6F: 3 clusters Score -1103859 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1104175.125000 Penalty: 3012.788330
	Iteration 7F: 3 clusters Score -1104175 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1104480.250000 Penalty: 3012.788330
	Iteration 8Q: 3 clusters Score -1104480 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1104803.125000 Penalty: 3012.788330
	Iteration 9Q: 3 clusters Score -1104803 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1105108.500000 Penalty: 3012.788330
	Iteration 10Q: 3 clusters Score -1105108 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1105347.125000 Penalty: 3012.788330
	Iteration 11Q: 3 clusters Score -1105347 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1105528.750000 Penalty: 3012.788330
	Iteration 12Q: 3 clusters Score -1105529 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1105706.000000 Penalty: 3012.788330
	Iteration 13Q: 3 clusters Score -1105706 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1105827.375000 Penalty: 3012.788330
	Iteration 14Q: 3 clusters Score -1105827 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1105923.875000 Penalty: 3012.788330
	Iteration 15Q: 3 clusters Score -1105924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1106000.625000 Penalty: 3012.788330
	Iteration 16Q: 3 clusters Score -1106001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1106070.750000 Penalty: 3012.788330
	Iteration 17Q: 3 clusters Score -1106071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1106122.500000 Penalty: 3012.788330
	Iteration 18Q: 3 clusters Score -1106122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1106155.000000 Penalty: 3012.788330
	Iteration 19Q: 3 clusters Score -1106155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1106184.625000 Penalty: 3012.788330
	Iteration 20F: 3 clusters Score -1106185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1106205.625000 Penalty: 3012.788330
	Iteration 21Q: 3 clusters Score -1106206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1106222.000000 Penalty: 3012.788330
	Iteration 22Q: 3 clusters Score -1106222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1106232.625000 Penalty: 3012.788330
	Iteration 23Q: 3 clusters Score -1106233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1106238.000000 Penalty: 3012.788330
	Iteration 24Q: 3 clusters Score -1106238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1106238.750000 Penalty: 3012.788330
	Iteration 25Q: 3 clusters Score -1106239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1106240.750000 Penalty: 3012.788330
	Iteration 26Q: 3 clusters Score -1106241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1106254.125000 Penalty: 3012.788330
	Iteration 27Q: 3 clusters Score -1106254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1106263.250000 Penalty: 3012.788330
	Iteration 28Q: 3 clusters Score -1106263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1106271.250000 Penalty: 3012.788330
	Iteration 29Q: 3 clusters Score -1106271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1106276.750000 Penalty: 3012.788330
	Iteration 30Q: 3 clusters Score -1106277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1106284.000000 Penalty: 3012.788330
	Iteration 31Q: 3 clusters Score -1106284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1106294.250000 Penalty: 3012.788330
	Iteration 32Q: 3 clusters Score -1106294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1106309.125000 Penalty: 3012.788330
	Iteration 33Q: 3 clusters Score -1106309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1106337.000000 Penalty: 3012.788330
	Iteration 34Q: 3 clusters Score -1106337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1106364.375000 Penalty: 3012.788330
	Iteration 35Q: 3 clusters Score -1106364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1106388.375000 Penalty: 3012.788330
	Iteration 36Q: 3 clusters Score -1106388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1106401.625000 Penalty: 3012.788330
	Iteration 37Q: 3 clusters Score -1106402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1106416.125000 Penalty: 3012.788330
	Iteration 38Q: 3 clusters Score -1106416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1106427.750000 Penalty: 3012.788330
	Iteration 39Q: 3 clusters Score -1106428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1106436.125000 Penalty: 3012.788330
	Iteration 40F: 3 clusters Score -1106436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1106446.750000 Penalty: 3012.788330
	Iteration 41Q: 3 clusters Score -1106447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1106449.875000 Penalty: 3012.788330
	Iteration 42Q: 3 clusters Score -1106450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1106455.375000 Penalty: 3012.788330
	Iteration 43Q: 3 clusters Score -1106455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1106456.500000 Penalty: 3012.788330
	Iteration 44Q: 3 clusters Score -1106456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1106455.875000 Penalty: 3012.788330
	Iteration 45Q: 3 clusters Score -1106456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1106455.875000 Penalty: 3012.788330
	Iteration 46F: 3 clusters Score -1106456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9655.422852 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9655.423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9100.678711 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9100.679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9131.405273 Penalty: 1512.537109
	Iteration 1F: 3 clusters Score -9131.405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1276819.375000 Penalty: 1522.276733
	Iteration 0F: 2 clusters Score -1276819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1268713.500000 Penalty: 3044.553467
	Iteration 0F: 3 clusters Score -1268714 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1271589.000000 Penalty: 3044.553467
	Iteration 1F: 3 clusters Score -1271589 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1272104.125000 Penalty: 3044.553467
	Iteration 2F: 3 clusters Score -1272104 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1272614.500000 Penalty: 3044.553467
	Iteration 3F: 3 clusters Score -1272614 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1273174.000000 Penalty: 3044.553467
	Iteration 4F: 3 clusters Score -1273174 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1273717.250000 Penalty: 3044.553467
	Iteration 5F: 3 clusters Score -1273717 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1274243.250000 Penalty: 3044.553467
	Iteration 6F: 3 clusters Score -1274243 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1274696.125000 Penalty: 3044.553467
	Iteration 7F: 3 clusters Score -1274696 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1274986.125000 Penalty: 3044.553467
	Iteration 8Q: 3 clusters Score -1274986 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1275150.875000 Penalty: 3044.553467
	Iteration 9Q: 3 clusters Score -1275151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1275237.250000 Penalty: 3044.553467
	Iteration 10Q: 3 clusters Score -1275237 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1275303.000000 Penalty: 3044.553467
	Iteration 11Q: 3 clusters Score -1275303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1275354.750000 Penalty: 3044.553467
	Iteration 12Q: 3 clusters Score -1275355 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1275413.125000 Penalty: 3044.553467
	Iteration 13Q: 3 clusters Score -1275413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1275474.875000 Penalty: 3044.553467
	Iteration 14Q: 3 clusters Score -1275475 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1275533.375000 Penalty: 3044.553467
	Iteration 15Q: 3 clusters Score -1275533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1275574.875000 Penalty: 3044.553467
	Iteration 16Q: 3 clusters Score -1275575 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1275617.750000 Penalty: 3044.553467
	Iteration 17Q: 3 clusters Score -1275618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1275660.625000 Penalty: 3044.553467
	Iteration 18Q: 3 clusters Score -1275661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1275703.375000 Penalty: 3044.553467
	Iteration 19Q: 3 clusters Score -1275703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1275739.875000 Penalty: 3044.553467
	Iteration 20F: 3 clusters Score -1275740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1275775.500000 Penalty: 3044.553467
	Iteration 21Q: 3 clusters Score -1275776 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1275817.250000 Penalty: 3044.553467
	Iteration 22Q: 3 clusters Score -1275817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1275851.500000 Penalty: 3044.553467
	Iteration 23Q: 3 clusters Score -1275852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1275871.875000 Penalty: 3044.553467
	Iteration 24Q: 3 clusters Score -1275872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1275899.250000 Penalty: 3044.553467
	Iteration 25Q: 3 clusters Score -1275899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1275914.750000 Penalty: 3044.553467
	Iteration 26Q: 3 clusters Score -1275915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1275934.000000 Penalty: 3044.553467
	Iteration 27Q: 3 clusters Score -1275934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1275958.500000 Penalty: 3044.553467
	Iteration 28Q: 3 clusters Score -1275958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1275973.750000 Penalty: 3044.553467
	Iteration 29Q: 3 clusters Score -1275974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1275991.750000 Penalty: 3044.553467
	Iteration 30Q: 3 clusters Score -1275992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1276005.500000 Penalty: 3044.553467
	Iteration 31Q: 3 clusters Score -1276006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1276018.500000 Penalty: 3044.553467
	Iteration 32Q: 3 clusters Score -1276018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1276027.625000 Penalty: 3044.553467
	Iteration 33Q: 3 clusters Score -1276028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1276030.000000 Penalty: 3044.553467
	Iteration 34Q: 3 clusters Score -1276030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1276030.750000 Penalty: 3044.553467
	Iteration 35Q: 3 clusters Score -1276031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1276035.875000 Penalty: 3044.553467
	Iteration 36Q: 3 clusters Score -1276036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1276039.000000 Penalty: 3044.553467
	Iteration 37Q: 3 clusters Score -1276039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1276041.000000 Penalty: 3044.553467
	Iteration 38Q: 3 clusters Score -1276041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1276046.250000 Penalty: 3044.553467
	Iteration 39Q: 3 clusters Score -1276046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1276050.375000 Penalty: 3044.553467
	Iteration 40F: 3 clusters Score -1276050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1276053.375000 Penalty: 3044.553467
	Iteration 41Q: 3 clusters Score -1276053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1276053.375000 Penalty: 3044.553467
	Iteration 42Q: 3 clusters Score -1276053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1276053.500000 Penalty: 3044.553467
	Iteration 43Q: 3 clusters Score -1276054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1276056.000000 Penalty: 3044.553467
	Iteration 44Q: 3 clusters Score -1276056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1276059.125000 Penalty: 3044.553467
	Iteration 45Q: 3 clusters Score -1276059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1276060.750000 Penalty: 3044.553467
	Iteration 46Q: 3 clusters Score -1276061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1276063.375000 Penalty: 3044.553467
	Iteration 47Q: 3 clusters Score -1276063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1276065.375000 Penalty: 3044.553467
	Iteration 48Q: 3 clusters Score -1276065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1276064.875000 Penalty: 3044.553467
	Iteration 49Q: 3 clusters Score -1276065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1276064.875000 Penalty: 3044.553467
	Iteration 50Q: 3 clusters Score -1276065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1276064.875000 Penalty: 3044.553467
	Iteration 51F: 3 clusters Score -1276065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -11016.119141 Penalty: 790.974365
	Iteration 0F: 2 clusters Score -11016.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10446.094727 Penalty: 1581.948730
	Iteration 0F: 3 clusters Score -10446.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10504.256836 Penalty: 1581.948730
	Iteration 1F: 3 clusters Score -10504.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10513.713867 Penalty: 1581.948730
	Iteration 2Q: 3 clusters Score -10513.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10523.347656 Penalty: 1581.948730
	Iteration 3Q: 3 clusters Score -10523.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10523.347656 Penalty: 1581.948730
	Iteration 4F: 3 clusters Score -10523.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Entering Unmasked Estep 
Score: -2752585.750000 Penalty: 1654.253296
	Iteration 0F: 2 clusters Score -2752586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2734680.750000 Penalty: 3308.506592
	Iteration 0F: 3 clusters Score -2734681 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2741611.750000 Penalty: 3308.506592
	Iteration 1F: 3 clusters Score -2741612 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2742211.500000 Penalty: 3308.506592
	Iteration 2F: 3 clusters Score -2742212 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2742934.250000 Penalty: 3308.506592
	Iteration 3F: 3 clusters Score -2742934 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2743797.250000 Penalty: 3308.506592
	Iteration 4F: 3 clusters Score -2743797 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2744781.250000 Penalty: 3308.506592
	Iteration 5F: 3 clusters Score -2744781 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2745897.500000 Penalty: 3308.506592
	Iteration 6F: 3 clusters Score -2745898 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2747076.000000 Penalty: 3308.506592
	Iteration 7F: 3 clusters Score -2747076 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2748062.500000 Penalty: 3308.506592
	Iteration 8F: 3 clusters Score -2748062 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2748742.500000 Penalty: 3308.506592
	Iteration 9Q: 3 clusters Score -2748742 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2749192.500000 Penalty: 3308.506592
	Iteration 10Q: 3 clusters Score -2749192 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2749535.500000 Penalty: 3308.506592
	Iteration 11Q: 3 clusters Score -2749536 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2749855.750000 Penalty: 3308.506592
	Iteration 12Q: 3 clusters Score -2749856 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2750134.750000 Penalty: 3308.506592
	Iteration 13Q: 3 clusters Score -2750135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2750408.250000 Penalty: 3308.506592
	Iteration 14Q: 3 clusters Score -2750408 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2750634.000000 Penalty: 3308.506592
	Iteration 15Q: 3 clusters Score -2750634 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2750805.250000 Penalty: 3308.506592
	Iteration 16Q: 3 clusters Score -2750805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2750928.250000 Penalty: 3308.506592
	Iteration 17Q: 3 clusters Score -2750928 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2751012.000000 Penalty: 3308.506592
	Iteration 18Q: 3 clusters Score -2751012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2751091.250000 Penalty: 3308.506592
	Iteration 19Q: 3 clusters Score -2751091 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2751145.000000 Penalty: 3308.506592
	Iteration 20F: 3 clusters Score -2751145 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2751188.750000 Penalty: 3308.506592
	Iteration 21Q: 3 clusters Score -2751189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2751223.250000 Penalty: 3308.506592
	Iteration 22Q: 3 clusters Score -2751223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2751257.750000 Penalty: 3308.506592
	Iteration 23Q: 3 clusters Score -2751258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2751292.000000 Penalty: 3308.506592
	Iteration 24Q: 3 clusters Score -2751292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2751305.250000 Penalty: 3308.506592
	Iteration 25Q: 3 clusters Score -2751305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2751321.750000 Penalty: 3308.506592
	Iteration 26Q: 3 clusters Score -2751322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2751340.500000 Penalty: 3308.506592
	Iteration 27Q: 3 clusters Score -2751340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2751338.000000 Penalty: 3308.506592
	Iteration 28Q: 3 clusters Score -2751338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2751342.250000 Penalty: 3308.506592
	Iteration 29Q: 3 clusters Score -2751342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2751352.000000 Penalty: 3308.506592
	Iteration 30Q: 3 clusters Score -2751352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2751356.750000 Penalty: 3308.506592
	Iteration 31Q: 3 clusters Score -2751357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2751370.750000 Penalty: 3308.506592
	Iteration 32Q: 3 clusters Score -2751371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2751383.250000 Penalty: 3308.506592
	Iteration 33Q: 3 clusters Score -2751383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2751394.250000 Penalty: 3308.506592
	Iteration 34Q: 3 clusters Score -2751394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2751409.750000 Penalty: 3308.506592
	Iteration 35Q: 3 clusters Score -2751410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2751418.750000 Penalty: 3308.506592
	Iteration 36Q: 3 clusters Score -2751419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2751430.500000 Penalty: 3308.506592
	Iteration 37Q: 3 clusters Score -2751430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2751436.000000 Penalty: 3308.506592
	Iteration 38Q: 3 clusters Score -2751436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2751444.500000 Penalty: 3308.506592
	Iteration 39Q: 3 clusters Score -2751444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2751446.250000 Penalty: 3308.506592
	Iteration 40F: 3 clusters Score -2751446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2751452.250000 Penalty: 3308.506592
	Iteration 41Q: 3 clusters Score -2751452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2751459.500000 Penalty: 3308.506592
	Iteration 42Q: 3 clusters Score -2751460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2751462.000000 Penalty: 3308.506592
	Iteration 43Q: 3 clusters Score -2751462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2751463.000000 Penalty: 3308.506592
	Iteration 44Q: 3 clusters Score -2751463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2751464.000000 Penalty: 3308.506592
	Iteration 45Q: 3 clusters Score -2751464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2751463.500000 Penalty: 3308.506592
	Iteration 46Q: 3 clusters Score -2751464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2751462.000000 Penalty: 3308.506592
	Iteration 47Q: 3 clusters Score -2751462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2751460.500000 Penalty: 3308.506592
	Iteration 48Q: 3 clusters Score -2751460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2751461.000000 Penalty: 3308.506592
	Iteration 49Q: 3 clusters Score -2751461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2751460.500000 Penalty: 3308.506592
	Iteration 50Q: 3 clusters Score -2751460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2751465.750000 Penalty: 3308.506592
	Iteration 51Q: 3 clusters Score -2751466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2751462.000000 Penalty: 3308.506592
	Iteration 52Q: 3 clusters Score -2751462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2751459.750000 Penalty: 3308.506592
	Iteration 53Q: 3 clusters Score -2751460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2751461.000000 Penalty: 3308.506592
	Iteration 54Q: 3 clusters Score -2751461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2751461.250000 Penalty: 3308.506592
	Iteration 55Q: 3 clusters Score -2751461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2751463.250000 Penalty: 3308.506592
	Iteration 56Q: 3 clusters Score -2751463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2751463.250000 Penalty: 3308.506592
	Iteration 57Q: 3 clusters Score -2751463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2751463.250000 Penalty: 3308.506592
	Iteration 58F: 3 clusters Score -2751463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Entering Unmasked Estep 
Score: -5790820.500000 Penalty: 1775.222168
	Iteration 0F: 2 clusters Score -5790820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5753561.000000 Penalty: 3550.444336
	Iteration 0F: 3 clusters Score -5753561 nChanged 26242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5769109.500000 Penalty: 3550.444336
	Iteration 1F: 3 clusters Score -5769110 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -5770041.000000 Penalty: 3550.444336
	Iteration 2Q: 3 clusters Score -5770041 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -5771264.000000 Penalty: 3550.444336
	Iteration 3F: 3 clusters Score -5771264 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -5772766.000000 Penalty: 3550.444336
	Iteration 4F: 3 clusters Score -5772766 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5774652.000000 Penalty: 3550.444336
	Iteration 5F: 3 clusters Score -5774652 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -5776865.000000 Penalty: 3550.444336
	Iteration 6F: 3 clusters Score -5776865 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5779317.000000 Penalty: 3550.444336
	Iteration 7F: 3 clusters Score -5779317 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5782305.500000 Penalty: 3550.444336
	Iteration 8F: 3 clusters Score -5782306 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5785683.000000 Penalty: 3550.444336
	Iteration 9Q: 3 clusters Score -5785683 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -5787117.500000 Penalty: 3550.444336
	Iteration 10Q: 3 clusters Score -5787118 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -5787663.000000 Penalty: 3550.444336
	Iteration 11Q: 3 clusters Score -5787663 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -5787950.500000 Penalty: 3550.444336
	Iteration 12Q: 3 clusters Score -5787950 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5788164.500000 Penalty: 3550.444336
	Iteration 13Q: 3 clusters Score -5788164 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5788296.000000 Penalty: 3550.444336
	Iteration 14Q: 3 clusters Score -5788296 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -5788416.500000 Penalty: 3550.444336
	Iteration 15Q: 3 clusters Score -5788416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5788514.500000 Penalty: 3550.444336
	Iteration 16Q: 3 clusters Score -5788514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5788621.000000 Penalty: 3550.444336
	Iteration 17Q: 3 clusters Score -5788621 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -5788672.500000 Penalty: 3550.444336
	Iteration 18Q: 3 clusters Score -5788672 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -5788711.000000 Penalty: 3550.444336
	Iteration 19Q: 3 clusters Score -5788711 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -5788772.000000 Penalty: 3550.444336
	Iteration 20F: 3 clusters Score -5788772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5788815.000000 Penalty: 3550.444336
	Iteration 21Q: 3 clusters Score -5788815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -5788870.000000 Penalty: 3550.444336
	Iteration 22Q: 3 clusters Score -5788870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -5788928.000000 Penalty: 3550.444336
	Iteration 23Q: 3 clusters Score -5788928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5788951.500000 Penalty: 3550.444336
	Iteration 24Q: 3 clusters Score -5788952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -5788957.500000 Penalty: 3550.444336
	Iteration 25Q: 3 clusters Score -5788958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -5788974.000000 Penalty: 3550.444336
	Iteration 26Q: 3 clusters Score -5788974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -5788997.500000 Penalty: 3550.444336
	Iteration 27Q: 3 clusters Score -5788998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -5789020.000000 Penalty: 3550.444336
	Iteration 28Q: 3 clusters Score -5789020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -5789027.000000 Penalty: 3550.444336
	Iteration 29Q: 3 clusters Score -5789027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -5789036.000000 Penalty: 3550.444336
	Iteration 30Q: 3 clusters Score -5789036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5789054.500000 Penalty: 3550.444336
	Iteration 31Q: 3 clusters Score -5789054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -5789067.000000 Penalty: 3550.444336
	Iteration 32Q: 3 clusters Score -5789067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -5789065.000000 Penalty: 3550.444336
	Iteration 33Q: 3 clusters Score -5789065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -5789072.000000 Penalty: 3550.444336
	Iteration 34Q: 3 clusters Score -5789072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -5789063.500000 Penalty: 3550.444336
	Iteration 35Q: 3 clusters Score -5789064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -5789062.000000 Penalty: 3550.444336
	Iteration 36Q: 3 clusters Score -5789062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -5789064.000000 Penalty: 3550.444336
	Iteration 37Q: 3 clusters Score -5789064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -5789077.500000 Penalty: 3550.444336
	Iteration 38Q: 3 clusters Score -5789078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -5789086.000000 Penalty: 3550.444336
	Iteration 39Q: 3 clusters Score -5789086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -5789086.500000 Penalty: 3550.444336
	Iteration 40F: 3 clusters Score -5789086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -5789093.500000 Penalty: 3550.444336
	Iteration 41Q: 3 clusters Score -5789094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -5789092.500000 Penalty: 3550.444336
	Iteration 42Q: 3 clusters Score -5789092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -5789094.500000 Penalty: 3550.444336
	Iteration 43Q: 3 clusters Score -5789094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -5789096.500000 Penalty: 3550.444336
	Iteration 44Q: 3 clusters Score -5789096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -5789106.000000 Penalty: 3550.444336
	Iteration 45Q: 3 clusters Score -5789106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -5789104.500000 Penalty: 3550.444336
	Iteration 46Q: 3 clusters Score -5789104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -5789116.000000 Penalty: 3550.444336
	Iteration 47Q: 3 clusters Score -5789116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5789106.500000 Penalty: 3550.444336
	Iteration 48Q: 3 clusters Score -5789106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -5789108.000000 Penalty: 3550.444336
	Iteration 49Q: 3 clusters Score -5789108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -5789116.500000 Penalty: 3550.444336
	Iteration 50Q: 3 clusters Score -5789116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -5789122.500000 Penalty: 3550.444336
	Iteration 51Q: 3 clusters Score -5789122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -5789125.500000 Penalty: 3550.444336
	Iteration 52Q: 3 clusters Score -5789126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -5789129.500000 Penalty: 3550.444336
	Iteration 53Q: 3 clusters Score -5789130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -5789136.000000 Penalty: 3550.444336
	Iteration 54Q: 3 clusters Score -5789136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -5789150.000000 Penalty: 3550.444336
	Iteration 55Q: 3 clusters Score -5789150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -5789152.000000 Penalty: 3550.444336
	Iteration 56Q: 3 clusters Score -5789152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -5789155.500000 Penalty: 3550.444336
	Iteration 57Q: 3 clusters Score -5789156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -5789158.500000 Penalty: 3550.444336
	Iteration 58Q: 3 clusters Score -5789158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -5789160.500000 Penalty: 3550.444336
	Iteration 59Q: 3 clusters Score -5789160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -5789151.500000 Penalty: 3550.444336
	Iteration 60F: 3 clusters Score -5789152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -5789143.000000 Penalty: 3550.444336
	Iteration 61Q: 3 clusters Score -5789143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -5789149.000000 Penalty: 3550.444336
	Iteration 62Q: 3 clusters Score -5789149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -5789153.500000 Penalty: 3550.444336
	Iteration 63Q: 3 clusters Score -5789154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -5789161.000000 Penalty: 3550.444336
	Iteration 64Q: 3 clusters Score -5789161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5789164.000000 Penalty: 3550.444336
	Iteration 65Q: 3 clusters Score -5789164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -5789166.500000 Penalty: 3550.444336
	Iteration 66Q: 3 clusters Score -5789166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -5789163.500000 Penalty: 3550.444336
	Iteration 67Q: 3 clusters Score -5789164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -5789165.000000 Penalty: 3550.444336
	Iteration 68Q: 3 clusters Score -5789165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -5789167.000000 Penalty: 3550.444336
	Iteration 69Q: 3 clusters Score -5789167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -5789173.000000 Penalty: 3550.444336
	Iteration 70Q: 3 clusters Score -5789173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -5789165.000000 Penalty: 3550.444336
	Iteration 71Q: 3 clusters Score -5789165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -5789174.000000 Penalty: 3550.444336
	Iteration 72Q: 3 clusters Score -5789174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -5789179.000000 Penalty: 3550.444336
	Iteration 73Q: 3 clusters Score -5789179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -5789181.000000 Penalty: 3550.444336
	Iteration 74Q: 3 clusters Score -5789181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -5789175.000000 Penalty: 3550.444336
	Iteration 75Q: 3 clusters Score -5789175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -5789182.500000 Penalty: 3550.444336
	Iteration 76Q: 3 clusters Score -5789182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -5789179.000000 Penalty: 3550.444336
	Iteration 77Q: 3 clusters Score -5789179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -5789182.000000 Penalty: 3550.444336
	Iteration 78Q: 3 clusters Score -5789182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -5789185.000000 Penalty: 3550.444336
	Iteration 79Q: 3 clusters Score -5789185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -5789178.500000 Penalty: 3550.444336
	Iteration 80F: 3 clusters Score -5789178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -5789184.500000 Penalty: 3550.444336
	Iteration 81Q: 3 clusters Score -5789184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -5789179.500000 Penalty: 3550.444336
	Iteration 82Q: 3 clusters Score -5789180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -5789179.000000 Penalty: 3550.444336
	Iteration 83Q: 3 clusters Score -5789179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -5789181.500000 Penalty: 3550.444336
	Iteration 84Q: 3 clusters Score -5789182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -5789183.500000 Penalty: 3550.444336
	Iteration 85Q: 3 clusters Score -5789184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5789175.500000 Penalty: 3550.444336
	Iteration 86Q: 3 clusters Score -5789176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -5789172.500000 Penalty: 3550.444336
	Iteration 87Q: 3 clusters Score -5789172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5789175.500000 Penalty: 3550.444336
	Iteration 88Q: 3 clusters Score -5789176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -5789183.000000 Penalty: 3550.444336
	Iteration 89Q: 3 clusters Score -5789183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -5789186.500000 Penalty: 3550.444336
	Iteration 90Q: 3 clusters Score -5789186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -5789180.000000 Penalty: 3550.444336
	Iteration 91Q: 3 clusters Score -5789180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -5789174.000000 Penalty: 3550.444336
	Iteration 92Q: 3 clusters Score -5789174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -5789175.500000 Penalty: 3550.444336
	Iteration 93Q: 3 clusters Score -5789176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -5789181.000000 Penalty: 3550.444336
	Iteration 94Q: 3 clusters Score -5789181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -5789177.500000 Penalty: 3550.444336
	Iteration 95Q: 3 clusters Score -5789178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -5789178.500000 Penalty: 3550.444336
	Iteration 96Q: 3 clusters Score -5789178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -5789178.500000 Penalty: 3550.444336
	Iteration 97F: 3 clusters Score -5789178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Entering Unmasked Estep 
Score: -1430024.250000 Penalty: 1545.699829
	Iteration 0F: 2 clusters Score -1430024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1420550.125000 Penalty: 3091.399658
	Iteration 0F: 3 clusters Score -1420550 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1423708.125000 Penalty: 3091.399658
	Iteration 1F: 3 clusters Score -1423708 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1424023.250000 Penalty: 3091.399658
	Iteration 2F: 3 clusters Score -1424023 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1424372.750000 Penalty: 3091.399658
	Iteration 3Q: 3 clusters Score -1424373 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1424743.625000 Penalty: 3091.399658
	Iteration 4F: 3 clusters Score -1424744 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1425154.625000 Penalty: 3091.399658
	Iteration 5F: 3 clusters Score -1425155 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1425542.375000 Penalty: 3091.399658
	Iteration 6F: 3 clusters Score -1425542 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1425913.750000 Penalty: 3091.399658
	Iteration 7F: 3 clusters Score -1425914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1426287.625000 Penalty: 3091.399658
	Iteration 8Q: 3 clusters Score -1426288 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1426638.125000 Penalty: 3091.399658
	Iteration 9Q: 3 clusters Score -1426638 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1426946.000000 Penalty: 3091.399658
	Iteration 10Q: 3 clusters Score -1426946 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1427197.375000 Penalty: 3091.399658
	Iteration 11Q: 3 clusters Score -1427197 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1427416.750000 Penalty: 3091.399658
	Iteration 12Q: 3 clusters Score -1427417 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1427598.125000 Penalty: 3091.399658
	Iteration 13Q: 3 clusters Score -1427598 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1427725.875000 Penalty: 3091.399658
	Iteration 14Q: 3 clusters Score -1427726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1427810.250000 Penalty: 3091.399658
	Iteration 15Q: 3 clusters Score -1427810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1427872.750000 Penalty: 3091.399658
	Iteration 16Q: 3 clusters Score -1427873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1427900.000000 Penalty: 3091.399658
	Iteration 17Q: 3 clusters Score -1427900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1427931.125000 Penalty: 3091.399658
	Iteration 18Q: 3 clusters Score -1427931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1427940.125000 Penalty: 3091.399658
	Iteration 19Q: 3 clusters Score -1427940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1427946.125000 Penalty: 3091.399658
	Iteration 20F: 3 clusters Score -1427946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1427959.250000 Penalty: 3091.399658
	Iteration 21Q: 3 clusters Score -1427959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1427968.625000 Penalty: 3091.399658
	Iteration 22Q: 3 clusters Score -1427969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1427977.625000 Penalty: 3091.399658
	Iteration 23Q: 3 clusters Score -1427978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1427982.000000 Penalty: 3091.399658
	Iteration 24Q: 3 clusters Score -1427982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1427985.375000 Penalty: 3091.399658
	Iteration 25Q: 3 clusters Score -1427985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1427988.125000 Penalty: 3091.399658
	Iteration 26Q: 3 clusters Score -1427988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1427992.625000 Penalty: 3091.399658
	Iteration 27Q: 3 clusters Score -1427993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1428002.750000 Penalty: 3091.399658
	Iteration 28Q: 3 clusters Score -1428003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1428007.125000 Penalty: 3091.399658
	Iteration 29Q: 3 clusters Score -1428007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1428012.500000 Penalty: 3091.399658
	Iteration 30Q: 3 clusters Score -1428012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1428014.500000 Penalty: 3091.399658
	Iteration 31Q: 3 clusters Score -1428014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1428020.500000 Penalty: 3091.399658
	Iteration 32Q: 3 clusters Score -1428020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1428022.125000 Penalty: 3091.399658
	Iteration 33Q: 3 clusters Score -1428022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1428023.625000 Penalty: 3091.399658
	Iteration 34Q: 3 clusters Score -1428024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1428029.250000 Penalty: 3091.399658
	Iteration 35Q: 3 clusters Score -1428029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1428031.125000 Penalty: 3091.399658
	Iteration 36Q: 3 clusters Score -1428031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1428035.250000 Penalty: 3091.399658
	Iteration 37Q: 3 clusters Score -1428035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1428035.000000 Penalty: 3091.399658
	Iteration 38Q: 3 clusters Score -1428035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1428042.250000 Penalty: 3091.399658
	Iteration 39Q: 3 clusters Score -1428042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1428045.375000 Penalty: 3091.399658
	Iteration 40F: 3 clusters Score -1428045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1428043.750000 Penalty: 3091.399658
	Iteration 41Q: 3 clusters Score -1428044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1428044.375000 Penalty: 3091.399658
	Iteration 42Q: 3 clusters Score -1428044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1428044.250000 Penalty: 3091.399658
	Iteration 43Q: 3 clusters Score -1428044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1428046.625000 Penalty: 3091.399658
	Iteration 44Q: 3 clusters Score -1428047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1428050.375000 Penalty: 3091.399658
	Iteration 45Q: 3 clusters Score -1428050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1428049.125000 Penalty: 3091.399658
	Iteration 46Q: 3 clusters Score -1428049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1428048.625000 Penalty: 3091.399658
	Iteration 47Q: 3 clusters Score -1428049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1428049.750000 Penalty: 3091.399658
	Iteration 48Q: 3 clusters Score -1428050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1428053.500000 Penalty: 3091.399658
	Iteration 49Q: 3 clusters Score -1428054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1428055.125000 Penalty: 3091.399658
	Iteration 50Q: 3 clusters Score -1428055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1428056.125000 Penalty: 3091.399658
	Iteration 51Q: 3 clusters Score -1428056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1428056.500000 Penalty: 3091.399658
	Iteration 52Q: 3 clusters Score -1428056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1428053.000000 Penalty: 3091.399658
	Iteration 53Q: 3 clusters Score -1428053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1428055.625000 Penalty: 3091.399658
	Iteration 54Q: 3 clusters Score -1428056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1428055.375000 Penalty: 3091.399658
	Iteration 55Q: 3 clusters Score -1428055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1428058.125000 Penalty: 3091.399658
	Iteration 56Q: 3 clusters Score -1428058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1428059.375000 Penalty: 3091.399658
	Iteration 57Q: 3 clusters Score -1428059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1428057.250000 Penalty: 3091.399658
	Iteration 58Q: 3 clusters Score -1428057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1428056.375000 Penalty: 3091.399658
	Iteration 59Q: 3 clusters Score -1428056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1428058.375000 Penalty: 3091.399658
	Iteration 60F: 3 clusters Score -1428058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1428058.625000 Penalty: 3091.399658
	Iteration 61Q: 3 clusters Score -1428059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1428062.125000 Penalty: 3091.399658
	Iteration 62Q: 3 clusters Score -1428062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1428063.000000 Penalty: 3091.399658
	Iteration 63Q: 3 clusters Score -1428063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1428062.750000 Penalty: 3091.399658
	Iteration 64Q: 3 clusters Score -1428063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1428066.375000 Penalty: 3091.399658
	Iteration 65Q: 3 clusters Score -1428066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1428065.875000 Penalty: 3091.399658
	Iteration 66Q: 3 clusters Score -1428066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1428064.750000 Penalty: 3091.399658
	Iteration 67Q: 3 clusters Score -1428065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1428071.750000 Penalty: 3091.399658
	Iteration 68Q: 3 clusters Score -1428072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1428073.500000 Penalty: 3091.399658
	Iteration 69Q: 3 clusters Score -1428074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1428071.250000 Penalty: 3091.399658
	Iteration 70Q: 3 clusters Score -1428071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1428077.625000 Penalty: 3091.399658
	Iteration 71Q: 3 clusters Score -1428078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1428077.000000 Penalty: 3091.399658
	Iteration 72Q: 3 clusters Score -1428077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1428076.250000 Penalty: 3091.399658
	Iteration 73Q: 3 clusters Score -1428076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1428082.000000 Penalty: 3091.399658
	Iteration 74Q: 3 clusters Score -1428082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1428084.500000 Penalty: 3091.399658
	Iteration 75Q: 3 clusters Score -1428084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1428088.125000 Penalty: 3091.399658
	Iteration 76Q: 3 clusters Score -1428088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1428092.625000 Penalty: 3091.399658
	Iteration 77Q: 3 clusters Score -1428093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1428091.500000 Penalty: 3091.399658
	Iteration 78Q: 3 clusters Score -1428092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1428092.750000 Penalty: 3091.399658
	Iteration 79Q: 3 clusters Score -1428093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1428097.500000 Penalty: 3091.399658
	Iteration 80F: 3 clusters Score -1428098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1428100.750000 Penalty: 3091.399658
	Iteration 81Q: 3 clusters Score -1428101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1428107.000000 Penalty: 3091.399658
	Iteration 82Q: 3 clusters Score -1428107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1428106.750000 Penalty: 3091.399658
	Iteration 83Q: 3 clusters Score -1428107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1428106.625000 Penalty: 3091.399658
	Iteration 84Q: 3 clusters Score -1428107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1428112.000000 Penalty: 3091.399658
	Iteration 85Q: 3 clusters Score -1428112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1428117.000000 Penalty: 3091.399658
	Iteration 86Q: 3 clusters Score -1428117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1428128.750000 Penalty: 3091.399658
	Iteration 87Q: 3 clusters Score -1428129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1428143.750000 Penalty: 3091.399658
	Iteration 88Q: 3 clusters Score -1428144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1428161.500000 Penalty: 3091.399658
	Iteration 89Q: 3 clusters Score -1428162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1428209.625000 Penalty: 3091.399658
	Iteration 90Q: 3 clusters Score -1428210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1428257.000000 Penalty: 3091.399658
	Iteration 91Q: 3 clusters Score -1428257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1428317.000000 Penalty: 3091.399658
	Iteration 92Q: 3 clusters Score -1428317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1428392.250000 Penalty: 3091.399658
	Iteration 93Q: 3 clusters Score -1428392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1428479.375000 Penalty: 3091.399658
	Iteration 94Q: 3 clusters Score -1428479 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1428571.625000 Penalty: 3091.399658
	Iteration 95Q: 3 clusters Score -1428572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1428656.875000 Penalty: 3091.399658
	Iteration 96Q: 3 clusters Score -1428657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1428710.375000 Penalty: 3091.399658
	Iteration 97Q: 3 clusters Score -1428710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1428749.125000 Penalty: 3091.399658
	Iteration 98Q: 3 clusters Score -1428749 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1428790.375000 Penalty: 3091.399658
	Iteration 99Q: 3 clusters Score -1428790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1428817.750000 Penalty: 3091.399658
	Iteration 100F: 3 clusters Score -1428818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1428837.250000 Penalty: 3091.399658
	Iteration 101Q: 3 clusters Score -1428837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1428855.125000 Penalty: 3091.399658
	Iteration 102Q: 3 clusters Score -1428855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1428867.625000 Penalty: 3091.399658
	Iteration 103Q: 3 clusters Score -1428868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1428887.125000 Penalty: 3091.399658
	Iteration 104Q: 3 clusters Score -1428887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1428903.375000 Penalty: 3091.399658
	Iteration 105Q: 3 clusters Score -1428903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1428908.500000 Penalty: 3091.399658
	Iteration 106Q: 3 clusters Score -1428908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1428915.375000 Penalty: 3091.399658
	Iteration 107Q: 3 clusters Score -1428915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1428923.250000 Penalty: 3091.399658
	Iteration 108Q: 3 clusters Score -1428923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1428929.750000 Penalty: 3091.399658
	Iteration 109Q: 3 clusters Score -1428930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1428934.625000 Penalty: 3091.399658
	Iteration 110Q: 3 clusters Score -1428935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1428945.125000 Penalty: 3091.399658
	Iteration 111Q: 3 clusters Score -1428945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1428948.625000 Penalty: 3091.399658
	Iteration 112Q: 3 clusters Score -1428949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1428955.250000 Penalty: 3091.399658
	Iteration 113Q: 3 clusters Score -1428955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1428956.875000 Penalty: 3091.399658
	Iteration 114Q: 3 clusters Score -1428957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1428964.500000 Penalty: 3091.399658
	Iteration 115Q: 3 clusters Score -1428964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1428964.625000 Penalty: 3091.399658
	Iteration 116Q: 3 clusters Score -1428965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1428968.500000 Penalty: 3091.399658
	Iteration 117Q: 3 clusters Score -1428968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1428968.000000 Penalty: 3091.399658
	Iteration 118Q: 3 clusters Score -1428968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1428969.750000 Penalty: 3091.399658
	Iteration 119Q: 3 clusters Score -1428970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1428972.625000 Penalty: 3091.399658
	Iteration 120F: 3 clusters Score -1428973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1428971.500000 Penalty: 3091.399658
	Iteration 121Q: 3 clusters Score -1428972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1428974.500000 Penalty: 3091.399658
	Iteration 122Q: 3 clusters Score -1428974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1428971.500000 Penalty: 3091.399658
	Iteration 123Q: 3 clusters Score -1428972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1428973.000000 Penalty: 3091.399658
	Iteration 124Q: 3 clusters Score -1428973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1428972.375000 Penalty: 3091.399658
	Iteration 125Q: 3 clusters Score -1428972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1428973.625000 Penalty: 3091.399658
	Iteration 126Q: 3 clusters Score -1428974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1428974.250000 Penalty: 3091.399658
	Iteration 127Q: 3 clusters Score -1428974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1428976.750000 Penalty: 3091.399658
	Iteration 128Q: 3 clusters Score -1428977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1428978.875000 Penalty: 3091.399658
	Iteration 129Q: 3 clusters Score -1428979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1428984.000000 Penalty: 3091.399658
	Iteration 130Q: 3 clusters Score -1428984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1428989.125000 Penalty: 3091.399658
	Iteration 131Q: 3 clusters Score -1428989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1428994.875000 Penalty: 3091.399658
	Iteration 132Q: 3 clusters Score -1428995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1428999.875000 Penalty: 3091.399658
	Iteration 133Q: 3 clusters Score -1429000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1429008.750000 Penalty: 3091.399658
	Iteration 134Q: 3 clusters Score -1429009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1429014.000000 Penalty: 3091.399658
	Iteration 135Q: 3 clusters Score -1429014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1429017.500000 Penalty: 3091.399658
	Iteration 136Q: 3 clusters Score -1429018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1429018.250000 Penalty: 3091.399658
	Iteration 137Q: 3 clusters Score -1429018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1429021.750000 Penalty: 3091.399658
	Iteration 138Q: 3 clusters Score -1429022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1429024.250000 Penalty: 3091.399658
	Iteration 139Q: 3 clusters Score -1429024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1429026.250000 Penalty: 3091.399658
	Iteration 140F: 3 clusters Score -1429026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1429026.250000 Penalty: 3091.399658
	Iteration 141Q: 3 clusters Score -1429026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1429027.000000 Penalty: 3091.399658
	Iteration 142Q: 3 clusters Score -1429027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1429026.500000 Penalty: 3091.399658
	Iteration 143Q: 3 clusters Score -1429026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1429026.375000 Penalty: 3091.399658
	Iteration 144Q: 3 clusters Score -1429026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1429029.375000 Penalty: 3091.399658
	Iteration 145Q: 3 clusters Score -1429029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1429028.000000 Penalty: 3091.399658
	Iteration 146Q: 3 clusters Score -1429028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1429028.750000 Penalty: 3091.399658
	Iteration 147Q: 3 clusters Score -1429029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1429029.500000 Penalty: 3091.399658
	Iteration 148Q: 3 clusters Score -1429030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1429031.125000 Penalty: 3091.399658
	Iteration 149Q: 3 clusters Score -1429031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1429029.500000 Penalty: 3091.399658
	Iteration 150Q: 3 clusters Score -1429030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1429029.250000 Penalty: 3091.399658
	Iteration 151Q: 3 clusters Score -1429029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1429032.375000 Penalty: 3091.399658
	Iteration 152Q: 3 clusters Score -1429032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1429031.625000 Penalty: 3091.399658
	Iteration 153Q: 3 clusters Score -1429032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1429033.000000 Penalty: 3091.399658
	Iteration 154Q: 3 clusters Score -1429033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1429032.875000 Penalty: 3091.399658
	Iteration 155Q: 3 clusters Score -1429033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1429034.375000 Penalty: 3091.399658
	Iteration 156Q: 3 clusters Score -1429034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1429034.375000 Penalty: 3091.399658
	Iteration 157F: 3 clusters Score -1429034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -1365661.375000 Penalty: 1539.302002
	Iteration 0F: 2 clusters Score -1365661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1356601.875000 Penalty: 3078.604004
	Iteration 0F: 3 clusters Score -1356602 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1359774.125000 Penalty: 3078.604004
	Iteration 1F: 3 clusters Score -1359774 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1360132.250000 Penalty: 3078.604004
	Iteration 2F: 3 clusters Score -1360132 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1360444.750000 Penalty: 3078.604004
	Iteration 3F: 3 clusters Score -1360445 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1360787.375000 Penalty: 3078.604004
	Iteration 4Q: 3 clusters Score -1360787 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1361141.375000 Penalty: 3078.604004
	Iteration 5Q: 3 clusters Score -1361141 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1361509.500000 Penalty: 3078.604004
	Iteration 6Q: 3 clusters Score -1361510 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1361905.750000 Penalty: 3078.604004
	Iteration 7F: 3 clusters Score -1361906 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1362260.500000 Penalty: 3078.604004
	Iteration 8Q: 3 clusters Score -1362260 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1362546.750000 Penalty: 3078.604004
	Iteration 9Q: 3 clusters Score -1362547 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1362804.000000 Penalty: 3078.604004
	Iteration 10Q: 3 clusters Score -1362804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1363023.750000 Penalty: 3078.604004
	Iteration 11Q: 3 clusters Score -1363024 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1363243.375000 Penalty: 3078.604004
	Iteration 12Q: 3 clusters Score -1363243 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1363431.875000 Penalty: 3078.604004
	Iteration 13Q: 3 clusters Score -1363432 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1363593.500000 Penalty: 3078.604004
	Iteration 14Q: 3 clusters Score -1363594 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1363723.500000 Penalty: 3078.604004
	Iteration 15Q: 3 clusters Score -1363724 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1363828.375000 Penalty: 3078.604004
	Iteration 16Q: 3 clusters Score -1363828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1363921.875000 Penalty: 3078.604004
	Iteration 17Q: 3 clusters Score -1363922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1364022.000000 Penalty: 3078.604004
	Iteration 18Q: 3 clusters Score -1364022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1364104.500000 Penalty: 3078.604004
	Iteration 19Q: 3 clusters Score -1364104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1364187.625000 Penalty: 3078.604004
	Iteration 20F: 3 clusters Score -1364188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1364244.125000 Penalty: 3078.604004
	Iteration 21Q: 3 clusters Score -1364244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1364309.750000 Penalty: 3078.604004
	Iteration 22Q: 3 clusters Score -1364310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1364371.500000 Penalty: 3078.604004
	Iteration 23Q: 3 clusters Score -1364372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1364420.375000 Penalty: 3078.604004
	Iteration 24Q: 3 clusters Score -1364420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1364483.375000 Penalty: 3078.604004
	Iteration 25Q: 3 clusters Score -1364483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1364542.500000 Penalty: 3078.604004
	Iteration 26Q: 3 clusters Score -1364542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1364580.125000 Penalty: 3078.604004
	Iteration 27Q: 3 clusters Score -1364580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1364615.250000 Penalty: 3078.604004
	Iteration 28Q: 3 clusters Score -1364615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1364654.875000 Penalty: 3078.604004
	Iteration 29Q: 3 clusters Score -1364655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1364678.875000 Penalty: 3078.604004
	Iteration 30Q: 3 clusters Score -1364679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1364695.875000 Penalty: 3078.604004
	Iteration 31Q: 3 clusters Score -1364696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1364713.250000 Penalty: 3078.604004
	Iteration 32Q: 3 clusters Score -1364713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1364726.625000 Penalty: 3078.604004
	Iteration 33Q: 3 clusters Score -1364727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1364737.000000 Penalty: 3078.604004
	Iteration 34Q: 3 clusters Score -1364737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1364744.875000 Penalty: 3078.604004
	Iteration 35Q: 3 clusters Score -1364745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1364752.125000 Penalty: 3078.604004
	Iteration 36Q: 3 clusters Score -1364752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1364754.625000 Penalty: 3078.604004
	Iteration 37Q: 3 clusters Score -1364755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1364756.875000 Penalty: 3078.604004
	Iteration 38Q: 3 clusters Score -1364757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1364757.250000 Penalty: 3078.604004
	Iteration 39Q: 3 clusters Score -1364757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1364759.500000 Penalty: 3078.604004
	Iteration 40F: 3 clusters Score -1364760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1364761.500000 Penalty: 3078.604004
	Iteration 41Q: 3 clusters Score -1364762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1364759.375000 Penalty: 3078.604004
	Iteration 42Q: 3 clusters Score -1364759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1364762.875000 Penalty: 3078.604004
	Iteration 43Q: 3 clusters Score -1364763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1364768.500000 Penalty: 3078.604004
	Iteration 44Q: 3 clusters Score -1364768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1364769.625000 Penalty: 3078.604004
	Iteration 45Q: 3 clusters Score -1364770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1364771.875000 Penalty: 3078.604004
	Iteration 46Q: 3 clusters Score -1364772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1364772.625000 Penalty: 3078.604004
	Iteration 47Q: 3 clusters Score -1364773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1364773.250000 Penalty: 3078.604004
	Iteration 48Q: 3 clusters Score -1364773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1364773.250000 Penalty: 3078.604004
	Iteration 49F: 3 clusters Score -1364773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Entering Unmasked Estep 
Score: -292981.281250 Penalty: 1297.364380
	Iteration 0F: 2 clusters Score -292981.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -290283.437500 Penalty: 2594.728760
	Iteration 0F: 3 clusters Score -290283.4 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -290932.531250 Penalty: 2594.728760
	Iteration 1F: 3 clusters Score -290932.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -291090.375000 Penalty: 2594.728760
	Iteration 2F: 3 clusters Score -291090.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -291229.687500 Penalty: 2594.728760
	Iteration 3F: 3 clusters Score -291229.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -291316.000000 Penalty: 2594.728760
	Iteration 4Q: 3 clusters Score -291316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -291376.781250 Penalty: 2594.728760
	Iteration 5Q: 3 clusters Score -291376.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291425.656250 Penalty: 2594.728760
	Iteration 6Q: 3 clusters Score -291425.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -291454.375000 Penalty: 2594.728760
	Iteration 7Q: 3 clusters Score -291454.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -291481.187500 Penalty: 2594.728760
	Iteration 8Q: 3 clusters Score -291481.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -291516.500000 Penalty: 2594.728760
	Iteration 9Q: 3 clusters Score -291516.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -291562.656250 Penalty: 2594.728760
	Iteration 10Q: 3 clusters Score -291562.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -291613.312500 Penalty: 2594.728760
	Iteration 11Q: 3 clusters Score -291613.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -291659.531250 Penalty: 2594.728760
	Iteration 12Q: 3 clusters Score -291659.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291712.843750 Penalty: 2594.728760
	Iteration 13Q: 3 clusters Score -291712.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -291770.718750 Penalty: 2594.728760
	Iteration 14Q: 3 clusters Score -291770.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -291841.125000 Penalty: 2594.728760
	Iteration 15Q: 3 clusters Score -291841.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -291906.125000 Penalty: 2594.728760
	Iteration 16Q: 3 clusters Score -291906.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -291954.218750 Penalty: 2594.728760
	Iteration 17Q: 3 clusters Score -291954.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291996.250000 Penalty: 2594.728760
	Iteration 18Q: 3 clusters Score -291996.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -292031.781250 Penalty: 2594.728760
	Iteration 19Q: 3 clusters Score -292031.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292056.375000 Penalty: 2594.728760
	Iteration 20F: 3 clusters Score -292056.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -292083.125000 Penalty: 2594.728760
	Iteration 21Q: 3 clusters Score -292083.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -292100.093750 Penalty: 2594.728760
	Iteration 22Q: 3 clusters Score -292100.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -292110.968750 Penalty: 2594.728760
	Iteration 23Q: 3 clusters Score -292111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -292121.593750 Penalty: 2594.728760
	Iteration 24Q: 3 clusters Score -292121.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292133.062500 Penalty: 2594.728760
	Iteration 25Q: 3 clusters Score -292133.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -292142.375000 Penalty: 2594.728760
	Iteration 26Q: 3 clusters Score -292142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -292155.812500 Penalty: 2594.728760
	Iteration 27Q: 3 clusters Score -292155.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -292168.593750 Penalty: 2594.728760
	Iteration 28Q: 3 clusters Score -292168.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -292175.593750 Penalty: 2594.728760
	Iteration 29Q: 3 clusters Score -292175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -292189.687500 Penalty: 2594.728760
	Iteration 30Q: 3 clusters Score -292189.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292207.250000 Penalty: 2594.728760
	Iteration 31Q: 3 clusters Score -292207.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292221.750000 Penalty: 2594.728760
	Iteration 32Q: 3 clusters Score -292221.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -292244.000000 Penalty: 2594.728760
	Iteration 33Q: 3 clusters Score -292244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -292270.031250 Penalty: 2594.728760
	Iteration 34Q: 3 clusters Score -292270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -292308.312500 Penalty: 2594.728760
	Iteration 35Q: 3 clusters Score -292308.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -292344.093750 Penalty: 2594.728760
	Iteration 36Q: 3 clusters Score -292344.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -292378.093750 Penalty: 2594.728760
	Iteration 37Q: 3 clusters Score -292378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292394.187500 Penalty: 2594.728760
	Iteration 38Q: 3 clusters Score -292394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -292406.968750 Penalty: 2594.728760
	Iteration 39Q: 3 clusters Score -292407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -292420.250000 Penalty: 2594.728760
	Iteration 40F: 3 clusters Score -292420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -292427.500000 Penalty: 2594.728760
	Iteration 41Q: 3 clusters Score -292427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -292432.406250 Penalty: 2594.728760
	Iteration 42Q: 3 clusters Score -292432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -292434.218750 Penalty: 2594.728760
	Iteration 43Q: 3 clusters Score -292434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -292436.687500 Penalty: 2594.728760
	Iteration 44Q: 3 clusters Score -292436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -292437.125000 Penalty: 2594.728760
	Iteration 45Q: 3 clusters Score -292437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -292438.500000 Penalty: 2594.728760
	Iteration 46Q: 3 clusters Score -292438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -292439.187500 Penalty: 2594.728760
	Iteration 47Q: 3 clusters Score -292439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -292439.437500 Penalty: 2594.728760
	Iteration 48Q: 3 clusters Score -292439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -292439.437500 Penalty: 2594.728760
	Iteration 49F: 3 clusters Score -292439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -501597.531250 Penalty: 1382.016357
	Iteration 0F: 2 clusters Score -501597.5 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 2451 members 
Entering Unmasked Estep 
Score: -497639.750000 Penalty: 2764.032715
	Iteration 0F: 3 clusters Score -497639.8 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498954.156250 Penalty: 2764.032715
	Iteration 1F: 3 clusters Score -498954.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -499281.031250 Penalty: 2764.032715
	Iteration 2F: 3 clusters Score -499281 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -499571.875000 Penalty: 2764.032715
	Iteration 3F: 3 clusters Score -499571.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -499864.312500 Penalty: 2764.032715
	Iteration 4F: 3 clusters Score -499864.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -500211.031250 Penalty: 2764.032715
	Iteration 5F: 3 clusters Score -500211 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -500497.000000 Penalty: 2764.032715
	Iteration 6F: 3 clusters Score -500497 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -500698.875000 Penalty: 2764.032715
	Iteration 7F: 3 clusters Score -500698.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -500826.875000 Penalty: 2764.032715
	Iteration 8Q: 3 clusters Score -500826.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -500901.406250 Penalty: 2764.032715
	Iteration 9Q: 3 clusters Score -500901.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -500941.843750 Penalty: 2764.032715
	Iteration 10Q: 3 clusters Score -500941.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -500970.093750 Penalty: 2764.032715
	Iteration 11Q: 3 clusters Score -500970.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -500994.031250 Penalty: 2764.032715
	Iteration 12Q: 3 clusters Score -500994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -501014.375000 Penalty: 2764.032715
	Iteration 13Q: 3 clusters Score -501014.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -501029.531250 Penalty: 2764.032715
	Iteration 14Q: 3 clusters Score -501029.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -501045.062500 Penalty: 2764.032715
	Iteration 15Q: 3 clusters Score -501045.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -501054.531250 Penalty: 2764.032715
	Iteration 16Q: 3 clusters Score -501054.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -501064.625000 Penalty: 2764.032715
	Iteration 17Q: 3 clusters Score -501064.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -501070.750000 Penalty: 2764.032715
	Iteration 18Q: 3 clusters Score -501070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -501074.843750 Penalty: 2764.032715
	Iteration 19Q: 3 clusters Score -501074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -501081.375000 Penalty: 2764.032715
	Iteration 20F: 3 clusters Score -501081.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -501086.375000 Penalty: 2764.032715
	Iteration 21Q: 3 clusters Score -501086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -501092.437500 Penalty: 2764.032715
	Iteration 22Q: 3 clusters Score -501092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -501096.625000 Penalty: 2764.032715
	Iteration 23Q: 3 clusters Score -501096.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -501101.968750 Penalty: 2764.032715
	Iteration 24Q: 3 clusters Score -501102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -501106.406250 Penalty: 2764.032715
	Iteration 25Q: 3 clusters Score -501106.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -501109.000000 Penalty: 2764.032715
	Iteration 26Q: 3 clusters Score -501109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -501112.093750 Penalty: 2764.032715
	Iteration 27Q: 3 clusters Score -501112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -501116.250000 Penalty: 2764.032715
	Iteration 28Q: 3 clusters Score -501116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -501117.812500 Penalty: 2764.032715
	Iteration 29Q: 3 clusters Score -501117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -501118.937500 Penalty: 2764.032715
	Iteration 30Q: 3 clusters Score -501118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -501118.937500 Penalty: 2764.032715
	Iteration 31F: 3 clusters Score -501118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -473158.937500 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -473158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -469247.093750 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -469247.1 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -470446.750000 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -470446.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -470742.125000 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -470742.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -470927.687500 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -470927.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -471084.093750 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -471084.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -471209.812500 Penalty: 2756.980225
	Iteration 5Q: 3 clusters Score -471209.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -471314.718750 Penalty: 2756.980225
	Iteration 6Q: 3 clusters Score -471314.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -471410.562500 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -471410.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -471511.750000 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -471511.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -471606.687500 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -471606.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -471683.656250 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -471683.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -471741.531250 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -471741.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -471785.062500 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -471785.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -471817.593750 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -471817.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -471844.531250 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -471844.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -471859.093750 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -471859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -471871.812500 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -471871.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471879.593750 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -471879.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471891.468750 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -471891.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -471901.906250 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -471901.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -471910.750000 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -471910.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -471920.593750 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -471920.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -471925.875000 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -471925.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -471928.781250 Penalty: 2756.980225
	Iteration 23Q: 3 clusters Score -471928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471930.187500 Penalty: 2756.980225
	Iteration 24Q: 3 clusters Score -471930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -471929.937500 Penalty: 2756.980225
	Iteration 25Q: 3 clusters Score -471929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -471930.312500 Penalty: 2756.980225
	Iteration 26Q: 3 clusters Score -471930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -471930.875000 Penalty: 2756.980225
	Iteration 27Q: 3 clusters Score -471930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -471930.687500 Penalty: 2756.980225
	Iteration 28Q: 3 clusters Score -471930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -471930.812500 Penalty: 2756.980225
	Iteration 29Q: 3 clusters Score -471930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -471930.687500 Penalty: 2756.980225
	Iteration 30Q: 3 clusters Score -471930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -471930.687500 Penalty: 2756.980225
	Iteration 31F: 3 clusters Score -471930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Entering Unmasked Estep 
Score: -7217215.000000 Penalty: 1804.965454
	Iteration 0F: 2 clusters Score -7217215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -7172714.500000 Penalty: 3609.930908
	Iteration 0F: 3 clusters Score -7172714 nChanged 31565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -7190870.500000 Penalty: 3609.930908
	Iteration 1F: 3 clusters Score -7190870 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7191429.000000 Penalty: 3609.930908
	Iteration 2Q: 3 clusters Score -7191429 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7192207.500000 Penalty: 3609.930908
	Iteration 3Q: 3 clusters Score -7192208 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7193265.500000 Penalty: 3609.930908
	Iteration 4Q: 3 clusters Score -7193266 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7194878.500000 Penalty: 3609.930908
	Iteration 5Q: 3 clusters Score -7194878 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -7197328.000000 Penalty: 3609.930908
	Iteration 6F: 3 clusters Score -7197328 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -7201001.500000 Penalty: 3609.930908
	Iteration 7F: 3 clusters Score -7201002 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -7205516.000000 Penalty: 3609.930908
	Iteration 8F: 3 clusters Score -7205516 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -7209792.000000 Penalty: 3609.930908
	Iteration 9F: 3 clusters Score -7209792 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7212915.500000 Penalty: 3609.930908
	Iteration 10Q: 3 clusters Score -7212916 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -7214489.500000 Penalty: 3609.930908
	Iteration 11Q: 3 clusters Score -7214490 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -7215163.500000 Penalty: 3609.930908
	Iteration 12Q: 3 clusters Score -7215164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -7215460.500000 Penalty: 3609.930908
	Iteration 13Q: 3 clusters Score -7215460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -7215597.500000 Penalty: 3609.930908
	Iteration 14Q: 3 clusters Score -7215598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7215675.000000 Penalty: 3609.930908
	Iteration 15Q: 3 clusters Score -7215675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -7215720.000000 Penalty: 3609.930908
	Iteration 16Q: 3 clusters Score -7215720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -7215757.000000 Penalty: 3609.930908
	Iteration 17Q: 3 clusters Score -7215757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -7215786.000000 Penalty: 3609.930908
	Iteration 18Q: 3 clusters Score -7215786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -7215807.500000 Penalty: 3609.930908
	Iteration 19Q: 3 clusters Score -7215808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -7215819.500000 Penalty: 3609.930908
	Iteration 20F: 3 clusters Score -7215820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -7215831.000000 Penalty: 3609.930908
	Iteration 21Q: 3 clusters Score -7215831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -7215839.500000 Penalty: 3609.930908
	Iteration 22Q: 3 clusters Score -7215840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -7215842.000000 Penalty: 3609.930908
	Iteration 23Q: 3 clusters Score -7215842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -7215843.500000 Penalty: 3609.930908
	Iteration 24Q: 3 clusters Score -7215844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -7215845.500000 Penalty: 3609.930908
	Iteration 25Q: 3 clusters Score -7215846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -7215844.000000 Penalty: 3609.930908
	Iteration 26Q: 3 clusters Score -7215844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -7215846.000000 Penalty: 3609.930908
	Iteration 27Q: 3 clusters Score -7215846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -7215849.500000 Penalty: 3609.930908
	Iteration 28Q: 3 clusters Score -7215850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -7215847.500000 Penalty: 3609.930908
	Iteration 29Q: 3 clusters Score -7215848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -7215859.500000 Penalty: 3609.930908
	Iteration 30Q: 3 clusters Score -7215860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -7215858.000000 Penalty: 3609.930908
	Iteration 31Q: 3 clusters Score -7215858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -7215866.000000 Penalty: 3609.930908
	Iteration 32Q: 3 clusters Score -7215866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -7215860.000000 Penalty: 3609.930908
	Iteration 33Q: 3 clusters Score -7215860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -7215862.000000 Penalty: 3609.930908
	Iteration 34Q: 3 clusters Score -7215862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -7215860.000000 Penalty: 3609.930908
	Iteration 35Q: 3 clusters Score -7215860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -7215866.500000 Penalty: 3609.930908
	Iteration 36Q: 3 clusters Score -7215866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -7215868.500000 Penalty: 3609.930908
	Iteration 37Q: 3 clusters Score -7215868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -7215872.000000 Penalty: 3609.930908
	Iteration 38Q: 3 clusters Score -7215872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -7215871.500000 Penalty: 3609.930908
	Iteration 39Q: 3 clusters Score -7215872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -7215872.500000 Penalty: 3609.930908
	Iteration 40F: 3 clusters Score -7215872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -7215881.000000 Penalty: 3609.930908
	Iteration 41Q: 3 clusters Score -7215881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -7215880.500000 Penalty: 3609.930908
	Iteration 42Q: 3 clusters Score -7215880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -7215880.500000 Penalty: 3609.930908
	Iteration 43F: 3 clusters Score -7215880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -8782.505859 Penalty: 763.828064
	Iteration 0F: 2 clusters Score -8782.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8214.933594 Penalty: 1527.656128
	Iteration 0F: 3 clusters Score -8214.934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8233.878906 Penalty: 1527.656128
	Iteration 1Q: 3 clusters Score -8233.879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8241.879883 Penalty: 1527.656128
	Iteration 2Q: 3 clusters Score -8241.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8249.443359 Penalty: 1527.656128
	Iteration 3Q: 3 clusters Score -8249.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8249.443359 Penalty: 1527.656128
	Iteration 4F: 3 clusters Score -8249.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Entering Unmasked Estep 
Score: -17738150.000000 Penalty: 1952.977051
	Iteration 0F: 2 clusters Score -1.773815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -17630786.000000 Penalty: 3905.954102
	Iteration 0F: 3 clusters Score -1.763079e+07 nChanged 79950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -17678584.000000 Penalty: 3905.954102
	Iteration 1F: 3 clusters Score -1.767858e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -17680362.000000 Penalty: 3905.954102
	Iteration 2Q: 3 clusters Score -1.768036e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -17683382.000000 Penalty: 3905.954102
	Iteration 3Q: 3 clusters Score -1.768338e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -17689002.000000 Penalty: 3905.954102
	Iteration 4F: 3 clusters Score -1.7689e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -17698264.000000 Penalty: 3905.954102
	Iteration 5F: 3 clusters Score -1.769826e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -17710730.000000 Penalty: 3905.954102
	Iteration 6F: 3 clusters Score -1.771073e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -17723366.000000 Penalty: 3905.954102
	Iteration 7F: 3 clusters Score -1.772337e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -17731196.000000 Penalty: 3905.954102
	Iteration 8F: 3 clusters Score -1.77312e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -17734518.000000 Penalty: 3905.954102
	Iteration 9Q: 3 clusters Score -1.773452e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -17735670.000000 Penalty: 3905.954102
	Iteration 10Q: 3 clusters Score -1.773567e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164574 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -17736162.000000 Penalty: 3905.954102
	Iteration 11Q: 3 clusters Score -1.773616e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -17736398.000000 Penalty: 3905.954102
	Iteration 12Q: 3 clusters Score -1.77364e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -17736492.000000 Penalty: 3905.954102
	Iteration 13Q: 3 clusters Score -1.773649e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -17736566.000000 Penalty: 3905.954102
	Iteration 14Q: 3 clusters Score -1.773657e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -17736586.000000 Penalty: 3905.954102
	Iteration 15Q: 3 clusters Score -1.773659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -17736614.000000 Penalty: 3905.954102
	Iteration 16Q: 3 clusters Score -1.773661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17736620.000000 Penalty: 3905.954102
	Iteration 17Q: 3 clusters Score -1.773662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165296 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -17736642.000000 Penalty: 3905.954102
	Iteration 18Q: 3 clusters Score -1.773664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17736634.000000 Penalty: 3905.954102
	Iteration 19Q: 3 clusters Score -1.773663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17736646.000000 Penalty: 3905.954102
	Iteration 20F: 3 clusters Score -1.773665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17736642.000000 Penalty: 3905.954102
	Iteration 21Q: 3 clusters Score -1.773664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17736644.000000 Penalty: 3905.954102
	Iteration 22Q: 3 clusters Score -1.773664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17736646.000000 Penalty: 3905.954102
	Iteration 23Q: 3 clusters Score -1.773665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -17736654.000000 Penalty: 3905.954102
	Iteration 24Q: 3 clusters Score -1.773665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -17736662.000000 Penalty: 3905.954102
	Iteration 25Q: 3 clusters Score -1.773666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17736664.000000 Penalty: 3905.954102
	Iteration 26Q: 3 clusters Score -1.773666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -17736658.000000 Penalty: 3905.954102
	Iteration 27Q: 3 clusters Score -1.773666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17736664.000000 Penalty: 3905.954102
	Iteration 28Q: 3 clusters Score -1.773666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17736658.000000 Penalty: 3905.954102
	Iteration 29Q: 3 clusters Score -1.773666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -17736662.000000 Penalty: 3905.954102
	Iteration 30Q: 3 clusters Score -1.773666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -17736664.000000 Penalty: 3905.954102
	Iteration 31Q: 3 clusters Score -1.773666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -17736668.000000 Penalty: 3905.954102
	Iteration 32Q: 3 clusters Score -1.773667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17736670.000000 Penalty: 3905.954102
	Iteration 33Q: 3 clusters Score -1.773667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -17736664.000000 Penalty: 3905.954102
	Iteration 34Q: 3 clusters Score -1.773666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -17736664.000000 Penalty: 3905.954102
	Iteration 35Q: 3 clusters Score -1.773666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -17736666.000000 Penalty: 3905.954102
	Iteration 36Q: 3 clusters Score -1.773667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17736656.000000 Penalty: 3905.954102
	Iteration 37Q: 3 clusters Score -1.773666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17736654.000000 Penalty: 3905.954102
	Iteration 38Q: 3 clusters Score -1.773665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17736654.000000 Penalty: 3905.954102
	Iteration 39F: 3 clusters Score -1.773665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -273973.937500 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -273973.9 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 1334 members 
Entering Unmasked Estep 
Score: -271508.500000 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -271508.5 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -272041.937500 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -272041.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -272136.875000 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -272136.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -272196.093750 Penalty: 2559.290283
	Iteration 3Q: 3 clusters Score -272196.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -272241.718750 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -272241.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -272274.906250 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -272274.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272314.906250 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -272314.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -272357.531250 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -272357.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -272392.250000 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -272392.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -272418.343750 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -272418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -272434.906250 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -272434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272446.625000 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -272446.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -272458.218750 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -272458.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272466.875000 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -272466.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272476.312500 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -272476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -272481.281250 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -272481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272485.656250 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -272485.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -272488.062500 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -272488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -272490.812500 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -272490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272494.687500 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -272494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -272497.250000 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -272497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272503.062500 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -272503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -272508.968750 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -272509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -272518.062500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -272518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -272525.906250 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -272525.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -272539.375000 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -272539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -272548.625000 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -272548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -272557.875000 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -272557.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -272571.343750 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -272571.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -272589.593750 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -272589.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272604.562500 Penalty: 2559.290283
	Iteration 30Q: 3 clusters Score -272604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -272622.875000 Penalty: 2559.290283
	Iteration 31Q: 3 clusters Score -272622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -272639.687500 Penalty: 2559.290283
	Iteration 32Q: 3 clusters Score -272639.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -272654.750000 Penalty: 2559.290283
	Iteration 33Q: 3 clusters Score -272654.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -272668.468750 Penalty: 2559.290283
	Iteration 34Q: 3 clusters Score -272668.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -272683.593750 Penalty: 2559.290283
	Iteration 35Q: 3 clusters Score -272683.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -272694.718750 Penalty: 2559.290283
	Iteration 36Q: 3 clusters Score -272694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -272707.687500 Penalty: 2559.290283
	Iteration 37Q: 3 clusters Score -272707.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -272719.750000 Penalty: 2559.290283
	Iteration 38Q: 3 clusters Score -272719.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -272732.343750 Penalty: 2559.290283
	Iteration 39Q: 3 clusters Score -272732.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -272746.656250 Penalty: 2559.290283
	Iteration 40F: 3 clusters Score -272746.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -272757.781250 Penalty: 2559.290283
	Iteration 41Q: 3 clusters Score -272757.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -272770.062500 Penalty: 2559.290283
	Iteration 42Q: 3 clusters Score -272770.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -272784.750000 Penalty: 2559.290283
	Iteration 43Q: 3 clusters Score -272784.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272804.687500 Penalty: 2559.290283
	Iteration 44Q: 3 clusters Score -272804.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -272827.468750 Penalty: 2559.290283
	Iteration 45Q: 3 clusters Score -272827.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -272845.968750 Penalty: 2559.290283
	Iteration 46Q: 3 clusters Score -272846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -272868.468750 Penalty: 2559.290283
	Iteration 47Q: 3 clusters Score -272868.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272894.656250 Penalty: 2559.290283
	Iteration 48Q: 3 clusters Score -272894.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -272930.968750 Penalty: 2559.290283
	Iteration 49Q: 3 clusters Score -272931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -272970.031250 Penalty: 2559.290283
	Iteration 50Q: 3 clusters Score -272970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -273023.000000 Penalty: 2559.290283
	Iteration 51Q: 3 clusters Score -273023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273088.156250 Penalty: 2559.290283
	Iteration 52Q: 3 clusters Score -273088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -273153.281250 Penalty: 2559.290283
	Iteration 53Q: 3 clusters Score -273153.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -273187.250000 Penalty: 2559.290283
	Iteration 54Q: 3 clusters Score -273187.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -273209.031250 Penalty: 2559.290283
	Iteration 55Q: 3 clusters Score -273209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -273222.937500 Penalty: 2559.290283
	Iteration 56Q: 3 clusters Score -273222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -273229.531250 Penalty: 2559.290283
	Iteration 57Q: 3 clusters Score -273229.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -273234.750000 Penalty: 2559.290283
	Iteration 58Q: 3 clusters Score -273234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -273237.750000 Penalty: 2559.290283
	Iteration 59Q: 3 clusters Score -273237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -273239.281250 Penalty: 2559.290283
	Iteration 60F: 3 clusters Score -273239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -273240.000000 Penalty: 2559.290283
	Iteration 61Q: 3 clusters Score -273240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -273240.750000 Penalty: 2559.290283
	Iteration 62Q: 3 clusters Score -273240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -273240.906250 Penalty: 2559.290283
	Iteration 63Q: 3 clusters Score -273240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -273240.906250 Penalty: 2559.290283
	Iteration 64F: 3 clusters Score -273240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (267155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267155 members 
Entering Unmasked Estep 
Score: -28346738.000000 Penalty: 2030.532471
	Iteration 0F: 2 clusters Score -2.834674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133832 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -28178940.000000 Penalty: 4061.064941
	Iteration 0F: 3 clusters Score -2.817894e+07 nChanged 130099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -28258044.000000 Penalty: 4061.064941
	Iteration 1F: 3 clusters Score -2.825804e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142451 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -28260586.000000 Penalty: 4061.064941
	Iteration 2Q: 3 clusters Score -2.826059e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 120225 members 
Entering Unmasked Estep 
Score: -28264746.000000 Penalty: 4061.064941
	Iteration 3Q: 3 clusters Score -2.826475e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -28271252.000000 Penalty: 4061.064941
	Iteration 4Q: 3 clusters Score -2.827125e+07 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161896 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -28281178.000000 Penalty: 4061.064941
	Iteration 5F: 3 clusters Score -2.828118e+07 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -28294592.000000 Penalty: 4061.064941
	Iteration 6F: 3 clusters Score -2.829459e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -28308278.000000 Penalty: 4061.064941
	Iteration 7F: 3 clusters Score -2.830828e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178233 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -28316484.000000 Penalty: 4061.064941
	Iteration 8F: 3 clusters Score -2.831648e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -28319594.000000 Penalty: 4061.064941
	Iteration 9Q: 3 clusters Score -2.831959e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178176 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -28320526.000000 Penalty: 4061.064941
	Iteration 10Q: 3 clusters Score -2.832053e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -28320622.000000 Penalty: 4061.064941
	Iteration 11Q: 3 clusters Score -2.832062e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -28320662.000000 Penalty: 4061.064941
	Iteration 12Q: 3 clusters Score -2.832066e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -28320892.000000 Penalty: 4061.064941
	Iteration 13Q: 3 clusters Score -2.832089e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -28320952.000000 Penalty: 4061.064941
	Iteration 14Q: 3 clusters Score -2.832095e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174005 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -28321106.000000 Penalty: 4061.064941
	Iteration 15Q: 3 clusters Score -2.832111e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -28321176.000000 Penalty: 4061.064941
	Iteration 16Q: 3 clusters Score -2.832118e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -28321296.000000 Penalty: 4061.064941
	Iteration 17Q: 3 clusters Score -2.83213e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -28321334.000000 Penalty: 4061.064941
	Iteration 18Q: 3 clusters Score -2.832133e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169753 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -28321430.000000 Penalty: 4061.064941
	Iteration 19Q: 3 clusters Score -2.832143e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -28321530.000000 Penalty: 4061.064941
	Iteration 20F: 3 clusters Score -2.832153e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167087 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -28321778.000000 Penalty: 4061.064941
	Iteration 21Q: 3 clusters Score -2.832178e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -28321908.000000 Penalty: 4061.064941
	Iteration 22Q: 3 clusters Score -2.832191e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -28322042.000000 Penalty: 4061.064941
	Iteration 23Q: 3 clusters Score -2.832204e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -28322008.000000 Penalty: 4061.064941
	Iteration 24Q: 3 clusters Score -2.832201e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -28322016.000000 Penalty: 4061.064941
	Iteration 25Q: 3 clusters Score -2.832202e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -28322260.000000 Penalty: 4061.064941
	Iteration 26Q: 3 clusters Score -2.832226e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 108301 members 
Entering Unmasked Estep 
Score: -28322538.000000 Penalty: 4061.064941
	Iteration 27Q: 3 clusters Score -2.832254e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -28322690.000000 Penalty: 4061.064941
	Iteration 28Q: 3 clusters Score -2.832269e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -28322926.000000 Penalty: 4061.064941
	Iteration 29Q: 3 clusters Score -2.832293e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -28323020.000000 Penalty: 4061.064941
	Iteration 30Q: 3 clusters Score -2.832302e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -28323198.000000 Penalty: 4061.064941
	Iteration 31Q: 3 clusters Score -2.83232e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -28323424.000000 Penalty: 4061.064941
	Iteration 32Q: 3 clusters Score -2.832342e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -28323508.000000 Penalty: 4061.064941
	Iteration 33Q: 3 clusters Score -2.832351e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -28323624.000000 Penalty: 4061.064941
	Iteration 34Q: 3 clusters Score -2.832362e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151451 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -28323766.000000 Penalty: 4061.064941
	Iteration 35Q: 3 clusters Score -2.832377e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -28323854.000000 Penalty: 4061.064941
	Iteration 36Q: 3 clusters Score -2.832385e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 116849 members 
Entering Unmasked Estep 
Score: -28324020.000000 Penalty: 4061.064941
	Iteration 37Q: 3 clusters Score -2.832402e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149768 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -28324234.000000 Penalty: 4061.064941
	Iteration 38Q: 3 clusters Score -2.832423e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -28324394.000000 Penalty: 4061.064941
	Iteration 39Q: 3 clusters Score -2.832439e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 118331 members 
Entering Unmasked Estep 
Score: -28324510.000000 Penalty: 4061.064941
	Iteration 40F: 3 clusters Score -2.832451e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 118781 members 
Entering Unmasked Estep 
Score: -28324522.000000 Penalty: 4061.064941
	Iteration 41Q: 3 clusters Score -2.832452e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
Score: -28324672.000000 Penalty: 4061.064941
	Iteration 42Q: 3 clusters Score -2.832467e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -28324728.000000 Penalty: 4061.064941
	Iteration 43Q: 3 clusters Score -2.832473e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -28324764.000000 Penalty: 4061.064941
	Iteration 44Q: 3 clusters Score -2.832476e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -28324774.000000 Penalty: 4061.064941
	Iteration 45Q: 3 clusters Score -2.832477e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146365 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -28324984.000000 Penalty: 4061.064941
	Iteration 46Q: 3 clusters Score -2.832498e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -28325020.000000 Penalty: 4061.064941
	Iteration 47Q: 3 clusters Score -2.832502e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -28325120.000000 Penalty: 4061.064941
	Iteration 48Q: 3 clusters Score -2.832512e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145292 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -28325216.000000 Penalty: 4061.064941
	Iteration 49Q: 3 clusters Score -2.832522e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -28325304.000000 Penalty: 4061.064941
	Iteration 50Q: 3 clusters Score -2.83253e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144593 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -28325376.000000 Penalty: 4061.064941
	Iteration 51Q: 3 clusters Score -2.832538e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 122926 members 
Entering Unmasked Estep 
Score: -28325436.000000 Penalty: 4061.064941
	Iteration 52Q: 3 clusters Score -2.832544e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -28325428.000000 Penalty: 4061.064941
	Iteration 53Q: 3 clusters Score -2.832543e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143494 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -28325522.000000 Penalty: 4061.064941
	Iteration 54Q: 3 clusters Score -2.832552e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -28325652.000000 Penalty: 4061.064941
	Iteration 55Q: 3 clusters Score -2.832565e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 124462 members 
Entering Unmasked Estep 
Score: -28325656.000000 Penalty: 4061.064941
	Iteration 56Q: 3 clusters Score -2.832566e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142224 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -28325724.000000 Penalty: 4061.064941
	Iteration 57Q: 3 clusters Score -2.832572e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -28325658.000000 Penalty: 4061.064941
	Iteration 58Q: 3 clusters Score -2.832566e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -28325716.000000 Penalty: 4061.064941
	Iteration 59Q: 3 clusters Score -2.832572e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140795 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -28325808.000000 Penalty: 4061.064941
	Iteration 60F: 3 clusters Score -2.832581e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -28325868.000000 Penalty: 4061.064941
	Iteration 61Q: 3 clusters Score -2.832587e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -28325840.000000 Penalty: 4061.064941
	Iteration 62Q: 3 clusters Score -2.832584e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139349 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -28325884.000000 Penalty: 4061.064941
	Iteration 63Q: 3 clusters Score -2.832588e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138907 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -28325992.000000 Penalty: 4061.064941
	Iteration 64Q: 3 clusters Score -2.832599e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -28326000.000000 Penalty: 4061.064941
	Iteration 65Q: 3 clusters Score -2.8326e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -28326018.000000 Penalty: 4061.064941
	Iteration 66Q: 3 clusters Score -2.832602e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137555 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -28326056.000000 Penalty: 4061.064941
	Iteration 67Q: 3 clusters Score -2.832606e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137163 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -28326106.000000 Penalty: 4061.064941
	Iteration 68Q: 3 clusters Score -2.832611e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136808 members 
Mstep: Class 2 contains 130347 members 
Entering Unmasked Estep 
Score: -28326136.000000 Penalty: 4061.064941
	Iteration 69Q: 3 clusters Score -2.832614e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136474 members 
Mstep: Class 2 contains 130681 members 
Entering Unmasked Estep 
Score: -28326196.000000 Penalty: 4061.064941
	Iteration 70Q: 3 clusters Score -2.83262e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -28326236.000000 Penalty: 4061.064941
	Iteration 71Q: 3 clusters Score -2.832624e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -28326390.000000 Penalty: 4061.064941
	Iteration 72Q: 3 clusters Score -2.832639e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -28326362.000000 Penalty: 4061.064941
	Iteration 73Q: 3 clusters Score -2.832636e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 132102 members 
Entering Unmasked Estep 
Score: -28326496.000000 Penalty: 4061.064941
	Iteration 74Q: 3 clusters Score -2.83265e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134682 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -28326544.000000 Penalty: 4061.064941
	Iteration 75Q: 3 clusters Score -2.832654e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -28326658.000000 Penalty: 4061.064941
	Iteration 76Q: 3 clusters Score -2.832666e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 133231 members 
Entering Unmasked Estep 
Score: -28326812.000000 Penalty: 4061.064941
	Iteration 77Q: 3 clusters Score -2.832681e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133535 members 
Mstep: Class 2 contains 133620 members 
Entering Unmasked Estep 
Score: -28326962.000000 Penalty: 4061.064941
	Iteration 78Q: 3 clusters Score -2.832696e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133085 members 
Mstep: Class 2 contains 134070 members 
Entering Unmasked Estep 
Score: -28327004.000000 Penalty: 4061.064941
	Iteration 79Q: 3 clusters Score -2.8327e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -28327012.000000 Penalty: 4061.064941
	Iteration 80F: 3 clusters Score -2.832701e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -28327036.000000 Penalty: 4061.064941
	Iteration 81Q: 3 clusters Score -2.832704e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 135902 members 
Entering Unmasked Estep 
Score: -28327122.000000 Penalty: 4061.064941
	Iteration 82Q: 3 clusters Score -2.832712e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 136580 members 
Entering Unmasked Estep 
Score: -28327208.000000 Penalty: 4061.064941
	Iteration 83Q: 3 clusters Score -2.832721e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129849 members 
Mstep: Class 2 contains 137306 members 
Entering Unmasked Estep 
Score: -28327378.000000 Penalty: 4061.064941
	Iteration 84Q: 3 clusters Score -2.832738e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 138187 members 
Entering Unmasked Estep 
Score: -28327562.000000 Penalty: 4061.064941
	Iteration 85Q: 3 clusters Score -2.832756e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128017 members 
Mstep: Class 2 contains 139138 members 
Entering Unmasked Estep 
Score: -28327802.000000 Penalty: 4061.064941
	Iteration 86Q: 3 clusters Score -2.83278e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 140213 members 
Entering Unmasked Estep 
Score: -28327946.000000 Penalty: 4061.064941
	Iteration 87Q: 3 clusters Score -2.832795e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -28328194.000000 Penalty: 4061.064941
	Iteration 88Q: 3 clusters Score -2.832819e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 142749 members 
Entering Unmasked Estep 
Score: -28328456.000000 Penalty: 4061.064941
	Iteration 89Q: 3 clusters Score -2.832846e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 144130 members 
Entering Unmasked Estep 
Score: -28328730.000000 Penalty: 4061.064941
	Iteration 90Q: 3 clusters Score -2.832873e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 145699 members 
Entering Unmasked Estep 
Score: -28328936.000000 Penalty: 4061.064941
	Iteration 91Q: 3 clusters Score -2.832894e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -28329292.000000 Penalty: 4061.064941
	Iteration 92Q: 3 clusters Score -2.832929e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -28329450.000000 Penalty: 4061.064941
	Iteration 93Q: 3 clusters Score -2.832945e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -28329752.000000 Penalty: 4061.064941
	Iteration 94Q: 3 clusters Score -2.832975e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -28330056.000000 Penalty: 4061.064941
	Iteration 95Q: 3 clusters Score -2.833006e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 157654 members 
Entering Unmasked Estep 
Score: -28330398.000000 Penalty: 4061.064941
	Iteration 96Q: 3 clusters Score -2.83304e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -28330824.000000 Penalty: 4061.064941
	Iteration 97Q: 3 clusters Score -2.833082e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -28331228.000000 Penalty: 4061.064941
	Iteration 98Q: 3 clusters Score -2.833123e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 168834 members 
Entering Unmasked Estep 
Score: -28331708.000000 Penalty: 4061.064941
	Iteration 99Q: 3 clusters Score -2.833171e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -28332256.000000 Penalty: 4061.064941
	Iteration 100F: 3 clusters Score -2.833226e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -28332580.000000 Penalty: 4061.064941
	Iteration 101Q: 3 clusters Score -2.833258e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -28332866.000000 Penalty: 4061.064941
	Iteration 102Q: 3 clusters Score -2.833287e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 186161 members 
Entering Unmasked Estep 
Score: -28333500.000000 Penalty: 4061.064941
	Iteration 103Q: 3 clusters Score -2.83335e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 190714 members 
Entering Unmasked Estep 
Score: -28333976.000000 Penalty: 4061.064941
	Iteration 104Q: 3 clusters Score -2.833398e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 195168 members 
Entering Unmasked Estep 
Score: -28334364.000000 Penalty: 4061.064941
	Iteration 105Q: 3 clusters Score -2.833436e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -28335006.000000 Penalty: 4061.064941
	Iteration 106Q: 3 clusters Score -2.833501e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 203896 members 
Entering Unmasked Estep 
Score: -28335530.000000 Penalty: 4061.064941
	Iteration 107Q: 3 clusters Score -2.833553e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 208033 members 
Entering Unmasked Estep 
Score: -28335966.000000 Penalty: 4061.064941
	Iteration 108Q: 3 clusters Score -2.833597e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 212098 members 
Entering Unmasked Estep 
Score: -28336300.000000 Penalty: 4061.064941
	Iteration 109Q: 3 clusters Score -2.83363e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 216014 members 
Entering Unmasked Estep 
Score: -28336664.000000 Penalty: 4061.064941
	Iteration 110Q: 3 clusters Score -2.833666e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 219812 members 
Entering Unmasked Estep 
Score: -28337280.000000 Penalty: 4061.064941
	Iteration 111Q: 3 clusters Score -2.833728e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 223434 members 
Entering Unmasked Estep 
Score: -28337964.000000 Penalty: 4061.064941
	Iteration 112Q: 3 clusters Score -2.833796e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 226917 members 
Entering Unmasked Estep 
Score: -28338356.000000 Penalty: 4061.064941
	Iteration 113Q: 3 clusters Score -2.833836e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 230226 members 
Entering Unmasked Estep 
Score: -28338726.000000 Penalty: 4061.064941
	Iteration 114Q: 3 clusters Score -2.833873e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 233401 members 
Entering Unmasked Estep 
Score: -28339224.000000 Penalty: 4061.064941
	Iteration 115Q: 3 clusters Score -2.833922e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 236358 members 
Entering Unmasked Estep 
Score: -28339846.000000 Penalty: 4061.064941
	Iteration 116Q: 3 clusters Score -2.833985e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 239187 members 
Entering Unmasked Estep 
Score: -28340400.000000 Penalty: 4061.064941
	Iteration 117Q: 3 clusters Score -2.83404e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 241685 members 
Entering Unmasked Estep 
Score: -28340808.000000 Penalty: 4061.064941
	Iteration 118Q: 3 clusters Score -2.834081e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 243948 members 
Entering Unmasked Estep 
Score: -28341568.000000 Penalty: 4061.064941
	Iteration 119Q: 3 clusters Score -2.834157e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 246056 members 
Entering Unmasked Estep 
Score: -28342572.000000 Penalty: 4061.064941
	Iteration 120F: 3 clusters Score -2.834257e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 248809 members 
Entering Unmasked Estep 
Score: -28343220.000000 Penalty: 4061.064941
	Iteration 121Q: 3 clusters Score -2.834322e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 251423 members 
Entering Unmasked Estep 
Score: -28343674.000000 Penalty: 4061.064941
	Iteration 122Q: 3 clusters Score -2.834367e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 253822 members 
Entering Unmasked Estep 
Score: -28344150.000000 Penalty: 4061.064941
	Iteration 123Q: 3 clusters Score -2.834415e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 255936 members 
Entering Unmasked Estep 
Score: -28344464.000000 Penalty: 4061.064941
	Iteration 124Q: 3 clusters Score -2.834446e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 257857 members 
Entering Unmasked Estep 
Score: -28344596.000000 Penalty: 4061.064941
	Iteration 125Q: 3 clusters Score -2.83446e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 259441 members 
Entering Unmasked Estep 
Score: -28344938.000000 Penalty: 4061.064941
	Iteration 126Q: 3 clusters Score -2.834494e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 260700 members 
Entering Unmasked Estep 
Score: -28345336.000000 Penalty: 4061.064941
	Iteration 127Q: 3 clusters Score -2.834534e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 261720 members 
Entering Unmasked Estep 
Score: -28345460.000000 Penalty: 4061.064941
	Iteration 128Q: 3 clusters Score -2.834546e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 262526 members 
Entering Unmasked Estep 
Score: -28345702.000000 Penalty: 4061.064941
	Iteration 129Q: 3 clusters Score -2.83457e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 263209 members 
Entering Unmasked Estep 
Score: -28345834.000000 Penalty: 4061.064941
	Iteration 130Q: 3 clusters Score -2.834583e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 263716 members 
Entering Unmasked Estep 
Score: -28345888.000000 Penalty: 4061.064941
	Iteration 131Q: 3 clusters Score -2.834589e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 264128 members 
Entering Unmasked Estep 
Score: -28345958.000000 Penalty: 4061.064941
	Iteration 132Q: 3 clusters Score -2.834596e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 264452 members 
Entering Unmasked Estep 
Score: -28346010.000000 Penalty: 4061.064941
	Iteration 133Q: 3 clusters Score -2.834601e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 264720 members 
Entering Unmasked Estep 
Score: -28346102.000000 Penalty: 4061.064941
	Iteration 134Q: 3 clusters Score -2.83461e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 264946 members 
Entering Unmasked Estep 
Score: -28346098.000000 Penalty: 4061.064941
	Iteration 135Q: 3 clusters Score -2.83461e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 265144 members 
Entering Unmasked Estep 
Score: -28346090.000000 Penalty: 4061.064941
	Iteration 136Q: 3 clusters Score -2.834609e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 265302 members 
Entering Unmasked Estep 
Score: -28346068.000000 Penalty: 4061.064941
	Iteration 137Q: 3 clusters Score -2.834607e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 265424 members 
Entering Unmasked Estep 
Score: -28346038.000000 Penalty: 4061.064941
	Iteration 138Q: 3 clusters Score -2.834604e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 265528 members 
Entering Unmasked Estep 
Score: -28345986.000000 Penalty: 4061.064941
	Iteration 139Q: 3 clusters Score -2.834599e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 265610 members 
Entering Unmasked Estep 
Score: -28345992.000000 Penalty: 4061.064941
	Iteration 140F: 3 clusters Score -2.834599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 265665 members 
Entering Unmasked Estep 
Score: -28346012.000000 Penalty: 4061.064941
	Iteration 141Q: 3 clusters Score -2.834601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 265712 members 
Entering Unmasked Estep 
Score: -28346022.000000 Penalty: 4061.064941
	Iteration 142Q: 3 clusters Score -2.834602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 265749 members 
Entering Unmasked Estep 
Score: -28345996.000000 Penalty: 4061.064941
	Iteration 143Q: 3 clusters Score -2.8346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 265778 members 
Entering Unmasked Estep 
Score: -28345996.000000 Penalty: 4061.064941
	Iteration 144Q: 3 clusters Score -2.8346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 265805 members 
Entering Unmasked Estep 
Score: -28346002.000000 Penalty: 4061.064941
	Iteration 145Q: 3 clusters Score -2.8346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 265837 members 
Entering Unmasked Estep 
Score: -28345984.000000 Penalty: 4061.064941
	Iteration 146Q: 3 clusters Score -2.834598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 265861 members 
Entering Unmasked Estep 
Score: -28345988.000000 Penalty: 4061.064941
	Iteration 147Q: 3 clusters Score -2.834599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 265877 members 
Entering Unmasked Estep 
Score: -28345972.000000 Penalty: 4061.064941
	Iteration 148Q: 3 clusters Score -2.834597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 265893 members 
Entering Unmasked Estep 
Score: -28345958.000000 Penalty: 4061.064941
	Iteration 149Q: 3 clusters Score -2.834596e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 265912 members 
Entering Unmasked Estep 
Score: -28345962.000000 Penalty: 4061.064941
	Iteration 150Q: 3 clusters Score -2.834596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 265931 members 
Entering Unmasked Estep 
Score: -28345956.000000 Penalty: 4061.064941
	Iteration 151Q: 3 clusters Score -2.834596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 265943 members 
Entering Unmasked Estep 
Score: -28345996.000000 Penalty: 4061.064941
	Iteration 152Q: 3 clusters Score -2.8346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 265955 members 
Entering Unmasked Estep 
Score: -28345996.000000 Penalty: 4061.064941
	Iteration 153Q: 3 clusters Score -2.8346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 265966 members 
Entering Unmasked Estep 
Score: -28346012.000000 Penalty: 4061.064941
	Iteration 154Q: 3 clusters Score -2.834601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 265969 members 
Entering Unmasked Estep 
Score: -28346004.000000 Penalty: 4061.064941
	Iteration 155Q: 3 clusters Score -2.8346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 265973 members 
Entering Unmasked Estep 
Score: -28346002.000000 Penalty: 4061.064941
	Iteration 156Q: 3 clusters Score -2.8346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 265977 members 
Entering Unmasked Estep 
Score: -28346010.000000 Penalty: 4061.064941
	Iteration 157Q: 3 clusters Score -2.834601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 265983 members 
Entering Unmasked Estep 
Score: -28346014.000000 Penalty: 4061.064941
	Iteration 158Q: 3 clusters Score -2.834601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 265995 members 
Entering Unmasked Estep 
Score: -28346032.000000 Penalty: 4061.064941
	Iteration 159Q: 3 clusters Score -2.834603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 266002 members 
Entering Unmasked Estep 
Score: -28346026.000000 Penalty: 4061.064941
	Iteration 160F: 3 clusters Score -2.834603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 266011 members 
Entering Unmasked Estep 
Score: -28346028.000000 Penalty: 4061.064941
	Iteration 161Q: 3 clusters Score -2.834603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 266019 members 
Entering Unmasked Estep 
Score: -28346026.000000 Penalty: 4061.064941
	Iteration 162Q: 3 clusters Score -2.834603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 266031 members 
Entering Unmasked Estep 
Score: -28346008.000000 Penalty: 4061.064941
	Iteration 163Q: 3 clusters Score -2.834601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 266039 members 
Entering Unmasked Estep 
Score: -28346018.000000 Penalty: 4061.064941
	Iteration 164Q: 3 clusters Score -2.834602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 266045 members 
Entering Unmasked Estep 
Score: -28346016.000000 Penalty: 4061.064941
	Iteration 165Q: 3 clusters Score -2.834602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 266048 members 
Entering Unmasked Estep 
Score: -28346008.000000 Penalty: 4061.064941
	Iteration 166Q: 3 clusters Score -2.834601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 266050 members 
Entering Unmasked Estep 
Score: -28346006.000000 Penalty: 4061.064941
	Iteration 167Q: 3 clusters Score -2.834601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 266054 members 
Entering Unmasked Estep 
Score: -28346010.000000 Penalty: 4061.064941
	Iteration 168Q: 3 clusters Score -2.834601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 266057 members 
Entering Unmasked Estep 
Score: -28346006.000000 Penalty: 4061.064941
	Iteration 169Q: 3 clusters Score -2.834601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 266061 members 
Entering Unmasked Estep 
Score: -28345994.000000 Penalty: 4061.064941
	Iteration 170Q: 3 clusters Score -2.834599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 266063 members 
Entering Unmasked Estep 
Score: -28345996.000000 Penalty: 4061.064941
	Iteration 171Q: 3 clusters Score -2.8346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 266064 members 
Entering Unmasked Estep 
Score: -28345998.000000 Penalty: 4061.064941
	Iteration 172Q: 3 clusters Score -2.8346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 266065 members 
Entering Unmasked Estep 
Score: -28346000.000000 Penalty: 4061.064941
	Iteration 173Q: 3 clusters Score -2.8346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 266065 members 
Entering Unmasked Estep 
Score: -28346000.000000 Penalty: 4061.064941
	Iteration 174F: 3 clusters Score -2.8346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Entering Unmasked Estep 
Score: -17418412.000000 Penalty: 1950.143921
	Iteration 0F: 2 clusters Score -1.741841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -17312408.000000 Penalty: 3900.287842
	Iteration 0F: 3 clusters Score -1.731241e+07 nChanged 78765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -17360270.000000 Penalty: 3900.287842
	Iteration 1F: 3 clusters Score -1.736027e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -17362990.000000 Penalty: 3900.287842
	Iteration 2Q: 3 clusters Score -1.736299e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -17367466.000000 Penalty: 3900.287842
	Iteration 3F: 3 clusters Score -1.736747e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -17374980.000000 Penalty: 3900.287842
	Iteration 4F: 3 clusters Score -1.737498e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -17385198.000000 Penalty: 3900.287842
	Iteration 5F: 3 clusters Score -1.73852e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124137 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -17396366.000000 Penalty: 3900.287842
	Iteration 6F: 3 clusters Score -1.739637e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -17405504.000000 Penalty: 3900.287842
	Iteration 7F: 3 clusters Score -1.74055e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -17410532.000000 Penalty: 3900.287842
	Iteration 8Q: 3 clusters Score -1.741053e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -17412418.000000 Penalty: 3900.287842
	Iteration 9Q: 3 clusters Score -1.741242e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139542 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -17413410.000000 Penalty: 3900.287842
	Iteration 10Q: 3 clusters Score -1.741341e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -17414242.000000 Penalty: 3900.287842
	Iteration 11Q: 3 clusters Score -1.741424e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -17414782.000000 Penalty: 3900.287842
	Iteration 12Q: 3 clusters Score -1.741478e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -17415438.000000 Penalty: 3900.287842
	Iteration 13Q: 3 clusters Score -1.741544e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147133 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -17415844.000000 Penalty: 3900.287842
	Iteration 14Q: 3 clusters Score -1.741584e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -17416242.000000 Penalty: 3900.287842
	Iteration 15Q: 3 clusters Score -1.741624e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -17416502.000000 Penalty: 3900.287842
	Iteration 16Q: 3 clusters Score -1.74165e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -17416752.000000 Penalty: 3900.287842
	Iteration 17Q: 3 clusters Score -1.741675e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153432 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -17416972.000000 Penalty: 3900.287842
	Iteration 18Q: 3 clusters Score -1.741697e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -17417126.000000 Penalty: 3900.287842
	Iteration 19Q: 3 clusters Score -1.741713e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -17417172.000000 Penalty: 3900.287842
	Iteration 20F: 3 clusters Score -1.741717e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -17417278.000000 Penalty: 3900.287842
	Iteration 21Q: 3 clusters Score -1.741728e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -17417290.000000 Penalty: 3900.287842
	Iteration 22Q: 3 clusters Score -1.741729e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -17417248.000000 Penalty: 3900.287842
	Iteration 23Q: 3 clusters Score -1.741725e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -17417324.000000 Penalty: 3900.287842
	Iteration 24Q: 3 clusters Score -1.741732e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159815 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -17417382.000000 Penalty: 3900.287842
	Iteration 25Q: 3 clusters Score -1.741738e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -17417368.000000 Penalty: 3900.287842
	Iteration 26Q: 3 clusters Score -1.741737e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -17417320.000000 Penalty: 3900.287842
	Iteration 27Q: 3 clusters Score -1.741732e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17417300.000000 Penalty: 3900.287842
	Iteration 28Q: 3 clusters Score -1.74173e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17417250.000000 Penalty: 3900.287842
	Iteration 29Q: 3 clusters Score -1.741725e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -17417192.000000 Penalty: 3900.287842
	Iteration 30Q: 3 clusters Score -1.741719e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -17417188.000000 Penalty: 3900.287842
	Iteration 31Q: 3 clusters Score -1.741719e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17417180.000000 Penalty: 3900.287842
	Iteration 32Q: 3 clusters Score -1.741718e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161648 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17417184.000000 Penalty: 3900.287842
	Iteration 33Q: 3 clusters Score -1.741718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17417208.000000 Penalty: 3900.287842
	Iteration 34Q: 3 clusters Score -1.741721e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17417240.000000 Penalty: 3900.287842
	Iteration 35Q: 3 clusters Score -1.741724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17417226.000000 Penalty: 3900.287842
	Iteration 36Q: 3 clusters Score -1.741723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17417234.000000 Penalty: 3900.287842
	Iteration 37Q: 3 clusters Score -1.741723e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17417192.000000 Penalty: 3900.287842
	Iteration 38Q: 3 clusters Score -1.741719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161967 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17417184.000000 Penalty: 3900.287842
	Iteration 39Q: 3 clusters Score -1.741718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17417164.000000 Penalty: 3900.287842
	Iteration 40F: 3 clusters Score -1.741716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -17417158.000000 Penalty: 3900.287842
	Iteration 41Q: 3 clusters Score -1.741716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162057 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -17417138.000000 Penalty: 3900.287842
	Iteration 42Q: 3 clusters Score -1.741714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17417118.000000 Penalty: 3900.287842
	Iteration 43Q: 3 clusters Score -1.741712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17417126.000000 Penalty: 3900.287842
	Iteration 44Q: 3 clusters Score -1.741713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17417114.000000 Penalty: 3900.287842
	Iteration 45Q: 3 clusters Score -1.741711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162128 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17417116.000000 Penalty: 3900.287842
	Iteration 46Q: 3 clusters Score -1.741712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -17417116.000000 Penalty: 3900.287842
	Iteration 47Q: 3 clusters Score -1.741712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162156 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17417110.000000 Penalty: 3900.287842
	Iteration 48Q: 3 clusters Score -1.741711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17417114.000000 Penalty: 3900.287842
	Iteration 49Q: 3 clusters Score -1.741711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -17417126.000000 Penalty: 3900.287842
	Iteration 50Q: 3 clusters Score -1.741713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17417128.000000 Penalty: 3900.287842
	Iteration 51Q: 3 clusters Score -1.741713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17417122.000000 Penalty: 3900.287842
	Iteration 52Q: 3 clusters Score -1.741712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17417128.000000 Penalty: 3900.287842
	Iteration 53Q: 3 clusters Score -1.741713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -17417128.000000 Penalty: 3900.287842
	Iteration 54Q: 3 clusters Score -1.741713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -17417114.000000 Penalty: 3900.287842
	Iteration 55Q: 3 clusters Score -1.741711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17417118.000000 Penalty: 3900.287842
	Iteration 56Q: 3 clusters Score -1.741712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -17417124.000000 Penalty: 3900.287842
	Iteration 57Q: 3 clusters Score -1.741712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17417124.000000 Penalty: 3900.287842
	Iteration 58Q: 3 clusters Score -1.741712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162227 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17417108.000000 Penalty: 3900.287842
	Iteration 59Q: 3 clusters Score -1.741711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162227 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17417108.000000 Penalty: 3900.287842
	Iteration 60F: 3 clusters Score -1.741711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11706 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 55517 members 
Mstep: Class 7 contains 13521 members 
Mstep: Class 8 contains 12999 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 66668 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267155 members 
Mstep: Class 19 contains 162899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480120.000000 Penalty: 37579.566406
Iteration 199Q: 18 clusters Score -8.448012e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11709 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26373 members 
Mstep: Class 6 contains 55514 members 
Mstep: Class 7 contains 13521 members 
Mstep: Class 8 contains 12997 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66657 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165748 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267208 members 
Mstep: Class 19 contains 162874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480048.000000 Penalty: 37579.566406
Iteration 200F: 18 clusters Score -8.448005e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26376 members 
Mstep: Class 6 contains 55514 members 
Mstep: Class 7 contains 13522 members 
Mstep: Class 8 contains 12993 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 66650 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165724 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267243 members 
Mstep: Class 19 contains 162866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480048.000000 Penalty: 37579.566406
Iteration 201Q: 18 clusters Score -8.448005e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26378 members 
Mstep: Class 6 contains 55511 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 66644 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165725 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267265 members 
Mstep: Class 19 contains 162849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479920.000000 Penalty: 37579.566406
Iteration 202Q: 18 clusters Score -8.447992e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26379 members 
Mstep: Class 6 contains 55511 members 
Mstep: Class 7 contains 13525 members 
Mstep: Class 8 contains 12990 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66640 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165721 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267275 members 
Mstep: Class 19 contains 162841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480000.000000 Penalty: 37579.566406
Iteration 203Q: 18 clusters Score -8.448e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26381 members 
Mstep: Class 6 contains 55512 members 
Mstep: Class 7 contains 13527 members 
Mstep: Class 8 contains 12988 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 66638 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165721 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267280 members 
Mstep: Class 19 contains 162836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480000.000000 Penalty: 37579.566406
Iteration 204Q: 18 clusters Score -8.448e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26380 members 
Mstep: Class 6 contains 55512 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66635 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165723 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267286 members 
Mstep: Class 19 contains 162829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479896.000000 Penalty: 37579.566406
Iteration 205Q: 18 clusters Score -8.44799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 55510 members 
Mstep: Class 7 contains 13530 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66632 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165727 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267288 members 
Mstep: Class 19 contains 162822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479968.000000 Penalty: 37579.566406
Iteration 206Q: 18 clusters Score -8.447997e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26385 members 
Mstep: Class 6 contains 55510 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66632 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165727 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267293 members 
Mstep: Class 19 contains 162814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479944.000000 Penalty: 37579.566406
Iteration 207Q: 18 clusters Score -8.447994e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26387 members 
Mstep: Class 6 contains 55508 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66635 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165723 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267295 members 
Mstep: Class 19 contains 162813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479896.000000 Penalty: 37579.566406
Iteration 208Q: 18 clusters Score -8.44799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26387 members 
Mstep: Class 6 contains 55507 members 
Mstep: Class 7 contains 13530 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66634 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165708 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267315 members 
Mstep: Class 19 contains 162808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480008.000000 Penalty: 37579.566406
Iteration 209Q: 18 clusters Score -8.448001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26388 members 
Mstep: Class 6 contains 55507 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66639 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165694 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267333 members 
Mstep: Class 19 contains 162799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480128.000000 Penalty: 37579.566406
Iteration 210Q: 18 clusters Score -8.448013e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26387 members 
Mstep: Class 6 contains 55507 members 
Mstep: Class 7 contains 13527 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4831 members 
Mstep: Class 13 contains 66638 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165674 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267370 members 
Mstep: Class 19 contains 162784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480040.000000 Penalty: 37579.566406
Iteration 211Q: 18 clusters Score -8.448004e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26388 members 
Mstep: Class 6 contains 55505 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 12988 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66636 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267398 members 
Mstep: Class 19 contains 162772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480136.000000 Penalty: 37579.566406
Iteration 212Q: 18 clusters Score -8.448014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26389 members 
Mstep: Class 6 contains 55501 members 
Mstep: Class 7 contains 13525 members 
Mstep: Class 8 contains 12988 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4830 members 
Mstep: Class 13 contains 66628 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 267415 members 
Mstep: Class 19 contains 162764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480144.000000 Penalty: 37579.566406
Iteration 213Q: 18 clusters Score -8.448014e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26391 members 
Mstep: Class 6 contains 55499 members 
Mstep: Class 7 contains 13525 members 
Mstep: Class 8 contains 12990 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 66623 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267438 members 
Mstep: Class 19 contains 162744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480080.000000 Penalty: 37579.566406
Iteration 214Q: 18 clusters Score -8.448008e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 55497 members 
Mstep: Class 7 contains 13525 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4829 members 
Mstep: Class 13 contains 66621 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165647 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267469 members 
Mstep: Class 19 contains 162728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480040.000000 Penalty: 37579.566406
Iteration 215Q: 18 clusters Score -8.448004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 55495 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4828 members 
Mstep: Class 13 contains 66615 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165639 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 267499 members 
Mstep: Class 19 contains 162710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480128.000000 Penalty: 37579.566406
Iteration 216Q: 18 clusters Score -8.448013e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26399 members 
Mstep: Class 6 contains 55489 members 
Mstep: Class 7 contains 13528 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 66612 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165636 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 267521 members 
Mstep: Class 19 contains 162697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480120.000000 Penalty: 37579.566406
Iteration 217Q: 18 clusters Score -8.448012e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26405 members 
Mstep: Class 6 contains 55491 members 
Mstep: Class 7 contains 13529 members 
Mstep: Class 8 contains 12992 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 66608 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165613 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 267552 members 
Mstep: Class 19 contains 162684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480232.000000 Penalty: 37579.566406
Iteration 218Q: 18 clusters Score -8.448023e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26408 members 
Mstep: Class 6 contains 55496 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 12991 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 66603 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165593 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 267579 members 
Mstep: Class 19 contains 162672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480112.000000 Penalty: 37579.566406
Iteration 219Q: 18 clusters Score -8.448011e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 55495 members 
Mstep: Class 7 contains 13534 members 
Mstep: Class 8 contains 12990 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4825 members 
Mstep: Class 13 contains 66595 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165588 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 267602 members 
Mstep: Class 19 contains 162659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480184.000000 Penalty: 37579.566406
Iteration 220F: 18 clusters Score -8.448018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 55495 members 
Mstep: Class 7 contains 13535 members 
Mstep: Class 8 contains 12989 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4824 members 
Mstep: Class 13 contains 66583 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165589 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 267624 members 
Mstep: Class 19 contains 162640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480232.000000 Penalty: 37579.566406
Iteration 221Q: 18 clusters Score -8.448023e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 55496 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 12988 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4823 members 
Mstep: Class 13 contains 66575 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165583 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 267646 members 
Mstep: Class 19 contains 162625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480152.000000 Penalty: 37579.566406
Iteration 222Q: 18 clusters Score -8.448015e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11727 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 55491 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 12986 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66564 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165578 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 267666 members 
Mstep: Class 19 contains 162625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480112.000000 Penalty: 37579.566406
Iteration 223Q: 18 clusters Score -8.448011e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11727 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 55490 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 12984 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66555 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165561 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 267698 members 
Mstep: Class 19 contains 162614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480232.000000 Penalty: 37579.566406
Iteration 224Q: 18 clusters Score -8.448023e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55491 members 
Mstep: Class 7 contains 13540 members 
Mstep: Class 8 contains 12984 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66542 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165555 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 267731 members 
Mstep: Class 19 contains 162596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480176.000000 Penalty: 37579.566406
Iteration 225Q: 18 clusters Score -8.448018e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55488 members 
Mstep: Class 7 contains 13543 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66530 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165543 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 267766 members 
Mstep: Class 19 contains 162588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480120.000000 Penalty: 37579.566406
Iteration 226Q: 18 clusters Score -8.448012e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55484 members 
Mstep: Class 7 contains 13544 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66521 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165527 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267793 members 
Mstep: Class 19 contains 162590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480088.000000 Penalty: 37579.566406
Iteration 227Q: 18 clusters Score -8.448009e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 55480 members 
Mstep: Class 7 contains 13547 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66511 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165503 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267828 members 
Mstep: Class 19 contains 162586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480168.000000 Penalty: 37579.566406
Iteration 228Q: 18 clusters Score -8.448017e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 55479 members 
Mstep: Class 7 contains 13549 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66498 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165485 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267864 members 
Mstep: Class 19 contains 162578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480176.000000 Penalty: 37579.566406
Iteration 229Q: 18 clusters Score -8.448018e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 55473 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66485 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165478 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267885 members 
Mstep: Class 19 contains 162575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480232.000000 Penalty: 37579.566406
Iteration 230Q: 18 clusters Score -8.448023e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 55474 members 
Mstep: Class 7 contains 13553 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66476 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165474 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267902 members 
Mstep: Class 19 contains 162567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480176.000000 Penalty: 37579.566406
Iteration 231Q: 18 clusters Score -8.448018e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 55470 members 
Mstep: Class 7 contains 13554 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66470 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165472 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267913 members 
Mstep: Class 19 contains 162566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480200.000000 Penalty: 37579.566406
Iteration 232Q: 18 clusters Score -8.44802e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 55468 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66459 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165472 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267925 members 
Mstep: Class 19 contains 162560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480200.000000 Penalty: 37579.566406
Iteration 233Q: 18 clusters Score -8.44802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55466 members 
Mstep: Class 7 contains 13564 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66453 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165473 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267933 members 
Mstep: Class 19 contains 162559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480216.000000 Penalty: 37579.566406
Iteration 234Q: 18 clusters Score -8.448022e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55464 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66452 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165469 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 267946 members 
Mstep: Class 19 contains 162554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480184.000000 Penalty: 37579.566406
Iteration 235Q: 18 clusters Score -8.448018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 55459 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66453 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165465 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267961 members 
Mstep: Class 19 contains 162545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480264.000000 Penalty: 37579.566406
Iteration 236Q: 18 clusters Score -8.448026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 55459 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66454 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165457 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267965 members 
Mstep: Class 19 contains 162549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480296.000000 Penalty: 37579.566406
Iteration 237Q: 18 clusters Score -8.44803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66454 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165447 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 267979 members 
Mstep: Class 19 contains 162541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480296.000000 Penalty: 37579.566406
Iteration 238Q: 18 clusters Score -8.44803e+07 nChanged 46
Entering ConstructFrom: 
Score: -84480296.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Entering Unmasked Estep 
Score: -1108706.125000 Penalty: 1506.593018
	Iteration 0F: 2 clusters Score -1108706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1101200.000000 Penalty: 3013.186035
	Iteration 0F: 3 clusters Score -1101200 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1103610.875000 Penalty: 3013.186035
	Iteration 1F: 3 clusters Score -1103611 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1103843.000000 Penalty: 3013.186035
	Iteration 2F: 3 clusters Score -1103843 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1104035.125000 Penalty: 3013.186035
	Iteration 3Q: 3 clusters Score -1104035 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1104218.250000 Penalty: 3013.186035
	Iteration 4Q: 3 clusters Score -1104218 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1104398.875000 Penalty: 3013.186035
	Iteration 5Q: 3 clusters Score -1104399 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1104565.250000 Penalty: 3013.186035
	Iteration 6Q: 3 clusters Score -1104565 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1104721.500000 Penalty: 3013.186035
	Iteration 7Q: 3 clusters Score -1104722 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1104866.875000 Penalty: 3013.186035
	Iteration 8Q: 3 clusters Score -1104867 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1105016.625000 Penalty: 3013.186035
	Iteration 9Q: 3 clusters Score -1105017 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1105160.875000 Penalty: 3013.186035
	Iteration 10Q: 3 clusters Score -1105161 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1105317.000000 Penalty: 3013.186035
	Iteration 11Q: 3 clusters Score -1105317 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1105454.625000 Penalty: 3013.186035
	Iteration 12Q: 3 clusters Score -1105455 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1105607.125000 Penalty: 3013.186035
	Iteration 13Q: 3 clusters Score -1105607 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1105762.750000 Penalty: 3013.186035
	Iteration 14Q: 3 clusters Score -1105763 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1105924.125000 Penalty: 3013.186035
	Iteration 15Q: 3 clusters Score -1105924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1106060.000000 Penalty: 3013.186035
	Iteration 16Q: 3 clusters Score -1106060 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1106179.125000 Penalty: 3013.186035
	Iteration 17Q: 3 clusters Score -1106179 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1106274.500000 Penalty: 3013.186035
	Iteration 18Q: 3 clusters Score -1106274 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1106341.250000 Penalty: 3013.186035
	Iteration 19Q: 3 clusters Score -1106341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1106395.500000 Penalty: 3013.186035
	Iteration 20F: 3 clusters Score -1106396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1106443.375000 Penalty: 3013.186035
	Iteration 21Q: 3 clusters Score -1106443 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1106474.625000 Penalty: 3013.186035
	Iteration 22Q: 3 clusters Score -1106475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1106499.250000 Penalty: 3013.186035
	Iteration 23Q: 3 clusters Score -1106499 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1106530.250000 Penalty: 3013.186035
	Iteration 24Q: 3 clusters Score -1106530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1106558.750000 Penalty: 3013.186035
	Iteration 25Q: 3 clusters Score -1106559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1106592.625000 Penalty: 3013.186035
	Iteration 26Q: 3 clusters Score -1106593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1106619.250000 Penalty: 3013.186035
	Iteration 27Q: 3 clusters Score -1106619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1106648.500000 Penalty: 3013.186035
	Iteration 28Q: 3 clusters Score -1106648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1106675.125000 Penalty: 3013.186035
	Iteration 29Q: 3 clusters Score -1106675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1106697.750000 Penalty: 3013.186035
	Iteration 30Q: 3 clusters Score -1106698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1106718.875000 Penalty: 3013.186035
	Iteration 31Q: 3 clusters Score -1106719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1106733.875000 Penalty: 3013.186035
	Iteration 32Q: 3 clusters Score -1106734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1106749.750000 Penalty: 3013.186035
	Iteration 33Q: 3 clusters Score -1106750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1106766.500000 Penalty: 3013.186035
	Iteration 34Q: 3 clusters Score -1106766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1106789.375000 Penalty: 3013.186035
	Iteration 35Q: 3 clusters Score -1106789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1106813.125000 Penalty: 3013.186035
	Iteration 36Q: 3 clusters Score -1106813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1106833.750000 Penalty: 3013.186035
	Iteration 37Q: 3 clusters Score -1106834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1106853.125000 Penalty: 3013.186035
	Iteration 38Q: 3 clusters Score -1106853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1106867.500000 Penalty: 3013.186035
	Iteration 39Q: 3 clusters Score -1106868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1106884.500000 Penalty: 3013.186035
	Iteration 40F: 3 clusters Score -1106884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1106900.250000 Penalty: 3013.186035
	Iteration 41Q: 3 clusters Score -1106900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1106912.000000 Penalty: 3013.186035
	Iteration 42Q: 3 clusters Score -1106912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1106928.625000 Penalty: 3013.186035
	Iteration 43Q: 3 clusters Score -1106929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1106945.375000 Penalty: 3013.186035
	Iteration 44Q: 3 clusters Score -1106945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1106959.125000 Penalty: 3013.186035
	Iteration 45Q: 3 clusters Score -1106959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1106976.750000 Penalty: 3013.186035
	Iteration 46Q: 3 clusters Score -1106977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1106993.250000 Penalty: 3013.186035
	Iteration 47Q: 3 clusters Score -1106993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1107007.875000 Penalty: 3013.186035
	Iteration 48Q: 3 clusters Score -1107008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1107023.625000 Penalty: 3013.186035
	Iteration 49Q: 3 clusters Score -1107024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1107035.375000 Penalty: 3013.186035
	Iteration 50Q: 3 clusters Score -1107035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1107046.000000 Penalty: 3013.186035
	Iteration 51Q: 3 clusters Score -1107046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1107057.875000 Penalty: 3013.186035
	Iteration 52Q: 3 clusters Score -1107058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1107069.250000 Penalty: 3013.186035
	Iteration 53Q: 3 clusters Score -1107069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1107080.500000 Penalty: 3013.186035
	Iteration 54Q: 3 clusters Score -1107080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1107104.250000 Penalty: 3013.186035
	Iteration 55Q: 3 clusters Score -1107104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1107120.500000 Penalty: 3013.186035
	Iteration 56Q: 3 clusters Score -1107120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1107137.250000 Penalty: 3013.186035
	Iteration 57Q: 3 clusters Score -1107137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1107161.500000 Penalty: 3013.186035
	Iteration 58Q: 3 clusters Score -1107162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1107182.250000 Penalty: 3013.186035
	Iteration 59Q: 3 clusters Score -1107182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1107197.000000 Penalty: 3013.186035
	Iteration 60F: 3 clusters Score -1107197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1107212.750000 Penalty: 3013.186035
	Iteration 61Q: 3 clusters Score -1107213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1107229.875000 Penalty: 3013.186035
	Iteration 62Q: 3 clusters Score -1107230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1107245.000000 Penalty: 3013.186035
	Iteration 63Q: 3 clusters Score -1107245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1107264.375000 Penalty: 3013.186035
	Iteration 64Q: 3 clusters Score -1107264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1107281.375000 Penalty: 3013.186035
	Iteration 65Q: 3 clusters Score -1107281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1107299.750000 Penalty: 3013.186035
	Iteration 66Q: 3 clusters Score -1107300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1107319.375000 Penalty: 3013.186035
	Iteration 67Q: 3 clusters Score -1107319 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1107337.125000 Penalty: 3013.186035
	Iteration 68Q: 3 clusters Score -1107337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1107353.750000 Penalty: 3013.186035
	Iteration 69Q: 3 clusters Score -1107354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1107373.000000 Penalty: 3013.186035
	Iteration 70Q: 3 clusters Score -1107373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1107386.750000 Penalty: 3013.186035
	Iteration 71Q: 3 clusters Score -1107387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1107404.000000 Penalty: 3013.186035
	Iteration 72Q: 3 clusters Score -1107404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1107415.625000 Penalty: 3013.186035
	Iteration 73Q: 3 clusters Score -1107416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1107423.500000 Penalty: 3013.186035
	Iteration 74Q: 3 clusters Score -1107424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1107435.750000 Penalty: 3013.186035
	Iteration 75Q: 3 clusters Score -1107436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1107441.625000 Penalty: 3013.186035
	Iteration 76Q: 3 clusters Score -1107442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1107448.375000 Penalty: 3013.186035
	Iteration 77Q: 3 clusters Score -1107448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1107452.875000 Penalty: 3013.186035
	Iteration 78Q: 3 clusters Score -1107453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1107454.000000 Penalty: 3013.186035
	Iteration 79Q: 3 clusters Score -1107454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1107456.000000 Penalty: 3013.186035
	Iteration 80F: 3 clusters Score -1107456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1107463.500000 Penalty: 3013.186035
	Iteration 81Q: 3 clusters Score -1107464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1107470.875000 Penalty: 3013.186035
	Iteration 82Q: 3 clusters Score -1107471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1107478.125000 Penalty: 3013.186035
	Iteration 83Q: 3 clusters Score -1107478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1107486.500000 Penalty: 3013.186035
	Iteration 84Q: 3 clusters Score -1107486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1107493.000000 Penalty: 3013.186035
	Iteration 85Q: 3 clusters Score -1107493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1107501.750000 Penalty: 3013.186035
	Iteration 86Q: 3 clusters Score -1107502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1107503.750000 Penalty: 3013.186035
	Iteration 87Q: 3 clusters Score -1107504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1107507.750000 Penalty: 3013.186035
	Iteration 88Q: 3 clusters Score -1107508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1107507.500000 Penalty: 3013.186035
	Iteration 89Q: 3 clusters Score -1107508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1107508.875000 Penalty: 3013.186035
	Iteration 90Q: 3 clusters Score -1107509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1107511.000000 Penalty: 3013.186035
	Iteration 91Q: 3 clusters Score -1107511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1107511.000000 Penalty: 3013.186035
	Iteration 92Q: 3 clusters Score -1107511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1107512.000000 Penalty: 3013.186035
	Iteration 93Q: 3 clusters Score -1107512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1107513.125000 Penalty: 3013.186035
	Iteration 94Q: 3 clusters Score -1107513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1107513.125000 Penalty: 3013.186035
	Iteration 95F: 3 clusters Score -1107513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9655.422852 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9655.423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9052.300781 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9052.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9084.992188 Penalty: 1512.537109
	Iteration 1Q: 3 clusters Score -9084.992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9084.992188 Penalty: 1512.537109
	Iteration 2F: 3 clusters Score -9084.992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Entering Unmasked Estep 
Score: -1278006.500000 Penalty: 1522.429443
	Iteration 0F: 2 clusters Score -1278006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1269744.000000 Penalty: 3044.858887
	Iteration 0F: 3 clusters Score -1269744 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1272467.375000 Penalty: 3044.858887
	Iteration 1F: 3 clusters Score -1272467 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1272743.625000 Penalty: 3044.858887
	Iteration 2F: 3 clusters Score -1272744 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1272975.875000 Penalty: 3044.858887
	Iteration 3F: 3 clusters Score -1272976 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1273211.250000 Penalty: 3044.858887
	Iteration 4Q: 3 clusters Score -1273211 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1273518.000000 Penalty: 3044.858887
	Iteration 5Q: 3 clusters Score -1273518 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1273948.250000 Penalty: 3044.858887
	Iteration 6F: 3 clusters Score -1273948 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1274534.625000 Penalty: 3044.858887
	Iteration 7F: 3 clusters Score -1274535 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1275215.250000 Penalty: 3044.858887
	Iteration 8F: 3 clusters Score -1275215 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1275814.000000 Penalty: 3044.858887
	Iteration 9F: 3 clusters Score -1275814 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1276304.500000 Penalty: 3044.858887
	Iteration 10Q: 3 clusters Score -1276304 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1276673.125000 Penalty: 3044.858887
	Iteration 11Q: 3 clusters Score -1276673 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1276878.000000 Penalty: 3044.858887
	Iteration 12Q: 3 clusters Score -1276878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1276980.125000 Penalty: 3044.858887
	Iteration 13Q: 3 clusters Score -1276980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1277039.625000 Penalty: 3044.858887
	Iteration 14Q: 3 clusters Score -1277040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1277086.750000 Penalty: 3044.858887
	Iteration 15Q: 3 clusters Score -1277087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1277132.625000 Penalty: 3044.858887
	Iteration 16Q: 3 clusters Score -1277133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1277163.375000 Penalty: 3044.858887
	Iteration 17Q: 3 clusters Score -1277163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1277189.875000 Penalty: 3044.858887
	Iteration 18Q: 3 clusters Score -1277190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1277209.625000 Penalty: 3044.858887
	Iteration 19Q: 3 clusters Score -1277210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1277229.250000 Penalty: 3044.858887
	Iteration 20F: 3 clusters Score -1277229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1277237.625000 Penalty: 3044.858887
	Iteration 21Q: 3 clusters Score -1277238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1277243.500000 Penalty: 3044.858887
	Iteration 22Q: 3 clusters Score -1277244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1277250.750000 Penalty: 3044.858887
	Iteration 23Q: 3 clusters Score -1277251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1277251.375000 Penalty: 3044.858887
	Iteration 24Q: 3 clusters Score -1277251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1277256.500000 Penalty: 3044.858887
	Iteration 25Q: 3 clusters Score -1277256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1277256.375000 Penalty: 3044.858887
	Iteration 26Q: 3 clusters Score -1277256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1277255.875000 Penalty: 3044.858887
	Iteration 27Q: 3 clusters Score -1277256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1277256.750000 Penalty: 3044.858887
	Iteration 28Q: 3 clusters Score -1277257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1277257.250000 Penalty: 3044.858887
	Iteration 29Q: 3 clusters Score -1277257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1277258.500000 Penalty: 3044.858887
	Iteration 30Q: 3 clusters Score -1277258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1277257.625000 Penalty: 3044.858887
	Iteration 31Q: 3 clusters Score -1277258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1277258.750000 Penalty: 3044.858887
	Iteration 32Q: 3 clusters Score -1277259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1277259.125000 Penalty: 3044.858887
	Iteration 33Q: 3 clusters Score -1277259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1277258.250000 Penalty: 3044.858887
	Iteration 34Q: 3 clusters Score -1277258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1277259.625000 Penalty: 3044.858887
	Iteration 35Q: 3 clusters Score -1277260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1277259.625000 Penalty: 3044.858887
	Iteration 36F: 3 clusters Score -1277260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -11016.119141 Penalty: 790.974365
	Iteration 0F: 2 clusters Score -11016.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10444.118164 Penalty: 1581.948730
	Iteration 0F: 3 clusters Score -10444.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10539.271484 Penalty: 1581.948730
	Iteration 1F: 3 clusters Score -10539.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10560.827148 Penalty: 1581.948730
	Iteration 2Q: 3 clusters Score -10560.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10568.216797 Penalty: 1581.948730
	Iteration 3Q: 3 clusters Score -10568.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10579.007812 Penalty: 1581.948730
	Iteration 4Q: 3 clusters Score -10579.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10593.590820 Penalty: 1581.948730
	Iteration 5Q: 3 clusters Score -10593.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10608.663086 Penalty: 1581.948730
	Iteration 6Q: 3 clusters Score -10608.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10608.663086 Penalty: 1581.948730
	Iteration 7F: 3 clusters Score -10608.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Entering Unmasked Estep 
Score: -2758679.250000 Penalty: 1654.622559
	Iteration 0F: 2 clusters Score -2758679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2740968.250000 Penalty: 3309.245117
	Iteration 0F: 3 clusters Score -2740968 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2747637.250000 Penalty: 3309.245117
	Iteration 1F: 3 clusters Score -2747637 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2748085.250000 Penalty: 3309.245117
	Iteration 2Q: 3 clusters Score -2748085 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2748578.750000 Penalty: 3309.245117
	Iteration 3Q: 3 clusters Score -2748579 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2749159.250000 Penalty: 3309.245117
	Iteration 4Q: 3 clusters Score -2749159 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2749774.500000 Penalty: 3309.245117
	Iteration 5Q: 3 clusters Score -2749774 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2750547.500000 Penalty: 3309.245117
	Iteration 6F: 3 clusters Score -2750548 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2751432.000000 Penalty: 3309.245117
	Iteration 7F: 3 clusters Score -2751432 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2752321.750000 Penalty: 3309.245117
	Iteration 8F: 3 clusters Score -2752322 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2753103.250000 Penalty: 3309.245117
	Iteration 9Q: 3 clusters Score -2753103 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2753634.000000 Penalty: 3309.245117
	Iteration 10Q: 3 clusters Score -2753634 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2753921.250000 Penalty: 3309.245117
	Iteration 11Q: 3 clusters Score -2753921 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2754107.500000 Penalty: 3309.245117
	Iteration 12Q: 3 clusters Score -2754108 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2754225.250000 Penalty: 3309.245117
	Iteration 13Q: 3 clusters Score -2754225 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2754313.000000 Penalty: 3309.245117
	Iteration 14Q: 3 clusters Score -2754313 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2754375.000000 Penalty: 3309.245117
	Iteration 15Q: 3 clusters Score -2754375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2754453.000000 Penalty: 3309.245117
	Iteration 16Q: 3 clusters Score -2754453 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2754531.750000 Penalty: 3309.245117
	Iteration 17Q: 3 clusters Score -2754532 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2754606.500000 Penalty: 3309.245117
	Iteration 18Q: 3 clusters Score -2754606 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2754687.750000 Penalty: 3309.245117
	Iteration 19Q: 3 clusters Score -2754688 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2754795.500000 Penalty: 3309.245117
	Iteration 20F: 3 clusters Score -2754796 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2754914.750000 Penalty: 3309.245117
	Iteration 21Q: 3 clusters Score -2754915 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2755027.500000 Penalty: 3309.245117
	Iteration 22Q: 3 clusters Score -2755028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2755136.500000 Penalty: 3309.245117
	Iteration 23Q: 3 clusters Score -2755136 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2755261.750000 Penalty: 3309.245117
	Iteration 24Q: 3 clusters Score -2755262 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2755402.750000 Penalty: 3309.245117
	Iteration 25Q: 3 clusters Score -2755403 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2755570.500000 Penalty: 3309.245117
	Iteration 26Q: 3 clusters Score -2755570 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2755721.750000 Penalty: 3309.245117
	Iteration 27Q: 3 clusters Score -2755722 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2755857.250000 Penalty: 3309.245117
	Iteration 28Q: 3 clusters Score -2755857 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2756012.000000 Penalty: 3309.245117
	Iteration 29Q: 3 clusters Score -2756012 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2756214.500000 Penalty: 3309.245117
	Iteration 30Q: 3 clusters Score -2756214 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2756421.500000 Penalty: 3309.245117
	Iteration 31Q: 3 clusters Score -2756422 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2756651.250000 Penalty: 3309.245117
	Iteration 32Q: 3 clusters Score -2756651 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2756830.750000 Penalty: 3309.245117
	Iteration 33Q: 3 clusters Score -2756831 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2757016.750000 Penalty: 3309.245117
	Iteration 34Q: 3 clusters Score -2757017 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2757144.750000 Penalty: 3309.245117
	Iteration 35Q: 3 clusters Score -2757145 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2757226.500000 Penalty: 3309.245117
	Iteration 36Q: 3 clusters Score -2757226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2757268.500000 Penalty: 3309.245117
	Iteration 37Q: 3 clusters Score -2757268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2757317.000000 Penalty: 3309.245117
	Iteration 38Q: 3 clusters Score -2757317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2757343.750000 Penalty: 3309.245117
	Iteration 39Q: 3 clusters Score -2757344 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2757389.500000 Penalty: 3309.245117
	Iteration 40F: 3 clusters Score -2757390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2757418.500000 Penalty: 3309.245117
	Iteration 41Q: 3 clusters Score -2757418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2757438.750000 Penalty: 3309.245117
	Iteration 42Q: 3 clusters Score -2757439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2757458.250000 Penalty: 3309.245117
	Iteration 43Q: 3 clusters Score -2757458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2757467.250000 Penalty: 3309.245117
	Iteration 44Q: 3 clusters Score -2757467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2757485.750000 Penalty: 3309.245117
	Iteration 45Q: 3 clusters Score -2757486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2757493.500000 Penalty: 3309.245117
	Iteration 46Q: 3 clusters Score -2757494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2757504.500000 Penalty: 3309.245117
	Iteration 47Q: 3 clusters Score -2757504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2757508.500000 Penalty: 3309.245117
	Iteration 48Q: 3 clusters Score -2757508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2757513.500000 Penalty: 3309.245117
	Iteration 49Q: 3 clusters Score -2757514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2757511.500000 Penalty: 3309.245117
	Iteration 50Q: 3 clusters Score -2757512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2757519.250000 Penalty: 3309.245117
	Iteration 51Q: 3 clusters Score -2757519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2757524.500000 Penalty: 3309.245117
	Iteration 52Q: 3 clusters Score -2757524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2757534.750000 Penalty: 3309.245117
	Iteration 53Q: 3 clusters Score -2757535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2757541.000000 Penalty: 3309.245117
	Iteration 54Q: 3 clusters Score -2757541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2757546.000000 Penalty: 3309.245117
	Iteration 55Q: 3 clusters Score -2757546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2757553.500000 Penalty: 3309.245117
	Iteration 56Q: 3 clusters Score -2757554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2757551.500000 Penalty: 3309.245117
	Iteration 57Q: 3 clusters Score -2757552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2757565.250000 Penalty: 3309.245117
	Iteration 58Q: 3 clusters Score -2757565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2757563.250000 Penalty: 3309.245117
	Iteration 59Q: 3 clusters Score -2757563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2757560.000000 Penalty: 3309.245117
	Iteration 60F: 3 clusters Score -2757560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2757557.250000 Penalty: 3309.245117
	Iteration 61Q: 3 clusters Score -2757557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2757559.500000 Penalty: 3309.245117
	Iteration 62Q: 3 clusters Score -2757560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2757559.000000 Penalty: 3309.245117
	Iteration 63Q: 3 clusters Score -2757559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2757557.750000 Penalty: 3309.245117
	Iteration 64Q: 3 clusters Score -2757558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2757558.750000 Penalty: 3309.245117
	Iteration 65Q: 3 clusters Score -2757559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2757560.750000 Penalty: 3309.245117
	Iteration 66Q: 3 clusters Score -2757561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2757558.750000 Penalty: 3309.245117
	Iteration 67Q: 3 clusters Score -2757559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2757558.750000 Penalty: 3309.245117
	Iteration 68F: 3 clusters Score -2757559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Entering Unmasked Estep 
Score: -5785179.500000 Penalty: 1775.061157
	Iteration 0F: 2 clusters Score -5785180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5747894.000000 Penalty: 3550.122314
	Iteration 0F: 3 clusters Score -5747894 nChanged 26080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5762921.000000 Penalty: 3550.122314
	Iteration 1F: 3 clusters Score -5762921 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5763459.500000 Penalty: 3550.122314
	Iteration 2Q: 3 clusters Score -5763460 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -5764128.000000 Penalty: 3550.122314
	Iteration 3Q: 3 clusters Score -5764128 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5764876.500000 Penalty: 3550.122314
	Iteration 4Q: 3 clusters Score -5764876 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5765981.000000 Penalty: 3550.122314
	Iteration 5Q: 3 clusters Score -5765981 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -5767495.500000 Penalty: 3550.122314
	Iteration 6Q: 3 clusters Score -5767496 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5769549.500000 Penalty: 3550.122314
	Iteration 7F: 3 clusters Score -5769550 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -5771748.500000 Penalty: 3550.122314
	Iteration 8F: 3 clusters Score -5771748 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -5773697.500000 Penalty: 3550.122314
	Iteration 9F: 3 clusters Score -5773698 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5775081.500000 Penalty: 3550.122314
	Iteration 10Q: 3 clusters Score -5775082 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5776062.000000 Penalty: 3550.122314
	Iteration 11Q: 3 clusters Score -5776062 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -5776769.000000 Penalty: 3550.122314
	Iteration 12Q: 3 clusters Score -5776769 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -5777460.000000 Penalty: 3550.122314
	Iteration 13Q: 3 clusters Score -5777460 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -5778152.500000 Penalty: 3550.122314
	Iteration 14Q: 3 clusters Score -5778152 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -5778871.500000 Penalty: 3550.122314
	Iteration 15Q: 3 clusters Score -5778872 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -5779620.500000 Penalty: 3550.122314
	Iteration 16Q: 3 clusters Score -5779620 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -5780354.500000 Penalty: 3550.122314
	Iteration 17Q: 3 clusters Score -5780354 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -5781139.500000 Penalty: 3550.122314
	Iteration 18Q: 3 clusters Score -5781140 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -5781866.000000 Penalty: 3550.122314
	Iteration 19Q: 3 clusters Score -5781866 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -5782550.500000 Penalty: 3550.122314
	Iteration 20F: 3 clusters Score -5782550 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -5783125.500000 Penalty: 3550.122314
	Iteration 21Q: 3 clusters Score -5783126 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -5783489.500000 Penalty: 3550.122314
	Iteration 22Q: 3 clusters Score -5783490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -5783718.500000 Penalty: 3550.122314
	Iteration 23Q: 3 clusters Score -5783718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -5783884.500000 Penalty: 3550.122314
	Iteration 24Q: 3 clusters Score -5783884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -5784011.500000 Penalty: 3550.122314
	Iteration 25Q: 3 clusters Score -5784012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -5784098.000000 Penalty: 3550.122314
	Iteration 26Q: 3 clusters Score -5784098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -5784168.000000 Penalty: 3550.122314
	Iteration 27Q: 3 clusters Score -5784168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -5784192.500000 Penalty: 3550.122314
	Iteration 28Q: 3 clusters Score -5784192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -5784235.000000 Penalty: 3550.122314
	Iteration 29Q: 3 clusters Score -5784235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -5784266.000000 Penalty: 3550.122314
	Iteration 30Q: 3 clusters Score -5784266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -5784289.500000 Penalty: 3550.122314
	Iteration 31Q: 3 clusters Score -5784290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -5784309.000000 Penalty: 3550.122314
	Iteration 32Q: 3 clusters Score -5784309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -5784324.000000 Penalty: 3550.122314
	Iteration 33Q: 3 clusters Score -5784324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -5784341.500000 Penalty: 3550.122314
	Iteration 34Q: 3 clusters Score -5784342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -5784342.500000 Penalty: 3550.122314
	Iteration 35Q: 3 clusters Score -5784342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -5784354.000000 Penalty: 3550.122314
	Iteration 36Q: 3 clusters Score -5784354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -5784364.000000 Penalty: 3550.122314
	Iteration 37Q: 3 clusters Score -5784364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -5784369.500000 Penalty: 3550.122314
	Iteration 38Q: 3 clusters Score -5784370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -5784376.000000 Penalty: 3550.122314
	Iteration 39Q: 3 clusters Score -5784376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -5784380.500000 Penalty: 3550.122314
	Iteration 40F: 3 clusters Score -5784380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -5784378.500000 Penalty: 3550.122314
	Iteration 41Q: 3 clusters Score -5784378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -5784378.500000 Penalty: 3550.122314
	Iteration 42F: 3 clusters Score -5784378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Entering Unmasked Estep 
Score: -1434734.750000 Penalty: 1546.227905
	Iteration 0F: 2 clusters Score -1434735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1425186.750000 Penalty: 3092.455811
	Iteration 0F: 3 clusters Score -1425187 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1428428.250000 Penalty: 3092.455811
	Iteration 1F: 3 clusters Score -1428428 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1428709.375000 Penalty: 3092.455811
	Iteration 2F: 3 clusters Score -1428709 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1429008.375000 Penalty: 3092.455811
	Iteration 3Q: 3 clusters Score -1429008 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1429356.375000 Penalty: 3092.455811
	Iteration 4Q: 3 clusters Score -1429356 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1429773.250000 Penalty: 3092.455811
	Iteration 5F: 3 clusters Score -1429773 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1430280.875000 Penalty: 3092.455811
	Iteration 6F: 3 clusters Score -1430281 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1430869.375000 Penalty: 3092.455811
	Iteration 7F: 3 clusters Score -1430869 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1431513.000000 Penalty: 3092.455811
	Iteration 8F: 3 clusters Score -1431513 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1432079.750000 Penalty: 3092.455811
	Iteration 9F: 3 clusters Score -1432080 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1432459.875000 Penalty: 3092.455811
	Iteration 10Q: 3 clusters Score -1432460 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1432668.500000 Penalty: 3092.455811
	Iteration 11Q: 3 clusters Score -1432668 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1432802.000000 Penalty: 3092.455811
	Iteration 12Q: 3 clusters Score -1432802 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1432946.125000 Penalty: 3092.455811
	Iteration 13Q: 3 clusters Score -1432946 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1433106.125000 Penalty: 3092.455811
	Iteration 14Q: 3 clusters Score -1433106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1433244.375000 Penalty: 3092.455811
	Iteration 15Q: 3 clusters Score -1433244 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1433366.500000 Penalty: 3092.455811
	Iteration 16Q: 3 clusters Score -1433366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1433434.500000 Penalty: 3092.455811
	Iteration 17Q: 3 clusters Score -1433434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1433476.750000 Penalty: 3092.455811
	Iteration 18Q: 3 clusters Score -1433477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1433511.625000 Penalty: 3092.455811
	Iteration 19Q: 3 clusters Score -1433512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1433537.625000 Penalty: 3092.455811
	Iteration 20F: 3 clusters Score -1433538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1433563.875000 Penalty: 3092.455811
	Iteration 21Q: 3 clusters Score -1433564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1433578.875000 Penalty: 3092.455811
	Iteration 22Q: 3 clusters Score -1433579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1433598.750000 Penalty: 3092.455811
	Iteration 23Q: 3 clusters Score -1433599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1433613.375000 Penalty: 3092.455811
	Iteration 24Q: 3 clusters Score -1433613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1433628.500000 Penalty: 3092.455811
	Iteration 25Q: 3 clusters Score -1433628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1433637.625000 Penalty: 3092.455811
	Iteration 26Q: 3 clusters Score -1433638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1433646.625000 Penalty: 3092.455811
	Iteration 27Q: 3 clusters Score -1433647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1433655.625000 Penalty: 3092.455811
	Iteration 28Q: 3 clusters Score -1433656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1433661.375000 Penalty: 3092.455811
	Iteration 29Q: 3 clusters Score -1433661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1433669.500000 Penalty: 3092.455811
	Iteration 30Q: 3 clusters Score -1433670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1433672.625000 Penalty: 3092.455811
	Iteration 31Q: 3 clusters Score -1433673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1433674.500000 Penalty: 3092.455811
	Iteration 32Q: 3 clusters Score -1433674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1433680.875000 Penalty: 3092.455811
	Iteration 33Q: 3 clusters Score -1433681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1433683.375000 Penalty: 3092.455811
	Iteration 34Q: 3 clusters Score -1433683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1433686.375000 Penalty: 3092.455811
	Iteration 35Q: 3 clusters Score -1433686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1433688.875000 Penalty: 3092.455811
	Iteration 36Q: 3 clusters Score -1433689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1433689.875000 Penalty: 3092.455811
	Iteration 37Q: 3 clusters Score -1433690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1433691.875000 Penalty: 3092.455811
	Iteration 38Q: 3 clusters Score -1433692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1433690.875000 Penalty: 3092.455811
	Iteration 39Q: 3 clusters Score -1433691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1433690.625000 Penalty: 3092.455811
	Iteration 40F: 3 clusters Score -1433691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1433693.500000 Penalty: 3092.455811
	Iteration 41Q: 3 clusters Score -1433694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1433695.250000 Penalty: 3092.455811
	Iteration 42Q: 3 clusters Score -1433695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1433701.000000 Penalty: 3092.455811
	Iteration 43Q: 3 clusters Score -1433701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1433704.375000 Penalty: 3092.455811
	Iteration 44Q: 3 clusters Score -1433704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1433710.625000 Penalty: 3092.455811
	Iteration 45Q: 3 clusters Score -1433711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1433711.125000 Penalty: 3092.455811
	Iteration 46Q: 3 clusters Score -1433711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1433722.250000 Penalty: 3092.455811
	Iteration 47Q: 3 clusters Score -1433722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1433725.375000 Penalty: 3092.455811
	Iteration 48Q: 3 clusters Score -1433725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1433732.875000 Penalty: 3092.455811
	Iteration 49Q: 3 clusters Score -1433733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1433736.625000 Penalty: 3092.455811
	Iteration 50Q: 3 clusters Score -1433737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1433735.625000 Penalty: 3092.455811
	Iteration 51Q: 3 clusters Score -1433736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1433738.375000 Penalty: 3092.455811
	Iteration 52Q: 3 clusters Score -1433738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1433736.500000 Penalty: 3092.455811
	Iteration 53Q: 3 clusters Score -1433736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1433737.750000 Penalty: 3092.455811
	Iteration 54Q: 3 clusters Score -1433738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1433742.125000 Penalty: 3092.455811
	Iteration 55Q: 3 clusters Score -1433742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1433741.875000 Penalty: 3092.455811
	Iteration 56Q: 3 clusters Score -1433742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1433742.000000 Penalty: 3092.455811
	Iteration 57Q: 3 clusters Score -1433742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1433741.750000 Penalty: 3092.455811
	Iteration 58Q: 3 clusters Score -1433742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1433740.625000 Penalty: 3092.455811
	Iteration 59Q: 3 clusters Score -1433741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1433742.375000 Penalty: 3092.455811
	Iteration 60F: 3 clusters Score -1433742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1433740.250000 Penalty: 3092.455811
	Iteration 61Q: 3 clusters Score -1433740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1433739.125000 Penalty: 3092.455811
	Iteration 62Q: 3 clusters Score -1433739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1433740.000000 Penalty: 3092.455811
	Iteration 63Q: 3 clusters Score -1433740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1433741.500000 Penalty: 3092.455811
	Iteration 64Q: 3 clusters Score -1433742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1433738.500000 Penalty: 3092.455811
	Iteration 65Q: 3 clusters Score -1433738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1433738.500000 Penalty: 3092.455811
	Iteration 66F: 3 clusters Score -1433738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Entering Unmasked Estep 
Score: -1363978.375000 Penalty: 1539.089355
	Iteration 0F: 2 clusters Score -1363978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1354929.750000 Penalty: 3078.178711
	Iteration 0F: 3 clusters Score -1354930 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1358044.500000 Penalty: 3078.178711
	Iteration 1F: 3 clusters Score -1358044 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1358447.375000 Penalty: 3078.178711
	Iteration 2F: 3 clusters Score -1358447 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1358884.500000 Penalty: 3078.178711
	Iteration 3F: 3 clusters Score -1358884 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1359287.250000 Penalty: 3078.178711
	Iteration 4F: 3 clusters Score -1359287 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1359653.000000 Penalty: 3078.178711
	Iteration 5F: 3 clusters Score -1359653 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1360021.875000 Penalty: 3078.178711
	Iteration 6F: 3 clusters Score -1360022 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1360403.750000 Penalty: 3078.178711
	Iteration 7Q: 3 clusters Score -1360404 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1360792.500000 Penalty: 3078.178711
	Iteration 8Q: 3 clusters Score -1360792 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1361151.875000 Penalty: 3078.178711
	Iteration 9Q: 3 clusters Score -1361152 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1361425.500000 Penalty: 3078.178711
	Iteration 10Q: 3 clusters Score -1361426 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1361624.375000 Penalty: 3078.178711
	Iteration 11Q: 3 clusters Score -1361624 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1361762.625000 Penalty: 3078.178711
	Iteration 12Q: 3 clusters Score -1361763 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1361851.750000 Penalty: 3078.178711
	Iteration 13Q: 3 clusters Score -1361852 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1361922.750000 Penalty: 3078.178711
	Iteration 14Q: 3 clusters Score -1361923 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1361992.750000 Penalty: 3078.178711
	Iteration 15Q: 3 clusters Score -1361993 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1362048.250000 Penalty: 3078.178711
	Iteration 16Q: 3 clusters Score -1362048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1362094.125000 Penalty: 3078.178711
	Iteration 17Q: 3 clusters Score -1362094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1362140.625000 Penalty: 3078.178711
	Iteration 18Q: 3 clusters Score -1362141 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1362176.625000 Penalty: 3078.178711
	Iteration 19Q: 3 clusters Score -1362177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1362214.875000 Penalty: 3078.178711
	Iteration 20F: 3 clusters Score -1362215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1362254.125000 Penalty: 3078.178711
	Iteration 21Q: 3 clusters Score -1362254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1362282.375000 Penalty: 3078.178711
	Iteration 22Q: 3 clusters Score -1362282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1362323.250000 Penalty: 3078.178711
	Iteration 23Q: 3 clusters Score -1362323 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1362349.500000 Penalty: 3078.178711
	Iteration 24Q: 3 clusters Score -1362350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1362374.375000 Penalty: 3078.178711
	Iteration 25Q: 3 clusters Score -1362374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1362390.500000 Penalty: 3078.178711
	Iteration 26Q: 3 clusters Score -1362390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1362407.625000 Penalty: 3078.178711
	Iteration 27Q: 3 clusters Score -1362408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1362424.125000 Penalty: 3078.178711
	Iteration 28Q: 3 clusters Score -1362424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1362435.625000 Penalty: 3078.178711
	Iteration 29Q: 3 clusters Score -1362436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1362449.750000 Penalty: 3078.178711
	Iteration 30Q: 3 clusters Score -1362450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1362468.125000 Penalty: 3078.178711
	Iteration 31Q: 3 clusters Score -1362468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1362483.125000 Penalty: 3078.178711
	Iteration 32Q: 3 clusters Score -1362483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1362491.875000 Penalty: 3078.178711
	Iteration 33Q: 3 clusters Score -1362492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1362495.125000 Penalty: 3078.178711
	Iteration 34Q: 3 clusters Score -1362495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1362504.500000 Penalty: 3078.178711
	Iteration 35Q: 3 clusters Score -1362504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1362512.875000 Penalty: 3078.178711
	Iteration 36Q: 3 clusters Score -1362513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1362518.375000 Penalty: 3078.178711
	Iteration 37Q: 3 clusters Score -1362518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1362534.000000 Penalty: 3078.178711
	Iteration 38Q: 3 clusters Score -1362534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1362543.250000 Penalty: 3078.178711
	Iteration 39Q: 3 clusters Score -1362543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1362551.875000 Penalty: 3078.178711
	Iteration 40F: 3 clusters Score -1362552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1362569.000000 Penalty: 3078.178711
	Iteration 41Q: 3 clusters Score -1362569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1362576.625000 Penalty: 3078.178711
	Iteration 42Q: 3 clusters Score -1362577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1362594.375000 Penalty: 3078.178711
	Iteration 43Q: 3 clusters Score -1362594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1362609.750000 Penalty: 3078.178711
	Iteration 44Q: 3 clusters Score -1362610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1362626.625000 Penalty: 3078.178711
	Iteration 45Q: 3 clusters Score -1362627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1362631.625000 Penalty: 3078.178711
	Iteration 46Q: 3 clusters Score -1362632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1362654.625000 Penalty: 3078.178711
	Iteration 47Q: 3 clusters Score -1362655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1362683.625000 Penalty: 3078.178711
	Iteration 48Q: 3 clusters Score -1362684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1362722.500000 Penalty: 3078.178711
	Iteration 49Q: 3 clusters Score -1362722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1362772.000000 Penalty: 3078.178711
	Iteration 50Q: 3 clusters Score -1362772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1362820.750000 Penalty: 3078.178711
	Iteration 51Q: 3 clusters Score -1362821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1362858.375000 Penalty: 3078.178711
	Iteration 52Q: 3 clusters Score -1362858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1362891.875000 Penalty: 3078.178711
	Iteration 53Q: 3 clusters Score -1362892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1362919.375000 Penalty: 3078.178711
	Iteration 54Q: 3 clusters Score -1362919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1362942.250000 Penalty: 3078.178711
	Iteration 55Q: 3 clusters Score -1362942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1362955.250000 Penalty: 3078.178711
	Iteration 56Q: 3 clusters Score -1362955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1362962.625000 Penalty: 3078.178711
	Iteration 57Q: 3 clusters Score -1362963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1362970.500000 Penalty: 3078.178711
	Iteration 58Q: 3 clusters Score -1362970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1362972.625000 Penalty: 3078.178711
	Iteration 59Q: 3 clusters Score -1362973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1362974.875000 Penalty: 3078.178711
	Iteration 60F: 3 clusters Score -1362975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1362977.625000 Penalty: 3078.178711
	Iteration 61Q: 3 clusters Score -1362978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1362981.125000 Penalty: 3078.178711
	Iteration 62Q: 3 clusters Score -1362981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1362981.875000 Penalty: 3078.178711
	Iteration 63Q: 3 clusters Score -1362982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1362983.750000 Penalty: 3078.178711
	Iteration 64Q: 3 clusters Score -1362984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1362984.500000 Penalty: 3078.178711
	Iteration 65Q: 3 clusters Score -1362984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1362984.000000 Penalty: 3078.178711
	Iteration 66Q: 3 clusters Score -1362984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1362986.125000 Penalty: 3078.178711
	Iteration 67Q: 3 clusters Score -1362986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1362984.375000 Penalty: 3078.178711
	Iteration 68Q: 3 clusters Score -1362984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1362985.750000 Penalty: 3078.178711
	Iteration 69Q: 3 clusters Score -1362986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1362985.625000 Penalty: 3078.178711
	Iteration 70Q: 3 clusters Score -1362986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1362989.250000 Penalty: 3078.178711
	Iteration 71Q: 3 clusters Score -1362989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1362989.625000 Penalty: 3078.178711
	Iteration 72Q: 3 clusters Score -1362990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1362992.625000 Penalty: 3078.178711
	Iteration 73Q: 3 clusters Score -1362993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1362993.125000 Penalty: 3078.178711
	Iteration 74Q: 3 clusters Score -1362993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1362992.500000 Penalty: 3078.178711
	Iteration 75Q: 3 clusters Score -1362992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1362992.500000 Penalty: 3078.178711
	Iteration 76F: 3 clusters Score -1362992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -294548.343750 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -294548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -291852.093750 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -291852.1 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292475.406250 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -292475.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -292624.843750 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -292624.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -292718.875000 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -292718.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -292781.281250 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -292781.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -292848.687500 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -292848.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -292908.500000 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -292908.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -292966.312500 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -292966.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -293002.437500 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -293002.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -293027.093750 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -293027.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -293047.812500 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -293047.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -293067.781250 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -293067.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -293081.843750 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -293081.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -293103.343750 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -293103.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -293132.375000 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -293132.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -293171.406250 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -293171.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -293237.031250 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -293237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -293335.531250 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -293335.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -293449.750000 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -293449.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -293569.062500 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -293569.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -293664.468750 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -293664.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -293734.500000 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -293734.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -293798.218750 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -293798.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -293848.281250 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -293848.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293886.531250 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -293886.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -293928.937500 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -293928.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -293965.156250 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -293965.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -293999.437500 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -293999.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -294022.000000 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -294022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -294028.343750 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -294028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -294033.343750 Penalty: 2596.497070
	Iteration 30Q: 3 clusters Score -294033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -294036.531250 Penalty: 2596.497070
	Iteration 31Q: 3 clusters Score -294036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -294038.562500 Penalty: 2596.497070
	Iteration 32Q: 3 clusters Score -294038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -294040.500000 Penalty: 2596.497070
	Iteration 33Q: 3 clusters Score -294040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -294043.000000 Penalty: 2596.497070
	Iteration 34Q: 3 clusters Score -294043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -294044.000000 Penalty: 2596.497070
	Iteration 35Q: 3 clusters Score -294044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -294044.750000 Penalty: 2596.497070
	Iteration 36Q: 3 clusters Score -294044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -294045.750000 Penalty: 2596.497070
	Iteration 37Q: 3 clusters Score -294045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -294046.687500 Penalty: 2596.497070
	Iteration 38Q: 3 clusters Score -294046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -294047.843750 Penalty: 2596.497070
	Iteration 39Q: 3 clusters Score -294047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -294049.156250 Penalty: 2596.497070
	Iteration 40F: 3 clusters Score -294049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -294050.250000 Penalty: 2596.497070
	Iteration 41Q: 3 clusters Score -294050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -294050.625000 Penalty: 2596.497070
	Iteration 42Q: 3 clusters Score -294050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -294050.843750 Penalty: 2596.497070
	Iteration 43Q: 3 clusters Score -294050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -294050.843750 Penalty: 2596.497070
	Iteration 44F: 3 clusters Score -294050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -502418.031250 Penalty: 1382.279297
	Iteration 0F: 2 clusters Score -502418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -498508.062500 Penalty: 2764.558594
	Iteration 0F: 3 clusters Score -498508.1 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -499560.218750 Penalty: 2764.558594
	Iteration 1F: 3 clusters Score -499560.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -499764.062500 Penalty: 2764.558594
	Iteration 2F: 3 clusters Score -499764.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -499941.281250 Penalty: 2764.558594
	Iteration 3F: 3 clusters Score -499941.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -500098.062500 Penalty: 2764.558594
	Iteration 4Q: 3 clusters Score -500098.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -500273.218750 Penalty: 2764.558594
	Iteration 5Q: 3 clusters Score -500273.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -500499.187500 Penalty: 2764.558594
	Iteration 6F: 3 clusters Score -500499.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -500707.906250 Penalty: 2764.558594
	Iteration 7F: 3 clusters Score -500707.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -500929.125000 Penalty: 2764.558594
	Iteration 8F: 3 clusters Score -500929.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -501133.468750 Penalty: 2764.558594
	Iteration 9F: 3 clusters Score -501133.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -501303.593750 Penalty: 2764.558594
	Iteration 10Q: 3 clusters Score -501303.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -501440.656250 Penalty: 2764.558594
	Iteration 11Q: 3 clusters Score -501440.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -501552.250000 Penalty: 2764.558594
	Iteration 12Q: 3 clusters Score -501552.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -501640.937500 Penalty: 2764.558594
	Iteration 13Q: 3 clusters Score -501640.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -501697.812500 Penalty: 2764.558594
	Iteration 14Q: 3 clusters Score -501697.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -501733.812500 Penalty: 2764.558594
	Iteration 15Q: 3 clusters Score -501733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -501760.875000 Penalty: 2764.558594
	Iteration 16Q: 3 clusters Score -501760.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -501780.156250 Penalty: 2764.558594
	Iteration 17Q: 3 clusters Score -501780.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -501802.656250 Penalty: 2764.558594
	Iteration 18Q: 3 clusters Score -501802.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -501825.718750 Penalty: 2764.558594
	Iteration 19Q: 3 clusters Score -501825.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -501846.156250 Penalty: 2764.558594
	Iteration 20F: 3 clusters Score -501846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -501863.062500 Penalty: 2764.558594
	Iteration 21Q: 3 clusters Score -501863.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -501879.093750 Penalty: 2764.558594
	Iteration 22Q: 3 clusters Score -501879.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -501885.968750 Penalty: 2764.558594
	Iteration 23Q: 3 clusters Score -501886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -501894.125000 Penalty: 2764.558594
	Iteration 24Q: 3 clusters Score -501894.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -501902.468750 Penalty: 2764.558594
	Iteration 25Q: 3 clusters Score -501902.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -501908.812500 Penalty: 2764.558594
	Iteration 26Q: 3 clusters Score -501908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -501913.062500 Penalty: 2764.558594
	Iteration 27Q: 3 clusters Score -501913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -501916.406250 Penalty: 2764.558594
	Iteration 28Q: 3 clusters Score -501916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -501918.312500 Penalty: 2764.558594
	Iteration 29Q: 3 clusters Score -501918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -501919.812500 Penalty: 2764.558594
	Iteration 30Q: 3 clusters Score -501919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -501921.375000 Penalty: 2764.558594
	Iteration 31Q: 3 clusters Score -501921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -501922.031250 Penalty: 2764.558594
	Iteration 32Q: 3 clusters Score -501922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -501922.187500 Penalty: 2764.558594
	Iteration 33Q: 3 clusters Score -501922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -501922.187500 Penalty: 2764.558594
	Iteration 34F: 3 clusters Score -501922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -472044.781250 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -472044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -468101.218750 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -468101.2 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -469229.218750 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -469229.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -469452.562500 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -469452.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -469628.843750 Penalty: 2756.239502
	Iteration 3F: 3 clusters Score -469628.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -469797.125000 Penalty: 2756.239502
	Iteration 4F: 3 clusters Score -469797.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -469924.656250 Penalty: 2756.239502
	Iteration 5Q: 3 clusters Score -469924.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -470044.906250 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -470044.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -470170.593750 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -470170.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -470277.531250 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -470277.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -470386.562500 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -470386.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -470468.125000 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -470468.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -470530.312500 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -470530.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -470579.406250 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -470579.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -470635.125000 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -470635.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -470679.312500 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -470679.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470723.468750 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -470723.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -470760.156250 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -470760.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -470782.687500 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -470782.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -470800.468750 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -470800.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -470809.968750 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -470810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -470817.937500 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -470817.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -470827.312500 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -470827.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -470833.531250 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -470833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -470836.250000 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -470836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -470838.812500 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -470838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -470841.343750 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -470841.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -470845.437500 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -470845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -470849.968750 Penalty: 2756.239502
	Iteration 27Q: 3 clusters Score -470850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -470856.437500 Penalty: 2756.239502
	Iteration 28Q: 3 clusters Score -470856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -470861.906250 Penalty: 2756.239502
	Iteration 29Q: 3 clusters Score -470861.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -470868.562500 Penalty: 2756.239502
	Iteration 30Q: 3 clusters Score -470868.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -470877.312500 Penalty: 2756.239502
	Iteration 31Q: 3 clusters Score -470877.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -470884.656250 Penalty: 2756.239502
	Iteration 32Q: 3 clusters Score -470884.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -470889.937500 Penalty: 2756.239502
	Iteration 33Q: 3 clusters Score -470889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -470894.718750 Penalty: 2756.239502
	Iteration 34Q: 3 clusters Score -470894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -470897.968750 Penalty: 2756.239502
	Iteration 35Q: 3 clusters Score -470898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -470899.500000 Penalty: 2756.239502
	Iteration 36Q: 3 clusters Score -470899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -470900.250000 Penalty: 2756.239502
	Iteration 37Q: 3 clusters Score -470900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -470902.281250 Penalty: 2756.239502
	Iteration 38Q: 3 clusters Score -470902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -470902.781250 Penalty: 2756.239502
	Iteration 39Q: 3 clusters Score -470902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -470904.125000 Penalty: 2756.239502
	Iteration 40F: 3 clusters Score -470904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Entering Unmasked Estep 
Score: -7194515.500000 Penalty: 1804.447998
	Iteration 0F: 2 clusters Score -7194516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -7150066.000000 Penalty: 3608.895996
	Iteration 0F: 3 clusters Score -7150066 nChanged 31432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -7167882.500000 Penalty: 3608.895996
	Iteration 1F: 3 clusters Score -7167882 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -7168555.500000 Penalty: 3608.895996
	Iteration 2Q: 3 clusters Score -7168556 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -7169417.500000 Penalty: 3608.895996
	Iteration 3Q: 3 clusters Score -7169418 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -7170788.500000 Penalty: 3608.895996
	Iteration 4Q: 3 clusters Score -7170788 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -7172986.000000 Penalty: 3608.895996
	Iteration 5F: 3 clusters Score -7172986 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -7176119.500000 Penalty: 3608.895996
	Iteration 6F: 3 clusters Score -7176120 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -7180113.500000 Penalty: 3608.895996
	Iteration 7F: 3 clusters Score -7180114 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7184142.500000 Penalty: 3608.895996
	Iteration 8F: 3 clusters Score -7184142 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -7187488.500000 Penalty: 3608.895996
	Iteration 9F: 3 clusters Score -7187488 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7189770.500000 Penalty: 3608.895996
	Iteration 10Q: 3 clusters Score -7189770 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7191141.000000 Penalty: 3608.895996
	Iteration 11Q: 3 clusters Score -7191141 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7192002.500000 Penalty: 3608.895996
	Iteration 12Q: 3 clusters Score -7192002 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7192459.000000 Penalty: 3608.895996
	Iteration 13Q: 3 clusters Score -7192459 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7192655.000000 Penalty: 3608.895996
	Iteration 14Q: 3 clusters Score -7192655 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7192796.500000 Penalty: 3608.895996
	Iteration 15Q: 3 clusters Score -7192796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7192857.500000 Penalty: 3608.895996
	Iteration 16Q: 3 clusters Score -7192858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7192929.500000 Penalty: 3608.895996
	Iteration 17Q: 3 clusters Score -7192930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7192956.500000 Penalty: 3608.895996
	Iteration 18Q: 3 clusters Score -7192956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7192980.000000 Penalty: 3608.895996
	Iteration 19Q: 3 clusters Score -7192980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7192978.500000 Penalty: 3608.895996
	Iteration 20F: 3 clusters Score -7192978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7192992.000000 Penalty: 3608.895996
	Iteration 21Q: 3 clusters Score -7192992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7192998.000000 Penalty: 3608.895996
	Iteration 22Q: 3 clusters Score -7192998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7193000.500000 Penalty: 3608.895996
	Iteration 23Q: 3 clusters Score -7193000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7193007.000000 Penalty: 3608.895996
	Iteration 24Q: 3 clusters Score -7193007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7193007.500000 Penalty: 3608.895996
	Iteration 25Q: 3 clusters Score -7193008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7193007.500000 Penalty: 3608.895996
	Iteration 26Q: 3 clusters Score -7193008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7193009.000000 Penalty: 3608.895996
	Iteration 27Q: 3 clusters Score -7193009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7193009.500000 Penalty: 3608.895996
	Iteration 28Q: 3 clusters Score -7193010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7193007.500000 Penalty: 3608.895996
	Iteration 29Q: 3 clusters Score -7193008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7193012.500000 Penalty: 3608.895996
	Iteration 30Q: 3 clusters Score -7193012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7193012.500000 Penalty: 3608.895996
	Iteration 31F: 3 clusters Score -7193012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -8782.505859 Penalty: 763.828064
	Iteration 0F: 2 clusters Score -8782.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8191.940430 Penalty: 1527.656128
	Iteration 0F: 3 clusters Score -8191.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8246.380859 Penalty: 1527.656128
	Iteration 1F: 3 clusters Score -8246.381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8257.718750 Penalty: 1527.656128
	Iteration 2Q: 3 clusters Score -8257.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8264.861328 Penalty: 1527.656128
	Iteration 3Q: 3 clusters Score -8264.861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8264.861328 Penalty: 1527.656128
	Iteration 4F: 3 clusters Score -8264.861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Entering Unmasked Estep 
Score: -17702844.000000 Penalty: 1952.658081
	Iteration 0F: 2 clusters Score -1.770284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -17595830.000000 Penalty: 3905.316162
	Iteration 0F: 3 clusters Score -1.759583e+07 nChanged 79991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -17642438.000000 Penalty: 3905.316162
	Iteration 1F: 3 clusters Score -1.764244e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -17643502.000000 Penalty: 3905.316162
	Iteration 2Q: 3 clusters Score -1.76435e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -17645594.000000 Penalty: 3905.316162
	Iteration 3Q: 3 clusters Score -1.764559e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -17649648.000000 Penalty: 3905.316162
	Iteration 4F: 3 clusters Score -1.764965e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -17657476.000000 Penalty: 3905.316162
	Iteration 5F: 3 clusters Score -1.765748e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -17670040.000000 Penalty: 3905.316162
	Iteration 6F: 3 clusters Score -1.767004e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -17684572.000000 Penalty: 3905.316162
	Iteration 7F: 3 clusters Score -1.768457e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -17695816.000000 Penalty: 3905.316162
	Iteration 8F: 3 clusters Score -1.769582e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -17700930.000000 Penalty: 3905.316162
	Iteration 9Q: 3 clusters Score -1.770093e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 147042 members 
Entering Unmasked Estep 
Score: -17702486.000000 Penalty: 3905.316162
	Iteration 10Q: 3 clusters Score -1.770249e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -17702974.000000 Penalty: 3905.316162
	Iteration 11Q: 3 clusters Score -1.770297e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 148622 members 
Entering Unmasked Estep 
Score: -17703190.000000 Penalty: 3905.316162
	Iteration 12Q: 3 clusters Score -1.770319e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -17703440.000000 Penalty: 3905.316162
	Iteration 13Q: 3 clusters Score -1.770344e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -17703620.000000 Penalty: 3905.316162
	Iteration 14Q: 3 clusters Score -1.770362e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -17703750.000000 Penalty: 3905.316162
	Iteration 15Q: 3 clusters Score -1.770375e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -17703760.000000 Penalty: 3905.316162
	Iteration 16Q: 3 clusters Score -1.770376e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -17703834.000000 Penalty: 3905.316162
	Iteration 17Q: 3 clusters Score -1.770383e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -17703798.000000 Penalty: 3905.316162
	Iteration 18Q: 3 clusters Score -1.77038e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -17703842.000000 Penalty: 3905.316162
	Iteration 19Q: 3 clusters Score -1.770384e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -17703850.000000 Penalty: 3905.316162
	Iteration 20F: 3 clusters Score -1.770385e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -17703818.000000 Penalty: 3905.316162
	Iteration 21Q: 3 clusters Score -1.770382e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -17703740.000000 Penalty: 3905.316162
	Iteration 22Q: 3 clusters Score -1.770374e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 155084 members 
Entering Unmasked Estep 
Score: -17703694.000000 Penalty: 3905.316162
	Iteration 23Q: 3 clusters Score -1.770369e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 155455 members 
Entering Unmasked Estep 
Score: -17703720.000000 Penalty: 3905.316162
	Iteration 24Q: 3 clusters Score -1.770372e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -17703648.000000 Penalty: 3905.316162
	Iteration 25Q: 3 clusters Score -1.770365e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 156248 members 
Entering Unmasked Estep 
Score: -17703622.000000 Penalty: 3905.316162
	Iteration 26Q: 3 clusters Score -1.770362e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -17703568.000000 Penalty: 3905.316162
	Iteration 27Q: 3 clusters Score -1.770357e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -17703486.000000 Penalty: 3905.316162
	Iteration 28Q: 3 clusters Score -1.770349e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 157209 members 
Entering Unmasked Estep 
Score: -17703450.000000 Penalty: 3905.316162
	Iteration 29Q: 3 clusters Score -1.770345e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -17703384.000000 Penalty: 3905.316162
	Iteration 30Q: 3 clusters Score -1.770338e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -17703372.000000 Penalty: 3905.316162
	Iteration 31Q: 3 clusters Score -1.770337e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 157970 members 
Entering Unmasked Estep 
Score: -17703330.000000 Penalty: 3905.316162
	Iteration 32Q: 3 clusters Score -1.770333e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -17703272.000000 Penalty: 3905.316162
	Iteration 33Q: 3 clusters Score -1.770327e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -17703238.000000 Penalty: 3905.316162
	Iteration 34Q: 3 clusters Score -1.770324e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -17703104.000000 Penalty: 3905.316162
	Iteration 35Q: 3 clusters Score -1.77031e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -17703084.000000 Penalty: 3905.316162
	Iteration 36Q: 3 clusters Score -1.770308e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -17703068.000000 Penalty: 3905.316162
	Iteration 37Q: 3 clusters Score -1.770307e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -17703000.000000 Penalty: 3905.316162
	Iteration 38Q: 3 clusters Score -1.7703e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -17702996.000000 Penalty: 3905.316162
	Iteration 39Q: 3 clusters Score -1.7703e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -17702966.000000 Penalty: 3905.316162
	Iteration 40F: 3 clusters Score -1.770297e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -17702930.000000 Penalty: 3905.316162
	Iteration 41Q: 3 clusters Score -1.770293e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -17702888.000000 Penalty: 3905.316162
	Iteration 42Q: 3 clusters Score -1.770289e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -17702844.000000 Penalty: 3905.316162
	Iteration 43Q: 3 clusters Score -1.770284e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -17702808.000000 Penalty: 3905.316162
	Iteration 44Q: 3 clusters Score -1.770281e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -17702752.000000 Penalty: 3905.316162
	Iteration 45Q: 3 clusters Score -1.770275e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -17702742.000000 Penalty: 3905.316162
	Iteration 46Q: 3 clusters Score -1.770274e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -17702772.000000 Penalty: 3905.316162
	Iteration 47Q: 3 clusters Score -1.770277e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -17702754.000000 Penalty: 3905.316162
	Iteration 48Q: 3 clusters Score -1.770275e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -17702760.000000 Penalty: 3905.316162
	Iteration 49Q: 3 clusters Score -1.770276e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 161707 members 
Entering Unmasked Estep 
Score: -17702744.000000 Penalty: 3905.316162
	Iteration 50Q: 3 clusters Score -1.770274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -17702690.000000 Penalty: 3905.316162
	Iteration 51Q: 3 clusters Score -1.770269e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -17702668.000000 Penalty: 3905.316162
	Iteration 52Q: 3 clusters Score -1.770267e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 162097 members 
Entering Unmasked Estep 
Score: -17702644.000000 Penalty: 3905.316162
	Iteration 53Q: 3 clusters Score -1.770264e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -17702572.000000 Penalty: 3905.316162
	Iteration 54Q: 3 clusters Score -1.770257e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 162332 members 
Entering Unmasked Estep 
Score: -17702556.000000 Penalty: 3905.316162
	Iteration 55Q: 3 clusters Score -1.770256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -17702546.000000 Penalty: 3905.316162
	Iteration 56Q: 3 clusters Score -1.770255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -17702516.000000 Penalty: 3905.316162
	Iteration 57Q: 3 clusters Score -1.770252e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -17702492.000000 Penalty: 3905.316162
	Iteration 58Q: 3 clusters Score -1.770249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -17702454.000000 Penalty: 3905.316162
	Iteration 59Q: 3 clusters Score -1.770245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 162754 members 
Entering Unmasked Estep 
Score: -17702436.000000 Penalty: 3905.316162
	Iteration 60F: 3 clusters Score -1.770244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -17702408.000000 Penalty: 3905.316162
	Iteration 61Q: 3 clusters Score -1.770241e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 162872 members 
Entering Unmasked Estep 
Score: -17702384.000000 Penalty: 3905.316162
	Iteration 62Q: 3 clusters Score -1.770238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -17702404.000000 Penalty: 3905.316162
	Iteration 63Q: 3 clusters Score -1.77024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -17702376.000000 Penalty: 3905.316162
	Iteration 64Q: 3 clusters Score -1.770238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 163026 members 
Entering Unmasked Estep 
Score: -17702358.000000 Penalty: 3905.316162
	Iteration 65Q: 3 clusters Score -1.770236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -17702342.000000 Penalty: 3905.316162
	Iteration 66Q: 3 clusters Score -1.770234e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -17702302.000000 Penalty: 3905.316162
	Iteration 67Q: 3 clusters Score -1.77023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -17702274.000000 Penalty: 3905.316162
	Iteration 68Q: 3 clusters Score -1.770227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -17702262.000000 Penalty: 3905.316162
	Iteration 69Q: 3 clusters Score -1.770226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -17702234.000000 Penalty: 3905.316162
	Iteration 70Q: 3 clusters Score -1.770223e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -17702202.000000 Penalty: 3905.316162
	Iteration 71Q: 3 clusters Score -1.77022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -17702182.000000 Penalty: 3905.316162
	Iteration 72Q: 3 clusters Score -1.770218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -17702190.000000 Penalty: 3905.316162
	Iteration 73Q: 3 clusters Score -1.770219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 163448 members 
Entering Unmasked Estep 
Score: -17702202.000000 Penalty: 3905.316162
	Iteration 74Q: 3 clusters Score -1.77022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -17702186.000000 Penalty: 3905.316162
	Iteration 75Q: 3 clusters Score -1.770219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -17702164.000000 Penalty: 3905.316162
	Iteration 76Q: 3 clusters Score -1.770216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -17702150.000000 Penalty: 3905.316162
	Iteration 77Q: 3 clusters Score -1.770215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -17702152.000000 Penalty: 3905.316162
	Iteration 78Q: 3 clusters Score -1.770215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -17702140.000000 Penalty: 3905.316162
	Iteration 79Q: 3 clusters Score -1.770214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -17702162.000000 Penalty: 3905.316162
	Iteration 80F: 3 clusters Score -1.770216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 163561 members 
Entering Unmasked Estep 
Score: -17702164.000000 Penalty: 3905.316162
	Iteration 81Q: 3 clusters Score -1.770216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 163579 members 
Entering Unmasked Estep 
Score: -17702136.000000 Penalty: 3905.316162
	Iteration 82Q: 3 clusters Score -1.770214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -17702138.000000 Penalty: 3905.316162
	Iteration 83Q: 3 clusters Score -1.770214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 163607 members 
Entering Unmasked Estep 
Score: -17702134.000000 Penalty: 3905.316162
	Iteration 84Q: 3 clusters Score -1.770213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 163618 members 
Entering Unmasked Estep 
Score: -17702134.000000 Penalty: 3905.316162
	Iteration 85Q: 3 clusters Score -1.770213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -17702138.000000 Penalty: 3905.316162
	Iteration 86Q: 3 clusters Score -1.770214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -17702140.000000 Penalty: 3905.316162
	Iteration 87Q: 3 clusters Score -1.770214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -17702124.000000 Penalty: 3905.316162
	Iteration 88Q: 3 clusters Score -1.770212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -17702122.000000 Penalty: 3905.316162
	Iteration 89Q: 3 clusters Score -1.770212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -17702122.000000 Penalty: 3905.316162
	Iteration 90Q: 3 clusters Score -1.770212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 163667 members 
Entering Unmasked Estep 
Score: -17702122.000000 Penalty: 3905.316162
	Iteration 91Q: 3 clusters Score -1.770212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -17702118.000000 Penalty: 3905.316162
	Iteration 92Q: 3 clusters Score -1.770212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -17702130.000000 Penalty: 3905.316162
	Iteration 93Q: 3 clusters Score -1.770213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -17702098.000000 Penalty: 3905.316162
	Iteration 94Q: 3 clusters Score -1.77021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -17702086.000000 Penalty: 3905.316162
	Iteration 95Q: 3 clusters Score -1.770209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -17702076.000000 Penalty: 3905.316162
	Iteration 96Q: 3 clusters Score -1.770208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -17702098.000000 Penalty: 3905.316162
	Iteration 97Q: 3 clusters Score -1.77021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -17702098.000000 Penalty: 3905.316162
	Iteration 98Q: 3 clusters Score -1.77021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -17702094.000000 Penalty: 3905.316162
	Iteration 99Q: 3 clusters Score -1.770209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -17702092.000000 Penalty: 3905.316162
	Iteration 100F: 3 clusters Score -1.770209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -17702110.000000 Penalty: 3905.316162
	Iteration 101Q: 3 clusters Score -1.770211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -17702066.000000 Penalty: 3905.316162
	Iteration 102Q: 3 clusters Score -1.770207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 163873 members 
Entering Unmasked Estep 
Score: -17702064.000000 Penalty: 3905.316162
	Iteration 103Q: 3 clusters Score -1.770206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -17702084.000000 Penalty: 3905.316162
	Iteration 104Q: 3 clusters Score -1.770208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -17702086.000000 Penalty: 3905.316162
	Iteration 105Q: 3 clusters Score -1.770209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -17702086.000000 Penalty: 3905.316162
	Iteration 106Q: 3 clusters Score -1.770209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 163950 members 
Entering Unmasked Estep 
Score: -17702100.000000 Penalty: 3905.316162
	Iteration 107Q: 3 clusters Score -1.77021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -17702090.000000 Penalty: 3905.316162
	Iteration 108Q: 3 clusters Score -1.770209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -17702082.000000 Penalty: 3905.316162
	Iteration 109Q: 3 clusters Score -1.770208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -17702080.000000 Penalty: 3905.316162
	Iteration 110Q: 3 clusters Score -1.770208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -17702076.000000 Penalty: 3905.316162
	Iteration 111Q: 3 clusters Score -1.770208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -17702074.000000 Penalty: 3905.316162
	Iteration 112Q: 3 clusters Score -1.770207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -17702056.000000 Penalty: 3905.316162
	Iteration 113Q: 3 clusters Score -1.770206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 164039 members 
Entering Unmasked Estep 
Score: -17702072.000000 Penalty: 3905.316162
	Iteration 114Q: 3 clusters Score -1.770207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -17702072.000000 Penalty: 3905.316162
	Iteration 115Q: 3 clusters Score -1.770207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -17702070.000000 Penalty: 3905.316162
	Iteration 116Q: 3 clusters Score -1.770207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -17702058.000000 Penalty: 3905.316162
	Iteration 117Q: 3 clusters Score -1.770206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -17702060.000000 Penalty: 3905.316162
	Iteration 118Q: 3 clusters Score -1.770206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 164113 members 
Entering Unmasked Estep 
Score: -17702066.000000 Penalty: 3905.316162
	Iteration 119Q: 3 clusters Score -1.770207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -17702068.000000 Penalty: 3905.316162
	Iteration 120F: 3 clusters Score -1.770207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -17702064.000000 Penalty: 3905.316162
	Iteration 121Q: 3 clusters Score -1.770206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 164129 members 
Entering Unmasked Estep 
Score: -17702068.000000 Penalty: 3905.316162
	Iteration 122Q: 3 clusters Score -1.770207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -17702060.000000 Penalty: 3905.316162
	Iteration 123Q: 3 clusters Score -1.770206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -17702060.000000 Penalty: 3905.316162
	Iteration 124Q: 3 clusters Score -1.770206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -17702056.000000 Penalty: 3905.316162
	Iteration 125Q: 3 clusters Score -1.770206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -17702060.000000 Penalty: 3905.316162
	Iteration 126Q: 3 clusters Score -1.770206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -17702060.000000 Penalty: 3905.316162
	Iteration 127Q: 3 clusters Score -1.770206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -17702070.000000 Penalty: 3905.316162
	Iteration 128Q: 3 clusters Score -1.770207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -17702050.000000 Penalty: 3905.316162
	Iteration 129Q: 3 clusters Score -1.770205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -17702056.000000 Penalty: 3905.316162
	Iteration 130Q: 3 clusters Score -1.770206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -17702076.000000 Penalty: 3905.316162
	Iteration 131Q: 3 clusters Score -1.770208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 164209 members 
Entering Unmasked Estep 
Score: -17702066.000000 Penalty: 3905.316162
	Iteration 132Q: 3 clusters Score -1.770207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -17702062.000000 Penalty: 3905.316162
	Iteration 133Q: 3 clusters Score -1.770206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -17702058.000000 Penalty: 3905.316162
	Iteration 134Q: 3 clusters Score -1.770206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -17702070.000000 Penalty: 3905.316162
	Iteration 135Q: 3 clusters Score -1.770207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -17702070.000000 Penalty: 3905.316162
	Iteration 136F: 3 clusters Score -1.770207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -273534.343750 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -273534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -271053.718750 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -271053.7 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271677.468750 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -271677.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271821.781250 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -271821.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -271909.093750 Penalty: 2558.795654
	Iteration 3Q: 3 clusters Score -271909.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -271959.968750 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -271960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271992.937500 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -271992.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -272026.625000 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -272026.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -272049.531250 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -272049.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -272065.750000 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -272065.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -272081.156250 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -272081.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -272101.500000 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -272101.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -272115.562500 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -272115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -272125.437500 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -272125.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -272135.281250 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -272135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -272142.750000 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -272142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -272148.687500 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -272148.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -272155.875000 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -272155.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272164.843750 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -272164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272173.625000 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -272173.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272181.625000 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -272181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272185.093750 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -272185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272186.437500 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -272186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272188.968750 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -272189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272191.093750 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -272191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -272193.000000 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -272193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272194.781250 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -272194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -272196.812500 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -272196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -272197.937500 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -272197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272199.437500 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -272199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272200.968750 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -272201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -272203.656250 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -272203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272205.906250 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -272205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -272208.656250 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -272208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -272212.875000 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -272212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272214.781250 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -272214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -272218.625000 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -272218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -272222.718750 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -272222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -272226.875000 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -272226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -272232.562500 Penalty: 2558.795654
	Iteration 38Q: 3 clusters Score -272232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -272241.781250 Penalty: 2558.795654
	Iteration 39Q: 3 clusters Score -272241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -272254.562500 Penalty: 2558.795654
	Iteration 40F: 3 clusters Score -272254.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -272267.750000 Penalty: 2558.795654
	Iteration 41Q: 3 clusters Score -272267.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -272282.312500 Penalty: 2558.795654
	Iteration 42Q: 3 clusters Score -272282.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272297.500000 Penalty: 2558.795654
	Iteration 43Q: 3 clusters Score -272297.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272315.812500 Penalty: 2558.795654
	Iteration 44Q: 3 clusters Score -272315.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272339.781250 Penalty: 2558.795654
	Iteration 45Q: 3 clusters Score -272339.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -272368.593750 Penalty: 2558.795654
	Iteration 46Q: 3 clusters Score -272368.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -272407.750000 Penalty: 2558.795654
	Iteration 47Q: 3 clusters Score -272407.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -272464.218750 Penalty: 2558.795654
	Iteration 48Q: 3 clusters Score -272464.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272535.343750 Penalty: 2558.795654
	Iteration 49Q: 3 clusters Score -272535.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -272604.187500 Penalty: 2558.795654
	Iteration 50Q: 3 clusters Score -272604.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -272700.781250 Penalty: 2558.795654
	Iteration 51Q: 3 clusters Score -272700.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -272765.312500 Penalty: 2558.795654
	Iteration 52Q: 3 clusters Score -272765.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -272801.718750 Penalty: 2558.795654
	Iteration 53Q: 3 clusters Score -272801.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -272822.687500 Penalty: 2558.795654
	Iteration 54Q: 3 clusters Score -272822.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -272845.781250 Penalty: 2558.795654
	Iteration 55Q: 3 clusters Score -272845.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -272866.437500 Penalty: 2558.795654
	Iteration 56Q: 3 clusters Score -272866.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -272883.000000 Penalty: 2558.795654
	Iteration 57Q: 3 clusters Score -272883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -272902.031250 Penalty: 2558.795654
	Iteration 58Q: 3 clusters Score -272902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -272917.312500 Penalty: 2558.795654
	Iteration 59Q: 3 clusters Score -272917.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -272941.656250 Penalty: 2558.795654
	Iteration 60F: 3 clusters Score -272941.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272987.093750 Penalty: 2558.795654
	Iteration 61Q: 3 clusters Score -272987.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -273050.812500 Penalty: 2558.795654
	Iteration 62Q: 3 clusters Score -273050.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273141.437500 Penalty: 2558.795654
	Iteration 63Q: 3 clusters Score -273141.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -273273.843750 Penalty: 2558.795654
	Iteration 64Q: 3 clusters Score -273273.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -273404.125000 Penalty: 2558.795654
	Iteration 65Q: 3 clusters Score -273404.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -273474.562500 Penalty: 2558.795654
	Iteration 66Q: 3 clusters Score -273474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -273488.593750 Penalty: 2558.795654
	Iteration 67Q: 3 clusters Score -273488.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -273495.312500 Penalty: 2558.795654
	Iteration 68Q: 3 clusters Score -273495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -273499.718750 Penalty: 2558.795654
	Iteration 69Q: 3 clusters Score -273499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -273500.156250 Penalty: 2558.795654
	Iteration 70Q: 3 clusters Score -273500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -273501.937500 Penalty: 2558.795654
	Iteration 71Q: 3 clusters Score -273501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -273504.156250 Penalty: 2558.795654
	Iteration 72Q: 3 clusters Score -273504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -273504.531250 Penalty: 2558.795654
	Iteration 73Q: 3 clusters Score -273504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -273505.375000 Penalty: 2558.795654
	Iteration 74Q: 3 clusters Score -273505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -273505.843750 Penalty: 2558.795654
	Iteration 75Q: 3 clusters Score -273505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -273505.562500 Penalty: 2558.795654
	Iteration 76Q: 3 clusters Score -273505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -273505.562500 Penalty: 2558.795654
	Iteration 77F: 3 clusters Score -273505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (268000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268000 members 
Entering Unmasked Estep 
Score: -28436710.000000 Penalty: 2031.045532
	Iteration 0F: 2 clusters Score -2.843671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 133668 members 
Entering Unmasked Estep 
Score: -28268802.000000 Penalty: 4062.091064
	Iteration 0F: 3 clusters Score -2.82688e+07 nChanged 130520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -28347106.000000 Penalty: 4062.091064
	Iteration 1F: 3 clusters Score -2.834711e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 122101 members 
Entering Unmasked Estep 
Score: -28349432.000000 Penalty: 4062.091064
	Iteration 2Q: 3 clusters Score -2.834943e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -28353424.000000 Penalty: 4062.091064
	Iteration 3Q: 3 clusters Score -2.835342e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -28359576.000000 Penalty: 4062.091064
	Iteration 4Q: 3 clusters Score -2.835958e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -28368890.000000 Penalty: 4062.091064
	Iteration 5F: 3 clusters Score -2.836889e+07 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -28380952.000000 Penalty: 4062.091064
	Iteration 6F: 3 clusters Score -2.838095e+07 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193259 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -28393626.000000 Penalty: 4062.091064
	Iteration 7F: 3 clusters Score -2.839363e+07 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200261 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -28403624.000000 Penalty: 4062.091064
	Iteration 8F: 3 clusters Score -2.840362e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203938 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -28409820.000000 Penalty: 4062.091064
	Iteration 9Q: 3 clusters Score -2.840982e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205535 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -28412584.000000 Penalty: 4062.091064
	Iteration 10Q: 3 clusters Score -2.841258e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206084 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -28413792.000000 Penalty: 4062.091064
	Iteration 11Q: 3 clusters Score -2.841379e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -28413940.000000 Penalty: 4062.091064
	Iteration 12Q: 3 clusters Score -2.841394e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206121 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -28414172.000000 Penalty: 4062.091064
	Iteration 13Q: 3 clusters Score -2.841417e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205832 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -28414332.000000 Penalty: 4062.091064
	Iteration 14Q: 3 clusters Score -2.841433e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205446 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -28414424.000000 Penalty: 4062.091064
	Iteration 15Q: 3 clusters Score -2.841442e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204931 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -28414766.000000 Penalty: 4062.091064
	Iteration 16Q: 3 clusters Score -2.841477e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204307 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -28414876.000000 Penalty: 4062.091064
	Iteration 17Q: 3 clusters Score -2.841488e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203540 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -28415000.000000 Penalty: 4062.091064
	Iteration 18Q: 3 clusters Score -2.8415e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -28415070.000000 Penalty: 4062.091064
	Iteration 19Q: 3 clusters Score -2.841507e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201793 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -28415064.000000 Penalty: 4062.091064
	Iteration 20F: 3 clusters Score -2.841506e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200891 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -28415112.000000 Penalty: 4062.091064
	Iteration 21Q: 3 clusters Score -2.841511e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199928 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -28415108.000000 Penalty: 4062.091064
	Iteration 22Q: 3 clusters Score -2.841511e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198931 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -28415188.000000 Penalty: 4062.091064
	Iteration 23Q: 3 clusters Score -2.841519e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197978 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -28415226.000000 Penalty: 4062.091064
	Iteration 24Q: 3 clusters Score -2.841523e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -28415206.000000 Penalty: 4062.091064
	Iteration 25Q: 3 clusters Score -2.841521e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195875 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -28415344.000000 Penalty: 4062.091064
	Iteration 26Q: 3 clusters Score -2.841534e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -28415494.000000 Penalty: 4062.091064
	Iteration 27Q: 3 clusters Score -2.841549e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193671 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -28415720.000000 Penalty: 4062.091064
	Iteration 28Q: 3 clusters Score -2.841572e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -28415858.000000 Penalty: 4062.091064
	Iteration 29Q: 3 clusters Score -2.841586e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -28415976.000000 Penalty: 4062.091064
	Iteration 30Q: 3 clusters Score -2.841598e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -28416026.000000 Penalty: 4062.091064
	Iteration 31Q: 3 clusters Score -2.841603e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -28416110.000000 Penalty: 4062.091064
	Iteration 32Q: 3 clusters Score -2.841611e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188407 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -28416252.000000 Penalty: 4062.091064
	Iteration 33Q: 3 clusters Score -2.841625e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -28416348.000000 Penalty: 4062.091064
	Iteration 34Q: 3 clusters Score -2.841635e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -28416512.000000 Penalty: 4062.091064
	Iteration 35Q: 3 clusters Score -2.841651e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -28416692.000000 Penalty: 4062.091064
	Iteration 36Q: 3 clusters Score -2.841669e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183784 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -28416690.000000 Penalty: 4062.091064
	Iteration 37Q: 3 clusters Score -2.841669e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -28416716.000000 Penalty: 4062.091064
	Iteration 38Q: 3 clusters Score -2.841672e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -28416880.000000 Penalty: 4062.091064
	Iteration 39Q: 3 clusters Score -2.841688e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179873 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -28417070.000000 Penalty: 4062.091064
	Iteration 40F: 3 clusters Score -2.841707e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178501 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -28417208.000000 Penalty: 4062.091064
	Iteration 41Q: 3 clusters Score -2.841721e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 90923 members 
Entering Unmasked Estep 
Score: -28417446.000000 Penalty: 4062.091064
	Iteration 42Q: 3 clusters Score -2.841745e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -28417678.000000 Penalty: 4062.091064
	Iteration 43Q: 3 clusters Score -2.841768e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174222 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -28417848.000000 Penalty: 4062.091064
	Iteration 44Q: 3 clusters Score -2.841785e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -28418106.000000 Penalty: 4062.091064
	Iteration 45Q: 3 clusters Score -2.841811e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -28418250.000000 Penalty: 4062.091064
	Iteration 46Q: 3 clusters Score -2.841825e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169860 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -28418276.000000 Penalty: 4062.091064
	Iteration 47Q: 3 clusters Score -2.841828e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 99608 members 
Entering Unmasked Estep 
Score: -28418486.000000 Penalty: 4062.091064
	Iteration 48Q: 3 clusters Score -2.841849e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166916 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -28418880.000000 Penalty: 4062.091064
	Iteration 49Q: 3 clusters Score -2.841888e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -28419292.000000 Penalty: 4062.091064
	Iteration 50Q: 3 clusters Score -2.841929e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -28419534.000000 Penalty: 4062.091064
	Iteration 51Q: 3 clusters Score -2.841953e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -28419850.000000 Penalty: 4062.091064
	Iteration 52Q: 3 clusters Score -2.841985e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -28420282.000000 Penalty: 4062.091064
	Iteration 53Q: 3 clusters Score -2.842028e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -28420888.000000 Penalty: 4062.091064
	Iteration 54Q: 3 clusters Score -2.842089e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -28421410.000000 Penalty: 4062.091064
	Iteration 55Q: 3 clusters Score -2.842141e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -28421936.000000 Penalty: 4062.091064
	Iteration 56Q: 3 clusters Score -2.842194e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -28422252.000000 Penalty: 4062.091064
	Iteration 57Q: 3 clusters Score -2.842225e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -28422644.000000 Penalty: 4062.091064
	Iteration 58Q: 3 clusters Score -2.842264e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -28423002.000000 Penalty: 4062.091064
	Iteration 59Q: 3 clusters Score -2.8423e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -28423124.000000 Penalty: 4062.091064
	Iteration 60F: 3 clusters Score -2.842312e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -28423364.000000 Penalty: 4062.091064
	Iteration 61Q: 3 clusters Score -2.842336e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153640 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -28423602.000000 Penalty: 4062.091064
	Iteration 62Q: 3 clusters Score -2.84236e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -28424048.000000 Penalty: 4062.091064
	Iteration 63Q: 3 clusters Score -2.842405e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 115292 members 
Entering Unmasked Estep 
Score: -28424208.000000 Penalty: 4062.091064
	Iteration 64Q: 3 clusters Score -2.842421e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152292 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -28424496.000000 Penalty: 4062.091064
	Iteration 65Q: 3 clusters Score -2.84245e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151907 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -28424736.000000 Penalty: 4062.091064
	Iteration 66Q: 3 clusters Score -2.842474e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151593 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -28424974.000000 Penalty: 4062.091064
	Iteration 67Q: 3 clusters Score -2.842497e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -28425038.000000 Penalty: 4062.091064
	Iteration 68Q: 3 clusters Score -2.842504e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -28425270.000000 Penalty: 4062.091064
	Iteration 69Q: 3 clusters Score -2.842527e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -28425292.000000 Penalty: 4062.091064
	Iteration 70Q: 3 clusters Score -2.842529e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -28425278.000000 Penalty: 4062.091064
	Iteration 71Q: 3 clusters Score -2.842528e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -28425374.000000 Penalty: 4062.091064
	Iteration 72Q: 3 clusters Score -2.842537e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -28425440.000000 Penalty: 4062.091064
	Iteration 73Q: 3 clusters Score -2.842544e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -28425450.000000 Penalty: 4062.091064
	Iteration 74Q: 3 clusters Score -2.842545e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
Score: -28425500.000000 Penalty: 4062.091064
	Iteration 75Q: 3 clusters Score -2.84255e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -28425630.000000 Penalty: 4062.091064
	Iteration 76Q: 3 clusters Score -2.842563e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -28425666.000000 Penalty: 4062.091064
	Iteration 77Q: 3 clusters Score -2.842567e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149255 members 
Mstep: Class 2 contains 118745 members 
Entering Unmasked Estep 
Score: -28425620.000000 Penalty: 4062.091064
	Iteration 78Q: 3 clusters Score -2.842562e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -28425612.000000 Penalty: 4062.091064
	Iteration 79Q: 3 clusters Score -2.842561e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -28425614.000000 Penalty: 4062.091064
	Iteration 80F: 3 clusters Score -2.842561e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148609 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -28425574.000000 Penalty: 4062.091064
	Iteration 81Q: 3 clusters Score -2.842557e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -28425674.000000 Penalty: 4062.091064
	Iteration 82Q: 3 clusters Score -2.842567e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148183 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -28425692.000000 Penalty: 4062.091064
	Iteration 83Q: 3 clusters Score -2.842569e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 120005 members 
Entering Unmasked Estep 
Score: -28425818.000000 Penalty: 4062.091064
	Iteration 84Q: 3 clusters Score -2.842582e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -28425910.000000 Penalty: 4062.091064
	Iteration 85Q: 3 clusters Score -2.842591e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147708 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -28425868.000000 Penalty: 4062.091064
	Iteration 86Q: 3 clusters Score -2.842587e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147587 members 
Mstep: Class 2 contains 120413 members 
Entering Unmasked Estep 
Score: -28425844.000000 Penalty: 4062.091064
	Iteration 87Q: 3 clusters Score -2.842584e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147494 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -28425854.000000 Penalty: 4062.091064
	Iteration 88Q: 3 clusters Score -2.842585e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147429 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -28425842.000000 Penalty: 4062.091064
	Iteration 89Q: 3 clusters Score -2.842584e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147342 members 
Mstep: Class 2 contains 120658 members 
Entering Unmasked Estep 
Score: -28425848.000000 Penalty: 4062.091064
	Iteration 90Q: 3 clusters Score -2.842585e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -28425884.000000 Penalty: 4062.091064
	Iteration 91Q: 3 clusters Score -2.842588e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -28425890.000000 Penalty: 4062.091064
	Iteration 92Q: 3 clusters Score -2.842589e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147161 members 
Mstep: Class 2 contains 120839 members 
Entering Unmasked Estep 
Score: -28425876.000000 Penalty: 4062.091064
	Iteration 93Q: 3 clusters Score -2.842588e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 120879 members 
Entering Unmasked Estep 
Score: -28425902.000000 Penalty: 4062.091064
	Iteration 94Q: 3 clusters Score -2.84259e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -28425902.000000 Penalty: 4062.091064
	Iteration 95Q: 3 clusters Score -2.84259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -28425900.000000 Penalty: 4062.091064
	Iteration 96Q: 3 clusters Score -2.84259e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 120961 members 
Entering Unmasked Estep 
Score: -28425924.000000 Penalty: 4062.091064
	Iteration 97Q: 3 clusters Score -2.842592e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -28425926.000000 Penalty: 4062.091064
	Iteration 98Q: 3 clusters Score -2.842593e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 120959 members 
Entering Unmasked Estep 
Score: -28425932.000000 Penalty: 4062.091064
	Iteration 99Q: 3 clusters Score -2.842593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 120957 members 
Entering Unmasked Estep 
Score: -28425986.000000 Penalty: 4062.091064
	Iteration 100F: 3 clusters Score -2.842599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -28425970.000000 Penalty: 4062.091064
	Iteration 101Q: 3 clusters Score -2.842597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -28425976.000000 Penalty: 4062.091064
	Iteration 102Q: 3 clusters Score -2.842598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -28425972.000000 Penalty: 4062.091064
	Iteration 103Q: 3 clusters Score -2.842597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -28425934.000000 Penalty: 4062.091064
	Iteration 104Q: 3 clusters Score -2.842593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146997 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
Score: -28425948.000000 Penalty: 4062.091064
	Iteration 105Q: 3 clusters Score -2.842595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146989 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -28425946.000000 Penalty: 4062.091064
	Iteration 106Q: 3 clusters Score -2.842595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -28425940.000000 Penalty: 4062.091064
	Iteration 107Q: 3 clusters Score -2.842594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -28425958.000000 Penalty: 4062.091064
	Iteration 108Q: 3 clusters Score -2.842596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146958 members 
Mstep: Class 2 contains 121042 members 
Entering Unmasked Estep 
Score: -28425978.000000 Penalty: 4062.091064
	Iteration 109Q: 3 clusters Score -2.842598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -28425986.000000 Penalty: 4062.091064
	Iteration 110Q: 3 clusters Score -2.842599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146946 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -28425968.000000 Penalty: 4062.091064
	Iteration 111Q: 3 clusters Score -2.842597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146936 members 
Mstep: Class 2 contains 121064 members 
Entering Unmasked Estep 
Score: -28425974.000000 Penalty: 4062.091064
	Iteration 112Q: 3 clusters Score -2.842597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -28425960.000000 Penalty: 4062.091064
	Iteration 113Q: 3 clusters Score -2.842596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146913 members 
Mstep: Class 2 contains 121087 members 
Entering Unmasked Estep 
Score: -28425964.000000 Penalty: 4062.091064
	Iteration 114Q: 3 clusters Score -2.842596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 121097 members 
Entering Unmasked Estep 
Score: -28425970.000000 Penalty: 4062.091064
	Iteration 115Q: 3 clusters Score -2.842597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146893 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -28425946.000000 Penalty: 4062.091064
	Iteration 116Q: 3 clusters Score -2.842595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146890 members 
Mstep: Class 2 contains 121110 members 
Entering Unmasked Estep 
Score: -28425948.000000 Penalty: 4062.091064
	Iteration 117Q: 3 clusters Score -2.842595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146885 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -28425932.000000 Penalty: 4062.091064
	Iteration 118Q: 3 clusters Score -2.842593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146882 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -28425926.000000 Penalty: 4062.091064
	Iteration 119Q: 3 clusters Score -2.842593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -28425916.000000 Penalty: 4062.091064
	Iteration 120F: 3 clusters Score -2.842592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146853 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -28425942.000000 Penalty: 4062.091064
	Iteration 121Q: 3 clusters Score -2.842594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -28425944.000000 Penalty: 4062.091064
	Iteration 122Q: 3 clusters Score -2.842594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 121171 members 
Entering Unmasked Estep 
Score: -28425940.000000 Penalty: 4062.091064
	Iteration 123Q: 3 clusters Score -2.842594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146819 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -28425934.000000 Penalty: 4062.091064
	Iteration 124Q: 3 clusters Score -2.842593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146807 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -28425944.000000 Penalty: 4062.091064
	Iteration 125Q: 3 clusters Score -2.842594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 121208 members 
Entering Unmasked Estep 
Score: -28425956.000000 Penalty: 4062.091064
	Iteration 126Q: 3 clusters Score -2.842596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146779 members 
Mstep: Class 2 contains 121221 members 
Entering Unmasked Estep 
Score: -28425952.000000 Penalty: 4062.091064
	Iteration 127Q: 3 clusters Score -2.842595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -28425940.000000 Penalty: 4062.091064
	Iteration 128Q: 3 clusters Score -2.842594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -28425950.000000 Penalty: 4062.091064
	Iteration 129Q: 3 clusters Score -2.842595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146757 members 
Mstep: Class 2 contains 121243 members 
Entering Unmasked Estep 
Score: -28425928.000000 Penalty: 4062.091064
	Iteration 130Q: 3 clusters Score -2.842593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146750 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -28425934.000000 Penalty: 4062.091064
	Iteration 131Q: 3 clusters Score -2.842593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -28425938.000000 Penalty: 4062.091064
	Iteration 132Q: 3 clusters Score -2.842594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146733 members 
Mstep: Class 2 contains 121267 members 
Entering Unmasked Estep 
Score: -28425948.000000 Penalty: 4062.091064
	Iteration 133Q: 3 clusters Score -2.842595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146725 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -28425942.000000 Penalty: 4062.091064
	Iteration 134Q: 3 clusters Score -2.842594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -28425944.000000 Penalty: 4062.091064
	Iteration 135Q: 3 clusters Score -2.842594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -28425924.000000 Penalty: 4062.091064
	Iteration 136Q: 3 clusters Score -2.842592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -28425944.000000 Penalty: 4062.091064
	Iteration 137Q: 3 clusters Score -2.842594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -28425940.000000 Penalty: 4062.091064
	Iteration 138Q: 3 clusters Score -2.842594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -28425926.000000 Penalty: 4062.091064
	Iteration 139Q: 3 clusters Score -2.842593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -28425930.000000 Penalty: 4062.091064
	Iteration 140F: 3 clusters Score -2.842593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -28425930.000000 Penalty: 4062.091064
	Iteration 141Q: 3 clusters Score -2.842593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -28425934.000000 Penalty: 4062.091064
	Iteration 142Q: 3 clusters Score -2.842593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -28425938.000000 Penalty: 4062.091064
	Iteration 143Q: 3 clusters Score -2.842594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -28425946.000000 Penalty: 4062.091064
	Iteration 144Q: 3 clusters Score -2.842595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -28425946.000000 Penalty: 4062.091064
	Iteration 145F: 3 clusters Score -2.842595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Entering Unmasked Estep 
Score: -17379650.000000 Penalty: 1949.771362
	Iteration 0F: 2 clusters Score -1.737965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -17273890.000000 Penalty: 3899.542725
	Iteration 0F: 3 clusters Score -1.727389e+07 nChanged 78675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -17320412.000000 Penalty: 3899.542725
	Iteration 1F: 3 clusters Score -1.732041e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -17322022.000000 Penalty: 3899.542725
	Iteration 2Q: 3 clusters Score -1.732202e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -17324110.000000 Penalty: 3899.542725
	Iteration 3Q: 3 clusters Score -1.732411e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -17327794.000000 Penalty: 3899.542725
	Iteration 4Q: 3 clusters Score -1.732779e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -17332962.000000 Penalty: 3899.542725
	Iteration 5F: 3 clusters Score -1.733296e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111335 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -17340140.000000 Penalty: 3899.542725
	Iteration 6F: 3 clusters Score -1.734014e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -17348916.000000 Penalty: 3899.542725
	Iteration 7F: 3 clusters Score -1.734892e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -17357942.000000 Penalty: 3899.542725
	Iteration 8F: 3 clusters Score -1.735794e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134356 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -17364958.000000 Penalty: 3899.542725
	Iteration 9F: 3 clusters Score -1.736496e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -17369438.000000 Penalty: 3899.542725
	Iteration 10Q: 3 clusters Score -1.736944e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -17372566.000000 Penalty: 3899.542725
	Iteration 11Q: 3 clusters Score -1.737257e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -17374470.000000 Penalty: 3899.542725
	Iteration 12Q: 3 clusters Score -1.737447e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -17375794.000000 Penalty: 3899.542725
	Iteration 13Q: 3 clusters Score -1.737579e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -17376884.000000 Penalty: 3899.542725
	Iteration 14Q: 3 clusters Score -1.737688e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -17377564.000000 Penalty: 3899.542725
	Iteration 15Q: 3 clusters Score -1.737756e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -17378040.000000 Penalty: 3899.542725
	Iteration 16Q: 3 clusters Score -1.737804e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -17378328.000000 Penalty: 3899.542725
	Iteration 17Q: 3 clusters Score -1.737833e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154258 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -17378596.000000 Penalty: 3899.542725
	Iteration 18Q: 3 clusters Score -1.73786e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -17378660.000000 Penalty: 3899.542725
	Iteration 19Q: 3 clusters Score -1.737866e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155822 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -17378732.000000 Penalty: 3899.542725
	Iteration 20F: 3 clusters Score -1.737873e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -17378770.000000 Penalty: 3899.542725
	Iteration 21Q: 3 clusters Score -1.737877e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -17378812.000000 Penalty: 3899.542725
	Iteration 22Q: 3 clusters Score -1.737881e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -17378810.000000 Penalty: 3899.542725
	Iteration 23Q: 3 clusters Score -1.737881e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -17378816.000000 Penalty: 3899.542725
	Iteration 24Q: 3 clusters Score -1.737882e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -17378810.000000 Penalty: 3899.542725
	Iteration 25Q: 3 clusters Score -1.737881e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -17378822.000000 Penalty: 3899.542725
	Iteration 26Q: 3 clusters Score -1.737882e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -17378818.000000 Penalty: 3899.542725
	Iteration 27Q: 3 clusters Score -1.737882e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -17378870.000000 Penalty: 3899.542725
	Iteration 28Q: 3 clusters Score -1.737887e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -17378844.000000 Penalty: 3899.542725
	Iteration 29Q: 3 clusters Score -1.737884e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -17378822.000000 Penalty: 3899.542725
	Iteration 30Q: 3 clusters Score -1.737882e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -17378790.000000 Penalty: 3899.542725
	Iteration 31Q: 3 clusters Score -1.737879e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -17378792.000000 Penalty: 3899.542725
	Iteration 32Q: 3 clusters Score -1.737879e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17378764.000000 Penalty: 3899.542725
	Iteration 33Q: 3 clusters Score -1.737876e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17378746.000000 Penalty: 3899.542725
	Iteration 34Q: 3 clusters Score -1.737875e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160250 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17378756.000000 Penalty: 3899.542725
	Iteration 35Q: 3 clusters Score -1.737876e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160350 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -17378758.000000 Penalty: 3899.542725
	Iteration 36Q: 3 clusters Score -1.737876e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -17378758.000000 Penalty: 3899.542725
	Iteration 37Q: 3 clusters Score -1.737876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17378768.000000 Penalty: 3899.542725
	Iteration 38Q: 3 clusters Score -1.737877e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17378738.000000 Penalty: 3899.542725
	Iteration 39Q: 3 clusters Score -1.737874e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17378746.000000 Penalty: 3899.542725
	Iteration 40F: 3 clusters Score -1.737875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -17378756.000000 Penalty: 3899.542725
	Iteration 41Q: 3 clusters Score -1.737876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17378750.000000 Penalty: 3899.542725
	Iteration 42Q: 3 clusters Score -1.737875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -17378738.000000 Penalty: 3899.542725
	Iteration 43Q: 3 clusters Score -1.737874e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17378726.000000 Penalty: 3899.542725
	Iteration 44Q: 3 clusters Score -1.737873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17378724.000000 Penalty: 3899.542725
	Iteration 45Q: 3 clusters Score -1.737872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -17378730.000000 Penalty: 3899.542725
	Iteration 46Q: 3 clusters Score -1.737873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17378702.000000 Penalty: 3899.542725
	Iteration 47Q: 3 clusters Score -1.73787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17378712.000000 Penalty: 3899.542725
	Iteration 48Q: 3 clusters Score -1.737871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -17378700.000000 Penalty: 3899.542725
	Iteration 49Q: 3 clusters Score -1.73787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17378674.000000 Penalty: 3899.542725
	Iteration 50Q: 3 clusters Score -1.737867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -17378672.000000 Penalty: 3899.542725
	Iteration 51Q: 3 clusters Score -1.737867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17378666.000000 Penalty: 3899.542725
	Iteration 52Q: 3 clusters Score -1.737867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -17378666.000000 Penalty: 3899.542725
	Iteration 53Q: 3 clusters Score -1.737867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17378678.000000 Penalty: 3899.542725
	Iteration 54Q: 3 clusters Score -1.737868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161143 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17378666.000000 Penalty: 3899.542725
	Iteration 55Q: 3 clusters Score -1.737867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161171 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17378652.000000 Penalty: 3899.542725
	Iteration 56Q: 3 clusters Score -1.737865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17378656.000000 Penalty: 3899.542725
	Iteration 57Q: 3 clusters Score -1.737866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17378650.000000 Penalty: 3899.542725
	Iteration 58Q: 3 clusters Score -1.737865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161221 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17378642.000000 Penalty: 3899.542725
	Iteration 59Q: 3 clusters Score -1.737864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 60F: 3 clusters Score -1.737864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17378646.000000 Penalty: 3899.542725
	Iteration 61Q: 3 clusters Score -1.737865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -17378644.000000 Penalty: 3899.542725
	Iteration 62Q: 3 clusters Score -1.737864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 63Q: 3 clusters Score -1.737864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161264 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 64Q: 3 clusters Score -1.737864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 65Q: 3 clusters Score -1.737864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17378632.000000 Penalty: 3899.542725
	Iteration 66Q: 3 clusters Score -1.737863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 67Q: 3 clusters Score -1.737864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -17378636.000000 Penalty: 3899.542725
	Iteration 68Q: 3 clusters Score -1.737864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -17378630.000000 Penalty: 3899.542725
	Iteration 69Q: 3 clusters Score -1.737863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -17378620.000000 Penalty: 3899.542725
	Iteration 70Q: 3 clusters Score -1.737862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17378618.000000 Penalty: 3899.542725
	Iteration 71Q: 3 clusters Score -1.737862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 72Q: 3 clusters Score -1.737864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17378642.000000 Penalty: 3899.542725
	Iteration 73Q: 3 clusters Score -1.737864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -17378638.000000 Penalty: 3899.542725
	Iteration 74Q: 3 clusters Score -1.737864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17378634.000000 Penalty: 3899.542725
	Iteration 75Q: 3 clusters Score -1.737863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161303 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17378632.000000 Penalty: 3899.542725
	Iteration 76Q: 3 clusters Score -1.737863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161303 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17378632.000000 Penalty: 3899.542725
	Iteration 77F: 3 clusters Score -1.737863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66456 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165439 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268000 members 
Mstep: Class 19 contains 162526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480288.000000 Penalty: 37579.566406
Iteration 239Q: 18 clusters Score -8.448029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12982 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66455 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165421 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268031 members 
Mstep: Class 19 contains 162514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480288.000000 Penalty: 37579.566406
Iteration 240F: 18 clusters Score -8.448029e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55465 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66454 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165392 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268075 members 
Mstep: Class 19 contains 162499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480296.000000 Penalty: 37579.566406
Iteration 241Q: 18 clusters Score -8.44803e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 55466 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66455 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165360 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268112 members 
Mstep: Class 19 contains 162493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480328.000000 Penalty: 37579.566406
Iteration 242Q: 18 clusters Score -8.448033e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 55468 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66454 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165334 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268141 members 
Mstep: Class 19 contains 162490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480416.000000 Penalty: 37579.566406
Iteration 243Q: 18 clusters Score -8.448042e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 55466 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66455 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165292 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268180 members 
Mstep: Class 19 contains 162491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480456.000000 Penalty: 37579.566406
Iteration 244Q: 18 clusters Score -8.448046e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 55461 members 
Mstep: Class 7 contains 13565 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66453 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165285 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268211 members 
Mstep: Class 19 contains 162476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480448.000000 Penalty: 37579.566406
Iteration 245Q: 18 clusters Score -8.448045e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 55461 members 
Mstep: Class 7 contains 13566 members 
Mstep: Class 8 contains 12979 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66449 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165268 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268231 members 
Mstep: Class 19 contains 162479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480512.000000 Penalty: 37579.566406
Iteration 246Q: 18 clusters Score -8.448051e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 55458 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66448 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165266 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268236 members 
Mstep: Class 19 contains 162480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480512.000000 Penalty: 37579.566406
Iteration 247Q: 18 clusters Score -8.448051e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 55460 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66443 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165256 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268246 members 
Mstep: Class 19 contains 162482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480560.000000 Penalty: 37579.566406
Iteration 248Q: 18 clusters Score -8.448056e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 55456 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66437 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165253 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268251 members 
Mstep: Class 19 contains 162489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 37579.566406
Iteration 249Q: 18 clusters Score -8.448053e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 55455 members 
Mstep: Class 7 contains 13569 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66430 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165243 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268267 members 
Mstep: Class 19 contains 162486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480496.000000 Penalty: 37579.566406
Iteration 250Q: 18 clusters Score -8.44805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 55458 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66420 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165232 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268289 members 
Mstep: Class 19 contains 162479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480552.000000 Penalty: 37579.566406
Iteration 251Q: 18 clusters Score -8.448055e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 55456 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66414 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165226 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268309 members 
Mstep: Class 19 contains 162470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480576.000000 Penalty: 37579.566406
Iteration 252Q: 18 clusters Score -8.448058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 55453 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66409 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165222 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268329 members 
Mstep: Class 19 contains 162459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480544.000000 Penalty: 37579.566406
Iteration 253Q: 18 clusters Score -8.448054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 55454 members 
Mstep: Class 7 contains 13573 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66404 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165209 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268349 members 
Mstep: Class 19 contains 162454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480560.000000 Penalty: 37579.566406
Iteration 254Q: 18 clusters Score -8.448056e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 55455 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66402 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165204 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268357 members 
Mstep: Class 19 contains 162453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 37579.566406
Iteration 255Q: 18 clusters Score -8.448062e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 55456 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4822 members 
Mstep: Class 13 contains 66403 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165199 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268365 members 
Mstep: Class 19 contains 162443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480600.000000 Penalty: 37579.566406
Iteration 256Q: 18 clusters Score -8.44806e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 55457 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4821 members 
Mstep: Class 13 contains 66402 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165198 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268373 members 
Mstep: Class 19 contains 162433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480616.000000 Penalty: 37579.566406
Iteration 257Q: 18 clusters Score -8.448062e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26456 members 
Mstep: Class 6 contains 55458 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 66404 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165192 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268384 members 
Mstep: Class 19 contains 162420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480632.000000 Penalty: 37579.566406
Iteration 258Q: 18 clusters Score -8.448063e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26459 members 
Mstep: Class 6 contains 55461 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 66407 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165190 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268388 members 
Mstep: Class 19 contains 162409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480616.000000 Penalty: 37579.566406
Iteration 259Q: 18 clusters Score -8.448062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 55460 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 66407 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165187 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268401 members 
Mstep: Class 19 contains 162397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 37579.566406
Iteration 260F: 18 clusters Score -8.448066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 55458 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 66404 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165183 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268418 members 
Mstep: Class 19 contains 162388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 37579.566406
Iteration 261Q: 18 clusters Score -8.448066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 55463 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 66403 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165172 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268422 members 
Mstep: Class 19 contains 162392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 37579.566406
Iteration 262Q: 18 clusters Score -8.44807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12974 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 66403 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165166 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268421 members 
Mstep: Class 19 contains 162398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 37579.566406
Iteration 263Q: 18 clusters Score -8.448065e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4815 members 
Mstep: Class 13 contains 66402 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165161 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268419 members 
Mstep: Class 19 contains 162403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 37579.566406
Iteration 264Q: 18 clusters Score -8.448069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11713 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12975 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66399 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165154 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 268428 members 
Mstep: Class 19 contains 162405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 37579.566406
Iteration 265Q: 18 clusters Score -8.448072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 55461 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66397 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165143 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268443 members 
Mstep: Class 19 contains 162408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480608.000000 Penalty: 37579.566406
Iteration 266Q: 18 clusters Score -8.448061e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 55460 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12976 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66394 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165138 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268450 members 
Mstep: Class 19 contains 162409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480584.000000 Penalty: 37579.566406
Iteration 267Q: 18 clusters Score -8.448058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11711 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 55458 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66393 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165132 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268465 members 
Mstep: Class 19 contains 162400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480672.000000 Penalty: 37579.566406
Iteration 268Q: 18 clusters Score -8.448067e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55455 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66396 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165127 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268473 members 
Mstep: Class 19 contains 162397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 37579.566406
Iteration 269Q: 18 clusters Score -8.448072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11709 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 55454 members 
Mstep: Class 7 contains 13576 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66394 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165123 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268485 members 
Mstep: Class 19 contains 162391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 37579.566406
Iteration 270Q: 18 clusters Score -8.44807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11711 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26471 members 
Mstep: Class 6 contains 55449 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66394 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165124 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268490 members 
Mstep: Class 19 contains 162386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 37579.566406
Iteration 271Q: 18 clusters Score -8.448072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55448 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66388 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165123 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268497 members 
Mstep: Class 19 contains 162383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 37579.566406
Iteration 272Q: 18 clusters Score -8.448066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66388 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165117 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268501 members 
Mstep: Class 19 contains 162384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 37579.566406
Iteration 273Q: 18 clusters Score -8.448069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66388 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165110 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268508 members 
Mstep: Class 19 contains 162383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 37579.566406
Iteration 274Q: 18 clusters Score -8.448066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11716 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55448 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66391 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165111 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268503 members 
Mstep: Class 19 contains 162382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 37579.566406
Iteration 275Q: 18 clusters Score -8.448068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66389 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165113 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268502 members 
Mstep: Class 19 contains 162380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 37579.566406
Iteration 276Q: 18 clusters Score -8.448066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66389 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165115 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268497 members 
Mstep: Class 19 contains 162380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 37579.566406
Iteration 277Q: 18 clusters Score -8.448068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165114 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268495 members 
Mstep: Class 19 contains 162380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 37579.566406
Iteration 278Q: 18 clusters Score -8.448068e+07 nChanged 6
Entering ConstructFrom: 
Score: -84480680.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Entering Unmasked Estep 
Score: -1108220.750000 Penalty: 1506.516602
	Iteration 0F: 2 clusters Score -1108221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1100599.875000 Penalty: 3013.033203
	Iteration 0F: 3 clusters Score -1100600 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1103081.250000 Penalty: 3013.033203
	Iteration 1F: 3 clusters Score -1103081 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1103418.500000 Penalty: 3013.033203
	Iteration 2F: 3 clusters Score -1103418 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1103691.750000 Penalty: 3013.033203
	Iteration 3F: 3 clusters Score -1103692 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1103936.625000 Penalty: 3013.033203
	Iteration 4Q: 3 clusters Score -1103937 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1104168.750000 Penalty: 3013.033203
	Iteration 5Q: 3 clusters Score -1104169 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1104396.250000 Penalty: 3013.033203
	Iteration 6Q: 3 clusters Score -1104396 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1104655.875000 Penalty: 3013.033203
	Iteration 7Q: 3 clusters Score -1104656 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1104923.250000 Penalty: 3013.033203
	Iteration 8Q: 3 clusters Score -1104923 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1105210.000000 Penalty: 3013.033203
	Iteration 9Q: 3 clusters Score -1105210 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1105522.625000 Penalty: 3013.033203
	Iteration 10Q: 3 clusters Score -1105523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1105808.625000 Penalty: 3013.033203
	Iteration 11Q: 3 clusters Score -1105809 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1106035.125000 Penalty: 3013.033203
	Iteration 12Q: 3 clusters Score -1106035 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1106239.375000 Penalty: 3013.033203
	Iteration 13Q: 3 clusters Score -1106239 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1106435.250000 Penalty: 3013.033203
	Iteration 14Q: 3 clusters Score -1106435 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1106586.750000 Penalty: 3013.033203
	Iteration 15Q: 3 clusters Score -1106587 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1106687.375000 Penalty: 3013.033203
	Iteration 16Q: 3 clusters Score -1106687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1106758.000000 Penalty: 3013.033203
	Iteration 17Q: 3 clusters Score -1106758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1106812.625000 Penalty: 3013.033203
	Iteration 18Q: 3 clusters Score -1106813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1106853.750000 Penalty: 3013.033203
	Iteration 19Q: 3 clusters Score -1106854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1106882.250000 Penalty: 3013.033203
	Iteration 20F: 3 clusters Score -1106882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1106900.375000 Penalty: 3013.033203
	Iteration 21Q: 3 clusters Score -1106900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1106913.625000 Penalty: 3013.033203
	Iteration 22Q: 3 clusters Score -1106914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1106925.875000 Penalty: 3013.033203
	Iteration 23Q: 3 clusters Score -1106926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1106931.000000 Penalty: 3013.033203
	Iteration 24Q: 3 clusters Score -1106931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1106938.250000 Penalty: 3013.033203
	Iteration 25Q: 3 clusters Score -1106938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1106948.000000 Penalty: 3013.033203
	Iteration 26Q: 3 clusters Score -1106948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1106960.250000 Penalty: 3013.033203
	Iteration 27Q: 3 clusters Score -1106960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1106967.500000 Penalty: 3013.033203
	Iteration 28Q: 3 clusters Score -1106968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1106968.875000 Penalty: 3013.033203
	Iteration 29Q: 3 clusters Score -1106969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1106968.875000 Penalty: 3013.033203
	Iteration 30F: 3 clusters Score -1106969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9655.422852 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9655.423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9086.998047 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9086.998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9115.630859 Penalty: 1512.537109
	Iteration 1F: 3 clusters Score -9115.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9120.987305 Penalty: 1512.537109
	Iteration 2Q: 3 clusters Score -9120.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9120.987305 Penalty: 1512.537109
	Iteration 3F: 3 clusters Score -9120.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Entering Unmasked Estep 
Score: -1278722.250000 Penalty: 1522.512573
	Iteration 0F: 2 clusters Score -1278722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1270481.875000 Penalty: 3045.025146
	Iteration 0F: 3 clusters Score -1270482 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1273384.375000 Penalty: 3045.025146
	Iteration 1F: 3 clusters Score -1273384 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1273795.125000 Penalty: 3045.025146
	Iteration 2F: 3 clusters Score -1273795 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1274199.875000 Penalty: 3045.025146
	Iteration 3F: 3 clusters Score -1274200 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1274723.375000 Penalty: 3045.025146
	Iteration 4F: 3 clusters Score -1274723 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1275314.625000 Penalty: 3045.025146
	Iteration 5F: 3 clusters Score -1275315 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1275918.375000 Penalty: 3045.025146
	Iteration 6F: 3 clusters Score -1275918 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1276440.000000 Penalty: 3045.025146
	Iteration 7F: 3 clusters Score -1276440 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1276821.625000 Penalty: 3045.025146
	Iteration 8Q: 3 clusters Score -1276822 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1277045.000000 Penalty: 3045.025146
	Iteration 9Q: 3 clusters Score -1277045 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1277201.375000 Penalty: 3045.025146
	Iteration 10Q: 3 clusters Score -1277201 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1277303.750000 Penalty: 3045.025146
	Iteration 11Q: 3 clusters Score -1277304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1277380.250000 Penalty: 3045.025146
	Iteration 12Q: 3 clusters Score -1277380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1277441.500000 Penalty: 3045.025146
	Iteration 13Q: 3 clusters Score -1277442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1277498.500000 Penalty: 3045.025146
	Iteration 14Q: 3 clusters Score -1277498 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1277559.125000 Penalty: 3045.025146
	Iteration 15Q: 3 clusters Score -1277559 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1277623.750000 Penalty: 3045.025146
	Iteration 16Q: 3 clusters Score -1277624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1277678.000000 Penalty: 3045.025146
	Iteration 17Q: 3 clusters Score -1277678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1277734.500000 Penalty: 3045.025146
	Iteration 18Q: 3 clusters Score -1277734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1277766.500000 Penalty: 3045.025146
	Iteration 19Q: 3 clusters Score -1277766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1277793.375000 Penalty: 3045.025146
	Iteration 20F: 3 clusters Score -1277793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1277815.250000 Penalty: 3045.025146
	Iteration 21Q: 3 clusters Score -1277815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1277837.750000 Penalty: 3045.025146
	Iteration 22Q: 3 clusters Score -1277838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1277850.000000 Penalty: 3045.025146
	Iteration 23Q: 3 clusters Score -1277850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1277864.375000 Penalty: 3045.025146
	Iteration 24Q: 3 clusters Score -1277864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1277873.625000 Penalty: 3045.025146
	Iteration 25Q: 3 clusters Score -1277874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1277880.750000 Penalty: 3045.025146
	Iteration 26Q: 3 clusters Score -1277881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1277887.875000 Penalty: 3045.025146
	Iteration 27Q: 3 clusters Score -1277888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1277895.125000 Penalty: 3045.025146
	Iteration 28Q: 3 clusters Score -1277895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1277906.125000 Penalty: 3045.025146
	Iteration 29Q: 3 clusters Score -1277906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1277913.250000 Penalty: 3045.025146
	Iteration 30Q: 3 clusters Score -1277913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1277918.000000 Penalty: 3045.025146
	Iteration 31Q: 3 clusters Score -1277918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1277920.750000 Penalty: 3045.025146
	Iteration 32Q: 3 clusters Score -1277921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1277924.500000 Penalty: 3045.025146
	Iteration 33Q: 3 clusters Score -1277924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1277927.500000 Penalty: 3045.025146
	Iteration 34Q: 3 clusters Score -1277928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1277934.500000 Penalty: 3045.025146
	Iteration 35Q: 3 clusters Score -1277934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1277935.875000 Penalty: 3045.025146
	Iteration 36Q: 3 clusters Score -1277936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1277939.875000 Penalty: 3045.025146
	Iteration 37Q: 3 clusters Score -1277940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1277941.625000 Penalty: 3045.025146
	Iteration 38Q: 3 clusters Score -1277942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1277942.750000 Penalty: 3045.025146
	Iteration 39Q: 3 clusters Score -1277943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1277943.500000 Penalty: 3045.025146
	Iteration 40F: 3 clusters Score -1277944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1277944.375000 Penalty: 3045.025146
	Iteration 41Q: 3 clusters Score -1277944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1277945.250000 Penalty: 3045.025146
	Iteration 42Q: 3 clusters Score -1277945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1277944.625000 Penalty: 3045.025146
	Iteration 43Q: 3 clusters Score -1277945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1277947.250000 Penalty: 3045.025146
	Iteration 44Q: 3 clusters Score -1277947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1277947.000000 Penalty: 3045.025146
	Iteration 45Q: 3 clusters Score -1277947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1277947.875000 Penalty: 3045.025146
	Iteration 46Q: 3 clusters Score -1277948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1277947.000000 Penalty: 3045.025146
	Iteration 47Q: 3 clusters Score -1277947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1277951.625000 Penalty: 3045.025146
	Iteration 48Q: 3 clusters Score -1277952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1277955.750000 Penalty: 3045.025146
	Iteration 49Q: 3 clusters Score -1277956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1277960.125000 Penalty: 3045.025146
	Iteration 50Q: 3 clusters Score -1277960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1277963.875000 Penalty: 3045.025146
	Iteration 51Q: 3 clusters Score -1277964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1277964.125000 Penalty: 3045.025146
	Iteration 52Q: 3 clusters Score -1277964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1277964.625000 Penalty: 3045.025146
	Iteration 53Q: 3 clusters Score -1277965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1277965.875000 Penalty: 3045.025146
	Iteration 54Q: 3 clusters Score -1277966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1277965.750000 Penalty: 3045.025146
	Iteration 55Q: 3 clusters Score -1277966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1277965.750000 Penalty: 3045.025146
	Iteration 56F: 3 clusters Score -1277966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -11016.119141 Penalty: 790.974365
	Iteration 0F: 2 clusters Score -11016.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10491.962891 Penalty: 1581.948730
	Iteration 0F: 3 clusters Score -10491.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10516.215820 Penalty: 1581.948730
	Iteration 1F: 3 clusters Score -10516.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10526.400391 Penalty: 1581.948730
	Iteration 2Q: 3 clusters Score -10526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10528.101562 Penalty: 1581.948730
	Iteration 3Q: 3 clusters Score -10528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10530.942383 Penalty: 1581.948730
	Iteration 4Q: 3 clusters Score -10530.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10537.752930 Penalty: 1581.948730
	Iteration 5Q: 3 clusters Score -10537.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10547.997070 Penalty: 1581.948730
	Iteration 6Q: 3 clusters Score -10548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10555.523438 Penalty: 1581.948730
	Iteration 7Q: 3 clusters Score -10555.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10561.265625 Penalty: 1581.948730
	Iteration 8Q: 3 clusters Score -10561.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10563.786133 Penalty: 1581.948730
	Iteration 9Q: 3 clusters Score -10563.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10563.786133 Penalty: 1581.948730
	Iteration 10F: 3 clusters Score -10563.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Entering Unmasked Estep 
Score: -2763351.000000 Penalty: 1654.899048
	Iteration 0F: 2 clusters Score -2763351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2745596.500000 Penalty: 3309.798096
	Iteration 0F: 3 clusters Score -2745596 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2752581.500000 Penalty: 3309.798096
	Iteration 1F: 3 clusters Score -2752582 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2753246.000000 Penalty: 3309.798096
	Iteration 2F: 3 clusters Score -2753246 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2754047.750000 Penalty: 3309.798096
	Iteration 3F: 3 clusters Score -2754048 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2755086.250000 Penalty: 3309.798096
	Iteration 4F: 3 clusters Score -2755086 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2756172.250000 Penalty: 3309.798096
	Iteration 5F: 3 clusters Score -2756172 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2757230.750000 Penalty: 3309.798096
	Iteration 6F: 3 clusters Score -2757231 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2758108.000000 Penalty: 3309.798096
	Iteration 7Q: 3 clusters Score -2758108 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2758816.750000 Penalty: 3309.798096
	Iteration 8Q: 3 clusters Score -2758817 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2759287.000000 Penalty: 3309.798096
	Iteration 9Q: 3 clusters Score -2759287 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2759565.000000 Penalty: 3309.798096
	Iteration 10Q: 3 clusters Score -2759565 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2759746.000000 Penalty: 3309.798096
	Iteration 11Q: 3 clusters Score -2759746 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2759903.750000 Penalty: 3309.798096
	Iteration 12Q: 3 clusters Score -2759904 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2760011.000000 Penalty: 3309.798096
	Iteration 13Q: 3 clusters Score -2760011 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2760134.250000 Penalty: 3309.798096
	Iteration 14Q: 3 clusters Score -2760134 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2760243.250000 Penalty: 3309.798096
	Iteration 15Q: 3 clusters Score -2760243 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2760358.750000 Penalty: 3309.798096
	Iteration 16Q: 3 clusters Score -2760359 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2760453.000000 Penalty: 3309.798096
	Iteration 17Q: 3 clusters Score -2760453 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2760584.000000 Penalty: 3309.798096
	Iteration 18Q: 3 clusters Score -2760584 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2760728.000000 Penalty: 3309.798096
	Iteration 19Q: 3 clusters Score -2760728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2760864.500000 Penalty: 3309.798096
	Iteration 20F: 3 clusters Score -2760864 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2760985.250000 Penalty: 3309.798096
	Iteration 21Q: 3 clusters Score -2760985 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2761084.750000 Penalty: 3309.798096
	Iteration 22Q: 3 clusters Score -2761085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2761168.500000 Penalty: 3309.798096
	Iteration 23Q: 3 clusters Score -2761168 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2761229.250000 Penalty: 3309.798096
	Iteration 24Q: 3 clusters Score -2761229 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2761306.750000 Penalty: 3309.798096
	Iteration 25Q: 3 clusters Score -2761307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2761368.750000 Penalty: 3309.798096
	Iteration 26Q: 3 clusters Score -2761369 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2761419.750000 Penalty: 3309.798096
	Iteration 27Q: 3 clusters Score -2761420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2761465.500000 Penalty: 3309.798096
	Iteration 28Q: 3 clusters Score -2761466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2761517.250000 Penalty: 3309.798096
	Iteration 29Q: 3 clusters Score -2761517 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2761561.000000 Penalty: 3309.798096
	Iteration 30Q: 3 clusters Score -2761561 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2761608.000000 Penalty: 3309.798096
	Iteration 31Q: 3 clusters Score -2761608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2761646.750000 Penalty: 3309.798096
	Iteration 32Q: 3 clusters Score -2761647 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2761688.500000 Penalty: 3309.798096
	Iteration 33Q: 3 clusters Score -2761688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2761713.750000 Penalty: 3309.798096
	Iteration 34Q: 3 clusters Score -2761714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2761757.000000 Penalty: 3309.798096
	Iteration 35Q: 3 clusters Score -2761757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2761777.500000 Penalty: 3309.798096
	Iteration 36Q: 3 clusters Score -2761778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2761799.250000 Penalty: 3309.798096
	Iteration 37Q: 3 clusters Score -2761799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2761831.500000 Penalty: 3309.798096
	Iteration 38Q: 3 clusters Score -2761832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2761853.750000 Penalty: 3309.798096
	Iteration 39Q: 3 clusters Score -2761854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2761873.500000 Penalty: 3309.798096
	Iteration 40F: 3 clusters Score -2761874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2761887.250000 Penalty: 3309.798096
	Iteration 41Q: 3 clusters Score -2761887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2761896.750000 Penalty: 3309.798096
	Iteration 42Q: 3 clusters Score -2761897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2761912.250000 Penalty: 3309.798096
	Iteration 43Q: 3 clusters Score -2761912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2761934.000000 Penalty: 3309.798096
	Iteration 44Q: 3 clusters Score -2761934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2761951.750000 Penalty: 3309.798096
	Iteration 45Q: 3 clusters Score -2761952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2761967.500000 Penalty: 3309.798096
	Iteration 46Q: 3 clusters Score -2761968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2761983.500000 Penalty: 3309.798096
	Iteration 47Q: 3 clusters Score -2761984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2761982.750000 Penalty: 3309.798096
	Iteration 48Q: 3 clusters Score -2761983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2761992.750000 Penalty: 3309.798096
	Iteration 49Q: 3 clusters Score -2761993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2761997.250000 Penalty: 3309.798096
	Iteration 50Q: 3 clusters Score -2761997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2761995.500000 Penalty: 3309.798096
	Iteration 51Q: 3 clusters Score -2761996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2761997.250000 Penalty: 3309.798096
	Iteration 52Q: 3 clusters Score -2761997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2762006.250000 Penalty: 3309.798096
	Iteration 53Q: 3 clusters Score -2762006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2762014.250000 Penalty: 3309.798096
	Iteration 54Q: 3 clusters Score -2762014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2762016.500000 Penalty: 3309.798096
	Iteration 55Q: 3 clusters Score -2762016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2762020.750000 Penalty: 3309.798096
	Iteration 56Q: 3 clusters Score -2762021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2762030.750000 Penalty: 3309.798096
	Iteration 57Q: 3 clusters Score -2762031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2762032.000000 Penalty: 3309.798096
	Iteration 58Q: 3 clusters Score -2762032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2762041.250000 Penalty: 3309.798096
	Iteration 59Q: 3 clusters Score -2762041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2762040.250000 Penalty: 3309.798096
	Iteration 60F: 3 clusters Score -2762040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2762046.750000 Penalty: 3309.798096
	Iteration 61Q: 3 clusters Score -2762047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2762046.500000 Penalty: 3309.798096
	Iteration 62Q: 3 clusters Score -2762046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2762046.500000 Penalty: 3309.798096
	Iteration 63Q: 3 clusters Score -2762046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2762048.000000 Penalty: 3309.798096
	Iteration 64Q: 3 clusters Score -2762048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2762049.250000 Penalty: 3309.798096
	Iteration 65Q: 3 clusters Score -2762049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2762049.750000 Penalty: 3309.798096
	Iteration 66Q: 3 clusters Score -2762050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2762050.000000 Penalty: 3309.798096
	Iteration 67Q: 3 clusters Score -2762050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2762049.750000 Penalty: 3309.798096
	Iteration 68Q: 3 clusters Score -2762050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2762045.750000 Penalty: 3309.798096
	Iteration 69Q: 3 clusters Score -2762046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2762046.500000 Penalty: 3309.798096
	Iteration 70Q: 3 clusters Score -2762046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2762046.500000 Penalty: 3309.798096
	Iteration 71F: 3 clusters Score -2762046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Entering Unmasked Estep 
Score: -5783692.000000 Penalty: 1775.017212
	Iteration 0F: 2 clusters Score -5783692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5746527.000000 Penalty: 3550.034424
	Iteration 0F: 3 clusters Score -5746527 nChanged 26176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5761362.500000 Penalty: 3550.034424
	Iteration 1F: 3 clusters Score -5761362 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5762051.000000 Penalty: 3550.034424
	Iteration 2Q: 3 clusters Score -5762051 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -5762941.000000 Penalty: 3550.034424
	Iteration 3Q: 3 clusters Score -5762941 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -5764227.500000 Penalty: 3550.034424
	Iteration 4Q: 3 clusters Score -5764228 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5765957.000000 Penalty: 3550.034424
	Iteration 5F: 3 clusters Score -5765957 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -5768117.500000 Penalty: 3550.034424
	Iteration 6F: 3 clusters Score -5768118 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5770318.000000 Penalty: 3550.034424
	Iteration 7F: 3 clusters Score -5770318 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5771842.000000 Penalty: 3550.034424
	Iteration 8F: 3 clusters Score -5771842 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -5772814.000000 Penalty: 3550.034424
	Iteration 9Q: 3 clusters Score -5772814 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -5773220.500000 Penalty: 3550.034424
	Iteration 10Q: 3 clusters Score -5773220 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -5773423.500000 Penalty: 3550.034424
	Iteration 11Q: 3 clusters Score -5773424 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5773549.500000 Penalty: 3550.034424
	Iteration 12Q: 3 clusters Score -5773550 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5773675.500000 Penalty: 3550.034424
	Iteration 13Q: 3 clusters Score -5773676 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5773781.000000 Penalty: 3550.034424
	Iteration 14Q: 3 clusters Score -5773781 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -5773952.000000 Penalty: 3550.034424
	Iteration 15Q: 3 clusters Score -5773952 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5774230.500000 Penalty: 3550.034424
	Iteration 16Q: 3 clusters Score -5774230 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5774712.000000 Penalty: 3550.034424
	Iteration 17Q: 3 clusters Score -5774712 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5775803.500000 Penalty: 3550.034424
	Iteration 18Q: 3 clusters Score -5775804 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5777618.000000 Penalty: 3550.034424
	Iteration 19Q: 3 clusters Score -5777618 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5778945.000000 Penalty: 3550.034424
	Iteration 20F: 3 clusters Score -5778945 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -5779670.500000 Penalty: 3550.034424
	Iteration 21Q: 3 clusters Score -5779670 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5780138.000000 Penalty: 3550.034424
	Iteration 22Q: 3 clusters Score -5780138 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5780492.000000 Penalty: 3550.034424
	Iteration 23Q: 3 clusters Score -5780492 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5780757.500000 Penalty: 3550.034424
	Iteration 24Q: 3 clusters Score -5780758 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -5781019.000000 Penalty: 3550.034424
	Iteration 25Q: 3 clusters Score -5781019 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -5781170.500000 Penalty: 3550.034424
	Iteration 26Q: 3 clusters Score -5781170 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -5781312.500000 Penalty: 3550.034424
	Iteration 27Q: 3 clusters Score -5781312 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5781406.500000 Penalty: 3550.034424
	Iteration 28Q: 3 clusters Score -5781406 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -5781493.500000 Penalty: 3550.034424
	Iteration 29Q: 3 clusters Score -5781494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -5781570.500000 Penalty: 3550.034424
	Iteration 30Q: 3 clusters Score -5781570 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -5781605.000000 Penalty: 3550.034424
	Iteration 31Q: 3 clusters Score -5781605 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -5781640.500000 Penalty: 3550.034424
	Iteration 32Q: 3 clusters Score -5781640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -5781700.500000 Penalty: 3550.034424
	Iteration 33Q: 3 clusters Score -5781700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -5781764.000000 Penalty: 3550.034424
	Iteration 34Q: 3 clusters Score -5781764 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5781807.500000 Penalty: 3550.034424
	Iteration 35Q: 3 clusters Score -5781808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -5781834.000000 Penalty: 3550.034424
	Iteration 36Q: 3 clusters Score -5781834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -5781846.000000 Penalty: 3550.034424
	Iteration 37Q: 3 clusters Score -5781846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -5781850.500000 Penalty: 3550.034424
	Iteration 38Q: 3 clusters Score -5781850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -5781874.500000 Penalty: 3550.034424
	Iteration 39Q: 3 clusters Score -5781874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5781896.500000 Penalty: 3550.034424
	Iteration 40F: 3 clusters Score -5781896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -5781907.000000 Penalty: 3550.034424
	Iteration 41Q: 3 clusters Score -5781907 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -5781918.000000 Penalty: 3550.034424
	Iteration 42Q: 3 clusters Score -5781918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -5781925.500000 Penalty: 3550.034424
	Iteration 43Q: 3 clusters Score -5781926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5781946.500000 Penalty: 3550.034424
	Iteration 44Q: 3 clusters Score -5781946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -5781957.500000 Penalty: 3550.034424
	Iteration 45Q: 3 clusters Score -5781958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -5781949.500000 Penalty: 3550.034424
	Iteration 46Q: 3 clusters Score -5781950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -5781946.500000 Penalty: 3550.034424
	Iteration 47Q: 3 clusters Score -5781946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -5781952.500000 Penalty: 3550.034424
	Iteration 48Q: 3 clusters Score -5781952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -5781945.500000 Penalty: 3550.034424
	Iteration 49Q: 3 clusters Score -5781946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -5781947.500000 Penalty: 3550.034424
	Iteration 50Q: 3 clusters Score -5781948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -5781956.500000 Penalty: 3550.034424
	Iteration 51Q: 3 clusters Score -5781956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -5781955.500000 Penalty: 3550.034424
	Iteration 52Q: 3 clusters Score -5781956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -5781962.000000 Penalty: 3550.034424
	Iteration 53Q: 3 clusters Score -5781962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -5781970.500000 Penalty: 3550.034424
	Iteration 54Q: 3 clusters Score -5781970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -5781967.500000 Penalty: 3550.034424
	Iteration 55Q: 3 clusters Score -5781968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -5781974.000000 Penalty: 3550.034424
	Iteration 56Q: 3 clusters Score -5781974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -5781969.000000 Penalty: 3550.034424
	Iteration 57Q: 3 clusters Score -5781969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -5781972.000000 Penalty: 3550.034424
	Iteration 58Q: 3 clusters Score -5781972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -5781965.500000 Penalty: 3550.034424
	Iteration 59Q: 3 clusters Score -5781966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -5781968.500000 Penalty: 3550.034424
	Iteration 60F: 3 clusters Score -5781968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -5781966.000000 Penalty: 3550.034424
	Iteration 61Q: 3 clusters Score -5781966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -5781976.500000 Penalty: 3550.034424
	Iteration 62Q: 3 clusters Score -5781976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -5781982.500000 Penalty: 3550.034424
	Iteration 63Q: 3 clusters Score -5781982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -5781993.500000 Penalty: 3550.034424
	Iteration 64Q: 3 clusters Score -5781994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5781998.500000 Penalty: 3550.034424
	Iteration 65Q: 3 clusters Score -5781998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -5781988.000000 Penalty: 3550.034424
	Iteration 66Q: 3 clusters Score -5781988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5781994.000000 Penalty: 3550.034424
	Iteration 67Q: 3 clusters Score -5781994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -5782006.500000 Penalty: 3550.034424
	Iteration 68Q: 3 clusters Score -5782006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -5782014.500000 Penalty: 3550.034424
	Iteration 69Q: 3 clusters Score -5782014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -5782017.500000 Penalty: 3550.034424
	Iteration 70Q: 3 clusters Score -5782018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -5782020.500000 Penalty: 3550.034424
	Iteration 71Q: 3 clusters Score -5782020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -5782017.500000 Penalty: 3550.034424
	Iteration 72Q: 3 clusters Score -5782018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -5782032.500000 Penalty: 3550.034424
	Iteration 73Q: 3 clusters Score -5782032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -5782043.500000 Penalty: 3550.034424
	Iteration 74Q: 3 clusters Score -5782044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -5782044.500000 Penalty: 3550.034424
	Iteration 75Q: 3 clusters Score -5782044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -5782049.000000 Penalty: 3550.034424
	Iteration 76Q: 3 clusters Score -5782049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -5782049.000000 Penalty: 3550.034424
	Iteration 77Q: 3 clusters Score -5782049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -5782048.500000 Penalty: 3550.034424
	Iteration 78Q: 3 clusters Score -5782048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -5782044.000000 Penalty: 3550.034424
	Iteration 79Q: 3 clusters Score -5782044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -5782044.000000 Penalty: 3550.034424
	Iteration 80F: 3 clusters Score -5782044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -5782058.500000 Penalty: 3550.034424
	Iteration 81Q: 3 clusters Score -5782058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -5782055.500000 Penalty: 3550.034424
	Iteration 82Q: 3 clusters Score -5782056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -5782052.500000 Penalty: 3550.034424
	Iteration 83Q: 3 clusters Score -5782052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -5782046.500000 Penalty: 3550.034424
	Iteration 84Q: 3 clusters Score -5782046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5782049.500000 Penalty: 3550.034424
	Iteration 85Q: 3 clusters Score -5782050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -5782056.000000 Penalty: 3550.034424
	Iteration 86Q: 3 clusters Score -5782056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -5782053.500000 Penalty: 3550.034424
	Iteration 87Q: 3 clusters Score -5782054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -5782050.000000 Penalty: 3550.034424
	Iteration 88Q: 3 clusters Score -5782050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -5782049.000000 Penalty: 3550.034424
	Iteration 89Q: 3 clusters Score -5782049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -5782042.500000 Penalty: 3550.034424
	Iteration 90Q: 3 clusters Score -5782042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -5782054.500000 Penalty: 3550.034424
	Iteration 91Q: 3 clusters Score -5782054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -5782053.500000 Penalty: 3550.034424
	Iteration 92Q: 3 clusters Score -5782054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5782050.000000 Penalty: 3550.034424
	Iteration 93Q: 3 clusters Score -5782050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -5782045.000000 Penalty: 3550.034424
	Iteration 94Q: 3 clusters Score -5782045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5782048.000000 Penalty: 3550.034424
	Iteration 95Q: 3 clusters Score -5782048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -5782051.500000 Penalty: 3550.034424
	Iteration 96Q: 3 clusters Score -5782052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -5782056.000000 Penalty: 3550.034424
	Iteration 97Q: 3 clusters Score -5782056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -5782051.500000 Penalty: 3550.034424
	Iteration 98Q: 3 clusters Score -5782052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -5782062.500000 Penalty: 3550.034424
	Iteration 99Q: 3 clusters Score -5782062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -5782059.000000 Penalty: 3550.034424
	Iteration 100F: 3 clusters Score -5782059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -5782052.500000 Penalty: 3550.034424
	Iteration 101Q: 3 clusters Score -5782052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -5782051.500000 Penalty: 3550.034424
	Iteration 102Q: 3 clusters Score -5782052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -5782051.500000 Penalty: 3550.034424
	Iteration 103F: 3 clusters Score -5782052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Entering Unmasked Estep 
Score: -1435979.875000 Penalty: 1546.371460
	Iteration 0F: 2 clusters Score -1435980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1426502.375000 Penalty: 3092.742920
	Iteration 0F: 3 clusters Score -1426502 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1429853.625000 Penalty: 3092.742920
	Iteration 1F: 3 clusters Score -1429854 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1430262.000000 Penalty: 3092.742920
	Iteration 2F: 3 clusters Score -1430262 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1430686.250000 Penalty: 3092.742920
	Iteration 3F: 3 clusters Score -1430686 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1431186.000000 Penalty: 3092.742920
	Iteration 4F: 3 clusters Score -1431186 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1431762.375000 Penalty: 3092.742920
	Iteration 5F: 3 clusters Score -1431762 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1432393.500000 Penalty: 3092.742920
	Iteration 6F: 3 clusters Score -1432394 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1432946.250000 Penalty: 3092.742920
	Iteration 7F: 3 clusters Score -1432946 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1433409.375000 Penalty: 3092.742920
	Iteration 8Q: 3 clusters Score -1433409 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1433669.500000 Penalty: 3092.742920
	Iteration 9Q: 3 clusters Score -1433670 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1433799.000000 Penalty: 3092.742920
	Iteration 10Q: 3 clusters Score -1433799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1433867.625000 Penalty: 3092.742920
	Iteration 11Q: 3 clusters Score -1433868 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1433898.125000 Penalty: 3092.742920
	Iteration 12Q: 3 clusters Score -1433898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1433919.625000 Penalty: 3092.742920
	Iteration 13Q: 3 clusters Score -1433920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1433930.875000 Penalty: 3092.742920
	Iteration 14Q: 3 clusters Score -1433931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1433943.125000 Penalty: 3092.742920
	Iteration 15Q: 3 clusters Score -1433943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1433947.125000 Penalty: 3092.742920
	Iteration 16Q: 3 clusters Score -1433947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1433951.000000 Penalty: 3092.742920
	Iteration 17Q: 3 clusters Score -1433951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1433956.625000 Penalty: 3092.742920
	Iteration 18Q: 3 clusters Score -1433957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1433960.125000 Penalty: 3092.742920
	Iteration 19Q: 3 clusters Score -1433960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1433962.250000 Penalty: 3092.742920
	Iteration 20F: 3 clusters Score -1433962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1433962.875000 Penalty: 3092.742920
	Iteration 21Q: 3 clusters Score -1433963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1433964.375000 Penalty: 3092.742920
	Iteration 22Q: 3 clusters Score -1433964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1433962.625000 Penalty: 3092.742920
	Iteration 23Q: 3 clusters Score -1433963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1433965.375000 Penalty: 3092.742920
	Iteration 24Q: 3 clusters Score -1433965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1433968.125000 Penalty: 3092.742920
	Iteration 25Q: 3 clusters Score -1433968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1433966.500000 Penalty: 3092.742920
	Iteration 26Q: 3 clusters Score -1433966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1433966.375000 Penalty: 3092.742920
	Iteration 27Q: 3 clusters Score -1433966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1433970.000000 Penalty: 3092.742920
	Iteration 28Q: 3 clusters Score -1433970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1433969.750000 Penalty: 3092.742920
	Iteration 29Q: 3 clusters Score -1433970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1433972.500000 Penalty: 3092.742920
	Iteration 30Q: 3 clusters Score -1433972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1433972.500000 Penalty: 3092.742920
	Iteration 31F: 3 clusters Score -1433972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Entering Unmasked Estep 
Score: -1363467.250000 Penalty: 1539.026733
	Iteration 0F: 2 clusters Score -1363467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1354449.625000 Penalty: 3078.053467
	Iteration 0F: 3 clusters Score -1354450 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1357654.375000 Penalty: 3078.053467
	Iteration 1F: 3 clusters Score -1357654 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1357962.875000 Penalty: 3078.053467
	Iteration 2F: 3 clusters Score -1357963 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1358313.125000 Penalty: 3078.053467
	Iteration 3F: 3 clusters Score -1358313 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1358771.125000 Penalty: 3078.053467
	Iteration 4F: 3 clusters Score -1358771 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1359317.125000 Penalty: 3078.053467
	Iteration 5F: 3 clusters Score -1359317 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1359926.625000 Penalty: 3078.053467
	Iteration 6F: 3 clusters Score -1359927 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1360546.875000 Penalty: 3078.053467
	Iteration 7F: 3 clusters Score -1360547 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1361096.625000 Penalty: 3078.053467
	Iteration 8F: 3 clusters Score -1361097 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1361591.875000 Penalty: 3078.053467
	Iteration 9Q: 3 clusters Score -1361592 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1361981.125000 Penalty: 3078.053467
	Iteration 10Q: 3 clusters Score -1361981 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1362222.000000 Penalty: 3078.053467
	Iteration 11Q: 3 clusters Score -1362222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1362343.500000 Penalty: 3078.053467
	Iteration 12Q: 3 clusters Score -1362344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1362408.750000 Penalty: 3078.053467
	Iteration 13Q: 3 clusters Score -1362409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1362447.625000 Penalty: 3078.053467
	Iteration 14Q: 3 clusters Score -1362448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1362470.500000 Penalty: 3078.053467
	Iteration 15Q: 3 clusters Score -1362470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1362490.500000 Penalty: 3078.053467
	Iteration 16Q: 3 clusters Score -1362490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1362494.625000 Penalty: 3078.053467
	Iteration 17Q: 3 clusters Score -1362495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1362500.875000 Penalty: 3078.053467
	Iteration 18Q: 3 clusters Score -1362501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1362509.750000 Penalty: 3078.053467
	Iteration 19Q: 3 clusters Score -1362510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1362513.250000 Penalty: 3078.053467
	Iteration 20F: 3 clusters Score -1362513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1362521.500000 Penalty: 3078.053467
	Iteration 21Q: 3 clusters Score -1362522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1362524.625000 Penalty: 3078.053467
	Iteration 22Q: 3 clusters Score -1362525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1362531.125000 Penalty: 3078.053467
	Iteration 23Q: 3 clusters Score -1362531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1362534.625000 Penalty: 3078.053467
	Iteration 24Q: 3 clusters Score -1362535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1362543.375000 Penalty: 3078.053467
	Iteration 25Q: 3 clusters Score -1362543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1362546.250000 Penalty: 3078.053467
	Iteration 26Q: 3 clusters Score -1362546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1362549.875000 Penalty: 3078.053467
	Iteration 27Q: 3 clusters Score -1362550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1362552.125000 Penalty: 3078.053467
	Iteration 28Q: 3 clusters Score -1362552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1362553.625000 Penalty: 3078.053467
	Iteration 29Q: 3 clusters Score -1362554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1362555.875000 Penalty: 3078.053467
	Iteration 30Q: 3 clusters Score -1362556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1362558.625000 Penalty: 3078.053467
	Iteration 31Q: 3 clusters Score -1362559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1362559.125000 Penalty: 3078.053467
	Iteration 32Q: 3 clusters Score -1362559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1362561.500000 Penalty: 3078.053467
	Iteration 33Q: 3 clusters Score -1362562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1362561.750000 Penalty: 3078.053467
	Iteration 34Q: 3 clusters Score -1362562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1362562.250000 Penalty: 3078.053467
	Iteration 35Q: 3 clusters Score -1362562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1362562.250000 Penalty: 3078.053467
	Iteration 36F: 3 clusters Score -1362562 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: -295864.968750 Penalty: 1298.963257
	Iteration 0F: 2 clusters Score -295865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -293159.906250 Penalty: 2597.926514
	Iteration 0F: 3 clusters Score -293159.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -293837.500000 Penalty: 2597.926514
	Iteration 1F: 3 clusters Score -293837.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293986.000000 Penalty: 2597.926514
	Iteration 2F: 3 clusters Score -293986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -294072.906250 Penalty: 2597.926514
	Iteration 3Q: 3 clusters Score -294072.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -294130.250000 Penalty: 2597.926514
	Iteration 4Q: 3 clusters Score -294130.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -294193.125000 Penalty: 2597.926514
	Iteration 5Q: 3 clusters Score -294193.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -294260.031250 Penalty: 2597.926514
	Iteration 6Q: 3 clusters Score -294260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -294326.218750 Penalty: 2597.926514
	Iteration 7Q: 3 clusters Score -294326.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -294388.656250 Penalty: 2597.926514
	Iteration 8Q: 3 clusters Score -294388.7 nChanged 80
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: -294443.437500 Penalty: 2597.926514
	Iteration 9Q: 3 clusters Score -294443.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -294491.406250 Penalty: 2597.926514
	Iteration 10Q: 3 clusters Score -294491.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -294538.500000 Penalty: 2597.926514
	Iteration 11Q: 3 clusters Score -294538.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -294574.406250 Penalty: 2597.926514
	Iteration 12Q: 3 clusters Score -294574.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -294601.125000 Penalty: 2597.926514
	Iteration 13Q: 3 clusters Score -294601.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -294636.750000 Penalty: 2597.926514
	Iteration 14Q: 3 clusters Score -294636.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -294665.468750 Penalty: 2597.926514
	Iteration 15Q: 3 clusters Score -294665.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -294702.062500 Penalty: 2597.926514
	Iteration 16Q: 3 clusters Score -294702.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -294743.000000 Penalty: 2597.926514
	Iteration 17Q: 3 clusters Score -294743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294795.562500 Penalty: 2597.926514
	Iteration 18Q: 3 clusters Score -294795.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -294840.187500 Penalty: 2597.926514
	Iteration 19Q: 3 clusters Score -294840.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -294875.812500 Penalty: 2597.926514
	Iteration 20F: 3 clusters Score -294875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -294911.250000 Penalty: 2597.926514
	Iteration 21Q: 3 clusters Score -294911.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -294934.562500 Penalty: 2597.926514
	Iteration 22Q: 3 clusters Score -294934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -294946.031250 Penalty: 2597.926514
	Iteration 23Q: 3 clusters Score -294946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -294952.843750 Penalty: 2597.926514
	Iteration 24Q: 3 clusters Score -294952.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294958.500000 Penalty: 2597.926514
	Iteration 25Q: 3 clusters Score -294958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -294963.656250 Penalty: 2597.926514
	Iteration 26Q: 3 clusters Score -294963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -294967.031250 Penalty: 2597.926514
	Iteration 27Q: 3 clusters Score -294967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294971.406250 Penalty: 2597.926514
	Iteration 28Q: 3 clusters Score -294971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294977.906250 Penalty: 2597.926514
	Iteration 29Q: 3 clusters Score -294977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294981.687500 Penalty: 2597.926514
	Iteration 30Q: 3 clusters Score -294981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -294983.343750 Penalty: 2597.926514
	Iteration 31Q: 3 clusters Score -294983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294984.281250 Penalty: 2597.926514
	Iteration 32Q: 3 clusters Score -294984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -294985.718750 Penalty: 2597.926514
	Iteration 33Q: 3 clusters Score -294985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -294989.812500 Penalty: 2597.926514
	Iteration 34Q: 3 clusters Score -294989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -294998.312500 Penalty: 2597.926514
	Iteration 35Q: 3 clusters Score -294998.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -295007.250000 Penalty: 2597.926514
	Iteration 36Q: 3 clusters Score -295007.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -295020.281250 Penalty: 2597.926514
	Iteration 37Q: 3 clusters Score -295020.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -295036.062500 Penalty: 2597.926514
	Iteration 38Q: 3 clusters Score -295036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -295049.343750 Penalty: 2597.926514
	Iteration 39Q: 3 clusters Score -295049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -295060.781250 Penalty: 2597.926514
	Iteration 40F: 3 clusters Score -295060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295070.906250 Penalty: 2597.926514
	Iteration 41Q: 3 clusters Score -295070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -295079.656250 Penalty: 2597.926514
	Iteration 42Q: 3 clusters Score -295079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -295086.718750 Penalty: 2597.926514
	Iteration 43Q: 3 clusters Score -295086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295088.468750 Penalty: 2597.926514
	Iteration 44Q: 3 clusters Score -295088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -295090.750000 Penalty: 2597.926514
	Iteration 45Q: 3 clusters Score -295090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -295092.406250 Penalty: 2597.926514
	Iteration 46Q: 3 clusters Score -295092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295093.968750 Penalty: 2597.926514
	Iteration 47Q: 3 clusters Score -295094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -295094.593750 Penalty: 2597.926514
	Iteration 48Q: 3 clusters Score -295094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -295095.687500 Penalty: 2597.926514
	Iteration 49Q: 3 clusters Score -295095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -295096.531250 Penalty: 2597.926514
	Iteration 50Q: 3 clusters Score -295096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -295098.687500 Penalty: 2597.926514
	Iteration 51Q: 3 clusters Score -295098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -295100.531250 Penalty: 2597.926514
	Iteration 52Q: 3 clusters Score -295100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -295103.593750 Penalty: 2597.926514
	Iteration 53Q: 3 clusters Score -295103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295104.968750 Penalty: 2597.926514
	Iteration 54Q: 3 clusters Score -295105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -295107.406250 Penalty: 2597.926514
	Iteration 55Q: 3 clusters Score -295107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -295109.687500 Penalty: 2597.926514
	Iteration 56Q: 3 clusters Score -295109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -295110.562500 Penalty: 2597.926514
	Iteration 57Q: 3 clusters Score -295110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -295110.937500 Penalty: 2597.926514
	Iteration 58Q: 3 clusters Score -295110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -295111.218750 Penalty: 2597.926514
	Iteration 59Q: 3 clusters Score -295111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -295111.968750 Penalty: 2597.926514
	Iteration 60F: 3 clusters Score -295112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -295112.062500 Penalty: 2597.926514
	Iteration 61Q: 3 clusters Score -295112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -295112.843750 Penalty: 2597.926514
	Iteration 62Q: 3 clusters Score -295112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -295112.843750 Penalty: 2597.926514
	Iteration 63F: 3 clusters Score -295112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -502524.187500 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -502524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -498571.218750 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -498571.2 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -499691.093750 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -499691.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -499983.593750 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -499983.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -500270.750000 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -500270.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -500592.031250 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -500592 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -500954.750000 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -500954.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -501258.062500 Penalty: 2764.624268
	Iteration 6F: 3 clusters Score -501258.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -501458.125000 Penalty: 2764.624268
	Iteration 7F: 3 clusters Score -501458.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -501624.593750 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -501624.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -501746.437500 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -501746.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -501822.968750 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -501823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -501866.343750 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -501866.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -501888.156250 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -501888.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -501909.156250 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -501909.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -501924.781250 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -501924.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -501941.218750 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -501941.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -501954.875000 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -501954.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -501968.093750 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -501968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -501976.218750 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -501976.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -501981.750000 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -501981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -501987.187500 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -501987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -501991.062500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -501991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -501994.281250 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -501994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -501996.125000 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -501996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -501998.031250 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -501998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -502003.156250 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -502003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -502004.906250 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -502004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -502006.406250 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -502006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -502009.312500 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -502009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -502013.125000 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -502013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -502015.062500 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -502015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -502020.468750 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -502020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -502026.343750 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -502026.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -502030.531250 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -502030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -502035.250000 Penalty: 2764.624268
	Iteration 34Q: 3 clusters Score -502035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -502037.593750 Penalty: 2764.624268
	Iteration 35Q: 3 clusters Score -502037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -502039.125000 Penalty: 2764.624268
	Iteration 36Q: 3 clusters Score -502039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -502040.093750 Penalty: 2764.624268
	Iteration 37Q: 3 clusters Score -502040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -502040.093750 Penalty: 2764.624268
	Iteration 38F: 3 clusters Score -502040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -471248.375000 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -471248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -467438.500000 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -467438.5 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -468544.875000 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -468544.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -468774.812500 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -468774.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -468931.093750 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -468931.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -469062.656250 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -469062.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -469204.562500 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -469204.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -469345.562500 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -469345.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -469489.843750 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -469489.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -469614.937500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -469614.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -469742.468750 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -469742.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -469846.156250 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -469846.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -469930.718750 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -469930.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -469984.406250 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -469984.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -470031.187500 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -470031.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -470065.281250 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -470065.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -470092.562500 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -470092.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -470113.531250 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -470113.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -470136.500000 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -470136.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -470151.781250 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -470151.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -470166.468750 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -470166.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -470179.468750 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -470179.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -470191.093750 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -470191.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -470205.562500 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -470205.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -470217.656250 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -470217.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -470226.156250 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -470226.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -470231.031250 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -470231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -470235.125000 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -470235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -470237.843750 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -470237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -470240.875000 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -470240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -470242.875000 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -470242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -470244.875000 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -470244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -470248.031250 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -470248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -470252.187500 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -470252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -470256.250000 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -470256.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -470259.500000 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -470259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -470261.375000 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -470261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -470261.625000 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -470261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -470263.968750 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -470264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -470264.906250 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -470264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -470266.187500 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -470266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -470267.593750 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -470267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -470268.312500 Penalty: 2755.699463
	Iteration 41Q: 3 clusters Score -470268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -470268.718750 Penalty: 2755.699463
	Iteration 42Q: 3 clusters Score -470268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -470268.343750 Penalty: 2755.699463
	Iteration 43Q: 3 clusters Score -470268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -470268.343750 Penalty: 2755.699463
	Iteration 44F: 3 clusters Score -470268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Entering Unmasked Estep 
Score: -7187559.000000 Penalty: 1804.286621
	Iteration 0F: 2 clusters Score -7187559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -7142987.500000 Penalty: 3608.573242
	Iteration 0F: 3 clusters Score -7142988 nChanged 31500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -7161324.000000 Penalty: 3608.573242
	Iteration 1F: 3 clusters Score -7161324 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -7161845.000000 Penalty: 3608.573242
	Iteration 2Q: 3 clusters Score -7161845 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -7162489.500000 Penalty: 3608.573242
	Iteration 3Q: 3 clusters Score -7162490 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -7163346.500000 Penalty: 3608.573242
	Iteration 4Q: 3 clusters Score -7163346 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -7164670.000000 Penalty: 3608.573242
	Iteration 5Q: 3 clusters Score -7164670 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -7166627.500000 Penalty: 3608.573242
	Iteration 6F: 3 clusters Score -7166628 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7169461.000000 Penalty: 3608.573242
	Iteration 7F: 3 clusters Score -7169461 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7172716.000000 Penalty: 3608.573242
	Iteration 8F: 3 clusters Score -7172716 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7175202.500000 Penalty: 3608.573242
	Iteration 9F: 3 clusters Score -7175202 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7176493.000000 Penalty: 3608.573242
	Iteration 10Q: 3 clusters Score -7176493 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -7177205.000000 Penalty: 3608.573242
	Iteration 11Q: 3 clusters Score -7177205 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -7177735.000000 Penalty: 3608.573242
	Iteration 12Q: 3 clusters Score -7177735 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -7178192.500000 Penalty: 3608.573242
	Iteration 13Q: 3 clusters Score -7178192 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -7178594.000000 Penalty: 3608.573242
	Iteration 14Q: 3 clusters Score -7178594 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -7179038.000000 Penalty: 3608.573242
	Iteration 15Q: 3 clusters Score -7179038 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -7179432.500000 Penalty: 3608.573242
	Iteration 16Q: 3 clusters Score -7179432 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -7179871.500000 Penalty: 3608.573242
	Iteration 17Q: 3 clusters Score -7179872 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -7180293.000000 Penalty: 3608.573242
	Iteration 18Q: 3 clusters Score -7180293 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -7180700.500000 Penalty: 3608.573242
	Iteration 19Q: 3 clusters Score -7180700 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -7181036.500000 Penalty: 3608.573242
	Iteration 20F: 3 clusters Score -7181036 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -7181424.500000 Penalty: 3608.573242
	Iteration 21Q: 3 clusters Score -7181424 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -7181678.500000 Penalty: 3608.573242
	Iteration 22Q: 3 clusters Score -7181678 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -7181930.500000 Penalty: 3608.573242
	Iteration 23Q: 3 clusters Score -7181930 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -7182212.000000 Penalty: 3608.573242
	Iteration 24Q: 3 clusters Score -7182212 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -7182423.500000 Penalty: 3608.573242
	Iteration 25Q: 3 clusters Score -7182424 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -7182627.500000 Penalty: 3608.573242
	Iteration 26Q: 3 clusters Score -7182628 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7182883.000000 Penalty: 3608.573242
	Iteration 27Q: 3 clusters Score -7182883 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -7183118.000000 Penalty: 3608.573242
	Iteration 28Q: 3 clusters Score -7183118 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -7183366.500000 Penalty: 3608.573242
	Iteration 29Q: 3 clusters Score -7183366 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -7183604.500000 Penalty: 3608.573242
	Iteration 30Q: 3 clusters Score -7183604 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -7183839.500000 Penalty: 3608.573242
	Iteration 31Q: 3 clusters Score -7183840 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -7184034.000000 Penalty: 3608.573242
	Iteration 32Q: 3 clusters Score -7184034 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -7184239.500000 Penalty: 3608.573242
	Iteration 33Q: 3 clusters Score -7184240 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7184429.500000 Penalty: 3608.573242
	Iteration 34Q: 3 clusters Score -7184430 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -7184556.000000 Penalty: 3608.573242
	Iteration 35Q: 3 clusters Score -7184556 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -7184687.500000 Penalty: 3608.573242
	Iteration 36Q: 3 clusters Score -7184688 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -7184828.500000 Penalty: 3608.573242
	Iteration 37Q: 3 clusters Score -7184828 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -7184952.000000 Penalty: 3608.573242
	Iteration 38Q: 3 clusters Score -7184952 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -7185097.000000 Penalty: 3608.573242
	Iteration 39Q: 3 clusters Score -7185097 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -7185211.000000 Penalty: 3608.573242
	Iteration 40F: 3 clusters Score -7185211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -7185290.500000 Penalty: 3608.573242
	Iteration 41Q: 3 clusters Score -7185290 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -7185391.500000 Penalty: 3608.573242
	Iteration 42Q: 3 clusters Score -7185392 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -7185485.500000 Penalty: 3608.573242
	Iteration 43Q: 3 clusters Score -7185486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -7185546.500000 Penalty: 3608.573242
	Iteration 44Q: 3 clusters Score -7185546 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -7185592.000000 Penalty: 3608.573242
	Iteration 45Q: 3 clusters Score -7185592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -7185638.500000 Penalty: 3608.573242
	Iteration 46Q: 3 clusters Score -7185638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -7185681.500000 Penalty: 3608.573242
	Iteration 47Q: 3 clusters Score -7185682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -7185717.500000 Penalty: 3608.573242
	Iteration 48Q: 3 clusters Score -7185718 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -7185761.000000 Penalty: 3608.573242
	Iteration 49Q: 3 clusters Score -7185761 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -7185798.500000 Penalty: 3608.573242
	Iteration 50Q: 3 clusters Score -7185798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -7185828.500000 Penalty: 3608.573242
	Iteration 51Q: 3 clusters Score -7185828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -7185860.500000 Penalty: 3608.573242
	Iteration 52Q: 3 clusters Score -7185860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -7185885.500000 Penalty: 3608.573242
	Iteration 53Q: 3 clusters Score -7185886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -7185907.500000 Penalty: 3608.573242
	Iteration 54Q: 3 clusters Score -7185908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -7185928.000000 Penalty: 3608.573242
	Iteration 55Q: 3 clusters Score -7185928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -7185948.000000 Penalty: 3608.573242
	Iteration 56Q: 3 clusters Score -7185948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -7185948.000000 Penalty: 3608.573242
	Iteration 57Q: 3 clusters Score -7185948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -7185953.000000 Penalty: 3608.573242
	Iteration 58Q: 3 clusters Score -7185953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -7185978.500000 Penalty: 3608.573242
	Iteration 59Q: 3 clusters Score -7185978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -7185981.500000 Penalty: 3608.573242
	Iteration 60F: 3 clusters Score -7185982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -7185984.500000 Penalty: 3608.573242
	Iteration 61Q: 3 clusters Score -7185984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -7186015.500000 Penalty: 3608.573242
	Iteration 62Q: 3 clusters Score -7186016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -7186028.500000 Penalty: 3608.573242
	Iteration 63Q: 3 clusters Score -7186028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -7186024.000000 Penalty: 3608.573242
	Iteration 64Q: 3 clusters Score -7186024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -7186026.000000 Penalty: 3608.573242
	Iteration 65Q: 3 clusters Score -7186026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7186019.500000 Penalty: 3608.573242
	Iteration 66Q: 3 clusters Score -7186020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -7186025.000000 Penalty: 3608.573242
	Iteration 67Q: 3 clusters Score -7186025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -7186030.500000 Penalty: 3608.573242
	Iteration 68Q: 3 clusters Score -7186030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -7186040.500000 Penalty: 3608.573242
	Iteration 69Q: 3 clusters Score -7186040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -7186040.000000 Penalty: 3608.573242
	Iteration 70Q: 3 clusters Score -7186040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -7186049.500000 Penalty: 3608.573242
	Iteration 71Q: 3 clusters Score -7186050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -7186046.000000 Penalty: 3608.573242
	Iteration 72Q: 3 clusters Score -7186046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -7186043.500000 Penalty: 3608.573242
	Iteration 73Q: 3 clusters Score -7186044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -7186040.500000 Penalty: 3608.573242
	Iteration 74Q: 3 clusters Score -7186040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -7186042.000000 Penalty: 3608.573242
	Iteration 75Q: 3 clusters Score -7186042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 65309 members 
Entering Unmasked Estep 
Score: -7186043.500000 Penalty: 3608.573242
	Iteration 76Q: 3 clusters Score -7186044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -7186049.000000 Penalty: 3608.573242
	Iteration 77Q: 3 clusters Score -7186049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -7186058.500000 Penalty: 3608.573242
	Iteration 78Q: 3 clusters Score -7186058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7186064.000000 Penalty: 3608.573242
	Iteration 79Q: 3 clusters Score -7186064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -7186065.500000 Penalty: 3608.573242
	Iteration 80F: 3 clusters Score -7186066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 81Q: 3 clusters Score -7186064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -7186062.000000 Penalty: 3608.573242
	Iteration 82Q: 3 clusters Score -7186062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7186070.000000 Penalty: 3608.573242
	Iteration 83Q: 3 clusters Score -7186070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -7186066.000000 Penalty: 3608.573242
	Iteration 84Q: 3 clusters Score -7186066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -7186067.000000 Penalty: 3608.573242
	Iteration 85Q: 3 clusters Score -7186067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -7186070.000000 Penalty: 3608.573242
	Iteration 86Q: 3 clusters Score -7186070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -7186066.000000 Penalty: 3608.573242
	Iteration 87Q: 3 clusters Score -7186066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 88Q: 3 clusters Score -7186064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 89Q: 3 clusters Score -7186064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 90Q: 3 clusters Score -7186064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -7186060.000000 Penalty: 3608.573242
	Iteration 91Q: 3 clusters Score -7186060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 92Q: 3 clusters Score -7186064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -7186064.500000 Penalty: 3608.573242
	Iteration 93F: 3 clusters Score -7186064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -8782.505859 Penalty: 763.828064
	Iteration 0F: 2 clusters Score -8782.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8288.575195 Penalty: 1527.656128
	Iteration 0F: 3 clusters Score -8288.575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8301.820312 Penalty: 1527.656128
	Iteration 1Q: 3 clusters Score -8301.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8306.646484 Penalty: 1527.656128
	Iteration 2Q: 3 clusters Score -8306.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8306.646484 Penalty: 1527.656128
	Iteration 3F: 3 clusters Score -8306.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Entering Unmasked Estep 
Score: -17668568.000000 Penalty: 1952.340576
	Iteration 0F: 2 clusters Score -1.766857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -17562058.000000 Penalty: 3904.681152
	Iteration 0F: 3 clusters Score -1.756206e+07 nChanged 79567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -17608602.000000 Penalty: 3904.681152
	Iteration 1F: 3 clusters Score -1.76086e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -17610302.000000 Penalty: 3904.681152
	Iteration 2Q: 3 clusters Score -1.76103e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -17613254.000000 Penalty: 3904.681152
	Iteration 3Q: 3 clusters Score -1.761325e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -17619136.000000 Penalty: 3904.681152
	Iteration 4F: 3 clusters Score -1.761914e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -17630178.000000 Penalty: 3904.681152
	Iteration 5F: 3 clusters Score -1.763018e+07 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -17646144.000000 Penalty: 3904.681152
	Iteration 6F: 3 clusters Score -1.764614e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -17659610.000000 Penalty: 3904.681152
	Iteration 7F: 3 clusters Score -1.765961e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -17665056.000000 Penalty: 3904.681152
	Iteration 8Q: 3 clusters Score -1.766506e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -17666408.000000 Penalty: 3904.681152
	Iteration 9Q: 3 clusters Score -1.766641e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -17666664.000000 Penalty: 3904.681152
	Iteration 10Q: 3 clusters Score -1.766666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -17666774.000000 Penalty: 3904.681152
	Iteration 11Q: 3 clusters Score -1.766677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -17666804.000000 Penalty: 3904.681152
	Iteration 12Q: 3 clusters Score -1.76668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -17666834.000000 Penalty: 3904.681152
	Iteration 13Q: 3 clusters Score -1.766683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -17666842.000000 Penalty: 3904.681152
	Iteration 14Q: 3 clusters Score -1.766684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -17666836.000000 Penalty: 3904.681152
	Iteration 15Q: 3 clusters Score -1.766684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -17666830.000000 Penalty: 3904.681152
	Iteration 16Q: 3 clusters Score -1.766683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -17666842.000000 Penalty: 3904.681152
	Iteration 17Q: 3 clusters Score -1.766684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -17666852.000000 Penalty: 3904.681152
	Iteration 18Q: 3 clusters Score -1.766685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -17666852.000000 Penalty: 3904.681152
	Iteration 19F: 3 clusters Score -1.766685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -273426.000000 Penalty: 1279.335815
	Iteration 0F: 2 clusters Score -273426 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 1322 members 
Entering Unmasked Estep 
Score: -270943.343750 Penalty: 2558.671631
	Iteration 0F: 3 clusters Score -270943.3 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271545.062500 Penalty: 2558.671631
	Iteration 1F: 3 clusters Score -271545.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -271667.968750 Penalty: 2558.671631
	Iteration 2F: 3 clusters Score -271668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271745.906250 Penalty: 2558.671631
	Iteration 3Q: 3 clusters Score -271745.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -271791.062500 Penalty: 2558.671631
	Iteration 4Q: 3 clusters Score -271791.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271823.531250 Penalty: 2558.671631
	Iteration 5Q: 3 clusters Score -271823.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -271850.625000 Penalty: 2558.671631
	Iteration 6Q: 3 clusters Score -271850.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271875.593750 Penalty: 2558.671631
	Iteration 7Q: 3 clusters Score -271875.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -271893.125000 Penalty: 2558.671631
	Iteration 8Q: 3 clusters Score -271893.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271903.125000 Penalty: 2558.671631
	Iteration 9Q: 3 clusters Score -271903.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -271913.125000 Penalty: 2558.671631
	Iteration 10Q: 3 clusters Score -271913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -271918.156250 Penalty: 2558.671631
	Iteration 11Q: 3 clusters Score -271918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -271920.812500 Penalty: 2558.671631
	Iteration 12Q: 3 clusters Score -271920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -271924.968750 Penalty: 2558.671631
	Iteration 13Q: 3 clusters Score -271925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -271930.843750 Penalty: 2558.671631
	Iteration 14Q: 3 clusters Score -271930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271936.000000 Penalty: 2558.671631
	Iteration 15Q: 3 clusters Score -271936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271940.968750 Penalty: 2558.671631
	Iteration 16Q: 3 clusters Score -271941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271946.281250 Penalty: 2558.671631
	Iteration 17Q: 3 clusters Score -271946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -271948.375000 Penalty: 2558.671631
	Iteration 18Q: 3 clusters Score -271948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -271950.625000 Penalty: 2558.671631
	Iteration 19Q: 3 clusters Score -271950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271953.718750 Penalty: 2558.671631
	Iteration 20F: 3 clusters Score -271953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -271956.812500 Penalty: 2558.671631
	Iteration 21Q: 3 clusters Score -271956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -271959.625000 Penalty: 2558.671631
	Iteration 22Q: 3 clusters Score -271959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -271961.812500 Penalty: 2558.671631
	Iteration 23Q: 3 clusters Score -271961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -271964.656250 Penalty: 2558.671631
	Iteration 24Q: 3 clusters Score -271964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271971.500000 Penalty: 2558.671631
	Iteration 25Q: 3 clusters Score -271971.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271976.437500 Penalty: 2558.671631
	Iteration 26Q: 3 clusters Score -271976.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -271980.093750 Penalty: 2558.671631
	Iteration 27Q: 3 clusters Score -271980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271987.187500 Penalty: 2558.671631
	Iteration 28Q: 3 clusters Score -271987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -271994.437500 Penalty: 2558.671631
	Iteration 29Q: 3 clusters Score -271994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271998.968750 Penalty: 2558.671631
	Iteration 30Q: 3 clusters Score -271999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -272005.718750 Penalty: 2558.671631
	Iteration 31Q: 3 clusters Score -272005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -272009.093750 Penalty: 2558.671631
	Iteration 32Q: 3 clusters Score -272009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -272011.406250 Penalty: 2558.671631
	Iteration 33Q: 3 clusters Score -272011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -272011.968750 Penalty: 2558.671631
	Iteration 34Q: 3 clusters Score -272012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272012.906250 Penalty: 2558.671631
	Iteration 35Q: 3 clusters Score -272012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -272014.312500 Penalty: 2558.671631
	Iteration 36Q: 3 clusters Score -272014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272015.218750 Penalty: 2558.671631
	Iteration 37Q: 3 clusters Score -272015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272016.531250 Penalty: 2558.671631
	Iteration 38Q: 3 clusters Score -272016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -272017.875000 Penalty: 2558.671631
	Iteration 39Q: 3 clusters Score -272017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -272018.562500 Penalty: 2558.671631
	Iteration 40F: 3 clusters Score -272018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272019.625000 Penalty: 2558.671631
	Iteration 41Q: 3 clusters Score -272019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -272021.687500 Penalty: 2558.671631
	Iteration 42Q: 3 clusters Score -272021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -272023.750000 Penalty: 2558.671631
	Iteration 43Q: 3 clusters Score -272023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -272027.031250 Penalty: 2558.671631
	Iteration 44Q: 3 clusters Score -272027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -272030.968750 Penalty: 2558.671631
	Iteration 45Q: 3 clusters Score -272031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272034.312500 Penalty: 2558.671631
	Iteration 46Q: 3 clusters Score -272034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -272034.875000 Penalty: 2558.671631
	Iteration 47Q: 3 clusters Score -272034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -272036.812500 Penalty: 2558.671631
	Iteration 48Q: 3 clusters Score -272036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -272038.593750 Penalty: 2558.671631
	Iteration 49Q: 3 clusters Score -272038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -272040.125000 Penalty: 2558.671631
	Iteration 50Q: 3 clusters Score -272040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -272043.125000 Penalty: 2558.671631
	Iteration 51Q: 3 clusters Score -272043.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272046.718750 Penalty: 2558.671631
	Iteration 52Q: 3 clusters Score -272046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -272049.437500 Penalty: 2558.671631
	Iteration 53Q: 3 clusters Score -272049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -272052.750000 Penalty: 2558.671631
	Iteration 54Q: 3 clusters Score -272052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -272055.906250 Penalty: 2558.671631
	Iteration 55Q: 3 clusters Score -272055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -272058.593750 Penalty: 2558.671631
	Iteration 56Q: 3 clusters Score -272058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272060.156250 Penalty: 2558.671631
	Iteration 57Q: 3 clusters Score -272060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272061.093750 Penalty: 2558.671631
	Iteration 58Q: 3 clusters Score -272061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272062.406250 Penalty: 2558.671631
	Iteration 59Q: 3 clusters Score -272062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272064.062500 Penalty: 2558.671631
	Iteration 60F: 3 clusters Score -272064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272065.187500 Penalty: 2558.671631
	Iteration 61Q: 3 clusters Score -272065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -272067.218750 Penalty: 2558.671631
	Iteration 62Q: 3 clusters Score -272067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -272068.593750 Penalty: 2558.671631
	Iteration 63Q: 3 clusters Score -272068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -272070.062500 Penalty: 2558.671631
	Iteration 64Q: 3 clusters Score -272070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -272070.843750 Penalty: 2558.671631
	Iteration 65Q: 3 clusters Score -272070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -272072.000000 Penalty: 2558.671631
	Iteration 66Q: 3 clusters Score -272072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -272072.687500 Penalty: 2558.671631
	Iteration 67Q: 3 clusters Score -272072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -272074.437500 Penalty: 2558.671631
	Iteration 68Q: 3 clusters Score -272074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -272075.000000 Penalty: 2558.671631
	Iteration 69Q: 3 clusters Score -272075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272076.437500 Penalty: 2558.671631
	Iteration 70Q: 3 clusters Score -272076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -272078.062500 Penalty: 2558.671631
	Iteration 71Q: 3 clusters Score -272078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272079.093750 Penalty: 2558.671631
	Iteration 72Q: 3 clusters Score -272079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272080.750000 Penalty: 2558.671631
	Iteration 73Q: 3 clusters Score -272080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -272084.000000 Penalty: 2558.671631
	Iteration 74Q: 3 clusters Score -272084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -272084.531250 Penalty: 2558.671631
	Iteration 75Q: 3 clusters Score -272084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -272084.718750 Penalty: 2558.671631
	Iteration 76Q: 3 clusters Score -272084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -272084.718750 Penalty: 2558.671631
	Iteration 77F: 3 clusters Score -272084.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (268490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268490 members 
Entering Unmasked Estep 
Score: -28488366.000000 Penalty: 2031.342529
	Iteration 0F: 2 clusters Score -2.848837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -28319742.000000 Penalty: 4062.685059
	Iteration 0F: 3 clusters Score -2.831974e+07 nChanged 130853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 136948 members 
Entering Unmasked Estep 
Score: -28397022.000000 Penalty: 4062.685059
	Iteration 1F: 3 clusters Score -2.839702e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 139471 members 
Entering Unmasked Estep 
Score: -28398778.000000 Penalty: 4062.685059
	Iteration 2Q: 3 clusters Score -2.839878e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -28402138.000000 Penalty: 4062.685059
	Iteration 3Q: 3 clusters Score -2.840214e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -28407964.000000 Penalty: 4062.685059
	Iteration 4Q: 3 clusters Score -2.840796e+07 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -28417354.000000 Penalty: 4062.685059
	Iteration 5F: 3 clusters Score -2.841735e+07 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -28431890.000000 Penalty: 4062.685059
	Iteration 6F: 3 clusters Score -2.843189e+07 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 180169 members 
Entering Unmasked Estep 
Score: -28448212.000000 Penalty: 4062.685059
	Iteration 7F: 3 clusters Score -2.844821e+07 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81082 members 
Mstep: Class 2 contains 187408 members 
Entering Unmasked Estep 
Score: -28459492.000000 Penalty: 4062.685059
	Iteration 8F: 3 clusters Score -2.845949e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 191868 members 
Entering Unmasked Estep 
Score: -28463776.000000 Penalty: 4062.685059
	Iteration 9Q: 3 clusters Score -2.846378e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 195425 members 
Entering Unmasked Estep 
Score: -28465388.000000 Penalty: 4062.685059
	Iteration 10Q: 3 clusters Score -2.846539e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 198827 members 
Entering Unmasked Estep 
Score: -28466366.000000 Penalty: 4062.685059
	Iteration 11Q: 3 clusters Score -2.846637e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 202096 members 
Entering Unmasked Estep 
Score: -28467170.000000 Penalty: 4062.685059
	Iteration 12Q: 3 clusters Score -2.846717e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 205175 members 
Entering Unmasked Estep 
Score: -28467748.000000 Penalty: 4062.685059
	Iteration 13Q: 3 clusters Score -2.846775e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 208170 members 
Entering Unmasked Estep 
Score: -28468176.000000 Penalty: 4062.685059
	Iteration 14Q: 3 clusters Score -2.846818e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 211155 members 
Entering Unmasked Estep 
Score: -28468874.000000 Penalty: 4062.685059
	Iteration 15Q: 3 clusters Score -2.846887e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 214142 members 
Entering Unmasked Estep 
Score: -28469476.000000 Penalty: 4062.685059
	Iteration 16Q: 3 clusters Score -2.846948e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 217087 members 
Entering Unmasked Estep 
Score: -28470162.000000 Penalty: 4062.685059
	Iteration 17Q: 3 clusters Score -2.847016e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 220094 members 
Entering Unmasked Estep 
Score: -28471012.000000 Penalty: 4062.685059
	Iteration 18Q: 3 clusters Score -2.847101e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 223145 members 
Entering Unmasked Estep 
Score: -28471798.000000 Penalty: 4062.685059
	Iteration 19Q: 3 clusters Score -2.84718e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 226216 members 
Entering Unmasked Estep 
Score: -28472704.000000 Penalty: 4062.685059
	Iteration 20F: 3 clusters Score -2.84727e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 229346 members 
Entering Unmasked Estep 
Score: -28473592.000000 Penalty: 4062.685059
	Iteration 21Q: 3 clusters Score -2.847359e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 232543 members 
Entering Unmasked Estep 
Score: -28474534.000000 Penalty: 4062.685059
	Iteration 22Q: 3 clusters Score -2.847453e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 235827 members 
Entering Unmasked Estep 
Score: -28475956.000000 Penalty: 4062.685059
	Iteration 23Q: 3 clusters Score -2.847596e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 239007 members 
Entering Unmasked Estep 
Score: -28477394.000000 Penalty: 4062.685059
	Iteration 24Q: 3 clusters Score -2.847739e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 242072 members 
Entering Unmasked Estep 
Score: -28478660.000000 Penalty: 4062.685059
	Iteration 25Q: 3 clusters Score -2.847866e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 245050 members 
Entering Unmasked Estep 
Score: -28480028.000000 Penalty: 4062.685059
	Iteration 26Q: 3 clusters Score -2.848003e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 248010 members 
Entering Unmasked Estep 
Score: -28481318.000000 Penalty: 4062.685059
	Iteration 27Q: 3 clusters Score -2.848132e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 250868 members 
Entering Unmasked Estep 
Score: -28482344.000000 Penalty: 4062.685059
	Iteration 28Q: 3 clusters Score -2.848234e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 253562 members 
Entering Unmasked Estep 
Score: -28483316.000000 Penalty: 4062.685059
	Iteration 29Q: 3 clusters Score -2.848332e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 255971 members 
Entering Unmasked Estep 
Score: -28484038.000000 Penalty: 4062.685059
	Iteration 30Q: 3 clusters Score -2.848404e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 258042 members 
Entering Unmasked Estep 
Score: -28484568.000000 Penalty: 4062.685059
	Iteration 31Q: 3 clusters Score -2.848457e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 259780 members 
Entering Unmasked Estep 
Score: -28485114.000000 Penalty: 4062.685059
	Iteration 32Q: 3 clusters Score -2.848511e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 261224 members 
Entering Unmasked Estep 
Score: -28485740.000000 Penalty: 4062.685059
	Iteration 33Q: 3 clusters Score -2.848574e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 262422 members 
Entering Unmasked Estep 
Score: -28486154.000000 Penalty: 4062.685059
	Iteration 34Q: 3 clusters Score -2.848615e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 263416 members 
Entering Unmasked Estep 
Score: -28486450.000000 Penalty: 4062.685059
	Iteration 35Q: 3 clusters Score -2.848645e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 264215 members 
Entering Unmasked Estep 
Score: -28486790.000000 Penalty: 4062.685059
	Iteration 36Q: 3 clusters Score -2.848679e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 264829 members 
Entering Unmasked Estep 
Score: -28486956.000000 Penalty: 4062.685059
	Iteration 37Q: 3 clusters Score -2.848696e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 265344 members 
Entering Unmasked Estep 
Score: -28487084.000000 Penalty: 4062.685059
	Iteration 38Q: 3 clusters Score -2.848708e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 265743 members 
Entering Unmasked Estep 
Score: -28487176.000000 Penalty: 4062.685059
	Iteration 39Q: 3 clusters Score -2.848718e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 266047 members 
Entering Unmasked Estep 
Score: -28487288.000000 Penalty: 4062.685059
	Iteration 40F: 3 clusters Score -2.848729e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 266292 members 
Entering Unmasked Estep 
Score: -28487316.000000 Penalty: 4062.685059
	Iteration 41Q: 3 clusters Score -2.848732e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 266487 members 
Entering Unmasked Estep 
Score: -28487348.000000 Penalty: 4062.685059
	Iteration 42Q: 3 clusters Score -2.848735e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 266632 members 
Entering Unmasked Estep 
Score: -28487312.000000 Penalty: 4062.685059
	Iteration 43Q: 3 clusters Score -2.848731e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 266754 members 
Entering Unmasked Estep 
Score: -28487308.000000 Penalty: 4062.685059
	Iteration 44Q: 3 clusters Score -2.848731e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 266855 members 
Entering Unmasked Estep 
Score: -28487346.000000 Penalty: 4062.685059
	Iteration 45Q: 3 clusters Score -2.848735e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 266945 members 
Entering Unmasked Estep 
Score: -28487288.000000 Penalty: 4062.685059
	Iteration 46Q: 3 clusters Score -2.848729e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 267025 members 
Entering Unmasked Estep 
Score: -28487234.000000 Penalty: 4062.685059
	Iteration 47Q: 3 clusters Score -2.848723e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 267081 members 
Entering Unmasked Estep 
Score: -28487192.000000 Penalty: 4062.685059
	Iteration 48Q: 3 clusters Score -2.848719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 267116 members 
Entering Unmasked Estep 
Score: -28487192.000000 Penalty: 4062.685059
	Iteration 49Q: 3 clusters Score -2.848719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 267149 members 
Entering Unmasked Estep 
Score: -28487196.000000 Penalty: 4062.685059
	Iteration 50Q: 3 clusters Score -2.84872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 267170 members 
Entering Unmasked Estep 
Score: -28487170.000000 Penalty: 4062.685059
	Iteration 51Q: 3 clusters Score -2.848717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 267180 members 
Entering Unmasked Estep 
Score: -28487176.000000 Penalty: 4062.685059
	Iteration 52Q: 3 clusters Score -2.848718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 267191 members 
Entering Unmasked Estep 
Score: -28487180.000000 Penalty: 4062.685059
	Iteration 53Q: 3 clusters Score -2.848718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 267210 members 
Entering Unmasked Estep 
Score: -28487182.000000 Penalty: 4062.685059
	Iteration 54Q: 3 clusters Score -2.848718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 267223 members 
Entering Unmasked Estep 
Score: -28487194.000000 Penalty: 4062.685059
	Iteration 55Q: 3 clusters Score -2.848719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 267229 members 
Entering Unmasked Estep 
Score: -28487188.000000 Penalty: 4062.685059
	Iteration 56Q: 3 clusters Score -2.848719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 267234 members 
Entering Unmasked Estep 
Score: -28487198.000000 Penalty: 4062.685059
	Iteration 57Q: 3 clusters Score -2.84872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 267237 members 
Entering Unmasked Estep 
Score: -28487206.000000 Penalty: 4062.685059
	Iteration 58Q: 3 clusters Score -2.848721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 267240 members 
Entering Unmasked Estep 
Score: -28487186.000000 Penalty: 4062.685059
	Iteration 59Q: 3 clusters Score -2.848719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 267240 members 
Entering Unmasked Estep 
Score: -28487186.000000 Penalty: 4062.685059
	Iteration 60F: 3 clusters Score -2.848719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Entering Unmasked Estep 
Score: -17364684.000000 Penalty: 1949.627319
	Iteration 0F: 2 clusters Score -1.736468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -17259090.000000 Penalty: 3899.254639
	Iteration 0F: 3 clusters Score -1.725909e+07 nChanged 78503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -17305688.000000 Penalty: 3899.254639
	Iteration 1F: 3 clusters Score -1.730569e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -17306898.000000 Penalty: 3899.254639
	Iteration 2Q: 3 clusters Score -1.73069e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -17308642.000000 Penalty: 3899.254639
	Iteration 3Q: 3 clusters Score -1.730864e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -17311520.000000 Penalty: 3899.254639
	Iteration 4Q: 3 clusters Score -1.731152e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -17316432.000000 Penalty: 3899.254639
	Iteration 5F: 3 clusters Score -1.731643e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -17323856.000000 Penalty: 3899.254639
	Iteration 6F: 3 clusters Score -1.732386e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -17333782.000000 Penalty: 3899.254639
	Iteration 7F: 3 clusters Score -1.733378e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -17343930.000000 Penalty: 3899.254639
	Iteration 8F: 3 clusters Score -1.734393e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -17351710.000000 Penalty: 3899.254639
	Iteration 9F: 3 clusters Score -1.735171e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 145976 members 
Entering Unmasked Estep 
Score: -17356306.000000 Penalty: 3899.254639
	Iteration 10Q: 3 clusters Score -1.735631e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -17359144.000000 Penalty: 3899.254639
	Iteration 11Q: 3 clusters Score -1.735914e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 151910 members 
Entering Unmasked Estep 
Score: -17360550.000000 Penalty: 3899.254639
	Iteration 12Q: 3 clusters Score -1.736055e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -17361460.000000 Penalty: 3899.254639
	Iteration 13Q: 3 clusters Score -1.736146e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -17361828.000000 Penalty: 3899.254639
	Iteration 14Q: 3 clusters Score -1.736183e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -17362140.000000 Penalty: 3899.254639
	Iteration 15Q: 3 clusters Score -1.736214e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -17362308.000000 Penalty: 3899.254639
	Iteration 16Q: 3 clusters Score -1.736231e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -17362496.000000 Penalty: 3899.254639
	Iteration 17Q: 3 clusters Score -1.73625e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -17362680.000000 Penalty: 3899.254639
	Iteration 18Q: 3 clusters Score -1.736268e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -17362804.000000 Penalty: 3899.254639
	Iteration 19Q: 3 clusters Score -1.73628e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -17362876.000000 Penalty: 3899.254639
	Iteration 20F: 3 clusters Score -1.736288e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -17362956.000000 Penalty: 3899.254639
	Iteration 21Q: 3 clusters Score -1.736296e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -17363034.000000 Penalty: 3899.254639
	Iteration 22Q: 3 clusters Score -1.736303e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -17363106.000000 Penalty: 3899.254639
	Iteration 23Q: 3 clusters Score -1.736311e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -17363124.000000 Penalty: 3899.254639
	Iteration 24Q: 3 clusters Score -1.736312e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 159913 members 
Entering Unmasked Estep 
Score: -17363158.000000 Penalty: 3899.254639
	Iteration 25Q: 3 clusters Score -1.736316e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -17363202.000000 Penalty: 3899.254639
	Iteration 26Q: 3 clusters Score -1.73632e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 160083 members 
Entering Unmasked Estep 
Score: -17363264.000000 Penalty: 3899.254639
	Iteration 27Q: 3 clusters Score -1.736326e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 160165 members 
Entering Unmasked Estep 
Score: -17363280.000000 Penalty: 3899.254639
	Iteration 28Q: 3 clusters Score -1.736328e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -17363262.000000 Penalty: 3899.254639
	Iteration 29Q: 3 clusters Score -1.736326e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -17363272.000000 Penalty: 3899.254639
	Iteration 30Q: 3 clusters Score -1.736327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -17363294.000000 Penalty: 3899.254639
	Iteration 31Q: 3 clusters Score -1.736329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -17363284.000000 Penalty: 3899.254639
	Iteration 32Q: 3 clusters Score -1.736328e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -17363294.000000 Penalty: 3899.254639
	Iteration 33Q: 3 clusters Score -1.736329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -17363316.000000 Penalty: 3899.254639
	Iteration 34Q: 3 clusters Score -1.736332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -17363312.000000 Penalty: 3899.254639
	Iteration 35Q: 3 clusters Score -1.736331e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -17363320.000000 Penalty: 3899.254639
	Iteration 36Q: 3 clusters Score -1.736332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 160560 members 
Entering Unmasked Estep 
Score: -17363354.000000 Penalty: 3899.254639
	Iteration 37Q: 3 clusters Score -1.736335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -17363356.000000 Penalty: 3899.254639
	Iteration 38Q: 3 clusters Score -1.736336e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -17363374.000000 Penalty: 3899.254639
	Iteration 39Q: 3 clusters Score -1.736337e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -17363374.000000 Penalty: 3899.254639
	Iteration 40F: 3 clusters Score -1.736337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -17363378.000000 Penalty: 3899.254639
	Iteration 41Q: 3 clusters Score -1.736338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -17363390.000000 Penalty: 3899.254639
	Iteration 42Q: 3 clusters Score -1.736339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -17363392.000000 Penalty: 3899.254639
	Iteration 43Q: 3 clusters Score -1.736339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -17363384.000000 Penalty: 3899.254639
	Iteration 44Q: 3 clusters Score -1.736338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 160742 members 
Entering Unmasked Estep 
Score: -17363390.000000 Penalty: 3899.254639
	Iteration 45Q: 3 clusters Score -1.736339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -17363406.000000 Penalty: 3899.254639
	Iteration 46Q: 3 clusters Score -1.736341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -17363404.000000 Penalty: 3899.254639
	Iteration 47Q: 3 clusters Score -1.73634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -17363408.000000 Penalty: 3899.254639
	Iteration 48Q: 3 clusters Score -1.736341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -17363416.000000 Penalty: 3899.254639
	Iteration 49Q: 3 clusters Score -1.736342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -17363420.000000 Penalty: 3899.254639
	Iteration 50Q: 3 clusters Score -1.736342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -17363418.000000 Penalty: 3899.254639
	Iteration 51Q: 3 clusters Score -1.736342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -17363428.000000 Penalty: 3899.254639
	Iteration 52Q: 3 clusters Score -1.736343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -17363424.000000 Penalty: 3899.254639
	Iteration 53Q: 3 clusters Score -1.736342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -17363422.000000 Penalty: 3899.254639
	Iteration 54Q: 3 clusters Score -1.736342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -17363438.000000 Penalty: 3899.254639
	Iteration 55Q: 3 clusters Score -1.736344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -17363442.000000 Penalty: 3899.254639
	Iteration 56Q: 3 clusters Score -1.736344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -17363432.000000 Penalty: 3899.254639
	Iteration 57Q: 3 clusters Score -1.736343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 160789 members 
Entering Unmasked Estep 
Score: -17363436.000000 Penalty: 3899.254639
	Iteration 58Q: 3 clusters Score -1.736344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -17363450.000000 Penalty: 3899.254639
	Iteration 59Q: 3 clusters Score -1.736345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -17363430.000000 Penalty: 3899.254639
	Iteration 60F: 3 clusters Score -1.736343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 160800 members 
Entering Unmasked Estep 
Score: -17363428.000000 Penalty: 3899.254639
	Iteration 61Q: 3 clusters Score -1.736343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -17363436.000000 Penalty: 3899.254639
	Iteration 62Q: 3 clusters Score -1.736344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -17363440.000000 Penalty: 3899.254639
	Iteration 63Q: 3 clusters Score -1.736344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -17363426.000000 Penalty: 3899.254639
	Iteration 64Q: 3 clusters Score -1.736343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -17363420.000000 Penalty: 3899.254639
	Iteration 65Q: 3 clusters Score -1.736342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -17363418.000000 Penalty: 3899.254639
	Iteration 66Q: 3 clusters Score -1.736342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 160808 members 
Entering Unmasked Estep 
Score: -17363424.000000 Penalty: 3899.254639
	Iteration 67Q: 3 clusters Score -1.736342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -17363430.000000 Penalty: 3899.254639
	Iteration 68Q: 3 clusters Score -1.736343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -17363430.000000 Penalty: 3899.254639
	Iteration 69Q: 3 clusters Score -1.736343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -17363434.000000 Penalty: 3899.254639
	Iteration 70Q: 3 clusters Score -1.736343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -17363440.000000 Penalty: 3899.254639
	Iteration 71Q: 3 clusters Score -1.736344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -17363436.000000 Penalty: 3899.254639
	Iteration 72Q: 3 clusters Score -1.736344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -17363452.000000 Penalty: 3899.254639
	Iteration 73Q: 3 clusters Score -1.736345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -17363450.000000 Penalty: 3899.254639
	Iteration 74Q: 3 clusters Score -1.736345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -17363454.000000 Penalty: 3899.254639
	Iteration 75Q: 3 clusters Score -1.736345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -17363454.000000 Penalty: 3899.254639
	Iteration 76Q: 3 clusters Score -1.736345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -17363452.000000 Penalty: 3899.254639
	Iteration 77Q: 3 clusters Score -1.736345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -17363464.000000 Penalty: 3899.254639
	Iteration 78Q: 3 clusters Score -1.736346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -17363484.000000 Penalty: 3899.254639
	Iteration 79Q: 3 clusters Score -1.736348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 160836 members 
Entering Unmasked Estep 
Score: -17363480.000000 Penalty: 3899.254639
	Iteration 80F: 3 clusters Score -1.736348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -17363470.000000 Penalty: 3899.254639
	Iteration 81Q: 3 clusters Score -1.736347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -17363470.000000 Penalty: 3899.254639
	Iteration 82F: 3 clusters Score -1.736347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165116 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268490 members 
Mstep: Class 19 contains 162382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480672.000000 Penalty: 37579.566406
Iteration 279Q: 18 clusters Score -8.448067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165119 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268488 members 
Mstep: Class 19 contains 162381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 37579.566406
Iteration 280F: 18 clusters Score -8.448065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55446 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165123 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268487 members 
Mstep: Class 19 contains 162379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 37579.566406
Iteration 281Q: 18 clusters Score -8.448066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55444 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165124 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268493 members 
Mstep: Class 19 contains 162373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 37579.566406
Iteration 282Q: 18 clusters Score -8.448066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165118 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268500 members 
Mstep: Class 19 contains 162370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 37579.566406
Iteration 283Q: 18 clusters Score -8.448072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11728 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26477 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66389 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165115 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268508 members 
Mstep: Class 19 contains 162362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 37579.566406
Iteration 284Q: 18 clusters Score -8.448072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11731 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26478 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66389 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165109 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268511 members 
Mstep: Class 19 contains 162361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480760.000000 Penalty: 37579.566406
Iteration 285Q: 18 clusters Score -8.448076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66390 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165109 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268510 members 
Mstep: Class 19 contains 162359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480744.000000 Penalty: 37579.566406
Iteration 286Q: 18 clusters Score -8.448074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66388 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165108 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268516 members 
Mstep: Class 19 contains 162357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 37579.566406
Iteration 287Q: 18 clusters Score -8.448071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66387 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165107 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268520 members 
Mstep: Class 19 contains 162355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480744.000000 Penalty: 37579.566406
Iteration 288Q: 18 clusters Score -8.448074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11735 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66384 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165104 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268535 members 
Mstep: Class 19 contains 162345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480728.000000 Penalty: 37579.566406
Iteration 289Q: 18 clusters Score -8.448073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11738 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66382 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165098 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268553 members 
Mstep: Class 19 contains 162331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480632.000000 Penalty: 37579.566406
Iteration 290Q: 18 clusters Score -8.448063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 55444 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66379 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165102 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268557 members 
Mstep: Class 19 contains 162323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 37579.566406
Iteration 291Q: 18 clusters Score -8.448062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 55443 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66377 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165106 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268560 members 
Mstep: Class 19 contains 162318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 37579.566406
Iteration 292Q: 18 clusters Score -8.448062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55441 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66375 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165111 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268564 members 
Mstep: Class 19 contains 162317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480576.000000 Penalty: 37579.566406
Iteration 293Q: 18 clusters Score -8.448058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66371 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165111 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268571 members 
Mstep: Class 19 contains 162311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480584.000000 Penalty: 37579.566406
Iteration 294Q: 18 clusters Score -8.448058e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55448 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66366 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165110 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268579 members 
Mstep: Class 19 contains 162307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480568.000000 Penalty: 37579.566406
Iteration 295Q: 18 clusters Score -8.448057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12979 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66362 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165116 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268580 members 
Mstep: Class 19 contains 162302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480568.000000 Penalty: 37579.566406
Iteration 296Q: 18 clusters Score -8.448057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55448 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66360 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165114 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268587 members 
Mstep: Class 19 contains 162297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480576.000000 Penalty: 37579.566406
Iteration 297Q: 18 clusters Score -8.448058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55447 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66360 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165115 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 268591 members 
Mstep: Class 19 contains 162292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480592.000000 Penalty: 37579.566406
Iteration 298Q: 18 clusters Score -8.448059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66357 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165119 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268593 members 
Mstep: Class 19 contains 162292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480552.000000 Penalty: 37579.566406
Iteration 299Q: 18 clusters Score -8.448055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13578 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66352 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165120 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268596 members 
Mstep: Class 19 contains 162293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480512.000000 Penalty: 37579.566406
Iteration 300F: 18 clusters Score -8.448051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66347 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165121 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268599 members 
Mstep: Class 19 contains 162293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480472.000000 Penalty: 37579.566406
Iteration 301Q: 18 clusters Score -8.448047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55445 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 12981 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66345 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165127 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268604 members 
Mstep: Class 19 contains 162284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 37579.566406
Iteration 302Q: 18 clusters Score -8.448053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 55444 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66341 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165130 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268605 members 
Mstep: Class 19 contains 162286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480496.000000 Penalty: 37579.566406
Iteration 303Q: 18 clusters Score -8.44805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 55443 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 12979 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66339 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165136 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268604 members 
Mstep: Class 19 contains 162286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480464.000000 Penalty: 37579.566406
Iteration 304Q: 18 clusters Score -8.448046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 55441 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66338 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165141 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268607 members 
Mstep: Class 19 contains 162280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480512.000000 Penalty: 37579.566406
Iteration 305Q: 18 clusters Score -8.448051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 55442 members 
Mstep: Class 7 contains 13581 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 66338 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165143 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268608 members 
Mstep: Class 19 contains 162275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480464.000000 Penalty: 37579.566406
Iteration 306Q: 18 clusters Score -8.448046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 55441 members 
Mstep: Class 7 contains 13581 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66338 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165149 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268605 members 
Mstep: Class 19 contains 162274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480472.000000 Penalty: 37579.566406
Iteration 307Q: 18 clusters Score -8.448047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55440 members 
Mstep: Class 7 contains 13581 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4813 members 
Mstep: Class 13 contains 66336 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165152 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268606 members 
Mstep: Class 19 contains 162274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 37579.566406
Iteration 308Q: 18 clusters Score -8.448053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66334 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165156 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268602 members 
Mstep: Class 19 contains 162277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480544.000000 Penalty: 37579.566406
Iteration 309Q: 18 clusters Score -8.448054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66332 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165158 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268597 members 
Mstep: Class 19 contains 162282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480520.000000 Penalty: 37579.566406
Iteration 310Q: 18 clusters Score -8.448052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165157 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268596 members 
Mstep: Class 19 contains 162283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480536.000000 Penalty: 37579.566406
Iteration 311Q: 18 clusters Score -8.448054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165156 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268598 members 
Mstep: Class 19 contains 162282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480536.000000 Penalty: 37579.566406
Iteration 312Q: 18 clusters Score -8.448054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165158 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268597 members 
Mstep: Class 19 contains 162281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 37579.566406
Iteration 313Q: 18 clusters Score -8.448053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165156 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268595 members 
Mstep: Class 19 contains 162285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480536.000000 Penalty: 37579.566406
Iteration 314Q: 18 clusters Score -8.448054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165158 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268594 members 
Mstep: Class 19 contains 162284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480536.000000 Penalty: 37579.566406
Iteration 315Q: 18 clusters Score -8.448054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165159 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268591 members 
Mstep: Class 19 contains 162286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480512.000000 Penalty: 37579.566406
Iteration 316Q: 18 clusters Score -8.448051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165160 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268589 members 
Mstep: Class 19 contains 162287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 37579.566406
Iteration 317Q: 18 clusters Score -8.448053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165161 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268590 members 
Mstep: Class 19 contains 162286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480520.000000 Penalty: 37579.566406
Iteration 318Q: 18 clusters Score -8.448052e+07 nChanged 0
Entering ConstructFrom: 
Score: -84480520.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Entering Unmasked Estep 
Score: -1108234.250000 Penalty: 1506.516602
	Iteration 0F: 2 clusters Score -1108234 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 5372 members 
Entering Unmasked Estep 
Score: -1100638.125000 Penalty: 3013.033203
	Iteration 0F: 3 clusters Score -1100638 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1103069.250000 Penalty: 3013.033203
	Iteration 1F: 3 clusters Score -1103069 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1103292.375000 Penalty: 3013.033203
	Iteration 2F: 3 clusters Score -1103292 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1103478.875000 Penalty: 3013.033203
	Iteration 3Q: 3 clusters Score -1103479 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1103650.375000 Penalty: 3013.033203
	Iteration 4Q: 3 clusters Score -1103650 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1103871.375000 Penalty: 3013.033203
	Iteration 5Q: 3 clusters Score -1103871 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1104169.250000 Penalty: 3013.033203
	Iteration 6F: 3 clusters Score -1104169 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1104526.000000 Penalty: 3013.033203
	Iteration 7F: 3 clusters Score -1104526 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1104993.125000 Penalty: 3013.033203
	Iteration 8F: 3 clusters Score -1104993 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1105516.000000 Penalty: 3013.033203
	Iteration 9F: 3 clusters Score -1105516 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1105974.875000 Penalty: 3013.033203
	Iteration 10F: 3 clusters Score -1105975 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1106342.875000 Penalty: 3013.033203
	Iteration 11Q: 3 clusters Score -1106343 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1106587.625000 Penalty: 3013.033203
	Iteration 12Q: 3 clusters Score -1106588 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1106750.625000 Penalty: 3013.033203
	Iteration 13Q: 3 clusters Score -1106751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1106835.125000 Penalty: 3013.033203
	Iteration 14Q: 3 clusters Score -1106835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1106881.250000 Penalty: 3013.033203
	Iteration 15Q: 3 clusters Score -1106881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1106898.750000 Penalty: 3013.033203
	Iteration 16Q: 3 clusters Score -1106899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1106905.875000 Penalty: 3013.033203
	Iteration 17Q: 3 clusters Score -1106906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1106908.250000 Penalty: 3013.033203
	Iteration 18Q: 3 clusters Score -1106908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1106909.375000 Penalty: 3013.033203
	Iteration 19Q: 3 clusters Score -1106909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1106911.625000 Penalty: 3013.033203
	Iteration 20F: 3 clusters Score -1106912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9655.422852 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9655.423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9112.949219 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9112.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9122.655273 Penalty: 1512.537109
	Iteration 1Q: 3 clusters Score -9122.655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9122.655273 Penalty: 1512.537109
	Iteration 2F: 3 clusters Score -9122.655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Entering Unmasked Estep 
Score: -1280665.375000 Penalty: 1522.761841
	Iteration 0F: 2 clusters Score -1280665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1272376.500000 Penalty: 3045.523682
	Iteration 0F: 3 clusters Score -1272376 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1275202.500000 Penalty: 3045.523682
	Iteration 1F: 3 clusters Score -1275202 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1275516.625000 Penalty: 3045.523682
	Iteration 2F: 3 clusters Score -1275517 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1275773.500000 Penalty: 3045.523682
	Iteration 3F: 3 clusters Score -1275774 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1276036.750000 Penalty: 3045.523682
	Iteration 4Q: 3 clusters Score -1276037 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1276280.875000 Penalty: 3045.523682
	Iteration 5Q: 3 clusters Score -1276281 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1276516.875000 Penalty: 3045.523682
	Iteration 6Q: 3 clusters Score -1276517 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1276751.875000 Penalty: 3045.523682
	Iteration 7Q: 3 clusters Score -1276752 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1277012.125000 Penalty: 3045.523682
	Iteration 8Q: 3 clusters Score -1277012 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1277307.875000 Penalty: 3045.523682
	Iteration 9Q: 3 clusters Score -1277308 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1277684.125000 Penalty: 3045.523682
	Iteration 10Q: 3 clusters Score -1277684 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1278105.000000 Penalty: 3045.523682
	Iteration 11F: 3 clusters Score -1278105 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1278500.000000 Penalty: 3045.523682
	Iteration 12Q: 3 clusters Score -1278500 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1278797.375000 Penalty: 3045.523682
	Iteration 13Q: 3 clusters Score -1278797 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1279002.250000 Penalty: 3045.523682
	Iteration 14Q: 3 clusters Score -1279002 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1279138.500000 Penalty: 3045.523682
	Iteration 15Q: 3 clusters Score -1279138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1279229.500000 Penalty: 3045.523682
	Iteration 16Q: 3 clusters Score -1279230 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1279299.125000 Penalty: 3045.523682
	Iteration 17Q: 3 clusters Score -1279299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1279351.750000 Penalty: 3045.523682
	Iteration 18Q: 3 clusters Score -1279352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1279395.125000 Penalty: 3045.523682
	Iteration 19Q: 3 clusters Score -1279395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1279437.500000 Penalty: 3045.523682
	Iteration 20F: 3 clusters Score -1279438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1279487.000000 Penalty: 3045.523682
	Iteration 21Q: 3 clusters Score -1279487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1279536.500000 Penalty: 3045.523682
	Iteration 22Q: 3 clusters Score -1279536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1279578.250000 Penalty: 3045.523682
	Iteration 23Q: 3 clusters Score -1279578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1279604.000000 Penalty: 3045.523682
	Iteration 24Q: 3 clusters Score -1279604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1279642.000000 Penalty: 3045.523682
	Iteration 25Q: 3 clusters Score -1279642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1279676.625000 Penalty: 3045.523682
	Iteration 26Q: 3 clusters Score -1279677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1279716.625000 Penalty: 3045.523682
	Iteration 27Q: 3 clusters Score -1279717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1279740.750000 Penalty: 3045.523682
	Iteration 28Q: 3 clusters Score -1279741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1279769.750000 Penalty: 3045.523682
	Iteration 29Q: 3 clusters Score -1279770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1279800.250000 Penalty: 3045.523682
	Iteration 30Q: 3 clusters Score -1279800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1279823.625000 Penalty: 3045.523682
	Iteration 31Q: 3 clusters Score -1279824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1279844.250000 Penalty: 3045.523682
	Iteration 32Q: 3 clusters Score -1279844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1279856.000000 Penalty: 3045.523682
	Iteration 33Q: 3 clusters Score -1279856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1279866.750000 Penalty: 3045.523682
	Iteration 34Q: 3 clusters Score -1279867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1279877.125000 Penalty: 3045.523682
	Iteration 35Q: 3 clusters Score -1279877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1279887.125000 Penalty: 3045.523682
	Iteration 36Q: 3 clusters Score -1279887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1279899.500000 Penalty: 3045.523682
	Iteration 37Q: 3 clusters Score -1279900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1279908.125000 Penalty: 3045.523682
	Iteration 38Q: 3 clusters Score -1279908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1279912.000000 Penalty: 3045.523682
	Iteration 39Q: 3 clusters Score -1279912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1279919.500000 Penalty: 3045.523682
	Iteration 40F: 3 clusters Score -1279920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1279924.500000 Penalty: 3045.523682
	Iteration 41Q: 3 clusters Score -1279924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1279926.875000 Penalty: 3045.523682
	Iteration 42Q: 3 clusters Score -1279927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1279925.750000 Penalty: 3045.523682
	Iteration 43Q: 3 clusters Score -1279926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1279925.000000 Penalty: 3045.523682
	Iteration 44Q: 3 clusters Score -1279925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1279925.000000 Penalty: 3045.523682
	Iteration 45F: 3 clusters Score -1279925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -11016.119141 Penalty: 790.974365
	Iteration 0F: 2 clusters Score -11016.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10416.719727 Penalty: 1581.948730
	Iteration 0F: 3 clusters Score -10416.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10470.761719 Penalty: 1581.948730
	Iteration 1F: 3 clusters Score -10470.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10477.747070 Penalty: 1581.948730
	Iteration 2Q: 3 clusters Score -10477.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10477.747070 Penalty: 1581.948730
	Iteration 3F: 3 clusters Score -10477.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Entering Unmasked Estep 
Score: -2762626.500000 Penalty: 1654.855957
	Iteration 0F: 2 clusters Score -2762626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2744743.000000 Penalty: 3309.711914
	Iteration 0F: 3 clusters Score -2744743 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2751485.000000 Penalty: 3309.711914
	Iteration 1F: 3 clusters Score -2751485 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2751908.000000 Penalty: 3309.711914
	Iteration 2Q: 3 clusters Score -2751908 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2752324.250000 Penalty: 3309.711914
	Iteration 3Q: 3 clusters Score -2752324 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2752831.000000 Penalty: 3309.711914
	Iteration 4Q: 3 clusters Score -2752831 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2753481.750000 Penalty: 3309.711914
	Iteration 5Q: 3 clusters Score -2753482 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2754312.750000 Penalty: 3309.711914
	Iteration 6F: 3 clusters Score -2754313 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2755441.250000 Penalty: 3309.711914
	Iteration 7F: 3 clusters Score -2755441 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2756780.250000 Penalty: 3309.711914
	Iteration 8F: 3 clusters Score -2756780 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2758127.750000 Penalty: 3309.711914
	Iteration 9F: 3 clusters Score -2758128 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2759261.250000 Penalty: 3309.711914
	Iteration 10Q: 3 clusters Score -2759261 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2759951.500000 Penalty: 3309.711914
	Iteration 11Q: 3 clusters Score -2759952 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2760346.500000 Penalty: 3309.711914
	Iteration 12Q: 3 clusters Score -2760346 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2760647.250000 Penalty: 3309.711914
	Iteration 13Q: 3 clusters Score -2760647 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2760824.500000 Penalty: 3309.711914
	Iteration 14Q: 3 clusters Score -2760824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2760974.750000 Penalty: 3309.711914
	Iteration 15Q: 3 clusters Score -2760975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2761061.750000 Penalty: 3309.711914
	Iteration 16Q: 3 clusters Score -2761062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2761130.000000 Penalty: 3309.711914
	Iteration 17Q: 3 clusters Score -2761130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2761171.000000 Penalty: 3309.711914
	Iteration 18Q: 3 clusters Score -2761171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2761224.750000 Penalty: 3309.711914
	Iteration 19Q: 3 clusters Score -2761225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2761244.500000 Penalty: 3309.711914
	Iteration 20F: 3 clusters Score -2761244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2761272.750000 Penalty: 3309.711914
	Iteration 21Q: 3 clusters Score -2761273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2761288.750000 Penalty: 3309.711914
	Iteration 22Q: 3 clusters Score -2761289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2761293.500000 Penalty: 3309.711914
	Iteration 23Q: 3 clusters Score -2761294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2761303.000000 Penalty: 3309.711914
	Iteration 24Q: 3 clusters Score -2761303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2761303.750000 Penalty: 3309.711914
	Iteration 25Q: 3 clusters Score -2761304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2761313.750000 Penalty: 3309.711914
	Iteration 26Q: 3 clusters Score -2761314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2761328.750000 Penalty: 3309.711914
	Iteration 27Q: 3 clusters Score -2761329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2761338.750000 Penalty: 3309.711914
	Iteration 28Q: 3 clusters Score -2761339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2761344.500000 Penalty: 3309.711914
	Iteration 29Q: 3 clusters Score -2761344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2761358.250000 Penalty: 3309.711914
	Iteration 30Q: 3 clusters Score -2761358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2761372.500000 Penalty: 3309.711914
	Iteration 31Q: 3 clusters Score -2761372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2761374.000000 Penalty: 3309.711914
	Iteration 32Q: 3 clusters Score -2761374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2761381.000000 Penalty: 3309.711914
	Iteration 33Q: 3 clusters Score -2761381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2761386.250000 Penalty: 3309.711914
	Iteration 34Q: 3 clusters Score -2761386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2761391.000000 Penalty: 3309.711914
	Iteration 35Q: 3 clusters Score -2761391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2761394.000000 Penalty: 3309.711914
	Iteration 36Q: 3 clusters Score -2761394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2761399.750000 Penalty: 3309.711914
	Iteration 37Q: 3 clusters Score -2761400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2761404.250000 Penalty: 3309.711914
	Iteration 38Q: 3 clusters Score -2761404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2761408.750000 Penalty: 3309.711914
	Iteration 39Q: 3 clusters Score -2761409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2761417.750000 Penalty: 3309.711914
	Iteration 40F: 3 clusters Score -2761418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2761420.500000 Penalty: 3309.711914
	Iteration 41Q: 3 clusters Score -2761420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2761419.000000 Penalty: 3309.711914
	Iteration 42Q: 3 clusters Score -2761419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2761421.000000 Penalty: 3309.711914
	Iteration 43Q: 3 clusters Score -2761421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2761422.000000 Penalty: 3309.711914
	Iteration 44Q: 3 clusters Score -2761422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2761422.250000 Penalty: 3309.711914
	Iteration 45Q: 3 clusters Score -2761422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2761421.750000 Penalty: 3309.711914
	Iteration 46Q: 3 clusters Score -2761422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2761423.750000 Penalty: 3309.711914
	Iteration 47Q: 3 clusters Score -2761424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2761424.500000 Penalty: 3309.711914
	Iteration 48Q: 3 clusters Score -2761424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2761425.000000 Penalty: 3309.711914
	Iteration 49Q: 3 clusters Score -2761425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2761425.000000 Penalty: 3309.711914
	Iteration 50Q: 3 clusters Score -2761425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2761427.000000 Penalty: 3309.711914
	Iteration 51Q: 3 clusters Score -2761427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2761425.750000 Penalty: 3309.711914
	Iteration 52Q: 3 clusters Score -2761426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2761426.250000 Penalty: 3309.711914
	Iteration 53Q: 3 clusters Score -2761426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2761427.250000 Penalty: 3309.711914
	Iteration 54Q: 3 clusters Score -2761427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2761431.000000 Penalty: 3309.711914
	Iteration 55Q: 3 clusters Score -2761431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2761431.500000 Penalty: 3309.711914
	Iteration 56Q: 3 clusters Score -2761432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2761432.000000 Penalty: 3309.711914
	Iteration 57Q: 3 clusters Score -2761432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2761431.000000 Penalty: 3309.711914
	Iteration 58Q: 3 clusters Score -2761431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2761431.000000 Penalty: 3309.711914
	Iteration 59F: 3 clusters Score -2761431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Entering Unmasked Estep 
Score: -5782894.500000 Penalty: 1774.993774
	Iteration 0F: 2 clusters Score -5782894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5745863.500000 Penalty: 3549.987549
	Iteration 0F: 3 clusters Score -5745864 nChanged 25957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5760924.500000 Penalty: 3549.987549
	Iteration 1F: 3 clusters Score -5760924 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -5761450.000000 Penalty: 3549.987549
	Iteration 2Q: 3 clusters Score -5761450 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5762179.000000 Penalty: 3549.987549
	Iteration 3Q: 3 clusters Score -5762179 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5763149 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5764624 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5766702 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5769304.000000 Penalty: 3549.987549
	Iteration 7F: 3 clusters Score -5769304 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5771956.000000 Penalty: 3549.987549
	Iteration 8F: 3 clusters Score -5771956 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -5774639.500000 Penalty: 3549.987549
	Iteration 9Q: 3 clusters Score -5774640 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5777001.500000 Penalty: 3549.987549
	Iteration 10Q: 3 clusters Score -5777002 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5778529 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5779399 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5779972 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5780302 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -5780523.500000 Penalty: 3549.987549
	Iteration 15Q: 3 clusters Score -5780524 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5780676 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5780770 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5780844 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5780893 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -5780935.500000 Penalty: 3549.987549
	Iteration 20F: 3 clusters Score -5780936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -5780977.500000 Penalty: 3549.987549
	Iteration 21Q: 3 clusters Score -5780978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -5781008.500000 Penalty: 3549.987549
	Iteration 22Q: 3 clusters Score -5781008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -5781040.500000 Penalty: 3549.987549
	Iteration 23Q: 3 clusters Score -5781040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5781035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -5781052.000000 Penalty: 3549.987549
	Iteration 25Q: 3 clusters Score -5781052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5781091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -5781096.500000 Penalty: 3549.987549
	Iteration 27Q: 3 clusters Score -5781096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -5781130.000000 Penalty: 3549.987549
	Iteration 28Q: 3 clusters Score -5781130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -5781137.000000 Penalty: 3549.987549
	Iteration 29Q: 3 clusters Score -5781137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5781147.000000 Penalty: 3549.987549
	Iteration 30Q: 3 clusters Score -5781147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -5781148.500000 Penalty: 3549.987549
	Iteration 31Q: 3 clusters Score -5781148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -5781162.000000 Penalty: 3549.987549
	Iteration 32Q: 3 clusters Score -5781162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -5781156.500000 Penalty: 3549.987549
	Iteration 33Q: 3 clusters Score -5781156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -5781155.500000 Penalty: 3549.987549
	Iteration 34Q: 3 clusters Score -5781156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5781156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5781148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5781148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5781150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5781160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5781155 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5781166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5781162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5781161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -5781162.000000 Penalty: 3549.987549
	Iteration 44Q: 3 clusters Score -5781162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -5781164.500000 Penalty: 3549.987549
	Iteration 45Q: 3 clusters Score -5781164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -5781163.500000 Penalty: 3549.987549
	Iteration 46Q: 3 clusters Score -5781164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -5781174.000000 Penalty: 3549.987549
	Iteration 47Q: 3 clusters Score -5781174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -5781176.500000 Penalty: 3549.987549
	Iteration 48Q: 3 clusters Score -5781176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -5781181.500000 Penalty: 3549.987549
	Iteration 49Q: 3 clusters Score -5781182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -5781192.000000 Penalty: 3549.987549
	Iteration 50Q: 3 clusters Score -5781192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -5781199.000000 Penalty: 3549.987549
	Iteration 51Q: 3 clusters Score -5781199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -5781212.000000 Penalty: 3549.987549
	Iteration 52Q: 3 clusters Score -5781212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -5781213.000000 Penalty: 3549.987549
	Iteration 53Q: 3 clusters Score -5781213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -5781212.500000 Penalty: 3549.987549
	Iteration 54Q: 3 clusters Score -5781212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -5781225.000000 Penalty: 3549.987549
	Iteration 55Q: 3 clusters Score -5781225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -5781236.000000 Penalty: 3549.987549
	Iteration 56Q: 3 clusters Score -5781236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -5781236.000000 Penalty: 3549.987549
	Iteration 57Q: 3 clusters Score -5781236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -5781239.000000 Penalty: 3549.987549
	Iteration 58Q: 3 clusters Score -5781239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -5781242.500000 Penalty: 3549.987549
	Iteration 59Q: 3 clusters Score -5781242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -5781244.000000 Penalty: 3549.987549
	Iteration 60F: 3 clusters Score -5781244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -5781248.000000 Penalty: 3549.987549
	Iteration 61Q: 3 clusters Score -5781248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -5781244.000000 Penalty: 3549.987549
	Iteration 62Q: 3 clusters Score -5781244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -5781249.000000 Penalty: 3549.987549
	Iteration 63Q: 3 clusters Score -5781249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -5781239.500000 Penalty: 3549.987549
	Iteration 64Q: 3 clusters Score -5781240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -5781237.000000 Penalty: 3549.987549
	Iteration 65Q: 3 clusters Score -5781237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -5781239.500000 Penalty: 3549.987549
	Iteration 66Q: 3 clusters Score -5781240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -5781263.000000 Penalty: 3549.987549
	Iteration 67Q: 3 clusters Score -5781263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -5781263.500000 Penalty: 3549.987549
	Iteration 68Q: 3 clusters Score -5781264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -5781258.500000 Penalty: 3549.987549
	Iteration 69Q: 3 clusters Score -5781258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -5781250.500000 Penalty: 3549.987549
	Iteration 70Q: 3 clusters Score -5781250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -5781249.000000 Penalty: 3549.987549
	Iteration 71Q: 3 clusters Score -5781249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5781246.500000 Penalty: 3549.987549
	Iteration 72Q: 3 clusters Score -5781246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -5781259.000000 Penalty: 3549.987549
	Iteration 73Q: 3 clusters Score -5781259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -5781263.000000 Penalty: 3549.987549
	Iteration 74Q: 3 clusters Score -5781263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -5781266.500000 Penalty: 3549.987549
	Iteration 75Q: 3 clusters Score -5781266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -5781255.500000 Penalty: 3549.987549
	Iteration 76Q: 3 clusters Score -5781256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -5781257.000000 Penalty: 3549.987549
	Iteration 77Q: 3 clusters Score -5781257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5781250.500000 Penalty: 3549.987549
	Iteration 78Q: 3 clusters Score -5781250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -5781250.500000 Penalty: 3549.987549
	Iteration 79Q: 3 clusters Score -5781250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -5781253.000000 Penalty: 3549.987549
	Iteration 80F: 3 clusters Score -5781253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5781255.000000 Penalty: 3549.987549
	Iteration 81Q: 3 clusters Score -5781255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -5781247.500000 Penalty: 3549.987549
	Iteration 82Q: 3 clusters Score -5781248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -5781252.500000 Penalty: 3549.987549
	Iteration 83Q: 3 clusters Score -5781252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -5781247.500000 Penalty: 3549.987549
	Iteration 84Q: 3 clusters Score -5781248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5781247.500000 Penalty: 3549.987549
	Iteration 85Q: 3 clusters Score -5781248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5781248.000000 Penalty: 3549.987549
	Iteration 86Q: 3 clusters Score -5781248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -5781249.500000 Penalty: 3549.987549
	Iteration 87Q: 3 clusters Score -5781250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -5781255.500000 Penalty: 3549.987549
	Iteration 88Q: 3 clusters Score -5781256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -5781264.000000 Penalty: 3549.987549
	Iteration 89Q: 3 clusters Score -5781264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -5781258.000000 Penalty: 3549.987549
	Iteration 90Q: 3 clusters Score -5781258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -5781262.500000 Penalty: 3549.987549
	Iteration 91Q: 3 clusters Score -5781262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -5781258.500000 Penalty: 3549.987549
	Iteration 92Q: 3 clusters Score -5781258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5781252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -5781252.000000 Penalty: 3549.987549
	Iteration 94F: 3 clusters Score -5781252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13580 members 
Entering Unmasked Estep 
Score: -1436322.750000 Penalty: 1546.407471
	Iteration 0F: 2 clusters Score -1436323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1426840.250000 Penalty: 3092.814941
	Iteration 0F: 3 clusters Score -1426840 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1430051.375000 Penalty: 3092.814941
	Iteration 1F: 3 clusters Score -1430051 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1430385.500000 Penalty: 3092.814941
	Iteration 2F: 3 clusters Score -1430386 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1430751.125000 Penalty: 3092.814941
	Iteration 3F: 3 clusters Score -1430751 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1431197.125000 Penalty: 3092.814941
	Iteration 4F: 3 clusters Score -1431197 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1431786.625000 Penalty: 3092.814941
	Iteration 5F: 3 clusters Score -1431787 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1432503.000000 Penalty: 3092.814941
	Iteration 6F: 3 clusters Score -1432503 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1433229.750000 Penalty: 3092.814941
	Iteration 7F: 3 clusters Score -1433230 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1433852.125000 Penalty: 3092.814941
	Iteration 8F: 3 clusters Score -1433852 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1434320.250000 Penalty: 3092.814941
	Iteration 9Q: 3 clusters Score -1434320 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1434644.125000 Penalty: 3092.814941
	Iteration 10Q: 3 clusters Score -1434644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1434797.875000 Penalty: 3092.814941
	Iteration 11Q: 3 clusters Score -1434798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1434871.750000 Penalty: 3092.814941
	Iteration 12Q: 3 clusters Score -1434872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1434909.250000 Penalty: 3092.814941
	Iteration 13Q: 3 clusters Score -1434909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1434930.625000 Penalty: 3092.814941
	Iteration 14Q: 3 clusters Score -1434931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1434942.000000 Penalty: 3092.814941
	Iteration 15Q: 3 clusters Score -1434942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1434954.125000 Penalty: 3092.814941
	Iteration 16Q: 3 clusters Score -1434954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1434964.750000 Penalty: 3092.814941
	Iteration 17Q: 3 clusters Score -1434965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1434972.500000 Penalty: 3092.814941
	Iteration 18Q: 3 clusters Score -1434972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1434982.125000 Penalty: 3092.814941
	Iteration 19Q: 3 clusters Score -1434982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1434990.250000 Penalty: 3092.814941
	Iteration 20F: 3 clusters Score -1434990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1434999.500000 Penalty: 3092.814941
	Iteration 21Q: 3 clusters Score -1435000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1434999.500000 Penalty: 3092.814941
	Iteration 22F: 3 clusters Score -1435000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Entering Unmasked Estep 
Score: -1363573.375000 Penalty: 1539.039307
	Iteration 0F: 2 clusters Score -1363573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1354505.375000 Penalty: 3078.078613
	Iteration 0F: 3 clusters Score -1354505 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1357498.125000 Penalty: 3078.078613
	Iteration 1F: 3 clusters Score -1357498 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1357745.875000 Penalty: 3078.078613
	Iteration 2F: 3 clusters Score -1357746 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1357971.375000 Penalty: 3078.078613
	Iteration 3Q: 3 clusters Score -1357971 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1358216.250000 Penalty: 3078.078613
	Iteration 4Q: 3 clusters Score -1358216 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1358490.250000 Penalty: 3078.078613
	Iteration 5Q: 3 clusters Score -1358490 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1358785.750000 Penalty: 3078.078613
	Iteration 6Q: 3 clusters Score -1358786 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1359119.750000 Penalty: 3078.078613
	Iteration 7Q: 3 clusters Score -1359120 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1359506.375000 Penalty: 3078.078613
	Iteration 8F: 3 clusters Score -1359506 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1359902.125000 Penalty: 3078.078613
	Iteration 9F: 3 clusters Score -1359902 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1360347.750000 Penalty: 3078.078613
	Iteration 10F: 3 clusters Score -1360348 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1360778.250000 Penalty: 3078.078613
	Iteration 11Q: 3 clusters Score -1360778 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1361123.250000 Penalty: 3078.078613
	Iteration 12Q: 3 clusters Score -1361123 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1361407.750000 Penalty: 3078.078613
	Iteration 13Q: 3 clusters Score -1361408 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1361609.500000 Penalty: 3078.078613
	Iteration 14Q: 3 clusters Score -1361610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1361804.500000 Penalty: 3078.078613
	Iteration 15Q: 3 clusters Score -1361804 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1361941.875000 Penalty: 3078.078613
	Iteration 16Q: 3 clusters Score -1361942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1362045.750000 Penalty: 3078.078613
	Iteration 17Q: 3 clusters Score -1362046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1362125.000000 Penalty: 3078.078613
	Iteration 18Q: 3 clusters Score -1362125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1362191.625000 Penalty: 3078.078613
	Iteration 19Q: 3 clusters Score -1362192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1362247.500000 Penalty: 3078.078613
	Iteration 20F: 3 clusters Score -1362248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1362285.375000 Penalty: 3078.078613
	Iteration 21Q: 3 clusters Score -1362285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1362319.500000 Penalty: 3078.078613
	Iteration 22Q: 3 clusters Score -1362320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1362351.125000 Penalty: 3078.078613
	Iteration 23Q: 3 clusters Score -1362351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1362382.250000 Penalty: 3078.078613
	Iteration 24Q: 3 clusters Score -1362382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1362410.125000 Penalty: 3078.078613
	Iteration 25Q: 3 clusters Score -1362410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1362437.500000 Penalty: 3078.078613
	Iteration 26Q: 3 clusters Score -1362438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1362460.000000 Penalty: 3078.078613
	Iteration 27Q: 3 clusters Score -1362460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1362477.250000 Penalty: 3078.078613
	Iteration 28Q: 3 clusters Score -1362477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1362491.500000 Penalty: 3078.078613
	Iteration 29Q: 3 clusters Score -1362492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1362508.250000 Penalty: 3078.078613
	Iteration 30Q: 3 clusters Score -1362508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1362518.500000 Penalty: 3078.078613
	Iteration 31Q: 3 clusters Score -1362518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1362526.750000 Penalty: 3078.078613
	Iteration 32Q: 3 clusters Score -1362527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1362535.125000 Penalty: 3078.078613
	Iteration 33Q: 3 clusters Score -1362535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1362537.750000 Penalty: 3078.078613
	Iteration 34Q: 3 clusters Score -1362538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1362537.500000 Penalty: 3078.078613
	Iteration 35Q: 3 clusters Score -1362538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1362537.500000 Penalty: 3078.078613
	Iteration 36F: 3 clusters Score -1362538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -295962.093750 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -295962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293298.500000 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -293298.5 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -293957.343750 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -293957.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -294088.468750 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -294088.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -294175.062500 Penalty: 2598.036133
	Iteration 3F: 3 clusters Score -294175.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -294225.250000 Penalty: 2598.036133
	Iteration 4Q: 3 clusters Score -294225.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -294264.812500 Penalty: 2598.036133
	Iteration 5Q: 3 clusters Score -294264.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -294305.218750 Penalty: 2598.036133
	Iteration 6Q: 3 clusters Score -294305.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -294330.250000 Penalty: 2598.036133
	Iteration 7Q: 3 clusters Score -294330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -294350.625000 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -294350.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -294362.906250 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -294362.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -294371.718750 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -294371.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -294381.531250 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -294381.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -294390.437500 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -294390.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -294401.937500 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -294401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -294414.625000 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -294414.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -294429.968750 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -294430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -294452.562500 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -294452.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -294479.343750 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -294479.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -294511.093750 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -294511.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -294551.312500 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -294551.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -294591.531250 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -294591.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -294629.375000 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -294629.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -294671.062500 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -294671.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -294729.312500 Penalty: 2598.036133
	Iteration 23Q: 3 clusters Score -294729.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -294801.937500 Penalty: 2598.036133
	Iteration 24Q: 3 clusters Score -294801.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -294880.437500 Penalty: 2598.036133
	Iteration 25Q: 3 clusters Score -294880.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -294956.468750 Penalty: 2598.036133
	Iteration 26Q: 3 clusters Score -294956.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -295024.031250 Penalty: 2598.036133
	Iteration 27Q: 3 clusters Score -295024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -295087.750000 Penalty: 2598.036133
	Iteration 28Q: 3 clusters Score -295087.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -295128.812500 Penalty: 2598.036133
	Iteration 29Q: 3 clusters Score -295128.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295156.031250 Penalty: 2598.036133
	Iteration 30Q: 3 clusters Score -295156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295177.375000 Penalty: 2598.036133
	Iteration 31Q: 3 clusters Score -295177.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -295200.125000 Penalty: 2598.036133
	Iteration 32Q: 3 clusters Score -295200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295223.375000 Penalty: 2598.036133
	Iteration 33Q: 3 clusters Score -295223.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -295244.406250 Penalty: 2598.036133
	Iteration 34Q: 3 clusters Score -295244.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295269.656250 Penalty: 2598.036133
	Iteration 35Q: 3 clusters Score -295269.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -295284.343750 Penalty: 2598.036133
	Iteration 36Q: 3 clusters Score -295284.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295295.062500 Penalty: 2598.036133
	Iteration 37Q: 3 clusters Score -295295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295303.812500 Penalty: 2598.036133
	Iteration 38Q: 3 clusters Score -295303.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -295310.531250 Penalty: 2598.036133
	Iteration 39Q: 3 clusters Score -295310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -295316.531250 Penalty: 2598.036133
	Iteration 40F: 3 clusters Score -295316.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -295326.406250 Penalty: 2598.036133
	Iteration 41Q: 3 clusters Score -295326.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -295337.750000 Penalty: 2598.036133
	Iteration 42Q: 3 clusters Score -295337.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295351.906250 Penalty: 2598.036133
	Iteration 43Q: 3 clusters Score -295351.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -295372.875000 Penalty: 2598.036133
	Iteration 44Q: 3 clusters Score -295372.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295389.687500 Penalty: 2598.036133
	Iteration 45Q: 3 clusters Score -295389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -295407.968750 Penalty: 2598.036133
	Iteration 46Q: 3 clusters Score -295408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -295420.687500 Penalty: 2598.036133
	Iteration 47Q: 3 clusters Score -295420.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295432.781250 Penalty: 2598.036133
	Iteration 48Q: 3 clusters Score -295432.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -295448.218750 Penalty: 2598.036133
	Iteration 49Q: 3 clusters Score -295448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295455.500000 Penalty: 2598.036133
	Iteration 50Q: 3 clusters Score -295455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295458.031250 Penalty: 2598.036133
	Iteration 51Q: 3 clusters Score -295458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -295457.843750 Penalty: 2598.036133
	Iteration 52Q: 3 clusters Score -295457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295458.406250 Penalty: 2598.036133
	Iteration 53Q: 3 clusters Score -295458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295459.312500 Penalty: 2598.036133
	Iteration 54Q: 3 clusters Score -295459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -295461.468750 Penalty: 2598.036133
	Iteration 55Q: 3 clusters Score -295461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -295463.468750 Penalty: 2598.036133
	Iteration 56Q: 3 clusters Score -295463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -295465.156250 Penalty: 2598.036133
	Iteration 57Q: 3 clusters Score -295465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295467.593750 Penalty: 2598.036133
	Iteration 58Q: 3 clusters Score -295467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -295469.656250 Penalty: 2598.036133
	Iteration 59Q: 3 clusters Score -295469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -295470.562500 Penalty: 2598.036133
	Iteration 60F: 3 clusters Score -295470.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -502524.187500 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -502524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -498578.750000 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -498578.8 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -499624.187500 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -499624.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -499780.593750 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -499780.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -499859.843750 Penalty: 2764.624268
	Iteration 3Q: 3 clusters Score -499859.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -499917.250000 Penalty: 2764.624268
	Iteration 4Q: 3 clusters Score -499917.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -499961.593750 Penalty: 2764.624268
	Iteration 5Q: 3 clusters Score -499961.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -499994.406250 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -499994.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -500018.062500 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -500018.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -500037.718750 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -500037.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -500058.687500 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -500058.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -500082.875000 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -500082.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -500101.968750 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -500102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -500118.562500 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -500118.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -500129.875000 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -500129.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -500143.125000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -500143.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -500154.437500 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -500154.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -500167.218750 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -500167.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -500179.687500 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -500179.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -500197.531250 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -500197.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -500216.437500 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -500216.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -500237.843750 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -500237.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -500263.312500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -500263.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -500295.937500 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -500295.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -500334.531250 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -500334.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -500410.562500 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -500410.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -500546.875000 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -500546.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -500780.781250 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -500780.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -501131.125000 Penalty: 2764.624268
	Iteration 27F: 3 clusters Score -501131.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -501440.125000 Penalty: 2764.624268
	Iteration 28F: 3 clusters Score -501440.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -501648.656250 Penalty: 2764.624268
	Iteration 29F: 3 clusters Score -501648.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -501786.968750 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -501787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -501870.031250 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -501870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -501920.062500 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -501920.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -501949.250000 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -501949.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -501966.906250 Penalty: 2764.624268
	Iteration 34Q: 3 clusters Score -501966.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -501986.468750 Penalty: 2764.624268
	Iteration 35Q: 3 clusters Score -501986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -501995.500000 Penalty: 2764.624268
	Iteration 36Q: 3 clusters Score -501995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -502002.437500 Penalty: 2764.624268
	Iteration 37Q: 3 clusters Score -502002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -502010.468750 Penalty: 2764.624268
	Iteration 38Q: 3 clusters Score -502010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -502017.937500 Penalty: 2764.624268
	Iteration 39Q: 3 clusters Score -502017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -502023.062500 Penalty: 2764.624268
	Iteration 40F: 3 clusters Score -502023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -502028.625000 Penalty: 2764.624268
	Iteration 41Q: 3 clusters Score -502028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -502033.500000 Penalty: 2764.624268
	Iteration 42Q: 3 clusters Score -502033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -502038.500000 Penalty: 2764.624268
	Iteration 43Q: 3 clusters Score -502038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -502039.406250 Penalty: 2764.624268
	Iteration 44Q: 3 clusters Score -502039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -502042.406250 Penalty: 2764.624268
	Iteration 45Q: 3 clusters Score -502042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -502046.406250 Penalty: 2764.624268
	Iteration 46Q: 3 clusters Score -502046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -502050.093750 Penalty: 2764.624268
	Iteration 47Q: 3 clusters Score -502050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -502053.312500 Penalty: 2764.624268
	Iteration 48Q: 3 clusters Score -502053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -502053.250000 Penalty: 2764.624268
	Iteration 49Q: 3 clusters Score -502053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -502053.437500 Penalty: 2764.624268
	Iteration 50Q: 3 clusters Score -502053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -502053.437500 Penalty: 2764.624268
	Iteration 51F: 3 clusters Score -502053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -471332.312500 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -471332.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -467451.406250 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -467451.4 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -468478.375000 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -468478.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -468723.000000 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -468723 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -468904.781250 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -468904.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -469061.343750 Penalty: 2755.767090
	Iteration 4F: 3 clusters Score -469061.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -469218.968750 Penalty: 2755.767090
	Iteration 5Q: 3 clusters Score -469219 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -469402.531250 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -469402.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -469574.687500 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -469574.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -469717.437500 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -469717.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -469843.437500 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -469843.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -469917.156250 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -469917.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -469972.906250 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -469972.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -470026.000000 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -470026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -470081.062500 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -470081.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -470128.656250 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -470128.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -470161.812500 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -470161.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -470176.062500 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -470176.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -470187.156250 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -470187.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -470190.812500 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -470190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -470196.843750 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -470196.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -470205.656250 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -470205.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -470213.937500 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -470213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -470220.343750 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -470220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -470223.781250 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -470223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -470226.781250 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -470226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -470229.593750 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -470229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -470231.343750 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -470231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -470233.531250 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -470233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -470235.281250 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -470235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -470239.343750 Penalty: 2755.767090
	Iteration 29Q: 3 clusters Score -470239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -470238.937500 Penalty: 2755.767090
	Iteration 30Q: 3 clusters Score -470238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -470239.937500 Penalty: 2755.767090
	Iteration 31Q: 3 clusters Score -470239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -470240.406250 Penalty: 2755.767090
	Iteration 32Q: 3 clusters Score -470240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -470240.312500 Penalty: 2755.767090
	Iteration 33Q: 3 clusters Score -470240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -470240.312500 Penalty: 2755.767090
	Iteration 34F: 3 clusters Score -470240.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Entering Unmasked Estep 
Score: -7181437.000000 Penalty: 1804.146973
	Iteration 0F: 2 clusters Score -7181437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -7137086.000000 Penalty: 3608.293945
	Iteration 0F: 3 clusters Score -7137086 nChanged 31507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -7154950.500000 Penalty: 3608.293945
	Iteration 1F: 3 clusters Score -7154950 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7155425.500000 Penalty: 3608.293945
	Iteration 2Q: 3 clusters Score -7155426 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -7155999.000000 Penalty: 3608.293945
	Iteration 3Q: 3 clusters Score -7155999 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -7156610.500000 Penalty: 3608.293945
	Iteration 4Q: 3 clusters Score -7156610 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -7157535.500000 Penalty: 3608.293945
	Iteration 5Q: 3 clusters Score -7157536 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7159050.500000 Penalty: 3608.293945
	Iteration 6Q: 3 clusters Score -7159050 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7161246.500000 Penalty: 3608.293945
	Iteration 7F: 3 clusters Score -7161246 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -7164540.500000 Penalty: 3608.293945
	Iteration 8F: 3 clusters Score -7164540 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -7168564.000000 Penalty: 3608.293945
	Iteration 9F: 3 clusters Score -7168564 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -7172076.000000 Penalty: 3608.293945
	Iteration 10F: 3 clusters Score -7172076 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -7173924.500000 Penalty: 3608.293945
	Iteration 11Q: 3 clusters Score -7173924 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -7174848.000000 Penalty: 3608.293945
	Iteration 12Q: 3 clusters Score -7174848 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7175401.000000 Penalty: 3608.293945
	Iteration 13Q: 3 clusters Score -7175401 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -7175874.500000 Penalty: 3608.293945
	Iteration 14Q: 3 clusters Score -7175874 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -7176266.000000 Penalty: 3608.293945
	Iteration 15Q: 3 clusters Score -7176266 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -7176668.500000 Penalty: 3608.293945
	Iteration 16Q: 3 clusters Score -7176668 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -7176973.000000 Penalty: 3608.293945
	Iteration 17Q: 3 clusters Score -7176973 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7177214.500000 Penalty: 3608.293945
	Iteration 18Q: 3 clusters Score -7177214 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7177481.500000 Penalty: 3608.293945
	Iteration 19Q: 3 clusters Score -7177482 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -7177699.000000 Penalty: 3608.293945
	Iteration 20F: 3 clusters Score -7177699 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -7177922.500000 Penalty: 3608.293945
	Iteration 21Q: 3 clusters Score -7177922 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7178109.000000 Penalty: 3608.293945
	Iteration 22Q: 3 clusters Score -7178109 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7178247.000000 Penalty: 3608.293945
	Iteration 23Q: 3 clusters Score -7178247 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7178425.000000 Penalty: 3608.293945
	Iteration 24Q: 3 clusters Score -7178425 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -7178559.500000 Penalty: 3608.293945
	Iteration 25Q: 3 clusters Score -7178560 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -7178738.500000 Penalty: 3608.293945
	Iteration 26Q: 3 clusters Score -7178738 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -7178859.000000 Penalty: 3608.293945
	Iteration 27Q: 3 clusters Score -7178859 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -7178972.500000 Penalty: 3608.293945
	Iteration 28Q: 3 clusters Score -7178972 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -7179030.000000 Penalty: 3608.293945
	Iteration 29Q: 3 clusters Score -7179030 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7179140.500000 Penalty: 3608.293945
	Iteration 30Q: 3 clusters Score -7179140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -7179195.500000 Penalty: 3608.293945
	Iteration 31Q: 3 clusters Score -7179196 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -7179239.500000 Penalty: 3608.293945
	Iteration 32Q: 3 clusters Score -7179240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -7179286.000000 Penalty: 3608.293945
	Iteration 33Q: 3 clusters Score -7179286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -7179351.500000 Penalty: 3608.293945
	Iteration 34Q: 3 clusters Score -7179352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -7179400.500000 Penalty: 3608.293945
	Iteration 35Q: 3 clusters Score -7179400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -7179427.000000 Penalty: 3608.293945
	Iteration 36Q: 3 clusters Score -7179427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -7179463.500000 Penalty: 3608.293945
	Iteration 37Q: 3 clusters Score -7179464 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -7179501.500000 Penalty: 3608.293945
	Iteration 38Q: 3 clusters Score -7179502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -7179535.000000 Penalty: 3608.293945
	Iteration 39Q: 3 clusters Score -7179535 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -7179579.000000 Penalty: 3608.293945
	Iteration 40F: 3 clusters Score -7179579 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -7179632.500000 Penalty: 3608.293945
	Iteration 41Q: 3 clusters Score -7179632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -7179693.000000 Penalty: 3608.293945
	Iteration 42Q: 3 clusters Score -7179693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -7179727.000000 Penalty: 3608.293945
	Iteration 43Q: 3 clusters Score -7179727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -7179749.500000 Penalty: 3608.293945
	Iteration 44Q: 3 clusters Score -7179750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -7179765.000000 Penalty: 3608.293945
	Iteration 45Q: 3 clusters Score -7179765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -7179783.500000 Penalty: 3608.293945
	Iteration 46Q: 3 clusters Score -7179784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -7179814.500000 Penalty: 3608.293945
	Iteration 47Q: 3 clusters Score -7179814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -7179839.000000 Penalty: 3608.293945
	Iteration 48Q: 3 clusters Score -7179839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -7179846.500000 Penalty: 3608.293945
	Iteration 49Q: 3 clusters Score -7179846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -7179853.000000 Penalty: 3608.293945
	Iteration 50Q: 3 clusters Score -7179853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7179858.500000 Penalty: 3608.293945
	Iteration 51Q: 3 clusters Score -7179858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -7179861.500000 Penalty: 3608.293945
	Iteration 52Q: 3 clusters Score -7179862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -7179863.000000 Penalty: 3608.293945
	Iteration 53Q: 3 clusters Score -7179863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -7179866.000000 Penalty: 3608.293945
	Iteration 54Q: 3 clusters Score -7179866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -7179860.000000 Penalty: 3608.293945
	Iteration 55Q: 3 clusters Score -7179860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -7179867.500000 Penalty: 3608.293945
	Iteration 56Q: 3 clusters Score -7179868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -7179873.500000 Penalty: 3608.293945
	Iteration 57Q: 3 clusters Score -7179874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -7179880.500000 Penalty: 3608.293945
	Iteration 58Q: 3 clusters Score -7179880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -7179887.000000 Penalty: 3608.293945
	Iteration 59Q: 3 clusters Score -7179887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -7179895.500000 Penalty: 3608.293945
	Iteration 60F: 3 clusters Score -7179896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -7179901.500000 Penalty: 3608.293945
	Iteration 61Q: 3 clusters Score -7179902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -7179907.000000 Penalty: 3608.293945
	Iteration 62Q: 3 clusters Score -7179907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -7179903.000000 Penalty: 3608.293945
	Iteration 63Q: 3 clusters Score -7179903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7179921.500000 Penalty: 3608.293945
	Iteration 64Q: 3 clusters Score -7179922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -7179917.000000 Penalty: 3608.293945
	Iteration 65Q: 3 clusters Score -7179917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -7179925.000000 Penalty: 3608.293945
	Iteration 66Q: 3 clusters Score -7179925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -7179930.000000 Penalty: 3608.293945
	Iteration 67Q: 3 clusters Score -7179930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -7179932.500000 Penalty: 3608.293945
	Iteration 68Q: 3 clusters Score -7179932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7179929.500000 Penalty: 3608.293945
	Iteration 69Q: 3 clusters Score -7179930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -7179932.500000 Penalty: 3608.293945
	Iteration 70Q: 3 clusters Score -7179932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -7179931.000000 Penalty: 3608.293945
	Iteration 71Q: 3 clusters Score -7179931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -7179930.500000 Penalty: 3608.293945
	Iteration 72Q: 3 clusters Score -7179930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -7179932.000000 Penalty: 3608.293945
	Iteration 73Q: 3 clusters Score -7179932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -7179929.500000 Penalty: 3608.293945
	Iteration 74Q: 3 clusters Score -7179930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -7179930.000000 Penalty: 3608.293945
	Iteration 75Q: 3 clusters Score -7179930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -7179926.500000 Penalty: 3608.293945
	Iteration 76Q: 3 clusters Score -7179926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -7179926.500000 Penalty: 3608.293945
	Iteration 77F: 3 clusters Score -7179926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -8782.505859 Penalty: 763.828064
	Iteration 0F: 2 clusters Score -8782.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8226.290039 Penalty: 1527.656128
	Iteration 0F: 3 clusters Score -8226.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8271.745117 Penalty: 1527.656128
	Iteration 1F: 3 clusters Score -8271.745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8288.357422 Penalty: 1527.656128
	Iteration 2Q: 3 clusters Score -8288.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8291.610352 Penalty: 1527.656128
	Iteration 3Q: 3 clusters Score -8291.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8291.610352 Penalty: 1527.656128
	Iteration 4F: 3 clusters Score -8291.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165161 members 
Entering Unmasked Estep 
Score: -17673298.000000 Penalty: 1952.384888
	Iteration 0F: 2 clusters Score -1.76733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -17566600.000000 Penalty: 3904.769775
	Iteration 0F: 3 clusters Score -1.75666e+07 nChanged 79605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -17614372.000000 Penalty: 3904.769775
	Iteration 1F: 3 clusters Score -1.761437e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -17615974.000000 Penalty: 3904.769775
	Iteration 2Q: 3 clusters Score -1.761597e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -17618594.000000 Penalty: 3904.769775
	Iteration 3Q: 3 clusters Score -1.761859e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -17622800.000000 Penalty: 3904.769775
	Iteration 4Q: 3 clusters Score -1.76228e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -17629276.000000 Penalty: 3904.769775
	Iteration 5F: 3 clusters Score -1.762928e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -17638066.000000 Penalty: 3904.769775
	Iteration 6F: 3 clusters Score -1.763807e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -17647270.000000 Penalty: 3904.769775
	Iteration 7F: 3 clusters Score -1.764727e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -17654184.000000 Penalty: 3904.769775
	Iteration 8F: 3 clusters Score -1.765418e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -17657572.000000 Penalty: 3904.769775
	Iteration 9Q: 3 clusters Score -1.765757e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -17659036.000000 Penalty: 3904.769775
	Iteration 10Q: 3 clusters Score -1.765904e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -17659834.000000 Penalty: 3904.769775
	Iteration 11Q: 3 clusters Score -1.765983e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -17660534.000000 Penalty: 3904.769775
	Iteration 12Q: 3 clusters Score -1.766053e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -17660924.000000 Penalty: 3904.769775
	Iteration 13Q: 3 clusters Score -1.766092e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115604 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -17661164.000000 Penalty: 3904.769775
	Iteration 14Q: 3 clusters Score -1.766116e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116040 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -17661662.000000 Penalty: 3904.769775
	Iteration 15Q: 3 clusters Score -1.766166e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -17662110.000000 Penalty: 3904.769775
	Iteration 16Q: 3 clusters Score -1.766211e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -17662436.000000 Penalty: 3904.769775
	Iteration 17Q: 3 clusters Score -1.766244e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -17662752.000000 Penalty: 3904.769775
	Iteration 18Q: 3 clusters Score -1.766275e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -17663084.000000 Penalty: 3904.769775
	Iteration 19Q: 3 clusters Score -1.766308e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -17663442.000000 Penalty: 3904.769775
	Iteration 20F: 3 clusters Score -1.766344e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -17663830.000000 Penalty: 3904.769775
	Iteration 21Q: 3 clusters Score -1.766383e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -17664098.000000 Penalty: 3904.769775
	Iteration 22Q: 3 clusters Score -1.76641e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -17664272.000000 Penalty: 3904.769775
	Iteration 23Q: 3 clusters Score -1.766427e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -17664494.000000 Penalty: 3904.769775
	Iteration 24Q: 3 clusters Score -1.766449e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120245 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -17664614.000000 Penalty: 3904.769775
	Iteration 25Q: 3 clusters Score -1.766461e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -17664758.000000 Penalty: 3904.769775
	Iteration 26Q: 3 clusters Score -1.766476e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -17664952.000000 Penalty: 3904.769775
	Iteration 27Q: 3 clusters Score -1.766495e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -17665084.000000 Penalty: 3904.769775
	Iteration 28Q: 3 clusters Score -1.766508e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -17665290.000000 Penalty: 3904.769775
	Iteration 29Q: 3 clusters Score -1.766529e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -17665472.000000 Penalty: 3904.769775
	Iteration 30Q: 3 clusters Score -1.766547e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -17665518.000000 Penalty: 3904.769775
	Iteration 31Q: 3 clusters Score -1.766552e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -17665612.000000 Penalty: 3904.769775
	Iteration 32Q: 3 clusters Score -1.766561e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -17665760.000000 Penalty: 3904.769775
	Iteration 33Q: 3 clusters Score -1.766576e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -17665910.000000 Penalty: 3904.769775
	Iteration 34Q: 3 clusters Score -1.766591e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -17666078.000000 Penalty: 3904.769775
	Iteration 35Q: 3 clusters Score -1.766608e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -17666212.000000 Penalty: 3904.769775
	Iteration 36Q: 3 clusters Score -1.766621e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -17666370.000000 Penalty: 3904.769775
	Iteration 37Q: 3 clusters Score -1.766637e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -17666594.000000 Penalty: 3904.769775
	Iteration 38Q: 3 clusters Score -1.766659e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -17666780.000000 Penalty: 3904.769775
	Iteration 39Q: 3 clusters Score -1.766678e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -17667086.000000 Penalty: 3904.769775
	Iteration 40F: 3 clusters Score -1.766709e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135280 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -17667328.000000 Penalty: 3904.769775
	Iteration 41Q: 3 clusters Score -1.766733e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -17667740.000000 Penalty: 3904.769775
	Iteration 42Q: 3 clusters Score -1.766774e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138161 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -17668066.000000 Penalty: 3904.769775
	Iteration 43Q: 3 clusters Score -1.766807e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139638 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -17668330.000000 Penalty: 3904.769775
	Iteration 44Q: 3 clusters Score -1.766833e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141099 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -17668612.000000 Penalty: 3904.769775
	Iteration 45Q: 3 clusters Score -1.766861e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -17668950.000000 Penalty: 3904.769775
	Iteration 46Q: 3 clusters Score -1.766895e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -17669250.000000 Penalty: 3904.769775
	Iteration 47Q: 3 clusters Score -1.766925e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -17669504.000000 Penalty: 3904.769775
	Iteration 48Q: 3 clusters Score -1.76695e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146787 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -17669854.000000 Penalty: 3904.769775
	Iteration 49Q: 3 clusters Score -1.766985e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -17670172.000000 Penalty: 3904.769775
	Iteration 50Q: 3 clusters Score -1.767017e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -17670450.000000 Penalty: 3904.769775
	Iteration 51Q: 3 clusters Score -1.767045e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150540 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -17670742.000000 Penalty: 3904.769775
	Iteration 52Q: 3 clusters Score -1.767074e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151624 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -17670956.000000 Penalty: 3904.769775
	Iteration 53Q: 3 clusters Score -1.767096e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -17671130.000000 Penalty: 3904.769775
	Iteration 54Q: 3 clusters Score -1.767113e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -17671256.000000 Penalty: 3904.769775
	Iteration 55Q: 3 clusters Score -1.767126e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -17671302.000000 Penalty: 3904.769775
	Iteration 56Q: 3 clusters Score -1.76713e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -17671392.000000 Penalty: 3904.769775
	Iteration 57Q: 3 clusters Score -1.767139e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155978 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -17671446.000000 Penalty: 3904.769775
	Iteration 58Q: 3 clusters Score -1.767145e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -17671532.000000 Penalty: 3904.769775
	Iteration 59Q: 3 clusters Score -1.767153e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -17671552.000000 Penalty: 3904.769775
	Iteration 60F: 3 clusters Score -1.767155e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -17671558.000000 Penalty: 3904.769775
	Iteration 61Q: 3 clusters Score -1.767156e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -17671664.000000 Penalty: 3904.769775
	Iteration 62Q: 3 clusters Score -1.767166e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158833 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -17671760.000000 Penalty: 3904.769775
	Iteration 63Q: 3 clusters Score -1.767176e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -17671768.000000 Penalty: 3904.769775
	Iteration 64Q: 3 clusters Score -1.767177e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159588 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -17671786.000000 Penalty: 3904.769775
	Iteration 65Q: 3 clusters Score -1.767179e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159901 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -17671852.000000 Penalty: 3904.769775
	Iteration 66Q: 3 clusters Score -1.767185e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -17671898.000000 Penalty: 3904.769775
	Iteration 67Q: 3 clusters Score -1.76719e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160442 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -17671882.000000 Penalty: 3904.769775
	Iteration 68Q: 3 clusters Score -1.767188e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -17671926.000000 Penalty: 3904.769775
	Iteration 69Q: 3 clusters Score -1.767193e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160863 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -17671910.000000 Penalty: 3904.769775
	Iteration 70Q: 3 clusters Score -1.767191e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -17671952.000000 Penalty: 3904.769775
	Iteration 71Q: 3 clusters Score -1.767195e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -17671952.000000 Penalty: 3904.769775
	Iteration 72Q: 3 clusters Score -1.767195e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161384 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -17671950.000000 Penalty: 3904.769775
	Iteration 73Q: 3 clusters Score -1.767195e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -17671974.000000 Penalty: 3904.769775
	Iteration 74Q: 3 clusters Score -1.767197e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -17671992.000000 Penalty: 3904.769775
	Iteration 75Q: 3 clusters Score -1.767199e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -17671976.000000 Penalty: 3904.769775
	Iteration 76Q: 3 clusters Score -1.767198e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161876 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17671990.000000 Penalty: 3904.769775
	Iteration 77Q: 3 clusters Score -1.767199e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -17671974.000000 Penalty: 3904.769775
	Iteration 78Q: 3 clusters Score -1.767197e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17671982.000000 Penalty: 3904.769775
	Iteration 79Q: 3 clusters Score -1.767198e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -17672010.000000 Penalty: 3904.769775
	Iteration 80F: 3 clusters Score -1.767201e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17672030.000000 Penalty: 3904.769775
	Iteration 81Q: 3 clusters Score -1.767203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17672014.000000 Penalty: 3904.769775
	Iteration 82Q: 3 clusters Score -1.767201e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -17672012.000000 Penalty: 3904.769775
	Iteration 83Q: 3 clusters Score -1.767201e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -17672024.000000 Penalty: 3904.769775
	Iteration 84Q: 3 clusters Score -1.767202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17671994.000000 Penalty: 3904.769775
	Iteration 85Q: 3 clusters Score -1.767199e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162543 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -17671986.000000 Penalty: 3904.769775
	Iteration 86Q: 3 clusters Score -1.767199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162595 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -17672010.000000 Penalty: 3904.769775
	Iteration 87Q: 3 clusters Score -1.767201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162634 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -17671980.000000 Penalty: 3904.769775
	Iteration 88Q: 3 clusters Score -1.767198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -17671968.000000 Penalty: 3904.769775
	Iteration 89Q: 3 clusters Score -1.767197e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162719 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -17672002.000000 Penalty: 3904.769775
	Iteration 90Q: 3 clusters Score -1.7672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -17671996.000000 Penalty: 3904.769775
	Iteration 91Q: 3 clusters Score -1.7672e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -17672000.000000 Penalty: 3904.769775
	Iteration 92Q: 3 clusters Score -1.7672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162839 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -17672014.000000 Penalty: 3904.769775
	Iteration 93Q: 3 clusters Score -1.767201e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -17672000.000000 Penalty: 3904.769775
	Iteration 94Q: 3 clusters Score -1.7672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -17672014.000000 Penalty: 3904.769775
	Iteration 95Q: 3 clusters Score -1.767201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17672016.000000 Penalty: 3904.769775
	Iteration 96Q: 3 clusters Score -1.767202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162932 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -17672012.000000 Penalty: 3904.769775
	Iteration 97Q: 3 clusters Score -1.767201e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -17671990.000000 Penalty: 3904.769775
	Iteration 98Q: 3 clusters Score -1.767199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17671998.000000 Penalty: 3904.769775
	Iteration 99Q: 3 clusters Score -1.7672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17672010.000000 Penalty: 3904.769775
	Iteration 100F: 3 clusters Score -1.767201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -17671996.000000 Penalty: 3904.769775
	Iteration 101Q: 3 clusters Score -1.7672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17672020.000000 Penalty: 3904.769775
	Iteration 102Q: 3 clusters Score -1.767202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163032 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17672010.000000 Penalty: 3904.769775
	Iteration 103Q: 3 clusters Score -1.767201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17672018.000000 Penalty: 3904.769775
	Iteration 104Q: 3 clusters Score -1.767202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17672028.000000 Penalty: 3904.769775
	Iteration 105Q: 3 clusters Score -1.767203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17672040.000000 Penalty: 3904.769775
	Iteration 106Q: 3 clusters Score -1.767204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17672018.000000 Penalty: 3904.769775
	Iteration 107Q: 3 clusters Score -1.767202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17672034.000000 Penalty: 3904.769775
	Iteration 108Q: 3 clusters Score -1.767203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -17672024.000000 Penalty: 3904.769775
	Iteration 109Q: 3 clusters Score -1.767202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17672020.000000 Penalty: 3904.769775
	Iteration 110Q: 3 clusters Score -1.767202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163107 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17672026.000000 Penalty: 3904.769775
	Iteration 111Q: 3 clusters Score -1.767203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -17672024.000000 Penalty: 3904.769775
	Iteration 112Q: 3 clusters Score -1.767202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163121 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17672024.000000 Penalty: 3904.769775
	Iteration 113Q: 3 clusters Score -1.767202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163122 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -17672016.000000 Penalty: 3904.769775
	Iteration 114Q: 3 clusters Score -1.767202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17672014.000000 Penalty: 3904.769775
	Iteration 115Q: 3 clusters Score -1.767201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17672030.000000 Penalty: 3904.769775
	Iteration 116Q: 3 clusters Score -1.767203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17672030.000000 Penalty: 3904.769775
	Iteration 117Q: 3 clusters Score -1.767203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17672028.000000 Penalty: 3904.769775
	Iteration 118Q: 3 clusters Score -1.767203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17672030.000000 Penalty: 3904.769775
	Iteration 119Q: 3 clusters Score -1.767203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163122 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -17672024.000000 Penalty: 3904.769775
	Iteration 120F: 3 clusters Score -1.767202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -273309.406250 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -273309.4 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 1296 members 
Entering Unmasked Estep 
Score: -270807.593750 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -270807.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271354.031250 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -271354 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -271462.250000 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -271462.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271538.781250 Penalty: 2558.547852
	Iteration 3Q: 3 clusters Score -271538.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -271608.812500 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -271608.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -271662.062500 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -271662.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -271703.656250 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -271703.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -271741.156250 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -271741.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271780.406250 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -271780.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -271803.250000 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -271803.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271823.718750 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -271823.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -271846.843750 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -271846.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271863.406250 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -271863.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271877.906250 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -271877.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271891.656250 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -271891.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -271902.093750 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -271902.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271912.312500 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -271912.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -271919.812500 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -271919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271924.000000 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -271924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -271926.437500 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -271926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271927.781250 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -271927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -271929.250000 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -271929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271929.562500 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -271929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -271929.968750 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -271930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271929.843750 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -271929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271929.843750 Penalty: 2558.547852
	Iteration 25F: 3 clusters Score -271929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (268590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268590 members 
Entering Unmasked Estep 
Score: -28498784.000000 Penalty: 2031.402954
	Iteration 0F: 2 clusters Score -2.849878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -28330258.000000 Penalty: 4062.805908
	Iteration 0F: 3 clusters Score -2.833026e+07 nChanged 130542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 123627 members 
Entering Unmasked Estep 
Score: -28409450.000000 Penalty: 4062.805908
	Iteration 1F: 3 clusters Score -2.840945e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -28412480.000000 Penalty: 4062.805908
	Iteration 2Q: 3 clusters Score -2.841248e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 106218 members 
Entering Unmasked Estep 
Score: -28417658.000000 Penalty: 4062.805908
	Iteration 3F: 3 clusters Score -2.841766e+07 nChanged 17686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -28426914.000000 Penalty: 4062.805908
	Iteration 4F: 3 clusters Score -2.842691e+07 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -28439920.000000 Penalty: 4062.805908
	Iteration 5F: 3 clusters Score -2.843992e+07 nChanged 20841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210557 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -28455350.000000 Penalty: 4062.805908
	Iteration 6F: 3 clusters Score -2.845535e+07 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224018 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -28468804.000000 Penalty: 4062.805908
	Iteration 7F: 3 clusters Score -2.84688e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232316 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -28477620.000000 Penalty: 4062.805908
	Iteration 8Q: 3 clusters Score -2.847762e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237069 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -28482314.000000 Penalty: 4062.805908
	Iteration 9Q: 3 clusters Score -2.848231e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240394 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -28484640.000000 Penalty: 4062.805908
	Iteration 10Q: 3 clusters Score -2.848464e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243342 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -28486722.000000 Penalty: 4062.805908
	Iteration 11Q: 3 clusters Score -2.848672e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246084 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -28488420.000000 Penalty: 4062.805908
	Iteration 12Q: 3 clusters Score -2.848842e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248744 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -28489726.000000 Penalty: 4062.805908
	Iteration 13Q: 3 clusters Score -2.848973e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251365 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -28491060.000000 Penalty: 4062.805908
	Iteration 14Q: 3 clusters Score -2.849106e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253895 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -28491988.000000 Penalty: 4062.805908
	Iteration 15Q: 3 clusters Score -2.849199e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256135 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -28492856.000000 Penalty: 4062.805908
	Iteration 16Q: 3 clusters Score -2.849286e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258096 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -28493476.000000 Penalty: 4062.805908
	Iteration 17Q: 3 clusters Score -2.849348e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259760 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -28494164.000000 Penalty: 4062.805908
	Iteration 18Q: 3 clusters Score -2.849416e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261152 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -28494840.000000 Penalty: 4062.805908
	Iteration 19Q: 3 clusters Score -2.849484e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262335 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -28495336.000000 Penalty: 4062.805908
	Iteration 20F: 3 clusters Score -2.849534e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263301 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -28495624.000000 Penalty: 4062.805908
	Iteration 21Q: 3 clusters Score -2.849562e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264100 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -28495960.000000 Penalty: 4062.805908
	Iteration 22Q: 3 clusters Score -2.849596e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264728 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -28496272.000000 Penalty: 4062.805908
	Iteration 23Q: 3 clusters Score -2.849627e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265249 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -28496510.000000 Penalty: 4062.805908
	Iteration 24Q: 3 clusters Score -2.849651e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265673 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -28496648.000000 Penalty: 4062.805908
	Iteration 25Q: 3 clusters Score -2.849665e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266012 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -28496786.000000 Penalty: 4062.805908
	Iteration 26Q: 3 clusters Score -2.849679e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266294 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -28497006.000000 Penalty: 4062.805908
	Iteration 27Q: 3 clusters Score -2.849701e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266522 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 28Q: 3 clusters Score -2.849705e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266711 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -28497128.000000 Penalty: 4062.805908
	Iteration 29Q: 3 clusters Score -2.849713e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266862 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -28497178.000000 Penalty: 4062.805908
	Iteration 30Q: 3 clusters Score -2.849718e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266995 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -28497164.000000 Penalty: 4062.805908
	Iteration 31Q: 3 clusters Score -2.849716e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267084 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -28497134.000000 Penalty: 4062.805908
	Iteration 32Q: 3 clusters Score -2.849713e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267149 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -28497148.000000 Penalty: 4062.805908
	Iteration 33Q: 3 clusters Score -2.849715e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267210 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -28497178.000000 Penalty: 4062.805908
	Iteration 34Q: 3 clusters Score -2.849718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267266 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -28497202.000000 Penalty: 4062.805908
	Iteration 35Q: 3 clusters Score -2.84972e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267324 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -28497228.000000 Penalty: 4062.805908
	Iteration 36Q: 3 clusters Score -2.849723e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267357 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -28497252.000000 Penalty: 4062.805908
	Iteration 37Q: 3 clusters Score -2.849725e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -28497272.000000 Penalty: 4062.805908
	Iteration 38Q: 3 clusters Score -2.849727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267417 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -28497264.000000 Penalty: 4062.805908
	Iteration 39Q: 3 clusters Score -2.849726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267440 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -28497250.000000 Penalty: 4062.805908
	Iteration 40F: 3 clusters Score -2.849725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267456 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -28497242.000000 Penalty: 4062.805908
	Iteration 41Q: 3 clusters Score -2.849724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267470 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -28497234.000000 Penalty: 4062.805908
	Iteration 42Q: 3 clusters Score -2.849723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267491 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -28497264.000000 Penalty: 4062.805908
	Iteration 43Q: 3 clusters Score -2.849726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267508 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -28497258.000000 Penalty: 4062.805908
	Iteration 44Q: 3 clusters Score -2.849726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267531 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -28497290.000000 Penalty: 4062.805908
	Iteration 45Q: 3 clusters Score -2.849729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267549 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28497316.000000 Penalty: 4062.805908
	Iteration 46Q: 3 clusters Score -2.849732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267555 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -28497316.000000 Penalty: 4062.805908
	Iteration 47Q: 3 clusters Score -2.849732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267554 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -28497298.000000 Penalty: 4062.805908
	Iteration 48Q: 3 clusters Score -2.84973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28497332.000000 Penalty: 4062.805908
	Iteration 49Q: 3 clusters Score -2.849733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267571 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -28497336.000000 Penalty: 4062.805908
	Iteration 50Q: 3 clusters Score -2.849734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267571 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -28497352.000000 Penalty: 4062.805908
	Iteration 51Q: 3 clusters Score -2.849735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267575 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -28497338.000000 Penalty: 4062.805908
	Iteration 52Q: 3 clusters Score -2.849734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267580 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -28497362.000000 Penalty: 4062.805908
	Iteration 53Q: 3 clusters Score -2.849736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267582 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -28497366.000000 Penalty: 4062.805908
	Iteration 54Q: 3 clusters Score -2.849737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267581 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -28497384.000000 Penalty: 4062.805908
	Iteration 55Q: 3 clusters Score -2.849738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267585 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -28497378.000000 Penalty: 4062.805908
	Iteration 56Q: 3 clusters Score -2.849738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -28497372.000000 Penalty: 4062.805908
	Iteration 57Q: 3 clusters Score -2.849737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267588 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -28497386.000000 Penalty: 4062.805908
	Iteration 58Q: 3 clusters Score -2.849739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267590 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -28497392.000000 Penalty: 4062.805908
	Iteration 59Q: 3 clusters Score -2.849739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267590 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -28497394.000000 Penalty: 4062.805908
	Iteration 60F: 3 clusters Score -2.849739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267589 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -28497390.000000 Penalty: 4062.805908
	Iteration 61Q: 3 clusters Score -2.849739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267589 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -28497378.000000 Penalty: 4062.805908
	Iteration 62Q: 3 clusters Score -2.849738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267589 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -28497380.000000 Penalty: 4062.805908
	Iteration 63Q: 3 clusters Score -2.849738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267591 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -28497372.000000 Penalty: 4062.805908
	Iteration 64Q: 3 clusters Score -2.849737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -28497370.000000 Penalty: 4062.805908
	Iteration 65Q: 3 clusters Score -2.849737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267594 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -28497384.000000 Penalty: 4062.805908
	Iteration 66Q: 3 clusters Score -2.849738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267595 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -28497390.000000 Penalty: 4062.805908
	Iteration 67Q: 3 clusters Score -2.849739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267599 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -28497394.000000 Penalty: 4062.805908
	Iteration 68Q: 3 clusters Score -2.849739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267601 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -28497406.000000 Penalty: 4062.805908
	Iteration 69Q: 3 clusters Score -2.849741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267602 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -28497416.000000 Penalty: 4062.805908
	Iteration 70Q: 3 clusters Score -2.849742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267605 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -28497414.000000 Penalty: 4062.805908
	Iteration 71Q: 3 clusters Score -2.849741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267606 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -28497424.000000 Penalty: 4062.805908
	Iteration 72Q: 3 clusters Score -2.849742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267607 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -28497422.000000 Penalty: 4062.805908
	Iteration 73Q: 3 clusters Score -2.849742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267608 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -28497434.000000 Penalty: 4062.805908
	Iteration 74Q: 3 clusters Score -2.849743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267608 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -28497430.000000 Penalty: 4062.805908
	Iteration 75Q: 3 clusters Score -2.849743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267608 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -28497430.000000 Penalty: 4062.805908
	Iteration 76F: 3 clusters Score -2.849743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Entering Unmasked Estep 
Score: -17354702.000000 Penalty: 1949.531250
	Iteration 0F: 2 clusters Score -1.73547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -17249406.000000 Penalty: 3899.062500
	Iteration 0F: 3 clusters Score -1.724941e+07 nChanged 78305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -17296198.000000 Penalty: 3899.062500
	Iteration 1F: 3 clusters Score -1.72962e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -17298076.000000 Penalty: 3899.062500
	Iteration 2Q: 3 clusters Score -1.729808e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 94688 members 
Entering Unmasked Estep 
Score: -17301254.000000 Penalty: 3899.062500
	Iteration 3Q: 3 clusters Score -1.730125e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -17306078.000000 Penalty: 3899.062500
	Iteration 4F: 3 clusters Score -1.730608e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -17313528.000000 Penalty: 3899.062500
	Iteration 5F: 3 clusters Score -1.731353e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -17323462.000000 Penalty: 3899.062500
	Iteration 6F: 3 clusters Score -1.732346e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 134657 members 
Entering Unmasked Estep 
Score: -17334468.000000 Penalty: 3899.062500
	Iteration 7F: 3 clusters Score -1.733447e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -17343360.000000 Penalty: 3899.062500
	Iteration 8F: 3 clusters Score -1.734336e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -17349156.000000 Penalty: 3899.062500
	Iteration 9Q: 3 clusters Score -1.734916e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -17351666.000000 Penalty: 3899.062500
	Iteration 10Q: 3 clusters Score -1.735167e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 156181 members 
Entering Unmasked Estep 
Score: -17352682.000000 Penalty: 3899.062500
	Iteration 11Q: 3 clusters Score -1.735268e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -17353106.000000 Penalty: 3899.062500
	Iteration 12Q: 3 clusters Score -1.735311e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -17353290.000000 Penalty: 3899.062500
	Iteration 13Q: 3 clusters Score -1.735329e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -17353420.000000 Penalty: 3899.062500
	Iteration 14Q: 3 clusters Score -1.735342e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 159881 members 
Entering Unmasked Estep 
Score: -17353410.000000 Penalty: 3899.062500
	Iteration 15Q: 3 clusters Score -1.735341e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -17353464.000000 Penalty: 3899.062500
	Iteration 16Q: 3 clusters Score -1.735346e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -17353460.000000 Penalty: 3899.062500
	Iteration 17Q: 3 clusters Score -1.735346e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -17353454.000000 Penalty: 3899.062500
	Iteration 18Q: 3 clusters Score -1.735345e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -17353442.000000 Penalty: 3899.062500
	Iteration 19Q: 3 clusters Score -1.735344e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -17353426.000000 Penalty: 3899.062500
	Iteration 20F: 3 clusters Score -1.735343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 161102 members 
Entering Unmasked Estep 
Score: -17353456.000000 Penalty: 3899.062500
	Iteration 21Q: 3 clusters Score -1.735346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -17353408.000000 Penalty: 3899.062500
	Iteration 22Q: 3 clusters Score -1.735341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 161263 members 
Entering Unmasked Estep 
Score: -17353394.000000 Penalty: 3899.062500
	Iteration 23Q: 3 clusters Score -1.735339e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 161315 members 
Entering Unmasked Estep 
Score: -17353366.000000 Penalty: 3899.062500
	Iteration 24Q: 3 clusters Score -1.735337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -17353382.000000 Penalty: 3899.062500
	Iteration 25Q: 3 clusters Score -1.735338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -17353398.000000 Penalty: 3899.062500
	Iteration 26Q: 3 clusters Score -1.73534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -17353404.000000 Penalty: 3899.062500
	Iteration 27Q: 3 clusters Score -1.73534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -17353402.000000 Penalty: 3899.062500
	Iteration 28Q: 3 clusters Score -1.73534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -17353382.000000 Penalty: 3899.062500
	Iteration 29Q: 3 clusters Score -1.735338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -17353358.000000 Penalty: 3899.062500
	Iteration 30Q: 3 clusters Score -1.735336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 161475 members 
Entering Unmasked Estep 
Score: -17353340.000000 Penalty: 3899.062500
	Iteration 31Q: 3 clusters Score -1.735334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 161503 members 
Entering Unmasked Estep 
Score: -17353340.000000 Penalty: 3899.062500
	Iteration 32Q: 3 clusters Score -1.735334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 33Q: 3 clusters Score -1.735334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 161541 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 34Q: 3 clusters Score -1.735334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 161564 members 
Entering Unmasked Estep 
Score: -17353332.000000 Penalty: 3899.062500
	Iteration 35Q: 3 clusters Score -1.735333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -17353346.000000 Penalty: 3899.062500
	Iteration 36Q: 3 clusters Score -1.735335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -17353374.000000 Penalty: 3899.062500
	Iteration 37Q: 3 clusters Score -1.735337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -17353370.000000 Penalty: 3899.062500
	Iteration 38Q: 3 clusters Score -1.735337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -17353380.000000 Penalty: 3899.062500
	Iteration 39Q: 3 clusters Score -1.735338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 161631 members 
Entering Unmasked Estep 
Score: -17353392.000000 Penalty: 3899.062500
	Iteration 40F: 3 clusters Score -1.735339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -17353406.000000 Penalty: 3899.062500
	Iteration 41Q: 3 clusters Score -1.735341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -17353412.000000 Penalty: 3899.062500
	Iteration 42Q: 3 clusters Score -1.735341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 161681 members 
Entering Unmasked Estep 
Score: -17353408.000000 Penalty: 3899.062500
	Iteration 43Q: 3 clusters Score -1.735341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 161697 members 
Entering Unmasked Estep 
Score: -17353412.000000 Penalty: 3899.062500
	Iteration 44Q: 3 clusters Score -1.735341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161701 members 
Entering Unmasked Estep 
Score: -17353408.000000 Penalty: 3899.062500
	Iteration 45Q: 3 clusters Score -1.735341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 161705 members 
Entering Unmasked Estep 
Score: -17353400.000000 Penalty: 3899.062500
	Iteration 46Q: 3 clusters Score -1.73534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -17353404.000000 Penalty: 3899.062500
	Iteration 47Q: 3 clusters Score -1.73534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -17353400.000000 Penalty: 3899.062500
	Iteration 48Q: 3 clusters Score -1.73534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -17353404.000000 Penalty: 3899.062500
	Iteration 49Q: 3 clusters Score -1.73534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -17353402.000000 Penalty: 3899.062500
	Iteration 50Q: 3 clusters Score -1.73534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 161717 members 
Entering Unmasked Estep 
Score: -17353394.000000 Penalty: 3899.062500
	Iteration 51Q: 3 clusters Score -1.735339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -17353394.000000 Penalty: 3899.062500
	Iteration 52Q: 3 clusters Score -1.735339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -17353396.000000 Penalty: 3899.062500
	Iteration 53Q: 3 clusters Score -1.73534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -17353396.000000 Penalty: 3899.062500
	Iteration 54F: 3 clusters Score -1.73534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 130 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 55439 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 66333 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 165161 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 268590 members 
Mstep: Class 19 contains 162286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480520.000000 Penalty: 37579.566406
Iteration 319F: 18 clusters Score -8.448052e+07 nChanged 0
Entering ConstructFrom: 
Score: -84480520.000000 Penalty: 37579.566406
Entering ConstructFrom: 
Trying to split cluster 1 (10624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Entering Unmasked Estep 
Score: -1108234.250000 Penalty: 1506.516602
	Iteration 0F: 2 clusters Score -1108234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1100664.500000 Penalty: 3013.033203
	Iteration 0F: 3 clusters Score -1100664 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1103221.500000 Penalty: 3013.033203
	Iteration 1F: 3 clusters Score -1103222 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1103595.500000 Penalty: 3013.033203
	Iteration 2F: 3 clusters Score -1103596 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1103990.125000 Penalty: 3013.033203
	Iteration 3F: 3 clusters Score -1103990 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1104337.625000 Penalty: 3013.033203
	Iteration 4F: 3 clusters Score -1104338 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1104590.125000 Penalty: 3013.033203
	Iteration 5Q: 3 clusters Score -1104590 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1104777.625000 Penalty: 3013.033203
	Iteration 6Q: 3 clusters Score -1104778 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1104962.625000 Penalty: 3013.033203
	Iteration 7Q: 3 clusters Score -1104963 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1105137.000000 Penalty: 3013.033203
	Iteration 8Q: 3 clusters Score -1105137 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1105277.000000 Penalty: 3013.033203
	Iteration 9Q: 3 clusters Score -1105277 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1105393.125000 Penalty: 3013.033203
	Iteration 10Q: 3 clusters Score -1105393 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1105476.750000 Penalty: 3013.033203
	Iteration 11Q: 3 clusters Score -1105477 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1105547.875000 Penalty: 3013.033203
	Iteration 12Q: 3 clusters Score -1105548 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1105617.375000 Penalty: 3013.033203
	Iteration 13Q: 3 clusters Score -1105617 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1105689.875000 Penalty: 3013.033203
	Iteration 14Q: 3 clusters Score -1105690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1105766.000000 Penalty: 3013.033203
	Iteration 15Q: 3 clusters Score -1105766 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1105837.750000 Penalty: 3013.033203
	Iteration 16Q: 3 clusters Score -1105838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1105912.875000 Penalty: 3013.033203
	Iteration 17Q: 3 clusters Score -1105913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1105999.125000 Penalty: 3013.033203
	Iteration 18Q: 3 clusters Score -1105999 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1106097.125000 Penalty: 3013.033203
	Iteration 19Q: 3 clusters Score -1106097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1106196.875000 Penalty: 3013.033203
	Iteration 20F: 3 clusters Score -1106197 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1106304.000000 Penalty: 3013.033203
	Iteration 21Q: 3 clusters Score -1106304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1106413.125000 Penalty: 3013.033203
	Iteration 22Q: 3 clusters Score -1106413 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1106515.250000 Penalty: 3013.033203
	Iteration 23Q: 3 clusters Score -1106515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1106618.875000 Penalty: 3013.033203
	Iteration 24Q: 3 clusters Score -1106619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1106711.500000 Penalty: 3013.033203
	Iteration 25Q: 3 clusters Score -1106712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1106789.500000 Penalty: 3013.033203
	Iteration 26Q: 3 clusters Score -1106790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1106849.125000 Penalty: 3013.033203
	Iteration 27Q: 3 clusters Score -1106849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1106895.500000 Penalty: 3013.033203
	Iteration 28Q: 3 clusters Score -1106896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1106938.375000 Penalty: 3013.033203
	Iteration 29Q: 3 clusters Score -1106938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1106968.875000 Penalty: 3013.033203
	Iteration 30Q: 3 clusters Score -1106969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1106987.875000 Penalty: 3013.033203
	Iteration 31Q: 3 clusters Score -1106988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1107005.375000 Penalty: 3013.033203
	Iteration 32Q: 3 clusters Score -1107005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1107026.750000 Penalty: 3013.033203
	Iteration 33Q: 3 clusters Score -1107027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1107050.250000 Penalty: 3013.033203
	Iteration 34Q: 3 clusters Score -1107050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1107061.250000 Penalty: 3013.033203
	Iteration 35Q: 3 clusters Score -1107061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1107076.875000 Penalty: 3013.033203
	Iteration 36Q: 3 clusters Score -1107077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1107091.500000 Penalty: 3013.033203
	Iteration 37Q: 3 clusters Score -1107092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1107103.875000 Penalty: 3013.033203
	Iteration 38Q: 3 clusters Score -1107104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1107112.375000 Penalty: 3013.033203
	Iteration 39Q: 3 clusters Score -1107112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1107122.500000 Penalty: 3013.033203
	Iteration 40F: 3 clusters Score -1107122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1107133.125000 Penalty: 3013.033203
	Iteration 41Q: 3 clusters Score -1107133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1107138.750000 Penalty: 3013.033203
	Iteration 42Q: 3 clusters Score -1107139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1107143.625000 Penalty: 3013.033203
	Iteration 43Q: 3 clusters Score -1107144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1107148.500000 Penalty: 3013.033203
	Iteration 44Q: 3 clusters Score -1107148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1107157.000000 Penalty: 3013.033203
	Iteration 45Q: 3 clusters Score -1107157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1107168.750000 Penalty: 3013.033203
	Iteration 46Q: 3 clusters Score -1107169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1107185.250000 Penalty: 3013.033203
	Iteration 47Q: 3 clusters Score -1107185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1107202.000000 Penalty: 3013.033203
	Iteration 48Q: 3 clusters Score -1107202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1107217.500000 Penalty: 3013.033203
	Iteration 49Q: 3 clusters Score -1107218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1107226.750000 Penalty: 3013.033203
	Iteration 50Q: 3 clusters Score -1107227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1107229.125000 Penalty: 3013.033203
	Iteration 51Q: 3 clusters Score -1107229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1107241.250000 Penalty: 3013.033203
	Iteration 52Q: 3 clusters Score -1107241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1107251.625000 Penalty: 3013.033203
	Iteration 53Q: 3 clusters Score -1107252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1107278.500000 Penalty: 3013.033203
	Iteration 54Q: 3 clusters Score -1107278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1107294.625000 Penalty: 3013.033203
	Iteration 55Q: 3 clusters Score -1107295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1107302.125000 Penalty: 3013.033203
	Iteration 56Q: 3 clusters Score -1107302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1107306.000000 Penalty: 3013.033203
	Iteration 57Q: 3 clusters Score -1107306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1107308.125000 Penalty: 3013.033203
	Iteration 58Q: 3 clusters Score -1107308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1107308.875000 Penalty: 3013.033203
	Iteration 59Q: 3 clusters Score -1107309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1107311.500000 Penalty: 3013.033203
	Iteration 60F: 3 clusters Score -1107312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1107313.625000 Penalty: 3013.033203
	Iteration 61Q: 3 clusters Score -1107314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1107316.750000 Penalty: 3013.033203
	Iteration 62Q: 3 clusters Score -1107317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1107319.250000 Penalty: 3013.033203
	Iteration 63Q: 3 clusters Score -1107319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1107319.125000 Penalty: 3013.033203
	Iteration 64Q: 3 clusters Score -1107319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1107320.375000 Penalty: 3013.033203
	Iteration 65Q: 3 clusters Score -1107320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1107320.250000 Penalty: 3013.033203
	Iteration 66Q: 3 clusters Score -1107320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1107321.250000 Penalty: 3013.033203
	Iteration 67Q: 3 clusters Score -1107321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1107322.125000 Penalty: 3013.033203
	Iteration 68Q: 3 clusters Score -1107322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1107323.625000 Penalty: 3013.033203
	Iteration 69Q: 3 clusters Score -1107324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1107323.625000 Penalty: 3013.033203
	Iteration 70F: 3 clusters Score -1107324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9655.422852 Penalty: 756.268555
	Iteration 0F: 2 clusters Score -9655.423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9081.591797 Penalty: 1512.537109
	Iteration 0F: 3 clusters Score -9081.592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9117.825195 Penalty: 1512.537109
	Iteration 1F: 3 clusters Score -9117.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9139.865234 Penalty: 1512.537109
	Iteration 2Q: 3 clusters Score -9139.865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9142.779297 Penalty: 1512.537109
	Iteration 3Q: 3 clusters Score -9142.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9142.779297 Penalty: 1512.537109
	Iteration 4F: 3 clusters Score -9142.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Entering Unmasked Estep 
Score: -1280665.375000 Penalty: 1522.761841
	Iteration 0F: 2 clusters Score -1280665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1272429.500000 Penalty: 3045.523682
	Iteration 0F: 3 clusters Score -1272430 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1275343.125000 Penalty: 3045.523682
	Iteration 1F: 3 clusters Score -1275343 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1275805.500000 Penalty: 3045.523682
	Iteration 2F: 3 clusters Score -1275806 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1276213.375000 Penalty: 3045.523682
	Iteration 3F: 3 clusters Score -1276213 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1276603.625000 Penalty: 3045.523682
	Iteration 4F: 3 clusters Score -1276604 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1277041.625000 Penalty: 3045.523682
	Iteration 5F: 3 clusters Score -1277042 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1277504.000000 Penalty: 3045.523682
	Iteration 6F: 3 clusters Score -1277504 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1277946.000000 Penalty: 3045.523682
	Iteration 7F: 3 clusters Score -1277946 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1278302.125000 Penalty: 3045.523682
	Iteration 8Q: 3 clusters Score -1278302 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1278527.875000 Penalty: 3045.523682
	Iteration 9Q: 3 clusters Score -1278528 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1278659.625000 Penalty: 3045.523682
	Iteration 10Q: 3 clusters Score -1278660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1278743.250000 Penalty: 3045.523682
	Iteration 11Q: 3 clusters Score -1278743 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1278798.000000 Penalty: 3045.523682
	Iteration 12Q: 3 clusters Score -1278798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1278839.875000 Penalty: 3045.523682
	Iteration 13Q: 3 clusters Score -1278840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1278871.875000 Penalty: 3045.523682
	Iteration 14Q: 3 clusters Score -1278872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1278904.375000 Penalty: 3045.523682
	Iteration 15Q: 3 clusters Score -1278904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1278934.000000 Penalty: 3045.523682
	Iteration 16Q: 3 clusters Score -1278934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1278963.625000 Penalty: 3045.523682
	Iteration 17Q: 3 clusters Score -1278964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1278974.250000 Penalty: 3045.523682
	Iteration 18Q: 3 clusters Score -1278974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1278997.500000 Penalty: 3045.523682
	Iteration 19Q: 3 clusters Score -1278998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1279026.375000 Penalty: 3045.523682
	Iteration 20F: 3 clusters Score -1279026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1279046.500000 Penalty: 3045.523682
	Iteration 21Q: 3 clusters Score -1279046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1279061.875000 Penalty: 3045.523682
	Iteration 22Q: 3 clusters Score -1279062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1279080.125000 Penalty: 3045.523682
	Iteration 23Q: 3 clusters Score -1279080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1279105.625000 Penalty: 3045.523682
	Iteration 24Q: 3 clusters Score -1279106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1279117.375000 Penalty: 3045.523682
	Iteration 25Q: 3 clusters Score -1279117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1279128.375000 Penalty: 3045.523682
	Iteration 26Q: 3 clusters Score -1279128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1279151.250000 Penalty: 3045.523682
	Iteration 27Q: 3 clusters Score -1279151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1279174.500000 Penalty: 3045.523682
	Iteration 28Q: 3 clusters Score -1279174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1279196.500000 Penalty: 3045.523682
	Iteration 29Q: 3 clusters Score -1279196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1279224.500000 Penalty: 3045.523682
	Iteration 30Q: 3 clusters Score -1279224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1279246.625000 Penalty: 3045.523682
	Iteration 31Q: 3 clusters Score -1279247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1279274.375000 Penalty: 3045.523682
	Iteration 32Q: 3 clusters Score -1279274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1279303.375000 Penalty: 3045.523682
	Iteration 33Q: 3 clusters Score -1279303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1279332.875000 Penalty: 3045.523682
	Iteration 34Q: 3 clusters Score -1279333 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1279369.250000 Penalty: 3045.523682
	Iteration 35Q: 3 clusters Score -1279369 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1279397.000000 Penalty: 3045.523682
	Iteration 36Q: 3 clusters Score -1279397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1279423.625000 Penalty: 3045.523682
	Iteration 37Q: 3 clusters Score -1279424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1279446.125000 Penalty: 3045.523682
	Iteration 38Q: 3 clusters Score -1279446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1279469.500000 Penalty: 3045.523682
	Iteration 39Q: 3 clusters Score -1279470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1279495.625000 Penalty: 3045.523682
	Iteration 40F: 3 clusters Score -1279496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1279512.000000 Penalty: 3045.523682
	Iteration 41Q: 3 clusters Score -1279512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1279535.375000 Penalty: 3045.523682
	Iteration 42Q: 3 clusters Score -1279535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1279555.000000 Penalty: 3045.523682
	Iteration 43Q: 3 clusters Score -1279555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1279571.125000 Penalty: 3045.523682
	Iteration 44Q: 3 clusters Score -1279571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1279586.750000 Penalty: 3045.523682
	Iteration 45Q: 3 clusters Score -1279587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1279603.000000 Penalty: 3045.523682
	Iteration 46Q: 3 clusters Score -1279603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1279621.125000 Penalty: 3045.523682
	Iteration 47Q: 3 clusters Score -1279621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1279641.375000 Penalty: 3045.523682
	Iteration 48Q: 3 clusters Score -1279641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1279651.750000 Penalty: 3045.523682
	Iteration 49Q: 3 clusters Score -1279652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1279667.750000 Penalty: 3045.523682
	Iteration 50Q: 3 clusters Score -1279668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1279681.500000 Penalty: 3045.523682
	Iteration 51Q: 3 clusters Score -1279682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1279693.125000 Penalty: 3045.523682
	Iteration 52Q: 3 clusters Score -1279693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1279707.500000 Penalty: 3045.523682
	Iteration 53Q: 3 clusters Score -1279708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1279722.625000 Penalty: 3045.523682
	Iteration 54Q: 3 clusters Score -1279723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1279736.125000 Penalty: 3045.523682
	Iteration 55Q: 3 clusters Score -1279736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1279749.375000 Penalty: 3045.523682
	Iteration 56Q: 3 clusters Score -1279749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1279767.250000 Penalty: 3045.523682
	Iteration 57Q: 3 clusters Score -1279767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1279782.125000 Penalty: 3045.523682
	Iteration 58Q: 3 clusters Score -1279782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1279795.500000 Penalty: 3045.523682
	Iteration 59Q: 3 clusters Score -1279796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1279806.500000 Penalty: 3045.523682
	Iteration 60F: 3 clusters Score -1279806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1279808.000000 Penalty: 3045.523682
	Iteration 61Q: 3 clusters Score -1279808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1279815.625000 Penalty: 3045.523682
	Iteration 62Q: 3 clusters Score -1279816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1279815.875000 Penalty: 3045.523682
	Iteration 63Q: 3 clusters Score -1279816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1279826.500000 Penalty: 3045.523682
	Iteration 64Q: 3 clusters Score -1279826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1279830.875000 Penalty: 3045.523682
	Iteration 65Q: 3 clusters Score -1279831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1279840.375000 Penalty: 3045.523682
	Iteration 66Q: 3 clusters Score -1279840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1279853.125000 Penalty: 3045.523682
	Iteration 67Q: 3 clusters Score -1279853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1279856.375000 Penalty: 3045.523682
	Iteration 68Q: 3 clusters Score -1279856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1279863.250000 Penalty: 3045.523682
	Iteration 69Q: 3 clusters Score -1279863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1279865.000000 Penalty: 3045.523682
	Iteration 70Q: 3 clusters Score -1279865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1279867.875000 Penalty: 3045.523682
	Iteration 71Q: 3 clusters Score -1279868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1279868.125000 Penalty: 3045.523682
	Iteration 72Q: 3 clusters Score -1279868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1279873.375000 Penalty: 3045.523682
	Iteration 73Q: 3 clusters Score -1279873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1279877.500000 Penalty: 3045.523682
	Iteration 74Q: 3 clusters Score -1279878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1279880.750000 Penalty: 3045.523682
	Iteration 75Q: 3 clusters Score -1279881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1279885.875000 Penalty: 3045.523682
	Iteration 76Q: 3 clusters Score -1279886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1279889.375000 Penalty: 3045.523682
	Iteration 77Q: 3 clusters Score -1279889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1279894.500000 Penalty: 3045.523682
	Iteration 78Q: 3 clusters Score -1279894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1279896.500000 Penalty: 3045.523682
	Iteration 79Q: 3 clusters Score -1279896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1279900.125000 Penalty: 3045.523682
	Iteration 80F: 3 clusters Score -1279900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1279900.375000 Penalty: 3045.523682
	Iteration 81Q: 3 clusters Score -1279900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1279904.000000 Penalty: 3045.523682
	Iteration 82Q: 3 clusters Score -1279904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1279904.500000 Penalty: 3045.523682
	Iteration 83Q: 3 clusters Score -1279904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1279903.875000 Penalty: 3045.523682
	Iteration 84Q: 3 clusters Score -1279904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1279903.875000 Penalty: 3045.523682
	Iteration 85F: 3 clusters Score -1279904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -11016.119141 Penalty: 790.974365
	Iteration 0F: 2 clusters Score -11016.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10498.283203 Penalty: 1581.948730
	Iteration 0F: 3 clusters Score -10498.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10536.654297 Penalty: 1581.948730
	Iteration 1F: 3 clusters Score -10536.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10545.125977 Penalty: 1581.948730
	Iteration 2Q: 3 clusters Score -10545.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10548.963867 Penalty: 1581.948730
	Iteration 3Q: 3 clusters Score -10548.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10550.197266 Penalty: 1581.948730
	Iteration 4Q: 3 clusters Score -10550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10550.197266 Penalty: 1581.948730
	Iteration 5F: 3 clusters Score -10550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Entering Unmasked Estep 
Score: -2762626.500000 Penalty: 1654.855957
	Iteration 0F: 2 clusters Score -2762626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2744880.500000 Penalty: 3309.711914
	Iteration 0F: 3 clusters Score -2744880 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2751728.000000 Penalty: 3309.711914
	Iteration 1F: 3 clusters Score -2751728 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2752212.500000 Penalty: 3309.711914
	Iteration 2F: 3 clusters Score -2752212 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2752713.250000 Penalty: 3309.711914
	Iteration 3Q: 3 clusters Score -2752713 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2753250.500000 Penalty: 3309.711914
	Iteration 4Q: 3 clusters Score -2753250 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2753889.750000 Penalty: 3309.711914
	Iteration 5Q: 3 clusters Score -2753890 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2754802.750000 Penalty: 3309.711914
	Iteration 6F: 3 clusters Score -2754803 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2755981.500000 Penalty: 3309.711914
	Iteration 7F: 3 clusters Score -2755982 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2757391.000000 Penalty: 3309.711914
	Iteration 8F: 3 clusters Score -2757391 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2758520.250000 Penalty: 3309.711914
	Iteration 9F: 3 clusters Score -2758520 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2759130.500000 Penalty: 3309.711914
	Iteration 10Q: 3 clusters Score -2759130 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2759438.000000 Penalty: 3309.711914
	Iteration 11Q: 3 clusters Score -2759438 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2759593.500000 Penalty: 3309.711914
	Iteration 12Q: 3 clusters Score -2759594 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2759682.750000 Penalty: 3309.711914
	Iteration 13Q: 3 clusters Score -2759683 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2759768.000000 Penalty: 3309.711914
	Iteration 14Q: 3 clusters Score -2759768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2759835.000000 Penalty: 3309.711914
	Iteration 15Q: 3 clusters Score -2759835 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2759895.250000 Penalty: 3309.711914
	Iteration 16Q: 3 clusters Score -2759895 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2759948.500000 Penalty: 3309.711914
	Iteration 17Q: 3 clusters Score -2759948 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2760011.750000 Penalty: 3309.711914
	Iteration 18Q: 3 clusters Score -2760012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2760085.250000 Penalty: 3309.711914
	Iteration 19Q: 3 clusters Score -2760085 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2760145.750000 Penalty: 3309.711914
	Iteration 20F: 3 clusters Score -2760146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2760222.250000 Penalty: 3309.711914
	Iteration 21Q: 3 clusters Score -2760222 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2760305.500000 Penalty: 3309.711914
	Iteration 22Q: 3 clusters Score -2760306 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2760382.500000 Penalty: 3309.711914
	Iteration 23Q: 3 clusters Score -2760382 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2760456.500000 Penalty: 3309.711914
	Iteration 24Q: 3 clusters Score -2760456 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2760514.750000 Penalty: 3309.711914
	Iteration 25Q: 3 clusters Score -2760515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2760572.000000 Penalty: 3309.711914
	Iteration 26Q: 3 clusters Score -2760572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2760642.250000 Penalty: 3309.711914
	Iteration 27Q: 3 clusters Score -2760642 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2760725.500000 Penalty: 3309.711914
	Iteration 28Q: 3 clusters Score -2760726 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2760810.250000 Penalty: 3309.711914
	Iteration 29Q: 3 clusters Score -2760810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2760867.500000 Penalty: 3309.711914
	Iteration 30Q: 3 clusters Score -2760868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2760925.750000 Penalty: 3309.711914
	Iteration 31Q: 3 clusters Score -2760926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2760972.000000 Penalty: 3309.711914
	Iteration 32Q: 3 clusters Score -2760972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2761019.000000 Penalty: 3309.711914
	Iteration 33Q: 3 clusters Score -2761019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -2761056.750000 Penalty: 3309.711914
	Iteration 34Q: 3 clusters Score -2761057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2761093.250000 Penalty: 3309.711914
	Iteration 35Q: 3 clusters Score -2761093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2761124.750000 Penalty: 3309.711914
	Iteration 36Q: 3 clusters Score -2761125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2761156.000000 Penalty: 3309.711914
	Iteration 37Q: 3 clusters Score -2761156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2761180.250000 Penalty: 3309.711914
	Iteration 38Q: 3 clusters Score -2761180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2761201.500000 Penalty: 3309.711914
	Iteration 39Q: 3 clusters Score -2761202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2761216.750000 Penalty: 3309.711914
	Iteration 40F: 3 clusters Score -2761217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2761237.250000 Penalty: 3309.711914
	Iteration 41Q: 3 clusters Score -2761237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2761241.750000 Penalty: 3309.711914
	Iteration 42Q: 3 clusters Score -2761242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2761254.250000 Penalty: 3309.711914
	Iteration 43Q: 3 clusters Score -2761254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2761272.750000 Penalty: 3309.711914
	Iteration 44Q: 3 clusters Score -2761273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2761278.750000 Penalty: 3309.711914
	Iteration 45Q: 3 clusters Score -2761279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2761290.750000 Penalty: 3309.711914
	Iteration 46Q: 3 clusters Score -2761291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -2761295.000000 Penalty: 3309.711914
	Iteration 47Q: 3 clusters Score -2761295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2761303.500000 Penalty: 3309.711914
	Iteration 48Q: 3 clusters Score -2761304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -2761309.750000 Penalty: 3309.711914
	Iteration 49Q: 3 clusters Score -2761310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2761320.000000 Penalty: 3309.711914
	Iteration 50Q: 3 clusters Score -2761320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2761324.750000 Penalty: 3309.711914
	Iteration 51Q: 3 clusters Score -2761325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2761333.000000 Penalty: 3309.711914
	Iteration 52Q: 3 clusters Score -2761333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2761343.500000 Penalty: 3309.711914
	Iteration 53Q: 3 clusters Score -2761344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2761346.000000 Penalty: 3309.711914
	Iteration 54Q: 3 clusters Score -2761346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2761352.000000 Penalty: 3309.711914
	Iteration 55Q: 3 clusters Score -2761352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2761350.000000 Penalty: 3309.711914
	Iteration 56Q: 3 clusters Score -2761350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2761350.000000 Penalty: 3309.711914
	Iteration 57Q: 3 clusters Score -2761350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -2761352.750000 Penalty: 3309.711914
	Iteration 58Q: 3 clusters Score -2761353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2761353.250000 Penalty: 3309.711914
	Iteration 59Q: 3 clusters Score -2761353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2761354.250000 Penalty: 3309.711914
	Iteration 60F: 3 clusters Score -2761354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2761354.000000 Penalty: 3309.711914
	Iteration 61Q: 3 clusters Score -2761354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2761354.000000 Penalty: 3309.711914
	Iteration 62Q: 3 clusters Score -2761354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2761354.000000 Penalty: 3309.711914
	Iteration 63F: 3 clusters Score -2761354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Entering Unmasked Estep 
Score: -5782894.500000 Penalty: 1774.993774
	Iteration 0F: 2 clusters Score -5782894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -5745702.000000 Penalty: 3549.987549
	Iteration 0F: 3 clusters Score -5745702 nChanged 26137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5760376.000000 Penalty: 3549.987549
	Iteration 1F: 3 clusters Score -5760376 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5760803.000000 Penalty: 3549.987549
	Iteration 2Q: 3 clusters Score -5760803 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5761348.500000 Penalty: 3549.987549
	Iteration 3Q: 3 clusters Score -5761348 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5762164.000000 Penalty: 3549.987549
	Iteration 4Q: 3 clusters Score -5762164 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -5763336.000000 Penalty: 3549.987549
	Iteration 5Q: 3 clusters Score -5763336 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -5765202.000000 Penalty: 3549.987549
	Iteration 6F: 3 clusters Score -5765202 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5767867.000000 Penalty: 3549.987549
	Iteration 7F: 3 clusters Score -5767867 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5771213.000000 Penalty: 3549.987549
	Iteration 8F: 3 clusters Score -5771213 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -5774388.500000 Penalty: 3549.987549
	Iteration 9F: 3 clusters Score -5774388 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5776967.500000 Penalty: 3549.987549
	Iteration 10Q: 3 clusters Score -5776968 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5778707.000000 Penalty: 3549.987549
	Iteration 11Q: 3 clusters Score -5778707 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5779690.000000 Penalty: 3549.987549
	Iteration 12Q: 3 clusters Score -5779690 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5780252.500000 Penalty: 3549.987549
	Iteration 13Q: 3 clusters Score -5780252 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5780609.000000 Penalty: 3549.987549
	Iteration 14Q: 3 clusters Score -5780609 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5780832.000000 Penalty: 3549.987549
	Iteration 15Q: 3 clusters Score -5780832 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5780975.500000 Penalty: 3549.987549
	Iteration 16Q: 3 clusters Score -5780976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5781069.000000 Penalty: 3549.987549
	Iteration 17Q: 3 clusters Score -5781069 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5781137.500000 Penalty: 3549.987549
	Iteration 18Q: 3 clusters Score -5781138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5781210.500000 Penalty: 3549.987549
	Iteration 19Q: 3 clusters Score -5781210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5781234.500000 Penalty: 3549.987549
	Iteration 20F: 3 clusters Score -5781234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5781255.500000 Penalty: 3549.987549
	Iteration 21Q: 3 clusters Score -5781256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5781270.000000 Penalty: 3549.987549
	Iteration 22Q: 3 clusters Score -5781270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5781278.000000 Penalty: 3549.987549
	Iteration 23Q: 3 clusters Score -5781278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5781269.500000 Penalty: 3549.987549
	Iteration 24Q: 3 clusters Score -5781270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5781281.000000 Penalty: 3549.987549
	Iteration 25Q: 3 clusters Score -5781281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5781277.500000 Penalty: 3549.987549
	Iteration 26Q: 3 clusters Score -5781278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5781275.500000 Penalty: 3549.987549
	Iteration 27Q: 3 clusters Score -5781276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5781263.500000 Penalty: 3549.987549
	Iteration 28Q: 3 clusters Score -5781264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5781276.500000 Penalty: 3549.987549
	Iteration 29Q: 3 clusters Score -5781276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5781287.500000 Penalty: 3549.987549
	Iteration 30Q: 3 clusters Score -5781288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5781286.500000 Penalty: 3549.987549
	Iteration 31Q: 3 clusters Score -5781286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5781289.500000 Penalty: 3549.987549
	Iteration 32Q: 3 clusters Score -5781290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5781282.000000 Penalty: 3549.987549
	Iteration 33Q: 3 clusters Score -5781282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5781286.500000 Penalty: 3549.987549
	Iteration 34Q: 3 clusters Score -5781286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5781297.500000 Penalty: 3549.987549
	Iteration 35Q: 3 clusters Score -5781298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5781294.500000 Penalty: 3549.987549
	Iteration 36Q: 3 clusters Score -5781294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5781290.000000 Penalty: 3549.987549
	Iteration 37Q: 3 clusters Score -5781290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5781294.000000 Penalty: 3549.987549
	Iteration 38Q: 3 clusters Score -5781294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5781290.500000 Penalty: 3549.987549
	Iteration 39Q: 3 clusters Score -5781290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5781296.000000 Penalty: 3549.987549
	Iteration 40F: 3 clusters Score -5781296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5781300.000000 Penalty: 3549.987549
	Iteration 41Q: 3 clusters Score -5781300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5781299.000000 Penalty: 3549.987549
	Iteration 42Q: 3 clusters Score -5781299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5781304.000000 Penalty: 3549.987549
	Iteration 43Q: 3 clusters Score -5781304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5781314.000000 Penalty: 3549.987549
	Iteration 44Q: 3 clusters Score -5781314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5781320.000000 Penalty: 3549.987549
	Iteration 45Q: 3 clusters Score -5781320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5781313.000000 Penalty: 3549.987549
	Iteration 46Q: 3 clusters Score -5781313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5781315.500000 Penalty: 3549.987549
	Iteration 47Q: 3 clusters Score -5781316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5781335.500000 Penalty: 3549.987549
	Iteration 48Q: 3 clusters Score -5781336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5781339.500000 Penalty: 3549.987549
	Iteration 49Q: 3 clusters Score -5781340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5781346.500000 Penalty: 3549.987549
	Iteration 50Q: 3 clusters Score -5781346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5781350.500000 Penalty: 3549.987549
	Iteration 51Q: 3 clusters Score -5781350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5781364.000000 Penalty: 3549.987549
	Iteration 52Q: 3 clusters Score -5781364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5781365.000000 Penalty: 3549.987549
	Iteration 53Q: 3 clusters Score -5781365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5781369.500000 Penalty: 3549.987549
	Iteration 54Q: 3 clusters Score -5781370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5781377.500000 Penalty: 3549.987549
	Iteration 55Q: 3 clusters Score -5781378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5781376.000000 Penalty: 3549.987549
	Iteration 56Q: 3 clusters Score -5781376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5781378.500000 Penalty: 3549.987549
	Iteration 57Q: 3 clusters Score -5781378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5781383.500000 Penalty: 3549.987549
	Iteration 58Q: 3 clusters Score -5781384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5781383.000000 Penalty: 3549.987549
	Iteration 59Q: 3 clusters Score -5781383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5781381.000000 Penalty: 3549.987549
	Iteration 60F: 3 clusters Score -5781381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5781379.000000 Penalty: 3549.987549
	Iteration 61Q: 3 clusters Score -5781379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5781393.500000 Penalty: 3549.987549
	Iteration 62Q: 3 clusters Score -5781394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5781398.000000 Penalty: 3549.987549
	Iteration 63Q: 3 clusters Score -5781398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5781392.500000 Penalty: 3549.987549
	Iteration 64Q: 3 clusters Score -5781392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5781389.000000 Penalty: 3549.987549
	Iteration 65Q: 3 clusters Score -5781389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5781395.500000 Penalty: 3549.987549
	Iteration 66Q: 3 clusters Score -5781396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5781400.500000 Penalty: 3549.987549
	Iteration 67Q: 3 clusters Score -5781400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5781394.500000 Penalty: 3549.987549
	Iteration 68Q: 3 clusters Score -5781394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5781392.000000 Penalty: 3549.987549
	Iteration 69Q: 3 clusters Score -5781392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5781394.500000 Penalty: 3549.987549
	Iteration 70Q: 3 clusters Score -5781394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5781405.000000 Penalty: 3549.987549
	Iteration 71Q: 3 clusters Score -5781405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5781402.500000 Penalty: 3549.987549
	Iteration 72Q: 3 clusters Score -5781402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5781410.000000 Penalty: 3549.987549
	Iteration 73Q: 3 clusters Score -5781410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5781412.500000 Penalty: 3549.987549
	Iteration 74Q: 3 clusters Score -5781412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5781413.500000 Penalty: 3549.987549
	Iteration 75Q: 3 clusters Score -5781414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5781415.500000 Penalty: 3549.987549
	Iteration 76Q: 3 clusters Score -5781416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5781408.500000 Penalty: 3549.987549
	Iteration 77Q: 3 clusters Score -5781408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5781413.500000 Penalty: 3549.987549
	Iteration 78Q: 3 clusters Score -5781414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5781411.500000 Penalty: 3549.987549
	Iteration 79Q: 3 clusters Score -5781412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5781416.000000 Penalty: 3549.987549
	Iteration 80F: 3 clusters Score -5781416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5781412.000000 Penalty: 3549.987549
	Iteration 81Q: 3 clusters Score -5781412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5781408.500000 Penalty: 3549.987549
	Iteration 82Q: 3 clusters Score -5781408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5781416.000000 Penalty: 3549.987549
	Iteration 83Q: 3 clusters Score -5781416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5781421.500000 Penalty: 3549.987549
	Iteration 84Q: 3 clusters Score -5781422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5781423.500000 Penalty: 3549.987549
	Iteration 85Q: 3 clusters Score -5781424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5781420.500000 Penalty: 3549.987549
	Iteration 86Q: 3 clusters Score -5781420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5781420.500000 Penalty: 3549.987549
	Iteration 87Q: 3 clusters Score -5781420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5781419.000000 Penalty: 3549.987549
	Iteration 88Q: 3 clusters Score -5781419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5781418.000000 Penalty: 3549.987549
	Iteration 89Q: 3 clusters Score -5781418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5781414.500000 Penalty: 3549.987549
	Iteration 90Q: 3 clusters Score -5781414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5781422.500000 Penalty: 3549.987549
	Iteration 91Q: 3 clusters Score -5781422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5781430.500000 Penalty: 3549.987549
	Iteration 92Q: 3 clusters Score -5781430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5781431.000000 Penalty: 3549.987549
	Iteration 93Q: 3 clusters Score -5781431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5781428.000000 Penalty: 3549.987549
	Iteration 94Q: 3 clusters Score -5781428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5781429.500000 Penalty: 3549.987549
	Iteration 95Q: 3 clusters Score -5781430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5781429.500000 Penalty: 3549.987549
	Iteration 96F: 3 clusters Score -5781430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Entering Unmasked Estep 
Score: -1436322.750000 Penalty: 1546.407471
	Iteration 0F: 2 clusters Score -1436323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1426893.625000 Penalty: 3092.814941
	Iteration 0F: 3 clusters Score -1426894 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1430150.000000 Penalty: 3092.814941
	Iteration 1F: 3 clusters Score -1430150 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1430461.375000 Penalty: 3092.814941
	Iteration 2F: 3 clusters Score -1430461 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1430738.875000 Penalty: 3092.814941
	Iteration 3Q: 3 clusters Score -1430739 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1431017.750000 Penalty: 3092.814941
	Iteration 4Q: 3 clusters Score -1431018 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1431316.625000 Penalty: 3092.814941
	Iteration 5Q: 3 clusters Score -1431317 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1431622.625000 Penalty: 3092.814941
	Iteration 6Q: 3 clusters Score -1431623 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1431984.500000 Penalty: 3092.814941
	Iteration 7Q: 3 clusters Score -1431984 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1432323.000000 Penalty: 3092.814941
	Iteration 8Q: 3 clusters Score -1432323 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1432649.625000 Penalty: 3092.814941
	Iteration 9Q: 3 clusters Score -1432650 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1432926.750000 Penalty: 3092.814941
	Iteration 10Q: 3 clusters Score -1432927 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1433100.625000 Penalty: 3092.814941
	Iteration 11Q: 3 clusters Score -1433101 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1433234.125000 Penalty: 3092.814941
	Iteration 12Q: 3 clusters Score -1433234 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1433335.625000 Penalty: 3092.814941
	Iteration 13Q: 3 clusters Score -1433336 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1433403.375000 Penalty: 3092.814941
	Iteration 14Q: 3 clusters Score -1433403 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1433469.875000 Penalty: 3092.814941
	Iteration 15Q: 3 clusters Score -1433470 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1433530.250000 Penalty: 3092.814941
	Iteration 16Q: 3 clusters Score -1433530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1433593.125000 Penalty: 3092.814941
	Iteration 17Q: 3 clusters Score -1433593 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1433635.625000 Penalty: 3092.814941
	Iteration 18Q: 3 clusters Score -1433636 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1433672.375000 Penalty: 3092.814941
	Iteration 19Q: 3 clusters Score -1433672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1433708.750000 Penalty: 3092.814941
	Iteration 20F: 3 clusters Score -1433709 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1433738.500000 Penalty: 3092.814941
	Iteration 21Q: 3 clusters Score -1433738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1433767.000000 Penalty: 3092.814941
	Iteration 22Q: 3 clusters Score -1433767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1433787.000000 Penalty: 3092.814941
	Iteration 23Q: 3 clusters Score -1433787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1433820.000000 Penalty: 3092.814941
	Iteration 24Q: 3 clusters Score -1433820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1433855.750000 Penalty: 3092.814941
	Iteration 25Q: 3 clusters Score -1433856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1433885.625000 Penalty: 3092.814941
	Iteration 26Q: 3 clusters Score -1433886 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1433914.750000 Penalty: 3092.814941
	Iteration 27Q: 3 clusters Score -1433915 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1433944.750000 Penalty: 3092.814941
	Iteration 28Q: 3 clusters Score -1433945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1433980.875000 Penalty: 3092.814941
	Iteration 29Q: 3 clusters Score -1433981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1434036.375000 Penalty: 3092.814941
	Iteration 30Q: 3 clusters Score -1434036 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1434077.500000 Penalty: 3092.814941
	Iteration 31Q: 3 clusters Score -1434078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1434130.750000 Penalty: 3092.814941
	Iteration 32Q: 3 clusters Score -1434131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1434183.125000 Penalty: 3092.814941
	Iteration 33Q: 3 clusters Score -1434183 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1434239.125000 Penalty: 3092.814941
	Iteration 34Q: 3 clusters Score -1434239 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1434306.500000 Penalty: 3092.814941
	Iteration 35Q: 3 clusters Score -1434306 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1434405.125000 Penalty: 3092.814941
	Iteration 36Q: 3 clusters Score -1434405 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1434494.250000 Penalty: 3092.814941
	Iteration 37Q: 3 clusters Score -1434494 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1434580.250000 Penalty: 3092.814941
	Iteration 38Q: 3 clusters Score -1434580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1434666.250000 Penalty: 3092.814941
	Iteration 39Q: 3 clusters Score -1434666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1434761.000000 Penalty: 3092.814941
	Iteration 40F: 3 clusters Score -1434761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1434858.875000 Penalty: 3092.814941
	Iteration 41Q: 3 clusters Score -1434859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1434959.750000 Penalty: 3092.814941
	Iteration 42Q: 3 clusters Score -1434960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1435028.875000 Penalty: 3092.814941
	Iteration 43Q: 3 clusters Score -1435029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1435083.500000 Penalty: 3092.814941
	Iteration 44Q: 3 clusters Score -1435084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1435125.000000 Penalty: 3092.814941
	Iteration 45Q: 3 clusters Score -1435125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1435157.500000 Penalty: 3092.814941
	Iteration 46Q: 3 clusters Score -1435158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1435176.125000 Penalty: 3092.814941
	Iteration 47Q: 3 clusters Score -1435176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1435194.000000 Penalty: 3092.814941
	Iteration 48Q: 3 clusters Score -1435194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1435211.750000 Penalty: 3092.814941
	Iteration 49Q: 3 clusters Score -1435212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1435228.750000 Penalty: 3092.814941
	Iteration 50Q: 3 clusters Score -1435229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1435241.375000 Penalty: 3092.814941
	Iteration 51Q: 3 clusters Score -1435241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1435250.125000 Penalty: 3092.814941
	Iteration 52Q: 3 clusters Score -1435250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1435254.625000 Penalty: 3092.814941
	Iteration 53Q: 3 clusters Score -1435255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1435262.500000 Penalty: 3092.814941
	Iteration 54Q: 3 clusters Score -1435262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1435265.750000 Penalty: 3092.814941
	Iteration 55Q: 3 clusters Score -1435266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1435269.500000 Penalty: 3092.814941
	Iteration 56Q: 3 clusters Score -1435270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1435271.375000 Penalty: 3092.814941
	Iteration 57Q: 3 clusters Score -1435271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1435275.250000 Penalty: 3092.814941
	Iteration 58Q: 3 clusters Score -1435275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1435278.375000 Penalty: 3092.814941
	Iteration 59Q: 3 clusters Score -1435278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1435280.250000 Penalty: 3092.814941
	Iteration 60F: 3 clusters Score -1435280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1435281.375000 Penalty: 3092.814941
	Iteration 61Q: 3 clusters Score -1435281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1435282.250000 Penalty: 3092.814941
	Iteration 62Q: 3 clusters Score -1435282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1435287.000000 Penalty: 3092.814941
	Iteration 63Q: 3 clusters Score -1435287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1435288.750000 Penalty: 3092.814941
	Iteration 64Q: 3 clusters Score -1435289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1435288.250000 Penalty: 3092.814941
	Iteration 65Q: 3 clusters Score -1435288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1435292.500000 Penalty: 3092.814941
	Iteration 66Q: 3 clusters Score -1435292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1435295.375000 Penalty: 3092.814941
	Iteration 67Q: 3 clusters Score -1435295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1435297.250000 Penalty: 3092.814941
	Iteration 68Q: 3 clusters Score -1435297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1435300.500000 Penalty: 3092.814941
	Iteration 69Q: 3 clusters Score -1435300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1435304.375000 Penalty: 3092.814941
	Iteration 70Q: 3 clusters Score -1435304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1435304.750000 Penalty: 3092.814941
	Iteration 71Q: 3 clusters Score -1435305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1435309.375000 Penalty: 3092.814941
	Iteration 72Q: 3 clusters Score -1435309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1435311.875000 Penalty: 3092.814941
	Iteration 73Q: 3 clusters Score -1435312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1435310.750000 Penalty: 3092.814941
	Iteration 74Q: 3 clusters Score -1435311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1435314.625000 Penalty: 3092.814941
	Iteration 75Q: 3 clusters Score -1435315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1435316.375000 Penalty: 3092.814941
	Iteration 76Q: 3 clusters Score -1435316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1435316.375000 Penalty: 3092.814941
	Iteration 77F: 3 clusters Score -1435316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Entering Unmasked Estep 
Score: -1363573.375000 Penalty: 1539.039307
	Iteration 0F: 2 clusters Score -1363573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1354482.625000 Penalty: 3078.078613
	Iteration 0F: 3 clusters Score -1354483 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1357559.125000 Penalty: 3078.078613
	Iteration 1F: 3 clusters Score -1357559 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1357850.250000 Penalty: 3078.078613
	Iteration 2F: 3 clusters Score -1357850 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1358088.750000 Penalty: 3078.078613
	Iteration 3Q: 3 clusters Score -1358089 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1358303.375000 Penalty: 3078.078613
	Iteration 4Q: 3 clusters Score -1358303 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1358541.125000 Penalty: 3078.078613
	Iteration 5Q: 3 clusters Score -1358541 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1358821.500000 Penalty: 3078.078613
	Iteration 6Q: 3 clusters Score -1358822 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1359186.875000 Penalty: 3078.078613
	Iteration 7Q: 3 clusters Score -1359187 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1359650.125000 Penalty: 3078.078613
	Iteration 8F: 3 clusters Score -1359650 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1360123.250000 Penalty: 3078.078613
	Iteration 9F: 3 clusters Score -1360123 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1360506.375000 Penalty: 3078.078613
	Iteration 10Q: 3 clusters Score -1360506 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1360794.625000 Penalty: 3078.078613
	Iteration 11Q: 3 clusters Score -1360795 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1360963.375000 Penalty: 3078.078613
	Iteration 12Q: 3 clusters Score -1360963 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1361049.625000 Penalty: 3078.078613
	Iteration 13Q: 3 clusters Score -1361050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1361107.000000 Penalty: 3078.078613
	Iteration 14Q: 3 clusters Score -1361107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1361146.750000 Penalty: 3078.078613
	Iteration 15Q: 3 clusters Score -1361147 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1361179.000000 Penalty: 3078.078613
	Iteration 16Q: 3 clusters Score -1361179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1361202.625000 Penalty: 3078.078613
	Iteration 17Q: 3 clusters Score -1361203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1361237.125000 Penalty: 3078.078613
	Iteration 18Q: 3 clusters Score -1361237 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1361262.625000 Penalty: 3078.078613
	Iteration 19Q: 3 clusters Score -1361263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1361283.125000 Penalty: 3078.078613
	Iteration 20F: 3 clusters Score -1361283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1361301.250000 Penalty: 3078.078613
	Iteration 21Q: 3 clusters Score -1361301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1361321.875000 Penalty: 3078.078613
	Iteration 22Q: 3 clusters Score -1361322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1361332.875000 Penalty: 3078.078613
	Iteration 23Q: 3 clusters Score -1361333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1361357.000000 Penalty: 3078.078613
	Iteration 24Q: 3 clusters Score -1361357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1361376.750000 Penalty: 3078.078613
	Iteration 25Q: 3 clusters Score -1361377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1361395.500000 Penalty: 3078.078613
	Iteration 26Q: 3 clusters Score -1361396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1361418.250000 Penalty: 3078.078613
	Iteration 27Q: 3 clusters Score -1361418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1361439.625000 Penalty: 3078.078613
	Iteration 28Q: 3 clusters Score -1361440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1361458.625000 Penalty: 3078.078613
	Iteration 29Q: 3 clusters Score -1361459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1361467.125000 Penalty: 3078.078613
	Iteration 30Q: 3 clusters Score -1361467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1361481.750000 Penalty: 3078.078613
	Iteration 31Q: 3 clusters Score -1361482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1361494.375000 Penalty: 3078.078613
	Iteration 32Q: 3 clusters Score -1361494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1361503.500000 Penalty: 3078.078613
	Iteration 33Q: 3 clusters Score -1361504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1361516.125000 Penalty: 3078.078613
	Iteration 34Q: 3 clusters Score -1361516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1361528.375000 Penalty: 3078.078613
	Iteration 35Q: 3 clusters Score -1361528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1361539.750000 Penalty: 3078.078613
	Iteration 36Q: 3 clusters Score -1361540 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1361569.125000 Penalty: 3078.078613
	Iteration 37Q: 3 clusters Score -1361569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1361583.625000 Penalty: 3078.078613
	Iteration 38Q: 3 clusters Score -1361584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1361600.125000 Penalty: 3078.078613
	Iteration 39Q: 3 clusters Score -1361600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1361617.875000 Penalty: 3078.078613
	Iteration 40F: 3 clusters Score -1361618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1361634.625000 Penalty: 3078.078613
	Iteration 41Q: 3 clusters Score -1361635 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1361655.875000 Penalty: 3078.078613
	Iteration 42Q: 3 clusters Score -1361656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1361675.875000 Penalty: 3078.078613
	Iteration 43Q: 3 clusters Score -1361676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1361695.875000 Penalty: 3078.078613
	Iteration 44Q: 3 clusters Score -1361696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1361717.875000 Penalty: 3078.078613
	Iteration 45Q: 3 clusters Score -1361718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1361743.625000 Penalty: 3078.078613
	Iteration 46Q: 3 clusters Score -1361744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1361767.375000 Penalty: 3078.078613
	Iteration 47Q: 3 clusters Score -1361767 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1361794.000000 Penalty: 3078.078613
	Iteration 48Q: 3 clusters Score -1361794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1361829.500000 Penalty: 3078.078613
	Iteration 49Q: 3 clusters Score -1361830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1361865.500000 Penalty: 3078.078613
	Iteration 50Q: 3 clusters Score -1361866 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1361908.375000 Penalty: 3078.078613
	Iteration 51Q: 3 clusters Score -1361908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1361951.375000 Penalty: 3078.078613
	Iteration 52Q: 3 clusters Score -1361951 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1362002.625000 Penalty: 3078.078613
	Iteration 53Q: 3 clusters Score -1362003 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1362063.375000 Penalty: 3078.078613
	Iteration 54Q: 3 clusters Score -1362063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1362122.125000 Penalty: 3078.078613
	Iteration 55Q: 3 clusters Score -1362122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1362188.625000 Penalty: 3078.078613
	Iteration 56Q: 3 clusters Score -1362189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1362250.375000 Penalty: 3078.078613
	Iteration 57Q: 3 clusters Score -1362250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1362330.375000 Penalty: 3078.078613
	Iteration 58Q: 3 clusters Score -1362330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1362399.375000 Penalty: 3078.078613
	Iteration 59Q: 3 clusters Score -1362399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1362468.000000 Penalty: 3078.078613
	Iteration 60F: 3 clusters Score -1362468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1362529.000000 Penalty: 3078.078613
	Iteration 61Q: 3 clusters Score -1362529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1362561.625000 Penalty: 3078.078613
	Iteration 62Q: 3 clusters Score -1362562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1362590.750000 Penalty: 3078.078613
	Iteration 63Q: 3 clusters Score -1362591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1362611.250000 Penalty: 3078.078613
	Iteration 64Q: 3 clusters Score -1362611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1362624.875000 Penalty: 3078.078613
	Iteration 65Q: 3 clusters Score -1362625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1362630.375000 Penalty: 3078.078613
	Iteration 66Q: 3 clusters Score -1362630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1362640.625000 Penalty: 3078.078613
	Iteration 67Q: 3 clusters Score -1362641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1362643.500000 Penalty: 3078.078613
	Iteration 68Q: 3 clusters Score -1362644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1362646.625000 Penalty: 3078.078613
	Iteration 69Q: 3 clusters Score -1362647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1362648.625000 Penalty: 3078.078613
	Iteration 70Q: 3 clusters Score -1362649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1362651.875000 Penalty: 3078.078613
	Iteration 71Q: 3 clusters Score -1362652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1362651.750000 Penalty: 3078.078613
	Iteration 72Q: 3 clusters Score -1362652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1362651.125000 Penalty: 3078.078613
	Iteration 73Q: 3 clusters Score -1362651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1362651.125000 Penalty: 3078.078613
	Iteration 74F: 3 clusters Score -1362651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -295962.093750 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -295962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293290.968750 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -293291 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -294026.250000 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -294026.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -294183.281250 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -294183.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -294277.781250 Penalty: 2598.036133
	Iteration 3F: 3 clusters Score -294277.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -294327.125000 Penalty: 2598.036133
	Iteration 4Q: 3 clusters Score -294327.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -294357.093750 Penalty: 2598.036133
	Iteration 5Q: 3 clusters Score -294357.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -294381.187500 Penalty: 2598.036133
	Iteration 6Q: 3 clusters Score -294381.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294405.875000 Penalty: 2598.036133
	Iteration 7Q: 3 clusters Score -294405.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -294424.875000 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -294424.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -294446.343750 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -294446.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -294474.562500 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -294474.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -294504.468750 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -294504.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -294527.687500 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -294527.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294556.250000 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -294556.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -294576.968750 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -294577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294593.093750 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -294593.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -294607.250000 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -294607.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294624.593750 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -294624.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294644.375000 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -294644.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -294664.750000 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -294664.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -294685.937500 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -294685.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -294712.906250 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -294712.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294740.500000 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -294740.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -294763.812500 Penalty: 2598.036133
	Iteration 23Q: 3 clusters Score -294763.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -294791.843750 Penalty: 2598.036133
	Iteration 24Q: 3 clusters Score -294791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294820.000000 Penalty: 2598.036133
	Iteration 25Q: 3 clusters Score -294820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294845.718750 Penalty: 2598.036133
	Iteration 26Q: 3 clusters Score -294845.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -294866.593750 Penalty: 2598.036133
	Iteration 27Q: 3 clusters Score -294866.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -294880.593750 Penalty: 2598.036133
	Iteration 28Q: 3 clusters Score -294880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -294887.437500 Penalty: 2598.036133
	Iteration 29Q: 3 clusters Score -294887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -294898.218750 Penalty: 2598.036133
	Iteration 30Q: 3 clusters Score -294898.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -294907.250000 Penalty: 2598.036133
	Iteration 31Q: 3 clusters Score -294907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -294915.468750 Penalty: 2598.036133
	Iteration 32Q: 3 clusters Score -294915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -294925.187500 Penalty: 2598.036133
	Iteration 33Q: 3 clusters Score -294925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -294934.843750 Penalty: 2598.036133
	Iteration 34Q: 3 clusters Score -294934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -294940.593750 Penalty: 2598.036133
	Iteration 35Q: 3 clusters Score -294940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -294944.312500 Penalty: 2598.036133
	Iteration 36Q: 3 clusters Score -294944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -294948.093750 Penalty: 2598.036133
	Iteration 37Q: 3 clusters Score -294948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -294949.843750 Penalty: 2598.036133
	Iteration 38Q: 3 clusters Score -294949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294951.593750 Penalty: 2598.036133
	Iteration 39Q: 3 clusters Score -294951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -294954.718750 Penalty: 2598.036133
	Iteration 40F: 3 clusters Score -294954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -294959.312500 Penalty: 2598.036133
	Iteration 41Q: 3 clusters Score -294959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -294963.843750 Penalty: 2598.036133
	Iteration 42Q: 3 clusters Score -294963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -294968.531250 Penalty: 2598.036133
	Iteration 43Q: 3 clusters Score -294968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294971.531250 Penalty: 2598.036133
	Iteration 44Q: 3 clusters Score -294971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -294973.656250 Penalty: 2598.036133
	Iteration 45Q: 3 clusters Score -294973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294974.156250 Penalty: 2598.036133
	Iteration 46Q: 3 clusters Score -294974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294974.375000 Penalty: 2598.036133
	Iteration 47Q: 3 clusters Score -294974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -294975.031250 Penalty: 2598.036133
	Iteration 48Q: 3 clusters Score -294975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -294975.031250 Penalty: 2598.036133
	Iteration 49F: 3 clusters Score -294975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -502524.187500 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -502524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -498591.031250 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -498591 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -500003.531250 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -500003.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -500585.718750 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -500585.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -501019.500000 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -501019.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -501383.031250 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -501383 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -501603.968750 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -501604 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -501725.500000 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -501725.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -501798.468750 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -501798.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -501843.437500 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -501843.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -501881.062500 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -501881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -501905.437500 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -501905.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -501926.375000 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -501926.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -501943.562500 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -501943.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -501953.531250 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -501953.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -501961.625000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -501961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -501969.781250 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -501969.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -501986.562500 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -501986.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -501998.562500 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -501998.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -502014.750000 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -502014.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -502025.062500 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -502025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -502030.968750 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -502031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -502035.062500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -502035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -502037.562500 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -502037.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -502040.718750 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -502040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -502042.875000 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -502042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -502044.375000 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -502044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -502045.000000 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -502045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -502048.437500 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -502048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -502048.062500 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -502048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -502048.312500 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -502048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -502049.375000 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -502049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -502049.468750 Penalty: 2764.624268
	Iteration 31Q: 3 clusters Score -502049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -502051.250000 Penalty: 2764.624268
	Iteration 32Q: 3 clusters Score -502051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -502052.218750 Penalty: 2764.624268
	Iteration 33Q: 3 clusters Score -502052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502053.000000 Penalty: 2764.624268
	Iteration 34Q: 3 clusters Score -502053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -502053.000000 Penalty: 2764.624268
	Iteration 35F: 3 clusters Score -502053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -471332.312500 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -471332.3 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 2373 members 
Entering Unmasked Estep 
Score: -467470.625000 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -467470.6 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -468598.750000 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -468598.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -468865.156250 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -468865.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469102.156250 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -469102.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -469328.125000 Penalty: 2755.767090
	Iteration 4F: 3 clusters Score -469328.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -469532.468750 Penalty: 2755.767090
	Iteration 5F: 3 clusters Score -469532.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -469669.468750 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -469669.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -469797.000000 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -469797 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -469883.562500 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -469883.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -469946.562500 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -469946.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -469987.843750 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -469987.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -470018.968750 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -470019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -470046.843750 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -470046.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -470074.937500 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -470074.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -470102.625000 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -470102.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -470131.156250 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -470131.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -470146.343750 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -470146.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -470154.000000 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -470154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -470161.687500 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -470161.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -470167.843750 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -470167.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -470174.281250 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -470174.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -470178.937500 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -470178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -470181.593750 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -470181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -470182.687500 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -470182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -470183.406250 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -470183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -470183.968750 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -470184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -470184.281250 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -470184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -470184.437500 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -470184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -470185.093750 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -470185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -470185.687500 Penalty: 2755.767090
	Iteration 29Q: 3 clusters Score -470185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -470184.875000 Penalty: 2755.767090
	Iteration 30Q: 3 clusters Score -470184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -470186.062500 Penalty: 2755.767090
	Iteration 31Q: 3 clusters Score -470186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -470186.062500 Penalty: 2755.767090
	Iteration 32F: 3 clusters Score -470186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Entering Unmasked Estep 
Score: -7181437.000000 Penalty: 1804.146973
	Iteration 0F: 2 clusters Score -7181437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -7137284.500000 Penalty: 3608.293945
	Iteration 0F: 3 clusters Score -7137284 nChanged 31348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7154731.000000 Penalty: 3608.293945
	Iteration 1F: 3 clusters Score -7154731 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -7155175.500000 Penalty: 3608.293945
	Iteration 2Q: 3 clusters Score -7155176 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -7155551.500000 Penalty: 3608.293945
	Iteration 3Q: 3 clusters Score -7155552 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -7156002.000000 Penalty: 3608.293945
	Iteration 4Q: 3 clusters Score -7156002 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7156531.500000 Penalty: 3608.293945
	Iteration 5Q: 3 clusters Score -7156532 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -7157218.000000 Penalty: 3608.293945
	Iteration 6Q: 3 clusters Score -7157218 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -7158244.000000 Penalty: 3608.293945
	Iteration 7Q: 3 clusters Score -7158244 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -7159653.500000 Penalty: 3608.293945
	Iteration 8Q: 3 clusters Score -7159654 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7161762.500000 Penalty: 3608.293945
	Iteration 9F: 3 clusters Score -7161762 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -7164504.500000 Penalty: 3608.293945
	Iteration 10F: 3 clusters Score -7164504 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -7167624.000000 Penalty: 3608.293945
	Iteration 11F: 3 clusters Score -7167624 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -7170349.000000 Penalty: 3608.293945
	Iteration 12F: 3 clusters Score -7170349 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7172625.000000 Penalty: 3608.293945
	Iteration 13Q: 3 clusters Score -7172625 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -7174255.000000 Penalty: 3608.293945
	Iteration 14Q: 3 clusters Score -7174255 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -7175399.000000 Penalty: 3608.293945
	Iteration 15Q: 3 clusters Score -7175399 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -7176231.000000 Penalty: 3608.293945
	Iteration 16Q: 3 clusters Score -7176231 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7176944.500000 Penalty: 3608.293945
	Iteration 17Q: 3 clusters Score -7176944 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7177591.500000 Penalty: 3608.293945
	Iteration 18Q: 3 clusters Score -7177592 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7178123.000000 Penalty: 3608.293945
	Iteration 19Q: 3 clusters Score -7178123 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7178557.500000 Penalty: 3608.293945
	Iteration 20F: 3 clusters Score -7178558 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7178918.000000 Penalty: 3608.293945
	Iteration 21Q: 3 clusters Score -7178918 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7179176.500000 Penalty: 3608.293945
	Iteration 22Q: 3 clusters Score -7179176 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7179410.500000 Penalty: 3608.293945
	Iteration 23Q: 3 clusters Score -7179410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7179550.000000 Penalty: 3608.293945
	Iteration 24Q: 3 clusters Score -7179550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7179672.000000 Penalty: 3608.293945
	Iteration 25Q: 3 clusters Score -7179672 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7179754.500000 Penalty: 3608.293945
	Iteration 26Q: 3 clusters Score -7179754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7179772.000000 Penalty: 3608.293945
	Iteration 27Q: 3 clusters Score -7179772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7179819.000000 Penalty: 3608.293945
	Iteration 28Q: 3 clusters Score -7179819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7179853.500000 Penalty: 3608.293945
	Iteration 29Q: 3 clusters Score -7179854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7179887.500000 Penalty: 3608.293945
	Iteration 30Q: 3 clusters Score -7179888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7179893.500000 Penalty: 3608.293945
	Iteration 31Q: 3 clusters Score -7179894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7179913.500000 Penalty: 3608.293945
	Iteration 32Q: 3 clusters Score -7179914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7179930.500000 Penalty: 3608.293945
	Iteration 33Q: 3 clusters Score -7179930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7179941.500000 Penalty: 3608.293945
	Iteration 34Q: 3 clusters Score -7179942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7179946.500000 Penalty: 3608.293945
	Iteration 35Q: 3 clusters Score -7179946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7179955.000000 Penalty: 3608.293945
	Iteration 36Q: 3 clusters Score -7179955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7179968.500000 Penalty: 3608.293945
	Iteration 37Q: 3 clusters Score -7179968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7179978.500000 Penalty: 3608.293945
	Iteration 38Q: 3 clusters Score -7179978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7179992.000000 Penalty: 3608.293945
	Iteration 39Q: 3 clusters Score -7179992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7179992.000000 Penalty: 3608.293945
	Iteration 40F: 3 clusters Score -7179992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7179996.000000 Penalty: 3608.293945
	Iteration 41Q: 3 clusters Score -7179996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7179996.500000 Penalty: 3608.293945
	Iteration 42Q: 3 clusters Score -7179996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7179998.000000 Penalty: 3608.293945
	Iteration 43Q: 3 clusters Score -7179998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7180000.000000 Penalty: 3608.293945
	Iteration 44Q: 3 clusters Score -7180000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7179994.500000 Penalty: 3608.293945
	Iteration 45Q: 3 clusters Score -7179994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7179996.000000 Penalty: 3608.293945
	Iteration 46Q: 3 clusters Score -7179996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7179998.000000 Penalty: 3608.293945
	Iteration 47Q: 3 clusters Score -7179998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7180004.500000 Penalty: 3608.293945
	Iteration 48Q: 3 clusters Score -7180004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7180004.000000 Penalty: 3608.293945
	Iteration 49Q: 3 clusters Score -7180004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7180004.000000 Penalty: 3608.293945
	Iteration 50F: 3 clusters Score -7180004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -8782.505859 Penalty: 763.828064
	Iteration 0F: 2 clusters Score -8782.506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8250.190430 Penalty: 1527.656128
	Iteration 0F: 3 clusters Score -8250.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8354.754883 Penalty: 1527.656128
	Iteration 1F: 3 clusters Score -8354.755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8393.416016 Penalty: 1527.656128
	Iteration 2Q: 3 clusters Score -8393.416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8393.416016 Penalty: 1527.656128
	Iteration 3F: 3 clusters Score -8393.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165161 members 
Entering Unmasked Estep 
Score: -17673298.000000 Penalty: 1952.384888
	Iteration 0F: 2 clusters Score -1.76733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -17566336.000000 Penalty: 3904.769775
	Iteration 0F: 3 clusters Score -1.756634e+07 nChanged 79598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -17613142.000000 Penalty: 3904.769775
	Iteration 1F: 3 clusters Score -1.761314e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -17614528.000000 Penalty: 3904.769775
	Iteration 2Q: 3 clusters Score -1.761453e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -17616880.000000 Penalty: 3904.769775
	Iteration 3Q: 3 clusters Score -1.761688e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -17621090.000000 Penalty: 3904.769775
	Iteration 4F: 3 clusters Score -1.762109e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -17628584.000000 Penalty: 3904.769775
	Iteration 5F: 3 clusters Score -1.762858e+07 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -17640536.000000 Penalty: 3904.769775
	Iteration 6F: 3 clusters Score -1.764054e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -17654434.000000 Penalty: 3904.769775
	Iteration 7F: 3 clusters Score -1.765443e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -17665094.000000 Penalty: 3904.769775
	Iteration 8F: 3 clusters Score -1.766509e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132560 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -17669386.000000 Penalty: 3904.769775
	Iteration 9Q: 3 clusters Score -1.766939e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -17670784.000000 Penalty: 3904.769775
	Iteration 10Q: 3 clusters Score -1.767078e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135501 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -17671544.000000 Penalty: 3904.769775
	Iteration 11Q: 3 clusters Score -1.767154e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -17672018.000000 Penalty: 3904.769775
	Iteration 12Q: 3 clusters Score -1.767202e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -17672432.000000 Penalty: 3904.769775
	Iteration 13Q: 3 clusters Score -1.767243e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -17672710.000000 Penalty: 3904.769775
	Iteration 14Q: 3 clusters Score -1.767271e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -17672866.000000 Penalty: 3904.769775
	Iteration 15Q: 3 clusters Score -1.767287e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140602 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -17672978.000000 Penalty: 3904.769775
	Iteration 16Q: 3 clusters Score -1.767298e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141373 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -17673084.000000 Penalty: 3904.769775
	Iteration 17Q: 3 clusters Score -1.767308e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -17673196.000000 Penalty: 3904.769775
	Iteration 18Q: 3 clusters Score -1.76732e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -17673310.000000 Penalty: 3904.769775
	Iteration 19Q: 3 clusters Score -1.767331e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -17673420.000000 Penalty: 3904.769775
	Iteration 20F: 3 clusters Score -1.767342e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144350 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -17673530.000000 Penalty: 3904.769775
	Iteration 21Q: 3 clusters Score -1.767353e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145052 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -17673626.000000 Penalty: 3904.769775
	Iteration 22Q: 3 clusters Score -1.767363e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -17673710.000000 Penalty: 3904.769775
	Iteration 23Q: 3 clusters Score -1.767371e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -17673806.000000 Penalty: 3904.769775
	Iteration 24Q: 3 clusters Score -1.767381e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -17673810.000000 Penalty: 3904.769775
	Iteration 25Q: 3 clusters Score -1.767381e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -17673900.000000 Penalty: 3904.769775
	Iteration 26Q: 3 clusters Score -1.76739e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -17673962.000000 Penalty: 3904.769775
	Iteration 27Q: 3 clusters Score -1.767396e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -17674044.000000 Penalty: 3904.769775
	Iteration 28Q: 3 clusters Score -1.767404e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -17674166.000000 Penalty: 3904.769775
	Iteration 29Q: 3 clusters Score -1.767417e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -17674284.000000 Penalty: 3904.769775
	Iteration 30Q: 3 clusters Score -1.767428e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -17674302.000000 Penalty: 3904.769775
	Iteration 31Q: 3 clusters Score -1.76743e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -17674254.000000 Penalty: 3904.769775
	Iteration 32Q: 3 clusters Score -1.767425e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -17674286.000000 Penalty: 3904.769775
	Iteration 33Q: 3 clusters Score -1.767429e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -17674348.000000 Penalty: 3904.769775
	Iteration 34Q: 3 clusters Score -1.767435e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -17674304.000000 Penalty: 3904.769775
	Iteration 35Q: 3 clusters Score -1.76743e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -17674328.000000 Penalty: 3904.769775
	Iteration 36Q: 3 clusters Score -1.767433e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -17674224.000000 Penalty: 3904.769775
	Iteration 37Q: 3 clusters Score -1.767422e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -17674196.000000 Penalty: 3904.769775
	Iteration 38Q: 3 clusters Score -1.76742e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -17674164.000000 Penalty: 3904.769775
	Iteration 39Q: 3 clusters Score -1.767416e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155370 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -17674104.000000 Penalty: 3904.769775
	Iteration 40F: 3 clusters Score -1.76741e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -17674132.000000 Penalty: 3904.769775
	Iteration 41Q: 3 clusters Score -1.767413e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -17674064.000000 Penalty: 3904.769775
	Iteration 42Q: 3 clusters Score -1.767406e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -17673988.000000 Penalty: 3904.769775
	Iteration 43Q: 3 clusters Score -1.767399e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -17673888.000000 Penalty: 3904.769775
	Iteration 44Q: 3 clusters Score -1.767389e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -17673832.000000 Penalty: 3904.769775
	Iteration 45Q: 3 clusters Score -1.767383e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -17673806.000000 Penalty: 3904.769775
	Iteration 46Q: 3 clusters Score -1.767381e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -17673728.000000 Penalty: 3904.769775
	Iteration 47Q: 3 clusters Score -1.767373e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -17673714.000000 Penalty: 3904.769775
	Iteration 48Q: 3 clusters Score -1.767371e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -17673666.000000 Penalty: 3904.769775
	Iteration 49Q: 3 clusters Score -1.767367e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -17673614.000000 Penalty: 3904.769775
	Iteration 50Q: 3 clusters Score -1.767361e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -17673560.000000 Penalty: 3904.769775
	Iteration 51Q: 3 clusters Score -1.767356e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158728 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -17673504.000000 Penalty: 3904.769775
	Iteration 52Q: 3 clusters Score -1.76735e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -17673472.000000 Penalty: 3904.769775
	Iteration 53Q: 3 clusters Score -1.767347e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -17673400.000000 Penalty: 3904.769775
	Iteration 54Q: 3 clusters Score -1.76734e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -17673356.000000 Penalty: 3904.769775
	Iteration 55Q: 3 clusters Score -1.767336e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159611 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -17673348.000000 Penalty: 3904.769775
	Iteration 56Q: 3 clusters Score -1.767335e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -17673322.000000 Penalty: 3904.769775
	Iteration 57Q: 3 clusters Score -1.767332e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -17673280.000000 Penalty: 3904.769775
	Iteration 58Q: 3 clusters Score -1.767328e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -17673244.000000 Penalty: 3904.769775
	Iteration 59Q: 3 clusters Score -1.767324e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -17673242.000000 Penalty: 3904.769775
	Iteration 60F: 3 clusters Score -1.767324e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -17673262.000000 Penalty: 3904.769775
	Iteration 61Q: 3 clusters Score -1.767326e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -17673216.000000 Penalty: 3904.769775
	Iteration 62Q: 3 clusters Score -1.767322e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -17673220.000000 Penalty: 3904.769775
	Iteration 63Q: 3 clusters Score -1.767322e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -17673188.000000 Penalty: 3904.769775
	Iteration 64Q: 3 clusters Score -1.767319e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17673200.000000 Penalty: 3904.769775
	Iteration 65Q: 3 clusters Score -1.76732e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -17673180.000000 Penalty: 3904.769775
	Iteration 66Q: 3 clusters Score -1.767318e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -17673166.000000 Penalty: 3904.769775
	Iteration 67Q: 3 clusters Score -1.767317e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161715 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -17673130.000000 Penalty: 3904.769775
	Iteration 68Q: 3 clusters Score -1.767313e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161846 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -17673112.000000 Penalty: 3904.769775
	Iteration 69Q: 3 clusters Score -1.767311e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17673114.000000 Penalty: 3904.769775
	Iteration 70Q: 3 clusters Score -1.767311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162099 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -17673026.000000 Penalty: 3904.769775
	Iteration 71Q: 3 clusters Score -1.767303e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162209 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -17673006.000000 Penalty: 3904.769775
	Iteration 72Q: 3 clusters Score -1.767301e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -17672980.000000 Penalty: 3904.769775
	Iteration 73Q: 3 clusters Score -1.767298e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -17672968.000000 Penalty: 3904.769775
	Iteration 74Q: 3 clusters Score -1.767297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17672952.000000 Penalty: 3904.769775
	Iteration 75Q: 3 clusters Score -1.767295e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17672928.000000 Penalty: 3904.769775
	Iteration 76Q: 3 clusters Score -1.767293e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162588 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -17672868.000000 Penalty: 3904.769775
	Iteration 77Q: 3 clusters Score -1.767287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17672866.000000 Penalty: 3904.769775
	Iteration 78Q: 3 clusters Score -1.767287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17672790.000000 Penalty: 3904.769775
	Iteration 79Q: 3 clusters Score -1.767279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162771 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -17672756.000000 Penalty: 3904.769775
	Iteration 80F: 3 clusters Score -1.767276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17672758.000000 Penalty: 3904.769775
	Iteration 81Q: 3 clusters Score -1.767276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -17672718.000000 Penalty: 3904.769775
	Iteration 82Q: 3 clusters Score -1.767272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17672678.000000 Penalty: 3904.769775
	Iteration 83Q: 3 clusters Score -1.767268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17672654.000000 Penalty: 3904.769775
	Iteration 84Q: 3 clusters Score -1.767265e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -17672630.000000 Penalty: 3904.769775
	Iteration 85Q: 3 clusters Score -1.767263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -17672664.000000 Penalty: 3904.769775
	Iteration 86Q: 3 clusters Score -1.767266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17672658.000000 Penalty: 3904.769775
	Iteration 87Q: 3 clusters Score -1.767266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17672626.000000 Penalty: 3904.769775
	Iteration 88Q: 3 clusters Score -1.767263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163139 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17672618.000000 Penalty: 3904.769775
	Iteration 89Q: 3 clusters Score -1.767262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17672608.000000 Penalty: 3904.769775
	Iteration 90Q: 3 clusters Score -1.767261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17672598.000000 Penalty: 3904.769775
	Iteration 91Q: 3 clusters Score -1.76726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -17672608.000000 Penalty: 3904.769775
	Iteration 92Q: 3 clusters Score -1.767261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -17672596.000000 Penalty: 3904.769775
	Iteration 93Q: 3 clusters Score -1.76726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17672584.000000 Penalty: 3904.769775
	Iteration 94Q: 3 clusters Score -1.767258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -17672602.000000 Penalty: 3904.769775
	Iteration 95Q: 3 clusters Score -1.76726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163287 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17672606.000000 Penalty: 3904.769775
	Iteration 96Q: 3 clusters Score -1.767261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -17672594.000000 Penalty: 3904.769775
	Iteration 97Q: 3 clusters Score -1.767259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -17672576.000000 Penalty: 3904.769775
	Iteration 98Q: 3 clusters Score -1.767258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17672572.000000 Penalty: 3904.769775
	Iteration 99Q: 3 clusters Score -1.767257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17672564.000000 Penalty: 3904.769775
	Iteration 100F: 3 clusters Score -1.767256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -17672546.000000 Penalty: 3904.769775
	Iteration 101Q: 3 clusters Score -1.767255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17672554.000000 Penalty: 3904.769775
	Iteration 102Q: 3 clusters Score -1.767255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17672544.000000 Penalty: 3904.769775
	Iteration 103Q: 3 clusters Score -1.767254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -17672542.000000 Penalty: 3904.769775
	Iteration 104Q: 3 clusters Score -1.767254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17672516.000000 Penalty: 3904.769775
	Iteration 105Q: 3 clusters Score -1.767252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17672526.000000 Penalty: 3904.769775
	Iteration 106Q: 3 clusters Score -1.767253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -17672538.000000 Penalty: 3904.769775
	Iteration 107Q: 3 clusters Score -1.767254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -17672536.000000 Penalty: 3904.769775
	Iteration 108Q: 3 clusters Score -1.767254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17672534.000000 Penalty: 3904.769775
	Iteration 109Q: 3 clusters Score -1.767253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17672522.000000 Penalty: 3904.769775
	Iteration 110Q: 3 clusters Score -1.767252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17672510.000000 Penalty: 3904.769775
	Iteration 111Q: 3 clusters Score -1.767251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -17672514.000000 Penalty: 3904.769775
	Iteration 112Q: 3 clusters Score -1.767251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17672518.000000 Penalty: 3904.769775
	Iteration 113Q: 3 clusters Score -1.767252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17672512.000000 Penalty: 3904.769775
	Iteration 114Q: 3 clusters Score -1.767251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -17672540.000000 Penalty: 3904.769775
	Iteration 115Q: 3 clusters Score -1.767254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -17672522.000000 Penalty: 3904.769775
	Iteration 116Q: 3 clusters Score -1.767252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -17672506.000000 Penalty: 3904.769775
	Iteration 117Q: 3 clusters Score -1.767251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163730 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -17672500.000000 Penalty: 3904.769775
	Iteration 118Q: 3 clusters Score -1.76725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17672508.000000 Penalty: 3904.769775
	Iteration 119Q: 3 clusters Score -1.767251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17672510.000000 Penalty: 3904.769775
	Iteration 120F: 3 clusters Score -1.767251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17672494.000000 Penalty: 3904.769775
	Iteration 121Q: 3 clusters Score -1.767249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -17672492.000000 Penalty: 3904.769775
	Iteration 122Q: 3 clusters Score -1.767249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17672482.000000 Penalty: 3904.769775
	Iteration 123Q: 3 clusters Score -1.767248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -17672490.000000 Penalty: 3904.769775
	Iteration 124Q: 3 clusters Score -1.767249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -17672490.000000 Penalty: 3904.769775
	Iteration 125Q: 3 clusters Score -1.767249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17672484.000000 Penalty: 3904.769775
	Iteration 126Q: 3 clusters Score -1.767248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17672490.000000 Penalty: 3904.769775
	Iteration 127Q: 3 clusters Score -1.767249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17672496.000000 Penalty: 3904.769775
	Iteration 128Q: 3 clusters Score -1.76725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17672482.000000 Penalty: 3904.769775
	Iteration 129Q: 3 clusters Score -1.767248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17672480.000000 Penalty: 3904.769775
	Iteration 130Q: 3 clusters Score -1.767248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17672480.000000 Penalty: 3904.769775
	Iteration 131Q: 3 clusters Score -1.767248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -17672456.000000 Penalty: 3904.769775
	Iteration 132Q: 3 clusters Score -1.767246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17672452.000000 Penalty: 3904.769775
	Iteration 133Q: 3 clusters Score -1.767245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17672464.000000 Penalty: 3904.769775
	Iteration 134Q: 3 clusters Score -1.767246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17672456.000000 Penalty: 3904.769775
	Iteration 135Q: 3 clusters Score -1.767246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17672454.000000 Penalty: 3904.769775
	Iteration 136Q: 3 clusters Score -1.767245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -17672444.000000 Penalty: 3904.769775
	Iteration 137Q: 3 clusters Score -1.767244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -17672446.000000 Penalty: 3904.769775
	Iteration 138Q: 3 clusters Score -1.767245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17672450.000000 Penalty: 3904.769775
	Iteration 139Q: 3 clusters Score -1.767245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163894 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17672458.000000 Penalty: 3904.769775
	Iteration 140F: 3 clusters Score -1.767246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17672458.000000 Penalty: 3904.769775
	Iteration 141Q: 3 clusters Score -1.767246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17672454.000000 Penalty: 3904.769775
	Iteration 142Q: 3 clusters Score -1.767245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17672448.000000 Penalty: 3904.769775
	Iteration 143Q: 3 clusters Score -1.767245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17672456.000000 Penalty: 3904.769775
	Iteration 144Q: 3 clusters Score -1.767246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17672460.000000 Penalty: 3904.769775
	Iteration 145Q: 3 clusters Score -1.767246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -17672448.000000 Penalty: 3904.769775
	Iteration 146Q: 3 clusters Score -1.767245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17672434.000000 Penalty: 3904.769775
	Iteration 147Q: 3 clusters Score -1.767243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -17672440.000000 Penalty: 3904.769775
	Iteration 148Q: 3 clusters Score -1.767244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -17672444.000000 Penalty: 3904.769775
	Iteration 149Q: 3 clusters Score -1.767244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17672436.000000 Penalty: 3904.769775
	Iteration 150Q: 3 clusters Score -1.767244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17672436.000000 Penalty: 3904.769775
	Iteration 151F: 3 clusters Score -1.767244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -273309.406250 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -273309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -270828.937500 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -270828.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -271408.812500 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -271408.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -271531.656250 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -271531.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -271609.781250 Penalty: 2558.547852
	Iteration 3Q: 3 clusters Score -271609.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -271662.000000 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -271662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -271696.031250 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -271696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271719.625000 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -271719.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -271737.687500 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -271737.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -271763.750000 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -271763.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271789.656250 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -271789.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -271811.406250 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -271811.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -271834.406250 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -271834.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -271856.937500 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -271856.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -271875.312500 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -271875.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271893.625000 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -271893.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -271907.906250 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -271907.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -271922.093750 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -271922.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -271937.593750 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -271937.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -271953.250000 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -271953.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -271968.031250 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -271968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -271987.437500 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -271987.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -272016.218750 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -272016.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -272055.875000 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -272055.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -272080.593750 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -272080.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -272098.375000 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -272098.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -272109.093750 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -272109.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -272122.718750 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -272122.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272136.562500 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -272136.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -272151.093750 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -272151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -272159.562500 Penalty: 2558.547852
	Iteration 29Q: 3 clusters Score -272159.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272175.250000 Penalty: 2558.547852
	Iteration 30Q: 3 clusters Score -272175.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -272193.343750 Penalty: 2558.547852
	Iteration 31Q: 3 clusters Score -272193.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -272220.000000 Penalty: 2558.547852
	Iteration 32Q: 3 clusters Score -272220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -272249.718750 Penalty: 2558.547852
	Iteration 33Q: 3 clusters Score -272249.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -272271.343750 Penalty: 2558.547852
	Iteration 34Q: 3 clusters Score -272271.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -272293.406250 Penalty: 2558.547852
	Iteration 35Q: 3 clusters Score -272293.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -272331.656250 Penalty: 2558.547852
	Iteration 36Q: 3 clusters Score -272331.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -272394.093750 Penalty: 2558.547852
	Iteration 37Q: 3 clusters Score -272394.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -272477.406250 Penalty: 2558.547852
	Iteration 38Q: 3 clusters Score -272477.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -272587.656250 Penalty: 2558.547852
	Iteration 39Q: 3 clusters Score -272587.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -272717.125000 Penalty: 2558.547852
	Iteration 40F: 3 clusters Score -272717.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -272851.968750 Penalty: 2558.547852
	Iteration 41Q: 3 clusters Score -272852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -272981.656250 Penalty: 2558.547852
	Iteration 42Q: 3 clusters Score -272981.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -273166.812500 Penalty: 2558.547852
	Iteration 43Q: 3 clusters Score -273166.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -273266.250000 Penalty: 2558.547852
	Iteration 44Q: 3 clusters Score -273266.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -273278.781250 Penalty: 2558.547852
	Iteration 45Q: 3 clusters Score -273278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -273281.843750 Penalty: 2558.547852
	Iteration 46Q: 3 clusters Score -273281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -273284.250000 Penalty: 2558.547852
	Iteration 47Q: 3 clusters Score -273284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -273284.250000 Penalty: 2558.547852
	Iteration 48F: 3 clusters Score -273284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (268590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268590 members 
Entering Unmasked Estep 
Score: -28498784.000000 Penalty: 2031.402954
	Iteration 0F: 2 clusters Score -2.849878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -28330560.000000 Penalty: 4062.805908
	Iteration 0F: 3 clusters Score -2.833056e+07 nChanged 130833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -28411242.000000 Penalty: 4062.805908
	Iteration 1F: 3 clusters Score -2.841124e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -28415492.000000 Penalty: 4062.805908
	Iteration 2Q: 3 clusters Score -2.841549e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -28421934.000000 Penalty: 4062.805908
	Iteration 3F: 3 clusters Score -2.842193e+07 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175787 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -28432528.000000 Penalty: 4062.805908
	Iteration 4F: 3 clusters Score -2.843253e+07 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191508 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -28446202.000000 Penalty: 4062.805908
	Iteration 5F: 3 clusters Score -2.84462e+07 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205967 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -28460160.000000 Penalty: 4062.805908
	Iteration 6F: 3 clusters Score -2.846016e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216885 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -28470746.000000 Penalty: 4062.805908
	Iteration 7F: 3 clusters Score -2.847075e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224102 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -28476818.000000 Penalty: 4062.805908
	Iteration 8Q: 3 clusters Score -2.847682e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229353 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -28480226.000000 Penalty: 4062.805908
	Iteration 9Q: 3 clusters Score -2.848023e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233812 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -28482732.000000 Penalty: 4062.805908
	Iteration 10Q: 3 clusters Score -2.848273e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237881 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -28484720.000000 Penalty: 4062.805908
	Iteration 11Q: 3 clusters Score -2.848472e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241522 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -28486530.000000 Penalty: 4062.805908
	Iteration 12Q: 3 clusters Score -2.848653e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244876 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -28488550.000000 Penalty: 4062.805908
	Iteration 13Q: 3 clusters Score -2.848855e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248127 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -28490464.000000 Penalty: 4062.805908
	Iteration 14Q: 3 clusters Score -2.849046e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251284 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -28491930.000000 Penalty: 4062.805908
	Iteration 15Q: 3 clusters Score -2.849193e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254252 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -28493142.000000 Penalty: 4062.805908
	Iteration 16Q: 3 clusters Score -2.849314e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256872 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -28493920.000000 Penalty: 4062.805908
	Iteration 17Q: 3 clusters Score -2.849392e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259073 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -28494820.000000 Penalty: 4062.805908
	Iteration 18Q: 3 clusters Score -2.849482e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260837 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -28495458.000000 Penalty: 4062.805908
	Iteration 19Q: 3 clusters Score -2.849546e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262278 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -28495928.000000 Penalty: 4062.805908
	Iteration 20F: 3 clusters Score -2.849593e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263374 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -28496252.000000 Penalty: 4062.805908
	Iteration 21Q: 3 clusters Score -2.849625e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264257 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -28496538.000000 Penalty: 4062.805908
	Iteration 22Q: 3 clusters Score -2.849654e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264919 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -28496720.000000 Penalty: 4062.805908
	Iteration 23Q: 3 clusters Score -2.849672e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265414 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -28496816.000000 Penalty: 4062.805908
	Iteration 24Q: 3 clusters Score -2.849682e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265798 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -28496848.000000 Penalty: 4062.805908
	Iteration 25Q: 3 clusters Score -2.849685e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266072 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -28496932.000000 Penalty: 4062.805908
	Iteration 26Q: 3 clusters Score -2.849693e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266298 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -28497030.000000 Penalty: 4062.805908
	Iteration 27Q: 3 clusters Score -2.849703e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266473 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -28497042.000000 Penalty: 4062.805908
	Iteration 28Q: 3 clusters Score -2.849704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266621 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -28497072.000000 Penalty: 4062.805908
	Iteration 29Q: 3 clusters Score -2.849707e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266740 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -28497124.000000 Penalty: 4062.805908
	Iteration 30Q: 3 clusters Score -2.849712e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266840 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -28497160.000000 Penalty: 4062.805908
	Iteration 31Q: 3 clusters Score -2.849716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266903 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -28497162.000000 Penalty: 4062.805908
	Iteration 32Q: 3 clusters Score -2.849716e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266957 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -28497146.000000 Penalty: 4062.805908
	Iteration 33Q: 3 clusters Score -2.849715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267000 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -28497130.000000 Penalty: 4062.805908
	Iteration 34Q: 3 clusters Score -2.849713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267037 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -28497126.000000 Penalty: 4062.805908
	Iteration 35Q: 3 clusters Score -2.849713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267061 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -28497140.000000 Penalty: 4062.805908
	Iteration 36Q: 3 clusters Score -2.849714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267085 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -28497102.000000 Penalty: 4062.805908
	Iteration 37Q: 3 clusters Score -2.84971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267106 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -28497066.000000 Penalty: 4062.805908
	Iteration 38Q: 3 clusters Score -2.849707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267130 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -28497030.000000 Penalty: 4062.805908
	Iteration 39Q: 3 clusters Score -2.849703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267153 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -28497068.000000 Penalty: 4062.805908
	Iteration 40F: 3 clusters Score -2.849707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267173 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -28497034.000000 Penalty: 4062.805908
	Iteration 41Q: 3 clusters Score -2.849703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267196 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -28497024.000000 Penalty: 4062.805908
	Iteration 42Q: 3 clusters Score -2.849702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267209 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -28497014.000000 Penalty: 4062.805908
	Iteration 43Q: 3 clusters Score -2.849701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267226 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -28497014.000000 Penalty: 4062.805908
	Iteration 44Q: 3 clusters Score -2.849701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267234 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -28497020.000000 Penalty: 4062.805908
	Iteration 45Q: 3 clusters Score -2.849702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267245 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -28497038.000000 Penalty: 4062.805908
	Iteration 46Q: 3 clusters Score -2.849704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267256 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -28497040.000000 Penalty: 4062.805908
	Iteration 47Q: 3 clusters Score -2.849704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -28497014.000000 Penalty: 4062.805908
	Iteration 48Q: 3 clusters Score -2.849701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267264 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -28497034.000000 Penalty: 4062.805908
	Iteration 49Q: 3 clusters Score -2.849703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267269 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -28497026.000000 Penalty: 4062.805908
	Iteration 50Q: 3 clusters Score -2.849703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267277 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 51Q: 3 clusters Score -2.849705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267280 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -28497048.000000 Penalty: 4062.805908
	Iteration 52Q: 3 clusters Score -2.849705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267284 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -28497056.000000 Penalty: 4062.805908
	Iteration 53Q: 3 clusters Score -2.849706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267287 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 54Q: 3 clusters Score -2.849705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267288 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -28497042.000000 Penalty: 4062.805908
	Iteration 55Q: 3 clusters Score -2.849704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267288 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -28497054.000000 Penalty: 4062.805908
	Iteration 56Q: 3 clusters Score -2.849705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267289 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -28497066.000000 Penalty: 4062.805908
	Iteration 57Q: 3 clusters Score -2.849707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267290 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -28497062.000000 Penalty: 4062.805908
	Iteration 58Q: 3 clusters Score -2.849706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267291 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28497054.000000 Penalty: 4062.805908
	Iteration 59Q: 3 clusters Score -2.849705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267292 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 60F: 3 clusters Score -2.849705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267293 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -28497056.000000 Penalty: 4062.805908
	Iteration 61Q: 3 clusters Score -2.849706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267294 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 62Q: 3 clusters Score -2.849705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267297 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -28497062.000000 Penalty: 4062.805908
	Iteration 63Q: 3 clusters Score -2.849706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267302 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -28497058.000000 Penalty: 4062.805908
	Iteration 64Q: 3 clusters Score -2.849706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267304 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 65Q: 3 clusters Score -2.849705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267305 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -28497052.000000 Penalty: 4062.805908
	Iteration 66Q: 3 clusters Score -2.849705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267309 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -28497048.000000 Penalty: 4062.805908
	Iteration 67Q: 3 clusters Score -2.849705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267310 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -28497050.000000 Penalty: 4062.805908
	Iteration 68Q: 3 clusters Score -2.849705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267312 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -28497034.000000 Penalty: 4062.805908
	Iteration 69Q: 3 clusters Score -2.849703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267313 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -28497034.000000 Penalty: 4062.805908
	Iteration 70Q: 3 clusters Score -2.849703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267312 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -28497032.000000 Penalty: 4062.805908
	Iteration 71Q: 3 clusters Score -2.849703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267311 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -28497038.000000 Penalty: 4062.805908
	Iteration 72Q: 3 clusters Score -2.849704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267311 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -28497038.000000 Penalty: 4062.805908
	Iteration 73F: 3 clusters Score -2.849704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Entering Unmasked Estep 
Score: -17354702.000000 Penalty: 1949.531250
	Iteration 0F: 2 clusters Score -1.73547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -17249398.000000 Penalty: 3899.062500
	Iteration 0F: 3 clusters Score -1.72494e+07 nChanged 78196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -17298020.000000 Penalty: 3899.062500
	Iteration 1F: 3 clusters Score -1.729802e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -17301396.000000 Penalty: 3899.062500
	Iteration 2Q: 3 clusters Score -1.73014e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -17305686.000000 Penalty: 3899.062500
	Iteration 3Q: 3 clusters Score -1.730569e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -17311572.000000 Penalty: 3899.062500
	Iteration 4F: 3 clusters Score -1.731157e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -17318138.000000 Penalty: 3899.062500
	Iteration 5F: 3 clusters Score -1.731814e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -17325154.000000 Penalty: 3899.062500
	Iteration 6F: 3 clusters Score -1.732515e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 118758 members 
Entering Unmasked Estep 
Score: -17331468.000000 Penalty: 3899.062500
	Iteration 7F: 3 clusters Score -1.733147e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -17336740.000000 Penalty: 3899.062500
	Iteration 8Q: 3 clusters Score -1.733674e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -17340402.000000 Penalty: 3899.062500
	Iteration 9Q: 3 clusters Score -1.73404e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 131067 members 
Entering Unmasked Estep 
Score: -17343034.000000 Penalty: 3899.062500
	Iteration 10Q: 3 clusters Score -1.734303e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -17344828.000000 Penalty: 3899.062500
	Iteration 11Q: 3 clusters Score -1.734483e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -17346130.000000 Penalty: 3899.062500
	Iteration 12Q: 3 clusters Score -1.734613e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 139236 members 
Entering Unmasked Estep 
Score: -17347210.000000 Penalty: 3899.062500
	Iteration 13Q: 3 clusters Score -1.734721e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 141642 members 
Entering Unmasked Estep 
Score: -17348194.000000 Penalty: 3899.062500
	Iteration 14Q: 3 clusters Score -1.734819e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 143934 members 
Entering Unmasked Estep 
Score: -17348998.000000 Penalty: 3899.062500
	Iteration 15Q: 3 clusters Score -1.7349e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -17349832.000000 Penalty: 3899.062500
	Iteration 16Q: 3 clusters Score -1.734983e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -17350562.000000 Penalty: 3899.062500
	Iteration 17Q: 3 clusters Score -1.735056e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 149738 members 
Entering Unmasked Estep 
Score: -17351120.000000 Penalty: 3899.062500
	Iteration 18Q: 3 clusters Score -1.735112e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 151302 members 
Entering Unmasked Estep 
Score: -17351544.000000 Penalty: 3899.062500
	Iteration 19Q: 3 clusters Score -1.735154e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -17351896.000000 Penalty: 3899.062500
	Iteration 20F: 3 clusters Score -1.73519e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -17352120.000000 Penalty: 3899.062500
	Iteration 21Q: 3 clusters Score -1.735212e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -17352238.000000 Penalty: 3899.062500
	Iteration 22Q: 3 clusters Score -1.735224e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -17352348.000000 Penalty: 3899.062500
	Iteration 23Q: 3 clusters Score -1.735235e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 156371 members 
Entering Unmasked Estep 
Score: -17352436.000000 Penalty: 3899.062500
	Iteration 24Q: 3 clusters Score -1.735244e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -17352538.000000 Penalty: 3899.062500
	Iteration 25Q: 3 clusters Score -1.735254e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -17352694.000000 Penalty: 3899.062500
	Iteration 26Q: 3 clusters Score -1.735269e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -17352782.000000 Penalty: 3899.062500
	Iteration 27Q: 3 clusters Score -1.735278e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17352862.000000 Penalty: 3899.062500
	Iteration 28Q: 3 clusters Score -1.735286e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 158447 members 
Entering Unmasked Estep 
Score: -17352880.000000 Penalty: 3899.062500
	Iteration 29Q: 3 clusters Score -1.735288e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -17352890.000000 Penalty: 3899.062500
	Iteration 30Q: 3 clusters Score -1.735289e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -17352936.000000 Penalty: 3899.062500
	Iteration 31Q: 3 clusters Score -1.735294e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -17352988.000000 Penalty: 3899.062500
	Iteration 32Q: 3 clusters Score -1.735299e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -17353004.000000 Penalty: 3899.062500
	Iteration 33Q: 3 clusters Score -1.7353e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -17353030.000000 Penalty: 3899.062500
	Iteration 34Q: 3 clusters Score -1.735303e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -17353080.000000 Penalty: 3899.062500
	Iteration 35Q: 3 clusters Score -1.735308e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -17353074.000000 Penalty: 3899.062500
	Iteration 36Q: 3 clusters Score -1.735307e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -17353092.000000 Penalty: 3899.062500
	Iteration 37Q: 3 clusters Score -1.735309e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -17353150.000000 Penalty: 3899.062500
	Iteration 38Q: 3 clusters Score -1.735315e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -17353184.000000 Penalty: 3899.062500
	Iteration 39Q: 3 clusters Score -1.735318e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -17353216.000000 Penalty: 3899.062500
	Iteration 40F: 3 clusters Score -1.735322e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -17353236.000000 Penalty: 3899.062500
	Iteration 41Q: 3 clusters Score -1.735324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 160264 members 
Entering Unmasked Estep 
Score: -17353274.000000 Penalty: 3899.062500
	Iteration 42Q: 3 clusters Score -1.735327e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 160312 members 
Entering Unmasked Estep 
Score: -17353260.000000 Penalty: 3899.062500
	Iteration 43Q: 3 clusters Score -1.735326e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -17353266.000000 Penalty: 3899.062500
	Iteration 44Q: 3 clusters Score -1.735327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -17353260.000000 Penalty: 3899.062500
	Iteration 45Q: 3 clusters Score -1.735326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -17353262.000000 Penalty: 3899.062500
	Iteration 46Q: 3 clusters Score -1.735326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 160437 members 
Entering Unmasked Estep 
Score: -17353270.000000 Penalty: 3899.062500
	Iteration 47Q: 3 clusters Score -1.735327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -17353272.000000 Penalty: 3899.062500
	Iteration 48Q: 3 clusters Score -1.735327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -17353280.000000 Penalty: 3899.062500
	Iteration 49Q: 3 clusters Score -1.735328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 160483 members 
Entering Unmasked Estep 
Score: -17353282.000000 Penalty: 3899.062500
	Iteration 50Q: 3 clusters Score -1.735328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -17353292.000000 Penalty: 3899.062500
	Iteration 51Q: 3 clusters Score -1.735329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -17353304.000000 Penalty: 3899.062500
	Iteration 52Q: 3 clusters Score -1.73533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 160523 members 
Entering Unmasked Estep 
Score: -17353300.000000 Penalty: 3899.062500
	Iteration 53Q: 3 clusters Score -1.73533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -17353296.000000 Penalty: 3899.062500
	Iteration 54Q: 3 clusters Score -1.73533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -17353296.000000 Penalty: 3899.062500
	Iteration 55Q: 3 clusters Score -1.73533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -17353292.000000 Penalty: 3899.062500
	Iteration 56Q: 3 clusters Score -1.735329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -17353294.000000 Penalty: 3899.062500
	Iteration 57Q: 3 clusters Score -1.735329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -17353302.000000 Penalty: 3899.062500
	Iteration 58Q: 3 clusters Score -1.73533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -17353288.000000 Penalty: 3899.062500
	Iteration 59Q: 3 clusters Score -1.735329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -17353308.000000 Penalty: 3899.062500
	Iteration 60F: 3 clusters Score -1.735331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -17353302.000000 Penalty: 3899.062500
	Iteration 61Q: 3 clusters Score -1.73533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -17353298.000000 Penalty: 3899.062500
	Iteration 62Q: 3 clusters Score -1.73533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 160593 members 
Entering Unmasked Estep 
Score: -17353302.000000 Penalty: 3899.062500
	Iteration 63Q: 3 clusters Score -1.73533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -17353298.000000 Penalty: 3899.062500
	Iteration 64Q: 3 clusters Score -1.73533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -17353298.000000 Penalty: 3899.062500
	Iteration 65Q: 3 clusters Score -1.73533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -17353288.000000 Penalty: 3899.062500
	Iteration 66Q: 3 clusters Score -1.735329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -17353290.000000 Penalty: 3899.062500
	Iteration 67Q: 3 clusters Score -1.735329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -17353300.000000 Penalty: 3899.062500
	Iteration 68Q: 3 clusters Score -1.73533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -17353282.000000 Penalty: 3899.062500
	Iteration 69Q: 3 clusters Score -1.735328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -17353286.000000 Penalty: 3899.062500
	Iteration 70Q: 3 clusters Score -1.735329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -17353284.000000 Penalty: 3899.062500
	Iteration 71Q: 3 clusters Score -1.735328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -17353292.000000 Penalty: 3899.062500
	Iteration 72Q: 3 clusters Score -1.735329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -17353300.000000 Penalty: 3899.062500
	Iteration 73Q: 3 clusters Score -1.73533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -17353302.000000 Penalty: 3899.062500
	Iteration 74Q: 3 clusters Score -1.73533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -17353306.000000 Penalty: 3899.062500
	Iteration 75Q: 3 clusters Score -1.735331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 160656 members 
Entering Unmasked Estep 
Score: -17353320.000000 Penalty: 3899.062500
	Iteration 76Q: 3 clusters Score -1.735332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -17353326.000000 Penalty: 3899.062500
	Iteration 77Q: 3 clusters Score -1.735333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -17353320.000000 Penalty: 3899.062500
	Iteration 78Q: 3 clusters Score -1.735332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -17353330.000000 Penalty: 3899.062500
	Iteration 79Q: 3 clusters Score -1.735333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 160669 members 
Entering Unmasked Estep 
Score: -17353328.000000 Penalty: 3899.062500
	Iteration 80F: 3 clusters Score -1.735333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -17353318.000000 Penalty: 3899.062500
	Iteration 81Q: 3 clusters Score -1.735332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -17353324.000000 Penalty: 3899.062500
	Iteration 82Q: 3 clusters Score -1.735332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -17353330.000000 Penalty: 3899.062500
	Iteration 83Q: 3 clusters Score -1.735333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -17353332.000000 Penalty: 3899.062500
	Iteration 84Q: 3 clusters Score -1.735333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -17353346.000000 Penalty: 3899.062500
	Iteration 85Q: 3 clusters Score -1.735335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 160695 members 
Entering Unmasked Estep 
Score: -17353344.000000 Penalty: 3899.062500
	Iteration 86Q: 3 clusters Score -1.735334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -17353340.000000 Penalty: 3899.062500
	Iteration 87Q: 3 clusters Score -1.735334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -17353356.000000 Penalty: 3899.062500
	Iteration 88Q: 3 clusters Score -1.735336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -17353366.000000 Penalty: 3899.062500
	Iteration 89Q: 3 clusters Score -1.735337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -17353378.000000 Penalty: 3899.062500
	Iteration 90Q: 3 clusters Score -1.735338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -17353366.000000 Penalty: 3899.062500
	Iteration 91Q: 3 clusters Score -1.735337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 160740 members 
Entering Unmasked Estep 
Score: -17353360.000000 Penalty: 3899.062500
	Iteration 92Q: 3 clusters Score -1.735336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -17353366.000000 Penalty: 3899.062500
	Iteration 93Q: 3 clusters Score -1.735337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -17353358.000000 Penalty: 3899.062500
	Iteration 94Q: 3 clusters Score -1.735336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -17353354.000000 Penalty: 3899.062500
	Iteration 95Q: 3 clusters Score -1.735335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -17353336.000000 Penalty: 3899.062500
	Iteration 96Q: 3 clusters Score -1.735334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -17353358.000000 Penalty: 3899.062500
	Iteration 97Q: 3 clusters Score -1.735336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -17353362.000000 Penalty: 3899.062500
	Iteration 98Q: 3 clusters Score -1.735336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -17353354.000000 Penalty: 3899.062500
	Iteration 99Q: 3 clusters Score -1.735335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -17353344.000000 Penalty: 3899.062500
	Iteration 100F: 3 clusters Score -1.735334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -17353336.000000 Penalty: 3899.062500
	Iteration 101Q: 3 clusters Score -1.735334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -17353344.000000 Penalty: 3899.062500
	Iteration 102Q: 3 clusters Score -1.735334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -17353326.000000 Penalty: 3899.062500
	Iteration 103Q: 3 clusters Score -1.735333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 160785 members 
Entering Unmasked Estep 
Score: -17353332.000000 Penalty: 3899.062500
	Iteration 104Q: 3 clusters Score -1.735333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 160787 members 
Entering Unmasked Estep 
Score: -17353324.000000 Penalty: 3899.062500
	Iteration 105Q: 3 clusters Score -1.735332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -17353330.000000 Penalty: 3899.062500
	Iteration 106Q: 3 clusters Score -1.735333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -17353332.000000 Penalty: 3899.062500
	Iteration 107Q: 3 clusters Score -1.735333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 160794 members 
Entering Unmasked Estep 
Score: -17353338.000000 Penalty: 3899.062500
	Iteration 108Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -17353338.000000 Penalty: 3899.062500
	Iteration 109Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -17353334.000000 Penalty: 3899.062500
	Iteration 110Q: 3 clusters Score -1.735333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -17353350.000000 Penalty: 3899.062500
	Iteration 111Q: 3 clusters Score -1.735335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 112Q: 3 clusters Score -1.735334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -17353338.000000 Penalty: 3899.062500
	Iteration 113Q: 3 clusters Score -1.735334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 114Q: 3 clusters Score -1.735334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 160835 members 
Entering Unmasked Estep 
Score: -17353350.000000 Penalty: 3899.062500
	Iteration 115Q: 3 clusters Score -1.735335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -17353348.000000 Penalty: 3899.062500
	Iteration 116Q: 3 clusters Score -1.735335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 160850 members 
Entering Unmasked Estep 
Score: -17353348.000000 Penalty: 3899.062500
	Iteration 117Q: 3 clusters Score -1.735335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -17353346.000000 Penalty: 3899.062500
	Iteration 118Q: 3 clusters Score -1.735335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -17353344.000000 Penalty: 3899.062500
	Iteration 119Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -17353356.000000 Penalty: 3899.062500
	Iteration 120F: 3 clusters Score -1.735336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 121Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -17353340.000000 Penalty: 3899.062500
	Iteration 122Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 123Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 124Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -17353338.000000 Penalty: 3899.062500
	Iteration 125Q: 3 clusters Score -1.735334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -17353350.000000 Penalty: 3899.062500
	Iteration 126Q: 3 clusters Score -1.735335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 127Q: 3 clusters Score -1.735334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -17353342.000000 Penalty: 3899.062500
	Iteration 128F: 3 clusters Score -1.735334e+07 nChanged 0
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254641312.000000 Penalty: 40614.484375
21->18 Clusters: Score -254641312.000000, best is -254667280.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 38485 members 
Mstep: Class 3 contains 38442 members 
Mstep: Class 4 contains 38346 members 
Mstep: Class 5 contains 38620 members 
Mstep: Class 6 contains 38741 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 38620 members 
Mstep: Class 10 contains 38232 members 
Mstep: Class 11 contains 38593 members 
Mstep: Class 12 contains 38367 members 
Mstep: Class 13 contains 38585 members 
Mstep: Class 14 contains 38082 members 
Mstep: Class 15 contains 38370 members 
Mstep: Class 16 contains 38424 members 
Mstep: Class 17 contains 38802 members 
Mstep: Class 18 contains 38781 members 
Mstep: Class 19 contains 38359 members 
Mstep: Class 20 contains 38451 members 
Mstep: Class 21 contains 38402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 518.856323 but Gain 2210.562500
Score: -81878480.000000 Penalty: 44211.253906
Iteration 0F: 21 clusters Score -8.187848e+07 nChanged 767914
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 2 contains 39693 members 
Mstep: Class 3 contains 59380 members 
Mstep: Class 4 contains 37813 members 
Mstep: Class 5 contains 31526 members 
Mstep: Class 6 contains 43942 members 
Mstep: Class 7 contains 59766 members 
Mstep: Class 8 contains 57310 members 
Mstep: Class 9 contains 90605 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 11 contains 30277 members 
Mstep: Class 12 contains 24042 members 
Mstep: Class 13 contains 35776 members 
Mstep: Class 14 contains 59248 members 
Mstep: Class 15 contains 29765 members 
Mstep: Class 16 contains 39794 members 
Mstep: Class 17 contains 44962 members 
Mstep: Class 18 contains 56871 members 
Mstep: Class 19 contains 22820 members 
Mstep: Class 20 contains 18211 members 
Mstep: Class 21 contains 16676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83446616.000000 Penalty: 44211.253906
Iteration 1F: 21 clusters Score -8.344662e+07 nChanged 282180
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 2 contains 31481 members 
Mstep: Class 3 contains 68607 members 
Mstep: Class 4 contains 35575 members 
Mstep: Class 5 contains 24405 members 
Mstep: Class 6 contains 51681 members 
Mstep: Class 7 contains 56387 members 
Mstep: Class 8 contains 66214 members 
Mstep: Class 9 contains 119615 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 16766 members 
Mstep: Class 12 contains 22698 members 
Mstep: Class 13 contains 26604 members 
Mstep: Class 14 contains 73614 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 38046 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 69775 members 
Mstep: Class 19 contains 17424 members 
Mstep: Class 20 contains 11689 members 
Mstep: Class 21 contains 9133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83799920.000000 Penalty: 44211.253906
Iteration 2F: 21 clusters Score -8.379992e+07 nChanged 179557
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 23494 members 
Mstep: Class 3 contains 85475 members 
Mstep: Class 4 contains 35614 members 
Mstep: Class 5 contains 20252 members 
Mstep: Class 6 contains 53091 members 
Mstep: Class 7 contains 53540 members 
Mstep: Class 8 contains 70418 members 
Mstep: Class 9 contains 143854 members 
Mstep: Class 10 contains 2876 members 
Mstep: Class 11 contains 9634 members 
Mstep: Class 12 contains 20076 members 
Mstep: Class 13 contains 18895 members 
Mstep: Class 14 contains 79654 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 32393 members 
Mstep: Class 17 contains 42604 members 
Mstep: Class 18 contains 81201 members 
Mstep: Class 19 contains 12272 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83956224.000000 Penalty: 44211.253906
Iteration 3F: 21 clusters Score -8.395622e+07 nChanged 131239
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 2 contains 15735 members 
Mstep: Class 3 contains 97490 members 
Mstep: Class 4 contains 35126 members 
Mstep: Class 5 contains 15745 members 
Mstep: Class 6 contains 49912 members 
Mstep: Class 7 contains 49175 members 
Mstep: Class 8 contains 73240 members 
Mstep: Class 9 contains 171820 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 19107 members 
Mstep: Class 13 contains 12688 members 
Mstep: Class 14 contains 83605 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 25753 members 
Mstep: Class 17 contains 36113 members 
Mstep: Class 18 contains 91556 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 5479 members 
Mstep: Class 21 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1906.217285 but Gain 2210.562500
Score: -84059896.000000 Penalty: 42000.691406
Iteration 4F: 20 clusters Score -8.40599e+07 nChanged 114720
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 103753 members 
Mstep: Class 4 contains 34517 members 
Mstep: Class 5 contains 11435 members 
Mstep: Class 6 contains 43842 members 
Mstep: Class 7 contains 42989 members 
Mstep: Class 8 contains 74582 members 
Mstep: Class 9 contains 204302 members 
Mstep: Class 10 contains 1350 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 18952 members 
Mstep: Class 13 contains 8152 members 
Mstep: Class 14 contains 86647 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 28971 members 
Mstep: Class 18 contains 101617 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1767.938599 but Gain 2210.562500
Score: -84146488.000000 Penalty: 39790.128906
Iteration 5F: 19 clusters Score -8.414649e+07 nChanged 101518
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 105271 members 
Mstep: Class 4 contains 33499 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 36575 members 
Mstep: Class 7 contains 35830 members 
Mstep: Class 8 contains 73095 members 
Mstep: Class 9 contains 235813 members 
Mstep: Class 11 contains 5731 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 5105 members 
Mstep: Class 14 contains 88984 members 
Mstep: Class 15 contains 3371 members 
Mstep: Class 16 contains 13245 members 
Mstep: Class 17 contains 22086 members 
Mstep: Class 18 contains 111263 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 20 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1058.129150 but Gain 2210.562500
Score: -84217416.000000 Penalty: 37579.566406
Iteration 6F: 18 clusters Score -8.421742e+07 nChanged 88081
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 103803 members 
Mstep: Class 4 contains 32484 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 29004 members 
Mstep: Class 8 contains 69758 members 
Mstep: Class 9 contains 260329 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 12 contains 19650 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 91996 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 16441 members 
Mstep: Class 18 contains 120608 members 
Mstep: Class 20 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1685.177124 but Gain 2210.562500
Score: -84275472.000000 Penalty: 35369.003906
Iteration 7F: 17 clusters Score -8.427547e+07 nChanged 74038
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 3 contains 100684 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 27549 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 65090 members 
Mstep: Class 9 contains 276217 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 95735 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 12501 members 
Mstep: Class 18 contains 130375 members 
Mstep: Class 20 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1942.263428 but Gain 2210.562500
Score: -84325288.000000 Penalty: 33158.441406
Iteration 8F: 16 clusters Score -8.432529e+07 nChanged 60430
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 3 contains 96418 members 
Mstep: Class 4 contains 30215 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 24992 members 
Mstep: Class 7 contains 18661 members 
Mstep: Class 8 contains 59791 members 
Mstep: Class 9 contains 289923 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 21364 members 
Mstep: Class 14 contains 98239 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 9424 members 
Mstep: Class 18 contains 138768 members 
Mstep: Class 20 contains 6483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84358800.000000 Penalty: 33158.441406
Iteration 9F: 16 clusters Score -8.43588e+07 nChanged 49293
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 3 contains 92032 members 
Mstep: Class 4 contains 29349 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 23205 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 54323 members 
Mstep: Class 9 contains 302198 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 22077 members 
Mstep: Class 14 contains 98578 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7041 members 
Mstep: Class 18 contains 145501 members 
Mstep: Class 20 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84375176.000000 Penalty: 33158.441406
Iteration 10F: 16 clusters Score -8.437518e+07 nChanged 44785
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 3 contains 88535 members 
Mstep: Class 4 contains 28756 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 21753 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 49582 members 
Mstep: Class 9 contains 312258 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 22718 members 
Mstep: Class 14 contains 97780 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 151269 members 
Mstep: Class 20 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1984.700317 but Gain 2210.562500
Score: -84374936.000000 Penalty: 30947.878906
Iteration 11F: 15 clusters Score -8.437494e+07 nChanged 42033
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 3 contains 86495 members 
Mstep: Class 4 contains 28549 members 
Mstep: Class 6 contains 20732 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 46239 members 
Mstep: Class 9 contains 316377 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 23616 members 
Mstep: Class 14 contains 97066 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 947 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 158680 members 
Mstep: Class 20 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84376952.000000 Penalty: 30947.878906
Iteration 12F: 15 clusters Score -8.437695e+07 nChanged 35303
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 3 contains 85272 members 
Mstep: Class 4 contains 28424 members 
Mstep: Class 6 contains 20054 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 43614 members 
Mstep: Class 9 contains 312381 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 24632 members 
Mstep: Class 14 contains 97064 members 
Mstep: Class 15 contains 4504 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 167941 members 
Mstep: Class 20 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84386056.000000 Penalty: 30947.878906
Iteration 13Q: 15 clusters Score -8.438606e+07 nChanged 29452
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 3 contains 84122 members 
Mstep: Class 4 contains 28239 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 7967 members 
Mstep: Class 8 contains 41363 members 
Mstep: Class 9 contains 303920 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 25656 members 
Mstep: Class 14 contains 97852 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 18 contains 179230 members 
Mstep: Class 20 contains 7664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84399896.000000 Penalty: 30947.878906
Iteration 14Q: 15 clusters Score -8.43999e+07 nChanged 26591
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 82735 members 
Mstep: Class 4 contains 28011 members 
Mstep: Class 6 contains 19393 members 
Mstep: Class 7 contains 7377 members 
Mstep: Class 8 contains 39343 members 
Mstep: Class 9 contains 293606 members 
Mstep: Class 11 contains 4759 members 
Mstep: Class 12 contains 26474 members 
Mstep: Class 14 contains 99048 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 191474 members 
Mstep: Class 20 contains 7797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84409472.000000 Penalty: 30947.878906
Iteration 15Q: 15 clusters Score -8.440947e+07 nChanged 25341
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 27760 members 
Mstep: Class 6 contains 19306 members 
Mstep: Class 7 contains 6910 members 
Mstep: Class 8 contains 37594 members 
Mstep: Class 9 contains 282478 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 27196 members 
Mstep: Class 14 contains 100433 members 
Mstep: Class 15 contains 5278 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 203953 members 
Mstep: Class 20 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413384.000000 Penalty: 30947.878906
Iteration 16Q: 15 clusters Score -8.441338e+07 nChanged 24173
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 79762 members 
Mstep: Class 4 contains 27553 members 
Mstep: Class 6 contains 19314 members 
Mstep: Class 7 contains 6575 members 
Mstep: Class 8 contains 36333 members 
Mstep: Class 9 contains 270132 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 27947 members 
Mstep: Class 14 contains 102214 members 
Mstep: Class 15 contains 5503 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 216263 members 
Mstep: Class 20 contains 7910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84416168.000000 Penalty: 30947.878906
Iteration 17Q: 15 clusters Score -8.441617e+07 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 78646 members 
Mstep: Class 4 contains 27354 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 35252 members 
Mstep: Class 9 contains 259770 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 12 contains 28542 members 
Mstep: Class 14 contains 103894 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 103 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 226295 members 
Mstep: Class 20 contains 7914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417976.000000 Penalty: 30947.878906
Iteration 18Q: 15 clusters Score -8.441798e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 77758 members 
Mstep: Class 4 contains 27194 members 
Mstep: Class 6 contains 19234 members 
Mstep: Class 7 contains 5960 members 
Mstep: Class 8 contains 34343 members 
Mstep: Class 9 contains 251054 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 29053 members 
Mstep: Class 14 contains 105469 members 
Mstep: Class 15 contains 5850 members 
Mstep: Class 16 contains 103 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 234454 members 
Mstep: Class 20 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419616.000000 Penalty: 30947.878906
Iteration 19Q: 15 clusters Score -8.441962e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 3 contains 77055 members 
Mstep: Class 4 contains 27063 members 
Mstep: Class 6 contains 19187 members 
Mstep: Class 7 contains 5685 members 
Mstep: Class 8 contains 33658 members 
Mstep: Class 9 contains 244242 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 29389 members 
Mstep: Class 14 contains 106907 members 
Mstep: Class 15 contains 6009 members 
Mstep: Class 16 contains 103 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 240567 members 
Mstep: Class 20 contains 7935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84421144.000000 Penalty: 30947.878906
Iteration 20F: 15 clusters Score -8.442114e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 3 contains 76416 members 
Mstep: Class 4 contains 26964 members 
Mstep: Class 6 contains 19169 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 33117 members 
Mstep: Class 9 contains 239019 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 29586 members 
Mstep: Class 14 contains 108205 members 
Mstep: Class 15 contains 6143 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 244947 members 
Mstep: Class 20 contains 7928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84422728.000000 Penalty: 30947.878906
Iteration 21Q: 15 clusters Score -8.442273e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 75961 members 
Mstep: Class 4 contains 26908 members 
Mstep: Class 6 contains 19198 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 32696 members 
Mstep: Class 9 contains 234190 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 29756 members 
Mstep: Class 14 contains 109350 members 
Mstep: Class 15 contains 6267 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 248704 members 
Mstep: Class 20 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423016.000000 Penalty: 30947.878906
Iteration 22Q: 15 clusters Score -8.442302e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 75656 members 
Mstep: Class 4 contains 26864 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 32423 members 
Mstep: Class 9 contains 228876 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 29900 members 
Mstep: Class 14 contains 110607 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 252470 members 
Mstep: Class 20 contains 7882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423728.000000 Penalty: 30947.878906
Iteration 23Q: 15 clusters Score -8.442373e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 75377 members 
Mstep: Class 4 contains 26848 members 
Mstep: Class 6 contains 19390 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 32216 members 
Mstep: Class 9 contains 223314 members 
Mstep: Class 11 contains 5746 members 
Mstep: Class 12 contains 30117 members 
Mstep: Class 14 contains 111905 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 256196 members 
Mstep: Class 20 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424568.000000 Penalty: 30947.878906
Iteration 24Q: 15 clusters Score -8.442457e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 75165 members 
Mstep: Class 4 contains 26835 members 
Mstep: Class 6 contains 19468 members 
Mstep: Class 7 contains 5132 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 217689 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 30414 members 
Mstep: Class 14 contains 113374 members 
Mstep: Class 15 contains 6609 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 8657 members 
Mstep: Class 18 contains 259536 members 
Mstep: Class 20 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424608.000000 Penalty: 30947.878906
Iteration 25Q: 15 clusters Score -8.442461e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74908 members 
Mstep: Class 4 contains 26841 members 
Mstep: Class 6 contains 19593 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 32025 members 
Mstep: Class 9 contains 212547 members 
Mstep: Class 11 contains 5918 members 
Mstep: Class 12 contains 30730 members 
Mstep: Class 14 contains 114902 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 9199 members 
Mstep: Class 18 contains 262389 members 
Mstep: Class 20 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424640.000000 Penalty: 30947.878906
Iteration 26Q: 15 clusters Score -8.442464e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74720 members 
Mstep: Class 4 contains 26838 members 
Mstep: Class 6 contains 19680 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 31975 members 
Mstep: Class 9 contains 207829 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 31029 members 
Mstep: Class 14 contains 116517 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 264667 members 
Mstep: Class 20 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424232.000000 Penalty: 30947.878906
Iteration 27Q: 15 clusters Score -8.442423e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74532 members 
Mstep: Class 4 contains 26847 members 
Mstep: Class 6 contains 19719 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 31983 members 
Mstep: Class 9 contains 203787 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 31269 members 
Mstep: Class 14 contains 118276 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 266248 members 
Mstep: Class 20 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423456.000000 Penalty: 30947.878906
Iteration 28Q: 15 clusters Score -8.442346e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74385 members 
Mstep: Class 4 contains 26850 members 
Mstep: Class 6 contains 19790 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 31981 members 
Mstep: Class 9 contains 200139 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 31527 members 
Mstep: Class 14 contains 120216 members 
Mstep: Class 15 contains 7009 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 10828 members 
Mstep: Class 18 contains 267194 members 
Mstep: Class 20 contains 7735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423464.000000 Penalty: 30947.878906
Iteration 29Q: 15 clusters Score -8.442346e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74234 members 
Mstep: Class 4 contains 26888 members 
Mstep: Class 6 contains 19820 members 
Mstep: Class 7 contains 5052 members 
Mstep: Class 8 contains 31994 members 
Mstep: Class 9 contains 197134 members 
Mstep: Class 11 contains 5973 members 
Mstep: Class 12 contains 31770 members 
Mstep: Class 14 contains 122237 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 11325 members 
Mstep: Class 18 contains 267431 members 
Mstep: Class 20 contains 7706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423496.000000 Penalty: 30947.878906
Iteration 30Q: 15 clusters Score -8.44235e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 74099 members 
Mstep: Class 4 contains 26924 members 
Mstep: Class 6 contains 19846 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 31981 members 
Mstep: Class 9 contains 194695 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 14 contains 124474 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 267003 members 
Mstep: Class 20 contains 7680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423648.000000 Penalty: 30947.878906
Iteration 31Q: 15 clusters Score -8.442365e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73929 members 
Mstep: Class 4 contains 26955 members 
Mstep: Class 6 contains 19805 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 192780 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 32172 members 
Mstep: Class 14 contains 126955 members 
Mstep: Class 15 contains 7273 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 265823 members 
Mstep: Class 20 contains 7658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423968.000000 Penalty: 30947.878906
Iteration 32Q: 15 clusters Score -8.442397e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73764 members 
Mstep: Class 4 contains 26973 members 
Mstep: Class 6 contains 19748 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 32023 members 
Mstep: Class 9 contains 191430 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 32406 members 
Mstep: Class 14 contains 129622 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 263862 members 
Mstep: Class 20 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84424592.000000 Penalty: 30947.878906
Iteration 33Q: 15 clusters Score -8.442459e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73598 members 
Mstep: Class 4 contains 27005 members 
Mstep: Class 6 contains 19649 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 8 contains 32001 members 
Mstep: Class 9 contains 190490 members 
Mstep: Class 11 contains 5984 members 
Mstep: Class 12 contains 32608 members 
Mstep: Class 14 contains 132560 members 
Mstep: Class 15 contains 7394 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 13103 members 
Mstep: Class 18 contains 261362 members 
Mstep: Class 20 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425168.000000 Penalty: 30947.878906
Iteration 34Q: 15 clusters Score -8.442517e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73444 members 
Mstep: Class 4 contains 27011 members 
Mstep: Class 6 contains 19537 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 189818 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 32882 members 
Mstep: Class 14 contains 135733 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 13486 members 
Mstep: Class 18 contains 258321 members 
Mstep: Class 20 contains 7575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84425664.000000 Penalty: 30947.878906
Iteration 35Q: 15 clusters Score -8.442566e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73269 members 
Mstep: Class 4 contains 27024 members 
Mstep: Class 6 contains 19440 members 
Mstep: Class 7 contains 5543 members 
Mstep: Class 8 contains 32008 members 
Mstep: Class 9 contains 189132 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 33191 members 
Mstep: Class 14 contains 139387 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 13835 members 
Mstep: Class 18 contains 254797 members 
Mstep: Class 20 contains 7539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426808.000000 Penalty: 30947.878906
Iteration 36Q: 15 clusters Score -8.442681e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 73074 members 
Mstep: Class 4 contains 27071 members 
Mstep: Class 6 contains 19361 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 188504 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 33494 members 
Mstep: Class 14 contains 143685 members 
Mstep: Class 15 contains 7562 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14120 members 
Mstep: Class 18 contains 250582 members 
Mstep: Class 20 contains 7510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426816.000000 Penalty: 30947.878906
Iteration 37Q: 15 clusters Score -8.442682e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 72858 members 
Mstep: Class 4 contains 27118 members 
Mstep: Class 6 contains 19241 members 
Mstep: Class 7 contains 5833 members 
Mstep: Class 8 contains 31984 members 
Mstep: Class 9 contains 187820 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 33806 members 
Mstep: Class 14 contains 148290 members 
Mstep: Class 15 contains 7629 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14398 members 
Mstep: Class 18 contains 246183 members 
Mstep: Class 20 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427640.000000 Penalty: 30947.878906
Iteration 38Q: 15 clusters Score -8.442764e+07 nChanged 9960
Entering ConstructFrom: 
Score: -84427640.000000 Penalty: 30947.878906
Entering ConstructFrom: 
Trying to split cluster 3 (72622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Entering Unmasked Estep 
Score: -7594520.500000 Penalty: 1818.866211
	Iteration 0F: 2 clusters Score -7594520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7546157.500000 Penalty: 3637.732422
	Iteration 0F: 3 clusters Score -7546158 nChanged 34267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -7565387.000000 Penalty: 3637.732422
	Iteration 1F: 3 clusters Score -7565387 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7565744.000000 Penalty: 3637.732422
	Iteration 2Q: 3 clusters Score -7565744 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -7566181.000000 Penalty: 3637.732422
	Iteration 3Q: 3 clusters Score -7566181 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -7566734.000000 Penalty: 3637.732422
	Iteration 4Q: 3 clusters Score -7566734 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7567558.500000 Penalty: 3637.732422
	Iteration 5Q: 3 clusters Score -7567558 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7568970.000000 Penalty: 3637.732422
	Iteration 6Q: 3 clusters Score -7568970 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -7571399.000000 Penalty: 3637.732422
	Iteration 7F: 3 clusters Score -7571399 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7575592.500000 Penalty: 3637.732422
	Iteration 8F: 3 clusters Score -7575592 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7581239.500000 Penalty: 3637.732422
	Iteration 9F: 3 clusters Score -7581240 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -7586615.500000 Penalty: 3637.732422
	Iteration 10F: 3 clusters Score -7586616 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7590119.000000 Penalty: 3637.732422
	Iteration 11F: 3 clusters Score -7590119 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7591675.000000 Penalty: 3637.732422
	Iteration 12Q: 3 clusters Score -7591675 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7592357.000000 Penalty: 3637.732422
	Iteration 13Q: 3 clusters Score -7592357 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7592622.000000 Penalty: 3637.732422
	Iteration 14Q: 3 clusters Score -7592622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7592781.500000 Penalty: 3637.732422
	Iteration 15Q: 3 clusters Score -7592782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7592865.000000 Penalty: 3637.732422
	Iteration 16Q: 3 clusters Score -7592865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7592908.500000 Penalty: 3637.732422
	Iteration 17Q: 3 clusters Score -7592908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7592933.500000 Penalty: 3637.732422
	Iteration 18Q: 3 clusters Score -7592934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7592951.500000 Penalty: 3637.732422
	Iteration 19Q: 3 clusters Score -7592952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7592976.500000 Penalty: 3637.732422
	Iteration 20F: 3 clusters Score -7592976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7592980.500000 Penalty: 3637.732422
	Iteration 21Q: 3 clusters Score -7592980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7592981.500000 Penalty: 3637.732422
	Iteration 22Q: 3 clusters Score -7592982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7592990.000000 Penalty: 3637.732422
	Iteration 23Q: 3 clusters Score -7592990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7592994.000000 Penalty: 3637.732422
	Iteration 24Q: 3 clusters Score -7592994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7592997.500000 Penalty: 3637.732422
	Iteration 25Q: 3 clusters Score -7592998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7593006.000000 Penalty: 3637.732422
	Iteration 26Q: 3 clusters Score -7593006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7593004.000000 Penalty: 3637.732422
	Iteration 27Q: 3 clusters Score -7593004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7593004.500000 Penalty: 3637.732422
	Iteration 28Q: 3 clusters Score -7593004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7593008.000000 Penalty: 3637.732422
	Iteration 29Q: 3 clusters Score -7593008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7593008.500000 Penalty: 3637.732422
	Iteration 30Q: 3 clusters Score -7593008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7593008.500000 Penalty: 3637.732422
	Iteration 31F: 3 clusters Score -7593008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Entering Unmasked Estep 
Score: -2799062.500000 Penalty: 1659.019897
	Iteration 0F: 2 clusters Score -2799062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2780874.000000 Penalty: 3318.039795
	Iteration 0F: 3 clusters Score -2780874 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2787813.250000 Penalty: 3318.039795
	Iteration 1F: 3 clusters Score -2787813 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2788487.500000 Penalty: 3318.039795
	Iteration 2F: 3 clusters Score -2788488 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2789288.250000 Penalty: 3318.039795
	Iteration 3F: 3 clusters Score -2789288 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2790130.250000 Penalty: 3318.039795
	Iteration 4F: 3 clusters Score -2790130 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2790854.500000 Penalty: 3318.039795
	Iteration 5F: 3 clusters Score -2790854 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2791452.500000 Penalty: 3318.039795
	Iteration 6F: 3 clusters Score -2791452 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2791954.000000 Penalty: 3318.039795
	Iteration 7Q: 3 clusters Score -2791954 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2792345.000000 Penalty: 3318.039795
	Iteration 8Q: 3 clusters Score -2792345 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2792756.000000 Penalty: 3318.039795
	Iteration 9Q: 3 clusters Score -2792756 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2793123.750000 Penalty: 3318.039795
	Iteration 10Q: 3 clusters Score -2793124 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2793495.000000 Penalty: 3318.039795
	Iteration 11Q: 3 clusters Score -2793495 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2793902.750000 Penalty: 3318.039795
	Iteration 12Q: 3 clusters Score -2793903 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2794295.500000 Penalty: 3318.039795
	Iteration 13Q: 3 clusters Score -2794296 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2794680.250000 Penalty: 3318.039795
	Iteration 14Q: 3 clusters Score -2794680 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2795084.750000 Penalty: 3318.039795
	Iteration 15Q: 3 clusters Score -2795085 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2795575.500000 Penalty: 3318.039795
	Iteration 16Q: 3 clusters Score -2795576 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2796222.500000 Penalty: 3318.039795
	Iteration 17Q: 3 clusters Score -2796222 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2797223.500000 Penalty: 3318.039795
	Iteration 18Q: 3 clusters Score -2797224 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2798489.000000 Penalty: 3318.039795
	Iteration 19Q: 3 clusters Score -2798489 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2799005.000000 Penalty: 3318.039795
	Iteration 20F: 3 clusters Score -2799005 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2799218.250000 Penalty: 3318.039795
	Iteration 21Q: 3 clusters Score -2799218 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2799389.250000 Penalty: 3318.039795
	Iteration 22Q: 3 clusters Score -2799389 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2799545.000000 Penalty: 3318.039795
	Iteration 23Q: 3 clusters Score -2799545 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2799669.000000 Penalty: 3318.039795
	Iteration 24Q: 3 clusters Score -2799669 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2799786.000000 Penalty: 3318.039795
	Iteration 25Q: 3 clusters Score -2799786 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2799891.250000 Penalty: 3318.039795
	Iteration 26Q: 3 clusters Score -2799891 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2800028.000000 Penalty: 3318.039795
	Iteration 27Q: 3 clusters Score -2800028 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2800154.500000 Penalty: 3318.039795
	Iteration 28Q: 3 clusters Score -2800154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2800270.000000 Penalty: 3318.039795
	Iteration 29Q: 3 clusters Score -2800270 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2800359.250000 Penalty: 3318.039795
	Iteration 30Q: 3 clusters Score -2800359 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2800440.750000 Penalty: 3318.039795
	Iteration 31Q: 3 clusters Score -2800441 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2800515.500000 Penalty: 3318.039795
	Iteration 32Q: 3 clusters Score -2800516 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2800600.250000 Penalty: 3318.039795
	Iteration 33Q: 3 clusters Score -2800600 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2800653.000000 Penalty: 3318.039795
	Iteration 34Q: 3 clusters Score -2800653 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2800700.500000 Penalty: 3318.039795
	Iteration 35Q: 3 clusters Score -2800700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2800764.250000 Penalty: 3318.039795
	Iteration 36Q: 3 clusters Score -2800764 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2800812.500000 Penalty: 3318.039795
	Iteration 37Q: 3 clusters Score -2800812 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2800860.750000 Penalty: 3318.039795
	Iteration 38Q: 3 clusters Score -2800861 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2800912.750000 Penalty: 3318.039795
	Iteration 39Q: 3 clusters Score -2800913 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2801124.750000 Penalty: 3318.039795
	Iteration 40F: 3 clusters Score -2801125 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2801394.750000 Penalty: 3318.039795
	Iteration 41Q: 3 clusters Score -2801395 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2801641.250000 Penalty: 3318.039795
	Iteration 42Q: 3 clusters Score -2801641 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2801932.750000 Penalty: 3318.039795
	Iteration 43Q: 3 clusters Score -2801933 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2802267.250000 Penalty: 3318.039795
	Iteration 44Q: 3 clusters Score -2802267 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2802641.000000 Penalty: 3318.039795
	Iteration 45Q: 3 clusters Score -2802641 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2803132.250000 Penalty: 3318.039795
	Iteration 46Q: 3 clusters Score -2803132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2803614.750000 Penalty: 3318.039795
	Iteration 47Q: 3 clusters Score -2803615 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2803945.500000 Penalty: 3318.039795
	Iteration 48Q: 3 clusters Score -2803946 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2804084.500000 Penalty: 3318.039795
	Iteration 49Q: 3 clusters Score -2804084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2804221.750000 Penalty: 3318.039795
	Iteration 50Q: 3 clusters Score -2804222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2804257.750000 Penalty: 3318.039795
	Iteration 51Q: 3 clusters Score -2804258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2804288.250000 Penalty: 3318.039795
	Iteration 52Q: 3 clusters Score -2804288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2804303.000000 Penalty: 3318.039795
	Iteration 53Q: 3 clusters Score -2804303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2804318.750000 Penalty: 3318.039795
	Iteration 54Q: 3 clusters Score -2804319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2804317.500000 Penalty: 3318.039795
	Iteration 55Q: 3 clusters Score -2804318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2804323.500000 Penalty: 3318.039795
	Iteration 56Q: 3 clusters Score -2804324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2804323.000000 Penalty: 3318.039795
	Iteration 57Q: 3 clusters Score -2804323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2804323.750000 Penalty: 3318.039795
	Iteration 58Q: 3 clusters Score -2804324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2804320.250000 Penalty: 3318.039795
	Iteration 59Q: 3 clusters Score -2804320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2804490.000000 Penalty: 3318.039795
	Iteration 60F: 3 clusters Score -2804490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2804612.000000 Penalty: 3318.039795
	Iteration 61Q: 3 clusters Score -2804612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2804645.250000 Penalty: 3318.039795
	Iteration 62Q: 3 clusters Score -2804645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2804651.750000 Penalty: 3318.039795
	Iteration 63Q: 3 clusters Score -2804652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2804657.750000 Penalty: 3318.039795
	Iteration 64Q: 3 clusters Score -2804658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2804664.500000 Penalty: 3318.039795
	Iteration 65Q: 3 clusters Score -2804664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2804659.500000 Penalty: 3318.039795
	Iteration 66Q: 3 clusters Score -2804660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2804662.250000 Penalty: 3318.039795
	Iteration 67Q: 3 clusters Score -2804662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2804663.000000 Penalty: 3318.039795
	Iteration 68Q: 3 clusters Score -2804663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2804663.750000 Penalty: 3318.039795
	Iteration 69Q: 3 clusters Score -2804664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2804666.250000 Penalty: 3318.039795
	Iteration 70Q: 3 clusters Score -2804666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2804666.750000 Penalty: 3318.039795
	Iteration 71Q: 3 clusters Score -2804667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2804666.750000 Penalty: 3318.039795
	Iteration 72F: 3 clusters Score -2804667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 187207 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 34155 members 
Mstep: Class 14 contains 153222 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 241467 members 
Mstep: Class 20 contains 7468 members 
Entering Unmasked Estep 
Score: -84431744.000000 Penalty: 33158.441406
Splitting cluster 4 changes total score from -84427640.000000 to -84431744.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (19106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Entering Unmasked Estep 
Score: -2055182.875000 Penalty: 1601.885620
	Iteration 0F: 2 clusters Score -2055183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2042118.250000 Penalty: 3203.771240
	Iteration 0F: 3 clusters Score -2042118 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2047036.125000 Penalty: 3203.771240
	Iteration 1F: 3 clusters Score -2047036 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2047693.625000 Penalty: 3203.771240
	Iteration 2F: 3 clusters Score -2047694 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2048454.500000 Penalty: 3203.771240
	Iteration 3F: 3 clusters Score -2048454 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2049319.625000 Penalty: 3203.771240
	Iteration 4F: 3 clusters Score -2049320 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2050241.625000 Penalty: 3203.771240
	Iteration 5F: 3 clusters Score -2050242 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2051096.000000 Penalty: 3203.771240
	Iteration 6F: 3 clusters Score -2051096 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2051796.125000 Penalty: 3203.771240
	Iteration 7F: 3 clusters Score -2051796 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2052196.875000 Penalty: 3203.771240
	Iteration 8Q: 3 clusters Score -2052197 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2052412.000000 Penalty: 3203.771240
	Iteration 9Q: 3 clusters Score -2052412 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2052535.125000 Penalty: 3203.771240
	Iteration 10Q: 3 clusters Score -2052535 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2052615.125000 Penalty: 3203.771240
	Iteration 11Q: 3 clusters Score -2052615 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2052677.375000 Penalty: 3203.771240
	Iteration 12Q: 3 clusters Score -2052677 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2052714.375000 Penalty: 3203.771240
	Iteration 13Q: 3 clusters Score -2052714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2052749.000000 Penalty: 3203.771240
	Iteration 14Q: 3 clusters Score -2052749 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2052788.750000 Penalty: 3203.771240
	Iteration 15Q: 3 clusters Score -2052789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2052816.250000 Penalty: 3203.771240
	Iteration 16Q: 3 clusters Score -2052816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2052829.875000 Penalty: 3203.771240
	Iteration 17Q: 3 clusters Score -2052830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2052846.625000 Penalty: 3203.771240
	Iteration 18Q: 3 clusters Score -2052847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2052869.250000 Penalty: 3203.771240
	Iteration 19Q: 3 clusters Score -2052869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2052883.000000 Penalty: 3203.771240
	Iteration 20F: 3 clusters Score -2052883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2052894.125000 Penalty: 3203.771240
	Iteration 21Q: 3 clusters Score -2052894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2052902.625000 Penalty: 3203.771240
	Iteration 22Q: 3 clusters Score -2052903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2052903.375000 Penalty: 3203.771240
	Iteration 23Q: 3 clusters Score -2052903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2052913.250000 Penalty: 3203.771240
	Iteration 24Q: 3 clusters Score -2052913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2052917.750000 Penalty: 3203.771240
	Iteration 25Q: 3 clusters Score -2052918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2052923.750000 Penalty: 3203.771240
	Iteration 26Q: 3 clusters Score -2052924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2052932.250000 Penalty: 3203.771240
	Iteration 27Q: 3 clusters Score -2052932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2052935.500000 Penalty: 3203.771240
	Iteration 28Q: 3 clusters Score -2052936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2052939.250000 Penalty: 3203.771240
	Iteration 29Q: 3 clusters Score -2052939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2052949.250000 Penalty: 3203.771240
	Iteration 30Q: 3 clusters Score -2052949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2052949.625000 Penalty: 3203.771240
	Iteration 31Q: 3 clusters Score -2052950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2052953.625000 Penalty: 3203.771240
	Iteration 32Q: 3 clusters Score -2052954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2052964.875000 Penalty: 3203.771240
	Iteration 33Q: 3 clusters Score -2052965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2052974.750000 Penalty: 3203.771240
	Iteration 34Q: 3 clusters Score -2052975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2052979.500000 Penalty: 3203.771240
	Iteration 35Q: 3 clusters Score -2052980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2052992.750000 Penalty: 3203.771240
	Iteration 36Q: 3 clusters Score -2052993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2052994.250000 Penalty: 3203.771240
	Iteration 37Q: 3 clusters Score -2052994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2053003.875000 Penalty: 3203.771240
	Iteration 38Q: 3 clusters Score -2053004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2053005.375000 Penalty: 3203.771240
	Iteration 39Q: 3 clusters Score -2053005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2053005.875000 Penalty: 3203.771240
	Iteration 40F: 3 clusters Score -2053006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2053013.125000 Penalty: 3203.771240
	Iteration 41Q: 3 clusters Score -2053013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2053014.375000 Penalty: 3203.771240
	Iteration 42Q: 3 clusters Score -2053014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2053019.125000 Penalty: 3203.771240
	Iteration 43Q: 3 clusters Score -2053019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2053025.375000 Penalty: 3203.771240
	Iteration 44Q: 3 clusters Score -2053025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2053029.250000 Penalty: 3203.771240
	Iteration 45Q: 3 clusters Score -2053029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2053031.125000 Penalty: 3203.771240
	Iteration 46Q: 3 clusters Score -2053031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2053032.625000 Penalty: 3203.771240
	Iteration 47Q: 3 clusters Score -2053033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2053030.875000 Penalty: 3203.771240
	Iteration 48Q: 3 clusters Score -2053031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2053037.375000 Penalty: 3203.771240
	Iteration 49Q: 3 clusters Score -2053037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2053034.750000 Penalty: 3203.771240
	Iteration 50Q: 3 clusters Score -2053035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2053039.000000 Penalty: 3203.771240
	Iteration 51Q: 3 clusters Score -2053039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2053038.125000 Penalty: 3203.771240
	Iteration 52Q: 3 clusters Score -2053038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2053044.375000 Penalty: 3203.771240
	Iteration 53Q: 3 clusters Score -2053044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2053049.750000 Penalty: 3203.771240
	Iteration 54Q: 3 clusters Score -2053050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2053048.625000 Penalty: 3203.771240
	Iteration 55Q: 3 clusters Score -2053049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2053058.500000 Penalty: 3203.771240
	Iteration 56Q: 3 clusters Score -2053058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2053058.625000 Penalty: 3203.771240
	Iteration 57Q: 3 clusters Score -2053059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2053063.375000 Penalty: 3203.771240
	Iteration 58Q: 3 clusters Score -2053063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2053078.000000 Penalty: 3203.771240
	Iteration 59Q: 3 clusters Score -2053078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2053079.875000 Penalty: 3203.771240
	Iteration 60F: 3 clusters Score -2053080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2053085.000000 Penalty: 3203.771240
	Iteration 61Q: 3 clusters Score -2053085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2053088.875000 Penalty: 3203.771240
	Iteration 62Q: 3 clusters Score -2053089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2053098.000000 Penalty: 3203.771240
	Iteration 63Q: 3 clusters Score -2053098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2053105.250000 Penalty: 3203.771240
	Iteration 64Q: 3 clusters Score -2053105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2053113.625000 Penalty: 3203.771240
	Iteration 65Q: 3 clusters Score -2053114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2053127.250000 Penalty: 3203.771240
	Iteration 66Q: 3 clusters Score -2053127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2053130.125000 Penalty: 3203.771240
	Iteration 67Q: 3 clusters Score -2053130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2053136.500000 Penalty: 3203.771240
	Iteration 68Q: 3 clusters Score -2053136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2053137.875000 Penalty: 3203.771240
	Iteration 69Q: 3 clusters Score -2053138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2053145.375000 Penalty: 3203.771240
	Iteration 70Q: 3 clusters Score -2053145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2053152.875000 Penalty: 3203.771240
	Iteration 71Q: 3 clusters Score -2053153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2053166.875000 Penalty: 3203.771240
	Iteration 72Q: 3 clusters Score -2053167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2053175.000000 Penalty: 3203.771240
	Iteration 73Q: 3 clusters Score -2053175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2053178.875000 Penalty: 3203.771240
	Iteration 74Q: 3 clusters Score -2053179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2053190.500000 Penalty: 3203.771240
	Iteration 75Q: 3 clusters Score -2053190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2053199.375000 Penalty: 3203.771240
	Iteration 76Q: 3 clusters Score -2053199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2053201.000000 Penalty: 3203.771240
	Iteration 77Q: 3 clusters Score -2053201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2053209.250000 Penalty: 3203.771240
	Iteration 78Q: 3 clusters Score -2053209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2053210.000000 Penalty: 3203.771240
	Iteration 79Q: 3 clusters Score -2053210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2053212.875000 Penalty: 3203.771240
	Iteration 80F: 3 clusters Score -2053213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2053210.625000 Penalty: 3203.771240
	Iteration 81Q: 3 clusters Score -2053211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2053215.750000 Penalty: 3203.771240
	Iteration 82Q: 3 clusters Score -2053216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2053220.250000 Penalty: 3203.771240
	Iteration 83Q: 3 clusters Score -2053220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2053225.625000 Penalty: 3203.771240
	Iteration 84Q: 3 clusters Score -2053226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2053231.250000 Penalty: 3203.771240
	Iteration 85Q: 3 clusters Score -2053231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2053243.000000 Penalty: 3203.771240
	Iteration 86Q: 3 clusters Score -2053243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2053244.625000 Penalty: 3203.771240
	Iteration 87Q: 3 clusters Score -2053245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2053253.125000 Penalty: 3203.771240
	Iteration 88Q: 3 clusters Score -2053253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2053256.625000 Penalty: 3203.771240
	Iteration 89Q: 3 clusters Score -2053257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2053261.625000 Penalty: 3203.771240
	Iteration 90Q: 3 clusters Score -2053262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2053264.750000 Penalty: 3203.771240
	Iteration 91Q: 3 clusters Score -2053265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2053269.250000 Penalty: 3203.771240
	Iteration 92Q: 3 clusters Score -2053269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2053277.750000 Penalty: 3203.771240
	Iteration 93Q: 3 clusters Score -2053278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2053283.875000 Penalty: 3203.771240
	Iteration 94Q: 3 clusters Score -2053284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2053285.875000 Penalty: 3203.771240
	Iteration 95Q: 3 clusters Score -2053286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2053294.250000 Penalty: 3203.771240
	Iteration 96Q: 3 clusters Score -2053294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2053305.000000 Penalty: 3203.771240
	Iteration 97Q: 3 clusters Score -2053305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2053308.625000 Penalty: 3203.771240
	Iteration 98Q: 3 clusters Score -2053309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2053318.000000 Penalty: 3203.771240
	Iteration 99Q: 3 clusters Score -2053318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2053323.500000 Penalty: 3203.771240
	Iteration 100F: 3 clusters Score -2053324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2053321.375000 Penalty: 3203.771240
	Iteration 101Q: 3 clusters Score -2053321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2053336.750000 Penalty: 3203.771240
	Iteration 102Q: 3 clusters Score -2053337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2053337.875000 Penalty: 3203.771240
	Iteration 103Q: 3 clusters Score -2053338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2053338.750000 Penalty: 3203.771240
	Iteration 104Q: 3 clusters Score -2053339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2053346.750000 Penalty: 3203.771240
	Iteration 105Q: 3 clusters Score -2053347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2053347.125000 Penalty: 3203.771240
	Iteration 106Q: 3 clusters Score -2053347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2053349.750000 Penalty: 3203.771240
	Iteration 107Q: 3 clusters Score -2053350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2053354.250000 Penalty: 3203.771240
	Iteration 108Q: 3 clusters Score -2053354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2053357.000000 Penalty: 3203.771240
	Iteration 109Q: 3 clusters Score -2053357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2053357.750000 Penalty: 3203.771240
	Iteration 110Q: 3 clusters Score -2053358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2053357.500000 Penalty: 3203.771240
	Iteration 111Q: 3 clusters Score -2053358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2053367.375000 Penalty: 3203.771240
	Iteration 112Q: 3 clusters Score -2053367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2053366.500000 Penalty: 3203.771240
	Iteration 113Q: 3 clusters Score -2053366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2053372.750000 Penalty: 3203.771240
	Iteration 114Q: 3 clusters Score -2053373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2053375.125000 Penalty: 3203.771240
	Iteration 115Q: 3 clusters Score -2053375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2053378.000000 Penalty: 3203.771240
	Iteration 116Q: 3 clusters Score -2053378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2053380.375000 Penalty: 3203.771240
	Iteration 117Q: 3 clusters Score -2053380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2053382.625000 Penalty: 3203.771240
	Iteration 118Q: 3 clusters Score -2053383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2053387.250000 Penalty: 3203.771240
	Iteration 119Q: 3 clusters Score -2053387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2053395.875000 Penalty: 3203.771240
	Iteration 120F: 3 clusters Score -2053396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2053399.625000 Penalty: 3203.771240
	Iteration 121Q: 3 clusters Score -2053400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2053399.500000 Penalty: 3203.771240
	Iteration 122Q: 3 clusters Score -2053400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2053404.500000 Penalty: 3203.771240
	Iteration 123Q: 3 clusters Score -2053404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2053411.250000 Penalty: 3203.771240
	Iteration 124Q: 3 clusters Score -2053411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2053417.125000 Penalty: 3203.771240
	Iteration 125Q: 3 clusters Score -2053417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2053423.750000 Penalty: 3203.771240
	Iteration 126Q: 3 clusters Score -2053424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2053425.750000 Penalty: 3203.771240
	Iteration 127Q: 3 clusters Score -2053426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2053432.125000 Penalty: 3203.771240
	Iteration 128Q: 3 clusters Score -2053432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2053434.500000 Penalty: 3203.771240
	Iteration 129Q: 3 clusters Score -2053434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2053441.375000 Penalty: 3203.771240
	Iteration 130Q: 3 clusters Score -2053441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2053449.125000 Penalty: 3203.771240
	Iteration 131Q: 3 clusters Score -2053449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2053449.375000 Penalty: 3203.771240
	Iteration 132Q: 3 clusters Score -2053449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2053457.875000 Penalty: 3203.771240
	Iteration 133Q: 3 clusters Score -2053458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2053462.500000 Penalty: 3203.771240
	Iteration 134Q: 3 clusters Score -2053462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2053473.500000 Penalty: 3203.771240
	Iteration 135Q: 3 clusters Score -2053474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2053483.500000 Penalty: 3203.771240
	Iteration 136Q: 3 clusters Score -2053484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2053498.375000 Penalty: 3203.771240
	Iteration 137Q: 3 clusters Score -2053498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2053505.125000 Penalty: 3203.771240
	Iteration 138Q: 3 clusters Score -2053505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2053506.750000 Penalty: 3203.771240
	Iteration 139Q: 3 clusters Score -2053507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2053507.250000 Penalty: 3203.771240
	Iteration 140F: 3 clusters Score -2053507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2053518.125000 Penalty: 3203.771240
	Iteration 141Q: 3 clusters Score -2053518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2053529.750000 Penalty: 3203.771240
	Iteration 142Q: 3 clusters Score -2053530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2053542.375000 Penalty: 3203.771240
	Iteration 143Q: 3 clusters Score -2053542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2053559.000000 Penalty: 3203.771240
	Iteration 144Q: 3 clusters Score -2053559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2053565.250000 Penalty: 3203.771240
	Iteration 145Q: 3 clusters Score -2053565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2053578.625000 Penalty: 3203.771240
	Iteration 146Q: 3 clusters Score -2053579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2053585.625000 Penalty: 3203.771240
	Iteration 147Q: 3 clusters Score -2053586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2053591.125000 Penalty: 3203.771240
	Iteration 148Q: 3 clusters Score -2053591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2053600.250000 Penalty: 3203.771240
	Iteration 149Q: 3 clusters Score -2053600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2053611.125000 Penalty: 3203.771240
	Iteration 150Q: 3 clusters Score -2053611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2053629.000000 Penalty: 3203.771240
	Iteration 151Q: 3 clusters Score -2053629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2053648.375000 Penalty: 3203.771240
	Iteration 152Q: 3 clusters Score -2053648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2053661.375000 Penalty: 3203.771240
	Iteration 153Q: 3 clusters Score -2053661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2053670.750000 Penalty: 3203.771240
	Iteration 154Q: 3 clusters Score -2053671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2053678.875000 Penalty: 3203.771240
	Iteration 155Q: 3 clusters Score -2053679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2053693.125000 Penalty: 3203.771240
	Iteration 156Q: 3 clusters Score -2053693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2053704.625000 Penalty: 3203.771240
	Iteration 157Q: 3 clusters Score -2053705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2053712.250000 Penalty: 3203.771240
	Iteration 158Q: 3 clusters Score -2053712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2053719.375000 Penalty: 3203.771240
	Iteration 159Q: 3 clusters Score -2053719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2053717.875000 Penalty: 3203.771240
	Iteration 160F: 3 clusters Score -2053718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2053722.625000 Penalty: 3203.771240
	Iteration 161Q: 3 clusters Score -2053723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2053729.125000 Penalty: 3203.771240
	Iteration 162Q: 3 clusters Score -2053729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2053732.750000 Penalty: 3203.771240
	Iteration 163Q: 3 clusters Score -2053733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2053734.625000 Penalty: 3203.771240
	Iteration 164Q: 3 clusters Score -2053735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2053742.875000 Penalty: 3203.771240
	Iteration 165Q: 3 clusters Score -2053743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2053738.000000 Penalty: 3203.771240
	Iteration 166Q: 3 clusters Score -2053738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2053751.250000 Penalty: 3203.771240
	Iteration 167Q: 3 clusters Score -2053751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2053758.875000 Penalty: 3203.771240
	Iteration 168Q: 3 clusters Score -2053759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2053764.000000 Penalty: 3203.771240
	Iteration 169Q: 3 clusters Score -2053764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2053768.750000 Penalty: 3203.771240
	Iteration 170Q: 3 clusters Score -2053769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2053773.750000 Penalty: 3203.771240
	Iteration 171Q: 3 clusters Score -2053774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2053782.000000 Penalty: 3203.771240
	Iteration 172Q: 3 clusters Score -2053782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2053786.750000 Penalty: 3203.771240
	Iteration 173Q: 3 clusters Score -2053787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2053786.875000 Penalty: 3203.771240
	Iteration 174Q: 3 clusters Score -2053787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2053795.875000 Penalty: 3203.771240
	Iteration 175Q: 3 clusters Score -2053796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2053802.625000 Penalty: 3203.771240
	Iteration 176Q: 3 clusters Score -2053803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2053801.875000 Penalty: 3203.771240
	Iteration 177Q: 3 clusters Score -2053802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2053806.875000 Penalty: 3203.771240
	Iteration 178Q: 3 clusters Score -2053807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2053812.000000 Penalty: 3203.771240
	Iteration 179Q: 3 clusters Score -2053812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2053818.500000 Penalty: 3203.771240
	Iteration 180F: 3 clusters Score -2053818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2053823.000000 Penalty: 3203.771240
	Iteration 181Q: 3 clusters Score -2053823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2053827.500000 Penalty: 3203.771240
	Iteration 182Q: 3 clusters Score -2053828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2053831.250000 Penalty: 3203.771240
	Iteration 183Q: 3 clusters Score -2053831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2053832.750000 Penalty: 3203.771240
	Iteration 184Q: 3 clusters Score -2053833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2053840.500000 Penalty: 3203.771240
	Iteration 185Q: 3 clusters Score -2053840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2053844.625000 Penalty: 3203.771240
	Iteration 186Q: 3 clusters Score -2053845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2053843.500000 Penalty: 3203.771240
	Iteration 187Q: 3 clusters Score -2053844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2053843.000000 Penalty: 3203.771240
	Iteration 188Q: 3 clusters Score -2053843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2053848.875000 Penalty: 3203.771240
	Iteration 189Q: 3 clusters Score -2053849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2053850.750000 Penalty: 3203.771240
	Iteration 190Q: 3 clusters Score -2053851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2053853.000000 Penalty: 3203.771240
	Iteration 191Q: 3 clusters Score -2053853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2053854.875000 Penalty: 3203.771240
	Iteration 192Q: 3 clusters Score -2053855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2053854.000000 Penalty: 3203.771240
	Iteration 193Q: 3 clusters Score -2053854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2053854.000000 Penalty: 3203.771240
	Iteration 194F: 3 clusters Score -2053854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -658371.375000 Penalty: 1412.201904
	Iteration 0F: 2 clusters Score -658371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -653819.812500 Penalty: 2824.403809
	Iteration 0F: 3 clusters Score -653819.8 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -655158.875000 Penalty: 2824.403809
	Iteration 1F: 3 clusters Score -655158.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -655348.312500 Penalty: 2824.403809
	Iteration 2F: 3 clusters Score -655348.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -655508.500000 Penalty: 2824.403809
	Iteration 3F: 3 clusters Score -655508.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -655649.250000 Penalty: 2824.403809
	Iteration 4Q: 3 clusters Score -655649.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -655807.000000 Penalty: 2824.403809
	Iteration 5Q: 3 clusters Score -655807 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -655947.250000 Penalty: 2824.403809
	Iteration 6Q: 3 clusters Score -655947.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -656082.500000 Penalty: 2824.403809
	Iteration 7Q: 3 clusters Score -656082.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -656236.937500 Penalty: 2824.403809
	Iteration 8Q: 3 clusters Score -656236.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -656388.125000 Penalty: 2824.403809
	Iteration 9Q: 3 clusters Score -656388.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -656537.437500 Penalty: 2824.403809
	Iteration 10Q: 3 clusters Score -656537.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -656647.250000 Penalty: 2824.403809
	Iteration 11Q: 3 clusters Score -656647.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -656740.250000 Penalty: 2824.403809
	Iteration 12Q: 3 clusters Score -656740.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -656821.375000 Penalty: 2824.403809
	Iteration 13Q: 3 clusters Score -656821.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -656889.625000 Penalty: 2824.403809
	Iteration 14Q: 3 clusters Score -656889.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -656939.250000 Penalty: 2824.403809
	Iteration 15Q: 3 clusters Score -656939.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -656973.125000 Penalty: 2824.403809
	Iteration 16Q: 3 clusters Score -656973.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -656996.437500 Penalty: 2824.403809
	Iteration 17Q: 3 clusters Score -656996.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -657010.125000 Penalty: 2824.403809
	Iteration 18Q: 3 clusters Score -657010.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -657022.750000 Penalty: 2824.403809
	Iteration 19Q: 3 clusters Score -657022.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -657033.750000 Penalty: 2824.403809
	Iteration 20F: 3 clusters Score -657033.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -657042.812500 Penalty: 2824.403809
	Iteration 21Q: 3 clusters Score -657042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -657050.250000 Penalty: 2824.403809
	Iteration 22Q: 3 clusters Score -657050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -657057.500000 Penalty: 2824.403809
	Iteration 23Q: 3 clusters Score -657057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -657066.625000 Penalty: 2824.403809
	Iteration 24Q: 3 clusters Score -657066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -657071.812500 Penalty: 2824.403809
	Iteration 25Q: 3 clusters Score -657071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -657077.937500 Penalty: 2824.403809
	Iteration 26Q: 3 clusters Score -657077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -657086.062500 Penalty: 2824.403809
	Iteration 27Q: 3 clusters Score -657086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -657091.437500 Penalty: 2824.403809
	Iteration 28Q: 3 clusters Score -657091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -657094.437500 Penalty: 2824.403809
	Iteration 29Q: 3 clusters Score -657094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -657096.000000 Penalty: 2824.403809
	Iteration 30Q: 3 clusters Score -657096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -657098.875000 Penalty: 2824.403809
	Iteration 31Q: 3 clusters Score -657098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -657098.812500 Penalty: 2824.403809
	Iteration 32Q: 3 clusters Score -657098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -657102.000000 Penalty: 2824.403809
	Iteration 33Q: 3 clusters Score -657102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -657107.750000 Penalty: 2824.403809
	Iteration 34Q: 3 clusters Score -657107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -657112.937500 Penalty: 2824.403809
	Iteration 35Q: 3 clusters Score -657112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -657114.562500 Penalty: 2824.403809
	Iteration 36Q: 3 clusters Score -657114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -657116.625000 Penalty: 2824.403809
	Iteration 37Q: 3 clusters Score -657116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -657119.187500 Penalty: 2824.403809
	Iteration 38Q: 3 clusters Score -657119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -657126.250000 Penalty: 2824.403809
	Iteration 39Q: 3 clusters Score -657126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -657127.875000 Penalty: 2824.403809
	Iteration 40F: 3 clusters Score -657127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -657128.937500 Penalty: 2824.403809
	Iteration 41Q: 3 clusters Score -657128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -657129.625000 Penalty: 2824.403809
	Iteration 42Q: 3 clusters Score -657129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -657129.625000 Penalty: 2824.403809
	Iteration 43F: 3 clusters Score -657129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -3329229.250000 Penalty: 1685.356812
	Iteration 0F: 2 clusters Score -3329229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3307852.500000 Penalty: 3370.713623
	Iteration 0F: 3 clusters Score -3307852 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3315877.750000 Penalty: 3370.713623
	Iteration 1F: 3 clusters Score -3315878 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3316337.750000 Penalty: 3370.713623
	Iteration 2Q: 3 clusters Score -3316338 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3316796.750000 Penalty: 3370.713623
	Iteration 3Q: 3 clusters Score -3316797 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3317297.000000 Penalty: 3370.713623
	Iteration 4Q: 3 clusters Score -3317297 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3317918.250000 Penalty: 3370.713623
	Iteration 5Q: 3 clusters Score -3317918 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3318707.750000 Penalty: 3370.713623
	Iteration 6Q: 3 clusters Score -3318708 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3319715.000000 Penalty: 3370.713623
	Iteration 7F: 3 clusters Score -3319715 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3321024.000000 Penalty: 3370.713623
	Iteration 8F: 3 clusters Score -3321024 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3322562.750000 Penalty: 3370.713623
	Iteration 9F: 3 clusters Score -3322563 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3323973.750000 Penalty: 3370.713623
	Iteration 10F: 3 clusters Score -3323974 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3324996.000000 Penalty: 3370.713623
	Iteration 11Q: 3 clusters Score -3324996 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3325748.000000 Penalty: 3370.713623
	Iteration 12Q: 3 clusters Score -3325748 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3326202.250000 Penalty: 3370.713623
	Iteration 13Q: 3 clusters Score -3326202 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3326549.250000 Penalty: 3370.713623
	Iteration 14Q: 3 clusters Score -3326549 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3326817.000000 Penalty: 3370.713623
	Iteration 15Q: 3 clusters Score -3326817 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3327083.250000 Penalty: 3370.713623
	Iteration 16Q: 3 clusters Score -3327083 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3327309.250000 Penalty: 3370.713623
	Iteration 17Q: 3 clusters Score -3327309 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3327514.750000 Penalty: 3370.713623
	Iteration 18Q: 3 clusters Score -3327515 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3327682.250000 Penalty: 3370.713623
	Iteration 19Q: 3 clusters Score -3327682 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3327812.750000 Penalty: 3370.713623
	Iteration 20F: 3 clusters Score -3327813 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3327917.000000 Penalty: 3370.713623
	Iteration 21Q: 3 clusters Score -3327917 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -3328010.000000 Penalty: 3370.713623
	Iteration 22Q: 3 clusters Score -3328010 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3328071.000000 Penalty: 3370.713623
	Iteration 23Q: 3 clusters Score -3328071 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3328094.000000 Penalty: 3370.713623
	Iteration 24Q: 3 clusters Score -3328094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3328124.250000 Penalty: 3370.713623
	Iteration 25Q: 3 clusters Score -3328124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3328156.750000 Penalty: 3370.713623
	Iteration 26Q: 3 clusters Score -3328157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3328178.500000 Penalty: 3370.713623
	Iteration 27Q: 3 clusters Score -3328178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3328204.000000 Penalty: 3370.713623
	Iteration 28Q: 3 clusters Score -3328204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3328232.500000 Penalty: 3370.713623
	Iteration 29Q: 3 clusters Score -3328232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3328253.250000 Penalty: 3370.713623
	Iteration 30Q: 3 clusters Score -3328253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3328271.750000 Penalty: 3370.713623
	Iteration 31Q: 3 clusters Score -3328272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3328280.000000 Penalty: 3370.713623
	Iteration 32Q: 3 clusters Score -3328280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3328288.500000 Penalty: 3370.713623
	Iteration 33Q: 3 clusters Score -3328288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3328293.500000 Penalty: 3370.713623
	Iteration 34Q: 3 clusters Score -3328294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3328299.250000 Penalty: 3370.713623
	Iteration 35Q: 3 clusters Score -3328299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3328305.000000 Penalty: 3370.713623
	Iteration 36Q: 3 clusters Score -3328305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3328314.000000 Penalty: 3370.713623
	Iteration 37Q: 3 clusters Score -3328314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3328321.250000 Penalty: 3370.713623
	Iteration 38Q: 3 clusters Score -3328321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3328328.250000 Penalty: 3370.713623
	Iteration 39Q: 3 clusters Score -3328328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3328332.000000 Penalty: 3370.713623
	Iteration 40F: 3 clusters Score -3328332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3328338.750000 Penalty: 3370.713623
	Iteration 41Q: 3 clusters Score -3328339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3328345.750000 Penalty: 3370.713623
	Iteration 42Q: 3 clusters Score -3328346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3328350.750000 Penalty: 3370.713623
	Iteration 43Q: 3 clusters Score -3328351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3328353.750000 Penalty: 3370.713623
	Iteration 44Q: 3 clusters Score -3328354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3328358.750000 Penalty: 3370.713623
	Iteration 45Q: 3 clusters Score -3328359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3328363.250000 Penalty: 3370.713623
	Iteration 46Q: 3 clusters Score -3328363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3328360.000000 Penalty: 3370.713623
	Iteration 47Q: 3 clusters Score -3328360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3328365.750000 Penalty: 3370.713623
	Iteration 48Q: 3 clusters Score -3328366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3328367.500000 Penalty: 3370.713623
	Iteration 49Q: 3 clusters Score -3328368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3328370.500000 Penalty: 3370.713623
	Iteration 50Q: 3 clusters Score -3328370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3328368.250000 Penalty: 3370.713623
	Iteration 51Q: 3 clusters Score -3328368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3328370.750000 Penalty: 3370.713623
	Iteration 52Q: 3 clusters Score -3328371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3328372.250000 Penalty: 3370.713623
	Iteration 53Q: 3 clusters Score -3328372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3328376.250000 Penalty: 3370.713623
	Iteration 54Q: 3 clusters Score -3328376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3328375.250000 Penalty: 3370.713623
	Iteration 55Q: 3 clusters Score -3328375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3328378.750000 Penalty: 3370.713623
	Iteration 56Q: 3 clusters Score -3328379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3328383.250000 Penalty: 3370.713623
	Iteration 57Q: 3 clusters Score -3328383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3328387.500000 Penalty: 3370.713623
	Iteration 58Q: 3 clusters Score -3328388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3328391.250000 Penalty: 3370.713623
	Iteration 59Q: 3 clusters Score -3328391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3328392.250000 Penalty: 3370.713623
	Iteration 60F: 3 clusters Score -3328392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3328391.250000 Penalty: 3370.713623
	Iteration 61Q: 3 clusters Score -3328391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3328398.000000 Penalty: 3370.713623
	Iteration 62Q: 3 clusters Score -3328398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3328398.000000 Penalty: 3370.713623
	Iteration 63Q: 3 clusters Score -3328398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3328396.500000 Penalty: 3370.713623
	Iteration 64Q: 3 clusters Score -3328396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3328395.000000 Penalty: 3370.713623
	Iteration 65Q: 3 clusters Score -3328395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3328395.250000 Penalty: 3370.713623
	Iteration 66Q: 3 clusters Score -3328395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3328398.500000 Penalty: 3370.713623
	Iteration 67Q: 3 clusters Score -3328398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3328396.250000 Penalty: 3370.713623
	Iteration 68Q: 3 clusters Score -3328396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3328397.250000 Penalty: 3370.713623
	Iteration 69Q: 3 clusters Score -3328397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3328397.250000 Penalty: 3370.713623
	Iteration 70F: 3 clusters Score -3328397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187207 members 
Entering Unmasked Estep 
Score: -20053750.000000 Penalty: 1972.745117
	Iteration 0F: 2 clusters Score -2.005375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -19933016.000000 Penalty: 3945.490234
	Iteration 0F: 3 clusters Score -1.993302e+07 nChanged 90399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -19985924.000000 Penalty: 3945.490234
	Iteration 1F: 3 clusters Score -1.998592e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -19987036.000000 Penalty: 3945.490234
	Iteration 2Q: 3 clusters Score -1.998704e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 106860 members 
Entering Unmasked Estep 
Score: -19988874.000000 Penalty: 3945.490234
	Iteration 3Q: 3 clusters Score -1.998887e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -19992080.000000 Penalty: 3945.490234
	Iteration 4Q: 3 clusters Score -1.999208e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -19998336.000000 Penalty: 3945.490234
	Iteration 5F: 3 clusters Score -1.999834e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 139478 members 
Entering Unmasked Estep 
Score: -20009208.000000 Penalty: 3945.490234
	Iteration 6F: 3 clusters Score -2.000921e+07 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -20024978.000000 Penalty: 3945.490234
	Iteration 7F: 3 clusters Score -2.002498e+07 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 173350 members 
Entering Unmasked Estep 
Score: -20040158.000000 Penalty: 3945.490234
	Iteration 8F: 3 clusters Score -2.004016e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 183017 members 
Entering Unmasked Estep 
Score: -20048664.000000 Penalty: 3945.490234
	Iteration 9F: 3 clusters Score -2.004866e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 186366 members 
Entering Unmasked Estep 
Score: -20051296.000000 Penalty: 3945.490234
	Iteration 10Q: 3 clusters Score -2.00513e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187002 members 
Entering Unmasked Estep 
Score: -20051790.000000 Penalty: 3945.490234
	Iteration 11Q: 3 clusters Score -2.005179e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187085 members 
Entering Unmasked Estep 
Score: -20051928.000000 Penalty: 3945.490234
	Iteration 12Q: 3 clusters Score -2.005193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 187096 members 
Entering Unmasked Estep 
Score: -20051954.000000 Penalty: 3945.490234
	Iteration 13Q: 3 clusters Score -2.005195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -20051968.000000 Penalty: 3945.490234
	Iteration 14Q: 3 clusters Score -2.005197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187103 members 
Entering Unmasked Estep 
Score: -20051980.000000 Penalty: 3945.490234
	Iteration 15Q: 3 clusters Score -2.005198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -20051992.000000 Penalty: 3945.490234
	Iteration 16Q: 3 clusters Score -2.005199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -20052028.000000 Penalty: 3945.490234
	Iteration 17Q: 3 clusters Score -2.005203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -20052030.000000 Penalty: 3945.490234
	Iteration 18Q: 3 clusters Score -2.005203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -20052024.000000 Penalty: 3945.490234
	Iteration 19Q: 3 clusters Score -2.005202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -20052030.000000 Penalty: 3945.490234
	Iteration 20F: 3 clusters Score -2.005203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -590300.437500 Penalty: 1414.643188
	Iteration 0F: 2 clusters Score -590300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -585758.500000 Penalty: 2829.286377
	Iteration 0F: 3 clusters Score -585758.5 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -587096.375000 Penalty: 2829.286377
	Iteration 1F: 3 clusters Score -587096.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -587319.062500 Penalty: 2829.286377
	Iteration 2F: 3 clusters Score -587319.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -587493.000000 Penalty: 2829.286377
	Iteration 3F: 3 clusters Score -587493 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -587699.875000 Penalty: 2829.286377
	Iteration 4Q: 3 clusters Score -587699.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -587973.750000 Penalty: 2829.286377
	Iteration 5F: 3 clusters Score -587973.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -588247.562500 Penalty: 2829.286377
	Iteration 6F: 3 clusters Score -588247.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -588489.125000 Penalty: 2829.286377
	Iteration 7F: 3 clusters Score -588489.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -588738.187500 Penalty: 2829.286377
	Iteration 8F: 3 clusters Score -588738.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -588997.625000 Penalty: 2829.286377
	Iteration 9Q: 3 clusters Score -588997.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -589316.750000 Penalty: 2829.286377
	Iteration 10Q: 3 clusters Score -589316.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -589642.000000 Penalty: 2829.286377
	Iteration 11Q: 3 clusters Score -589642 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -590066.375000 Penalty: 2829.286377
	Iteration 12Q: 3 clusters Score -590066.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -590412.375000 Penalty: 2829.286377
	Iteration 13Q: 3 clusters Score -590412.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -590632.500000 Penalty: 2829.286377
	Iteration 14Q: 3 clusters Score -590632.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -590800.437500 Penalty: 2829.286377
	Iteration 15Q: 3 clusters Score -590800.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -590899.000000 Penalty: 2829.286377
	Iteration 16Q: 3 clusters Score -590899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -590962.937500 Penalty: 2829.286377
	Iteration 17Q: 3 clusters Score -590962.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -591065.750000 Penalty: 2829.286377
	Iteration 18Q: 3 clusters Score -591065.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591137.062500 Penalty: 2829.286377
	Iteration 19Q: 3 clusters Score -591137.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -591192.937500 Penalty: 2829.286377
	Iteration 20F: 3 clusters Score -591192.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -591260.250000 Penalty: 2829.286377
	Iteration 21Q: 3 clusters Score -591260.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -591299.437500 Penalty: 2829.286377
	Iteration 22Q: 3 clusters Score -591299.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -591313.687500 Penalty: 2829.286377
	Iteration 23Q: 3 clusters Score -591313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -591322.937500 Penalty: 2829.286377
	Iteration 24Q: 3 clusters Score -591322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -591332.062500 Penalty: 2829.286377
	Iteration 25Q: 3 clusters Score -591332.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -591340.812500 Penalty: 2829.286377
	Iteration 26Q: 3 clusters Score -591340.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -591348.187500 Penalty: 2829.286377
	Iteration 27Q: 3 clusters Score -591348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -591354.062500 Penalty: 2829.286377
	Iteration 28Q: 3 clusters Score -591354.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -591360.750000 Penalty: 2829.286377
	Iteration 29Q: 3 clusters Score -591360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -591372.437500 Penalty: 2829.286377
	Iteration 30Q: 3 clusters Score -591372.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -591383.125000 Penalty: 2829.286377
	Iteration 31Q: 3 clusters Score -591383.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -591393.812500 Penalty: 2829.286377
	Iteration 32Q: 3 clusters Score -591393.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -591415.312500 Penalty: 2829.286377
	Iteration 33Q: 3 clusters Score -591415.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -591432.625000 Penalty: 2829.286377
	Iteration 34Q: 3 clusters Score -591432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -591447.187500 Penalty: 2829.286377
	Iteration 35Q: 3 clusters Score -591447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -591465.375000 Penalty: 2829.286377
	Iteration 36Q: 3 clusters Score -591465.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -591478.312500 Penalty: 2829.286377
	Iteration 37Q: 3 clusters Score -591478.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -591492.500000 Penalty: 2829.286377
	Iteration 38Q: 3 clusters Score -591492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -591503.125000 Penalty: 2829.286377
	Iteration 39Q: 3 clusters Score -591503.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -591508.875000 Penalty: 2829.286377
	Iteration 40F: 3 clusters Score -591508.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -591514.187500 Penalty: 2829.286377
	Iteration 41Q: 3 clusters Score -591514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -591518.437500 Penalty: 2829.286377
	Iteration 42Q: 3 clusters Score -591518.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -591525.062500 Penalty: 2829.286377
	Iteration 43Q: 3 clusters Score -591525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -591531.437500 Penalty: 2829.286377
	Iteration 44Q: 3 clusters Score -591531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -591533.812500 Penalty: 2829.286377
	Iteration 45Q: 3 clusters Score -591533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -591540.437500 Penalty: 2829.286377
	Iteration 46Q: 3 clusters Score -591540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -591544.187500 Penalty: 2829.286377
	Iteration 47Q: 3 clusters Score -591544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -591550.687500 Penalty: 2829.286377
	Iteration 48Q: 3 clusters Score -591550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -591554.500000 Penalty: 2829.286377
	Iteration 49Q: 3 clusters Score -591554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -591560.750000 Penalty: 2829.286377
	Iteration 50Q: 3 clusters Score -591560.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -591570.812500 Penalty: 2829.286377
	Iteration 51Q: 3 clusters Score -591570.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -591577.250000 Penalty: 2829.286377
	Iteration 52Q: 3 clusters Score -591577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -591578.437500 Penalty: 2829.286377
	Iteration 53Q: 3 clusters Score -591578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -591580.312500 Penalty: 2829.286377
	Iteration 54Q: 3 clusters Score -591580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -591582.250000 Penalty: 2829.286377
	Iteration 55Q: 3 clusters Score -591582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -591584.000000 Penalty: 2829.286377
	Iteration 56Q: 3 clusters Score -591584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -591586.750000 Penalty: 2829.286377
	Iteration 57Q: 3 clusters Score -591586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -591592.625000 Penalty: 2829.286377
	Iteration 58Q: 3 clusters Score -591592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -591598.750000 Penalty: 2829.286377
	Iteration 59Q: 3 clusters Score -591598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -591613.250000 Penalty: 2829.286377
	Iteration 60F: 3 clusters Score -591613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -591641.062500 Penalty: 2829.286377
	Iteration 61Q: 3 clusters Score -591641.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -591708.437500 Penalty: 2829.286377
	Iteration 62Q: 3 clusters Score -591708.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -591775.562500 Penalty: 2829.286377
	Iteration 63Q: 3 clusters Score -591775.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -591793.812500 Penalty: 2829.286377
	Iteration 64Q: 3 clusters Score -591793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -591800.187500 Penalty: 2829.286377
	Iteration 65Q: 3 clusters Score -591800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -591801.625000 Penalty: 2829.286377
	Iteration 66Q: 3 clusters Score -591801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -591802.625000 Penalty: 2829.286377
	Iteration 67Q: 3 clusters Score -591802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -591802.625000 Penalty: 2829.286377
	Iteration 68F: 3 clusters Score -591802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 187207 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 34155 members 
Mstep: Class 14 contains 153222 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 241467 members 
Mstep: Class 20 contains 7468 members 
Entering Unmasked Estep 
Score: -84432552.000000 Penalty: 35369.003906
Splitting cluster 11 changes total score from -84427640.000000 to -84432552.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (34155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Entering Unmasked Estep 
Score: -3702768.000000 Penalty: 1696.282959
	Iteration 0F: 2 clusters Score -3702768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3679727.000000 Penalty: 3392.565918
	Iteration 0F: 3 clusters Score -3679727 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3688637.250000 Penalty: 3392.565918
	Iteration 1F: 3 clusters Score -3688637 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3689031.000000 Penalty: 3392.565918
	Iteration 2Q: 3 clusters Score -3689031 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3689468.250000 Penalty: 3392.565918
	Iteration 3Q: 3 clusters Score -3689468 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3689989.750000 Penalty: 3392.565918
	Iteration 4Q: 3 clusters Score -3689990 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3690532.500000 Penalty: 3392.565918
	Iteration 5Q: 3 clusters Score -3690532 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3691130.250000 Penalty: 3392.565918
	Iteration 6Q: 3 clusters Score -3691130 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3691737.250000 Penalty: 3392.565918
	Iteration 7Q: 3 clusters Score -3691737 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3692422.750000 Penalty: 3392.565918
	Iteration 8Q: 3 clusters Score -3692423 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3693148.000000 Penalty: 3392.565918
	Iteration 9Q: 3 clusters Score -3693148 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3693990.000000 Penalty: 3392.565918
	Iteration 10Q: 3 clusters Score -3693990 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3694948.500000 Penalty: 3392.565918
	Iteration 11Q: 3 clusters Score -3694948 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3695924.750000 Penalty: 3392.565918
	Iteration 12Q: 3 clusters Score -3695925 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3696913.250000 Penalty: 3392.565918
	Iteration 13Q: 3 clusters Score -3696913 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3697751.250000 Penalty: 3392.565918
	Iteration 14Q: 3 clusters Score -3697751 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3698377.750000 Penalty: 3392.565918
	Iteration 15Q: 3 clusters Score -3698378 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3698804.750000 Penalty: 3392.565918
	Iteration 16Q: 3 clusters Score -3698805 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3699118.250000 Penalty: 3392.565918
	Iteration 17Q: 3 clusters Score -3699118 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3699390.250000 Penalty: 3392.565918
	Iteration 18Q: 3 clusters Score -3699390 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3699634.250000 Penalty: 3392.565918
	Iteration 19Q: 3 clusters Score -3699634 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3699913.000000 Penalty: 3392.565918
	Iteration 20F: 3 clusters Score -3699913 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3700168.750000 Penalty: 3392.565918
	Iteration 21Q: 3 clusters Score -3700169 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3700378.750000 Penalty: 3392.565918
	Iteration 22Q: 3 clusters Score -3700379 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3700554.750000 Penalty: 3392.565918
	Iteration 23Q: 3 clusters Score -3700555 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3700698.000000 Penalty: 3392.565918
	Iteration 24Q: 3 clusters Score -3700698 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3700829.750000 Penalty: 3392.565918
	Iteration 25Q: 3 clusters Score -3700830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3700965.500000 Penalty: 3392.565918
	Iteration 26Q: 3 clusters Score -3700966 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3701064.750000 Penalty: 3392.565918
	Iteration 27Q: 3 clusters Score -3701065 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3701158.000000 Penalty: 3392.565918
	Iteration 28Q: 3 clusters Score -3701158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3701202.500000 Penalty: 3392.565918
	Iteration 29Q: 3 clusters Score -3701202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3701225.750000 Penalty: 3392.565918
	Iteration 30Q: 3 clusters Score -3701226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3701263.000000 Penalty: 3392.565918
	Iteration 31Q: 3 clusters Score -3701263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3701281.500000 Penalty: 3392.565918
	Iteration 32Q: 3 clusters Score -3701282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3701312.250000 Penalty: 3392.565918
	Iteration 33Q: 3 clusters Score -3701312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3701346.500000 Penalty: 3392.565918
	Iteration 34Q: 3 clusters Score -3701346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3701384.500000 Penalty: 3392.565918
	Iteration 35Q: 3 clusters Score -3701384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3701416.500000 Penalty: 3392.565918
	Iteration 36Q: 3 clusters Score -3701416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3701428.750000 Penalty: 3392.565918
	Iteration 37Q: 3 clusters Score -3701429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3701437.750000 Penalty: 3392.565918
	Iteration 38Q: 3 clusters Score -3701438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3701446.500000 Penalty: 3392.565918
	Iteration 39Q: 3 clusters Score -3701446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3701461.000000 Penalty: 3392.565918
	Iteration 40F: 3 clusters Score -3701461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3701477.250000 Penalty: 3392.565918
	Iteration 41Q: 3 clusters Score -3701477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3701481.750000 Penalty: 3392.565918
	Iteration 42Q: 3 clusters Score -3701482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3701483.250000 Penalty: 3392.565918
	Iteration 43Q: 3 clusters Score -3701483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3701486.500000 Penalty: 3392.565918
	Iteration 44Q: 3 clusters Score -3701486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3701488.750000 Penalty: 3392.565918
	Iteration 45Q: 3 clusters Score -3701489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3701493.250000 Penalty: 3392.565918
	Iteration 46Q: 3 clusters Score -3701493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3701496.500000 Penalty: 3392.565918
	Iteration 47Q: 3 clusters Score -3701496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3701496.500000 Penalty: 3392.565918
	Iteration 48F: 3 clusters Score -3701496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Entering Unmasked Estep 
Score: -16369879.000000 Penalty: 1940.192017
	Iteration 0F: 2 clusters Score -1.636988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -16268055.000000 Penalty: 3880.384033
	Iteration 0F: 3 clusters Score -1.626806e+07 nChanged 73855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -16311963.000000 Penalty: 3880.384033
	Iteration 1F: 3 clusters Score -1.631196e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -16313181.000000 Penalty: 3880.384033
	Iteration 2Q: 3 clusters Score -1.631318e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -16314902.000000 Penalty: 3880.384033
	Iteration 3Q: 3 clusters Score -1.63149e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -16317056.000000 Penalty: 3880.384033
	Iteration 4Q: 3 clusters Score -1.631706e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -16320016.000000 Penalty: 3880.384033
	Iteration 5Q: 3 clusters Score -1.632002e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -16324011.000000 Penalty: 3880.384033
	Iteration 6F: 3 clusters Score -1.632401e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -16328872.000000 Penalty: 3880.384033
	Iteration 7F: 3 clusters Score -1.632887e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -16335112.000000 Penalty: 3880.384033
	Iteration 8F: 3 clusters Score -1.633511e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -16341311.000000 Penalty: 3880.384033
	Iteration 9F: 3 clusters Score -1.634131e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -16345274.000000 Penalty: 3880.384033
	Iteration 10F: 3 clusters Score -1.634527e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -16347137.000000 Penalty: 3880.384033
	Iteration 11Q: 3 clusters Score -1.634714e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -16347956.000000 Penalty: 3880.384033
	Iteration 12Q: 3 clusters Score -1.634796e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -16348407.000000 Penalty: 3880.384033
	Iteration 13Q: 3 clusters Score -1.634841e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -16348630.000000 Penalty: 3880.384033
	Iteration 14Q: 3 clusters Score -1.634863e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -16348845.000000 Penalty: 3880.384033
	Iteration 15Q: 3 clusters Score -1.634884e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -16349124.000000 Penalty: 3880.384033
	Iteration 16Q: 3 clusters Score -1.634912e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -16349399.000000 Penalty: 3880.384033
	Iteration 17Q: 3 clusters Score -1.63494e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -16349783.000000 Penalty: 3880.384033
	Iteration 18Q: 3 clusters Score -1.634978e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -16350023.000000 Penalty: 3880.384033
	Iteration 19Q: 3 clusters Score -1.635002e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -16350149.000000 Penalty: 3880.384033
	Iteration 20F: 3 clusters Score -1.635015e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -16350302.000000 Penalty: 3880.384033
	Iteration 21Q: 3 clusters Score -1.63503e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -16350595.000000 Penalty: 3880.384033
	Iteration 22Q: 3 clusters Score -1.63506e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -16350953.000000 Penalty: 3880.384033
	Iteration 23Q: 3 clusters Score -1.635095e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -16351264.000000 Penalty: 3880.384033
	Iteration 24Q: 3 clusters Score -1.635126e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -16351525.000000 Penalty: 3880.384033
	Iteration 25Q: 3 clusters Score -1.635152e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -16351883.000000 Penalty: 3880.384033
	Iteration 26Q: 3 clusters Score -1.635188e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -16352260.000000 Penalty: 3880.384033
	Iteration 27Q: 3 clusters Score -1.635226e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -16352567.000000 Penalty: 3880.384033
	Iteration 28Q: 3 clusters Score -1.635257e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -16353000.000000 Penalty: 3880.384033
	Iteration 29Q: 3 clusters Score -1.6353e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -16353382.000000 Penalty: 3880.384033
	Iteration 30Q: 3 clusters Score -1.635338e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -16353711.000000 Penalty: 3880.384033
	Iteration 31Q: 3 clusters Score -1.635371e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -16354241.000000 Penalty: 3880.384033
	Iteration 32Q: 3 clusters Score -1.635424e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -16354766.000000 Penalty: 3880.384033
	Iteration 33Q: 3 clusters Score -1.635477e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -16355334.000000 Penalty: 3880.384033
	Iteration 34Q: 3 clusters Score -1.635533e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -16356012.000000 Penalty: 3880.384033
	Iteration 35Q: 3 clusters Score -1.635601e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -16356634.000000 Penalty: 3880.384033
	Iteration 36Q: 3 clusters Score -1.635663e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -16357172.000000 Penalty: 3880.384033
	Iteration 37Q: 3 clusters Score -1.635717e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -16357773.000000 Penalty: 3880.384033
	Iteration 38Q: 3 clusters Score -1.635777e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -16358352.000000 Penalty: 3880.384033
	Iteration 39Q: 3 clusters Score -1.635835e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -16358883.000000 Penalty: 3880.384033
	Iteration 40F: 3 clusters Score -1.635888e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -16359353.000000 Penalty: 3880.384033
	Iteration 41Q: 3 clusters Score -1.635935e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -16359896.000000 Penalty: 3880.384033
	Iteration 42Q: 3 clusters Score -1.63599e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -16360327.000000 Penalty: 3880.384033
	Iteration 43Q: 3 clusters Score -1.636033e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 110104 members 
Entering Unmasked Estep 
Score: -16360707.000000 Penalty: 3880.384033
	Iteration 44Q: 3 clusters Score -1.636071e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -16361159.000000 Penalty: 3880.384033
	Iteration 45Q: 3 clusters Score -1.636116e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 113366 members 
Entering Unmasked Estep 
Score: -16361492.000000 Penalty: 3880.384033
	Iteration 46Q: 3 clusters Score -1.636149e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -16361910.000000 Penalty: 3880.384033
	Iteration 47Q: 3 clusters Score -1.636191e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 116717 members 
Entering Unmasked Estep 
Score: -16362361.000000 Penalty: 3880.384033
	Iteration 48Q: 3 clusters Score -1.636236e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -16362614.000000 Penalty: 3880.384033
	Iteration 49Q: 3 clusters Score -1.636261e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -16362945.000000 Penalty: 3880.384033
	Iteration 50Q: 3 clusters Score -1.636294e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -16363234.000000 Penalty: 3880.384033
	Iteration 51Q: 3 clusters Score -1.636323e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -16363605.000000 Penalty: 3880.384033
	Iteration 52Q: 3 clusters Score -1.63636e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -16364002.000000 Penalty: 3880.384033
	Iteration 53Q: 3 clusters Score -1.6364e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -16364391.000000 Penalty: 3880.384033
	Iteration 54Q: 3 clusters Score -1.636439e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -16364721.000000 Penalty: 3880.384033
	Iteration 55Q: 3 clusters Score -1.636472e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 128851 members 
Entering Unmasked Estep 
Score: -16365006.000000 Penalty: 3880.384033
	Iteration 56Q: 3 clusters Score -1.636501e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -16365340.000000 Penalty: 3880.384033
	Iteration 57Q: 3 clusters Score -1.636534e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -16365603.000000 Penalty: 3880.384033
	Iteration 58Q: 3 clusters Score -1.63656e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -16365885.000000 Penalty: 3880.384033
	Iteration 59Q: 3 clusters Score -1.636588e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -16366219.000000 Penalty: 3880.384033
	Iteration 60F: 3 clusters Score -1.636622e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -16366486.000000 Penalty: 3880.384033
	Iteration 61Q: 3 clusters Score -1.636649e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 136124 members 
Entering Unmasked Estep 
Score: -16366735.000000 Penalty: 3880.384033
	Iteration 62Q: 3 clusters Score -1.636674e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -16366923.000000 Penalty: 3880.384033
	Iteration 63Q: 3 clusters Score -1.636692e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -16367159.000000 Penalty: 3880.384033
	Iteration 64Q: 3 clusters Score -1.636716e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 138877 members 
Entering Unmasked Estep 
Score: -16367307.000000 Penalty: 3880.384033
	Iteration 65Q: 3 clusters Score -1.636731e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -16367486.000000 Penalty: 3880.384033
	Iteration 66Q: 3 clusters Score -1.636749e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 140431 members 
Entering Unmasked Estep 
Score: -16367707.000000 Penalty: 3880.384033
	Iteration 67Q: 3 clusters Score -1.636771e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -16367905.000000 Penalty: 3880.384033
	Iteration 68Q: 3 clusters Score -1.63679e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -16368127.000000 Penalty: 3880.384033
	Iteration 69Q: 3 clusters Score -1.636813e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -16368344.000000 Penalty: 3880.384033
	Iteration 70Q: 3 clusters Score -1.636834e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -16368449.000000 Penalty: 3880.384033
	Iteration 71Q: 3 clusters Score -1.636845e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -16368568.000000 Penalty: 3880.384033
	Iteration 72Q: 3 clusters Score -1.636857e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 144135 members 
Entering Unmasked Estep 
Score: -16368733.000000 Penalty: 3880.384033
	Iteration 73Q: 3 clusters Score -1.636873e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 144590 members 
Entering Unmasked Estep 
Score: -16368822.000000 Penalty: 3880.384033
	Iteration 74Q: 3 clusters Score -1.636882e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -16368916.000000 Penalty: 3880.384033
	Iteration 75Q: 3 clusters Score -1.636892e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -16368981.000000 Penalty: 3880.384033
	Iteration 76Q: 3 clusters Score -1.636898e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -16369104.000000 Penalty: 3880.384033
	Iteration 77Q: 3 clusters Score -1.63691e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 146204 members 
Entering Unmasked Estep 
Score: -16369192.000000 Penalty: 3880.384033
	Iteration 78Q: 3 clusters Score -1.636919e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -16369258.000000 Penalty: 3880.384033
	Iteration 79Q: 3 clusters Score -1.636926e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -16369322.000000 Penalty: 3880.384033
	Iteration 80F: 3 clusters Score -1.636932e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -16369383.000000 Penalty: 3880.384033
	Iteration 81Q: 3 clusters Score -1.636938e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 147501 members 
Entering Unmasked Estep 
Score: -16369440.000000 Penalty: 3880.384033
	Iteration 82Q: 3 clusters Score -1.636944e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 147774 members 
Entering Unmasked Estep 
Score: -16369472.000000 Penalty: 3880.384033
	Iteration 83Q: 3 clusters Score -1.636947e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 148027 members 
Entering Unmasked Estep 
Score: -16369521.000000 Penalty: 3880.384033
	Iteration 84Q: 3 clusters Score -1.636952e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -16369598.000000 Penalty: 3880.384033
	Iteration 85Q: 3 clusters Score -1.63696e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -16369700.000000 Penalty: 3880.384033
	Iteration 86Q: 3 clusters Score -1.63697e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -16369746.000000 Penalty: 3880.384033
	Iteration 87Q: 3 clusters Score -1.636975e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -16369780.000000 Penalty: 3880.384033
	Iteration 88Q: 3 clusters Score -1.636978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -16369829.000000 Penalty: 3880.384033
	Iteration 89Q: 3 clusters Score -1.636983e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -16369872.000000 Penalty: 3880.384033
	Iteration 90Q: 3 clusters Score -1.636987e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -16369933.000000 Penalty: 3880.384033
	Iteration 91Q: 3 clusters Score -1.636993e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -16369919.000000 Penalty: 3880.384033
	Iteration 92Q: 3 clusters Score -1.636992e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -16369938.000000 Penalty: 3880.384033
	Iteration 93Q: 3 clusters Score -1.636994e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -16369933.000000 Penalty: 3880.384033
	Iteration 94Q: 3 clusters Score -1.636993e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -16369922.000000 Penalty: 3880.384033
	Iteration 95Q: 3 clusters Score -1.636992e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -16369938.000000 Penalty: 3880.384033
	Iteration 96Q: 3 clusters Score -1.636994e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -16369981.000000 Penalty: 3880.384033
	Iteration 97Q: 3 clusters Score -1.636998e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -16369998.000000 Penalty: 3880.384033
	Iteration 98Q: 3 clusters Score -1.637e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -16370019.000000 Penalty: 3880.384033
	Iteration 99Q: 3 clusters Score -1.637002e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -16370004.000000 Penalty: 3880.384033
	Iteration 100F: 3 clusters Score -1.637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -16370026.000000 Penalty: 3880.384033
	Iteration 101Q: 3 clusters Score -1.637003e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -16370024.000000 Penalty: 3880.384033
	Iteration 102Q: 3 clusters Score -1.637002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 150532 members 
Entering Unmasked Estep 
Score: -16370053.000000 Penalty: 3880.384033
	Iteration 103Q: 3 clusters Score -1.637005e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 150590 members 
Entering Unmasked Estep 
Score: -16370039.000000 Penalty: 3880.384033
	Iteration 104Q: 3 clusters Score -1.637004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -16370062.000000 Penalty: 3880.384033
	Iteration 105Q: 3 clusters Score -1.637006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -16370066.000000 Penalty: 3880.384033
	Iteration 106Q: 3 clusters Score -1.637007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -16370059.000000 Penalty: 3880.384033
	Iteration 107Q: 3 clusters Score -1.637006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -16370060.000000 Penalty: 3880.384033
	Iteration 108Q: 3 clusters Score -1.637006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -16370080.000000 Penalty: 3880.384033
	Iteration 109Q: 3 clusters Score -1.637008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -16370075.000000 Penalty: 3880.384033
	Iteration 110Q: 3 clusters Score -1.637008e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 150811 members 
Entering Unmasked Estep 
Score: -16370076.000000 Penalty: 3880.384033
	Iteration 111Q: 3 clusters Score -1.637008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 150838 members 
Entering Unmasked Estep 
Score: -16370086.000000 Penalty: 3880.384033
	Iteration 112Q: 3 clusters Score -1.637009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -16370086.000000 Penalty: 3880.384033
	Iteration 113Q: 3 clusters Score -1.637009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 150875 members 
Entering Unmasked Estep 
Score: -16370090.000000 Penalty: 3880.384033
	Iteration 114Q: 3 clusters Score -1.637009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 150897 members 
Entering Unmasked Estep 
Score: -16370104.000000 Penalty: 3880.384033
	Iteration 115Q: 3 clusters Score -1.63701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 150912 members 
Entering Unmasked Estep 
Score: -16370091.000000 Penalty: 3880.384033
	Iteration 116Q: 3 clusters Score -1.637009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -16370095.000000 Penalty: 3880.384033
	Iteration 117Q: 3 clusters Score -1.63701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -16370091.000000 Penalty: 3880.384033
	Iteration 118Q: 3 clusters Score -1.637009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 150941 members 
Entering Unmasked Estep 
Score: -16370081.000000 Penalty: 3880.384033
	Iteration 119Q: 3 clusters Score -1.637008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -16370064.000000 Penalty: 3880.384033
	Iteration 120F: 3 clusters Score -1.637006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -16370070.000000 Penalty: 3880.384033
	Iteration 121Q: 3 clusters Score -1.637007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -16370073.000000 Penalty: 3880.384033
	Iteration 122Q: 3 clusters Score -1.637007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 150972 members 
Entering Unmasked Estep 
Score: -16370072.000000 Penalty: 3880.384033
	Iteration 123Q: 3 clusters Score -1.637007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -16370069.000000 Penalty: 3880.384033
	Iteration 124Q: 3 clusters Score -1.637007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -16370079.000000 Penalty: 3880.384033
	Iteration 125Q: 3 clusters Score -1.637008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -16370085.000000 Penalty: 3880.384033
	Iteration 126Q: 3 clusters Score -1.637008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -16370090.000000 Penalty: 3880.384033
	Iteration 127Q: 3 clusters Score -1.637009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -16370111.000000 Penalty: 3880.384033
	Iteration 128Q: 3 clusters Score -1.637011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -16370106.000000 Penalty: 3880.384033
	Iteration 129Q: 3 clusters Score -1.637011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 151035 members 
Entering Unmasked Estep 
Score: -16370109.000000 Penalty: 3880.384033
	Iteration 130Q: 3 clusters Score -1.637011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 151049 members 
Entering Unmasked Estep 
Score: -16370111.000000 Penalty: 3880.384033
	Iteration 131Q: 3 clusters Score -1.637011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 151063 members 
Entering Unmasked Estep 
Score: -16370104.000000 Penalty: 3880.384033
	Iteration 132Q: 3 clusters Score -1.63701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 151083 members 
Entering Unmasked Estep 
Score: -16370094.000000 Penalty: 3880.384033
	Iteration 133Q: 3 clusters Score -1.637009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -16370101.000000 Penalty: 3880.384033
	Iteration 134Q: 3 clusters Score -1.63701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 151115 members 
Entering Unmasked Estep 
Score: -16370115.000000 Penalty: 3880.384033
	Iteration 135Q: 3 clusters Score -1.637012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 151129 members 
Entering Unmasked Estep 
Score: -16370105.000000 Penalty: 3880.384033
	Iteration 136Q: 3 clusters Score -1.63701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -16370105.000000 Penalty: 3880.384033
	Iteration 137Q: 3 clusters Score -1.63701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 151159 members 
Entering Unmasked Estep 
Score: -16370112.000000 Penalty: 3880.384033
	Iteration 138Q: 3 clusters Score -1.637011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -16370109.000000 Penalty: 3880.384033
	Iteration 139Q: 3 clusters Score -1.637011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -16370108.000000 Penalty: 3880.384033
	Iteration 140F: 3 clusters Score -1.637011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 151176 members 
Entering Unmasked Estep 
Score: -16370118.000000 Penalty: 3880.384033
	Iteration 141Q: 3 clusters Score -1.637012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -16370110.000000 Penalty: 3880.384033
	Iteration 142Q: 3 clusters Score -1.637011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -16370110.000000 Penalty: 3880.384033
	Iteration 143Q: 3 clusters Score -1.637011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -16370115.000000 Penalty: 3880.384033
	Iteration 144Q: 3 clusters Score -1.637012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 151201 members 
Entering Unmasked Estep 
Score: -16370119.000000 Penalty: 3880.384033
	Iteration 145Q: 3 clusters Score -1.637012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -16370116.000000 Penalty: 3880.384033
	Iteration 146Q: 3 clusters Score -1.637012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -16370116.000000 Penalty: 3880.384033
	Iteration 147Q: 3 clusters Score -1.637012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -16370120.000000 Penalty: 3880.384033
	Iteration 148Q: 3 clusters Score -1.637012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -16370117.000000 Penalty: 3880.384033
	Iteration 149Q: 3 clusters Score -1.637012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -16370119.000000 Penalty: 3880.384033
	Iteration 150Q: 3 clusters Score -1.637012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -16370111.000000 Penalty: 3880.384033
	Iteration 151Q: 3 clusters Score -1.637011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -16370122.000000 Penalty: 3880.384033
	Iteration 152Q: 3 clusters Score -1.637012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -16370118.000000 Penalty: 3880.384033
	Iteration 153Q: 3 clusters Score -1.637012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -16370122.000000 Penalty: 3880.384033
	Iteration 154Q: 3 clusters Score -1.637012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -16370124.000000 Penalty: 3880.384033
	Iteration 155Q: 3 clusters Score -1.637012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -16370123.000000 Penalty: 3880.384033
	Iteration 156Q: 3 clusters Score -1.637012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -16370135.000000 Penalty: 3880.384033
	Iteration 157Q: 3 clusters Score -1.637014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 151208 members 
Entering Unmasked Estep 
Score: -16370129.000000 Penalty: 3880.384033
	Iteration 158Q: 3 clusters Score -1.637013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -16370136.000000 Penalty: 3880.384033
	Iteration 159Q: 3 clusters Score -1.637014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -16370147.000000 Penalty: 3880.384033
	Iteration 160F: 3 clusters Score -1.637015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -16370163.000000 Penalty: 3880.384033
	Iteration 161Q: 3 clusters Score -1.637016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 151205 members 
Entering Unmasked Estep 
Score: -16370148.000000 Penalty: 3880.384033
	Iteration 162Q: 3 clusters Score -1.637015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -16370164.000000 Penalty: 3880.384033
	Iteration 163Q: 3 clusters Score -1.637016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 151223 members 
Entering Unmasked Estep 
Score: -16370164.000000 Penalty: 3880.384033
	Iteration 164Q: 3 clusters Score -1.637016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -16370176.000000 Penalty: 3880.384033
	Iteration 165Q: 3 clusters Score -1.637018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -16370196.000000 Penalty: 3880.384033
	Iteration 166Q: 3 clusters Score -1.63702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -16370209.000000 Penalty: 3880.384033
	Iteration 167Q: 3 clusters Score -1.637021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 151251 members 
Entering Unmasked Estep 
Score: -16370211.000000 Penalty: 3880.384033
	Iteration 168Q: 3 clusters Score -1.637021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 151253 members 
Entering Unmasked Estep 
Score: -16370212.000000 Penalty: 3880.384033
	Iteration 169Q: 3 clusters Score -1.637021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 151256 members 
Entering Unmasked Estep 
Score: -16370200.000000 Penalty: 3880.384033
	Iteration 170Q: 3 clusters Score -1.63702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 151260 members 
Entering Unmasked Estep 
Score: -16370204.000000 Penalty: 3880.384033
	Iteration 171Q: 3 clusters Score -1.63702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -16370213.000000 Penalty: 3880.384033
	Iteration 172Q: 3 clusters Score -1.637021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 151268 members 
Entering Unmasked Estep 
Score: -16370213.000000 Penalty: 3880.384033
	Iteration 173Q: 3 clusters Score -1.637021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -16370214.000000 Penalty: 3880.384033
	Iteration 174Q: 3 clusters Score -1.637021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 151274 members 
Entering Unmasked Estep 
Score: -16370206.000000 Penalty: 3880.384033
	Iteration 175Q: 3 clusters Score -1.637021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 151277 members 
Entering Unmasked Estep 
Score: -16370204.000000 Penalty: 3880.384033
	Iteration 176Q: 3 clusters Score -1.63702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -16370215.000000 Penalty: 3880.384033
	Iteration 177Q: 3 clusters Score -1.637022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -16370219.000000 Penalty: 3880.384033
	Iteration 178Q: 3 clusters Score -1.637022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 151286 members 
Entering Unmasked Estep 
Score: -16370228.000000 Penalty: 3880.384033
	Iteration 179Q: 3 clusters Score -1.637023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 151286 members 
Entering Unmasked Estep 
Score: -16370228.000000 Penalty: 3880.384033
	Iteration 180F: 3 clusters Score -1.637023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 5 contains 151286 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 187207 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 34155 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 241467 members 
Mstep: Class 20 contains 7468 members 
Entering Unmasked Estep 
Score: -84432776.000000 Penalty: 37579.566406
Splitting cluster 14 changes total score from -84427640.000000 to -84432776.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 15 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -806846.312500 Penalty: 1454.103027
	Iteration 0F: 2 clusters Score -806846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -801180.625000 Penalty: 2908.206055
	Iteration 0F: 3 clusters Score -801180.6 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -802923.562500 Penalty: 2908.206055
	Iteration 1F: 3 clusters Score -802923.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -803263.125000 Penalty: 2908.206055
	Iteration 2F: 3 clusters Score -803263.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -803576.500000 Penalty: 2908.206055
	Iteration 3F: 3 clusters Score -803576.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -803879.625000 Penalty: 2908.206055
	Iteration 4F: 3 clusters Score -803879.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -804180.000000 Penalty: 2908.206055
	Iteration 5F: 3 clusters Score -804180 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -804512.437500 Penalty: 2908.206055
	Iteration 6F: 3 clusters Score -804512.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -804853.062500 Penalty: 2908.206055
	Iteration 7F: 3 clusters Score -804853.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -805117.812500 Penalty: 2908.206055
	Iteration 8Q: 3 clusters Score -805117.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -805291.375000 Penalty: 2908.206055
	Iteration 9Q: 3 clusters Score -805291.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -805412.500000 Penalty: 2908.206055
	Iteration 10Q: 3 clusters Score -805412.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -805499.312500 Penalty: 2908.206055
	Iteration 11Q: 3 clusters Score -805499.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -805575.562500 Penalty: 2908.206055
	Iteration 12Q: 3 clusters Score -805575.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -805636.875000 Penalty: 2908.206055
	Iteration 13Q: 3 clusters Score -805636.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -805679.625000 Penalty: 2908.206055
	Iteration 14Q: 3 clusters Score -805679.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -805715.625000 Penalty: 2908.206055
	Iteration 15Q: 3 clusters Score -805715.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -805749.687500 Penalty: 2908.206055
	Iteration 16Q: 3 clusters Score -805749.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -805768.437500 Penalty: 2908.206055
	Iteration 17Q: 3 clusters Score -805768.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -805780.000000 Penalty: 2908.206055
	Iteration 18Q: 3 clusters Score -805780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -805790.187500 Penalty: 2908.206055
	Iteration 19Q: 3 clusters Score -805790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -805797.187500 Penalty: 2908.206055
	Iteration 20F: 3 clusters Score -805797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -805800.187500 Penalty: 2908.206055
	Iteration 21Q: 3 clusters Score -805800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -805806.250000 Penalty: 2908.206055
	Iteration 22Q: 3 clusters Score -805806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -805811.000000 Penalty: 2908.206055
	Iteration 23Q: 3 clusters Score -805811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -805815.937500 Penalty: 2908.206055
	Iteration 24Q: 3 clusters Score -805815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -805820.812500 Penalty: 2908.206055
	Iteration 25Q: 3 clusters Score -805820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -805822.687500 Penalty: 2908.206055
	Iteration 26Q: 3 clusters Score -805822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -805822.125000 Penalty: 2908.206055
	Iteration 27Q: 3 clusters Score -805822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -805823.625000 Penalty: 2908.206055
	Iteration 28Q: 3 clusters Score -805823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -805823.625000 Penalty: 2908.206055
	Iteration 29F: 3 clusters Score -805823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -12009.359375 Penalty: 798.306396
	Iteration 0F: 2 clusters Score -12009.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11357.987305 Penalty: 1596.612793
	Iteration 0F: 3 clusters Score -11357.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11389.741211 Penalty: 1596.612793
	Iteration 1F: 3 clusters Score -11389.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11398.321289 Penalty: 1596.612793
	Iteration 2Q: 3 clusters Score -11398.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11414.921875 Penalty: 1596.612793
	Iteration 3Q: 3 clusters Score -11414.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11414.921875 Penalty: 1596.612793
	Iteration 4F: 3 clusters Score -11414.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Entering Unmasked Estep 
Score: -1599746.375000 Penalty: 1558.787231
	Iteration 0F: 2 clusters Score -1599746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1589480.625000 Penalty: 3117.574463
	Iteration 0F: 3 clusters Score -1589481 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1592997.250000 Penalty: 3117.574463
	Iteration 1F: 3 clusters Score -1592997 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1593336.000000 Penalty: 3117.574463
	Iteration 2F: 3 clusters Score -1593336 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1593682.125000 Penalty: 3117.574463
	Iteration 3F: 3 clusters Score -1593682 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1594040.250000 Penalty: 3117.574463
	Iteration 4F: 3 clusters Score -1594040 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1594435.625000 Penalty: 3117.574463
	Iteration 5F: 3 clusters Score -1594436 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1594935.000000 Penalty: 3117.574463
	Iteration 6F: 3 clusters Score -1594935 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1595528.750000 Penalty: 3117.574463
	Iteration 7F: 3 clusters Score -1595529 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1596195.125000 Penalty: 3117.574463
	Iteration 8F: 3 clusters Score -1596195 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1596797.750000 Penalty: 3117.574463
	Iteration 9F: 3 clusters Score -1596798 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1597233.000000 Penalty: 3117.574463
	Iteration 10Q: 3 clusters Score -1597233 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1597481.625000 Penalty: 3117.574463
	Iteration 11Q: 3 clusters Score -1597482 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1597598.250000 Penalty: 3117.574463
	Iteration 12Q: 3 clusters Score -1597598 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1597664.375000 Penalty: 3117.574463
	Iteration 13Q: 3 clusters Score -1597664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1597727.000000 Penalty: 3117.574463
	Iteration 14Q: 3 clusters Score -1597727 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1597759.375000 Penalty: 3117.574463
	Iteration 15Q: 3 clusters Score -1597759 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1597791.625000 Penalty: 3117.574463
	Iteration 16Q: 3 clusters Score -1597792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1597823.125000 Penalty: 3117.574463
	Iteration 17Q: 3 clusters Score -1597823 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1597857.125000 Penalty: 3117.574463
	Iteration 18Q: 3 clusters Score -1597857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1597875.000000 Penalty: 3117.574463
	Iteration 19Q: 3 clusters Score -1597875 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1597894.375000 Penalty: 3117.574463
	Iteration 20F: 3 clusters Score -1597894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1597913.875000 Penalty: 3117.574463
	Iteration 21Q: 3 clusters Score -1597914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1597927.750000 Penalty: 3117.574463
	Iteration 22Q: 3 clusters Score -1597928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1597942.125000 Penalty: 3117.574463
	Iteration 23Q: 3 clusters Score -1597942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1597961.500000 Penalty: 3117.574463
	Iteration 24Q: 3 clusters Score -1597962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1597975.625000 Penalty: 3117.574463
	Iteration 25Q: 3 clusters Score -1597976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1597995.500000 Penalty: 3117.574463
	Iteration 26Q: 3 clusters Score -1597996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1598017.125000 Penalty: 3117.574463
	Iteration 27Q: 3 clusters Score -1598017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1598033.000000 Penalty: 3117.574463
	Iteration 28Q: 3 clusters Score -1598033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1598045.625000 Penalty: 3117.574463
	Iteration 29Q: 3 clusters Score -1598046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1598063.250000 Penalty: 3117.574463
	Iteration 30Q: 3 clusters Score -1598063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1598078.625000 Penalty: 3117.574463
	Iteration 31Q: 3 clusters Score -1598079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1598100.250000 Penalty: 3117.574463
	Iteration 32Q: 3 clusters Score -1598100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1598119.875000 Penalty: 3117.574463
	Iteration 33Q: 3 clusters Score -1598120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1598136.125000 Penalty: 3117.574463
	Iteration 34Q: 3 clusters Score -1598136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1598154.750000 Penalty: 3117.574463
	Iteration 35Q: 3 clusters Score -1598155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1598168.500000 Penalty: 3117.574463
	Iteration 36Q: 3 clusters Score -1598168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1598191.625000 Penalty: 3117.574463
	Iteration 37Q: 3 clusters Score -1598192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1598215.750000 Penalty: 3117.574463
	Iteration 38Q: 3 clusters Score -1598216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1598233.875000 Penalty: 3117.574463
	Iteration 39Q: 3 clusters Score -1598234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1598253.875000 Penalty: 3117.574463
	Iteration 40F: 3 clusters Score -1598254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1598274.625000 Penalty: 3117.574463
	Iteration 41Q: 3 clusters Score -1598275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1598286.125000 Penalty: 3117.574463
	Iteration 42Q: 3 clusters Score -1598286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1598297.375000 Penalty: 3117.574463
	Iteration 43Q: 3 clusters Score -1598297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1598312.750000 Penalty: 3117.574463
	Iteration 44Q: 3 clusters Score -1598313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1598330.750000 Penalty: 3117.574463
	Iteration 45Q: 3 clusters Score -1598331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1598345.125000 Penalty: 3117.574463
	Iteration 46Q: 3 clusters Score -1598345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1598362.250000 Penalty: 3117.574463
	Iteration 47Q: 3 clusters Score -1598362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1598379.625000 Penalty: 3117.574463
	Iteration 48Q: 3 clusters Score -1598380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1598399.750000 Penalty: 3117.574463
	Iteration 49Q: 3 clusters Score -1598400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1598410.125000 Penalty: 3117.574463
	Iteration 50Q: 3 clusters Score -1598410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1598422.750000 Penalty: 3117.574463
	Iteration 51Q: 3 clusters Score -1598423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1598427.250000 Penalty: 3117.574463
	Iteration 52Q: 3 clusters Score -1598427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1598432.750000 Penalty: 3117.574463
	Iteration 53Q: 3 clusters Score -1598433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1598442.375000 Penalty: 3117.574463
	Iteration 54Q: 3 clusters Score -1598442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1598447.625000 Penalty: 3117.574463
	Iteration 55Q: 3 clusters Score -1598448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1598452.250000 Penalty: 3117.574463
	Iteration 56Q: 3 clusters Score -1598452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1598457.250000 Penalty: 3117.574463
	Iteration 57Q: 3 clusters Score -1598457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1598462.375000 Penalty: 3117.574463
	Iteration 58Q: 3 clusters Score -1598462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1598471.750000 Penalty: 3117.574463
	Iteration 59Q: 3 clusters Score -1598472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1598479.500000 Penalty: 3117.574463
	Iteration 60F: 3 clusters Score -1598480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1598482.250000 Penalty: 3117.574463
	Iteration 61Q: 3 clusters Score -1598482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1598483.250000 Penalty: 3117.574463
	Iteration 62Q: 3 clusters Score -1598483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1598484.000000 Penalty: 3117.574463
	Iteration 63Q: 3 clusters Score -1598484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1598482.000000 Penalty: 3117.574463
	Iteration 64Q: 3 clusters Score -1598482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1598486.875000 Penalty: 3117.574463
	Iteration 65Q: 3 clusters Score -1598487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1598485.750000 Penalty: 3117.574463
	Iteration 66Q: 3 clusters Score -1598486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1598490.250000 Penalty: 3117.574463
	Iteration 67Q: 3 clusters Score -1598490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1598488.125000 Penalty: 3117.574463
	Iteration 68Q: 3 clusters Score -1598488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1598490.750000 Penalty: 3117.574463
	Iteration 69Q: 3 clusters Score -1598491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1598491.375000 Penalty: 3117.574463
	Iteration 70Q: 3 clusters Score -1598491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1598498.250000 Penalty: 3117.574463
	Iteration 71Q: 3 clusters Score -1598498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1598506.875000 Penalty: 3117.574463
	Iteration 72Q: 3 clusters Score -1598507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1598512.500000 Penalty: 3117.574463
	Iteration 73Q: 3 clusters Score -1598512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1598518.125000 Penalty: 3117.574463
	Iteration 74Q: 3 clusters Score -1598518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1598524.500000 Penalty: 3117.574463
	Iteration 75Q: 3 clusters Score -1598524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1598528.875000 Penalty: 3117.574463
	Iteration 76Q: 3 clusters Score -1598529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1598533.375000 Penalty: 3117.574463
	Iteration 77Q: 3 clusters Score -1598533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1598536.125000 Penalty: 3117.574463
	Iteration 78Q: 3 clusters Score -1598536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1598540.375000 Penalty: 3117.574463
	Iteration 79Q: 3 clusters Score -1598540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1598541.375000 Penalty: 3117.574463
	Iteration 80F: 3 clusters Score -1598541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1598548.500000 Penalty: 3117.574463
	Iteration 81Q: 3 clusters Score -1598548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1598546.875000 Penalty: 3117.574463
	Iteration 82Q: 3 clusters Score -1598547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1598550.500000 Penalty: 3117.574463
	Iteration 83Q: 3 clusters Score -1598550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1598547.875000 Penalty: 3117.574463
	Iteration 84Q: 3 clusters Score -1598548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1598548.875000 Penalty: 3117.574463
	Iteration 85Q: 3 clusters Score -1598549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1598549.500000 Penalty: 3117.574463
	Iteration 86Q: 3 clusters Score -1598550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1598549.500000 Penalty: 3117.574463
	Iteration 87F: 3 clusters Score -1598550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241467 members 
Entering Unmasked Estep 
Score: -25684282.000000 Penalty: 2014.104370
	Iteration 0F: 2 clusters Score -2.568428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -25537876.000000 Penalty: 4028.208740
	Iteration 0F: 3 clusters Score -2.553788e+07 nChanged 117441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -25608790.000000 Penalty: 4028.208740
	Iteration 1F: 3 clusters Score -2.560879e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -25610718.000000 Penalty: 4028.208740
	Iteration 2Q: 3 clusters Score -2.561072e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -25613730.000000 Penalty: 4028.208740
	Iteration 3Q: 3 clusters Score -2.561373e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -25618034.000000 Penalty: 4028.208740
	Iteration 4Q: 3 clusters Score -2.561803e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -25624544.000000 Penalty: 4028.208740
	Iteration 5Q: 3 clusters Score -2.562454e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134729 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -25633656.000000 Penalty: 4028.208740
	Iteration 6F: 3 clusters Score -2.563366e+07 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -25644862.000000 Penalty: 4028.208740
	Iteration 7F: 3 clusters Score -2.564486e+07 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140920 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -25655622.000000 Penalty: 4028.208740
	Iteration 8F: 3 clusters Score -2.565562e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -25662564.000000 Penalty: 4028.208740
	Iteration 9F: 3 clusters Score -2.566256e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143425 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -25665172.000000 Penalty: 4028.208740
	Iteration 10Q: 3 clusters Score -2.566517e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -25665988.000000 Penalty: 4028.208740
	Iteration 11Q: 3 clusters Score -2.566599e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145558 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -25666288.000000 Penalty: 4028.208740
	Iteration 12Q: 3 clusters Score -2.566629e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -25666484.000000 Penalty: 4028.208740
	Iteration 13Q: 3 clusters Score -2.566648e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -25666714.000000 Penalty: 4028.208740
	Iteration 14Q: 3 clusters Score -2.566671e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -25666808.000000 Penalty: 4028.208740
	Iteration 15Q: 3 clusters Score -2.566681e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -25666916.000000 Penalty: 4028.208740
	Iteration 16Q: 3 clusters Score -2.566692e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -25667086.000000 Penalty: 4028.208740
	Iteration 17Q: 3 clusters Score -2.566709e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -25667154.000000 Penalty: 4028.208740
	Iteration 18Q: 3 clusters Score -2.566715e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -25667312.000000 Penalty: 4028.208740
	Iteration 19Q: 3 clusters Score -2.566731e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -25667260.000000 Penalty: 4028.208740
	Iteration 20F: 3 clusters Score -2.566726e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155700 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -25667304.000000 Penalty: 4028.208740
	Iteration 21Q: 3 clusters Score -2.56673e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -25667456.000000 Penalty: 4028.208740
	Iteration 22Q: 3 clusters Score -2.566746e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -25667418.000000 Penalty: 4028.208740
	Iteration 23Q: 3 clusters Score -2.566742e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -25667456.000000 Penalty: 4028.208740
	Iteration 24Q: 3 clusters Score -2.566746e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -25667402.000000 Penalty: 4028.208740
	Iteration 25Q: 3 clusters Score -2.56674e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -25667420.000000 Penalty: 4028.208740
	Iteration 26Q: 3 clusters Score -2.566742e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -25667544.000000 Penalty: 4028.208740
	Iteration 27Q: 3 clusters Score -2.566754e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -25667620.000000 Penalty: 4028.208740
	Iteration 28Q: 3 clusters Score -2.566762e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163456 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -25667726.000000 Penalty: 4028.208740
	Iteration 29Q: 3 clusters Score -2.566773e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -25667862.000000 Penalty: 4028.208740
	Iteration 30Q: 3 clusters Score -2.566786e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164798 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -25667866.000000 Penalty: 4028.208740
	Iteration 31Q: 3 clusters Score -2.566787e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -25667998.000000 Penalty: 4028.208740
	Iteration 32Q: 3 clusters Score -2.5668e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -25668066.000000 Penalty: 4028.208740
	Iteration 33Q: 3 clusters Score -2.566807e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -25668120.000000 Penalty: 4028.208740
	Iteration 34Q: 3 clusters Score -2.566812e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -25668126.000000 Penalty: 4028.208740
	Iteration 35Q: 3 clusters Score -2.566813e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -25668276.000000 Penalty: 4028.208740
	Iteration 36Q: 3 clusters Score -2.566828e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167364 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -25668428.000000 Penalty: 4028.208740
	Iteration 37Q: 3 clusters Score -2.566843e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -25668558.000000 Penalty: 4028.208740
	Iteration 38Q: 3 clusters Score -2.566856e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -25668708.000000 Penalty: 4028.208740
	Iteration 39Q: 3 clusters Score -2.566871e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -25668746.000000 Penalty: 4028.208740
	Iteration 40F: 3 clusters Score -2.566875e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -25668808.000000 Penalty: 4028.208740
	Iteration 41Q: 3 clusters Score -2.566881e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -25668878.000000 Penalty: 4028.208740
	Iteration 42Q: 3 clusters Score -2.566888e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -25669054.000000 Penalty: 4028.208740
	Iteration 43Q: 3 clusters Score -2.566905e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -25669138.000000 Penalty: 4028.208740
	Iteration 44Q: 3 clusters Score -2.566914e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -25669258.000000 Penalty: 4028.208740
	Iteration 45Q: 3 clusters Score -2.566926e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -25669364.000000 Penalty: 4028.208740
	Iteration 46Q: 3 clusters Score -2.566936e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -25669524.000000 Penalty: 4028.208740
	Iteration 47Q: 3 clusters Score -2.566952e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -25669576.000000 Penalty: 4028.208740
	Iteration 48Q: 3 clusters Score -2.566958e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -25669744.000000 Penalty: 4028.208740
	Iteration 49Q: 3 clusters Score -2.566974e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -25669984.000000 Penalty: 4028.208740
	Iteration 50Q: 3 clusters Score -2.566998e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169867 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -25670020.000000 Penalty: 4028.208740
	Iteration 51Q: 3 clusters Score -2.567002e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -25670024.000000 Penalty: 4028.208740
	Iteration 52Q: 3 clusters Score -2.567002e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169975 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -25670148.000000 Penalty: 4028.208740
	Iteration 53Q: 3 clusters Score -2.567015e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -25670178.000000 Penalty: 4028.208740
	Iteration 54Q: 3 clusters Score -2.567018e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -25670232.000000 Penalty: 4028.208740
	Iteration 55Q: 3 clusters Score -2.567023e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -25670480.000000 Penalty: 4028.208740
	Iteration 56Q: 3 clusters Score -2.567048e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169278 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -25670544.000000 Penalty: 4028.208740
	Iteration 57Q: 3 clusters Score -2.567054e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169035 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -25670584.000000 Penalty: 4028.208740
	Iteration 58Q: 3 clusters Score -2.567058e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -25670668.000000 Penalty: 4028.208740
	Iteration 59Q: 3 clusters Score -2.567067e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -25670732.000000 Penalty: 4028.208740
	Iteration 60F: 3 clusters Score -2.567073e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -25670808.000000 Penalty: 4028.208740
	Iteration 61Q: 3 clusters Score -2.567081e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -25670870.000000 Penalty: 4028.208740
	Iteration 62Q: 3 clusters Score -2.567087e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -25670952.000000 Penalty: 4028.208740
	Iteration 63Q: 3 clusters Score -2.567095e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -25670928.000000 Penalty: 4028.208740
	Iteration 64Q: 3 clusters Score -2.567093e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -25670996.000000 Penalty: 4028.208740
	Iteration 65Q: 3 clusters Score -2.5671e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -25671156.000000 Penalty: 4028.208740
	Iteration 66Q: 3 clusters Score -2.567116e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -25671070.000000 Penalty: 4028.208740
	Iteration 67Q: 3 clusters Score -2.567107e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164389 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -25671168.000000 Penalty: 4028.208740
	Iteration 68Q: 3 clusters Score -2.567117e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -25671332.000000 Penalty: 4028.208740
	Iteration 69Q: 3 clusters Score -2.567133e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162817 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -25671582.000000 Penalty: 4028.208740
	Iteration 70Q: 3 clusters Score -2.567158e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161924 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -25671820.000000 Penalty: 4028.208740
	Iteration 71Q: 3 clusters Score -2.567182e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -25671994.000000 Penalty: 4028.208740
	Iteration 72Q: 3 clusters Score -2.567199e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -25672284.000000 Penalty: 4028.208740
	Iteration 73Q: 3 clusters Score -2.567228e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159079 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -25672440.000000 Penalty: 4028.208740
	Iteration 74Q: 3 clusters Score -2.567244e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158115 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -25672726.000000 Penalty: 4028.208740
	Iteration 75Q: 3 clusters Score -2.567273e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -25672970.000000 Penalty: 4028.208740
	Iteration 76Q: 3 clusters Score -2.567297e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -25673308.000000 Penalty: 4028.208740
	Iteration 77Q: 3 clusters Score -2.567331e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -25673644.000000 Penalty: 4028.208740
	Iteration 78Q: 3 clusters Score -2.567364e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -25674012.000000 Penalty: 4028.208740
	Iteration 79Q: 3 clusters Score -2.567401e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153200 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -25674346.000000 Penalty: 4028.208740
	Iteration 80F: 3 clusters Score -2.567435e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -25674834.000000 Penalty: 4028.208740
	Iteration 81Q: 3 clusters Score -2.567483e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -25675260.000000 Penalty: 4028.208740
	Iteration 82Q: 3 clusters Score -2.567526e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -25675646.000000 Penalty: 4028.208740
	Iteration 83Q: 3 clusters Score -2.567565e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -25676054.000000 Penalty: 4028.208740
	Iteration 84Q: 3 clusters Score -2.567605e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148951 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -25676294.000000 Penalty: 4028.208740
	Iteration 85Q: 3 clusters Score -2.567629e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -25676706.000000 Penalty: 4028.208740
	Iteration 86Q: 3 clusters Score -2.567671e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -25677028.000000 Penalty: 4028.208740
	Iteration 87Q: 3 clusters Score -2.567703e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146684 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -25677286.000000 Penalty: 4028.208740
	Iteration 88Q: 3 clusters Score -2.567729e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -25677562.000000 Penalty: 4028.208740
	Iteration 89Q: 3 clusters Score -2.567756e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -25677882.000000 Penalty: 4028.208740
	Iteration 90Q: 3 clusters Score -2.567788e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -25677972.000000 Penalty: 4028.208740
	Iteration 91Q: 3 clusters Score -2.567797e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -25678190.000000 Penalty: 4028.208740
	Iteration 92Q: 3 clusters Score -2.567819e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -25678316.000000 Penalty: 4028.208740
	Iteration 93Q: 3 clusters Score -2.567832e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -25678456.000000 Penalty: 4028.208740
	Iteration 94Q: 3 clusters Score -2.567846e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -25678566.000000 Penalty: 4028.208740
	Iteration 95Q: 3 clusters Score -2.567857e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -25678674.000000 Penalty: 4028.208740
	Iteration 96Q: 3 clusters Score -2.567867e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -25678674.000000 Penalty: 4028.208740
	Iteration 97Q: 3 clusters Score -2.567867e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -25678698.000000 Penalty: 4028.208740
	Iteration 98Q: 3 clusters Score -2.56787e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -25678772.000000 Penalty: 4028.208740
	Iteration 99Q: 3 clusters Score -2.567877e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -25678796.000000 Penalty: 4028.208740
	Iteration 100F: 3 clusters Score -2.56788e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -25678842.000000 Penalty: 4028.208740
	Iteration 101Q: 3 clusters Score -2.567884e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -25678924.000000 Penalty: 4028.208740
	Iteration 102Q: 3 clusters Score -2.567892e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140478 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -25678988.000000 Penalty: 4028.208740
	Iteration 103Q: 3 clusters Score -2.567899e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -25679032.000000 Penalty: 4028.208740
	Iteration 104Q: 3 clusters Score -2.567903e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140010 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -25679090.000000 Penalty: 4028.208740
	Iteration 105Q: 3 clusters Score -2.567909e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -25679092.000000 Penalty: 4028.208740
	Iteration 106Q: 3 clusters Score -2.567909e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -25679132.000000 Penalty: 4028.208740
	Iteration 107Q: 3 clusters Score -2.567913e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -25679166.000000 Penalty: 4028.208740
	Iteration 108Q: 3 clusters Score -2.567917e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -25679136.000000 Penalty: 4028.208740
	Iteration 109Q: 3 clusters Score -2.567914e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138794 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -25679182.000000 Penalty: 4028.208740
	Iteration 110Q: 3 clusters Score -2.567918e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138583 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -25679188.000000 Penalty: 4028.208740
	Iteration 111Q: 3 clusters Score -2.567919e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138374 members 
Mstep: Class 2 contains 103093 members 
Entering Unmasked Estep 
Score: -25679192.000000 Penalty: 4028.208740
	Iteration 112Q: 3 clusters Score -2.567919e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138169 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -25679198.000000 Penalty: 4028.208740
	Iteration 113Q: 3 clusters Score -2.56792e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137950 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -25679160.000000 Penalty: 4028.208740
	Iteration 114Q: 3 clusters Score -2.567916e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137695 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -25679200.000000 Penalty: 4028.208740
	Iteration 115Q: 3 clusters Score -2.56792e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -25679286.000000 Penalty: 4028.208740
	Iteration 116Q: 3 clusters Score -2.567929e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -25679306.000000 Penalty: 4028.208740
	Iteration 117Q: 3 clusters Score -2.567931e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -25679342.000000 Penalty: 4028.208740
	Iteration 118Q: 3 clusters Score -2.567934e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -25679372.000000 Penalty: 4028.208740
	Iteration 119Q: 3 clusters Score -2.567937e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136474 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -25679436.000000 Penalty: 4028.208740
	Iteration 120F: 3 clusters Score -2.567944e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -25679458.000000 Penalty: 4028.208740
	Iteration 121Q: 3 clusters Score -2.567946e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135969 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -25679466.000000 Penalty: 4028.208740
	Iteration 122Q: 3 clusters Score -2.567947e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135693 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -25679494.000000 Penalty: 4028.208740
	Iteration 123Q: 3 clusters Score -2.567949e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135423 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -25679554.000000 Penalty: 4028.208740
	Iteration 124Q: 3 clusters Score -2.567955e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135177 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -25679546.000000 Penalty: 4028.208740
	Iteration 125Q: 3 clusters Score -2.567955e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -25679626.000000 Penalty: 4028.208740
	Iteration 126Q: 3 clusters Score -2.567963e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -25679640.000000 Penalty: 4028.208740
	Iteration 127Q: 3 clusters Score -2.567964e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 107103 members 
Entering Unmasked Estep 
Score: -25679566.000000 Penalty: 4028.208740
	Iteration 128Q: 3 clusters Score -2.567957e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 107408 members 
Entering Unmasked Estep 
Score: -25679578.000000 Penalty: 4028.208740
	Iteration 129Q: 3 clusters Score -2.567958e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133730 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -25679572.000000 Penalty: 4028.208740
	Iteration 130Q: 3 clusters Score -2.567957e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 108079 members 
Entering Unmasked Estep 
Score: -25679540.000000 Penalty: 4028.208740
	Iteration 131Q: 3 clusters Score -2.567954e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -25679568.000000 Penalty: 4028.208740
	Iteration 132Q: 3 clusters Score -2.567957e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -25679610.000000 Penalty: 4028.208740
	Iteration 133Q: 3 clusters Score -2.567961e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132328 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -25679602.000000 Penalty: 4028.208740
	Iteration 134Q: 3 clusters Score -2.56796e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131892 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -25679612.000000 Penalty: 4028.208740
	Iteration 135Q: 3 clusters Score -2.567961e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -25679634.000000 Penalty: 4028.208740
	Iteration 136Q: 3 clusters Score -2.567963e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -25679744.000000 Penalty: 4028.208740
	Iteration 137Q: 3 clusters Score -2.567974e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -25679854.000000 Penalty: 4028.208740
	Iteration 138Q: 3 clusters Score -2.567985e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 111758 members 
Entering Unmasked Estep 
Score: -25679932.000000 Penalty: 4028.208740
	Iteration 139Q: 3 clusters Score -2.567993e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -25680020.000000 Penalty: 4028.208740
	Iteration 140F: 3 clusters Score -2.568002e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -25680062.000000 Penalty: 4028.208740
	Iteration 141Q: 3 clusters Score -2.568006e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -25680086.000000 Penalty: 4028.208740
	Iteration 142Q: 3 clusters Score -2.568009e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127032 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -25680114.000000 Penalty: 4028.208740
	Iteration 143Q: 3 clusters Score -2.568011e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -25680208.000000 Penalty: 4028.208740
	Iteration 144Q: 3 clusters Score -2.568021e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125360 members 
Mstep: Class 2 contains 116107 members 
Entering Unmasked Estep 
Score: -25680306.000000 Penalty: 4028.208740
	Iteration 145Q: 3 clusters Score -2.568031e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 117030 members 
Entering Unmasked Estep 
Score: -25680438.000000 Penalty: 4028.208740
	Iteration 146Q: 3 clusters Score -2.568044e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -25680650.000000 Penalty: 4028.208740
	Iteration 147Q: 3 clusters Score -2.568065e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -25680820.000000 Penalty: 4028.208740
	Iteration 148Q: 3 clusters Score -2.568082e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -25681020.000000 Penalty: 4028.208740
	Iteration 149Q: 3 clusters Score -2.568102e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 121024 members 
Entering Unmasked Estep 
Score: -25681114.000000 Penalty: 4028.208740
	Iteration 150Q: 3 clusters Score -2.568111e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -25681312.000000 Penalty: 4028.208740
	Iteration 151Q: 3 clusters Score -2.568131e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -25681418.000000 Penalty: 4028.208740
	Iteration 152Q: 3 clusters Score -2.568142e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -25681556.000000 Penalty: 4028.208740
	Iteration 153Q: 3 clusters Score -2.568156e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116082 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -25681656.000000 Penalty: 4028.208740
	Iteration 154Q: 3 clusters Score -2.568166e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -25681746.000000 Penalty: 4028.208740
	Iteration 155Q: 3 clusters Score -2.568175e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113899 members 
Mstep: Class 2 contains 127568 members 
Entering Unmasked Estep 
Score: -25681934.000000 Penalty: 4028.208740
	Iteration 156Q: 3 clusters Score -2.568193e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 128684 members 
Entering Unmasked Estep 
Score: -25682024.000000 Penalty: 4028.208740
	Iteration 157Q: 3 clusters Score -2.568202e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 129803 members 
Entering Unmasked Estep 
Score: -25682070.000000 Penalty: 4028.208740
	Iteration 158Q: 3 clusters Score -2.568207e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -25682090.000000 Penalty: 4028.208740
	Iteration 159Q: 3 clusters Score -2.568209e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -25682312.000000 Penalty: 4028.208740
	Iteration 160F: 3 clusters Score -2.568231e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 133418 members 
Entering Unmasked Estep 
Score: -25682400.000000 Penalty: 4028.208740
	Iteration 161Q: 3 clusters Score -2.56824e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -25682466.000000 Penalty: 4028.208740
	Iteration 162Q: 3 clusters Score -2.568247e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 135844 members 
Entering Unmasked Estep 
Score: -25682528.000000 Penalty: 4028.208740
	Iteration 163Q: 3 clusters Score -2.568253e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -25682626.000000 Penalty: 4028.208740
	Iteration 164Q: 3 clusters Score -2.568263e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 138586 members 
Entering Unmasked Estep 
Score: -25682800.000000 Penalty: 4028.208740
	Iteration 165Q: 3 clusters Score -2.56828e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 139980 members 
Entering Unmasked Estep 
Score: -25682966.000000 Penalty: 4028.208740
	Iteration 166Q: 3 clusters Score -2.568297e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 141362 members 
Entering Unmasked Estep 
Score: -25683164.000000 Penalty: 4028.208740
	Iteration 167Q: 3 clusters Score -2.568316e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -25683286.000000 Penalty: 4028.208740
	Iteration 168Q: 3 clusters Score -2.568329e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -25683338.000000 Penalty: 4028.208740
	Iteration 169Q: 3 clusters Score -2.568334e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -25683440.000000 Penalty: 4028.208740
	Iteration 170Q: 3 clusters Score -2.568344e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 147178 members 
Entering Unmasked Estep 
Score: -25683654.000000 Penalty: 4028.208740
	Iteration 171Q: 3 clusters Score -2.568365e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -25683702.000000 Penalty: 4028.208740
	Iteration 172Q: 3 clusters Score -2.56837e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -25683708.000000 Penalty: 4028.208740
	Iteration 173Q: 3 clusters Score -2.568371e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -25683442.000000 Penalty: 4028.208740
	Iteration 174Q: 3 clusters Score -2.568344e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -25683448.000000 Penalty: 4028.208740
	Iteration 175Q: 3 clusters Score -2.568345e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -25683360.000000 Penalty: 4028.208740
	Iteration 176Q: 3 clusters Score -2.568336e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -25683152.000000 Penalty: 4028.208740
	Iteration 177Q: 3 clusters Score -2.568315e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -25683092.000000 Penalty: 4028.208740
	Iteration 178Q: 3 clusters Score -2.568309e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -25683106.000000 Penalty: 4028.208740
	Iteration 179Q: 3 clusters Score -2.568311e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -25683046.000000 Penalty: 4028.208740
	Iteration 180F: 3 clusters Score -2.568305e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 162131 members 
Entering Unmasked Estep 
Score: -25683028.000000 Penalty: 4028.208740
	Iteration 181Q: 3 clusters Score -2.568303e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -25682800.000000 Penalty: 4028.208740
	Iteration 182Q: 3 clusters Score -2.56828e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -25682680.000000 Penalty: 4028.208740
	Iteration 183Q: 3 clusters Score -2.568268e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -25682484.000000 Penalty: 4028.208740
	Iteration 184Q: 3 clusters Score -2.568248e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -25682394.000000 Penalty: 4028.208740
	Iteration 185Q: 3 clusters Score -2.568239e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -25682410.000000 Penalty: 4028.208740
	Iteration 186Q: 3 clusters Score -2.568241e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 168621 members 
Entering Unmasked Estep 
Score: -25682314.000000 Penalty: 4028.208740
	Iteration 187Q: 3 clusters Score -2.568231e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 169578 members 
Entering Unmasked Estep 
Score: -25682248.000000 Penalty: 4028.208740
	Iteration 188Q: 3 clusters Score -2.568225e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 170500 members 
Entering Unmasked Estep 
Score: -25682150.000000 Penalty: 4028.208740
	Iteration 189Q: 3 clusters Score -2.568215e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -25681964.000000 Penalty: 4028.208740
	Iteration 190Q: 3 clusters Score -2.568196e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -25681878.000000 Penalty: 4028.208740
	Iteration 191Q: 3 clusters Score -2.568188e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 173208 members 
Entering Unmasked Estep 
Score: -25681876.000000 Penalty: 4028.208740
	Iteration 192Q: 3 clusters Score -2.568188e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -25681850.000000 Penalty: 4028.208740
	Iteration 193Q: 3 clusters Score -2.568185e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 175012 members 
Entering Unmasked Estep 
Score: -25681794.000000 Penalty: 4028.208740
	Iteration 194Q: 3 clusters Score -2.568179e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 175890 members 
Entering Unmasked Estep 
Score: -25681852.000000 Penalty: 4028.208740
	Iteration 195Q: 3 clusters Score -2.568185e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 176746 members 
Entering Unmasked Estep 
Score: -25681798.000000 Penalty: 4028.208740
	Iteration 196Q: 3 clusters Score -2.56818e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -25681772.000000 Penalty: 4028.208740
	Iteration 197Q: 3 clusters Score -2.568177e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -25681654.000000 Penalty: 4028.208740
	Iteration 198Q: 3 clusters Score -2.568165e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -25681520.000000 Penalty: 4028.208740
	Iteration 199Q: 3 clusters Score -2.568152e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -25681412.000000 Penalty: 4028.208740
	Iteration 200F: 3 clusters Score -2.568141e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 180797 members 
Entering Unmasked Estep 
Score: -25681272.000000 Penalty: 4028.208740
	Iteration 201Q: 3 clusters Score -2.568127e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 181577 members 
Entering Unmasked Estep 
Score: -25681236.000000 Penalty: 4028.208740
	Iteration 202Q: 3 clusters Score -2.568124e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 182359 members 
Entering Unmasked Estep 
Score: -25681254.000000 Penalty: 4028.208740
	Iteration 203Q: 3 clusters Score -2.568125e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -25681194.000000 Penalty: 4028.208740
	Iteration 204Q: 3 clusters Score -2.568119e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 183896 members 
Entering Unmasked Estep 
Score: -25681088.000000 Penalty: 4028.208740
	Iteration 205Q: 3 clusters Score -2.568109e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 184667 members 
Entering Unmasked Estep 
Score: -25681026.000000 Penalty: 4028.208740
	Iteration 206Q: 3 clusters Score -2.568103e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -25680956.000000 Penalty: 4028.208740
	Iteration 207Q: 3 clusters Score -2.568096e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 186144 members 
Entering Unmasked Estep 
Score: -25680928.000000 Penalty: 4028.208740
	Iteration 208Q: 3 clusters Score -2.568093e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -25680764.000000 Penalty: 4028.208740
	Iteration 209Q: 3 clusters Score -2.568076e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 187578 members 
Entering Unmasked Estep 
Score: -25680706.000000 Penalty: 4028.208740
	Iteration 210Q: 3 clusters Score -2.568071e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 188266 members 
Entering Unmasked Estep 
Score: -25680728.000000 Penalty: 4028.208740
	Iteration 211Q: 3 clusters Score -2.568073e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 188947 members 
Entering Unmasked Estep 
Score: -25680678.000000 Penalty: 4028.208740
	Iteration 212Q: 3 clusters Score -2.568068e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 189597 members 
Entering Unmasked Estep 
Score: -25680676.000000 Penalty: 4028.208740
	Iteration 213Q: 3 clusters Score -2.568068e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 190236 members 
Entering Unmasked Estep 
Score: -25680698.000000 Penalty: 4028.208740
	Iteration 214Q: 3 clusters Score -2.56807e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 190890 members 
Entering Unmasked Estep 
Score: -25680642.000000 Penalty: 4028.208740
	Iteration 215Q: 3 clusters Score -2.568064e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -25680636.000000 Penalty: 4028.208740
	Iteration 216Q: 3 clusters Score -2.568064e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 192268 members 
Entering Unmasked Estep 
Score: -25680594.000000 Penalty: 4028.208740
	Iteration 217Q: 3 clusters Score -2.568059e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -25680554.000000 Penalty: 4028.208740
	Iteration 218Q: 3 clusters Score -2.568055e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 193701 members 
Entering Unmasked Estep 
Score: -25680598.000000 Penalty: 4028.208740
	Iteration 219Q: 3 clusters Score -2.56806e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 194402 members 
Entering Unmasked Estep 
Score: -25680562.000000 Penalty: 4028.208740
	Iteration 220F: 3 clusters Score -2.568056e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 195138 members 
Entering Unmasked Estep 
Score: -25680542.000000 Penalty: 4028.208740
	Iteration 221Q: 3 clusters Score -2.568054e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -25680568.000000 Penalty: 4028.208740
	Iteration 222Q: 3 clusters Score -2.568057e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 196631 members 
Entering Unmasked Estep 
Score: -25680610.000000 Penalty: 4028.208740
	Iteration 223Q: 3 clusters Score -2.568061e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 197342 members 
Entering Unmasked Estep 
Score: -25680724.000000 Penalty: 4028.208740
	Iteration 224Q: 3 clusters Score -2.568072e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 198124 members 
Entering Unmasked Estep 
Score: -25680780.000000 Penalty: 4028.208740
	Iteration 225Q: 3 clusters Score -2.568078e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 198900 members 
Entering Unmasked Estep 
Score: -25680772.000000 Penalty: 4028.208740
	Iteration 226Q: 3 clusters Score -2.568077e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 199673 members 
Entering Unmasked Estep 
Score: -25680768.000000 Penalty: 4028.208740
	Iteration 227Q: 3 clusters Score -2.568077e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -25680746.000000 Penalty: 4028.208740
	Iteration 228Q: 3 clusters Score -2.568075e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 201167 members 
Entering Unmasked Estep 
Score: -25680808.000000 Penalty: 4028.208740
	Iteration 229Q: 3 clusters Score -2.568081e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 201945 members 
Entering Unmasked Estep 
Score: -25680848.000000 Penalty: 4028.208740
	Iteration 230Q: 3 clusters Score -2.568085e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 202701 members 
Entering Unmasked Estep 
Score: -25680854.000000 Penalty: 4028.208740
	Iteration 231Q: 3 clusters Score -2.568085e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 203482 members 
Entering Unmasked Estep 
Score: -25680892.000000 Penalty: 4028.208740
	Iteration 232Q: 3 clusters Score -2.568089e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 204238 members 
Entering Unmasked Estep 
Score: -25680946.000000 Penalty: 4028.208740
	Iteration 233Q: 3 clusters Score -2.568095e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 204957 members 
Entering Unmasked Estep 
Score: -25681002.000000 Penalty: 4028.208740
	Iteration 234Q: 3 clusters Score -2.5681e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 205653 members 
Entering Unmasked Estep 
Score: -25681056.000000 Penalty: 4028.208740
	Iteration 235Q: 3 clusters Score -2.568106e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 206353 members 
Entering Unmasked Estep 
Score: -25681038.000000 Penalty: 4028.208740
	Iteration 236Q: 3 clusters Score -2.568104e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 207079 members 
Entering Unmasked Estep 
Score: -25680956.000000 Penalty: 4028.208740
	Iteration 237Q: 3 clusters Score -2.568096e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 207799 members 
Entering Unmasked Estep 
Score: -25680968.000000 Penalty: 4028.208740
	Iteration 238Q: 3 clusters Score -2.568097e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -25681058.000000 Penalty: 4028.208740
	Iteration 239Q: 3 clusters Score -2.568106e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 209290 members 
Entering Unmasked Estep 
Score: -25681146.000000 Penalty: 4028.208740
	Iteration 240F: 3 clusters Score -2.568115e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 210005 members 
Entering Unmasked Estep 
Score: -25681258.000000 Penalty: 4028.208740
	Iteration 241Q: 3 clusters Score -2.568126e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 210752 members 
Entering Unmasked Estep 
Score: -25681286.000000 Penalty: 4028.208740
	Iteration 242Q: 3 clusters Score -2.568129e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 211472 members 
Entering Unmasked Estep 
Score: -25681204.000000 Penalty: 4028.208740
	Iteration 243Q: 3 clusters Score -2.56812e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 212222 members 
Entering Unmasked Estep 
Score: -25681348.000000 Penalty: 4028.208740
	Iteration 244Q: 3 clusters Score -2.568135e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 212961 members 
Entering Unmasked Estep 
Score: -25681278.000000 Penalty: 4028.208740
	Iteration 245Q: 3 clusters Score -2.568128e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 213719 members 
Entering Unmasked Estep 
Score: -25681346.000000 Penalty: 4028.208740
	Iteration 246Q: 3 clusters Score -2.568135e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 214459 members 
Entering Unmasked Estep 
Score: -25681502.000000 Penalty: 4028.208740
	Iteration 247Q: 3 clusters Score -2.56815e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 215194 members 
Entering Unmasked Estep 
Score: -25681522.000000 Penalty: 4028.208740
	Iteration 248Q: 3 clusters Score -2.568152e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 215945 members 
Entering Unmasked Estep 
Score: -25681552.000000 Penalty: 4028.208740
	Iteration 249Q: 3 clusters Score -2.568155e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 216706 members 
Entering Unmasked Estep 
Score: -25681644.000000 Penalty: 4028.208740
	Iteration 250Q: 3 clusters Score -2.568164e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 217484 members 
Entering Unmasked Estep 
Score: -25681690.000000 Penalty: 4028.208740
	Iteration 251Q: 3 clusters Score -2.568169e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 218272 members 
Entering Unmasked Estep 
Score: -25681778.000000 Penalty: 4028.208740
	Iteration 252Q: 3 clusters Score -2.568178e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 219033 members 
Entering Unmasked Estep 
Score: -25681870.000000 Penalty: 4028.208740
	Iteration 253Q: 3 clusters Score -2.568187e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 219794 members 
Entering Unmasked Estep 
Score: -25681962.000000 Penalty: 4028.208740
	Iteration 254Q: 3 clusters Score -2.568196e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 220515 members 
Entering Unmasked Estep 
Score: -25681978.000000 Penalty: 4028.208740
	Iteration 255Q: 3 clusters Score -2.568198e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 221249 members 
Entering Unmasked Estep 
Score: -25682104.000000 Penalty: 4028.208740
	Iteration 256Q: 3 clusters Score -2.56821e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 221996 members 
Entering Unmasked Estep 
Score: -25682172.000000 Penalty: 4028.208740
	Iteration 257Q: 3 clusters Score -2.568217e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 222769 members 
Entering Unmasked Estep 
Score: -25682284.000000 Penalty: 4028.208740
	Iteration 258Q: 3 clusters Score -2.568228e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 223564 members 
Entering Unmasked Estep 
Score: -25682386.000000 Penalty: 4028.208740
	Iteration 259Q: 3 clusters Score -2.568239e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 224299 members 
Entering Unmasked Estep 
Score: -25682476.000000 Penalty: 4028.208740
	Iteration 260F: 3 clusters Score -2.568248e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 225009 members 
Entering Unmasked Estep 
Score: -25682578.000000 Penalty: 4028.208740
	Iteration 261Q: 3 clusters Score -2.568258e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 225672 members 
Entering Unmasked Estep 
Score: -25682664.000000 Penalty: 4028.208740
	Iteration 262Q: 3 clusters Score -2.568266e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 226281 members 
Entering Unmasked Estep 
Score: -25682820.000000 Penalty: 4028.208740
	Iteration 263Q: 3 clusters Score -2.568282e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 226859 members 
Entering Unmasked Estep 
Score: -25682948.000000 Penalty: 4028.208740
	Iteration 264Q: 3 clusters Score -2.568295e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 227437 members 
Entering Unmasked Estep 
Score: -25683106.000000 Penalty: 4028.208740
	Iteration 265Q: 3 clusters Score -2.568311e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 227972 members 
Entering Unmasked Estep 
Score: -25683190.000000 Penalty: 4028.208740
	Iteration 266Q: 3 clusters Score -2.568319e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -25683158.000000 Penalty: 4028.208740
	Iteration 267Q: 3 clusters Score -2.568316e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 228880 members 
Entering Unmasked Estep 
Score: -25683166.000000 Penalty: 4028.208740
	Iteration 268Q: 3 clusters Score -2.568317e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 229263 members 
Entering Unmasked Estep 
Score: -25683210.000000 Penalty: 4028.208740
	Iteration 269Q: 3 clusters Score -2.568321e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -25683262.000000 Penalty: 4028.208740
	Iteration 270Q: 3 clusters Score -2.568326e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 229953 members 
Entering Unmasked Estep 
Score: -25683214.000000 Penalty: 4028.208740
	Iteration 271Q: 3 clusters Score -2.568321e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 230280 members 
Entering Unmasked Estep 
Score: -25683202.000000 Penalty: 4028.208740
	Iteration 272Q: 3 clusters Score -2.56832e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 230598 members 
Entering Unmasked Estep 
Score: -25683218.000000 Penalty: 4028.208740
	Iteration 273Q: 3 clusters Score -2.568322e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 230890 members 
Entering Unmasked Estep 
Score: -25683264.000000 Penalty: 4028.208740
	Iteration 274Q: 3 clusters Score -2.568326e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 231178 members 
Entering Unmasked Estep 
Score: -25683268.000000 Penalty: 4028.208740
	Iteration 275Q: 3 clusters Score -2.568327e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 231421 members 
Entering Unmasked Estep 
Score: -25683340.000000 Penalty: 4028.208740
	Iteration 276Q: 3 clusters Score -2.568334e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 231669 members 
Entering Unmasked Estep 
Score: -25683358.000000 Penalty: 4028.208740
	Iteration 277Q: 3 clusters Score -2.568336e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 231921 members 
Entering Unmasked Estep 
Score: -25683408.000000 Penalty: 4028.208740
	Iteration 278Q: 3 clusters Score -2.568341e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 232151 members 
Entering Unmasked Estep 
Score: -25683412.000000 Penalty: 4028.208740
	Iteration 279Q: 3 clusters Score -2.568341e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 232377 members 
Entering Unmasked Estep 
Score: -25683480.000000 Penalty: 4028.208740
	Iteration 280F: 3 clusters Score -2.568348e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 232620 members 
Entering Unmasked Estep 
Score: -25683540.000000 Penalty: 4028.208740
	Iteration 281Q: 3 clusters Score -2.568354e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 232846 members 
Entering Unmasked Estep 
Score: -25683530.000000 Penalty: 4028.208740
	Iteration 282Q: 3 clusters Score -2.568353e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 233053 members 
Entering Unmasked Estep 
Score: -25683500.000000 Penalty: 4028.208740
	Iteration 283Q: 3 clusters Score -2.56835e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 233269 members 
Entering Unmasked Estep 
Score: -25683590.000000 Penalty: 4028.208740
	Iteration 284Q: 3 clusters Score -2.568359e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 233460 members 
Entering Unmasked Estep 
Score: -25683634.000000 Penalty: 4028.208740
	Iteration 285Q: 3 clusters Score -2.568363e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 233633 members 
Entering Unmasked Estep 
Score: -25683654.000000 Penalty: 4028.208740
	Iteration 286Q: 3 clusters Score -2.568365e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 233820 members 
Entering Unmasked Estep 
Score: -25683666.000000 Penalty: 4028.208740
	Iteration 287Q: 3 clusters Score -2.568367e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 233988 members 
Entering Unmasked Estep 
Score: -25683672.000000 Penalty: 4028.208740
	Iteration 288Q: 3 clusters Score -2.568367e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 234138 members 
Entering Unmasked Estep 
Score: -25683658.000000 Penalty: 4028.208740
	Iteration 289Q: 3 clusters Score -2.568366e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 234282 members 
Entering Unmasked Estep 
Score: -25683700.000000 Penalty: 4028.208740
	Iteration 290Q: 3 clusters Score -2.56837e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 234409 members 
Entering Unmasked Estep 
Score: -25683678.000000 Penalty: 4028.208740
	Iteration 291Q: 3 clusters Score -2.568368e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 234525 members 
Entering Unmasked Estep 
Score: -25683742.000000 Penalty: 4028.208740
	Iteration 292Q: 3 clusters Score -2.568374e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 234635 members 
Entering Unmasked Estep 
Score: -25683742.000000 Penalty: 4028.208740
	Iteration 293Q: 3 clusters Score -2.568374e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 234738 members 
Entering Unmasked Estep 
Score: -25683824.000000 Penalty: 4028.208740
	Iteration 294Q: 3 clusters Score -2.568382e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 234833 members 
Entering Unmasked Estep 
Score: -25683846.000000 Penalty: 4028.208740
	Iteration 295Q: 3 clusters Score -2.568385e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 234926 members 
Entering Unmasked Estep 
Score: -25683856.000000 Penalty: 4028.208740
	Iteration 296Q: 3 clusters Score -2.568386e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 235006 members 
Entering Unmasked Estep 
Score: -25683866.000000 Penalty: 4028.208740
	Iteration 297Q: 3 clusters Score -2.568387e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 235084 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 298Q: 3 clusters Score -2.568387e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 235163 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 299Q: 3 clusters Score -2.568388e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 235241 members 
Entering Unmasked Estep 
Score: -25683854.000000 Penalty: 4028.208740
	Iteration 300F: 3 clusters Score -2.568385e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 235314 members 
Entering Unmasked Estep 
Score: -25683860.000000 Penalty: 4028.208740
	Iteration 301Q: 3 clusters Score -2.568386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 235386 members 
Entering Unmasked Estep 
Score: -25683866.000000 Penalty: 4028.208740
	Iteration 302Q: 3 clusters Score -2.568387e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 235451 members 
Entering Unmasked Estep 
Score: -25683870.000000 Penalty: 4028.208740
	Iteration 303Q: 3 clusters Score -2.568387e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 235512 members 
Entering Unmasked Estep 
Score: -25683900.000000 Penalty: 4028.208740
	Iteration 304Q: 3 clusters Score -2.56839e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 235570 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 305Q: 3 clusters Score -2.568388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 235614 members 
Entering Unmasked Estep 
Score: -25683926.000000 Penalty: 4028.208740
	Iteration 306Q: 3 clusters Score -2.568393e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 235661 members 
Entering Unmasked Estep 
Score: -25683920.000000 Penalty: 4028.208740
	Iteration 307Q: 3 clusters Score -2.568392e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 235714 members 
Entering Unmasked Estep 
Score: -25683930.000000 Penalty: 4028.208740
	Iteration 308Q: 3 clusters Score -2.568393e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 235764 members 
Entering Unmasked Estep 
Score: -25683926.000000 Penalty: 4028.208740
	Iteration 309Q: 3 clusters Score -2.568393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 235812 members 
Entering Unmasked Estep 
Score: -25683918.000000 Penalty: 4028.208740
	Iteration 310Q: 3 clusters Score -2.568392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 235864 members 
Entering Unmasked Estep 
Score: -25683964.000000 Penalty: 4028.208740
	Iteration 311Q: 3 clusters Score -2.568396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 235915 members 
Entering Unmasked Estep 
Score: -25683974.000000 Penalty: 4028.208740
	Iteration 312Q: 3 clusters Score -2.568397e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 235969 members 
Entering Unmasked Estep 
Score: -25683980.000000 Penalty: 4028.208740
	Iteration 313Q: 3 clusters Score -2.568398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 236010 members 
Entering Unmasked Estep 
Score: -25683998.000000 Penalty: 4028.208740
	Iteration 314Q: 3 clusters Score -2.5684e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 236059 members 
Entering Unmasked Estep 
Score: -25683966.000000 Penalty: 4028.208740
	Iteration 315Q: 3 clusters Score -2.568397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 236100 members 
Entering Unmasked Estep 
Score: -25683970.000000 Penalty: 4028.208740
	Iteration 316Q: 3 clusters Score -2.568397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 236138 members 
Entering Unmasked Estep 
Score: -25683944.000000 Penalty: 4028.208740
	Iteration 317Q: 3 clusters Score -2.568394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 236180 members 
Entering Unmasked Estep 
Score: -25683942.000000 Penalty: 4028.208740
	Iteration 318Q: 3 clusters Score -2.568394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 236211 members 
Entering Unmasked Estep 
Score: -25683934.000000 Penalty: 4028.208740
	Iteration 319Q: 3 clusters Score -2.568393e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 236248 members 
Entering Unmasked Estep 
Score: -25683954.000000 Penalty: 4028.208740
	Iteration 320F: 3 clusters Score -2.568395e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 236291 members 
Entering Unmasked Estep 
Score: -25683948.000000 Penalty: 4028.208740
	Iteration 321Q: 3 clusters Score -2.568395e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 236337 members 
Entering Unmasked Estep 
Score: -25683984.000000 Penalty: 4028.208740
	Iteration 322Q: 3 clusters Score -2.568398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 236376 members 
Entering Unmasked Estep 
Score: -25683984.000000 Penalty: 4028.208740
	Iteration 323Q: 3 clusters Score -2.568398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 236394 members 
Entering Unmasked Estep 
Score: -25683972.000000 Penalty: 4028.208740
	Iteration 324Q: 3 clusters Score -2.568397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 236410 members 
Entering Unmasked Estep 
Score: -25683940.000000 Penalty: 4028.208740
	Iteration 325Q: 3 clusters Score -2.568394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 236429 members 
Entering Unmasked Estep 
Score: -25683950.000000 Penalty: 4028.208740
	Iteration 326Q: 3 clusters Score -2.568395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 236451 members 
Entering Unmasked Estep 
Score: -25683970.000000 Penalty: 4028.208740
	Iteration 327Q: 3 clusters Score -2.568397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 236473 members 
Entering Unmasked Estep 
Score: -25683982.000000 Penalty: 4028.208740
	Iteration 328Q: 3 clusters Score -2.568398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 236495 members 
Entering Unmasked Estep 
Score: -25683958.000000 Penalty: 4028.208740
	Iteration 329Q: 3 clusters Score -2.568396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 236520 members 
Entering Unmasked Estep 
Score: -25683946.000000 Penalty: 4028.208740
	Iteration 330Q: 3 clusters Score -2.568395e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 236546 members 
Entering Unmasked Estep 
Score: -25683952.000000 Penalty: 4028.208740
	Iteration 331Q: 3 clusters Score -2.568395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 236573 members 
Entering Unmasked Estep 
Score: -25683938.000000 Penalty: 4028.208740
	Iteration 332Q: 3 clusters Score -2.568394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 236599 members 
Entering Unmasked Estep 
Score: -25683926.000000 Penalty: 4028.208740
	Iteration 333Q: 3 clusters Score -2.568393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 236620 members 
Entering Unmasked Estep 
Score: -25683908.000000 Penalty: 4028.208740
	Iteration 334Q: 3 clusters Score -2.568391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 236643 members 
Entering Unmasked Estep 
Score: -25683890.000000 Penalty: 4028.208740
	Iteration 335Q: 3 clusters Score -2.568389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 236663 members 
Entering Unmasked Estep 
Score: -25683902.000000 Penalty: 4028.208740
	Iteration 336Q: 3 clusters Score -2.56839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 236677 members 
Entering Unmasked Estep 
Score: -25683872.000000 Penalty: 4028.208740
	Iteration 337Q: 3 clusters Score -2.568387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 236691 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 338Q: 3 clusters Score -2.568388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 236708 members 
Entering Unmasked Estep 
Score: -25683872.000000 Penalty: 4028.208740
	Iteration 339Q: 3 clusters Score -2.568387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 236723 members 
Entering Unmasked Estep 
Score: -25683866.000000 Penalty: 4028.208740
	Iteration 340F: 3 clusters Score -2.568387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 236733 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 341Q: 3 clusters Score -2.568387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 236748 members 
Entering Unmasked Estep 
Score: -25683862.000000 Penalty: 4028.208740
	Iteration 342Q: 3 clusters Score -2.568386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 236761 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 343Q: 3 clusters Score -2.568388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 236767 members 
Entering Unmasked Estep 
Score: -25683864.000000 Penalty: 4028.208740
	Iteration 344Q: 3 clusters Score -2.568386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 236771 members 
Entering Unmasked Estep 
Score: -25683878.000000 Penalty: 4028.208740
	Iteration 345Q: 3 clusters Score -2.568388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 236780 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 346Q: 3 clusters Score -2.568388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 236784 members 
Entering Unmasked Estep 
Score: -25683890.000000 Penalty: 4028.208740
	Iteration 347Q: 3 clusters Score -2.568389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 236787 members 
Entering Unmasked Estep 
Score: -25683904.000000 Penalty: 4028.208740
	Iteration 348Q: 3 clusters Score -2.56839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 236792 members 
Entering Unmasked Estep 
Score: -25683888.000000 Penalty: 4028.208740
	Iteration 349Q: 3 clusters Score -2.568389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 236795 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 350Q: 3 clusters Score -2.568387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 236796 members 
Entering Unmasked Estep 
Score: -25683880.000000 Penalty: 4028.208740
	Iteration 351Q: 3 clusters Score -2.568388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 236801 members 
Entering Unmasked Estep 
Score: -25683888.000000 Penalty: 4028.208740
	Iteration 352Q: 3 clusters Score -2.568389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 236809 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 353Q: 3 clusters Score -2.568388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 236817 members 
Entering Unmasked Estep 
Score: -25683880.000000 Penalty: 4028.208740
	Iteration 354Q: 3 clusters Score -2.568388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 236823 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 355Q: 3 clusters Score -2.568388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 236828 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 356Q: 3 clusters Score -2.568387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 236833 members 
Entering Unmasked Estep 
Score: -25683870.000000 Penalty: 4028.208740
	Iteration 357Q: 3 clusters Score -2.568387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 236833 members 
Entering Unmasked Estep 
Score: -25683878.000000 Penalty: 4028.208740
	Iteration 358Q: 3 clusters Score -2.568388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 236837 members 
Entering Unmasked Estep 
Score: -25683864.000000 Penalty: 4028.208740
	Iteration 359Q: 3 clusters Score -2.568386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 236844 members 
Entering Unmasked Estep 
Score: -25683866.000000 Penalty: 4028.208740
	Iteration 360F: 3 clusters Score -2.568387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 236849 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 361Q: 3 clusters Score -2.568388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 236855 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 362Q: 3 clusters Score -2.568388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 236861 members 
Entering Unmasked Estep 
Score: -25683886.000000 Penalty: 4028.208740
	Iteration 363Q: 3 clusters Score -2.568389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 236872 members 
Entering Unmasked Estep 
Score: -25683868.000000 Penalty: 4028.208740
	Iteration 364Q: 3 clusters Score -2.568387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 236879 members 
Entering Unmasked Estep 
Score: -25683886.000000 Penalty: 4028.208740
	Iteration 365Q: 3 clusters Score -2.568389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 236890 members 
Entering Unmasked Estep 
Score: -25683896.000000 Penalty: 4028.208740
	Iteration 366Q: 3 clusters Score -2.56839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 236897 members 
Entering Unmasked Estep 
Score: -25683894.000000 Penalty: 4028.208740
	Iteration 367Q: 3 clusters Score -2.568389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 236902 members 
Entering Unmasked Estep 
Score: -25683916.000000 Penalty: 4028.208740
	Iteration 368Q: 3 clusters Score -2.568392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 236915 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 369Q: 3 clusters Score -2.568388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 236927 members 
Entering Unmasked Estep 
Score: -25683870.000000 Penalty: 4028.208740
	Iteration 370Q: 3 clusters Score -2.568387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 236932 members 
Entering Unmasked Estep 
Score: -25683860.000000 Penalty: 4028.208740
	Iteration 371Q: 3 clusters Score -2.568386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 236931 members 
Entering Unmasked Estep 
Score: -25683870.000000 Penalty: 4028.208740
	Iteration 372Q: 3 clusters Score -2.568387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 236938 members 
Entering Unmasked Estep 
Score: -25683878.000000 Penalty: 4028.208740
	Iteration 373Q: 3 clusters Score -2.568388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 236941 members 
Entering Unmasked Estep 
Score: -25683882.000000 Penalty: 4028.208740
	Iteration 374Q: 3 clusters Score -2.568388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 236949 members 
Entering Unmasked Estep 
Score: -25683890.000000 Penalty: 4028.208740
	Iteration 375Q: 3 clusters Score -2.568389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 236954 members 
Entering Unmasked Estep 
Score: -25683892.000000 Penalty: 4028.208740
	Iteration 376Q: 3 clusters Score -2.568389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 236961 members 
Entering Unmasked Estep 
Score: -25683908.000000 Penalty: 4028.208740
	Iteration 377Q: 3 clusters Score -2.568391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 236969 members 
Entering Unmasked Estep 
Score: -25683904.000000 Penalty: 4028.208740
	Iteration 378Q: 3 clusters Score -2.56839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 236968 members 
Entering Unmasked Estep 
Score: -25683892.000000 Penalty: 4028.208740
	Iteration 379Q: 3 clusters Score -2.568389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 236973 members 
Entering Unmasked Estep 
Score: -25683886.000000 Penalty: 4028.208740
	Iteration 380F: 3 clusters Score -2.568389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 236977 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 381Q: 3 clusters Score -2.568388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 236980 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 382Q: 3 clusters Score -2.568388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 236981 members 
Entering Unmasked Estep 
Score: -25683872.000000 Penalty: 4028.208740
	Iteration 383Q: 3 clusters Score -2.568387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 236984 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 384Q: 3 clusters Score -2.568387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 236983 members 
Entering Unmasked Estep 
Score: -25683878.000000 Penalty: 4028.208740
	Iteration 385Q: 3 clusters Score -2.568388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 236981 members 
Entering Unmasked Estep 
Score: -25683876.000000 Penalty: 4028.208740
	Iteration 386Q: 3 clusters Score -2.568388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 236984 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 387Q: 3 clusters Score -2.568388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 236984 members 
Entering Unmasked Estep 
Score: -25683878.000000 Penalty: 4028.208740
	Iteration 388Q: 3 clusters Score -2.568388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 236987 members 
Entering Unmasked Estep 
Score: -25683888.000000 Penalty: 4028.208740
	Iteration 389Q: 3 clusters Score -2.568389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 236991 members 
Entering Unmasked Estep 
Score: -25683902.000000 Penalty: 4028.208740
	Iteration 390Q: 3 clusters Score -2.56839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 236997 members 
Entering Unmasked Estep 
Score: -25683884.000000 Penalty: 4028.208740
	Iteration 391Q: 3 clusters Score -2.568388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 236998 members 
Entering Unmasked Estep 
Score: -25683886.000000 Penalty: 4028.208740
	Iteration 392Q: 3 clusters Score -2.568389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 237001 members 
Entering Unmasked Estep 
Score: -25683886.000000 Penalty: 4028.208740
	Iteration 393Q: 3 clusters Score -2.568389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 237000 members 
Entering Unmasked Estep 
Score: -25683874.000000 Penalty: 4028.208740
	Iteration 394Q: 3 clusters Score -2.568387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 237005 members 
Entering Unmasked Estep 
Score: -25683860.000000 Penalty: 4028.208740
	Iteration 395Q: 3 clusters Score -2.568386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 237007 members 
Entering Unmasked Estep 
Score: -25683850.000000 Penalty: 4028.208740
	Iteration 396Q: 3 clusters Score -2.568385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 237010 members 
Entering Unmasked Estep 
Score: -25683844.000000 Penalty: 4028.208740
	Iteration 397Q: 3 clusters Score -2.568384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 237016 members 
Entering Unmasked Estep 
Score: -25683842.000000 Penalty: 4028.208740
	Iteration 398Q: 3 clusters Score -2.568384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 237021 members 
Entering Unmasked Estep 
Score: -25683840.000000 Penalty: 4028.208740
	Iteration 399Q: 3 clusters Score -2.568384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 237024 members 
Entering Unmasked Estep 
Score: -25683858.000000 Penalty: 4028.208740
	Iteration 400F: 3 clusters Score -2.568386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 237027 members 
Entering Unmasked Estep 
Score: -25683850.000000 Penalty: 4028.208740
	Iteration 401Q: 3 clusters Score -2.568385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 237027 members 
Entering Unmasked Estep 
Score: -25683850.000000 Penalty: 4028.208740
	Iteration 402F: 3 clusters Score -2.568385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -750042.000000 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -750042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -744576.062500 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -744576.1 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -746276.062500 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -746276.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -746550.062500 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -746550.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -746808.625000 Penalty: 2898.474365
	Iteration 3F: 3 clusters Score -746808.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -747061.562500 Penalty: 2898.474365
	Iteration 4Q: 3 clusters Score -747061.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -747349.062500 Penalty: 2898.474365
	Iteration 5F: 3 clusters Score -747349.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -747692.750000 Penalty: 2898.474365
	Iteration 6F: 3 clusters Score -747692.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -748165.312500 Penalty: 2898.474365
	Iteration 7F: 3 clusters Score -748165.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -748857.312500 Penalty: 2898.474365
	Iteration 8F: 3 clusters Score -748857.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -749613.187500 Penalty: 2898.474365
	Iteration 9F: 3 clusters Score -749613.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -750230.437500 Penalty: 2898.474365
	Iteration 10F: 3 clusters Score -750230.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -750632.062500 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -750632.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -750804.500000 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -750804.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -750837.000000 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -750837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -750849.687500 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -750849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -750854.937500 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -750854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -750857.500000 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -750857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -750860.062500 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -750860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -750859.687500 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -750859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -750860.187500 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -750860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -750860.187500 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -750860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 5 contains 151286 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 187207 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 34155 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 241467 members 
Mstep: Class 20 contains 5843 members 
Entering Unmasked Estep 
Score: -84432936.000000 Penalty: 39790.128906
Splitting cluster 20 changes total score from -84427640.000000 to -84432936.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 8 contains 31934 members 
Mstep: Class 9 contains 187207 members 
Mstep: Class 11 contains 5240 members 
Mstep: Class 12 contains 34155 members 
Mstep: Class 14 contains 1936 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 241467 members 
Mstep: Class 20 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84435792.000000 Penalty: 39790.128906
Iteration 39Q: 19 clusters Score -8.443579e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 72224 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 5 contains 151414 members 
Mstep: Class 6 contains 19361 members 
Mstep: Class 7 contains 6126 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 9 contains 188149 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 34658 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 7755 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 14906 members 
Mstep: Class 18 contains 239436 members 
Mstep: Class 20 contains 6013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440384.000000 Penalty: 39790.128906
Iteration 40F: 19 clusters Score -8.444038e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 71759 members 
Mstep: Class 4 contains 14701 members 
Mstep: Class 5 contains 157085 members 
Mstep: Class 6 contains 19359 members 
Mstep: Class 7 contains 6325 members 
Mstep: Class 8 contains 31877 members 
Mstep: Class 9 contains 187318 members 
Mstep: Class 10 contains 1762 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 34969 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 204 members 
Mstep: Class 17 contains 15085 members 
Mstep: Class 18 contains 234298 members 
Mstep: Class 20 contains 6180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443208.000000 Penalty: 39790.128906
Iteration 41Q: 19 clusters Score -8.444321e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 71368 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 162559 members 
Mstep: Class 6 contains 19263 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 31745 members 
Mstep: Class 9 contains 186612 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 35344 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 17 contains 15270 members 
Mstep: Class 18 contains 229168 members 
Mstep: Class 20 contains 6326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444288.000000 Penalty: 39790.128906
Iteration 42Q: 19 clusters Score -8.444429e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 70980 members 
Mstep: Class 4 contains 14461 members 
Mstep: Class 5 contains 167822 members 
Mstep: Class 6 contains 19166 members 
Mstep: Class 7 contains 6728 members 
Mstep: Class 8 contains 31623 members 
Mstep: Class 9 contains 185874 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 35751 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 15444 members 
Mstep: Class 18 contains 224202 members 
Mstep: Class 20 contains 6457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445376.000000 Penalty: 39790.128906
Iteration 43Q: 19 clusters Score -8.444538e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 70688 members 
Mstep: Class 4 contains 14351 members 
Mstep: Class 5 contains 172573 members 
Mstep: Class 6 contains 19065 members 
Mstep: Class 7 contains 6912 members 
Mstep: Class 8 contains 31469 members 
Mstep: Class 9 contains 185295 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 36249 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 219507 members 
Mstep: Class 20 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446160.000000 Penalty: 39790.128906
Iteration 44Q: 19 clusters Score -8.444616e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 70337 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 176918 members 
Mstep: Class 6 contains 18919 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 31316 members 
Mstep: Class 9 contains 184824 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 36765 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 15790 members 
Mstep: Class 18 contains 215230 members 
Mstep: Class 20 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446024.000000 Penalty: 39790.128906
Iteration 45Q: 19 clusters Score -8.444602e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 69946 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 180815 members 
Mstep: Class 6 contains 18781 members 
Mstep: Class 7 contains 7369 members 
Mstep: Class 8 contains 31170 members 
Mstep: Class 9 contains 184452 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 37376 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 211161 members 
Mstep: Class 20 contains 6677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446208.000000 Penalty: 39790.128906
Iteration 46Q: 19 clusters Score -8.444621e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 69555 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 184406 members 
Mstep: Class 6 contains 18579 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 31043 members 
Mstep: Class 9 contains 184033 members 
Mstep: Class 10 contains 2291 members 
Mstep: Class 11 contains 5144 members 
Mstep: Class 12 contains 38001 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 16149 members 
Mstep: Class 18 contains 207515 members 
Mstep: Class 20 contains 6716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446824.000000 Penalty: 39790.128906
Iteration 47Q: 19 clusters Score -8.444682e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 69173 members 
Mstep: Class 4 contains 14135 members 
Mstep: Class 5 contains 187989 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 7823 members 
Mstep: Class 8 contains 30935 members 
Mstep: Class 9 contains 183450 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 38590 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 16319 members 
Mstep: Class 18 contains 204130 members 
Mstep: Class 20 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447152.000000 Penalty: 39790.128906
Iteration 48Q: 19 clusters Score -8.444715e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 68756 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 191403 members 
Mstep: Class 6 contains 18072 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 182772 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 39202 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 8499 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 201002 members 
Mstep: Class 20 contains 6771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447464.000000 Penalty: 39790.128906
Iteration 49Q: 19 clusters Score -8.444746e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 68337 members 
Mstep: Class 4 contains 14079 members 
Mstep: Class 5 contains 194567 members 
Mstep: Class 6 contains 17827 members 
Mstep: Class 7 contains 8213 members 
Mstep: Class 8 contains 30753 members 
Mstep: Class 9 contains 182138 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 5166 members 
Mstep: Class 12 contains 39818 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 16747 members 
Mstep: Class 18 contains 198125 members 
Mstep: Class 20 contains 6792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447776.000000 Penalty: 39790.128906
Iteration 50Q: 19 clusters Score -8.444778e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 67831 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 197485 members 
Mstep: Class 6 contains 17590 members 
Mstep: Class 7 contains 8400 members 
Mstep: Class 8 contains 30655 members 
Mstep: Class 9 contains 181425 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 40473 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 16908 members 
Mstep: Class 18 contains 195657 members 
Mstep: Class 20 contains 6808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448680.000000 Penalty: 39790.128906
Iteration 51Q: 19 clusters Score -8.444868e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 67335 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 199985 members 
Mstep: Class 6 contains 17386 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 30551 members 
Mstep: Class 9 contains 180669 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 41269 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 17085 members 
Mstep: Class 18 contains 193503 members 
Mstep: Class 20 contains 6816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449072.000000 Penalty: 39790.128906
Iteration 52Q: 19 clusters Score -8.444907e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 66811 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 202053 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 8704 members 
Mstep: Class 8 contains 30473 members 
Mstep: Class 9 contains 179756 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 5166 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 17273 members 
Mstep: Class 18 contains 191936 members 
Mstep: Class 20 contains 6820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449296.000000 Penalty: 39790.128906
Iteration 53Q: 19 clusters Score -8.44493e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 66290 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 203717 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 30391 members 
Mstep: Class 9 contains 178882 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 12 contains 42997 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 8958 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 17452 members 
Mstep: Class 18 contains 190748 members 
Mstep: Class 20 contains 6818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449608.000000 Penalty: 39790.128906
Iteration 54Q: 19 clusters Score -8.444961e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 65739 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 205051 members 
Mstep: Class 6 contains 16755 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 30308 members 
Mstep: Class 9 contains 178118 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 5158 members 
Mstep: Class 12 contains 43918 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 17625 members 
Mstep: Class 18 contains 189787 members 
Mstep: Class 20 contains 6817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449936.000000 Penalty: 39790.128906
Iteration 55Q: 19 clusters Score -8.444994e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 65155 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 206126 members 
Mstep: Class 6 contains 16587 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 30254 members 
Mstep: Class 9 contains 177373 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 5157 members 
Mstep: Class 12 contains 44830 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 17780 members 
Mstep: Class 18 contains 189102 members 
Mstep: Class 20 contains 6804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450616.000000 Penalty: 39790.128906
Iteration 56Q: 19 clusters Score -8.445062e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 64578 members 
Mstep: Class 4 contains 13944 members 
Mstep: Class 5 contains 206982 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 9096 members 
Mstep: Class 8 contains 30204 members 
Mstep: Class 9 contains 176540 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 45765 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 9235 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 17946 members 
Mstep: Class 18 contains 188663 members 
Mstep: Class 20 contains 6790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450920.000000 Penalty: 39790.128906
Iteration 57Q: 19 clusters Score -8.445092e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 63969 members 
Mstep: Class 4 contains 13930 members 
Mstep: Class 5 contains 207459 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 9178 members 
Mstep: Class 8 contains 30133 members 
Mstep: Class 9 contains 175780 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 46736 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 9328 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 188480 members 
Mstep: Class 20 contains 6782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450904.000000 Penalty: 39790.128906
Iteration 58Q: 19 clusters Score -8.44509e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 63373 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 207752 members 
Mstep: Class 6 contains 16187 members 
Mstep: Class 7 contains 9255 members 
Mstep: Class 8 contains 30063 members 
Mstep: Class 9 contains 175088 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 47644 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 18314 members 
Mstep: Class 18 contains 188452 members 
Mstep: Class 20 contains 6768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450952.000000 Penalty: 39790.128906
Iteration 59Q: 19 clusters Score -8.445095e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 62820 members 
Mstep: Class 4 contains 13874 members 
Mstep: Class 5 contains 207835 members 
Mstep: Class 6 contains 16083 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 29970 members 
Mstep: Class 9 contains 174381 members 
Mstep: Class 10 contains 2603 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 48547 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 18481 members 
Mstep: Class 18 contains 188632 members 
Mstep: Class 20 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452856.000000 Penalty: 39790.128906
Iteration 60F: 19 clusters Score -8.445286e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 62303 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 207757 members 
Mstep: Class 6 contains 15996 members 
Mstep: Class 7 contains 9673 members 
Mstep: Class 8 contains 29870 members 
Mstep: Class 9 contains 173455 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 49479 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 18676 members 
Mstep: Class 18 contains 188842 members 
Mstep: Class 20 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454376.000000 Penalty: 39790.128906
Iteration 61Q: 19 clusters Score -8.445438e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1260 members 
Mstep: Class 3 contains 61789 members 
Mstep: Class 4 contains 13804 members 
Mstep: Class 5 contains 207441 members 
Mstep: Class 6 contains 15953 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 8 contains 29773 members 
Mstep: Class 9 contains 172688 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 50405 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 189159 members 
Mstep: Class 20 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455160.000000 Penalty: 39790.128906
Iteration 62Q: 19 clusters Score -8.445516e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 61316 members 
Mstep: Class 4 contains 13768 members 
Mstep: Class 5 contains 206893 members 
Mstep: Class 6 contains 15950 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 171973 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 51361 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 19016 members 
Mstep: Class 18 contains 189565 members 
Mstep: Class 20 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455040.000000 Penalty: 39790.128906
Iteration 63Q: 19 clusters Score -8.445504e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 60904 members 
Mstep: Class 4 contains 13717 members 
Mstep: Class 5 contains 206054 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 29583 members 
Mstep: Class 9 contains 171389 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 52322 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 9999 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 19194 members 
Mstep: Class 18 contains 190093 members 
Mstep: Class 20 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455384.000000 Penalty: 39790.128906
Iteration 64Q: 19 clusters Score -8.445538e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 60512 members 
Mstep: Class 4 contains 13658 members 
Mstep: Class 5 contains 204995 members 
Mstep: Class 6 contains 16006 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 29456 members 
Mstep: Class 9 contains 170965 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 53248 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 10118 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 19393 members 
Mstep: Class 18 contains 190642 members 
Mstep: Class 20 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84455864.000000 Penalty: 39790.128906
Iteration 65Q: 19 clusters Score -8.445586e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 60127 members 
Mstep: Class 4 contains 13603 members 
Mstep: Class 5 contains 203777 members 
Mstep: Class 6 contains 16107 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 29310 members 
Mstep: Class 9 contains 170639 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 5213 members 
Mstep: Class 12 contains 54198 members 
Mstep: Class 14 contains 1601 members 
Mstep: Class 15 contains 10233 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 19600 members 
Mstep: Class 18 contains 191164 members 
Mstep: Class 20 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456192.000000 Penalty: 39790.128906
Iteration 66Q: 19 clusters Score -8.445619e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 59771 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 202463 members 
Mstep: Class 6 contains 16214 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 29177 members 
Mstep: Class 9 contains 170413 members 
Mstep: Class 10 contains 2675 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 55130 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 10366 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 19778 members 
Mstep: Class 18 contains 191629 members 
Mstep: Class 20 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457144.000000 Penalty: 39790.128906
Iteration 67Q: 19 clusters Score -8.445714e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 59423 members 
Mstep: Class 4 contains 13501 members 
Mstep: Class 5 contains 201024 members 
Mstep: Class 6 contains 16281 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 29009 members 
Mstep: Class 9 contains 170389 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 56001 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 19974 members 
Mstep: Class 18 contains 192089 members 
Mstep: Class 20 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457320.000000 Penalty: 39790.128906
Iteration 68Q: 19 clusters Score -8.445732e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 59131 members 
Mstep: Class 4 contains 13466 members 
Mstep: Class 5 contains 199528 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 28794 members 
Mstep: Class 9 contains 170395 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 56890 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 20144 members 
Mstep: Class 18 contains 192527 members 
Mstep: Class 20 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457432.000000 Penalty: 39790.128906
Iteration 69Q: 19 clusters Score -8.445743e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 58848 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 197957 members 
Mstep: Class 6 contains 16464 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 170408 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 57815 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 10934 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 20350 members 
Mstep: Class 18 contains 192892 members 
Mstep: Class 20 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84457760.000000 Penalty: 39790.128906
Iteration 70Q: 19 clusters Score -8.445776e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 58607 members 
Mstep: Class 4 contains 13386 members 
Mstep: Class 5 contains 196478 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 28367 members 
Mstep: Class 9 contains 170455 members 
Mstep: Class 10 contains 2706 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 58697 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 11130 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 20544 members 
Mstep: Class 18 contains 193125 members 
Mstep: Class 20 contains 6428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84458640.000000 Penalty: 39790.128906
Iteration 71Q: 19 clusters Score -8.445864e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 58368 members 
Mstep: Class 4 contains 13356 members 
Mstep: Class 5 contains 195007 members 
Mstep: Class 6 contains 16780 members 
Mstep: Class 7 contains 11925 members 
Mstep: Class 8 contains 28142 members 
Mstep: Class 9 contains 170541 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 59559 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 11354 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 20734 members 
Mstep: Class 18 contains 193352 members 
Mstep: Class 20 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459048.000000 Penalty: 39790.128906
Iteration 72Q: 19 clusters Score -8.445905e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 58182 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 193527 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 12089 members 
Mstep: Class 8 contains 27920 members 
Mstep: Class 9 contains 170610 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 60435 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 11569 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 20917 members 
Mstep: Class 18 contains 193484 members 
Mstep: Class 20 contains 6345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459168.000000 Penalty: 39790.128906
Iteration 73Q: 19 clusters Score -8.445917e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 57970 members 
Mstep: Class 4 contains 13303 members 
Mstep: Class 5 contains 191994 members 
Mstep: Class 6 contains 17170 members 
Mstep: Class 7 contains 12227 members 
Mstep: Class 8 contains 27695 members 
Mstep: Class 9 contains 170763 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 61269 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 21080 members 
Mstep: Class 18 contains 193690 members 
Mstep: Class 20 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459776.000000 Penalty: 39790.128906
Iteration 74Q: 19 clusters Score -8.445978e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 57754 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 190557 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 12357 members 
Mstep: Class 8 contains 27474 members 
Mstep: Class 9 contains 170913 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 62118 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 21247 members 
Mstep: Class 18 contains 193774 members 
Mstep: Class 20 contains 6272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460408.000000 Penalty: 39790.128906
Iteration 75Q: 19 clusters Score -8.446041e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 57567 members 
Mstep: Class 4 contains 13257 members 
Mstep: Class 5 contains 189064 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 12487 members 
Mstep: Class 8 contains 27266 members 
Mstep: Class 9 contains 171151 members 
Mstep: Class 10 contains 2749 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 62918 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 21407 members 
Mstep: Class 18 contains 193842 members 
Mstep: Class 20 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460808.000000 Penalty: 39790.128906
Iteration 76Q: 19 clusters Score -8.446081e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 57412 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 187626 members 
Mstep: Class 6 contains 17765 members 
Mstep: Class 7 contains 12627 members 
Mstep: Class 8 contains 27071 members 
Mstep: Class 9 contains 171346 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 63671 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 21541 members 
Mstep: Class 18 contains 193877 members 
Mstep: Class 20 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460896.000000 Penalty: 39790.128906
Iteration 77Q: 19 clusters Score -8.44609e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 57251 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 186189 members 
Mstep: Class 6 contains 17961 members 
Mstep: Class 7 contains 12746 members 
Mstep: Class 8 contains 26921 members 
Mstep: Class 9 contains 171512 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 64454 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 193979 members 
Mstep: Class 20 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461592.000000 Penalty: 39790.128906
Iteration 78Q: 19 clusters Score -8.446159e+07 nChanged 4676
Entering ConstructFrom: 
Score: -84461592.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Entering Unmasked Estep 
Score: -1226219.625000 Penalty: 1523.038452
	Iteration 0F: 2 clusters Score -1226220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1217926.125000 Penalty: 3046.076904
	Iteration 0F: 3 clusters Score -1217926 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1220784.625000 Penalty: 3046.076904
	Iteration 1F: 3 clusters Score -1220785 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1221152.125000 Penalty: 3046.076904
	Iteration 2F: 3 clusters Score -1221152 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1221526.250000 Penalty: 3046.076904
	Iteration 3F: 3 clusters Score -1221526 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1221883.750000 Penalty: 3046.076904
	Iteration 4F: 3 clusters Score -1221884 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1222234.875000 Penalty: 3046.076904
	Iteration 5F: 3 clusters Score -1222235 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1222537.125000 Penalty: 3046.076904
	Iteration 6Q: 3 clusters Score -1222537 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1222825.625000 Penalty: 3046.076904
	Iteration 7Q: 3 clusters Score -1222826 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1223102.125000 Penalty: 3046.076904
	Iteration 8Q: 3 clusters Score -1223102 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1223361.250000 Penalty: 3046.076904
	Iteration 9Q: 3 clusters Score -1223361 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1223635.500000 Penalty: 3046.076904
	Iteration 10Q: 3 clusters Score -1223636 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1223871.375000 Penalty: 3046.076904
	Iteration 11Q: 3 clusters Score -1223871 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1224095.875000 Penalty: 3046.076904
	Iteration 12Q: 3 clusters Score -1224096 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1224346.875000 Penalty: 3046.076904
	Iteration 13Q: 3 clusters Score -1224347 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1224591.500000 Penalty: 3046.076904
	Iteration 14Q: 3 clusters Score -1224592 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1224819.375000 Penalty: 3046.076904
	Iteration 15Q: 3 clusters Score -1224819 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1224993.500000 Penalty: 3046.076904
	Iteration 16Q: 3 clusters Score -1224994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1225144.625000 Penalty: 3046.076904
	Iteration 17Q: 3 clusters Score -1225145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1225235.250000 Penalty: 3046.076904
	Iteration 18Q: 3 clusters Score -1225235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1225293.875000 Penalty: 3046.076904
	Iteration 19Q: 3 clusters Score -1225294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1225331.625000 Penalty: 3046.076904
	Iteration 20F: 3 clusters Score -1225332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1225357.750000 Penalty: 3046.076904
	Iteration 21Q: 3 clusters Score -1225358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1225378.250000 Penalty: 3046.076904
	Iteration 22Q: 3 clusters Score -1225378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1225394.000000 Penalty: 3046.076904
	Iteration 23Q: 3 clusters Score -1225394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1225402.125000 Penalty: 3046.076904
	Iteration 24Q: 3 clusters Score -1225402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1225404.375000 Penalty: 3046.076904
	Iteration 25Q: 3 clusters Score -1225404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1225408.625000 Penalty: 3046.076904
	Iteration 26Q: 3 clusters Score -1225409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1225412.000000 Penalty: 3046.076904
	Iteration 27Q: 3 clusters Score -1225412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1225412.750000 Penalty: 3046.076904
	Iteration 28Q: 3 clusters Score -1225413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1225414.000000 Penalty: 3046.076904
	Iteration 29Q: 3 clusters Score -1225414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1225415.000000 Penalty: 3046.076904
	Iteration 30Q: 3 clusters Score -1225415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1225416.500000 Penalty: 3046.076904
	Iteration 31Q: 3 clusters Score -1225416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1225417.625000 Penalty: 3046.076904
	Iteration 32Q: 3 clusters Score -1225418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1225418.000000 Penalty: 3046.076904
	Iteration 33Q: 3 clusters Score -1225418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1225418.000000 Penalty: 3046.076904
	Iteration 34F: 3 clusters Score -1225418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -138059.984375 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -138060 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 637 members 
Entering Unmasked Estep 
Score: -136411.140625 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -136411.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -136690.093750 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -136690.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136764.140625 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -136764.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136805.281250 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -136805.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136836.843750 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -136836.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136864.468750 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -136864.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136891.343750 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -136891.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136910.953125 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -136911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136924.421875 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -136924.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136937.546875 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -136937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136947.796875 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -136947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136952.921875 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -136952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136962.609375 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -136962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136972.406250 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -136972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136979.500000 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -136979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136984.171875 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -136984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136991.468750 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -136991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136994.796875 Penalty: 2333.275146
	Iteration 17Q: 3 clusters Score -136994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -137002.546875 Penalty: 2333.275146
	Iteration 18Q: 3 clusters Score -137002.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137009.750000 Penalty: 2333.275146
	Iteration 19Q: 3 clusters Score -137009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137020.093750 Penalty: 2333.275146
	Iteration 20F: 3 clusters Score -137020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -137025.515625 Penalty: 2333.275146
	Iteration 21Q: 3 clusters Score -137025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -137028.453125 Penalty: 2333.275146
	Iteration 22Q: 3 clusters Score -137028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -137034.328125 Penalty: 2333.275146
	Iteration 23Q: 3 clusters Score -137034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137046.031250 Penalty: 2333.275146
	Iteration 24Q: 3 clusters Score -137046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137055.390625 Penalty: 2333.275146
	Iteration 25Q: 3 clusters Score -137055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137059.937500 Penalty: 2333.275146
	Iteration 26Q: 3 clusters Score -137059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137061.437500 Penalty: 2333.275146
	Iteration 27Q: 3 clusters Score -137061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137063.093750 Penalty: 2333.275146
	Iteration 28Q: 3 clusters Score -137063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137066.828125 Penalty: 2333.275146
	Iteration 29Q: 3 clusters Score -137066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -137070.328125 Penalty: 2333.275146
	Iteration 30Q: 3 clusters Score -137070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -137073.890625 Penalty: 2333.275146
	Iteration 31Q: 3 clusters Score -137073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137078.609375 Penalty: 2333.275146
	Iteration 32Q: 3 clusters Score -137078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137081.359375 Penalty: 2333.275146
	Iteration 33Q: 3 clusters Score -137081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -137082.046875 Penalty: 2333.275146
	Iteration 34Q: 3 clusters Score -137082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137083.312500 Penalty: 2333.275146
	Iteration 35Q: 3 clusters Score -137083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -137084.765625 Penalty: 2333.275146
	Iteration 36Q: 3 clusters Score -137084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -137087.046875 Penalty: 2333.275146
	Iteration 37Q: 3 clusters Score -137087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -137090.921875 Penalty: 2333.275146
	Iteration 38Q: 3 clusters Score -137090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -137093.390625 Penalty: 2333.275146
	Iteration 39Q: 3 clusters Score -137093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137094.656250 Penalty: 2333.275146
	Iteration 40F: 3 clusters Score -137094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Entering Unmasked Estep 
Score: -5961197.500000 Penalty: 1779.731079
	Iteration 0F: 2 clusters Score -5961198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5923095.000000 Penalty: 3559.462158
	Iteration 0F: 3 clusters Score -5923095 nChanged 26788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5938097.000000 Penalty: 3559.462158
	Iteration 1F: 3 clusters Score -5938097 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -5938430.000000 Penalty: 3559.462158
	Iteration 2Q: 3 clusters Score -5938430 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5938719.000000 Penalty: 3559.462158
	Iteration 3Q: 3 clusters Score -5938719 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5939012.500000 Penalty: 3559.462158
	Iteration 4Q: 3 clusters Score -5939012 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -5939331.000000 Penalty: 3559.462158
	Iteration 5Q: 3 clusters Score -5939331 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5939657.000000 Penalty: 3559.462158
	Iteration 6Q: 3 clusters Score -5939657 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5940024.500000 Penalty: 3559.462158
	Iteration 7Q: 3 clusters Score -5940024 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -5940667.500000 Penalty: 3559.462158
	Iteration 8Q: 3 clusters Score -5940668 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5941623.000000 Penalty: 3559.462158
	Iteration 9Q: 3 clusters Score -5941623 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5943068.500000 Penalty: 3559.462158
	Iteration 10Q: 3 clusters Score -5943068 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5945449.500000 Penalty: 3559.462158
	Iteration 11F: 3 clusters Score -5945450 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5948792.000000 Penalty: 3559.462158
	Iteration 12F: 3 clusters Score -5948792 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -5952506.000000 Penalty: 3559.462158
	Iteration 13F: 3 clusters Score -5952506 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -5955685.000000 Penalty: 3559.462158
	Iteration 14F: 3 clusters Score -5955685 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -5957657.000000 Penalty: 3559.462158
	Iteration 15Q: 3 clusters Score -5957657 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -5958665.000000 Penalty: 3559.462158
	Iteration 16Q: 3 clusters Score -5958665 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -5959097.000000 Penalty: 3559.462158
	Iteration 17Q: 3 clusters Score -5959097 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -5959328.000000 Penalty: 3559.462158
	Iteration 18Q: 3 clusters Score -5959328 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -5959437.000000 Penalty: 3559.462158
	Iteration 19Q: 3 clusters Score -5959437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -5959510.000000 Penalty: 3559.462158
	Iteration 20F: 3 clusters Score -5959510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -5959551.500000 Penalty: 3559.462158
	Iteration 21Q: 3 clusters Score -5959552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -5959559.000000 Penalty: 3559.462158
	Iteration 22Q: 3 clusters Score -5959559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -5959574.500000 Penalty: 3559.462158
	Iteration 23Q: 3 clusters Score -5959574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -5959584.000000 Penalty: 3559.462158
	Iteration 24Q: 3 clusters Score -5959584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -5959587.500000 Penalty: 3559.462158
	Iteration 25Q: 3 clusters Score -5959588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -5959593.000000 Penalty: 3559.462158
	Iteration 26Q: 3 clusters Score -5959593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -5959609.500000 Penalty: 3559.462158
	Iteration 27Q: 3 clusters Score -5959610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -5959614.500000 Penalty: 3559.462158
	Iteration 28Q: 3 clusters Score -5959614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -5959625.500000 Penalty: 3559.462158
	Iteration 29Q: 3 clusters Score -5959626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -5959630.000000 Penalty: 3559.462158
	Iteration 30Q: 3 clusters Score -5959630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -5959629.500000 Penalty: 3559.462158
	Iteration 31Q: 3 clusters Score -5959630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -5959629.500000 Penalty: 3559.462158
	Iteration 32F: 3 clusters Score -5959630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -1384395.500000 Penalty: 1541.487427
	Iteration 0F: 2 clusters Score -1384396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1375285.500000 Penalty: 3082.974854
	Iteration 0F: 3 clusters Score -1375286 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1378560.000000 Penalty: 3082.974854
	Iteration 1F: 3 clusters Score -1378560 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1378999.000000 Penalty: 3082.974854
	Iteration 2F: 3 clusters Score -1378999 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1379478.750000 Penalty: 3082.974854
	Iteration 3F: 3 clusters Score -1379479 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1379979.500000 Penalty: 3082.974854
	Iteration 4F: 3 clusters Score -1379980 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1380508.250000 Penalty: 3082.974854
	Iteration 5F: 3 clusters Score -1380508 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1381003.500000 Penalty: 3082.974854
	Iteration 6F: 3 clusters Score -1381004 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1381458.375000 Penalty: 3082.974854
	Iteration 7Q: 3 clusters Score -1381458 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1381853.250000 Penalty: 3082.974854
	Iteration 8Q: 3 clusters Score -1381853 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1382140.750000 Penalty: 3082.974854
	Iteration 9Q: 3 clusters Score -1382141 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1382324.000000 Penalty: 3082.974854
	Iteration 10Q: 3 clusters Score -1382324 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1382443.250000 Penalty: 3082.974854
	Iteration 11Q: 3 clusters Score -1382443 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1382539.500000 Penalty: 3082.974854
	Iteration 12Q: 3 clusters Score -1382540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1382615.000000 Penalty: 3082.974854
	Iteration 13Q: 3 clusters Score -1382615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1382670.625000 Penalty: 3082.974854
	Iteration 14Q: 3 clusters Score -1382671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1382737.125000 Penalty: 3082.974854
	Iteration 15Q: 3 clusters Score -1382737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1382788.375000 Penalty: 3082.974854
	Iteration 16Q: 3 clusters Score -1382788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1382827.750000 Penalty: 3082.974854
	Iteration 17Q: 3 clusters Score -1382828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1382866.125000 Penalty: 3082.974854
	Iteration 18Q: 3 clusters Score -1382866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1382906.500000 Penalty: 3082.974854
	Iteration 19Q: 3 clusters Score -1382906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1382938.875000 Penalty: 3082.974854
	Iteration 20F: 3 clusters Score -1382939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1382962.000000 Penalty: 3082.974854
	Iteration 21Q: 3 clusters Score -1382962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1382987.000000 Penalty: 3082.974854
	Iteration 22Q: 3 clusters Score -1382987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1383011.125000 Penalty: 3082.974854
	Iteration 23Q: 3 clusters Score -1383011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1383039.125000 Penalty: 3082.974854
	Iteration 24Q: 3 clusters Score -1383039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1383056.500000 Penalty: 3082.974854
	Iteration 25Q: 3 clusters Score -1383056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1383073.750000 Penalty: 3082.974854
	Iteration 26Q: 3 clusters Score -1383074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1383090.875000 Penalty: 3082.974854
	Iteration 27Q: 3 clusters Score -1383091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1383107.000000 Penalty: 3082.974854
	Iteration 28Q: 3 clusters Score -1383107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1383126.875000 Penalty: 3082.974854
	Iteration 29Q: 3 clusters Score -1383127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1383144.500000 Penalty: 3082.974854
	Iteration 30Q: 3 clusters Score -1383144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1383160.625000 Penalty: 3082.974854
	Iteration 31Q: 3 clusters Score -1383161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1383173.125000 Penalty: 3082.974854
	Iteration 32Q: 3 clusters Score -1383173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1383179.000000 Penalty: 3082.974854
	Iteration 33Q: 3 clusters Score -1383179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1383186.500000 Penalty: 3082.974854
	Iteration 34Q: 3 clusters Score -1383186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1383191.875000 Penalty: 3082.974854
	Iteration 35Q: 3 clusters Score -1383192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1383196.625000 Penalty: 3082.974854
	Iteration 36Q: 3 clusters Score -1383197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1383199.000000 Penalty: 3082.974854
	Iteration 37Q: 3 clusters Score -1383199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1383203.000000 Penalty: 3082.974854
	Iteration 38Q: 3 clusters Score -1383203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1383208.625000 Penalty: 3082.974854
	Iteration 39Q: 3 clusters Score -1383209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1383210.750000 Penalty: 3082.974854
	Iteration 40F: 3 clusters Score -1383211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1383214.500000 Penalty: 3082.974854
	Iteration 41Q: 3 clusters Score -1383214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1383217.250000 Penalty: 3082.974854
	Iteration 42Q: 3 clusters Score -1383217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1383217.625000 Penalty: 3082.974854
	Iteration 43Q: 3 clusters Score -1383218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1383221.000000 Penalty: 3082.974854
	Iteration 44Q: 3 clusters Score -1383221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1383223.000000 Penalty: 3082.974854
	Iteration 45Q: 3 clusters Score -1383223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1383223.000000 Penalty: 3082.974854
	Iteration 46F: 3 clusters Score -1383223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Entering Unmasked Estep 
Score: -19688740.000000 Penalty: 1970.675781
	Iteration 0F: 2 clusters Score -1.968874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -19570752.000000 Penalty: 3941.351562
	Iteration 0F: 3 clusters Score -1.957075e+07 nChanged 89429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -19624540.000000 Penalty: 3941.351562
	Iteration 1F: 3 clusters Score -1.962454e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -19626488.000000 Penalty: 3941.351562
	Iteration 2Q: 3 clusters Score -1.962649e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -19629412.000000 Penalty: 3941.351562
	Iteration 3Q: 3 clusters Score -1.962941e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 118116 members 
Entering Unmasked Estep 
Score: -19634796.000000 Penalty: 3941.351562
	Iteration 4F: 3 clusters Score -1.96348e+07 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -19643998.000000 Penalty: 3941.351562
	Iteration 5F: 3 clusters Score -1.9644e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 145287 members 
Entering Unmasked Estep 
Score: -19656480.000000 Penalty: 3941.351562
	Iteration 6F: 3 clusters Score -1.965648e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -19667580.000000 Penalty: 3941.351562
	Iteration 7F: 3 clusters Score -1.966758e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -19676192.000000 Penalty: 3941.351562
	Iteration 8F: 3 clusters Score -1.967619e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -19681200.000000 Penalty: 3941.351562
	Iteration 9Q: 3 clusters Score -1.96812e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 180509 members 
Entering Unmasked Estep 
Score: -19684228.000000 Penalty: 3941.351562
	Iteration 10Q: 3 clusters Score -1.968423e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -19685512.000000 Penalty: 3941.351562
	Iteration 11Q: 3 clusters Score -1.968551e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -19686194.000000 Penalty: 3941.351562
	Iteration 12Q: 3 clusters Score -1.968619e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -19686520.000000 Penalty: 3941.351562
	Iteration 13Q: 3 clusters Score -1.968652e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 184136 members 
Entering Unmasked Estep 
Score: -19686744.000000 Penalty: 3941.351562
	Iteration 14Q: 3 clusters Score -1.968674e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 184281 members 
Entering Unmasked Estep 
Score: -19686838.000000 Penalty: 3941.351562
	Iteration 15Q: 3 clusters Score -1.968684e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -19686908.000000 Penalty: 3941.351562
	Iteration 16Q: 3 clusters Score -1.968691e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -19686972.000000 Penalty: 3941.351562
	Iteration 17Q: 3 clusters Score -1.968697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 184441 members 
Entering Unmasked Estep 
Score: -19687018.000000 Penalty: 3941.351562
	Iteration 18Q: 3 clusters Score -1.968702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 184465 members 
Entering Unmasked Estep 
Score: -19687050.000000 Penalty: 3941.351562
	Iteration 19Q: 3 clusters Score -1.968705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 184486 members 
Entering Unmasked Estep 
Score: -19687054.000000 Penalty: 3941.351562
	Iteration 20F: 3 clusters Score -1.968705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -19687054.000000 Penalty: 3941.351562
	Iteration 21Q: 3 clusters Score -1.968705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 184507 members 
Entering Unmasked Estep 
Score: -19687050.000000 Penalty: 3941.351562
	Iteration 22Q: 3 clusters Score -1.968705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 184510 members 
Entering Unmasked Estep 
Score: -19687060.000000 Penalty: 3941.351562
	Iteration 23Q: 3 clusters Score -1.968706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184516 members 
Entering Unmasked Estep 
Score: -19687066.000000 Penalty: 3941.351562
	Iteration 24Q: 3 clusters Score -1.968707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 184518 members 
Entering Unmasked Estep 
Score: -19687070.000000 Penalty: 3941.351562
	Iteration 25Q: 3 clusters Score -1.968707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 184520 members 
Entering Unmasked Estep 
Score: -19687078.000000 Penalty: 3941.351562
	Iteration 26Q: 3 clusters Score -1.968708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184522 members 
Entering Unmasked Estep 
Score: -19687086.000000 Penalty: 3941.351562
	Iteration 27Q: 3 clusters Score -1.968709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
Score: -19687084.000000 Penalty: 3941.351562
	Iteration 28Q: 3 clusters Score -1.968708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -19687080.000000 Penalty: 3941.351562
	Iteration 29Q: 3 clusters Score -1.968708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -19687090.000000 Penalty: 3941.351562
	Iteration 30Q: 3 clusters Score -1.968709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -19687084.000000 Penalty: 3941.351562
	Iteration 31Q: 3 clusters Score -1.968708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -19687084.000000 Penalty: 3941.351562
	Iteration 32F: 3 clusters Score -1.968708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Entering Unmasked Estep 
Score: -1977269.000000 Penalty: 1593.571045
	Iteration 0F: 2 clusters Score -1977269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1964828.125000 Penalty: 3187.142090
	Iteration 0F: 3 clusters Score -1964828 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1969056.250000 Penalty: 3187.142090
	Iteration 1F: 3 clusters Score -1969056 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1969379.125000 Penalty: 3187.142090
	Iteration 2F: 3 clusters Score -1969379 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1969671.625000 Penalty: 3187.142090
	Iteration 3Q: 3 clusters Score -1969672 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1969953.625000 Penalty: 3187.142090
	Iteration 4Q: 3 clusters Score -1969954 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1970303.125000 Penalty: 3187.142090
	Iteration 5Q: 3 clusters Score -1970303 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1970745.375000 Penalty: 3187.142090
	Iteration 6Q: 3 clusters Score -1970745 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1971372.625000 Penalty: 3187.142090
	Iteration 7F: 3 clusters Score -1971373 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1972198.875000 Penalty: 3187.142090
	Iteration 8F: 3 clusters Score -1972199 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1973102.625000 Penalty: 3187.142090
	Iteration 9F: 3 clusters Score -1973103 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1973897.000000 Penalty: 3187.142090
	Iteration 10F: 3 clusters Score -1973897 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1974510.250000 Penalty: 3187.142090
	Iteration 11Q: 3 clusters Score -1974510 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1974938.125000 Penalty: 3187.142090
	Iteration 12Q: 3 clusters Score -1974938 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1975237.250000 Penalty: 3187.142090
	Iteration 13Q: 3 clusters Score -1975237 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1975450.250000 Penalty: 3187.142090
	Iteration 14Q: 3 clusters Score -1975450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1975558.875000 Penalty: 3187.142090
	Iteration 15Q: 3 clusters Score -1975559 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1975648.750000 Penalty: 3187.142090
	Iteration 16Q: 3 clusters Score -1975649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1975728.375000 Penalty: 3187.142090
	Iteration 17Q: 3 clusters Score -1975728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1975775.250000 Penalty: 3187.142090
	Iteration 18Q: 3 clusters Score -1975775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1975816.000000 Penalty: 3187.142090
	Iteration 19Q: 3 clusters Score -1975816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1975832.875000 Penalty: 3187.142090
	Iteration 20F: 3 clusters Score -1975833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1975852.000000 Penalty: 3187.142090
	Iteration 21Q: 3 clusters Score -1975852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1975861.000000 Penalty: 3187.142090
	Iteration 22Q: 3 clusters Score -1975861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1975873.000000 Penalty: 3187.142090
	Iteration 23Q: 3 clusters Score -1975873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1975880.250000 Penalty: 3187.142090
	Iteration 24Q: 3 clusters Score -1975880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1975888.375000 Penalty: 3187.142090
	Iteration 25Q: 3 clusters Score -1975888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1975890.625000 Penalty: 3187.142090
	Iteration 26Q: 3 clusters Score -1975891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1975892.500000 Penalty: 3187.142090
	Iteration 27Q: 3 clusters Score -1975892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1975895.250000 Penalty: 3187.142090
	Iteration 28Q: 3 clusters Score -1975895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1975894.500000 Penalty: 3187.142090
	Iteration 29Q: 3 clusters Score -1975894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1975894.500000 Penalty: 3187.142090
	Iteration 30F: 3 clusters Score -1975894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Entering Unmasked Estep 
Score: -1407672.125000 Penalty: 1537.554932
	Iteration 0F: 2 clusters Score -1407672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1398581.750000 Penalty: 3075.109863
	Iteration 0F: 3 clusters Score -1398582 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1401674.875000 Penalty: 3075.109863
	Iteration 1F: 3 clusters Score -1401675 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1401886.125000 Penalty: 3075.109863
	Iteration 2Q: 3 clusters Score -1401886 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1402047.125000 Penalty: 3075.109863
	Iteration 3Q: 3 clusters Score -1402047 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1402184.375000 Penalty: 3075.109863
	Iteration 4Q: 3 clusters Score -1402184 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1402314.000000 Penalty: 3075.109863
	Iteration 5Q: 3 clusters Score -1402314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1402437.125000 Penalty: 3075.109863
	Iteration 6Q: 3 clusters Score -1402437 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1402567.000000 Penalty: 3075.109863
	Iteration 7Q: 3 clusters Score -1402567 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1402740.375000 Penalty: 3075.109863
	Iteration 8Q: 3 clusters Score -1402740 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1402995.250000 Penalty: 3075.109863
	Iteration 9Q: 3 clusters Score -1402995 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1403319.875000 Penalty: 3075.109863
	Iteration 10Q: 3 clusters Score -1403320 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1403762.625000 Penalty: 3075.109863
	Iteration 11Q: 3 clusters Score -1403763 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1404273.125000 Penalty: 3075.109863
	Iteration 12F: 3 clusters Score -1404273 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1404721.125000 Penalty: 3075.109863
	Iteration 13Q: 3 clusters Score -1404721 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1405072.125000 Penalty: 3075.109863
	Iteration 14Q: 3 clusters Score -1405072 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1405320.000000 Penalty: 3075.109863
	Iteration 15Q: 3 clusters Score -1405320 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1405484.375000 Penalty: 3075.109863
	Iteration 16Q: 3 clusters Score -1405484 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1405599.625000 Penalty: 3075.109863
	Iteration 17Q: 3 clusters Score -1405600 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1405697.750000 Penalty: 3075.109863
	Iteration 18Q: 3 clusters Score -1405698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1405785.625000 Penalty: 3075.109863
	Iteration 19Q: 3 clusters Score -1405786 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1405854.125000 Penalty: 3075.109863
	Iteration 20F: 3 clusters Score -1405854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1405917.750000 Penalty: 3075.109863
	Iteration 21Q: 3 clusters Score -1405918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1405979.000000 Penalty: 3075.109863
	Iteration 22Q: 3 clusters Score -1405979 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1406018.125000 Penalty: 3075.109863
	Iteration 23Q: 3 clusters Score -1406018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1406058.625000 Penalty: 3075.109863
	Iteration 24Q: 3 clusters Score -1406059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1406094.125000 Penalty: 3075.109863
	Iteration 25Q: 3 clusters Score -1406094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1406120.000000 Penalty: 3075.109863
	Iteration 26Q: 3 clusters Score -1406120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1406140.750000 Penalty: 3075.109863
	Iteration 27Q: 3 clusters Score -1406141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1406157.500000 Penalty: 3075.109863
	Iteration 28Q: 3 clusters Score -1406158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1406177.375000 Penalty: 3075.109863
	Iteration 29Q: 3 clusters Score -1406177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1406191.875000 Penalty: 3075.109863
	Iteration 30Q: 3 clusters Score -1406192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1406208.875000 Penalty: 3075.109863
	Iteration 31Q: 3 clusters Score -1406209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1406218.375000 Penalty: 3075.109863
	Iteration 32Q: 3 clusters Score -1406218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1406228.250000 Penalty: 3075.109863
	Iteration 33Q: 3 clusters Score -1406228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1406237.750000 Penalty: 3075.109863
	Iteration 34Q: 3 clusters Score -1406238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1406245.500000 Penalty: 3075.109863
	Iteration 35Q: 3 clusters Score -1406246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1406249.875000 Penalty: 3075.109863
	Iteration 36Q: 3 clusters Score -1406250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1406258.500000 Penalty: 3075.109863
	Iteration 37Q: 3 clusters Score -1406258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1406266.500000 Penalty: 3075.109863
	Iteration 38Q: 3 clusters Score -1406266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1406269.500000 Penalty: 3075.109863
	Iteration 39Q: 3 clusters Score -1406270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1406273.250000 Penalty: 3075.109863
	Iteration 40F: 3 clusters Score -1406273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1406279.125000 Penalty: 3075.109863
	Iteration 41Q: 3 clusters Score -1406279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1406282.250000 Penalty: 3075.109863
	Iteration 42Q: 3 clusters Score -1406282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1406287.750000 Penalty: 3075.109863
	Iteration 43Q: 3 clusters Score -1406288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1406287.375000 Penalty: 3075.109863
	Iteration 44Q: 3 clusters Score -1406287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1406288.625000 Penalty: 3075.109863
	Iteration 45Q: 3 clusters Score -1406289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1406293.000000 Penalty: 3075.109863
	Iteration 46Q: 3 clusters Score -1406293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1406292.250000 Penalty: 3075.109863
	Iteration 47Q: 3 clusters Score -1406292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1406292.250000 Penalty: 3075.109863
	Iteration 48Q: 3 clusters Score -1406292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1406290.000000 Penalty: 3075.109863
	Iteration 49Q: 3 clusters Score -1406290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1406290.000000 Penalty: 3075.109863
	Iteration 50F: 3 clusters Score -1406290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Entering Unmasked Estep 
Score: -2796894.250000 Penalty: 1656.766357
	Iteration 0F: 2 clusters Score -2796894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2778746.000000 Penalty: 3313.532715
	Iteration 0F: 3 clusters Score -2778746 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2785840.250000 Penalty: 3313.532715
	Iteration 1F: 3 clusters Score -2785840 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2786539.000000 Penalty: 3313.532715
	Iteration 2F: 3 clusters Score -2786539 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2787425.500000 Penalty: 3313.532715
	Iteration 3F: 3 clusters Score -2787426 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2788501.750000 Penalty: 3313.532715
	Iteration 4F: 3 clusters Score -2788502 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2789768.500000 Penalty: 3313.532715
	Iteration 5F: 3 clusters Score -2789768 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2791062.250000 Penalty: 3313.532715
	Iteration 6F: 3 clusters Score -2791062 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2792234.000000 Penalty: 3313.532715
	Iteration 7F: 3 clusters Score -2792234 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2793138.250000 Penalty: 3313.532715
	Iteration 8Q: 3 clusters Score -2793138 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2793739.750000 Penalty: 3313.532715
	Iteration 9Q: 3 clusters Score -2793740 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2794180.000000 Penalty: 3313.532715
	Iteration 10Q: 3 clusters Score -2794180 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2794532.750000 Penalty: 3313.532715
	Iteration 11Q: 3 clusters Score -2794533 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2794793.000000 Penalty: 3313.532715
	Iteration 12Q: 3 clusters Score -2794793 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2795027.750000 Penalty: 3313.532715
	Iteration 13Q: 3 clusters Score -2795028 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2795204.750000 Penalty: 3313.532715
	Iteration 14Q: 3 clusters Score -2795205 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2795360.500000 Penalty: 3313.532715
	Iteration 15Q: 3 clusters Score -2795360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2795468.250000 Penalty: 3313.532715
	Iteration 16Q: 3 clusters Score -2795468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2795545.000000 Penalty: 3313.532715
	Iteration 17Q: 3 clusters Score -2795545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2795590.500000 Penalty: 3313.532715
	Iteration 18Q: 3 clusters Score -2795590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2795613.000000 Penalty: 3313.532715
	Iteration 19Q: 3 clusters Score -2795613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2795623.750000 Penalty: 3313.532715
	Iteration 20F: 3 clusters Score -2795624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2795632.750000 Penalty: 3313.532715
	Iteration 21Q: 3 clusters Score -2795633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2795629.000000 Penalty: 3313.532715
	Iteration 22Q: 3 clusters Score -2795629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2795637.750000 Penalty: 3313.532715
	Iteration 23Q: 3 clusters Score -2795638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2795639.500000 Penalty: 3313.532715
	Iteration 24Q: 3 clusters Score -2795640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2795645.750000 Penalty: 3313.532715
	Iteration 25Q: 3 clusters Score -2795646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2795648.250000 Penalty: 3313.532715
	Iteration 26Q: 3 clusters Score -2795648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2795657.250000 Penalty: 3313.532715
	Iteration 27Q: 3 clusters Score -2795657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2795660.500000 Penalty: 3313.532715
	Iteration 28Q: 3 clusters Score -2795660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2795664.500000 Penalty: 3313.532715
	Iteration 29Q: 3 clusters Score -2795664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2795666.750000 Penalty: 3313.532715
	Iteration 30Q: 3 clusters Score -2795667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2795670.500000 Penalty: 3313.532715
	Iteration 31Q: 3 clusters Score -2795670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2795673.750000 Penalty: 3313.532715
	Iteration 32Q: 3 clusters Score -2795674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2795673.250000 Penalty: 3313.532715
	Iteration 33Q: 3 clusters Score -2795673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2795675.250000 Penalty: 3313.532715
	Iteration 34Q: 3 clusters Score -2795675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2795673.750000 Penalty: 3313.532715
	Iteration 35Q: 3 clusters Score -2795674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2795677.000000 Penalty: 3313.532715
	Iteration 36Q: 3 clusters Score -2795677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2795676.750000 Penalty: 3313.532715
	Iteration 37Q: 3 clusters Score -2795677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2795678.250000 Penalty: 3313.532715
	Iteration 38Q: 3 clusters Score -2795678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2795678.250000 Penalty: 3313.532715
	Iteration 39Q: 3 clusters Score -2795678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2795676.000000 Penalty: 3313.532715
	Iteration 40F: 3 clusters Score -2795676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2795675.000000 Penalty: 3313.532715
	Iteration 41Q: 3 clusters Score -2795675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2795675.250000 Penalty: 3313.532715
	Iteration 42Q: 3 clusters Score -2795675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2795683.500000 Penalty: 3313.532715
	Iteration 43Q: 3 clusters Score -2795684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2795682.750000 Penalty: 3313.532715
	Iteration 44Q: 3 clusters Score -2795683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2795685.250000 Penalty: 3313.532715
	Iteration 45Q: 3 clusters Score -2795685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2795691.500000 Penalty: 3313.532715
	Iteration 46Q: 3 clusters Score -2795692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2795691.500000 Penalty: 3313.532715
	Iteration 47Q: 3 clusters Score -2795692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2795690.750000 Penalty: 3313.532715
	Iteration 48Q: 3 clusters Score -2795691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2795689.000000 Penalty: 3313.532715
	Iteration 49Q: 3 clusters Score -2795689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2795691.000000 Penalty: 3313.532715
	Iteration 50Q: 3 clusters Score -2795691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2795692.250000 Penalty: 3313.532715
	Iteration 51Q: 3 clusters Score -2795692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2795697.000000 Penalty: 3313.532715
	Iteration 52Q: 3 clusters Score -2795697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2795694.750000 Penalty: 3313.532715
	Iteration 53Q: 3 clusters Score -2795695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2795695.500000 Penalty: 3313.532715
	Iteration 54Q: 3 clusters Score -2795696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2795697.000000 Penalty: 3313.532715
	Iteration 55Q: 3 clusters Score -2795697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2795701.500000 Penalty: 3313.532715
	Iteration 56Q: 3 clusters Score -2795702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2795700.250000 Penalty: 3313.532715
	Iteration 57Q: 3 clusters Score -2795700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2795703.500000 Penalty: 3313.532715
	Iteration 58Q: 3 clusters Score -2795704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2795699.000000 Penalty: 3313.532715
	Iteration 59Q: 3 clusters Score -2795699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2795701.500000 Penalty: 3313.532715
	Iteration 60F: 3 clusters Score -2795702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2795702.250000 Penalty: 3313.532715
	Iteration 61Q: 3 clusters Score -2795702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2795706.000000 Penalty: 3313.532715
	Iteration 62Q: 3 clusters Score -2795706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2795708.750000 Penalty: 3313.532715
	Iteration 63Q: 3 clusters Score -2795709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2795710.250000 Penalty: 3313.532715
	Iteration 64Q: 3 clusters Score -2795710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2795711.000000 Penalty: 3313.532715
	Iteration 65Q: 3 clusters Score -2795711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2795711.500000 Penalty: 3313.532715
	Iteration 66Q: 3 clusters Score -2795712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2795710.500000 Penalty: 3313.532715
	Iteration 67Q: 3 clusters Score -2795710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2795711.250000 Penalty: 3313.532715
	Iteration 68Q: 3 clusters Score -2795711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2795708.750000 Penalty: 3313.532715
	Iteration 69Q: 3 clusters Score -2795709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2795708.750000 Penalty: 3313.532715
	Iteration 70F: 3 clusters Score -2795709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (171672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Entering Unmasked Estep 
Score: -18368602.000000 Penalty: 1958.667847
	Iteration 0F: 2 clusters Score -1.83686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -18258488.000000 Penalty: 3917.335693
	Iteration 0F: 3 clusters Score -1.825849e+07 nChanged 83265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -18307426.000000 Penalty: 3917.335693
	Iteration 1F: 3 clusters Score -1.830743e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -18308646.000000 Penalty: 3917.335693
	Iteration 2Q: 3 clusters Score -1.830865e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -18310158.000000 Penalty: 3917.335693
	Iteration 3Q: 3 clusters Score -1.831016e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -18312916.000000 Penalty: 3917.335693
	Iteration 4Q: 3 clusters Score -1.831292e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -18317738.000000 Penalty: 3917.335693
	Iteration 5Q: 3 clusters Score -1.831774e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -18325218.000000 Penalty: 3917.335693
	Iteration 6F: 3 clusters Score -1.832522e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -18335004.000000 Penalty: 3917.335693
	Iteration 7F: 3 clusters Score -1.8335e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 133526 members 
Entering Unmasked Estep 
Score: -18344652.000000 Penalty: 3917.335693
	Iteration 8F: 3 clusters Score -1.834465e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -18351688.000000 Penalty: 3917.335693
	Iteration 9F: 3 clusters Score -1.835169e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -18355722.000000 Penalty: 3917.335693
	Iteration 10Q: 3 clusters Score -1.835572e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -18358452.000000 Penalty: 3917.335693
	Iteration 11Q: 3 clusters Score -1.835845e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -18360474.000000 Penalty: 3917.335693
	Iteration 12Q: 3 clusters Score -1.836047e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 155507 members 
Entering Unmasked Estep 
Score: -18362130.000000 Penalty: 3917.335693
	Iteration 13Q: 3 clusters Score -1.836213e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -18363266.000000 Penalty: 3917.335693
	Iteration 14Q: 3 clusters Score -1.836327e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 160156 members 
Entering Unmasked Estep 
Score: -18364150.000000 Penalty: 3917.335693
	Iteration 15Q: 3 clusters Score -1.836415e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -18364754.000000 Penalty: 3917.335693
	Iteration 16Q: 3 clusters Score -1.836475e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -18365270.000000 Penalty: 3917.335693
	Iteration 17Q: 3 clusters Score -1.836527e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -18365728.000000 Penalty: 3917.335693
	Iteration 18Q: 3 clusters Score -1.836573e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -18365938.000000 Penalty: 3917.335693
	Iteration 19Q: 3 clusters Score -1.836594e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -18366198.000000 Penalty: 3917.335693
	Iteration 20F: 3 clusters Score -1.83662e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -18366448.000000 Penalty: 3917.335693
	Iteration 21Q: 3 clusters Score -1.836645e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -18366582.000000 Penalty: 3917.335693
	Iteration 22Q: 3 clusters Score -1.836658e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 168588 members 
Entering Unmasked Estep 
Score: -18366680.000000 Penalty: 3917.335693
	Iteration 23Q: 3 clusters Score -1.836668e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 169001 members 
Entering Unmasked Estep 
Score: -18366750.000000 Penalty: 3917.335693
	Iteration 24Q: 3 clusters Score -1.836675e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -18366842.000000 Penalty: 3917.335693
	Iteration 25Q: 3 clusters Score -1.836684e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 169580 members 
Entering Unmasked Estep 
Score: -18366884.000000 Penalty: 3917.335693
	Iteration 26Q: 3 clusters Score -1.836688e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -18366886.000000 Penalty: 3917.335693
	Iteration 27Q: 3 clusters Score -1.836689e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -18366958.000000 Penalty: 3917.335693
	Iteration 28Q: 3 clusters Score -1.836696e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -18366990.000000 Penalty: 3917.335693
	Iteration 29Q: 3 clusters Score -1.836699e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -18366972.000000 Penalty: 3917.335693
	Iteration 30Q: 3 clusters Score -1.836697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 170355 members 
Entering Unmasked Estep 
Score: -18367012.000000 Penalty: 3917.335693
	Iteration 31Q: 3 clusters Score -1.836701e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 170441 members 
Entering Unmasked Estep 
Score: -18367042.000000 Penalty: 3917.335693
	Iteration 32Q: 3 clusters Score -1.836704e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -18367078.000000 Penalty: 3917.335693
	Iteration 33Q: 3 clusters Score -1.836708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 170581 members 
Entering Unmasked Estep 
Score: -18367116.000000 Penalty: 3917.335693
	Iteration 34Q: 3 clusters Score -1.836712e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 170633 members 
Entering Unmasked Estep 
Score: -18367130.000000 Penalty: 3917.335693
	Iteration 35Q: 3 clusters Score -1.836713e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 170673 members 
Entering Unmasked Estep 
Score: -18367146.000000 Penalty: 3917.335693
	Iteration 36Q: 3 clusters Score -1.836715e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 170713 members 
Entering Unmasked Estep 
Score: -18367166.000000 Penalty: 3917.335693
	Iteration 37Q: 3 clusters Score -1.836717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -18367180.000000 Penalty: 3917.335693
	Iteration 38Q: 3 clusters Score -1.836718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -18367172.000000 Penalty: 3917.335693
	Iteration 39Q: 3 clusters Score -1.836717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -18367210.000000 Penalty: 3917.335693
	Iteration 40F: 3 clusters Score -1.836721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 170816 members 
Entering Unmasked Estep 
Score: -18367226.000000 Penalty: 3917.335693
	Iteration 41Q: 3 clusters Score -1.836723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 170842 members 
Entering Unmasked Estep 
Score: -18367244.000000 Penalty: 3917.335693
	Iteration 42Q: 3 clusters Score -1.836724e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -18367220.000000 Penalty: 3917.335693
	Iteration 43Q: 3 clusters Score -1.836722e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 170884 members 
Entering Unmasked Estep 
Score: -18367232.000000 Penalty: 3917.335693
	Iteration 44Q: 3 clusters Score -1.836723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 170900 members 
Entering Unmasked Estep 
Score: -18367252.000000 Penalty: 3917.335693
	Iteration 45Q: 3 clusters Score -1.836725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 170916 members 
Entering Unmasked Estep 
Score: -18367250.000000 Penalty: 3917.335693
	Iteration 46Q: 3 clusters Score -1.836725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 170927 members 
Entering Unmasked Estep 
Score: -18367248.000000 Penalty: 3917.335693
	Iteration 47Q: 3 clusters Score -1.836725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 170940 members 
Entering Unmasked Estep 
Score: -18367228.000000 Penalty: 3917.335693
	Iteration 48Q: 3 clusters Score -1.836723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 170944 members 
Entering Unmasked Estep 
Score: -18367238.000000 Penalty: 3917.335693
	Iteration 49Q: 3 clusters Score -1.836724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 170948 members 
Entering Unmasked Estep 
Score: -18367246.000000 Penalty: 3917.335693
	Iteration 50Q: 3 clusters Score -1.836725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -18367270.000000 Penalty: 3917.335693
	Iteration 51Q: 3 clusters Score -1.836727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -18367272.000000 Penalty: 3917.335693
	Iteration 52Q: 3 clusters Score -1.836727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 170962 members 
Entering Unmasked Estep 
Score: -18367264.000000 Penalty: 3917.335693
	Iteration 53Q: 3 clusters Score -1.836726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 170969 members 
Entering Unmasked Estep 
Score: -18367262.000000 Penalty: 3917.335693
	Iteration 54Q: 3 clusters Score -1.836726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -18367268.000000 Penalty: 3917.335693
	Iteration 55Q: 3 clusters Score -1.836727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -18367262.000000 Penalty: 3917.335693
	Iteration 56Q: 3 clusters Score -1.836726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -18367260.000000 Penalty: 3917.335693
	Iteration 57Q: 3 clusters Score -1.836726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -18367270.000000 Penalty: 3917.335693
	Iteration 58Q: 3 clusters Score -1.836727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -18367268.000000 Penalty: 3917.335693
	Iteration 59Q: 3 clusters Score -1.836727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -18367282.000000 Penalty: 3917.335693
	Iteration 60F: 3 clusters Score -1.836728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 170991 members 
Entering Unmasked Estep 
Score: -18367272.000000 Penalty: 3917.335693
	Iteration 61Q: 3 clusters Score -1.836727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -18367282.000000 Penalty: 3917.335693
	Iteration 62Q: 3 clusters Score -1.836728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -18367270.000000 Penalty: 3917.335693
	Iteration 63Q: 3 clusters Score -1.836727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -18367268.000000 Penalty: 3917.335693
	Iteration 64Q: 3 clusters Score -1.836727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -18367268.000000 Penalty: 3917.335693
	Iteration 65F: 3 clusters Score -1.836727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -273475.718750 Penalty: 1287.072510
	Iteration 0F: 2 clusters Score -273475.7 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 1351 members 
Entering Unmasked Estep 
Score: -270933.250000 Penalty: 2574.145020
	Iteration 0F: 3 clusters Score -270933.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -271577.218750 Penalty: 2574.145020
	Iteration 1F: 3 clusters Score -271577.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -271731.906250 Penalty: 2574.145020
	Iteration 2F: 3 clusters Score -271731.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271830.593750 Penalty: 2574.145020
	Iteration 3F: 3 clusters Score -271830.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -271915.062500 Penalty: 2574.145020
	Iteration 4Q: 3 clusters Score -271915.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -271981.593750 Penalty: 2574.145020
	Iteration 5Q: 3 clusters Score -271981.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -272033.687500 Penalty: 2574.145020
	Iteration 6Q: 3 clusters Score -272033.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -272073.375000 Penalty: 2574.145020
	Iteration 7Q: 3 clusters Score -272073.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272105.312500 Penalty: 2574.145020
	Iteration 8Q: 3 clusters Score -272105.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272137.312500 Penalty: 2574.145020
	Iteration 9Q: 3 clusters Score -272137.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -272176.281250 Penalty: 2574.145020
	Iteration 10Q: 3 clusters Score -272176.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -272222.062500 Penalty: 2574.145020
	Iteration 11Q: 3 clusters Score -272222.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -272263.375000 Penalty: 2574.145020
	Iteration 12Q: 3 clusters Score -272263.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -272295.906250 Penalty: 2574.145020
	Iteration 13Q: 3 clusters Score -272295.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -272326.093750 Penalty: 2574.145020
	Iteration 14Q: 3 clusters Score -272326.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -272347.000000 Penalty: 2574.145020
	Iteration 15Q: 3 clusters Score -272347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -272364.875000 Penalty: 2574.145020
	Iteration 16Q: 3 clusters Score -272364.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -272380.406250 Penalty: 2574.145020
	Iteration 17Q: 3 clusters Score -272380.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -272391.687500 Penalty: 2574.145020
	Iteration 18Q: 3 clusters Score -272391.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -272408.906250 Penalty: 2574.145020
	Iteration 19Q: 3 clusters Score -272408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -272416.718750 Penalty: 2574.145020
	Iteration 20F: 3 clusters Score -272416.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -272427.906250 Penalty: 2574.145020
	Iteration 21Q: 3 clusters Score -272427.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -272434.625000 Penalty: 2574.145020
	Iteration 22Q: 3 clusters Score -272434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -272442.343750 Penalty: 2574.145020
	Iteration 23Q: 3 clusters Score -272442.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -272449.843750 Penalty: 2574.145020
	Iteration 24Q: 3 clusters Score -272449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -272456.062500 Penalty: 2574.145020
	Iteration 25Q: 3 clusters Score -272456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272465.406250 Penalty: 2574.145020
	Iteration 26Q: 3 clusters Score -272465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -272480.000000 Penalty: 2574.145020
	Iteration 27Q: 3 clusters Score -272480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -272492.156250 Penalty: 2574.145020
	Iteration 28Q: 3 clusters Score -272492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -272501.656250 Penalty: 2574.145020
	Iteration 29Q: 3 clusters Score -272501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -272508.218750 Penalty: 2574.145020
	Iteration 30Q: 3 clusters Score -272508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -272517.937500 Penalty: 2574.145020
	Iteration 31Q: 3 clusters Score -272517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -272524.906250 Penalty: 2574.145020
	Iteration 32Q: 3 clusters Score -272524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -272536.093750 Penalty: 2574.145020
	Iteration 33Q: 3 clusters Score -272536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -272545.093750 Penalty: 2574.145020
	Iteration 34Q: 3 clusters Score -272545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -272551.812500 Penalty: 2574.145020
	Iteration 35Q: 3 clusters Score -272551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -272561.125000 Penalty: 2574.145020
	Iteration 36Q: 3 clusters Score -272561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -272566.250000 Penalty: 2574.145020
	Iteration 37Q: 3 clusters Score -272566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -272571.968750 Penalty: 2574.145020
	Iteration 38Q: 3 clusters Score -272572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -272576.750000 Penalty: 2574.145020
	Iteration 39Q: 3 clusters Score -272576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -272581.062500 Penalty: 2574.145020
	Iteration 40F: 3 clusters Score -272581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -272586.375000 Penalty: 2574.145020
	Iteration 41Q: 3 clusters Score -272586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -272590.031250 Penalty: 2574.145020
	Iteration 42Q: 3 clusters Score -272590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -272592.937500 Penalty: 2574.145020
	Iteration 43Q: 3 clusters Score -272592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -272594.468750 Penalty: 2574.145020
	Iteration 44Q: 3 clusters Score -272594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -272597.093750 Penalty: 2574.145020
	Iteration 45Q: 3 clusters Score -272597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -272597.406250 Penalty: 2574.145020
	Iteration 46Q: 3 clusters Score -272597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -272597.406250 Penalty: 2574.145020
	Iteration 47F: 3 clusters Score -272597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -514992.062500 Penalty: 1392.466675
	Iteration 0F: 2 clusters Score -514992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -510917.281250 Penalty: 2784.933350
	Iteration 0F: 3 clusters Score -510917.3 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -512270.375000 Penalty: 2784.933350
	Iteration 1F: 3 clusters Score -512270.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -512641.500000 Penalty: 2784.933350
	Iteration 2F: 3 clusters Score -512641.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -512994.718750 Penalty: 2784.933350
	Iteration 3F: 3 clusters Score -512994.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -513315.687500 Penalty: 2784.933350
	Iteration 4F: 3 clusters Score -513315.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -513564.656250 Penalty: 2784.933350
	Iteration 5F: 3 clusters Score -513564.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -513728.687500 Penalty: 2784.933350
	Iteration 6Q: 3 clusters Score -513728.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -513828.625000 Penalty: 2784.933350
	Iteration 7Q: 3 clusters Score -513828.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -513894.250000 Penalty: 2784.933350
	Iteration 8Q: 3 clusters Score -513894.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -513938.750000 Penalty: 2784.933350
	Iteration 9Q: 3 clusters Score -513938.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -513968.531250 Penalty: 2784.933350
	Iteration 10Q: 3 clusters Score -513968.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -513986.812500 Penalty: 2784.933350
	Iteration 11Q: 3 clusters Score -513986.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -513997.781250 Penalty: 2784.933350
	Iteration 12Q: 3 clusters Score -513997.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -514006.343750 Penalty: 2784.933350
	Iteration 13Q: 3 clusters Score -514006.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -514012.968750 Penalty: 2784.933350
	Iteration 14Q: 3 clusters Score -514013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -514021.093750 Penalty: 2784.933350
	Iteration 15Q: 3 clusters Score -514021.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -514025.218750 Penalty: 2784.933350
	Iteration 16Q: 3 clusters Score -514025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -514030.781250 Penalty: 2784.933350
	Iteration 17Q: 3 clusters Score -514030.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -514033.812500 Penalty: 2784.933350
	Iteration 18Q: 3 clusters Score -514033.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -514037.000000 Penalty: 2784.933350
	Iteration 19Q: 3 clusters Score -514037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -514039.906250 Penalty: 2784.933350
	Iteration 20F: 3 clusters Score -514039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -514043.093750 Penalty: 2784.933350
	Iteration 21Q: 3 clusters Score -514043.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -514044.375000 Penalty: 2784.933350
	Iteration 22Q: 3 clusters Score -514044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -514049.000000 Penalty: 2784.933350
	Iteration 23Q: 3 clusters Score -514049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -514055.375000 Penalty: 2784.933350
	Iteration 24Q: 3 clusters Score -514055.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -514062.343750 Penalty: 2784.933350
	Iteration 25Q: 3 clusters Score -514062.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -514073.000000 Penalty: 2784.933350
	Iteration 26Q: 3 clusters Score -514073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -514080.437500 Penalty: 2784.933350
	Iteration 27Q: 3 clusters Score -514080.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -514087.093750 Penalty: 2784.933350
	Iteration 28Q: 3 clusters Score -514087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -514087.656250 Penalty: 2784.933350
	Iteration 29Q: 3 clusters Score -514087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -514088.812500 Penalty: 2784.933350
	Iteration 30Q: 3 clusters Score -514088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -514091.031250 Penalty: 2784.933350
	Iteration 31Q: 3 clusters Score -514091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -514094.906250 Penalty: 2784.933350
	Iteration 32Q: 3 clusters Score -514094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -514099.937500 Penalty: 2784.933350
	Iteration 33Q: 3 clusters Score -514099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -514103.281250 Penalty: 2784.933350
	Iteration 34Q: 3 clusters Score -514103.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -514106.593750 Penalty: 2784.933350
	Iteration 35Q: 3 clusters Score -514106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -514110.562500 Penalty: 2784.933350
	Iteration 36Q: 3 clusters Score -514110.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -514116.031250 Penalty: 2784.933350
	Iteration 37Q: 3 clusters Score -514116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -514126.343750 Penalty: 2784.933350
	Iteration 38Q: 3 clusters Score -514126.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -514142.437500 Penalty: 2784.933350
	Iteration 39Q: 3 clusters Score -514142.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -514167.218750 Penalty: 2784.933350
	Iteration 40F: 3 clusters Score -514167.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -514206.000000 Penalty: 2784.933350
	Iteration 41Q: 3 clusters Score -514206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -514232.906250 Penalty: 2784.933350
	Iteration 42Q: 3 clusters Score -514232.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -514251.593750 Penalty: 2784.933350
	Iteration 43Q: 3 clusters Score -514251.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -514267.281250 Penalty: 2784.933350
	Iteration 44Q: 3 clusters Score -514267.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -514278.656250 Penalty: 2784.933350
	Iteration 45Q: 3 clusters Score -514278.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -514285.625000 Penalty: 2784.933350
	Iteration 46Q: 3 clusters Score -514285.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -514289.500000 Penalty: 2784.933350
	Iteration 47Q: 3 clusters Score -514289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -514291.406250 Penalty: 2784.933350
	Iteration 48Q: 3 clusters Score -514291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -514293.343750 Penalty: 2784.933350
	Iteration 49Q: 3 clusters Score -514293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -514293.843750 Penalty: 2784.933350
	Iteration 50Q: 3 clusters Score -514293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -514295.187500 Penalty: 2784.933350
	Iteration 51Q: 3 clusters Score -514295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -514296.906250 Penalty: 2784.933350
	Iteration 52Q: 3 clusters Score -514296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -514298.062500 Penalty: 2784.933350
	Iteration 53Q: 3 clusters Score -514298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -514299.406250 Penalty: 2784.933350
	Iteration 54Q: 3 clusters Score -514299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -514300.500000 Penalty: 2784.933350
	Iteration 55Q: 3 clusters Score -514300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -514301.156250 Penalty: 2784.933350
	Iteration 56Q: 3 clusters Score -514301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -514301.031250 Penalty: 2784.933350
	Iteration 57Q: 3 clusters Score -514301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -514302.125000 Penalty: 2784.933350
	Iteration 58Q: 3 clusters Score -514302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -514304.156250 Penalty: 2784.933350
	Iteration 59Q: 3 clusters Score -514304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -514306.437500 Penalty: 2784.933350
	Iteration 60F: 3 clusters Score -514306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -514310.312500 Penalty: 2784.933350
	Iteration 61Q: 3 clusters Score -514310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -514311.500000 Penalty: 2784.933350
	Iteration 62Q: 3 clusters Score -514311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -514312.875000 Penalty: 2784.933350
	Iteration 63Q: 3 clusters Score -514312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -514317.906250 Penalty: 2784.933350
	Iteration 64Q: 3 clusters Score -514317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -514319.937500 Penalty: 2784.933350
	Iteration 65Q: 3 clusters Score -514319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -514320.125000 Penalty: 2784.933350
	Iteration 66Q: 3 clusters Score -514320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -514320.468750 Penalty: 2784.933350
	Iteration 67Q: 3 clusters Score -514320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -514320.125000 Penalty: 2784.933350
	Iteration 68Q: 3 clusters Score -514320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -514320.125000 Penalty: 2784.933350
	Iteration 69F: 3 clusters Score -514320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Entering Unmasked Estep 
Score: -7052597.000000 Penalty: 1801.210205
	Iteration 0F: 2 clusters Score -7052597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -7008917.000000 Penalty: 3602.420410
	Iteration 0F: 3 clusters Score -7008917 nChanged 30866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -7026353.000000 Penalty: 3602.420410
	Iteration 1F: 3 clusters Score -7026353 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -7026860.500000 Penalty: 3602.420410
	Iteration 2Q: 3 clusters Score -7026860 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -7027472.500000 Penalty: 3602.420410
	Iteration 3Q: 3 clusters Score -7027472 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7028182.000000 Penalty: 3602.420410
	Iteration 4Q: 3 clusters Score -7028182 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -7029108.000000 Penalty: 3602.420410
	Iteration 5Q: 3 clusters Score -7029108 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -7030537.500000 Penalty: 3602.420410
	Iteration 6Q: 3 clusters Score -7030538 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -7032645.500000 Penalty: 3602.420410
	Iteration 7F: 3 clusters Score -7032646 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7035422.500000 Penalty: 3602.420410
	Iteration 8F: 3 clusters Score -7035422 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -7039008.000000 Penalty: 3602.420410
	Iteration 9F: 3 clusters Score -7039008 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -7042791.000000 Penalty: 3602.420410
	Iteration 10F: 3 clusters Score -7042791 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -7046075.000000 Penalty: 3602.420410
	Iteration 11F: 3 clusters Score -7046075 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7048340.000000 Penalty: 3602.420410
	Iteration 12Q: 3 clusters Score -7048340 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7049588.000000 Penalty: 3602.420410
	Iteration 13Q: 3 clusters Score -7049588 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7050228.500000 Penalty: 3602.420410
	Iteration 14Q: 3 clusters Score -7050228 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7050577.500000 Penalty: 3602.420410
	Iteration 15Q: 3 clusters Score -7050578 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7050753.000000 Penalty: 3602.420410
	Iteration 16Q: 3 clusters Score -7050753 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7050945.000000 Penalty: 3602.420410
	Iteration 17Q: 3 clusters Score -7050945 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7051061.500000 Penalty: 3602.420410
	Iteration 18Q: 3 clusters Score -7051062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7051109.500000 Penalty: 3602.420410
	Iteration 19Q: 3 clusters Score -7051110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7051174.500000 Penalty: 3602.420410
	Iteration 20F: 3 clusters Score -7051174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7051196.500000 Penalty: 3602.420410
	Iteration 21Q: 3 clusters Score -7051196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7051224.000000 Penalty: 3602.420410
	Iteration 22Q: 3 clusters Score -7051224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7051242.000000 Penalty: 3602.420410
	Iteration 23Q: 3 clusters Score -7051242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7051247.000000 Penalty: 3602.420410
	Iteration 24Q: 3 clusters Score -7051247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7051248.000000 Penalty: 3602.420410
	Iteration 25Q: 3 clusters Score -7051248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7051252.500000 Penalty: 3602.420410
	Iteration 26Q: 3 clusters Score -7051252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7051262.000000 Penalty: 3602.420410
	Iteration 27Q: 3 clusters Score -7051262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7051277.500000 Penalty: 3602.420410
	Iteration 28Q: 3 clusters Score -7051278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7051279.000000 Penalty: 3602.420410
	Iteration 29Q: 3 clusters Score -7051279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7051271.500000 Penalty: 3602.420410
	Iteration 30Q: 3 clusters Score -7051272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7051266.500000 Penalty: 3602.420410
	Iteration 31Q: 3 clusters Score -7051266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7051276.500000 Penalty: 3602.420410
	Iteration 32Q: 3 clusters Score -7051276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7051280.500000 Penalty: 3602.420410
	Iteration 33Q: 3 clusters Score -7051280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7051285.000000 Penalty: 3602.420410
	Iteration 34Q: 3 clusters Score -7051285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7051281.000000 Penalty: 3602.420410
	Iteration 35Q: 3 clusters Score -7051281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7051279.500000 Penalty: 3602.420410
	Iteration 36Q: 3 clusters Score -7051280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7051284.000000 Penalty: 3602.420410
	Iteration 37Q: 3 clusters Score -7051284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7051282.000000 Penalty: 3602.420410
	Iteration 38Q: 3 clusters Score -7051282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7051284.000000 Penalty: 3602.420410
	Iteration 39Q: 3 clusters Score -7051284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7051285.500000 Penalty: 3602.420410
	Iteration 40F: 3 clusters Score -7051286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7051287.500000 Penalty: 3602.420410
	Iteration 41Q: 3 clusters Score -7051288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7051290.000000 Penalty: 3602.420410
	Iteration 42Q: 3 clusters Score -7051290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7051295.000000 Penalty: 3602.420410
	Iteration 43Q: 3 clusters Score -7051295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7051296.500000 Penalty: 3602.420410
	Iteration 44Q: 3 clusters Score -7051296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7051297.500000 Penalty: 3602.420410
	Iteration 45Q: 3 clusters Score -7051298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7051296.000000 Penalty: 3602.420410
	Iteration 46Q: 3 clusters Score -7051296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7051294.500000 Penalty: 3602.420410
	Iteration 47Q: 3 clusters Score -7051294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7051295.500000 Penalty: 3602.420410
	Iteration 48Q: 3 clusters Score -7051296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7051294.500000 Penalty: 3602.420410
	Iteration 49Q: 3 clusters Score -7051294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7051294.000000 Penalty: 3602.420410
	Iteration 50Q: 3 clusters Score -7051294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7051298.500000 Penalty: 3602.420410
	Iteration 51Q: 3 clusters Score -7051298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7051298.500000 Penalty: 3602.420410
	Iteration 52Q: 3 clusters Score -7051298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7051309.000000 Penalty: 3602.420410
	Iteration 53Q: 3 clusters Score -7051309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7051305.500000 Penalty: 3602.420410
	Iteration 54Q: 3 clusters Score -7051306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7051308.500000 Penalty: 3602.420410
	Iteration 55Q: 3 clusters Score -7051308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7051319.000000 Penalty: 3602.420410
	Iteration 56Q: 3 clusters Score -7051319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7051317.500000 Penalty: 3602.420410
	Iteration 57Q: 3 clusters Score -7051318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7051336.000000 Penalty: 3602.420410
	Iteration 58Q: 3 clusters Score -7051336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7051332.000000 Penalty: 3602.420410
	Iteration 59Q: 3 clusters Score -7051332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7051332.000000 Penalty: 3602.420410
	Iteration 60F: 3 clusters Score -7051332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7051335.000000 Penalty: 3602.420410
	Iteration 61Q: 3 clusters Score -7051335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7051335.000000 Penalty: 3602.420410
	Iteration 62F: 3 clusters Score -7051335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -332332.218750 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -332332.2 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 1551 members 
Entering Unmasked Estep 
Score: -329585.156250 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -329585.2 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -330269.968750 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -330270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -330429.750000 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -330429.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -330531.718750 Penalty: 2606.908447
	Iteration 3F: 3 clusters Score -330531.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -330623.593750 Penalty: 2606.908447
	Iteration 4Q: 3 clusters Score -330623.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -330688.500000 Penalty: 2606.908447
	Iteration 5Q: 3 clusters Score -330688.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330739.781250 Penalty: 2606.908447
	Iteration 6Q: 3 clusters Score -330739.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -330782.250000 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -330782.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330815.656250 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -330815.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330847.937500 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -330847.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -330876.531250 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -330876.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -330906.375000 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -330906.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -330942.937500 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -330942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -330967.781250 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -330967.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -330995.156250 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -330995.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -331015.750000 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -331015.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -331034.156250 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -331034.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -331060.812500 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -331060.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -331084.312500 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -331084.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -331103.468750 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -331103.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -331125.312500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -331125.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -331145.125000 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -331145.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -331163.812500 Penalty: 2606.908447
	Iteration 22Q: 3 clusters Score -331163.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -331177.218750 Penalty: 2606.908447
	Iteration 23Q: 3 clusters Score -331177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -331190.343750 Penalty: 2606.908447
	Iteration 24Q: 3 clusters Score -331190.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -331201.875000 Penalty: 2606.908447
	Iteration 25Q: 3 clusters Score -331201.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -331213.781250 Penalty: 2606.908447
	Iteration 26Q: 3 clusters Score -331213.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -331227.750000 Penalty: 2606.908447
	Iteration 27Q: 3 clusters Score -331227.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -331236.062500 Penalty: 2606.908447
	Iteration 28Q: 3 clusters Score -331236.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -331244.468750 Penalty: 2606.908447
	Iteration 29Q: 3 clusters Score -331244.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -331247.500000 Penalty: 2606.908447
	Iteration 30Q: 3 clusters Score -331247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -331251.218750 Penalty: 2606.908447
	Iteration 31Q: 3 clusters Score -331251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -331257.437500 Penalty: 2606.908447
	Iteration 32Q: 3 clusters Score -331257.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -331264.031250 Penalty: 2606.908447
	Iteration 33Q: 3 clusters Score -331264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -331269.562500 Penalty: 2606.908447
	Iteration 34Q: 3 clusters Score -331269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -331274.718750 Penalty: 2606.908447
	Iteration 35Q: 3 clusters Score -331274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -331277.031250 Penalty: 2606.908447
	Iteration 36Q: 3 clusters Score -331277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -331281.531250 Penalty: 2606.908447
	Iteration 37Q: 3 clusters Score -331281.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -331288.906250 Penalty: 2606.908447
	Iteration 38Q: 3 clusters Score -331288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -331295.656250 Penalty: 2606.908447
	Iteration 39Q: 3 clusters Score -331295.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -331302.625000 Penalty: 2606.908447
	Iteration 40F: 3 clusters Score -331302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -331306.968750 Penalty: 2606.908447
	Iteration 41Q: 3 clusters Score -331307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -331312.125000 Penalty: 2606.908447
	Iteration 42Q: 3 clusters Score -331312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -331315.812500 Penalty: 2606.908447
	Iteration 43Q: 3 clusters Score -331315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -331318.281250 Penalty: 2606.908447
	Iteration 44Q: 3 clusters Score -331318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -331320.531250 Penalty: 2606.908447
	Iteration 45Q: 3 clusters Score -331320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -331321.937500 Penalty: 2606.908447
	Iteration 46Q: 3 clusters Score -331321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -331325.062500 Penalty: 2606.908447
	Iteration 47Q: 3 clusters Score -331325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -331327.375000 Penalty: 2606.908447
	Iteration 48Q: 3 clusters Score -331327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -331329.218750 Penalty: 2606.908447
	Iteration 49Q: 3 clusters Score -331329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -331330.281250 Penalty: 2606.908447
	Iteration 50Q: 3 clusters Score -331330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -331330.687500 Penalty: 2606.908447
	Iteration 51Q: 3 clusters Score -331330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -331331.031250 Penalty: 2606.908447
	Iteration 52Q: 3 clusters Score -331331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -331331.500000 Penalty: 2606.908447
	Iteration 53Q: 3 clusters Score -331331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -331332.562500 Penalty: 2606.908447
	Iteration 54Q: 3 clusters Score -331332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -331334.000000 Penalty: 2606.908447
	Iteration 55Q: 3 clusters Score -331334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -331336.000000 Penalty: 2606.908447
	Iteration 56Q: 3 clusters Score -331336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -331338.437500 Penalty: 2606.908447
	Iteration 57Q: 3 clusters Score -331338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -331341.156250 Penalty: 2606.908447
	Iteration 58Q: 3 clusters Score -331341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -331347.812500 Penalty: 2606.908447
	Iteration 59Q: 3 clusters Score -331347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -331353.750000 Penalty: 2606.908447
	Iteration 60F: 3 clusters Score -331353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -331356.531250 Penalty: 2606.908447
	Iteration 61Q: 3 clusters Score -331356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -331360.093750 Penalty: 2606.908447
	Iteration 62Q: 3 clusters Score -331360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -331361.656250 Penalty: 2606.908447
	Iteration 63Q: 3 clusters Score -331361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -331362.406250 Penalty: 2606.908447
	Iteration 64Q: 3 clusters Score -331362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -331363.312500 Penalty: 2606.908447
	Iteration 65Q: 3 clusters Score -331363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -331364.562500 Penalty: 2606.908447
	Iteration 66Q: 3 clusters Score -331364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -331368.062500 Penalty: 2606.908447
	Iteration 67Q: 3 clusters Score -331368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -331368.875000 Penalty: 2606.908447
	Iteration 68Q: 3 clusters Score -331368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -331369.687500 Penalty: 2606.908447
	Iteration 69Q: 3 clusters Score -331369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -331370.593750 Penalty: 2606.908447
	Iteration 70Q: 3 clusters Score -331370.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -331370.593750 Penalty: 2606.908447
	Iteration 71F: 3 clusters Score -331370.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Entering Unmasked Estep 
Score: -1345286.750000 Penalty: 1536.312012
	Iteration 0F: 2 clusters Score -1345287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1336348.125000 Penalty: 3072.624023
	Iteration 0F: 3 clusters Score -1336348 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1339410.375000 Penalty: 3072.624023
	Iteration 1F: 3 clusters Score -1339410 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1339761.500000 Penalty: 3072.624023
	Iteration 2F: 3 clusters Score -1339762 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1340122.375000 Penalty: 3072.624023
	Iteration 3F: 3 clusters Score -1340122 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1340569.500000 Penalty: 3072.624023
	Iteration 4F: 3 clusters Score -1340570 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1341084.250000 Penalty: 3072.624023
	Iteration 5F: 3 clusters Score -1341084 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1341712.750000 Penalty: 3072.624023
	Iteration 6F: 3 clusters Score -1341713 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1342370.500000 Penalty: 3072.624023
	Iteration 7F: 3 clusters Score -1342370 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1342946.125000 Penalty: 3072.624023
	Iteration 8F: 3 clusters Score -1342946 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1343413.500000 Penalty: 3072.624023
	Iteration 9Q: 3 clusters Score -1343414 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1343738.500000 Penalty: 3072.624023
	Iteration 10Q: 3 clusters Score -1343738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1343919.625000 Penalty: 3072.624023
	Iteration 11Q: 3 clusters Score -1343920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1344009.750000 Penalty: 3072.624023
	Iteration 12Q: 3 clusters Score -1344010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1344081.500000 Penalty: 3072.624023
	Iteration 13Q: 3 clusters Score -1344082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1344128.625000 Penalty: 3072.624023
	Iteration 14Q: 3 clusters Score -1344129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1344158.875000 Penalty: 3072.624023
	Iteration 15Q: 3 clusters Score -1344159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1344176.375000 Penalty: 3072.624023
	Iteration 16Q: 3 clusters Score -1344176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1344197.750000 Penalty: 3072.624023
	Iteration 17Q: 3 clusters Score -1344198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1344214.125000 Penalty: 3072.624023
	Iteration 18Q: 3 clusters Score -1344214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1344231.250000 Penalty: 3072.624023
	Iteration 19Q: 3 clusters Score -1344231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1344242.375000 Penalty: 3072.624023
	Iteration 20F: 3 clusters Score -1344242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1344258.250000 Penalty: 3072.624023
	Iteration 21Q: 3 clusters Score -1344258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1344263.250000 Penalty: 3072.624023
	Iteration 22Q: 3 clusters Score -1344263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1344270.250000 Penalty: 3072.624023
	Iteration 23Q: 3 clusters Score -1344270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1344272.750000 Penalty: 3072.624023
	Iteration 24Q: 3 clusters Score -1344273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1344273.000000 Penalty: 3072.624023
	Iteration 25Q: 3 clusters Score -1344273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1344273.000000 Penalty: 3072.624023
	Iteration 26F: 3 clusters Score -1344273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -21342.123047 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -21342.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20648.935547 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -20648.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21070.505859 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -21070.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21448.466797 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -21448.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21557.287109 Penalty: 1817.070801
	Iteration 3F: 3 clusters Score -21557.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21603.054688 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -21603.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21635.378906 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -21635.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21660.921875 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -21660.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21691.546875 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -21691.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21700.990234 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -21700.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21700.990234 Penalty: 1817.070801
	Iteration 9F: 3 clusters Score -21700.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 57079 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 184838 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 171672 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 65145 members 
Mstep: Class 13 contains 130 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 21804 members 
Mstep: Class 18 contains 194094 members 
Mstep: Class 20 contains 6110 members 
Entering Unmasked Estep 
Score: -84460632.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84461592.000000 to -84460632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (21804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Entering Unmasked Estep 
Score: -2374157.250000 Penalty: 1623.350464
	Iteration 0F: 2 clusters Score -2374157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2359343.250000 Penalty: 3246.700928
	Iteration 0F: 3 clusters Score -2359343 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2364781.750000 Penalty: 3246.700928
	Iteration 1F: 3 clusters Score -2364782 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2365170.250000 Penalty: 3246.700928
	Iteration 2Q: 3 clusters Score -2365170 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2365546.750000 Penalty: 3246.700928
	Iteration 3Q: 3 clusters Score -2365547 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2365944.000000 Penalty: 3246.700928
	Iteration 4Q: 3 clusters Score -2365944 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2366383.750000 Penalty: 3246.700928
	Iteration 5Q: 3 clusters Score -2366384 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2366905.000000 Penalty: 3246.700928
	Iteration 6Q: 3 clusters Score -2366905 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2367525.000000 Penalty: 3246.700928
	Iteration 7Q: 3 clusters Score -2367525 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2368334.750000 Penalty: 3246.700928
	Iteration 8F: 3 clusters Score -2368335 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2369268.500000 Penalty: 3246.700928
	Iteration 9F: 3 clusters Score -2369268 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2370023.500000 Penalty: 3246.700928
	Iteration 10F: 3 clusters Score -2370024 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2370476.000000 Penalty: 3246.700928
	Iteration 11Q: 3 clusters Score -2370476 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2370684.500000 Penalty: 3246.700928
	Iteration 12Q: 3 clusters Score -2370684 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2370762.250000 Penalty: 3246.700928
	Iteration 13Q: 3 clusters Score -2370762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2370823.250000 Penalty: 3246.700928
	Iteration 14Q: 3 clusters Score -2370823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2370851.750000 Penalty: 3246.700928
	Iteration 15Q: 3 clusters Score -2370852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2370892.750000 Penalty: 3246.700928
	Iteration 16Q: 3 clusters Score -2370893 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2370912.500000 Penalty: 3246.700928
	Iteration 17Q: 3 clusters Score -2370912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2370928.750000 Penalty: 3246.700928
	Iteration 18Q: 3 clusters Score -2370929 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2370948.750000 Penalty: 3246.700928
	Iteration 19Q: 3 clusters Score -2370949 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2370969.750000 Penalty: 3246.700928
	Iteration 20F: 3 clusters Score -2370970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2370984.000000 Penalty: 3246.700928
	Iteration 21Q: 3 clusters Score -2370984 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2371003.000000 Penalty: 3246.700928
	Iteration 22Q: 3 clusters Score -2371003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2371011.750000 Penalty: 3246.700928
	Iteration 23Q: 3 clusters Score -2371012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2371019.000000 Penalty: 3246.700928
	Iteration 24Q: 3 clusters Score -2371019 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2371027.500000 Penalty: 3246.700928
	Iteration 25Q: 3 clusters Score -2371028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2371044.500000 Penalty: 3246.700928
	Iteration 26Q: 3 clusters Score -2371044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2371055.500000 Penalty: 3246.700928
	Iteration 27Q: 3 clusters Score -2371056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2371070.750000 Penalty: 3246.700928
	Iteration 28Q: 3 clusters Score -2371071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2371081.750000 Penalty: 3246.700928
	Iteration 29Q: 3 clusters Score -2371082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2371099.000000 Penalty: 3246.700928
	Iteration 30Q: 3 clusters Score -2371099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2371097.000000 Penalty: 3246.700928
	Iteration 31Q: 3 clusters Score -2371097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2371109.500000 Penalty: 3246.700928
	Iteration 32Q: 3 clusters Score -2371110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2371122.250000 Penalty: 3246.700928
	Iteration 33Q: 3 clusters Score -2371122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2371145.250000 Penalty: 3246.700928
	Iteration 34Q: 3 clusters Score -2371145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2371143.000000 Penalty: 3246.700928
	Iteration 35Q: 3 clusters Score -2371143 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2371155.000000 Penalty: 3246.700928
	Iteration 36Q: 3 clusters Score -2371155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2371169.750000 Penalty: 3246.700928
	Iteration 37Q: 3 clusters Score -2371170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2371181.250000 Penalty: 3246.700928
	Iteration 38Q: 3 clusters Score -2371181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2371182.500000 Penalty: 3246.700928
	Iteration 39Q: 3 clusters Score -2371182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2371185.000000 Penalty: 3246.700928
	Iteration 40F: 3 clusters Score -2371185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2371193.000000 Penalty: 3246.700928
	Iteration 41Q: 3 clusters Score -2371193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2371193.250000 Penalty: 3246.700928
	Iteration 42Q: 3 clusters Score -2371193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2371197.500000 Penalty: 3246.700928
	Iteration 43Q: 3 clusters Score -2371198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2371211.750000 Penalty: 3246.700928
	Iteration 44Q: 3 clusters Score -2371212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2371219.500000 Penalty: 3246.700928
	Iteration 45Q: 3 clusters Score -2371220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2371230.750000 Penalty: 3246.700928
	Iteration 46Q: 3 clusters Score -2371231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2371234.250000 Penalty: 3246.700928
	Iteration 47Q: 3 clusters Score -2371234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2371236.750000 Penalty: 3246.700928
	Iteration 48Q: 3 clusters Score -2371237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2371252.750000 Penalty: 3246.700928
	Iteration 49Q: 3 clusters Score -2371253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2371258.750000 Penalty: 3246.700928
	Iteration 50Q: 3 clusters Score -2371259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2371277.000000 Penalty: 3246.700928
	Iteration 51Q: 3 clusters Score -2371277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2371292.250000 Penalty: 3246.700928
	Iteration 52Q: 3 clusters Score -2371292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2371293.750000 Penalty: 3246.700928
	Iteration 53Q: 3 clusters Score -2371294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2371300.750000 Penalty: 3246.700928
	Iteration 54Q: 3 clusters Score -2371301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2371310.500000 Penalty: 3246.700928
	Iteration 55Q: 3 clusters Score -2371310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2371312.500000 Penalty: 3246.700928
	Iteration 56Q: 3 clusters Score -2371312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2371313.500000 Penalty: 3246.700928
	Iteration 57Q: 3 clusters Score -2371314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2371326.500000 Penalty: 3246.700928
	Iteration 58Q: 3 clusters Score -2371326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2371332.000000 Penalty: 3246.700928
	Iteration 59Q: 3 clusters Score -2371332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2371333.500000 Penalty: 3246.700928
	Iteration 60F: 3 clusters Score -2371334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2371344.250000 Penalty: 3246.700928
	Iteration 61Q: 3 clusters Score -2371344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2371346.500000 Penalty: 3246.700928
	Iteration 62Q: 3 clusters Score -2371346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2371357.250000 Penalty: 3246.700928
	Iteration 63Q: 3 clusters Score -2371357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2371357.500000 Penalty: 3246.700928
	Iteration 64Q: 3 clusters Score -2371358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2371361.750000 Penalty: 3246.700928
	Iteration 65Q: 3 clusters Score -2371362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2371370.000000 Penalty: 3246.700928
	Iteration 66Q: 3 clusters Score -2371370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2371390.000000 Penalty: 3246.700928
	Iteration 67Q: 3 clusters Score -2371390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2371395.000000 Penalty: 3246.700928
	Iteration 68Q: 3 clusters Score -2371395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2371405.750000 Penalty: 3246.700928
	Iteration 69Q: 3 clusters Score -2371406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2371411.500000 Penalty: 3246.700928
	Iteration 70Q: 3 clusters Score -2371412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2371413.750000 Penalty: 3246.700928
	Iteration 71Q: 3 clusters Score -2371414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2371408.750000 Penalty: 3246.700928
	Iteration 72Q: 3 clusters Score -2371409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2371419.000000 Penalty: 3246.700928
	Iteration 73Q: 3 clusters Score -2371419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2371420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2371425.500000 Penalty: 3246.700928
	Iteration 75Q: 3 clusters Score -2371426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2371426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2371436.000000 Penalty: 3246.700928
	Iteration 77Q: 3 clusters Score -2371436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2371436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2371441.000000 Penalty: 3246.700928
	Iteration 79Q: 3 clusters Score -2371441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2371439.500000 Penalty: 3246.700928
	Iteration 80F: 3 clusters Score -2371440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2371437.000000 Penalty: 3246.700928
	Iteration 81Q: 3 clusters Score -2371437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2371455.500000 Penalty: 3246.700928
	Iteration 82Q: 3 clusters Score -2371456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2371466.750000 Penalty: 3246.700928
	Iteration 83Q: 3 clusters Score -2371467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2371475.000000 Penalty: 3246.700928
	Iteration 84Q: 3 clusters Score -2371475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2371471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2371481.500000 Penalty: 3246.700928
	Iteration 86Q: 3 clusters Score -2371482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2371483.250000 Penalty: 3246.700928
	Iteration 87Q: 3 clusters Score -2371483 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2371499.500000 Penalty: 3246.700928
	Iteration 88Q: 3 clusters Score -2371500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2371512.250000 Penalty: 3246.700928
	Iteration 89Q: 3 clusters Score -2371512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2371528.250000 Penalty: 3246.700928
	Iteration 90Q: 3 clusters Score -2371528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2371534.250000 Penalty: 3246.700928
	Iteration 91Q: 3 clusters Score -2371534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2371538.500000 Penalty: 3246.700928
	Iteration 92Q: 3 clusters Score -2371538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2371541.000000 Penalty: 3246.700928
	Iteration 93Q: 3 clusters Score -2371541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2371560.250000 Penalty: 3246.700928
	Iteration 94Q: 3 clusters Score -2371560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2371568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2371570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2371568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2371572.250000 Penalty: 3246.700928
	Iteration 98Q: 3 clusters Score -2371572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2371577.250000 Penalty: 3246.700928
	Iteration 99Q: 3 clusters Score -2371577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2371588.750000 Penalty: 3246.700928
	Iteration 100F: 3 clusters Score -2371589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2371595.500000 Penalty: 3246.700928
	Iteration 101Q: 3 clusters Score -2371596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2371602.250000 Penalty: 3246.700928
	Iteration 102Q: 3 clusters Score -2371602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2371611.500000 Penalty: 3246.700928
	Iteration 103Q: 3 clusters Score -2371612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2371626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2371623.000000 Penalty: 3246.700928
	Iteration 105Q: 3 clusters Score -2371623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2371639.500000 Penalty: 3246.700928
	Iteration 106Q: 3 clusters Score -2371640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2371656.250000 Penalty: 3246.700928
	Iteration 107Q: 3 clusters Score -2371656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2371658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2371662.000000 Penalty: 3246.700928
	Iteration 109Q: 3 clusters Score -2371662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2371673.000000 Penalty: 3246.700928
	Iteration 110Q: 3 clusters Score -2371673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2371692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2371706.000000 Penalty: 3246.700928
	Iteration 112Q: 3 clusters Score -2371706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2371714.500000 Penalty: 3246.700928
	Iteration 113Q: 3 clusters Score -2371714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2371729.000000 Penalty: 3246.700928
	Iteration 114Q: 3 clusters Score -2371729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2371738.250000 Penalty: 3246.700928
	Iteration 115Q: 3 clusters Score -2371738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2371736.000000 Penalty: 3246.700928
	Iteration 116Q: 3 clusters Score -2371736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2371752.000000 Penalty: 3246.700928
	Iteration 117Q: 3 clusters Score -2371752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2371766.000000 Penalty: 3246.700928
	Iteration 118Q: 3 clusters Score -2371766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2371778.250000 Penalty: 3246.700928
	Iteration 119Q: 3 clusters Score -2371778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2371786.000000 Penalty: 3246.700928
	Iteration 120F: 3 clusters Score -2371786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2371797.250000 Penalty: 3246.700928
	Iteration 121Q: 3 clusters Score -2371797 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2371809.000000 Penalty: 3246.700928
	Iteration 122Q: 3 clusters Score -2371809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2371826.000000 Penalty: 3246.700928
	Iteration 123Q: 3 clusters Score -2371826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2371839.000000 Penalty: 3246.700928
	Iteration 124Q: 3 clusters Score -2371839 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2371856.000000 Penalty: 3246.700928
	Iteration 125Q: 3 clusters Score -2371856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2371870.000000 Penalty: 3246.700928
	Iteration 126Q: 3 clusters Score -2371870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2371886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2371889.250000 Penalty: 3246.700928
	Iteration 128Q: 3 clusters Score -2371889 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2371902.000000 Penalty: 3246.700928
	Iteration 129Q: 3 clusters Score -2371902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2371911.500000 Penalty: 3246.700928
	Iteration 130Q: 3 clusters Score -2371912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2371922.500000 Penalty: 3246.700928
	Iteration 131Q: 3 clusters Score -2371922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2371933.500000 Penalty: 3246.700928
	Iteration 132Q: 3 clusters Score -2371934 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2371942.500000 Penalty: 3246.700928
	Iteration 133Q: 3 clusters Score -2371942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2371961.000000 Penalty: 3246.700928
	Iteration 134Q: 3 clusters Score -2371961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2371968.000000 Penalty: 3246.700928
	Iteration 135Q: 3 clusters Score -2371968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2371977.250000 Penalty: 3246.700928
	Iteration 136Q: 3 clusters Score -2371977 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2371991.250000 Penalty: 3246.700928
	Iteration 137Q: 3 clusters Score -2371991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2371997.250000 Penalty: 3246.700928
	Iteration 138Q: 3 clusters Score -2371997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2372008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2372019.000000 Penalty: 3246.700928
	Iteration 140F: 3 clusters Score -2372019 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2372019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2372019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2372022.250000 Penalty: 3246.700928
	Iteration 143Q: 3 clusters Score -2372022 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2372030.750000 Penalty: 3246.700928
	Iteration 144Q: 3 clusters Score -2372031 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2372036.750000 Penalty: 3246.700928
	Iteration 145Q: 3 clusters Score -2372037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2372048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2372058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2372059.250000 Penalty: 3246.700928
	Iteration 148Q: 3 clusters Score -2372059 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2372070.000000 Penalty: 3246.700928
	Iteration 149Q: 3 clusters Score -2372070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2372083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2372093.500000 Penalty: 3246.700928
	Iteration 151Q: 3 clusters Score -2372094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2372110.000000 Penalty: 3246.700928
	Iteration 152Q: 3 clusters Score -2372110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2372129.250000 Penalty: 3246.700928
	Iteration 153Q: 3 clusters Score -2372129 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2372148.500000 Penalty: 3246.700928
	Iteration 154Q: 3 clusters Score -2372148 nChanged 99
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Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2372169.750000 Penalty: 3246.700928
	Iteration 155Q: 3 clusters Score -2372170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2372195.750000 Penalty: 3246.700928
	Iteration 156Q: 3 clusters Score -2372196 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2372207.250000 Penalty: 3246.700928
	Iteration 157Q: 3 clusters Score -2372207 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2372226.750000 Penalty: 3246.700928
	Iteration 158Q: 3 clusters Score -2372227 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2372233.250000 Penalty: 3246.700928
	Iteration 159Q: 3 clusters Score -2372233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2372252.500000 Penalty: 3246.700928
	Iteration 160F: 3 clusters Score -2372252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2372269.750000 Penalty: 3246.700928
	Iteration 161Q: 3 clusters Score -2372270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2372274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2372290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2372296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2372312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2372317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2372330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2372341 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2372345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2372363 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2372372 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2372382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2372406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2372418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2372444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2372460 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2372481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2372500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2372519 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2372545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2372554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2372565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2372581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2372596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2372616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2372633 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2372653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2372669 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2372685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2372700 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2372721.250000 Penalty: 3246.700928
	Iteration 191Q: 3 clusters Score -2372721 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2372732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2372739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2372754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2372764 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2372775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2372776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2372787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2372795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2372798.000000 Penalty: 3246.700928
	Iteration 200F: 3 clusters Score -2372798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2372803.500000 Penalty: 3246.700928
	Iteration 201Q: 3 clusters Score -2372804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2372808.250000 Penalty: 3246.700928
	Iteration 202Q: 3 clusters Score -2372808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2372824.250000 Penalty: 3246.700928
	Iteration 203Q: 3 clusters Score -2372824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2372830.250000 Penalty: 3246.700928
	Iteration 204Q: 3 clusters Score -2372830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2372836.000000 Penalty: 3246.700928
	Iteration 205Q: 3 clusters Score -2372836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2372840.750000 Penalty: 3246.700928
	Iteration 206Q: 3 clusters Score -2372841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2372842.750000 Penalty: 3246.700928
	Iteration 207Q: 3 clusters Score -2372843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2372840.750000 Penalty: 3246.700928
	Iteration 208Q: 3 clusters Score -2372841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2372841.750000 Penalty: 3246.700928
	Iteration 209Q: 3 clusters Score -2372842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2372844.000000 Penalty: 3246.700928
	Iteration 210Q: 3 clusters Score -2372844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2372841.250000 Penalty: 3246.700928
	Iteration 211Q: 3 clusters Score -2372841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2372843.250000 Penalty: 3246.700928
	Iteration 212Q: 3 clusters Score -2372843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2372845.500000 Penalty: 3246.700928
	Iteration 213Q: 3 clusters Score -2372846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2372846.750000 Penalty: 3246.700928
	Iteration 214Q: 3 clusters Score -2372847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2372847.500000 Penalty: 3246.700928
	Iteration 215Q: 3 clusters Score -2372848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2372852.000000 Penalty: 3246.700928
	Iteration 216Q: 3 clusters Score -2372852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2372857.000000 Penalty: 3246.700928
	Iteration 217Q: 3 clusters Score -2372857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2372862.000000 Penalty: 3246.700928
	Iteration 218Q: 3 clusters Score -2372862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2372868.750000 Penalty: 3246.700928
	Iteration 219Q: 3 clusters Score -2372869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2372867.500000 Penalty: 3246.700928
	Iteration 220F: 3 clusters Score -2372868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2372870.500000 Penalty: 3246.700928
	Iteration 221Q: 3 clusters Score -2372870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2372873.000000 Penalty: 3246.700928
	Iteration 222Q: 3 clusters Score -2372873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2372870.750000 Penalty: 3246.700928
	Iteration 223Q: 3 clusters Score -2372871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2372868.750000 Penalty: 3246.700928
	Iteration 224Q: 3 clusters Score -2372869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2372875.500000 Penalty: 3246.700928
	Iteration 225Q: 3 clusters Score -2372876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2372871.500000 Penalty: 3246.700928
	Iteration 226Q: 3 clusters Score -2372872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2372882.250000 Penalty: 3246.700928
	Iteration 227Q: 3 clusters Score -2372882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2372883.250000 Penalty: 3246.700928
	Iteration 228Q: 3 clusters Score -2372883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2372880.000000 Penalty: 3246.700928
	Iteration 229Q: 3 clusters Score -2372880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2372878.750000 Penalty: 3246.700928
	Iteration 230Q: 3 clusters Score -2372879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2372881.000000 Penalty: 3246.700928
	Iteration 231Q: 3 clusters Score -2372881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2372878.250000 Penalty: 3246.700928
	Iteration 232Q: 3 clusters Score -2372878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2372881.250000 Penalty: 3246.700928
	Iteration 233Q: 3 clusters Score -2372881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2372885.250000 Penalty: 3246.700928
	Iteration 234Q: 3 clusters Score -2372885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2372887.000000 Penalty: 3246.700928
	Iteration 235Q: 3 clusters Score -2372887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2372888.250000 Penalty: 3246.700928
	Iteration 236Q: 3 clusters Score -2372888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2372887.750000 Penalty: 3246.700928
	Iteration 237Q: 3 clusters Score -2372888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2372893.000000 Penalty: 3246.700928
	Iteration 238Q: 3 clusters Score -2372893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2372891.500000 Penalty: 3246.700928
	Iteration 239Q: 3 clusters Score -2372892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2372890.000000 Penalty: 3246.700928
	Iteration 240F: 3 clusters Score -2372890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2372891.750000 Penalty: 3246.700928
	Iteration 241Q: 3 clusters Score -2372892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2372890.000000 Penalty: 3246.700928
	Iteration 242Q: 3 clusters Score -2372890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2372894.750000 Penalty: 3246.700928
	Iteration 243Q: 3 clusters Score -2372895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2372897.500000 Penalty: 3246.700928
	Iteration 244Q: 3 clusters Score -2372898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2372896.500000 Penalty: 3246.700928
	Iteration 245Q: 3 clusters Score -2372896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2372896.750000 Penalty: 3246.700928
	Iteration 246Q: 3 clusters Score -2372897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2372898.750000 Penalty: 3246.700928
	Iteration 247Q: 3 clusters Score -2372899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2372898.750000 Penalty: 3246.700928
	Iteration 248F: 3 clusters Score -2372899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (194094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194094 members 
Entering Unmasked Estep 
Score: -20677794.000000 Penalty: 1978.615845
	Iteration 0F: 2 clusters Score -2.067779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97046 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -20553044.000000 Penalty: 3957.231689
	Iteration 0F: 3 clusters Score -2.055304e+07 nChanged 94088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -20609636.000000 Penalty: 3957.231689
	Iteration 1F: 3 clusters Score -2.060964e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -20611598.000000 Penalty: 3957.231689
	Iteration 2Q: 3 clusters Score -2.06116e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -20615022.000000 Penalty: 3957.231689
	Iteration 3Q: 3 clusters Score -2.061502e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -20620484.000000 Penalty: 3957.231689
	Iteration 4F: 3 clusters Score -2.062048e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 113367 members 
Entering Unmasked Estep 
Score: -20629622.000000 Penalty: 3957.231689
	Iteration 5F: 3 clusters Score -2.062962e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -20642038.000000 Penalty: 3957.231689
	Iteration 6F: 3 clusters Score -2.064204e+07 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -20655444.000000 Penalty: 3957.231689
	Iteration 7F: 3 clusters Score -2.065544e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -20664126.000000 Penalty: 3957.231689
	Iteration 8F: 3 clusters Score -2.066413e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -20667678.000000 Penalty: 3957.231689
	Iteration 9Q: 3 clusters Score -2.066768e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 139545 members 
Entering Unmasked Estep 
Score: -20668926.000000 Penalty: 3957.231689
	Iteration 10Q: 3 clusters Score -2.066893e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -20669666.000000 Penalty: 3957.231689
	Iteration 11Q: 3 clusters Score -2.066967e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -20670434.000000 Penalty: 3957.231689
	Iteration 12Q: 3 clusters Score -2.067043e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 147114 members 
Entering Unmasked Estep 
Score: -20671088.000000 Penalty: 3957.231689
	Iteration 13Q: 3 clusters Score -2.067109e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -20671766.000000 Penalty: 3957.231689
	Iteration 14Q: 3 clusters Score -2.067177e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -20672254.000000 Penalty: 3957.231689
	Iteration 15Q: 3 clusters Score -2.067225e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -20672562.000000 Penalty: 3957.231689
	Iteration 16Q: 3 clusters Score -2.067256e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -20672818.000000 Penalty: 3957.231689
	Iteration 17Q: 3 clusters Score -2.067282e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -20673200.000000 Penalty: 3957.231689
	Iteration 18Q: 3 clusters Score -2.06732e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 164868 members 
Entering Unmasked Estep 
Score: -20673636.000000 Penalty: 3957.231689
	Iteration 19Q: 3 clusters Score -2.067364e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -20674044.000000 Penalty: 3957.231689
	Iteration 20F: 3 clusters Score -2.067404e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 170528 members 
Entering Unmasked Estep 
Score: -20674410.000000 Penalty: 3957.231689
	Iteration 21Q: 3 clusters Score -2.067441e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -20674792.000000 Penalty: 3957.231689
	Iteration 22Q: 3 clusters Score -2.067479e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -20675068.000000 Penalty: 3957.231689
	Iteration 23Q: 3 clusters Score -2.067507e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -20675380.000000 Penalty: 3957.231689
	Iteration 24Q: 3 clusters Score -2.067538e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -20675852.000000 Penalty: 3957.231689
	Iteration 25Q: 3 clusters Score -2.067585e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -20676280.000000 Penalty: 3957.231689
	Iteration 26Q: 3 clusters Score -2.067628e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 183223 members 
Entering Unmasked Estep 
Score: -20676372.000000 Penalty: 3957.231689
	Iteration 27Q: 3 clusters Score -2.067637e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 184637 members 
Entering Unmasked Estep 
Score: -20676568.000000 Penalty: 3957.231689
	Iteration 28Q: 3 clusters Score -2.067657e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -20676696.000000 Penalty: 3957.231689
	Iteration 29Q: 3 clusters Score -2.06767e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 186996 members 
Entering Unmasked Estep 
Score: -20676704.000000 Penalty: 3957.231689
	Iteration 30Q: 3 clusters Score -2.06767e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 187898 members 
Entering Unmasked Estep 
Score: -20676842.000000 Penalty: 3957.231689
	Iteration 31Q: 3 clusters Score -2.067684e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -20676888.000000 Penalty: 3957.231689
	Iteration 32Q: 3 clusters Score -2.067689e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 189308 members 
Entering Unmasked Estep 
Score: -20676908.000000 Penalty: 3957.231689
	Iteration 33Q: 3 clusters Score -2.067691e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -20676918.000000 Penalty: 3957.231689
	Iteration 34Q: 3 clusters Score -2.067692e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 190261 members 
Entering Unmasked Estep 
Score: -20676868.000000 Penalty: 3957.231689
	Iteration 35Q: 3 clusters Score -2.067687e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -20676856.000000 Penalty: 3957.231689
	Iteration 36Q: 3 clusters Score -2.067686e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 190899 members 
Entering Unmasked Estep 
Score: -20676946.000000 Penalty: 3957.231689
	Iteration 37Q: 3 clusters Score -2.067695e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 191132 members 
Entering Unmasked Estep 
Score: -20676926.000000 Penalty: 3957.231689
	Iteration 38Q: 3 clusters Score -2.067693e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 191351 members 
Entering Unmasked Estep 
Score: -20676924.000000 Penalty: 3957.231689
	Iteration 39Q: 3 clusters Score -2.067692e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 191506 members 
Entering Unmasked Estep 
Score: -20676920.000000 Penalty: 3957.231689
	Iteration 40F: 3 clusters Score -2.067692e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 191622 members 
Entering Unmasked Estep 
Score: -20676992.000000 Penalty: 3957.231689
	Iteration 41Q: 3 clusters Score -2.067699e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 191713 members 
Entering Unmasked Estep 
Score: -20676948.000000 Penalty: 3957.231689
	Iteration 42Q: 3 clusters Score -2.067695e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 191788 members 
Entering Unmasked Estep 
Score: -20676954.000000 Penalty: 3957.231689
	Iteration 43Q: 3 clusters Score -2.067695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 191855 members 
Entering Unmasked Estep 
Score: -20676988.000000 Penalty: 3957.231689
	Iteration 44Q: 3 clusters Score -2.067699e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 191922 members 
Entering Unmasked Estep 
Score: -20676968.000000 Penalty: 3957.231689
	Iteration 45Q: 3 clusters Score -2.067697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 191982 members 
Entering Unmasked Estep 
Score: -20676974.000000 Penalty: 3957.231689
	Iteration 46Q: 3 clusters Score -2.067697e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 192036 members 
Entering Unmasked Estep 
Score: -20676944.000000 Penalty: 3957.231689
	Iteration 47Q: 3 clusters Score -2.067694e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 192084 members 
Entering Unmasked Estep 
Score: -20676926.000000 Penalty: 3957.231689
	Iteration 48Q: 3 clusters Score -2.067693e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 192126 members 
Entering Unmasked Estep 
Score: -20676950.000000 Penalty: 3957.231689
	Iteration 49Q: 3 clusters Score -2.067695e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 192167 members 
Entering Unmasked Estep 
Score: -20676944.000000 Penalty: 3957.231689
	Iteration 50Q: 3 clusters Score -2.067694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 192201 members 
Entering Unmasked Estep 
Score: -20676966.000000 Penalty: 3957.231689
	Iteration 51Q: 3 clusters Score -2.067697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 192237 members 
Entering Unmasked Estep 
Score: -20676982.000000 Penalty: 3957.231689
	Iteration 52Q: 3 clusters Score -2.067698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 192265 members 
Entering Unmasked Estep 
Score: -20676976.000000 Penalty: 3957.231689
	Iteration 53Q: 3 clusters Score -2.067698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 192293 members 
Entering Unmasked Estep 
Score: -20676964.000000 Penalty: 3957.231689
	Iteration 54Q: 3 clusters Score -2.067696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -20676942.000000 Penalty: 3957.231689
	Iteration 55Q: 3 clusters Score -2.067694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 192341 members 
Entering Unmasked Estep 
Score: -20676942.000000 Penalty: 3957.231689
	Iteration 56Q: 3 clusters Score -2.067694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 192355 members 
Entering Unmasked Estep 
Score: -20676934.000000 Penalty: 3957.231689
	Iteration 57Q: 3 clusters Score -2.067693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 192365 members 
Entering Unmasked Estep 
Score: -20676942.000000 Penalty: 3957.231689
	Iteration 58Q: 3 clusters Score -2.067694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 192372 members 
Entering Unmasked Estep 
Score: -20676930.000000 Penalty: 3957.231689
	Iteration 59Q: 3 clusters Score -2.067693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 192379 members 
Entering Unmasked Estep 
Score: -20676930.000000 Penalty: 3957.231689
	Iteration 60F: 3 clusters Score -2.067693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -20676948.000000 Penalty: 3957.231689
	Iteration 61Q: 3 clusters Score -2.067695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 192391 members 
Entering Unmasked Estep 
Score: -20676956.000000 Penalty: 3957.231689
	Iteration 62Q: 3 clusters Score -2.067696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 192397 members 
Entering Unmasked Estep 
Score: -20676946.000000 Penalty: 3957.231689
	Iteration 63Q: 3 clusters Score -2.067695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 192406 members 
Entering Unmasked Estep 
Score: -20676932.000000 Penalty: 3957.231689
	Iteration 64Q: 3 clusters Score -2.067693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -20676938.000000 Penalty: 3957.231689
	Iteration 65Q: 3 clusters Score -2.067694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 192421 members 
Entering Unmasked Estep 
Score: -20676946.000000 Penalty: 3957.231689
	Iteration 66Q: 3 clusters Score -2.067695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 192426 members 
Entering Unmasked Estep 
Score: -20676944.000000 Penalty: 3957.231689
	Iteration 67Q: 3 clusters Score -2.067694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 192434 members 
Entering Unmasked Estep 
Score: -20676950.000000 Penalty: 3957.231689
	Iteration 68Q: 3 clusters Score -2.067695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 192441 members 
Entering Unmasked Estep 
Score: -20676932.000000 Penalty: 3957.231689
	Iteration 69Q: 3 clusters Score -2.067693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 192447 members 
Entering Unmasked Estep 
Score: -20676930.000000 Penalty: 3957.231689
	Iteration 70Q: 3 clusters Score -2.067693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 192455 members 
Entering Unmasked Estep 
Score: -20676928.000000 Penalty: 3957.231689
	Iteration 71Q: 3 clusters Score -2.067693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 192458 members 
Entering Unmasked Estep 
Score: -20676924.000000 Penalty: 3957.231689
	Iteration 72Q: 3 clusters Score -2.067692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 192462 members 
Entering Unmasked Estep 
Score: -20676930.000000 Penalty: 3957.231689
	Iteration 73Q: 3 clusters Score -2.067693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 192468 members 
Entering Unmasked Estep 
Score: -20676944.000000 Penalty: 3957.231689
	Iteration 74Q: 3 clusters Score -2.067694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 192472 members 
Entering Unmasked Estep 
Score: -20676934.000000 Penalty: 3957.231689
	Iteration 75Q: 3 clusters Score -2.067693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 192475 members 
Entering Unmasked Estep 
Score: -20676920.000000 Penalty: 3957.231689
	Iteration 76Q: 3 clusters Score -2.067692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 192482 members 
Entering Unmasked Estep 
Score: -20676934.000000 Penalty: 3957.231689
	Iteration 77Q: 3 clusters Score -2.067693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 192485 members 
Entering Unmasked Estep 
Score: -20676922.000000 Penalty: 3957.231689
	Iteration 78Q: 3 clusters Score -2.067692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 192488 members 
Entering Unmasked Estep 
Score: -20676934.000000 Penalty: 3957.231689
	Iteration 79Q: 3 clusters Score -2.067693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 192494 members 
Entering Unmasked Estep 
Score: -20676912.000000 Penalty: 3957.231689
	Iteration 80F: 3 clusters Score -2.067691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 192502 members 
Entering Unmasked Estep 
Score: -20676894.000000 Penalty: 3957.231689
	Iteration 81Q: 3 clusters Score -2.067689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 192508 members 
Entering Unmasked Estep 
Score: -20676884.000000 Penalty: 3957.231689
	Iteration 82Q: 3 clusters Score -2.067688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 192513 members 
Entering Unmasked Estep 
Score: -20676884.000000 Penalty: 3957.231689
	Iteration 83Q: 3 clusters Score -2.067688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 192519 members 
Entering Unmasked Estep 
Score: -20676896.000000 Penalty: 3957.231689
	Iteration 84Q: 3 clusters Score -2.06769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -20676898.000000 Penalty: 3957.231689
	Iteration 85Q: 3 clusters Score -2.06769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 192521 members 
Entering Unmasked Estep 
Score: -20676898.000000 Penalty: 3957.231689
	Iteration 86F: 3 clusters Score -2.06769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -622128.500000 Penalty: 1416.623291
	Iteration 0F: 2 clusters Score -622128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -617463.375000 Penalty: 2833.246582
	Iteration 0F: 3 clusters Score -617463.4 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -618995.750000 Penalty: 2833.246582
	Iteration 1F: 3 clusters Score -618995.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -619454.750000 Penalty: 2833.246582
	Iteration 2F: 3 clusters Score -619454.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -620008.875000 Penalty: 2833.246582
	Iteration 3F: 3 clusters Score -620008.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -620553.625000 Penalty: 2833.246582
	Iteration 4F: 3 clusters Score -620553.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -620966.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -621269.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -621463.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -621575.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -621646.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -621693.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -621728.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -621750.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -621773.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -621788.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -621803.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -621809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -621813.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -621823.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -621830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -621839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -621841.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -621843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -621845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -621847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -621849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -621849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
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	Iteration 27F: 3 clusters Score -621849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 57079 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 184838 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 171672 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 65145 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 21804 members 
Mstep: Class 18 contains 194094 members 
Mstep: Class 20 contains 6110 members 
Entering Unmasked Estep 
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Iteration 79Q: 19 clusters Score -8.446176e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 56931 members 
Mstep: Class 4 contains 13167 members 
Mstep: Class 5 contains 183478 members 
Mstep: Class 6 contains 18341 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 26676 members 
Mstep: Class 9 contains 171802 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 65791 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 12909 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 21944 members 
Mstep: Class 18 contains 194268 members 
Mstep: Class 20 contains 6073 members 
Entering Unmasked Estep 
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Iteration 80F: 19 clusters Score -8.446265e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 56780 members 
Mstep: Class 4 contains 13165 members 
Mstep: Class 5 contains 182098 members 
Mstep: Class 6 contains 18515 members 
Mstep: Class 7 contains 13104 members 
Mstep: Class 8 contains 26529 members 
Mstep: Class 9 contains 171878 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 66380 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 13083 members 
Mstep: Class 16 contains 289 members 
Mstep: Class 17 contains 22080 members 
Mstep: Class 18 contains 194415 members 
Mstep: Class 20 contains 6036 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -8.446347e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 56635 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 180818 members 
Mstep: Class 6 contains 18725 members 
Mstep: Class 7 contains 13243 members 
Mstep: Class 8 contains 26406 members 
Mstep: Class 9 contains 171878 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 66921 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 22193 members 
Mstep: Class 18 contains 194521 members 
Mstep: Class 20 contains 6000 members 
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Iteration 82Q: 19 clusters Score -8.446442e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 56510 members 
Mstep: Class 4 contains 13143 members 
Mstep: Class 5 contains 179622 members 
Mstep: Class 6 contains 18909 members 
Mstep: Class 7 contains 13351 members 
Mstep: Class 8 contains 26289 members 
Mstep: Class 9 contains 171908 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 67422 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 13428 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 22305 members 
Mstep: Class 18 contains 194561 members 
Mstep: Class 20 contains 5959 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -8.446481e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 56392 members 
Mstep: Class 4 contains 13132 members 
Mstep: Class 5 contains 178429 members 
Mstep: Class 6 contains 19122 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 26166 members 
Mstep: Class 9 contains 171888 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 5144 members 
Mstep: Class 12 contains 67916 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 13597 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22394 members 
Mstep: Class 18 contains 194662 members 
Mstep: Class 20 contains 5917 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -8.446532e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 56270 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 177167 members 
Mstep: Class 6 contains 19347 members 
Mstep: Class 7 contains 13559 members 
Mstep: Class 8 contains 26041 members 
Mstep: Class 9 contains 171898 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 5135 members 
Mstep: Class 12 contains 68388 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 13765 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22485 members 
Mstep: Class 18 contains 194780 members 
Mstep: Class 20 contains 5883 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -8.446567e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 56153 members 
Mstep: Class 4 contains 13110 members 
Mstep: Class 5 contains 176065 members 
Mstep: Class 6 contains 19525 members 
Mstep: Class 7 contains 13658 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 171874 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 68839 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 13886 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22591 members 
Mstep: Class 18 contains 194810 members 
Mstep: Class 20 contains 5857 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -8.446594e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 56047 members 
Mstep: Class 4 contains 13106 members 
Mstep: Class 5 contains 175151 members 
Mstep: Class 6 contains 19711 members 
Mstep: Class 7 contains 13777 members 
Mstep: Class 8 contains 25869 members 
Mstep: Class 9 contains 171801 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 69224 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 13991 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22684 members 
Mstep: Class 18 contains 194767 members 
Mstep: Class 20 contains 5830 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -8.446637e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 55976 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 174393 members 
Mstep: Class 6 contains 19893 members 
Mstep: Class 7 contains 13873 members 
Mstep: Class 8 contains 25787 members 
Mstep: Class 9 contains 171694 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 69535 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 14087 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22758 members 
Mstep: Class 18 contains 194708 members 
Mstep: Class 20 contains 5797 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -8.446649e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 55893 members 
Mstep: Class 4 contains 13105 members 
Mstep: Class 5 contains 173702 members 
Mstep: Class 6 contains 20067 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 25711 members 
Mstep: Class 9 contains 171544 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 14 contains 6387 members 
Mstep: Class 15 contains 14157 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22844 members 
Mstep: Class 18 contains 194597 members 
Mstep: Class 20 contains 5769 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -8.446655e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 55822 members 
Mstep: Class 4 contains 13099 members 
Mstep: Class 5 contains 173095 members 
Mstep: Class 6 contains 20220 members 
Mstep: Class 7 contains 14051 members 
Mstep: Class 8 contains 25642 members 
Mstep: Class 9 contains 171377 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 70092 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 14236 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 22938 members 
Mstep: Class 18 contains 194453 members 
Mstep: Class 20 contains 5745 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -8.446682e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 55747 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 172540 members 
Mstep: Class 6 contains 20412 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 25609 members 
Mstep: Class 9 contains 171222 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 70287 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 23016 members 
Mstep: Class 18 contains 194262 members 
Mstep: Class 20 contains 5723 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -8.446732e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 55666 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 172007 members 
Mstep: Class 6 contains 20608 members 
Mstep: Class 7 contains 14182 members 
Mstep: Class 8 contains 25595 members 
Mstep: Class 9 contains 171010 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 70476 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 23098 members 
Mstep: Class 18 contains 194070 members 
Mstep: Class 20 contains 5707 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -8.446782e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 55583 members 
Mstep: Class 4 contains 13084 members 
Mstep: Class 5 contains 171518 members 
Mstep: Class 6 contains 20803 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 25573 members 
Mstep: Class 9 contains 170838 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 70668 members 
Mstep: Class 14 contains 8159 members 
Mstep: Class 15 contains 14405 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 23180 members 
Mstep: Class 18 contains 193867 members 
Mstep: Class 20 contains 5689 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -8.446834e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 55496 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 171113 members 
Mstep: Class 6 contains 20961 members 
Mstep: Class 7 contains 14272 members 
Mstep: Class 8 contains 25528 members 
Mstep: Class 9 contains 170624 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 70825 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 14451 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 23260 members 
Mstep: Class 18 contains 193733 members 
Mstep: Class 20 contains 5671 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -8.446841e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1332 members 
Mstep: Class 3 contains 55412 members 
Mstep: Class 4 contains 13073 members 
Mstep: Class 5 contains 170722 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 25490 members 
Mstep: Class 9 contains 170392 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 70972 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 23326 members 
Mstep: Class 18 contains 193580 members 
Mstep: Class 20 contains 5656 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -8.446881e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 55355 members 
Mstep: Class 4 contains 13081 members 
Mstep: Class 5 contains 170343 members 
Mstep: Class 6 contains 21285 members 
Mstep: Class 7 contains 14362 members 
Mstep: Class 8 contains 25456 members 
Mstep: Class 9 contains 170141 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 71120 members 
Mstep: Class 14 contains 9465 members 
Mstep: Class 15 contains 14538 members 
Mstep: Class 16 contains 288 members 
Mstep: Class 17 contains 23384 members 
Mstep: Class 18 contains 193437 members 
Mstep: Class 20 contains 5636 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -8.446908e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 55299 members 
Mstep: Class 4 contains 13083 members 
Mstep: Class 5 contains 170035 members 
Mstep: Class 6 contains 21447 members 
Mstep: Class 7 contains 14415 members 
Mstep: Class 8 contains 25436 members 
Mstep: Class 9 contains 169905 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 71252 members 
Mstep: Class 14 contains 9854 members 
Mstep: Class 15 contains 14570 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 23437 members 
Mstep: Class 18 contains 193254 members 
Mstep: Class 20 contains 5619 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -8.446927e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 55272 members 
Mstep: Class 4 contains 13094 members 
Mstep: Class 5 contains 169755 members 
Mstep: Class 6 contains 21603 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 8 contains 25413 members 
Mstep: Class 9 contains 169538 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 71379 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 14606 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 23494 members 
Mstep: Class 18 contains 193156 members 
Mstep: Class 20 contains 5600 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -8.446973e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1341 members 
Mstep: Class 3 contains 55242 members 
Mstep: Class 4 contains 13098 members 
Mstep: Class 5 contains 169427 members 
Mstep: Class 6 contains 21773 members 
Mstep: Class 7 contains 14506 members 
Mstep: Class 8 contains 25384 members 
Mstep: Class 9 contains 169274 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 71463 members 
Mstep: Class 14 contains 10610 members 
Mstep: Class 15 contains 14654 members 
Mstep: Class 16 contains 291 members 
Mstep: Class 17 contains 23567 members 
Mstep: Class 18 contains 193032 members 
Mstep: Class 20 contains 5586 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -8.447002e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 55213 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 169091 members 
Mstep: Class 6 contains 21963 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 8 contains 25369 members 
Mstep: Class 9 contains 168967 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 71565 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 14689 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 23615 members 
Mstep: Class 18 contains 192961 members 
Mstep: Class 20 contains 5567 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -8.447049e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 55190 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 168766 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 14581 members 
Mstep: Class 8 contains 25349 members 
Mstep: Class 9 contains 168709 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 71646 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 14713 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 23671 members 
Mstep: Class 18 contains 192923 members 
Mstep: Class 20 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471008.000000 Penalty: 39790.128906
Iteration 101Q: 19 clusters Score -8.447101e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 55180 members 
Mstep: Class 4 contains 13132 members 
Mstep: Class 5 contains 168433 members 
Mstep: Class 6 contains 22268 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 168554 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 71680 members 
Mstep: Class 14 contains 11571 members 
Mstep: Class 15 contains 14739 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23722 members 
Mstep: Class 18 contains 192883 members 
Mstep: Class 20 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471384.000000 Penalty: 39790.128906
Iteration 102Q: 19 clusters Score -8.447138e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 55156 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 168094 members 
Mstep: Class 6 contains 22402 members 
Mstep: Class 7 contains 14606 members 
Mstep: Class 8 contains 25299 members 
Mstep: Class 9 contains 168519 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 71697 members 
Mstep: Class 14 contains 11842 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23752 members 
Mstep: Class 18 contains 192839 members 
Mstep: Class 20 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471704.000000 Penalty: 39790.128906
Iteration 103Q: 19 clusters Score -8.44717e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 55139 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 167734 members 
Mstep: Class 6 contains 22537 members 
Mstep: Class 7 contains 14636 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 168501 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 71686 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 14775 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23799 members 
Mstep: Class 18 contains 192779 members 
Mstep: Class 20 contains 5480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472248.000000 Penalty: 39790.128906
Iteration 104Q: 19 clusters Score -8.447225e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 55136 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 167323 members 
Mstep: Class 6 contains 22673 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 25254 members 
Mstep: Class 9 contains 168530 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 71706 members 
Mstep: Class 14 contains 12385 members 
Mstep: Class 15 contains 14797 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23832 members 
Mstep: Class 18 contains 192723 members 
Mstep: Class 20 contains 5457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472592.000000 Penalty: 39790.128906
Iteration 105Q: 19 clusters Score -8.447259e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 55122 members 
Mstep: Class 4 contains 13125 members 
Mstep: Class 5 contains 167002 members 
Mstep: Class 6 contains 22807 members 
Mstep: Class 7 contains 14667 members 
Mstep: Class 8 contains 25229 members 
Mstep: Class 9 contains 168550 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 71689 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23853 members 
Mstep: Class 18 contains 192649 members 
Mstep: Class 20 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473056.000000 Penalty: 39790.128906
Iteration 106Q: 19 clusters Score -8.447306e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 55106 members 
Mstep: Class 4 contains 13118 members 
Mstep: Class 5 contains 166696 members 
Mstep: Class 6 contains 22982 members 
Mstep: Class 7 contains 14677 members 
Mstep: Class 8 contains 25206 members 
Mstep: Class 9 contains 168619 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 71660 members 
Mstep: Class 14 contains 12860 members 
Mstep: Class 15 contains 14835 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 23859 members 
Mstep: Class 18 contains 192537 members 
Mstep: Class 20 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473448.000000 Penalty: 39790.128906
Iteration 107Q: 19 clusters Score -8.447345e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 55099 members 
Mstep: Class 4 contains 13107 members 
Mstep: Class 5 contains 166416 members 
Mstep: Class 6 contains 23137 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 25192 members 
Mstep: Class 9 contains 168730 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 71597 members 
Mstep: Class 14 contains 13059 members 
Mstep: Class 15 contains 14849 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23866 members 
Mstep: Class 18 contains 192415 members 
Mstep: Class 20 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473960.000000 Penalty: 39790.128906
Iteration 108Q: 19 clusters Score -8.447396e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 55082 members 
Mstep: Class 4 contains 13094 members 
Mstep: Class 5 contains 166111 members 
Mstep: Class 6 contains 23317 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 25179 members 
Mstep: Class 9 contains 168861 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 71545 members 
Mstep: Class 14 contains 13272 members 
Mstep: Class 15 contains 14861 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 192249 members 
Mstep: Class 20 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474488.000000 Penalty: 39790.128906
Iteration 109Q: 19 clusters Score -8.447449e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 55042 members 
Mstep: Class 4 contains 13083 members 
Mstep: Class 5 contains 165848 members 
Mstep: Class 6 contains 23516 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 25173 members 
Mstep: Class 9 contains 168976 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 71450 members 
Mstep: Class 14 contains 13466 members 
Mstep: Class 15 contains 14873 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23887 members 
Mstep: Class 18 contains 192149 members 
Mstep: Class 20 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474584.000000 Penalty: 39790.128906
Iteration 110Q: 19 clusters Score -8.447458e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 55010 members 
Mstep: Class 4 contains 13080 members 
Mstep: Class 5 contains 165579 members 
Mstep: Class 6 contains 23698 members 
Mstep: Class 7 contains 14745 members 
Mstep: Class 8 contains 25157 members 
Mstep: Class 9 contains 169028 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 71364 members 
Mstep: Class 14 contains 13666 members 
Mstep: Class 15 contains 14884 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 192089 members 
Mstep: Class 20 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474920.000000 Penalty: 39790.128906
Iteration 111Q: 19 clusters Score -8.447492e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 54981 members 
Mstep: Class 4 contains 13082 members 
Mstep: Class 5 contains 165301 members 
Mstep: Class 6 contains 23877 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 25147 members 
Mstep: Class 9 contains 169074 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 71263 members 
Mstep: Class 14 contains 13870 members 
Mstep: Class 15 contains 14894 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23885 members 
Mstep: Class 18 contains 192064 members 
Mstep: Class 20 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475064.000000 Penalty: 39790.128906
Iteration 112Q: 19 clusters Score -8.447506e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 54937 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 165074 members 
Mstep: Class 6 contains 24063 members 
Mstep: Class 7 contains 14761 members 
Mstep: Class 8 contains 25152 members 
Mstep: Class 9 contains 169091 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 71154 members 
Mstep: Class 14 contains 14045 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23885 members 
Mstep: Class 18 contains 192064 members 
Mstep: Class 20 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475432.000000 Penalty: 39790.128906
Iteration 113Q: 19 clusters Score -8.447543e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 54911 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 164838 members 
Mstep: Class 6 contains 24236 members 
Mstep: Class 7 contains 14783 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 169112 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 71035 members 
Mstep: Class 14 contains 14189 members 
Mstep: Class 15 contains 14916 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23906 members 
Mstep: Class 18 contains 192090 members 
Mstep: Class 20 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475912.000000 Penalty: 39790.128906
Iteration 114Q: 19 clusters Score -8.447591e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 54881 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 164588 members 
Mstep: Class 6 contains 24444 members 
Mstep: Class 7 contains 14808 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 169135 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 12 contains 70880 members 
Mstep: Class 14 contains 14345 members 
Mstep: Class 15 contains 14932 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23916 members 
Mstep: Class 18 contains 192129 members 
Mstep: Class 20 contains 5310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476216.000000 Penalty: 39790.128906
Iteration 115Q: 19 clusters Score -8.447622e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 54846 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 164359 members 
Mstep: Class 6 contains 24615 members 
Mstep: Class 7 contains 14826 members 
Mstep: Class 8 contains 25088 members 
Mstep: Class 9 contains 169139 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 12 contains 70752 members 
Mstep: Class 14 contains 14478 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 295 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 192202 members 
Mstep: Class 20 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476608.000000 Penalty: 39790.128906
Iteration 116Q: 19 clusters Score -8.447661e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 54810 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 164172 members 
Mstep: Class 6 contains 24775 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 25076 members 
Mstep: Class 9 contains 169077 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 70628 members 
Mstep: Class 14 contains 14600 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 23918 members 
Mstep: Class 18 contains 192336 members 
Mstep: Class 20 contains 5291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476808.000000 Penalty: 39790.128906
Iteration 117Q: 19 clusters Score -8.447681e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 54789 members 
Mstep: Class 4 contains 13095 members 
Mstep: Class 5 contains 163984 members 
Mstep: Class 6 contains 24926 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 25066 members 
Mstep: Class 9 contains 168974 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 70495 members 
Mstep: Class 14 contains 14739 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 23935 members 
Mstep: Class 18 contains 192490 members 
Mstep: Class 20 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477336.000000 Penalty: 39790.128906
Iteration 118Q: 19 clusters Score -8.447734e+07 nChanged 2447
Entering ConstructFrom: 
Score: -84477336.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1244929.500000 Penalty: 1525.547485
	Iteration 0F: 2 clusters Score -1244930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1236427.625000 Penalty: 3051.094971
	Iteration 0F: 3 clusters Score -1236428 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1239381.875000 Penalty: 3051.094971
	Iteration 1F: 3 clusters Score -1239382 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1239774.500000 Penalty: 3051.094971
	Iteration 2F: 3 clusters Score -1239774 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1240156.750000 Penalty: 3051.094971
	Iteration 3F: 3 clusters Score -1240157 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1240602.000000 Penalty: 3051.094971
	Iteration 4F: 3 clusters Score -1240602 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1241145.250000 Penalty: 3051.094971
	Iteration 5F: 3 clusters Score -1241145 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1241727.750000 Penalty: 3051.094971
	Iteration 6F: 3 clusters Score -1241728 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1242335.250000 Penalty: 3051.094971
	Iteration 7F: 3 clusters Score -1242335 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1242861.250000 Penalty: 3051.094971
	Iteration 8Q: 3 clusters Score -1242861 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1243196.875000 Penalty: 3051.094971
	Iteration 9Q: 3 clusters Score -1243197 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1243382.625000 Penalty: 3051.094971
	Iteration 10Q: 3 clusters Score -1243383 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1243492.875000 Penalty: 3051.094971
	Iteration 11Q: 3 clusters Score -1243493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1243539.250000 Penalty: 3051.094971
	Iteration 12Q: 3 clusters Score -1243539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1243572.250000 Penalty: 3051.094971
	Iteration 13Q: 3 clusters Score -1243572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1243585.375000 Penalty: 3051.094971
	Iteration 14Q: 3 clusters Score -1243585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1243602.250000 Penalty: 3051.094971
	Iteration 15Q: 3 clusters Score -1243602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1243614.000000 Penalty: 3051.094971
	Iteration 16Q: 3 clusters Score -1243614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1243627.250000 Penalty: 3051.094971
	Iteration 17Q: 3 clusters Score -1243627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1243633.875000 Penalty: 3051.094971
	Iteration 18Q: 3 clusters Score -1243634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1243639.500000 Penalty: 3051.094971
	Iteration 19Q: 3 clusters Score -1243640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1243646.875000 Penalty: 3051.094971
	Iteration 20F: 3 clusters Score -1243647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1243655.000000 Penalty: 3051.094971
	Iteration 21Q: 3 clusters Score -1243655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1243658.625000 Penalty: 3051.094971
	Iteration 22Q: 3 clusters Score -1243659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1243661.500000 Penalty: 3051.094971
	Iteration 23Q: 3 clusters Score -1243662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1243666.750000 Penalty: 3051.094971
	Iteration 24Q: 3 clusters Score -1243667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1243666.625000 Penalty: 3051.094971
	Iteration 25Q: 3 clusters Score -1243667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1243668.500000 Penalty: 3051.094971
	Iteration 26Q: 3 clusters Score -1243668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1243668.625000 Penalty: 3051.094971
	Iteration 27Q: 3 clusters Score -1243669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1243673.250000 Penalty: 3051.094971
	Iteration 28Q: 3 clusters Score -1243673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1243674.500000 Penalty: 3051.094971
	Iteration 29Q: 3 clusters Score -1243674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1243676.250000 Penalty: 3051.094971
	Iteration 30Q: 3 clusters Score -1243676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1243680.875000 Penalty: 3051.094971
	Iteration 31Q: 3 clusters Score -1243681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1243684.000000 Penalty: 3051.094971
	Iteration 32Q: 3 clusters Score -1243684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1243689.375000 Penalty: 3051.094971
	Iteration 33Q: 3 clusters Score -1243689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1243688.250000 Penalty: 3051.094971
	Iteration 34Q: 3 clusters Score -1243688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1243690.625000 Penalty: 3051.094971
	Iteration 35Q: 3 clusters Score -1243691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1243692.250000 Penalty: 3051.094971
	Iteration 36Q: 3 clusters Score -1243692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1243693.500000 Penalty: 3051.094971
	Iteration 37Q: 3 clusters Score -1243694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1243696.750000 Penalty: 3051.094971
	Iteration 38Q: 3 clusters Score -1243697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1243698.875000 Penalty: 3051.094971
	Iteration 39Q: 3 clusters Score -1243699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1243697.750000 Penalty: 3051.094971
	Iteration 40F: 3 clusters Score -1243698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1243698.500000 Penalty: 3051.094971
	Iteration 41Q: 3 clusters Score -1243698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1243700.875000 Penalty: 3051.094971
	Iteration 42Q: 3 clusters Score -1243701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1243700.875000 Penalty: 3051.094971
	Iteration 43F: 3 clusters Score -1243701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -143384.546875 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -143384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141729.390625 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -141729.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142024.515625 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -142024.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142100.234375 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -142100.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142141.390625 Penalty: 2345.669189
	Iteration 3Q: 3 clusters Score -142141.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142168.640625 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -142168.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142188.265625 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -142188.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142205.500000 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -142205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142225.843750 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -142225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -142237.312500 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -142237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142248.718750 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -142248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142256.359375 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -142256.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142267.406250 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -142267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142276.250000 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -142276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142285.062500 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -142285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142290.343750 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -142290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142293.625000 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -142293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142298.828125 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -142298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -142302.859375 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -142302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142308.843750 Penalty: 2345.669189
	Iteration 18Q: 3 clusters Score -142308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142316.468750 Penalty: 2345.669189
	Iteration 19Q: 3 clusters Score -142316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142321.812500 Penalty: 2345.669189
	Iteration 20F: 3 clusters Score -142321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142324.937500 Penalty: 2345.669189
	Iteration 21Q: 3 clusters Score -142324.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142328.750000 Penalty: 2345.669189
	Iteration 22Q: 3 clusters Score -142328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142330.406250 Penalty: 2345.669189
	Iteration 23Q: 3 clusters Score -142330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142331.125000 Penalty: 2345.669189
	Iteration 24Q: 3 clusters Score -142331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142332.375000 Penalty: 2345.669189
	Iteration 25Q: 3 clusters Score -142332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142333.734375 Penalty: 2345.669189
	Iteration 26Q: 3 clusters Score -142333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -142335.250000 Penalty: 2345.669189
	Iteration 27Q: 3 clusters Score -142335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142336.562500 Penalty: 2345.669189
	Iteration 28Q: 3 clusters Score -142336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142338.609375 Penalty: 2345.669189
	Iteration 29Q: 3 clusters Score -142338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -142342.296875 Penalty: 2345.669189
	Iteration 30Q: 3 clusters Score -142342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142344.640625 Penalty: 2345.669189
	Iteration 31Q: 3 clusters Score -142344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142346.703125 Penalty: 2345.669189
	Iteration 32Q: 3 clusters Score -142346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142347.093750 Penalty: 2345.669189
	Iteration 33Q: 3 clusters Score -142347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142347.093750 Penalty: 2345.669189
	Iteration 34F: 3 clusters Score -142347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Entering Unmasked Estep 
Score: -5715871.500000 Penalty: 1773.050537
	Iteration 0F: 2 clusters Score -5715872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5679272.000000 Penalty: 3546.101074
	Iteration 0F: 3 clusters Score -5679272 nChanged 25957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5693970.000000 Penalty: 3546.101074
	Iteration 1F: 3 clusters Score -5693970 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -5694615.500000 Penalty: 3546.101074
	Iteration 2Q: 3 clusters Score -5694616 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -5695451.500000 Penalty: 3546.101074
	Iteration 3Q: 3 clusters Score -5695452 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5696491.000000 Penalty: 3546.101074
	Iteration 4Q: 3 clusters Score -5696491 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5697825.000000 Penalty: 3546.101074
	Iteration 5Q: 3 clusters Score -5697825 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5699582.000000 Penalty: 3546.101074
	Iteration 6F: 3 clusters Score -5699582 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5701597.000000 Penalty: 3546.101074
	Iteration 7F: 3 clusters Score -5701597 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5703536.500000 Penalty: 3546.101074
	Iteration 8F: 3 clusters Score -5703536 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5704860.500000 Penalty: 3546.101074
	Iteration 9Q: 3 clusters Score -5704860 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5705651.000000 Penalty: 3546.101074
	Iteration 10Q: 3 clusters Score -5705651 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5706063.500000 Penalty: 3546.101074
	Iteration 11Q: 3 clusters Score -5706064 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5706328.000000 Penalty: 3546.101074
	Iteration 12Q: 3 clusters Score -5706328 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5706577.500000 Penalty: 3546.101074
	Iteration 13Q: 3 clusters Score -5706578 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5706813.000000 Penalty: 3546.101074
	Iteration 14Q: 3 clusters Score -5706813 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5707068.500000 Penalty: 3546.101074
	Iteration 15Q: 3 clusters Score -5707068 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5707357.500000 Penalty: 3546.101074
	Iteration 16Q: 3 clusters Score -5707358 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5707683.000000 Penalty: 3546.101074
	Iteration 17Q: 3 clusters Score -5707683 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5708071.000000 Penalty: 3546.101074
	Iteration 18Q: 3 clusters Score -5708071 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -5708447.000000 Penalty: 3546.101074
	Iteration 19Q: 3 clusters Score -5708447 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5708849.000000 Penalty: 3546.101074
	Iteration 20F: 3 clusters Score -5708849 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5709285.000000 Penalty: 3546.101074
	Iteration 21Q: 3 clusters Score -5709285 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5709763.500000 Penalty: 3546.101074
	Iteration 22Q: 3 clusters Score -5709764 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5710256.000000 Penalty: 3546.101074
	Iteration 23Q: 3 clusters Score -5710256 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5710802.500000 Penalty: 3546.101074
	Iteration 24Q: 3 clusters Score -5710802 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5711400.000000 Penalty: 3546.101074
	Iteration 25Q: 3 clusters Score -5711400 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -5711939.500000 Penalty: 3546.101074
	Iteration 26Q: 3 clusters Score -5711940 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -5712453.500000 Penalty: 3546.101074
	Iteration 27Q: 3 clusters Score -5712454 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -5712909.000000 Penalty: 3546.101074
	Iteration 28Q: 3 clusters Score -5712909 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -5713297.500000 Penalty: 3546.101074
	Iteration 29Q: 3 clusters Score -5713298 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -5713625.500000 Penalty: 3546.101074
	Iteration 30Q: 3 clusters Score -5713626 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -5713845.500000 Penalty: 3546.101074
	Iteration 31Q: 3 clusters Score -5713846 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -5714024.000000 Penalty: 3546.101074
	Iteration 32Q: 3 clusters Score -5714024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -5714154.500000 Penalty: 3546.101074
	Iteration 33Q: 3 clusters Score -5714154 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -5714285.000000 Penalty: 3546.101074
	Iteration 34Q: 3 clusters Score -5714285 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -5714370.500000 Penalty: 3546.101074
	Iteration 35Q: 3 clusters Score -5714370 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -5714438.000000 Penalty: 3546.101074
	Iteration 36Q: 3 clusters Score -5714438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -5714503.000000 Penalty: 3546.101074
	Iteration 37Q: 3 clusters Score -5714503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -5714545.500000 Penalty: 3546.101074
	Iteration 38Q: 3 clusters Score -5714546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -5714566.500000 Penalty: 3546.101074
	Iteration 39Q: 3 clusters Score -5714566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -5714618.000000 Penalty: 3546.101074
	Iteration 40F: 3 clusters Score -5714618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5714647.000000 Penalty: 3546.101074
	Iteration 41Q: 3 clusters Score -5714647 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -5714677.000000 Penalty: 3546.101074
	Iteration 42Q: 3 clusters Score -5714677 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -5714681.500000 Penalty: 3546.101074
	Iteration 43Q: 3 clusters Score -5714682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -5714705.000000 Penalty: 3546.101074
	Iteration 44Q: 3 clusters Score -5714705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -5714705.500000 Penalty: 3546.101074
	Iteration 45Q: 3 clusters Score -5714706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -5714718.000000 Penalty: 3546.101074
	Iteration 46Q: 3 clusters Score -5714718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -5714711.000000 Penalty: 3546.101074
	Iteration 47Q: 3 clusters Score -5714711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -5714726.500000 Penalty: 3546.101074
	Iteration 48Q: 3 clusters Score -5714726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -5714731.000000 Penalty: 3546.101074
	Iteration 49Q: 3 clusters Score -5714731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -5714733.500000 Penalty: 3546.101074
	Iteration 50Q: 3 clusters Score -5714734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -5714741.500000 Penalty: 3546.101074
	Iteration 51Q: 3 clusters Score -5714742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5714744.500000 Penalty: 3546.101074
	Iteration 52Q: 3 clusters Score -5714744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -5714746.000000 Penalty: 3546.101074
	Iteration 53Q: 3 clusters Score -5714746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -5714744.000000 Penalty: 3546.101074
	Iteration 54Q: 3 clusters Score -5714744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -5714751.500000 Penalty: 3546.101074
	Iteration 55Q: 3 clusters Score -5714752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -5714752.000000 Penalty: 3546.101074
	Iteration 56Q: 3 clusters Score -5714752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -5714757.000000 Penalty: 3546.101074
	Iteration 57Q: 3 clusters Score -5714757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -5714762.000000 Penalty: 3546.101074
	Iteration 58Q: 3 clusters Score -5714762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -5714763.500000 Penalty: 3546.101074
	Iteration 59Q: 3 clusters Score -5714764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -5714765.000000 Penalty: 3546.101074
	Iteration 60F: 3 clusters Score -5714765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -5714773.500000 Penalty: 3546.101074
	Iteration 61Q: 3 clusters Score -5714774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -5714777.000000 Penalty: 3546.101074
	Iteration 62Q: 3 clusters Score -5714777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5714777.000000 Penalty: 3546.101074
	Iteration 63Q: 3 clusters Score -5714777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5714782.500000 Penalty: 3546.101074
	Iteration 64Q: 3 clusters Score -5714782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -5714778.500000 Penalty: 3546.101074
	Iteration 65Q: 3 clusters Score -5714778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -5714778.000000 Penalty: 3546.101074
	Iteration 66Q: 3 clusters Score -5714778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -5714788.000000 Penalty: 3546.101074
	Iteration 67Q: 3 clusters Score -5714788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -5714790.500000 Penalty: 3546.101074
	Iteration 68Q: 3 clusters Score -5714790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -5714790.500000 Penalty: 3546.101074
	Iteration 69Q: 3 clusters Score -5714790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -5714795.000000 Penalty: 3546.101074
	Iteration 70Q: 3 clusters Score -5714795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -5714788.500000 Penalty: 3546.101074
	Iteration 71Q: 3 clusters Score -5714788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -5714797.500000 Penalty: 3546.101074
	Iteration 72Q: 3 clusters Score -5714798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -5714811.500000 Penalty: 3546.101074
	Iteration 73Q: 3 clusters Score -5714812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5714818.000000 Penalty: 3546.101074
	Iteration 74Q: 3 clusters Score -5714818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -5714819.500000 Penalty: 3546.101074
	Iteration 75Q: 3 clusters Score -5714820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -5714820.500000 Penalty: 3546.101074
	Iteration 76Q: 3 clusters Score -5714820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5714813.000000 Penalty: 3546.101074
	Iteration 77Q: 3 clusters Score -5714813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5714813.000000 Penalty: 3546.101074
	Iteration 78F: 3 clusters Score -5714813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -1376631.250000 Penalty: 1540.547363
	Iteration 0F: 2 clusters Score -1376631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1367463.000000 Penalty: 3081.094727
	Iteration 0F: 3 clusters Score -1367463 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1370625.875000 Penalty: 3081.094727
	Iteration 1F: 3 clusters Score -1370626 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1371016.875000 Penalty: 3081.094727
	Iteration 2F: 3 clusters Score -1371017 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1371404.875000 Penalty: 3081.094727
	Iteration 3F: 3 clusters Score -1371405 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1371849.125000 Penalty: 3081.094727
	Iteration 4F: 3 clusters Score -1371849 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1372364.375000 Penalty: 3081.094727
	Iteration 5F: 3 clusters Score -1372364 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1372950.625000 Penalty: 3081.094727
	Iteration 6F: 3 clusters Score -1372951 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1373602.875000 Penalty: 3081.094727
	Iteration 7F: 3 clusters Score -1373603 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1374204.000000 Penalty: 3081.094727
	Iteration 8F: 3 clusters Score -1374204 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1374673.500000 Penalty: 3081.094727
	Iteration 9Q: 3 clusters Score -1374674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1375000.875000 Penalty: 3081.094727
	Iteration 10Q: 3 clusters Score -1375001 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1375213.625000 Penalty: 3081.094727
	Iteration 11Q: 3 clusters Score -1375214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1375326.375000 Penalty: 3081.094727
	Iteration 12Q: 3 clusters Score -1375326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1375409.625000 Penalty: 3081.094727
	Iteration 13Q: 3 clusters Score -1375410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1375472.125000 Penalty: 3081.094727
	Iteration 14Q: 3 clusters Score -1375472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1375511.625000 Penalty: 3081.094727
	Iteration 15Q: 3 clusters Score -1375512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1375539.625000 Penalty: 3081.094727
	Iteration 16Q: 3 clusters Score -1375540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1375552.000000 Penalty: 3081.094727
	Iteration 17Q: 3 clusters Score -1375552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1375564.625000 Penalty: 3081.094727
	Iteration 18Q: 3 clusters Score -1375565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1375577.625000 Penalty: 3081.094727
	Iteration 19Q: 3 clusters Score -1375578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1375588.375000 Penalty: 3081.094727
	Iteration 20F: 3 clusters Score -1375588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1375593.750000 Penalty: 3081.094727
	Iteration 21Q: 3 clusters Score -1375594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1375597.375000 Penalty: 3081.094727
	Iteration 22Q: 3 clusters Score -1375597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1375600.375000 Penalty: 3081.094727
	Iteration 23Q: 3 clusters Score -1375600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1375601.375000 Penalty: 3081.094727
	Iteration 24Q: 3 clusters Score -1375601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1375604.000000 Penalty: 3081.094727
	Iteration 25Q: 3 clusters Score -1375604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1375604.875000 Penalty: 3081.094727
	Iteration 26Q: 3 clusters Score -1375605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1375604.875000 Penalty: 3081.094727
	Iteration 27F: 3 clusters Score -1375605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (163834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163834 members 
Entering Unmasked Estep 
Score: -17498980.000000 Penalty: 1951.073975
	Iteration 0F: 2 clusters Score -1.749898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -17391372.000000 Penalty: 3902.147949
	Iteration 0F: 3 clusters Score -1.739137e+07 nChanged 78762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -17438554.000000 Penalty: 3902.147949
	Iteration 1F: 3 clusters Score -1.743855e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -17440968.000000 Penalty: 3902.147949
	Iteration 2Q: 3 clusters Score -1.744097e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -17444818.000000 Penalty: 3902.147949
	Iteration 3Q: 3 clusters Score -1.744482e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -17451104.000000 Penalty: 3902.147949
	Iteration 4F: 3 clusters Score -1.74511e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -17460590.000000 Penalty: 3902.147949
	Iteration 5F: 3 clusters Score -1.746059e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -17472108.000000 Penalty: 3902.147949
	Iteration 6F: 3 clusters Score -1.747211e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
Score: -17482354.000000 Penalty: 3902.147949
	Iteration 7F: 3 clusters Score -1.748235e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 138691 members 
Entering Unmasked Estep 
Score: -17489384.000000 Penalty: 3902.147949
	Iteration 8Q: 3 clusters Score -1.748938e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -17492836.000000 Penalty: 3902.147949
	Iteration 9Q: 3 clusters Score -1.749284e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -17494790.000000 Penalty: 3902.147949
	Iteration 10Q: 3 clusters Score -1.749479e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -17495872.000000 Penalty: 3902.147949
	Iteration 11Q: 3 clusters Score -1.749587e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -17496526.000000 Penalty: 3902.147949
	Iteration 12Q: 3 clusters Score -1.749653e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -17497064.000000 Penalty: 3902.147949
	Iteration 13Q: 3 clusters Score -1.749706e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -17497446.000000 Penalty: 3902.147949
	Iteration 14Q: 3 clusters Score -1.749745e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 152947 members 
Entering Unmasked Estep 
Score: -17497734.000000 Penalty: 3902.147949
	Iteration 15Q: 3 clusters Score -1.749773e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -17497984.000000 Penalty: 3902.147949
	Iteration 16Q: 3 clusters Score -1.749798e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -17498070.000000 Penalty: 3902.147949
	Iteration 17Q: 3 clusters Score -1.749807e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 155905 members 
Entering Unmasked Estep 
Score: -17498254.000000 Penalty: 3902.147949
	Iteration 18Q: 3 clusters Score -1.749825e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -17498210.000000 Penalty: 3902.147949
	Iteration 19Q: 3 clusters Score -1.749821e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -17498236.000000 Penalty: 3902.147949
	Iteration 20F: 3 clusters Score -1.749824e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -17498304.000000 Penalty: 3902.147949
	Iteration 21Q: 3 clusters Score -1.74983e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -17498378.000000 Penalty: 3902.147949
	Iteration 22Q: 3 clusters Score -1.749838e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -17498372.000000 Penalty: 3902.147949
	Iteration 23Q: 3 clusters Score -1.749837e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -17498384.000000 Penalty: 3902.147949
	Iteration 24Q: 3 clusters Score -1.749838e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -17498340.000000 Penalty: 3902.147949
	Iteration 25Q: 3 clusters Score -1.749834e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -17498370.000000 Penalty: 3902.147949
	Iteration 26Q: 3 clusters Score -1.749837e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -17498362.000000 Penalty: 3902.147949
	Iteration 27Q: 3 clusters Score -1.749836e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 160492 members 
Entering Unmasked Estep 
Score: -17498356.000000 Penalty: 3902.147949
	Iteration 28Q: 3 clusters Score -1.749836e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -17498348.000000 Penalty: 3902.147949
	Iteration 29Q: 3 clusters Score -1.749835e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -17498344.000000 Penalty: 3902.147949
	Iteration 30Q: 3 clusters Score -1.749834e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -17498370.000000 Penalty: 3902.147949
	Iteration 31Q: 3 clusters Score -1.749837e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
Score: -17498384.000000 Penalty: 3902.147949
	Iteration 32Q: 3 clusters Score -1.749838e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 161168 members 
Entering Unmasked Estep 
Score: -17498376.000000 Penalty: 3902.147949
	Iteration 33Q: 3 clusters Score -1.749838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -17498376.000000 Penalty: 3902.147949
	Iteration 34Q: 3 clusters Score -1.749838e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 161350 members 
Entering Unmasked Estep 
Score: -17498342.000000 Penalty: 3902.147949
	Iteration 35Q: 3 clusters Score -1.749834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -17498326.000000 Penalty: 3902.147949
	Iteration 36Q: 3 clusters Score -1.749833e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -17498282.000000 Penalty: 3902.147949
	Iteration 37Q: 3 clusters Score -1.749828e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 161569 members 
Entering Unmasked Estep 
Score: -17498314.000000 Penalty: 3902.147949
	Iteration 38Q: 3 clusters Score -1.749831e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -17498304.000000 Penalty: 3902.147949
	Iteration 39Q: 3 clusters Score -1.74983e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -17498328.000000 Penalty: 3902.147949
	Iteration 40F: 3 clusters Score -1.749833e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -17498312.000000 Penalty: 3902.147949
	Iteration 41Q: 3 clusters Score -1.749831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -17498334.000000 Penalty: 3902.147949
	Iteration 42Q: 3 clusters Score -1.749833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -17498320.000000 Penalty: 3902.147949
	Iteration 43Q: 3 clusters Score -1.749832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 161892 members 
Entering Unmasked Estep 
Score: -17498320.000000 Penalty: 3902.147949
	Iteration 44Q: 3 clusters Score -1.749832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 161918 members 
Entering Unmasked Estep 
Score: -17498302.000000 Penalty: 3902.147949
	Iteration 45Q: 3 clusters Score -1.74983e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -17498314.000000 Penalty: 3902.147949
	Iteration 46Q: 3 clusters Score -1.749831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -17498308.000000 Penalty: 3902.147949
	Iteration 47Q: 3 clusters Score -1.749831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -17498300.000000 Penalty: 3902.147949
	Iteration 48Q: 3 clusters Score -1.74983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -17498310.000000 Penalty: 3902.147949
	Iteration 49Q: 3 clusters Score -1.749831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -17498298.000000 Penalty: 3902.147949
	Iteration 50Q: 3 clusters Score -1.74983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 162003 members 
Entering Unmasked Estep 
Score: -17498298.000000 Penalty: 3902.147949
	Iteration 51Q: 3 clusters Score -1.74983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -17498308.000000 Penalty: 3902.147949
	Iteration 52Q: 3 clusters Score -1.749831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 162012 members 
Entering Unmasked Estep 
Score: -17498292.000000 Penalty: 3902.147949
	Iteration 53Q: 3 clusters Score -1.749829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -17498292.000000 Penalty: 3902.147949
	Iteration 54Q: 3 clusters Score -1.749829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -17498274.000000 Penalty: 3902.147949
	Iteration 55Q: 3 clusters Score -1.749827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -17498274.000000 Penalty: 3902.147949
	Iteration 56Q: 3 clusters Score -1.749827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -17498272.000000 Penalty: 3902.147949
	Iteration 57Q: 3 clusters Score -1.749827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 162042 members 
Entering Unmasked Estep 
Score: -17498270.000000 Penalty: 3902.147949
	Iteration 58Q: 3 clusters Score -1.749827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -17498278.000000 Penalty: 3902.147949
	Iteration 59Q: 3 clusters Score -1.749828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -17498272.000000 Penalty: 3902.147949
	Iteration 60F: 3 clusters Score -1.749827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -17498276.000000 Penalty: 3902.147949
	Iteration 61Q: 3 clusters Score -1.749828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -17498278.000000 Penalty: 3902.147949
	Iteration 62Q: 3 clusters Score -1.749828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 162098 members 
Entering Unmasked Estep 
Score: -17498274.000000 Penalty: 3902.147949
	Iteration 63Q: 3 clusters Score -1.749827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -17498284.000000 Penalty: 3902.147949
	Iteration 64Q: 3 clusters Score -1.749828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -17498292.000000 Penalty: 3902.147949
	Iteration 65Q: 3 clusters Score -1.749829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 162150 members 
Entering Unmasked Estep 
Score: -17498290.000000 Penalty: 3902.147949
	Iteration 66Q: 3 clusters Score -1.749829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -17498296.000000 Penalty: 3902.147949
	Iteration 67Q: 3 clusters Score -1.74983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -17498306.000000 Penalty: 3902.147949
	Iteration 68Q: 3 clusters Score -1.749831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 162180 members 
Entering Unmasked Estep 
Score: -17498312.000000 Penalty: 3902.147949
	Iteration 69Q: 3 clusters Score -1.749831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -17498302.000000 Penalty: 3902.147949
	Iteration 70Q: 3 clusters Score -1.74983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
Score: -17498304.000000 Penalty: 3902.147949
	Iteration 71Q: 3 clusters Score -1.74983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 162218 members 
Entering Unmasked Estep 
Score: -17498302.000000 Penalty: 3902.147949
	Iteration 72Q: 3 clusters Score -1.74983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -17498294.000000 Penalty: 3902.147949
	Iteration 73Q: 3 clusters Score -1.749829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -17498300.000000 Penalty: 3902.147949
	Iteration 74Q: 3 clusters Score -1.74983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -17498284.000000 Penalty: 3902.147949
	Iteration 75Q: 3 clusters Score -1.749828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 162257 members 
Entering Unmasked Estep 
Score: -17498286.000000 Penalty: 3902.147949
	Iteration 76Q: 3 clusters Score -1.749829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 162260 members 
Entering Unmasked Estep 
Score: -17498288.000000 Penalty: 3902.147949
	Iteration 77Q: 3 clusters Score -1.749829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -17498288.000000 Penalty: 3902.147949
	Iteration 78Q: 3 clusters Score -1.749829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 162265 members 
Entering Unmasked Estep 
Score: -17498280.000000 Penalty: 3902.147949
	Iteration 79Q: 3 clusters Score -1.749828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -17498286.000000 Penalty: 3902.147949
	Iteration 80F: 3 clusters Score -1.749829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -17498288.000000 Penalty: 3902.147949
	Iteration 81Q: 3 clusters Score -1.749829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 162270 members 
Entering Unmasked Estep 
Score: -17498280.000000 Penalty: 3902.147949
	Iteration 82Q: 3 clusters Score -1.749828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -17498284.000000 Penalty: 3902.147949
	Iteration 83Q: 3 clusters Score -1.749828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 162276 members 
Entering Unmasked Estep 
Score: -17498280.000000 Penalty: 3902.147949
	Iteration 84Q: 3 clusters Score -1.749828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -17498282.000000 Penalty: 3902.147949
	Iteration 85Q: 3 clusters Score -1.749828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -17498282.000000 Penalty: 3902.147949
	Iteration 86Q: 3 clusters Score -1.749828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 162286 members 
Entering Unmasked Estep 
Score: -17498276.000000 Penalty: 3902.147949
	Iteration 87Q: 3 clusters Score -1.749828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -17498276.000000 Penalty: 3902.147949
	Iteration 88Q: 3 clusters Score -1.749828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -17498274.000000 Penalty: 3902.147949
	Iteration 89Q: 3 clusters Score -1.749827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -17498274.000000 Penalty: 3902.147949
	Iteration 90F: 3 clusters Score -1.749827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Entering Unmasked Estep 
Score: -2728228.000000 Penalty: 1646.103149
	Iteration 0F: 2 clusters Score -2728228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2711224.250000 Penalty: 3292.206299
	Iteration 0F: 3 clusters Score -2711224 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2717885.500000 Penalty: 3292.206299
	Iteration 1F: 3 clusters Score -2717886 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2718651.750000 Penalty: 3292.206299
	Iteration 2F: 3 clusters Score -2718652 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2719678.000000 Penalty: 3292.206299
	Iteration 3F: 3 clusters Score -2719678 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2721089.750000 Penalty: 3292.206299
	Iteration 4F: 3 clusters Score -2721090 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2722731.750000 Penalty: 3292.206299
	Iteration 5F: 3 clusters Score -2722732 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2724148.750000 Penalty: 3292.206299
	Iteration 6F: 3 clusters Score -2724149 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2725110.250000 Penalty: 3292.206299
	Iteration 7Q: 3 clusters Score -2725110 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2725692.500000 Penalty: 3292.206299
	Iteration 8Q: 3 clusters Score -2725692 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2726035.000000 Penalty: 3292.206299
	Iteration 9Q: 3 clusters Score -2726035 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2726230.500000 Penalty: 3292.206299
	Iteration 10Q: 3 clusters Score -2726230 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2726376.250000 Penalty: 3292.206299
	Iteration 11Q: 3 clusters Score -2726376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2726468.000000 Penalty: 3292.206299
	Iteration 12Q: 3 clusters Score -2726468 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2726538.250000 Penalty: 3292.206299
	Iteration 13Q: 3 clusters Score -2726538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2726590.500000 Penalty: 3292.206299
	Iteration 14Q: 3 clusters Score -2726590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2726635.000000 Penalty: 3292.206299
	Iteration 15Q: 3 clusters Score -2726635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2726676.000000 Penalty: 3292.206299
	Iteration 16Q: 3 clusters Score -2726676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2726701.250000 Penalty: 3292.206299
	Iteration 17Q: 3 clusters Score -2726701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2726732.250000 Penalty: 3292.206299
	Iteration 18Q: 3 clusters Score -2726732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2726757.250000 Penalty: 3292.206299
	Iteration 19Q: 3 clusters Score -2726757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2726793.000000 Penalty: 3292.206299
	Iteration 20F: 3 clusters Score -2726793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2726808.250000 Penalty: 3292.206299
	Iteration 21Q: 3 clusters Score -2726808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2726825.750000 Penalty: 3292.206299
	Iteration 22Q: 3 clusters Score -2726826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2726834.250000 Penalty: 3292.206299
	Iteration 23Q: 3 clusters Score -2726834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2726847.000000 Penalty: 3292.206299
	Iteration 24Q: 3 clusters Score -2726847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2726865.750000 Penalty: 3292.206299
	Iteration 25Q: 3 clusters Score -2726866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2726884.000000 Penalty: 3292.206299
	Iteration 26Q: 3 clusters Score -2726884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2726904.250000 Penalty: 3292.206299
	Iteration 27Q: 3 clusters Score -2726904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2726914.250000 Penalty: 3292.206299
	Iteration 28Q: 3 clusters Score -2726914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2726924.750000 Penalty: 3292.206299
	Iteration 29Q: 3 clusters Score -2726925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2726926.750000 Penalty: 3292.206299
	Iteration 30Q: 3 clusters Score -2726927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2726929.750000 Penalty: 3292.206299
	Iteration 31Q: 3 clusters Score -2726930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2726935.750000 Penalty: 3292.206299
	Iteration 32Q: 3 clusters Score -2726936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2726935.250000 Penalty: 3292.206299
	Iteration 33Q: 3 clusters Score -2726935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2726935.000000 Penalty: 3292.206299
	Iteration 34Q: 3 clusters Score -2726935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2726937.000000 Penalty: 3292.206299
	Iteration 35Q: 3 clusters Score -2726937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2726940.750000 Penalty: 3292.206299
	Iteration 36Q: 3 clusters Score -2726941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2726947.750000 Penalty: 3292.206299
	Iteration 37Q: 3 clusters Score -2726948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2726944.500000 Penalty: 3292.206299
	Iteration 38Q: 3 clusters Score -2726944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2726951.000000 Penalty: 3292.206299
	Iteration 39Q: 3 clusters Score -2726951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2726950.750000 Penalty: 3292.206299
	Iteration 40F: 3 clusters Score -2726951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2726953.250000 Penalty: 3292.206299
	Iteration 41Q: 3 clusters Score -2726953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2726953.250000 Penalty: 3292.206299
	Iteration 42F: 3 clusters Score -2726953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -1620222.750000 Penalty: 1560.760010
	Iteration 0F: 2 clusters Score -1620223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1609878.375000 Penalty: 3121.520020
	Iteration 0F: 3 clusters Score -1609878 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1613519.000000 Penalty: 3121.520020
	Iteration 1F: 3 clusters Score -1613519 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1613777.125000 Penalty: 3121.520020
	Iteration 2F: 3 clusters Score -1613777 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1613998.250000 Penalty: 3121.520020
	Iteration 3Q: 3 clusters Score -1613998 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1614218.750000 Penalty: 3121.520020
	Iteration 4Q: 3 clusters Score -1614219 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1614466.000000 Penalty: 3121.520020
	Iteration 5Q: 3 clusters Score -1614466 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1614794.000000 Penalty: 3121.520020
	Iteration 6Q: 3 clusters Score -1614794 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1615257.750000 Penalty: 3121.520020
	Iteration 7F: 3 clusters Score -1615258 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1615901.375000 Penalty: 3121.520020
	Iteration 8F: 3 clusters Score -1615901 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1616698.375000 Penalty: 3121.520020
	Iteration 9F: 3 clusters Score -1616698 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1617502.125000 Penalty: 3121.520020
	Iteration 10F: 3 clusters Score -1617502 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1618138.875000 Penalty: 3121.520020
	Iteration 11Q: 3 clusters Score -1618139 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1618518.000000 Penalty: 3121.520020
	Iteration 12Q: 3 clusters Score -1618518 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1618710.500000 Penalty: 3121.520020
	Iteration 13Q: 3 clusters Score -1618710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1618806.625000 Penalty: 3121.520020
	Iteration 14Q: 3 clusters Score -1618807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1618861.500000 Penalty: 3121.520020
	Iteration 15Q: 3 clusters Score -1618862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1618896.250000 Penalty: 3121.520020
	Iteration 16Q: 3 clusters Score -1618896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1618916.500000 Penalty: 3121.520020
	Iteration 17Q: 3 clusters Score -1618916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1618929.875000 Penalty: 3121.520020
	Iteration 18Q: 3 clusters Score -1618930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1618941.500000 Penalty: 3121.520020
	Iteration 19Q: 3 clusters Score -1618942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1618949.875000 Penalty: 3121.520020
	Iteration 20F: 3 clusters Score -1618950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1618963.875000 Penalty: 3121.520020
	Iteration 21Q: 3 clusters Score -1618964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1618970.000000 Penalty: 3121.520020
	Iteration 22Q: 3 clusters Score -1618970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1618979.125000 Penalty: 3121.520020
	Iteration 23Q: 3 clusters Score -1618979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1618980.500000 Penalty: 3121.520020
	Iteration 24Q: 3 clusters Score -1618980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1618982.375000 Penalty: 3121.520020
	Iteration 25Q: 3 clusters Score -1618982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1618982.375000 Penalty: 3121.520020
	Iteration 26Q: 3 clusters Score -1618982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1618983.500000 Penalty: 3121.520020
	Iteration 27Q: 3 clusters Score -1618984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1618985.125000 Penalty: 3121.520020
	Iteration 28Q: 3 clusters Score -1618985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1618985.125000 Penalty: 3121.520020
	Iteration 29F: 3 clusters Score -1618985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Entering Unmasked Estep 
Score: -2616140.500000 Penalty: 1645.954102
	Iteration 0F: 2 clusters Score -2616140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2599184.500000 Penalty: 3291.908203
	Iteration 0F: 3 clusters Score -2599184 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2605613.250000 Penalty: 3291.908203
	Iteration 1F: 3 clusters Score -2605613 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2606111.500000 Penalty: 3291.908203
	Iteration 2Q: 3 clusters Score -2606112 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2606782.000000 Penalty: 3291.908203
	Iteration 3Q: 3 clusters Score -2606782 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2607633.250000 Penalty: 3291.908203
	Iteration 4F: 3 clusters Score -2607633 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2608668.500000 Penalty: 3291.908203
	Iteration 5F: 3 clusters Score -2608668 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2609754.750000 Penalty: 3291.908203
	Iteration 6F: 3 clusters Score -2609755 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2610698.750000 Penalty: 3291.908203
	Iteration 7F: 3 clusters Score -2610699 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2611325.500000 Penalty: 3291.908203
	Iteration 8Q: 3 clusters Score -2611326 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2611675.250000 Penalty: 3291.908203
	Iteration 9Q: 3 clusters Score -2611675 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2611875.500000 Penalty: 3291.908203
	Iteration 10Q: 3 clusters Score -2611876 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2611978.750000 Penalty: 3291.908203
	Iteration 11Q: 3 clusters Score -2611979 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2612042.500000 Penalty: 3291.908203
	Iteration 12Q: 3 clusters Score -2612042 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2612117.750000 Penalty: 3291.908203
	Iteration 13Q: 3 clusters Score -2612118 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2612190.750000 Penalty: 3291.908203
	Iteration 14Q: 3 clusters Score -2612191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2612252.750000 Penalty: 3291.908203
	Iteration 15Q: 3 clusters Score -2612253 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2612312.000000 Penalty: 3291.908203
	Iteration 16Q: 3 clusters Score -2612312 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2612362.750000 Penalty: 3291.908203
	Iteration 17Q: 3 clusters Score -2612363 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2612424.500000 Penalty: 3291.908203
	Iteration 18Q: 3 clusters Score -2612424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2612472.000000 Penalty: 3291.908203
	Iteration 19Q: 3 clusters Score -2612472 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2612510.000000 Penalty: 3291.908203
	Iteration 20F: 3 clusters Score -2612510 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2612566.750000 Penalty: 3291.908203
	Iteration 21Q: 3 clusters Score -2612567 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2612615.250000 Penalty: 3291.908203
	Iteration 22Q: 3 clusters Score -2612615 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2612663.250000 Penalty: 3291.908203
	Iteration 23Q: 3 clusters Score -2612663 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2612717.500000 Penalty: 3291.908203
	Iteration 24Q: 3 clusters Score -2612718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2612745.000000 Penalty: 3291.908203
	Iteration 25Q: 3 clusters Score -2612745 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2612794.250000 Penalty: 3291.908203
	Iteration 26Q: 3 clusters Score -2612794 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2612827.000000 Penalty: 3291.908203
	Iteration 27Q: 3 clusters Score -2612827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2612867.750000 Penalty: 3291.908203
	Iteration 28Q: 3 clusters Score -2612868 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2612896.250000 Penalty: 3291.908203
	Iteration 29Q: 3 clusters Score -2612896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2612921.000000 Penalty: 3291.908203
	Iteration 30Q: 3 clusters Score -2612921 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2612948.250000 Penalty: 3291.908203
	Iteration 31Q: 3 clusters Score -2612948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2612973.500000 Penalty: 3291.908203
	Iteration 32Q: 3 clusters Score -2612974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2613000.250000 Penalty: 3291.908203
	Iteration 33Q: 3 clusters Score -2613000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2613016.500000 Penalty: 3291.908203
	Iteration 34Q: 3 clusters Score -2613016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2613035.750000 Penalty: 3291.908203
	Iteration 35Q: 3 clusters Score -2613036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2613053.250000 Penalty: 3291.908203
	Iteration 36Q: 3 clusters Score -2613053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2613063.500000 Penalty: 3291.908203
	Iteration 37Q: 3 clusters Score -2613064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2613060.250000 Penalty: 3291.908203
	Iteration 38Q: 3 clusters Score -2613060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2613076.250000 Penalty: 3291.908203
	Iteration 39Q: 3 clusters Score -2613076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2613081.000000 Penalty: 3291.908203
	Iteration 40F: 3 clusters Score -2613081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2613086.500000 Penalty: 3291.908203
	Iteration 41Q: 3 clusters Score -2613086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2613098.500000 Penalty: 3291.908203
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2613106 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2613118 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2613130 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2613138 nChanged 80
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Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2613153 nChanged 93
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Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2613173 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2613182 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2613184 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2613193.000000 Penalty: 3291.908203
	Iteration 51Q: 3 clusters Score -2613193 nChanged 92
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Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2613208 nChanged 76
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Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2613216 nChanged 75
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Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2613227 nChanged 69
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Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2613234 nChanged 71
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Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2613234 nChanged 70
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Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2613252 nChanged 56
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2613248 nChanged 56
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Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2613248 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2613261 nChanged 71
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Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2613268 nChanged 53
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Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2613272 nChanged 50
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Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2613280 nChanged 62
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Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2613281 nChanged 60
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Mstep: Class 1 contains 17516 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2613290 nChanged 51
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Mstep: Class 1 contains 17567 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2613287 nChanged 68
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Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2613294 nChanged 70
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Mstep: Class 1 contains 17701 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2613304 nChanged 69
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Mstep: Class 1 contains 17770 members 
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	Iteration 69Q: 3 clusters Score -2613317 nChanged 69
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Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 7225 members 
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	Iteration 70Q: 3 clusters Score -2613324 nChanged 49
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Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2613332 nChanged 64
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Mstep: Class 1 contains 17942 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 7050 members 
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	Iteration 73Q: 3 clusters Score -2613338 nChanged 78
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Mstep: Class 1 contains 18084 members 
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	Iteration 74Q: 3 clusters Score -2613344 nChanged 77
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Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 6901 members 
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	Iteration 75Q: 3 clusters Score -2613362 nChanged 77
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	Iteration 76Q: 3 clusters Score -2613372 nChanged 79
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2613389 nChanged 95
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Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2613400 nChanged 90
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Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2613421 nChanged 91
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Mstep: Class 1 contains 18565 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2613434 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2613437 nChanged 84
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Mstep: Class 1 contains 18727 members 
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	Iteration 82Q: 3 clusters Score -2613453 nChanged 96
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Mstep: Class 1 contains 18821 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2613465 nChanged 99
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Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6142 members 
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	Iteration 84Q: 3 clusters Score -2613474 nChanged 102
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Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 6046 members 
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	Iteration 85Q: 3 clusters Score -2613478 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2613503 nChanged 93
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 5868 members 
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	Iteration 87Q: 3 clusters Score -2613516 nChanged 91
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Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 5777 members 
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	Iteration 88Q: 3 clusters Score -2613535 nChanged 91
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Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2613546 nChanged 95
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Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2613572 nChanged 111
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Mstep: Class 1 contains 19572 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2613594 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19676 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2613612 nChanged 149
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Mstep: Class 1 contains 19819 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2613648 nChanged 159
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Mstep: Class 1 contains 19960 members 
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	Iteration 94Q: 3 clusters Score -2613684 nChanged 152
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Mstep: Class 1 contains 20104 members 
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	Iteration 95Q: 3 clusters Score -2613716 nChanged 143
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Mstep: Class 1 contains 20241 members 
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	Iteration 96Q: 3 clusters Score -2613754 nChanged 163
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	Iteration 97Q: 3 clusters Score -2613793 nChanged 151
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Mstep: Class 1 contains 20543 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2613826 nChanged 154
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Mstep: Class 1 contains 20693 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2613849 nChanged 144
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Mstep: Class 1 contains 20831 members 
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	Iteration 100F: 3 clusters Score -2613894 nChanged 151
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Mstep: Class 1 contains 20976 members 
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	Iteration 101Q: 3 clusters Score -2613932 nChanged 133
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Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3961 members 
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	Iteration 102Q: 3 clusters Score -2613945 nChanged 126
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Mstep: Class 1 contains 21215 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2613970 nChanged 106
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Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3737 members 
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	Iteration 104Q: 3 clusters Score -2613990 nChanged 111
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2614018 nChanged 94
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Mstep: Class 1 contains 21526 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2614028 nChanged 90
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2614046 nChanged 78
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Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2614062 nChanged 92
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Mstep: Class 1 contains 21784 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2614080 nChanged 93
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2614105 nChanged 91
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Mstep: Class 1 contains 21960 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2614116 nChanged 95
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Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2614135 nChanged 96
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2614166 nChanged 83
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2614198 nChanged 88
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2614202 nChanged 80
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2614216 nChanged 76
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2614232 nChanged 96
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2614271 nChanged 99
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	Iteration 119Q: 3 clusters Score -2614286 nChanged 83
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2614307 nChanged 102
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	Iteration 121Q: 3 clusters Score -2614336 nChanged 87
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2614357 nChanged 73
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Mstep: Class 1 contains 23008 members 
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	Iteration 123Q: 3 clusters Score -2614387 nChanged 87
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Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2614405 nChanged 76
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2614424 nChanged 78
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2614452 nChanged 66
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2614478 nChanged 80
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2614500 nChanged 74
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2614529 nChanged 64
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	Iteration 130Q: 3 clusters Score -2614550 nChanged 66
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	Iteration 131Q: 3 clusters Score -2614561 nChanged 65
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	Iteration 132Q: 3 clusters Score -2614579 nChanged 56
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2614606 nChanged 53
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Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2614628 nChanged 56
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Entering Unmasked Estep 
Score: -2614646.500000 Penalty: 3291.908203
	Iteration 135Q: 3 clusters Score -2614646 nChanged 37
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Entering Unmasked Estep 
Score: -2614654.750000 Penalty: 3291.908203
	Iteration 136Q: 3 clusters Score -2614655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2614665.750000 Penalty: 3291.908203
	Iteration 137Q: 3 clusters Score -2614666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2614673.250000 Penalty: 3291.908203
	Iteration 138Q: 3 clusters Score -2614673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2614693.250000 Penalty: 3291.908203
	Iteration 139Q: 3 clusters Score -2614693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2614709.000000 Penalty: 3291.908203
	Iteration 140F: 3 clusters Score -2614709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2614721.250000 Penalty: 3291.908203
	Iteration 141Q: 3 clusters Score -2614721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2614727.000000 Penalty: 3291.908203
	Iteration 142Q: 3 clusters Score -2614727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2614743.750000 Penalty: 3291.908203
	Iteration 143Q: 3 clusters Score -2614744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2614752.750000 Penalty: 3291.908203
	Iteration 144Q: 3 clusters Score -2614753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2614759.000000 Penalty: 3291.908203
	Iteration 145Q: 3 clusters Score -2614759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2614766.500000 Penalty: 3291.908203
	Iteration 146Q: 3 clusters Score -2614766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2614775.500000 Penalty: 3291.908203
	Iteration 147Q: 3 clusters Score -2614776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2614782.750000 Penalty: 3291.908203
	Iteration 148Q: 3 clusters Score -2614783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2614784.500000 Penalty: 3291.908203
	Iteration 149Q: 3 clusters Score -2614784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2614788.500000 Penalty: 3291.908203
	Iteration 150Q: 3 clusters Score -2614788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2614795.000000 Penalty: 3291.908203
	Iteration 151Q: 3 clusters Score -2614795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2614800.000000 Penalty: 3291.908203
	Iteration 152Q: 3 clusters Score -2614800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2614808.750000 Penalty: 3291.908203
	Iteration 153Q: 3 clusters Score -2614809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2614811.000000 Penalty: 3291.908203
	Iteration 154Q: 3 clusters Score -2614811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2614812.000000 Penalty: 3291.908203
	Iteration 155Q: 3 clusters Score -2614812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2614816.500000 Penalty: 3291.908203
	Iteration 156Q: 3 clusters Score -2614816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2614817.250000 Penalty: 3291.908203
	Iteration 157Q: 3 clusters Score -2614817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2614822.250000 Penalty: 3291.908203
	Iteration 158Q: 3 clusters Score -2614822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2614828.250000 Penalty: 3291.908203
	Iteration 159Q: 3 clusters Score -2614828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2614828.250000 Penalty: 3291.908203
	Iteration 160F: 3 clusters Score -2614828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Entering Unmasked Estep 
Score: -18067862.000000 Penalty: 1955.991821
	Iteration 0F: 2 clusters Score -1.806786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -17958844.000000 Penalty: 3911.983643
	Iteration 0F: 3 clusters Score -1.795884e+07 nChanged 81711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -18007080.000000 Penalty: 3911.983643
	Iteration 1F: 3 clusters Score -1.800708e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -18008020.000000 Penalty: 3911.983643
	Iteration 2Q: 3 clusters Score -1.800802e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -18009292.000000 Penalty: 3911.983643
	Iteration 3Q: 3 clusters Score -1.800929e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -18011006.000000 Penalty: 3911.983643
	Iteration 4Q: 3 clusters Score -1.801101e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -18014082.000000 Penalty: 3911.983643
	Iteration 5Q: 3 clusters Score -1.801408e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -18019246.000000 Penalty: 3911.983643
	Iteration 6F: 3 clusters Score -1.801925e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -18027798.000000 Penalty: 3911.983643
	Iteration 7F: 3 clusters Score -1.80278e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -18037260.000000 Penalty: 3911.983643
	Iteration 8F: 3 clusters Score -1.803726e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -18042690.000000 Penalty: 3911.983643
	Iteration 9F: 3 clusters Score -1.804269e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -18044486.000000 Penalty: 3911.983643
	Iteration 10Q: 3 clusters Score -1.804449e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -18045386.000000 Penalty: 3911.983643
	Iteration 11Q: 3 clusters Score -1.804539e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -18046162.000000 Penalty: 3911.983643
	Iteration 12Q: 3 clusters Score -1.804616e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -18047232.000000 Penalty: 3911.983643
	Iteration 13Q: 3 clusters Score -1.804723e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -18048414.000000 Penalty: 3911.983643
	Iteration 14Q: 3 clusters Score -1.804841e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -18049708.000000 Penalty: 3911.983643
	Iteration 15Q: 3 clusters Score -1.804971e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -18051218.000000 Penalty: 3911.983643
	Iteration 16Q: 3 clusters Score -1.805122e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -18052884.000000 Penalty: 3911.983643
	Iteration 17Q: 3 clusters Score -1.805288e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -18054572.000000 Penalty: 3911.983643
	Iteration 18Q: 3 clusters Score -1.805457e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136438 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -18056310.000000 Penalty: 3911.983643
	Iteration 19Q: 3 clusters Score -1.805631e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -18057906.000000 Penalty: 3911.983643
	Iteration 20F: 3 clusters Score -1.805791e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -18059570.000000 Penalty: 3911.983643
	Iteration 21Q: 3 clusters Score -1.805957e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -18061008.000000 Penalty: 3911.983643
	Iteration 22Q: 3 clusters Score -1.806101e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -18062306.000000 Penalty: 3911.983643
	Iteration 23Q: 3 clusters Score -1.806231e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -18063552.000000 Penalty: 3911.983643
	Iteration 24Q: 3 clusters Score -1.806355e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152166 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -18064432.000000 Penalty: 3911.983643
	Iteration 25Q: 3 clusters Score -1.806443e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -18065010.000000 Penalty: 3911.983643
	Iteration 26Q: 3 clusters Score -1.806501e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -18065568.000000 Penalty: 3911.983643
	Iteration 27Q: 3 clusters Score -1.806557e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -18065954.000000 Penalty: 3911.983643
	Iteration 28Q: 3 clusters Score -1.806595e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -18066224.000000 Penalty: 3911.983643
	Iteration 29Q: 3 clusters Score -1.806622e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -18066420.000000 Penalty: 3911.983643
	Iteration 30Q: 3 clusters Score -1.806642e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -18066686.000000 Penalty: 3911.983643
	Iteration 31Q: 3 clusters Score -1.806669e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -18066874.000000 Penalty: 3911.983643
	Iteration 32Q: 3 clusters Score -1.806687e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -18067014.000000 Penalty: 3911.983643
	Iteration 33Q: 3 clusters Score -1.806701e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -18067112.000000 Penalty: 3911.983643
	Iteration 34Q: 3 clusters Score -1.806711e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -18067126.000000 Penalty: 3911.983643
	Iteration 35Q: 3 clusters Score -1.806713e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -18067202.000000 Penalty: 3911.983643
	Iteration 36Q: 3 clusters Score -1.80672e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -18067266.000000 Penalty: 3911.983643
	Iteration 37Q: 3 clusters Score -1.806727e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -18067206.000000 Penalty: 3911.983643
	Iteration 38Q: 3 clusters Score -1.806721e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18067222.000000 Penalty: 3911.983643
	Iteration 39Q: 3 clusters Score -1.806722e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18067204.000000 Penalty: 3911.983643
	Iteration 40F: 3 clusters Score -1.80672e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -18067186.000000 Penalty: 3911.983643
	Iteration 41Q: 3 clusters Score -1.806719e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -18067138.000000 Penalty: 3911.983643
	Iteration 42Q: 3 clusters Score -1.806714e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166206 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -18067148.000000 Penalty: 3911.983643
	Iteration 43Q: 3 clusters Score -1.806715e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18067172.000000 Penalty: 3911.983643
	Iteration 44Q: 3 clusters Score -1.806717e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18067164.000000 Penalty: 3911.983643
	Iteration 45Q: 3 clusters Score -1.806716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18067138.000000 Penalty: 3911.983643
	Iteration 46Q: 3 clusters Score -1.806714e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18067128.000000 Penalty: 3911.983643
	Iteration 47Q: 3 clusters Score -1.806713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18067050.000000 Penalty: 3911.983643
	Iteration 48Q: 3 clusters Score -1.806705e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -18067024.000000 Penalty: 3911.983643
	Iteration 49Q: 3 clusters Score -1.806702e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -18066994.000000 Penalty: 3911.983643
	Iteration 50Q: 3 clusters Score -1.806699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18066990.000000 Penalty: 3911.983643
	Iteration 51Q: 3 clusters Score -1.806699e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -18066990.000000 Penalty: 3911.983643
	Iteration 52Q: 3 clusters Score -1.806699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18066972.000000 Penalty: 3911.983643
	Iteration 53Q: 3 clusters Score -1.806697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18066952.000000 Penalty: 3911.983643
	Iteration 54Q: 3 clusters Score -1.806695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18066946.000000 Penalty: 3911.983643
	Iteration 55Q: 3 clusters Score -1.806695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167093 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -18066942.000000 Penalty: 3911.983643
	Iteration 56Q: 3 clusters Score -1.806694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167126 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -18066946.000000 Penalty: 3911.983643
	Iteration 57Q: 3 clusters Score -1.806695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -18066924.000000 Penalty: 3911.983643
	Iteration 58Q: 3 clusters Score -1.806692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167177 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18066924.000000 Penalty: 3911.983643
	Iteration 59Q: 3 clusters Score -1.806692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18066926.000000 Penalty: 3911.983643
	Iteration 60F: 3 clusters Score -1.806693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167228 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -18066918.000000 Penalty: 3911.983643
	Iteration 61Q: 3 clusters Score -1.806692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -18066922.000000 Penalty: 3911.983643
	Iteration 62Q: 3 clusters Score -1.806692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18066918.000000 Penalty: 3911.983643
	Iteration 63Q: 3 clusters Score -1.806692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18066902.000000 Penalty: 3911.983643
	Iteration 64Q: 3 clusters Score -1.80669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18066900.000000 Penalty: 3911.983643
	Iteration 65Q: 3 clusters Score -1.80669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -18066886.000000 Penalty: 3911.983643
	Iteration 66Q: 3 clusters Score -1.806689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -18066892.000000 Penalty: 3911.983643
	Iteration 67Q: 3 clusters Score -1.806689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -18066878.000000 Penalty: 3911.983643
	Iteration 68Q: 3 clusters Score -1.806688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -18066884.000000 Penalty: 3911.983643
	Iteration 69Q: 3 clusters Score -1.806688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -18066876.000000 Penalty: 3911.983643
	Iteration 70Q: 3 clusters Score -1.806688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -18066880.000000 Penalty: 3911.983643
	Iteration 71Q: 3 clusters Score -1.806688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18066864.000000 Penalty: 3911.983643
	Iteration 72Q: 3 clusters Score -1.806686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -18066858.000000 Penalty: 3911.983643
	Iteration 73Q: 3 clusters Score -1.806686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18066876.000000 Penalty: 3911.983643
	Iteration 74Q: 3 clusters Score -1.806688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -18066858.000000 Penalty: 3911.983643
	Iteration 75Q: 3 clusters Score -1.806686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18066858.000000 Penalty: 3911.983643
	Iteration 76Q: 3 clusters Score -1.806686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18066860.000000 Penalty: 3911.983643
	Iteration 77Q: 3 clusters Score -1.806686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167416 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18066864.000000 Penalty: 3911.983643
	Iteration 78Q: 3 clusters Score -1.806686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18066860.000000 Penalty: 3911.983643
	Iteration 79Q: 3 clusters Score -1.806686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18066856.000000 Penalty: 3911.983643
	Iteration 80F: 3 clusters Score -1.806686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18066858.000000 Penalty: 3911.983643
	Iteration 81Q: 3 clusters Score -1.806686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18066852.000000 Penalty: 3911.983643
	Iteration 82Q: 3 clusters Score -1.806685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -18066844.000000 Penalty: 3911.983643
	Iteration 83Q: 3 clusters Score -1.806684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -18066840.000000 Penalty: 3911.983643
	Iteration 84Q: 3 clusters Score -1.806684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18066848.000000 Penalty: 3911.983643
	Iteration 85Q: 3 clusters Score -1.806685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18066844.000000 Penalty: 3911.983643
	Iteration 86Q: 3 clusters Score -1.806684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18066846.000000 Penalty: 3911.983643
	Iteration 87Q: 3 clusters Score -1.806685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18066856.000000 Penalty: 3911.983643
	Iteration 88Q: 3 clusters Score -1.806686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18066846.000000 Penalty: 3911.983643
	Iteration 89Q: 3 clusters Score -1.806685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -18066842.000000 Penalty: 3911.983643
	Iteration 90Q: 3 clusters Score -1.806684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167472 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -18066830.000000 Penalty: 3911.983643
	Iteration 91Q: 3 clusters Score -1.806683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -18066836.000000 Penalty: 3911.983643
	Iteration 92Q: 3 clusters Score -1.806684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18066830.000000 Penalty: 3911.983643
	Iteration 93Q: 3 clusters Score -1.806683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -18066818.000000 Penalty: 3911.983643
	Iteration 94Q: 3 clusters Score -1.806682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -18066826.000000 Penalty: 3911.983643
	Iteration 95Q: 3 clusters Score -1.806683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -18066830.000000 Penalty: 3911.983643
	Iteration 96Q: 3 clusters Score -1.806683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18066824.000000 Penalty: 3911.983643
	Iteration 97Q: 3 clusters Score -1.806682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167531 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18066820.000000 Penalty: 3911.983643
	Iteration 98Q: 3 clusters Score -1.806682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18066818.000000 Penalty: 3911.983643
	Iteration 99Q: 3 clusters Score -1.806682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18066828.000000 Penalty: 3911.983643
	Iteration 100F: 3 clusters Score -1.806683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18066824.000000 Penalty: 3911.983643
	Iteration 101Q: 3 clusters Score -1.806682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -18066842.000000 Penalty: 3911.983643
	Iteration 102Q: 3 clusters Score -1.806684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18066842.000000 Penalty: 3911.983643
	Iteration 103Q: 3 clusters Score -1.806684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18066842.000000 Penalty: 3911.983643
	Iteration 104Q: 3 clusters Score -1.806684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18066840.000000 Penalty: 3911.983643
	Iteration 105Q: 3 clusters Score -1.806684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18066838.000000 Penalty: 3911.983643
	Iteration 106Q: 3 clusters Score -1.806684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -18066846.000000 Penalty: 3911.983643
	Iteration 107Q: 3 clusters Score -1.806685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -18066830.000000 Penalty: 3911.983643
	Iteration 108Q: 3 clusters Score -1.806683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18066828.000000 Penalty: 3911.983643
	Iteration 109Q: 3 clusters Score -1.806683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18066830.000000 Penalty: 3911.983643
	Iteration 110Q: 3 clusters Score -1.806683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18066828.000000 Penalty: 3911.983643
	Iteration 111Q: 3 clusters Score -1.806683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167584 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18066820.000000 Penalty: 3911.983643
	Iteration 112Q: 3 clusters Score -1.806682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167584 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18066820.000000 Penalty: 3911.983643
	Iteration 113Q: 3 clusters Score -1.806682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -18066824.000000 Penalty: 3911.983643
	Iteration 114Q: 3 clusters Score -1.806682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18066816.000000 Penalty: 3911.983643
	Iteration 115Q: 3 clusters Score -1.806682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18066816.000000 Penalty: 3911.983643
	Iteration 116F: 3 clusters Score -1.806682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -278934.062500 Penalty: 1289.881348
	Iteration 0F: 2 clusters Score -278934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -276371.500000 Penalty: 2579.762695
	Iteration 0F: 3 clusters Score -276371.5 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -277010.593750 Penalty: 2579.762695
	Iteration 1F: 3 clusters Score -277010.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -277203.437500 Penalty: 2579.762695
	Iteration 2F: 3 clusters Score -277203.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -277326.656250 Penalty: 2579.762695
	Iteration 3F: 3 clusters Score -277326.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -277416.718750 Penalty: 2579.762695
	Iteration 4Q: 3 clusters Score -277416.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -277483.281250 Penalty: 2579.762695
	Iteration 5Q: 3 clusters Score -277483.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -277537.312500 Penalty: 2579.762695
	Iteration 6Q: 3 clusters Score -277537.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -277593.625000 Penalty: 2579.762695
	Iteration 7Q: 3 clusters Score -277593.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -277645.593750 Penalty: 2579.762695
	Iteration 8Q: 3 clusters Score -277645.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -277689.000000 Penalty: 2579.762695
	Iteration 9Q: 3 clusters Score -277689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277722.687500 Penalty: 2579.762695
	Iteration 10Q: 3 clusters Score -277722.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -277763.468750 Penalty: 2579.762695
	Iteration 11Q: 3 clusters Score -277763.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277803.218750 Penalty: 2579.762695
	Iteration 12Q: 3 clusters Score -277803.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -277842.187500 Penalty: 2579.762695
	Iteration 13Q: 3 clusters Score -277842.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -277881.593750 Penalty: 2579.762695
	Iteration 14Q: 3 clusters Score -277881.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277903.031250 Penalty: 2579.762695
	Iteration 15Q: 3 clusters Score -277903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -277911.968750 Penalty: 2579.762695
	Iteration 16Q: 3 clusters Score -277912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -277923.750000 Penalty: 2579.762695
	Iteration 17Q: 3 clusters Score -277923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -277928.531250 Penalty: 2579.762695
	Iteration 18Q: 3 clusters Score -277928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -277932.687500 Penalty: 2579.762695
	Iteration 19Q: 3 clusters Score -277932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -277936.187500 Penalty: 2579.762695
	Iteration 20F: 3 clusters Score -277936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -277941.375000 Penalty: 2579.762695
	Iteration 21Q: 3 clusters Score -277941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -277943.562500 Penalty: 2579.762695
	Iteration 22Q: 3 clusters Score -277943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -277945.875000 Penalty: 2579.762695
	Iteration 23Q: 3 clusters Score -277945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -277950.000000 Penalty: 2579.762695
	Iteration 24Q: 3 clusters Score -277950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -277958.000000 Penalty: 2579.762695
	Iteration 25Q: 3 clusters Score -277958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277964.781250 Penalty: 2579.762695
	Iteration 26Q: 3 clusters Score -277964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -277971.687500 Penalty: 2579.762695
	Iteration 27Q: 3 clusters Score -277971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -277974.562500 Penalty: 2579.762695
	Iteration 28Q: 3 clusters Score -277974.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -277980.781250 Penalty: 2579.762695
	Iteration 29Q: 3 clusters Score -277980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -277990.968750 Penalty: 2579.762695
	Iteration 30Q: 3 clusters Score -277991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -278002.687500 Penalty: 2579.762695
	Iteration 31Q: 3 clusters Score -278002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -278011.375000 Penalty: 2579.762695
	Iteration 32Q: 3 clusters Score -278011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -278023.562500 Penalty: 2579.762695
	Iteration 33Q: 3 clusters Score -278023.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -278040.812500 Penalty: 2579.762695
	Iteration 34Q: 3 clusters Score -278040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -278054.312500 Penalty: 2579.762695
	Iteration 35Q: 3 clusters Score -278054.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -278078.125000 Penalty: 2579.762695
	Iteration 36Q: 3 clusters Score -278078.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -278106.593750 Penalty: 2579.762695
	Iteration 37Q: 3 clusters Score -278106.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -278170.093750 Penalty: 2579.762695
	Iteration 38Q: 3 clusters Score -278170.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -278225.656250 Penalty: 2579.762695
	Iteration 39Q: 3 clusters Score -278225.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -278284.500000 Penalty: 2579.762695
	Iteration 40F: 3 clusters Score -278284.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -278312.562500 Penalty: 2579.762695
	Iteration 41Q: 3 clusters Score -278312.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -278322.187500 Penalty: 2579.762695
	Iteration 42Q: 3 clusters Score -278322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -278336.281250 Penalty: 2579.762695
	Iteration 43Q: 3 clusters Score -278336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -278345.468750 Penalty: 2579.762695
	Iteration 44Q: 3 clusters Score -278345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -278360.812500 Penalty: 2579.762695
	Iteration 45Q: 3 clusters Score -278360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -278378.156250 Penalty: 2579.762695
	Iteration 46Q: 3 clusters Score -278378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -278387.500000 Penalty: 2579.762695
	Iteration 47Q: 3 clusters Score -278387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -278396.656250 Penalty: 2579.762695
	Iteration 48Q: 3 clusters Score -278396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -278404.281250 Penalty: 2579.762695
	Iteration 49Q: 3 clusters Score -278404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -278406.500000 Penalty: 2579.762695
	Iteration 50Q: 3 clusters Score -278406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -278406.500000 Penalty: 2579.762695
	Iteration 51F: 3 clusters Score -278406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -481395.718750 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -481395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -477390.781250 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -477390.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -478542.531250 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -478542.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -478744.125000 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -478744.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -478894.312500 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -478894.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -479015.687500 Penalty: 2762.978027
	Iteration 4Q: 3 clusters Score -479015.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -479127.531250 Penalty: 2762.978027
	Iteration 5Q: 3 clusters Score -479127.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -479223.406250 Penalty: 2762.978027
	Iteration 6Q: 3 clusters Score -479223.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -479298.250000 Penalty: 2762.978027
	Iteration 7Q: 3 clusters Score -479298.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -479370.593750 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -479370.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -479457.718750 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -479457.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -479528.750000 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -479528.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -479608.093750 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -479608.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -479681.593750 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -479681.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -479754.375000 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -479754.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -479837.000000 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -479837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -479907.312500 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -479907.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -479957.062500 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -479957.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -479995.750000 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -479995.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -480032.468750 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -480032.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -480064.281250 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -480064.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -480080.500000 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -480080.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -480097.812500 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -480097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -480112.000000 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -480112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -480128.156250 Penalty: 2762.978027
	Iteration 23Q: 3 clusters Score -480128.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -480140.312500 Penalty: 2762.978027
	Iteration 24Q: 3 clusters Score -480140.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -480153.312500 Penalty: 2762.978027
	Iteration 25Q: 3 clusters Score -480153.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -480170.000000 Penalty: 2762.978027
	Iteration 26Q: 3 clusters Score -480170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -480187.750000 Penalty: 2762.978027
	Iteration 27Q: 3 clusters Score -480187.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -480199.687500 Penalty: 2762.978027
	Iteration 28Q: 3 clusters Score -480199.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -480211.656250 Penalty: 2762.978027
	Iteration 29Q: 3 clusters Score -480211.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -480223.625000 Penalty: 2762.978027
	Iteration 30Q: 3 clusters Score -480223.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -480236.250000 Penalty: 2762.978027
	Iteration 31Q: 3 clusters Score -480236.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -480248.500000 Penalty: 2762.978027
	Iteration 32Q: 3 clusters Score -480248.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -480265.062500 Penalty: 2762.978027
	Iteration 33Q: 3 clusters Score -480265.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -480280.250000 Penalty: 2762.978027
	Iteration 34Q: 3 clusters Score -480280.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -480293.656250 Penalty: 2762.978027
	Iteration 35Q: 3 clusters Score -480293.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -480314.281250 Penalty: 2762.978027
	Iteration 36Q: 3 clusters Score -480314.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -480340.250000 Penalty: 2762.978027
	Iteration 37Q: 3 clusters Score -480340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -480357.718750 Penalty: 2762.978027
	Iteration 38Q: 3 clusters Score -480357.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -480371.031250 Penalty: 2762.978027
	Iteration 39Q: 3 clusters Score -480371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -480384.906250 Penalty: 2762.978027
	Iteration 40F: 3 clusters Score -480384.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -480394.593750 Penalty: 2762.978027
	Iteration 41Q: 3 clusters Score -480394.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -480408.062500 Penalty: 2762.978027
	Iteration 42Q: 3 clusters Score -480408.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -480419.500000 Penalty: 2762.978027
	Iteration 43Q: 3 clusters Score -480419.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -480427.812500 Penalty: 2762.978027
	Iteration 44Q: 3 clusters Score -480427.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480435.781250 Penalty: 2762.978027
	Iteration 45Q: 3 clusters Score -480435.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -480443.468750 Penalty: 2762.978027
	Iteration 46Q: 3 clusters Score -480443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -480446.500000 Penalty: 2762.978027
	Iteration 47Q: 3 clusters Score -480446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -480450.031250 Penalty: 2762.978027
	Iteration 48Q: 3 clusters Score -480450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -480452.468750 Penalty: 2762.978027
	Iteration 49Q: 3 clusters Score -480452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -480455.343750 Penalty: 2762.978027
	Iteration 50Q: 3 clusters Score -480455.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -480458.812500 Penalty: 2762.978027
	Iteration 51Q: 3 clusters Score -480458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -480462.031250 Penalty: 2762.978027
	Iteration 52Q: 3 clusters Score -480462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480467.875000 Penalty: 2762.978027
	Iteration 53Q: 3 clusters Score -480467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -480472.781250 Penalty: 2762.978027
	Iteration 54Q: 3 clusters Score -480472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -480475.250000 Penalty: 2762.978027
	Iteration 55Q: 3 clusters Score -480475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -480476.500000 Penalty: 2762.978027
	Iteration 56Q: 3 clusters Score -480476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -480476.062500 Penalty: 2762.978027
	Iteration 57Q: 3 clusters Score -480476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -480476.937500 Penalty: 2762.978027
	Iteration 58Q: 3 clusters Score -480476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -480477.375000 Penalty: 2762.978027
	Iteration 59Q: 3 clusters Score -480477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -480478.187500 Penalty: 2762.978027
	Iteration 60F: 3 clusters Score -480478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -480478.437500 Penalty: 2762.978027
	Iteration 61Q: 3 clusters Score -480478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -480478.437500 Penalty: 2762.978027
	Iteration 62F: 3 clusters Score -480478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Entering Unmasked Estep 
Score: -7607621.000000 Penalty: 1813.654907
	Iteration 0F: 2 clusters Score -7607621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7560600.000000 Penalty: 3627.309814
	Iteration 0F: 3 clusters Score -7560600 nChanged 33409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -7579714.500000 Penalty: 3627.309814
	Iteration 1F: 3 clusters Score -7579714 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7580630.500000 Penalty: 3627.309814
	Iteration 2Q: 3 clusters Score -7580630 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -7582109.000000 Penalty: 3627.309814
	Iteration 3Q: 3 clusters Score -7582109 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -7584789.500000 Penalty: 3627.309814
	Iteration 4F: 3 clusters Score -7584790 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7589121.500000 Penalty: 3627.309814
	Iteration 5F: 3 clusters Score -7589122 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -7594978.500000 Penalty: 3627.309814
	Iteration 6F: 3 clusters Score -7594978 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -7600413.500000 Penalty: 3627.309814
	Iteration 7F: 3 clusters Score -7600414 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -7603742.000000 Penalty: 3627.309814
	Iteration 8Q: 3 clusters Score -7603742 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -7605242.000000 Penalty: 3627.309814
	Iteration 9Q: 3 clusters Score -7605242 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -7605703.000000 Penalty: 3627.309814
	Iteration 10Q: 3 clusters Score -7605703 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -7605910.500000 Penalty: 3627.309814
	Iteration 11Q: 3 clusters Score -7605910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -7606027.500000 Penalty: 3627.309814
	Iteration 12Q: 3 clusters Score -7606028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -7606089.500000 Penalty: 3627.309814
	Iteration 13Q: 3 clusters Score -7606090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -7606126.000000 Penalty: 3627.309814
	Iteration 14Q: 3 clusters Score -7606126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -7606154.000000 Penalty: 3627.309814
	Iteration 15Q: 3 clusters Score -7606154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -7606175.500000 Penalty: 3627.309814
	Iteration 16Q: 3 clusters Score -7606176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -7606199.000000 Penalty: 3627.309814
	Iteration 17Q: 3 clusters Score -7606199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -7606200.500000 Penalty: 3627.309814
	Iteration 18Q: 3 clusters Score -7606200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -7606206.000000 Penalty: 3627.309814
	Iteration 19Q: 3 clusters Score -7606206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -7606202.000000 Penalty: 3627.309814
	Iteration 20F: 3 clusters Score -7606202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -7606204.000000 Penalty: 3627.309814
	Iteration 21Q: 3 clusters Score -7606204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -7606216.000000 Penalty: 3627.309814
	Iteration 22Q: 3 clusters Score -7606216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -7606214.000000 Penalty: 3627.309814
	Iteration 23Q: 3 clusters Score -7606214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -7606212.500000 Penalty: 3627.309814
	Iteration 24Q: 3 clusters Score -7606212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -7606212.500000 Penalty: 3627.309814
	Iteration 25Q: 3 clusters Score -7606212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -7606211.500000 Penalty: 3627.309814
	Iteration 26Q: 3 clusters Score -7606212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -7606211.500000 Penalty: 3627.309814
	Iteration 27F: 3 clusters Score -7606212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -1617073.000000 Penalty: 1561.055542
	Iteration 0F: 2 clusters Score -1617073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1606834.750000 Penalty: 3122.111084
	Iteration 0F: 3 clusters Score -1606835 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1610325.500000 Penalty: 3122.111084
	Iteration 1F: 3 clusters Score -1610326 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1610680.750000 Penalty: 3122.111084
	Iteration 2F: 3 clusters Score -1610681 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1611139.750000 Penalty: 3122.111084
	Iteration 3F: 3 clusters Score -1611140 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1611726.875000 Penalty: 3122.111084
	Iteration 4F: 3 clusters Score -1611727 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1612473.625000 Penalty: 3122.111084
	Iteration 5F: 3 clusters Score -1612474 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1613420.125000 Penalty: 3122.111084
	Iteration 6F: 3 clusters Score -1613420 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1614389.875000 Penalty: 3122.111084
	Iteration 7F: 3 clusters Score -1614390 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1615179.250000 Penalty: 3122.111084
	Iteration 8F: 3 clusters Score -1615179 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1615682.750000 Penalty: 3122.111084
	Iteration 9Q: 3 clusters Score -1615683 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1615980.125000 Penalty: 3122.111084
	Iteration 10Q: 3 clusters Score -1615980 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1616169.000000 Penalty: 3122.111084
	Iteration 11Q: 3 clusters Score -1616169 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1616268.625000 Penalty: 3122.111084
	Iteration 12Q: 3 clusters Score -1616269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1616330.125000 Penalty: 3122.111084
	Iteration 13Q: 3 clusters Score -1616330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1616361.500000 Penalty: 3122.111084
	Iteration 14Q: 3 clusters Score -1616362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1616381.375000 Penalty: 3122.111084
	Iteration 15Q: 3 clusters Score -1616381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1616403.000000 Penalty: 3122.111084
	Iteration 16Q: 3 clusters Score -1616403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1616425.125000 Penalty: 3122.111084
	Iteration 17Q: 3 clusters Score -1616425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1616447.375000 Penalty: 3122.111084
	Iteration 18Q: 3 clusters Score -1616447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1616462.375000 Penalty: 3122.111084
	Iteration 19Q: 3 clusters Score -1616462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1616469.000000 Penalty: 3122.111084
	Iteration 20F: 3 clusters Score -1616469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1616477.875000 Penalty: 3122.111084
	Iteration 21Q: 3 clusters Score -1616478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1616483.000000 Penalty: 3122.111084
	Iteration 22Q: 3 clusters Score -1616483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1616482.750000 Penalty: 3122.111084
	Iteration 23Q: 3 clusters Score -1616483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1616485.875000 Penalty: 3122.111084
	Iteration 24Q: 3 clusters Score -1616486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1616487.500000 Penalty: 3122.111084
	Iteration 25Q: 3 clusters Score -1616488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1616492.250000 Penalty: 3122.111084
	Iteration 26Q: 3 clusters Score -1616492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1616498.875000 Penalty: 3122.111084
	Iteration 27Q: 3 clusters Score -1616499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1616502.875000 Penalty: 3122.111084
	Iteration 28Q: 3 clusters Score -1616503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1616504.625000 Penalty: 3122.111084
	Iteration 29Q: 3 clusters Score -1616505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1616505.875000 Penalty: 3122.111084
	Iteration 30Q: 3 clusters Score -1616506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1616505.500000 Penalty: 3122.111084
	Iteration 31Q: 3 clusters Score -1616506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1616507.500000 Penalty: 3122.111084
	Iteration 32Q: 3 clusters Score -1616508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1616508.375000 Penalty: 3122.111084
	Iteration 33Q: 3 clusters Score -1616508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1616508.250000 Penalty: 3122.111084
	Iteration 34Q: 3 clusters Score -1616508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1616510.750000 Penalty: 3122.111084
	Iteration 35Q: 3 clusters Score -1616511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1616508.500000 Penalty: 3122.111084
	Iteration 36Q: 3 clusters Score -1616508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1616509.375000 Penalty: 3122.111084
	Iteration 37Q: 3 clusters Score -1616509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1616509.250000 Penalty: 3122.111084
	Iteration 38Q: 3 clusters Score -1616509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1616509.250000 Penalty: 3122.111084
	Iteration 39F: 3 clusters Score -1616509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -1576362.375000 Penalty: 1562.188721
	Iteration 0F: 2 clusters Score -1576362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1565979.375000 Penalty: 3124.377441
	Iteration 0F: 3 clusters Score -1565979 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1569619.875000 Penalty: 3124.377441
	Iteration 1F: 3 clusters Score -1569620 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1569975.000000 Penalty: 3124.377441
	Iteration 2F: 3 clusters Score -1569975 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1570309.375000 Penalty: 3124.377441
	Iteration 3Q: 3 clusters Score -1570309 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1570642.375000 Penalty: 3124.377441
	Iteration 4Q: 3 clusters Score -1570642 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1571040.500000 Penalty: 3124.377441
	Iteration 5F: 3 clusters Score -1571040 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1571554.250000 Penalty: 3124.377441
	Iteration 6F: 3 clusters Score -1571554 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1572253.375000 Penalty: 3124.377441
	Iteration 7F: 3 clusters Score -1572253 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1573075.750000 Penalty: 3124.377441
	Iteration 8F: 3 clusters Score -1573076 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1573823.375000 Penalty: 3124.377441
	Iteration 9F: 3 clusters Score -1573823 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1574371.750000 Penalty: 3124.377441
	Iteration 10Q: 3 clusters Score -1574372 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1574690.625000 Penalty: 3124.377441
	Iteration 11Q: 3 clusters Score -1574691 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1574897.500000 Penalty: 3124.377441
	Iteration 12Q: 3 clusters Score -1574898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1575015.750000 Penalty: 3124.377441
	Iteration 13Q: 3 clusters Score -1575016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1575120.125000 Penalty: 3124.377441
	Iteration 14Q: 3 clusters Score -1575120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1575170.750000 Penalty: 3124.377441
	Iteration 15Q: 3 clusters Score -1575171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1575194.750000 Penalty: 3124.377441
	Iteration 16Q: 3 clusters Score -1575195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1575213.750000 Penalty: 3124.377441
	Iteration 17Q: 3 clusters Score -1575214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1575231.250000 Penalty: 3124.377441
	Iteration 18Q: 3 clusters Score -1575231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1575238.875000 Penalty: 3124.377441
	Iteration 19Q: 3 clusters Score -1575239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1575243.500000 Penalty: 3124.377441
	Iteration 20F: 3 clusters Score -1575244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1575245.625000 Penalty: 3124.377441
	Iteration 21Q: 3 clusters Score -1575246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1575249.625000 Penalty: 3124.377441
	Iteration 22Q: 3 clusters Score -1575250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1575251.375000 Penalty: 3124.377441
	Iteration 23Q: 3 clusters Score -1575251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1575251.375000 Penalty: 3124.377441
	Iteration 24F: 3 clusters Score -1575251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -22215.244141 Penalty: 924.683411
	Iteration 0F: 2 clusters Score -22215.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21620.988281 Penalty: 1849.366821
	Iteration 0F: 3 clusters Score -21620.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21918.003906 Penalty: 1849.366821
	Iteration 1F: 3 clusters Score -21918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22056.269531 Penalty: 1849.366821
	Iteration 2F: 3 clusters Score -22056.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22195.763672 Penalty: 1849.366821
	Iteration 3F: 3 clusters Score -22195.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22356.966797 Penalty: 1849.366821
	Iteration 4F: 3 clusters Score -22356.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22712.966797 Penalty: 1849.366821
	Iteration 5F: 3 clusters Score -22712.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23090.705078 Penalty: 1849.366821
	Iteration 6F: 3 clusters Score -23090.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23140.072266 Penalty: 1849.366821
	Iteration 7Q: 3 clusters Score -23140.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23140.072266 Penalty: 1849.366821
	Iteration 8F: 3 clusters Score -23140.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 4 contains 13099 members 
Mstep: Class 5 contains 163834 members 
Mstep: Class 6 contains 25081 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 25058 members 
Mstep: Class 9 contains 168868 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 70330 members 
Mstep: Class 13 contains 141 members 
Mstep: Class 14 contains 14861 members 
Mstep: Class 15 contains 14965 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 192650 members 
Mstep: Class 20 contains 5274 members 
Entering Unmasked Estep 
Score: -84477200.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84477336.000000 to -84477200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -2604436.250000 Penalty: 1638.564453
	Iteration 0F: 2 clusters Score -2604436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2588344.000000 Penalty: 3277.128906
	Iteration 0F: 3 clusters Score -2588344 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2594209.000000 Penalty: 3277.128906
	Iteration 1F: 3 clusters Score -2594209 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2594587.250000 Penalty: 3277.128906
	Iteration 2Q: 3 clusters Score -2594587 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2595034.750000 Penalty: 3277.128906
	Iteration 3Q: 3 clusters Score -2595035 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2595492.000000 Penalty: 3277.128906
	Iteration 4Q: 3 clusters Score -2595492 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2596004.000000 Penalty: 3277.128906
	Iteration 5Q: 3 clusters Score -2596004 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2596601.750000 Penalty: 3277.128906
	Iteration 6Q: 3 clusters Score -2596602 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2597410.500000 Penalty: 3277.128906
	Iteration 7F: 3 clusters Score -2597410 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2598422.750000 Penalty: 3277.128906
	Iteration 8F: 3 clusters Score -2598423 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2599512.000000 Penalty: 3277.128906
	Iteration 9F: 3 clusters Score -2599512 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2600348.750000 Penalty: 3277.128906
	Iteration 10F: 3 clusters Score -2600349 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2600869.500000 Penalty: 3277.128906
	Iteration 11Q: 3 clusters Score -2600870 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2601141.000000 Penalty: 3277.128906
	Iteration 12Q: 3 clusters Score -2601141 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2601319.000000 Penalty: 3277.128906
	Iteration 13Q: 3 clusters Score -2601319 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2601437.250000 Penalty: 3277.128906
	Iteration 14Q: 3 clusters Score -2601437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2601521.000000 Penalty: 3277.128906
	Iteration 15Q: 3 clusters Score -2601521 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2601604.750000 Penalty: 3277.128906
	Iteration 16Q: 3 clusters Score -2601605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2601661.750000 Penalty: 3277.128906
	Iteration 17Q: 3 clusters Score -2601662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2601710.500000 Penalty: 3277.128906
	Iteration 18Q: 3 clusters Score -2601710 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2601773.250000 Penalty: 3277.128906
	Iteration 19Q: 3 clusters Score -2601773 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2601837.000000 Penalty: 3277.128906
	Iteration 20F: 3 clusters Score -2601837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2601858.500000 Penalty: 3277.128906
	Iteration 21Q: 3 clusters Score -2601858 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2601905.750000 Penalty: 3277.128906
	Iteration 22Q: 3 clusters Score -2601906 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2601941.000000 Penalty: 3277.128906
	Iteration 23Q: 3 clusters Score -2601941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2601984.000000 Penalty: 3277.128906
	Iteration 24Q: 3 clusters Score -2601984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2602020.750000 Penalty: 3277.128906
	Iteration 25Q: 3 clusters Score -2602021 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2602065.250000 Penalty: 3277.128906
	Iteration 26Q: 3 clusters Score -2602065 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2602089.250000 Penalty: 3277.128906
	Iteration 27Q: 3 clusters Score -2602089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2602110.500000 Penalty: 3277.128906
	Iteration 28Q: 3 clusters Score -2602110 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2602140.250000 Penalty: 3277.128906
	Iteration 29Q: 3 clusters Score -2602140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2602164.750000 Penalty: 3277.128906
	Iteration 30Q: 3 clusters Score -2602165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2602187.250000 Penalty: 3277.128906
	Iteration 31Q: 3 clusters Score -2602187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2602214.750000 Penalty: 3277.128906
	Iteration 32Q: 3 clusters Score -2602215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2602225.500000 Penalty: 3277.128906
	Iteration 33Q: 3 clusters Score -2602226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2602237.250000 Penalty: 3277.128906
	Iteration 34Q: 3 clusters Score -2602237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2602254.000000 Penalty: 3277.128906
	Iteration 35Q: 3 clusters Score -2602254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2602265.250000 Penalty: 3277.128906
	Iteration 36Q: 3 clusters Score -2602265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2602288.750000 Penalty: 3277.128906
	Iteration 37Q: 3 clusters Score -2602289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2602295.500000 Penalty: 3277.128906
	Iteration 38Q: 3 clusters Score -2602296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2602308.500000 Penalty: 3277.128906
	Iteration 39Q: 3 clusters Score -2602308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2602321.250000 Penalty: 3277.128906
	Iteration 40F: 3 clusters Score -2602321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2602334.500000 Penalty: 3277.128906
	Iteration 41Q: 3 clusters Score -2602334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2602347.500000 Penalty: 3277.128906
	Iteration 42Q: 3 clusters Score -2602348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2602345.750000 Penalty: 3277.128906
	Iteration 43Q: 3 clusters Score -2602346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2602360.500000 Penalty: 3277.128906
	Iteration 44Q: 3 clusters Score -2602360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2602362.750000 Penalty: 3277.128906
	Iteration 45Q: 3 clusters Score -2602363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2602367.000000 Penalty: 3277.128906
	Iteration 46Q: 3 clusters Score -2602367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2602388.250000 Penalty: 3277.128906
	Iteration 47Q: 3 clusters Score -2602388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2602403.500000 Penalty: 3277.128906
	Iteration 48Q: 3 clusters Score -2602404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2602410.000000 Penalty: 3277.128906
	Iteration 49Q: 3 clusters Score -2602410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2602427.500000 Penalty: 3277.128906
	Iteration 50Q: 3 clusters Score -2602428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2602443.000000 Penalty: 3277.128906
	Iteration 51Q: 3 clusters Score -2602443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2602461.250000 Penalty: 3277.128906
	Iteration 52Q: 3 clusters Score -2602461 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2602480.000000 Penalty: 3277.128906
	Iteration 53Q: 3 clusters Score -2602480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2602497.000000 Penalty: 3277.128906
	Iteration 54Q: 3 clusters Score -2602497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2602514.750000 Penalty: 3277.128906
	Iteration 55Q: 3 clusters Score -2602515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2602525.500000 Penalty: 3277.128906
	Iteration 56Q: 3 clusters Score -2602526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2602537.750000 Penalty: 3277.128906
	Iteration 57Q: 3 clusters Score -2602538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2602551.250000 Penalty: 3277.128906
	Iteration 58Q: 3 clusters Score -2602551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2602567.750000 Penalty: 3277.128906
	Iteration 59Q: 3 clusters Score -2602568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2602584.250000 Penalty: 3277.128906
	Iteration 60F: 3 clusters Score -2602584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2602592.250000 Penalty: 3277.128906
	Iteration 61Q: 3 clusters Score -2602592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2602605.000000 Penalty: 3277.128906
	Iteration 62Q: 3 clusters Score -2602605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2602623.750000 Penalty: 3277.128906
	Iteration 63Q: 3 clusters Score -2602624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2602638.250000 Penalty: 3277.128906
	Iteration 64Q: 3 clusters Score -2602638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2602646.500000 Penalty: 3277.128906
	Iteration 65Q: 3 clusters Score -2602646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2602656.750000 Penalty: 3277.128906
	Iteration 66Q: 3 clusters Score -2602657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2602677.750000 Penalty: 3277.128906
	Iteration 67Q: 3 clusters Score -2602678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2602707.000000 Penalty: 3277.128906
	Iteration 68Q: 3 clusters Score -2602707 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2602735.500000 Penalty: 3277.128906
	Iteration 69Q: 3 clusters Score -2602736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2602757.500000 Penalty: 3277.128906
	Iteration 70Q: 3 clusters Score -2602758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2602780.250000 Penalty: 3277.128906
	Iteration 71Q: 3 clusters Score -2602780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2602809.250000 Penalty: 3277.128906
	Iteration 72Q: 3 clusters Score -2602809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2602822.000000 Penalty: 3277.128906
	Iteration 73Q: 3 clusters Score -2602822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2602841.500000 Penalty: 3277.128906
	Iteration 74Q: 3 clusters Score -2602842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2602856.750000 Penalty: 3277.128906
	Iteration 75Q: 3 clusters Score -2602857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2602879.250000 Penalty: 3277.128906
	Iteration 76Q: 3 clusters Score -2602879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2602888.000000 Penalty: 3277.128906
	Iteration 77Q: 3 clusters Score -2602888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2602909.750000 Penalty: 3277.128906
	Iteration 78Q: 3 clusters Score -2602910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2602932.250000 Penalty: 3277.128906
	Iteration 79Q: 3 clusters Score -2602932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2602952.750000 Penalty: 3277.128906
	Iteration 80F: 3 clusters Score -2602953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2602955.250000 Penalty: 3277.128906
	Iteration 81Q: 3 clusters Score -2602955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2602973.750000 Penalty: 3277.128906
	Iteration 82Q: 3 clusters Score -2602974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2602989.250000 Penalty: 3277.128906
	Iteration 83Q: 3 clusters Score -2602989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2603005.000000 Penalty: 3277.128906
	Iteration 84Q: 3 clusters Score -2603005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2603022.750000 Penalty: 3277.128906
	Iteration 85Q: 3 clusters Score -2603023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2603032.250000 Penalty: 3277.128906
	Iteration 86Q: 3 clusters Score -2603032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2603051.500000 Penalty: 3277.128906
	Iteration 87Q: 3 clusters Score -2603052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2603054.000000 Penalty: 3277.128906
	Iteration 88Q: 3 clusters Score -2603054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2603062.000000 Penalty: 3277.128906
	Iteration 89Q: 3 clusters Score -2603062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2603076.250000 Penalty: 3277.128906
	Iteration 90Q: 3 clusters Score -2603076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2603079.750000 Penalty: 3277.128906
	Iteration 91Q: 3 clusters Score -2603080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2603088.750000 Penalty: 3277.128906
	Iteration 92Q: 3 clusters Score -2603089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2603098.750000 Penalty: 3277.128906
	Iteration 93Q: 3 clusters Score -2603099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2603104.250000 Penalty: 3277.128906
	Iteration 94Q: 3 clusters Score -2603104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2603115.000000 Penalty: 3277.128906
	Iteration 95Q: 3 clusters Score -2603115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2603123.250000 Penalty: 3277.128906
	Iteration 96Q: 3 clusters Score -2603123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2603130.250000 Penalty: 3277.128906
	Iteration 97Q: 3 clusters Score -2603130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2603128.250000 Penalty: 3277.128906
	Iteration 98Q: 3 clusters Score -2603128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2603135.000000 Penalty: 3277.128906
	Iteration 99Q: 3 clusters Score -2603135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2603136.000000 Penalty: 3277.128906
	Iteration 100F: 3 clusters Score -2603136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2603138.000000 Penalty: 3277.128906
	Iteration 101Q: 3 clusters Score -2603138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2603139.750000 Penalty: 3277.128906
	Iteration 102Q: 3 clusters Score -2603140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2603148.000000 Penalty: 3277.128906
	Iteration 103Q: 3 clusters Score -2603148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2603156.250000 Penalty: 3277.128906
	Iteration 104Q: 3 clusters Score -2603156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2603153.750000 Penalty: 3277.128906
	Iteration 105Q: 3 clusters Score -2603154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2603157.500000 Penalty: 3277.128906
	Iteration 106Q: 3 clusters Score -2603158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2603165.500000 Penalty: 3277.128906
	Iteration 107Q: 3 clusters Score -2603166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2603170.750000 Penalty: 3277.128906
	Iteration 108Q: 3 clusters Score -2603171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2603179.500000 Penalty: 3277.128906
	Iteration 109Q: 3 clusters Score -2603180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2603186.500000 Penalty: 3277.128906
	Iteration 110Q: 3 clusters Score -2603186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2603195.250000 Penalty: 3277.128906
	Iteration 111Q: 3 clusters Score -2603195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2603192.000000 Penalty: 3277.128906
	Iteration 112Q: 3 clusters Score -2603192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2603193.250000 Penalty: 3277.128906
	Iteration 113Q: 3 clusters Score -2603193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2603194.250000 Penalty: 3277.128906
	Iteration 114Q: 3 clusters Score -2603194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2603194.500000 Penalty: 3277.128906
	Iteration 115Q: 3 clusters Score -2603194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2603194.250000 Penalty: 3277.128906
	Iteration 116Q: 3 clusters Score -2603194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2603196.500000 Penalty: 3277.128906
	Iteration 117Q: 3 clusters Score -2603196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2603197.000000 Penalty: 3277.128906
	Iteration 118Q: 3 clusters Score -2603197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2603197.000000 Penalty: 3277.128906
	Iteration 119Q: 3 clusters Score -2603197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2603198.750000 Penalty: 3277.128906
	Iteration 120F: 3 clusters Score -2603199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2603201.500000 Penalty: 3277.128906
	Iteration 121Q: 3 clusters Score -2603202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2603204.500000 Penalty: 3277.128906
	Iteration 122Q: 3 clusters Score -2603204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2603213.500000 Penalty: 3277.128906
	Iteration 123Q: 3 clusters Score -2603214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2603214.750000 Penalty: 3277.128906
	Iteration 124Q: 3 clusters Score -2603215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2603214.750000 Penalty: 3277.128906
	Iteration 125Q: 3 clusters Score -2603215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2603214.000000 Penalty: 3277.128906
	Iteration 126Q: 3 clusters Score -2603214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2603211.500000 Penalty: 3277.128906
	Iteration 127Q: 3 clusters Score -2603212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2603219.750000 Penalty: 3277.128906
	Iteration 128Q: 3 clusters Score -2603220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2603222.250000 Penalty: 3277.128906
	Iteration 129Q: 3 clusters Score -2603222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2603222.500000 Penalty: 3277.128906
	Iteration 130Q: 3 clusters Score -2603222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2603220.500000 Penalty: 3277.128906
	Iteration 131Q: 3 clusters Score -2603220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2603222.250000 Penalty: 3277.128906
	Iteration 132Q: 3 clusters Score -2603222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2603226.500000 Penalty: 3277.128906
	Iteration 133Q: 3 clusters Score -2603226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2603226.250000 Penalty: 3277.128906
	Iteration 134Q: 3 clusters Score -2603226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2603226.250000 Penalty: 3277.128906
	Iteration 135Q: 3 clusters Score -2603226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2603226.000000 Penalty: 3277.128906
	Iteration 136Q: 3 clusters Score -2603226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2603227.500000 Penalty: 3277.128906
	Iteration 137Q: 3 clusters Score -2603228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2603225.500000 Penalty: 3277.128906
	Iteration 138Q: 3 clusters Score -2603226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2603225.500000 Penalty: 3277.128906
	Iteration 139F: 3 clusters Score -2603226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192650 members 
Entering Unmasked Estep 
Score: -20504022.000000 Penalty: 1977.402466
	Iteration 0F: 2 clusters Score -2.050402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -20379046.000000 Penalty: 3954.804932
	Iteration 0F: 3 clusters Score -2.037905e+07 nChanged 93264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -20434998.000000 Penalty: 3954.804932
	Iteration 1F: 3 clusters Score -2.0435e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -20437240.000000 Penalty: 3954.804932
	Iteration 2Q: 3 clusters Score -2.043724e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -20441370.000000 Penalty: 3954.804932
	Iteration 3Q: 3 clusters Score -2.044137e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -20448846.000000 Penalty: 3954.804932
	Iteration 4F: 3 clusters Score -2.044885e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135974 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -20461334.000000 Penalty: 3954.804932
	Iteration 5F: 3 clusters Score -2.046133e+07 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -20475986.000000 Penalty: 3954.804932
	Iteration 6F: 3 clusters Score -2.047599e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -20486860.000000 Penalty: 3954.804932
	Iteration 7F: 3 clusters Score -2.048686e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168114 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -20493176.000000 Penalty: 3954.804932
	Iteration 8Q: 3 clusters Score -2.049318e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -20496392.000000 Penalty: 3954.804932
	Iteration 9Q: 3 clusters Score -2.049639e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -20498242.000000 Penalty: 3954.804932
	Iteration 10Q: 3 clusters Score -2.049824e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -20499304.000000 Penalty: 3954.804932
	Iteration 11Q: 3 clusters Score -2.04993e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179745 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -20500160.000000 Penalty: 3954.804932
	Iteration 12Q: 3 clusters Score -2.050016e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -20500718.000000 Penalty: 3954.804932
	Iteration 13Q: 3 clusters Score -2.050072e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -20501152.000000 Penalty: 3954.804932
	Iteration 14Q: 3 clusters Score -2.050115e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184359 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -20501598.000000 Penalty: 3954.804932
	Iteration 15Q: 3 clusters Score -2.05016e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185508 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -20501874.000000 Penalty: 3954.804932
	Iteration 16Q: 3 clusters Score -2.050187e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186477 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -20502102.000000 Penalty: 3954.804932
	Iteration 17Q: 3 clusters Score -2.05021e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20502384.000000 Penalty: 3954.804932
	Iteration 18Q: 3 clusters Score -2.050238e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -20502618.000000 Penalty: 3954.804932
	Iteration 19Q: 3 clusters Score -2.050262e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188506 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -20502734.000000 Penalty: 3954.804932
	Iteration 20F: 3 clusters Score -2.050273e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20502804.000000 Penalty: 3954.804932
	Iteration 21Q: 3 clusters Score -2.05028e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20502876.000000 Penalty: 3954.804932
	Iteration 22Q: 3 clusters Score -2.050288e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189621 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -20502916.000000 Penalty: 3954.804932
	Iteration 23Q: 3 clusters Score -2.050292e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189838 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -20502928.000000 Penalty: 3954.804932
	Iteration 24Q: 3 clusters Score -2.050293e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -20502942.000000 Penalty: 3954.804932
	Iteration 25Q: 3 clusters Score -2.050294e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190145 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -20502992.000000 Penalty: 3954.804932
	Iteration 26Q: 3 clusters Score -2.050299e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190272 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -20503018.000000 Penalty: 3954.804932
	Iteration 27Q: 3 clusters Score -2.050302e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190384 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -20502998.000000 Penalty: 3954.804932
	Iteration 28Q: 3 clusters Score -2.0503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190479 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20502990.000000 Penalty: 3954.804932
	Iteration 29Q: 3 clusters Score -2.050299e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190567 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -20503006.000000 Penalty: 3954.804932
	Iteration 30Q: 3 clusters Score -2.050301e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190632 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -20503044.000000 Penalty: 3954.804932
	Iteration 31Q: 3 clusters Score -2.050304e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190715 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20503094.000000 Penalty: 3954.804932
	Iteration 32Q: 3 clusters Score -2.050309e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190788 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -20503150.000000 Penalty: 3954.804932
	Iteration 33Q: 3 clusters Score -2.050315e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190856 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20503144.000000 Penalty: 3954.804932
	Iteration 34Q: 3 clusters Score -2.050314e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190931 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20503172.000000 Penalty: 3954.804932
	Iteration 35Q: 3 clusters Score -2.050317e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190985 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20503190.000000 Penalty: 3954.804932
	Iteration 36Q: 3 clusters Score -2.050319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20503188.000000 Penalty: 3954.804932
	Iteration 37Q: 3 clusters Score -2.050319e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191097 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -20503230.000000 Penalty: 3954.804932
	Iteration 38Q: 3 clusters Score -2.050323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20503228.000000 Penalty: 3954.804932
	Iteration 39Q: 3 clusters Score -2.050323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20503188.000000 Penalty: 3954.804932
	Iteration 40F: 3 clusters Score -2.050319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191206 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20503192.000000 Penalty: 3954.804932
	Iteration 41Q: 3 clusters Score -2.050319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20503190.000000 Penalty: 3954.804932
	Iteration 42Q: 3 clusters Score -2.050319e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191262 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20503188.000000 Penalty: 3954.804932
	Iteration 43Q: 3 clusters Score -2.050319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20503170.000000 Penalty: 3954.804932
	Iteration 44Q: 3 clusters Score -2.050317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20503166.000000 Penalty: 3954.804932
	Iteration 45Q: 3 clusters Score -2.050317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191340 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20503170.000000 Penalty: 3954.804932
	Iteration 46Q: 3 clusters Score -2.050317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20503154.000000 Penalty: 3954.804932
	Iteration 47Q: 3 clusters Score -2.050315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20503154.000000 Penalty: 3954.804932
	Iteration 48Q: 3 clusters Score -2.050315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191391 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20503148.000000 Penalty: 3954.804932
	Iteration 49Q: 3 clusters Score -2.050315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20503166.000000 Penalty: 3954.804932
	Iteration 50Q: 3 clusters Score -2.050317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -20503182.000000 Penalty: 3954.804932
	Iteration 51Q: 3 clusters Score -2.050318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20503198.000000 Penalty: 3954.804932
	Iteration 52Q: 3 clusters Score -2.05032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20503212.000000 Penalty: 3954.804932
	Iteration 53Q: 3 clusters Score -2.050321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20503228.000000 Penalty: 3954.804932
	Iteration 54Q: 3 clusters Score -2.050323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20503224.000000 Penalty: 3954.804932
	Iteration 55Q: 3 clusters Score -2.050322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20503222.000000 Penalty: 3954.804932
	Iteration 56Q: 3 clusters Score -2.050322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191418 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20503212.000000 Penalty: 3954.804932
	Iteration 57Q: 3 clusters Score -2.050321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20503214.000000 Penalty: 3954.804932
	Iteration 58Q: 3 clusters Score -2.050321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20503212.000000 Penalty: 3954.804932
	Iteration 59Q: 3 clusters Score -2.050321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20503212.000000 Penalty: 3954.804932
	Iteration 60F: 3 clusters Score -2.050321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191425 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20503184.000000 Penalty: 3954.804932
	Iteration 61Q: 3 clusters Score -2.050318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20503182.000000 Penalty: 3954.804932
	Iteration 62Q: 3 clusters Score -2.050318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191427 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20503186.000000 Penalty: 3954.804932
	Iteration 63Q: 3 clusters Score -2.050319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20503194.000000 Penalty: 3954.804932
	Iteration 64Q: 3 clusters Score -2.050319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20503194.000000 Penalty: 3954.804932
	Iteration 65F: 3 clusters Score -2.050319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -535624.312500 Penalty: 1392.713379
	Iteration 0F: 2 clusters Score -535624.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -531439.750000 Penalty: 2785.426758
	Iteration 0F: 3 clusters Score -531439.8 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -532900.437500 Penalty: 2785.426758
	Iteration 1F: 3 clusters Score -532900.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -533445.312500 Penalty: 2785.426758
	Iteration 2F: 3 clusters Score -533445.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -533876.312500 Penalty: 2785.426758
	Iteration 3F: 3 clusters Score -533876.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -534199.812500 Penalty: 2785.426758
	Iteration 4F: 3 clusters Score -534199.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -534475.375000 Penalty: 2785.426758
	Iteration 5F: 3 clusters Score -534475.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -534697.062500 Penalty: 2785.426758
	Iteration 6F: 3 clusters Score -534697.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -534879.375000 Penalty: 2785.426758
	Iteration 7Q: 3 clusters Score -534879.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -534986.000000 Penalty: 2785.426758
	Iteration 8Q: 3 clusters Score -534986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -535062.562500 Penalty: 2785.426758
	Iteration 9Q: 3 clusters Score -535062.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -535120.250000 Penalty: 2785.426758
	Iteration 10Q: 3 clusters Score -535120.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -535159.000000 Penalty: 2785.426758
	Iteration 11Q: 3 clusters Score -535159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -535183.500000 Penalty: 2785.426758
	Iteration 12Q: 3 clusters Score -535183.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -535200.437500 Penalty: 2785.426758
	Iteration 13Q: 3 clusters Score -535200.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -535220.250000 Penalty: 2785.426758
	Iteration 14Q: 3 clusters Score -535220.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -535245.500000 Penalty: 2785.426758
	Iteration 15Q: 3 clusters Score -535245.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -535268.062500 Penalty: 2785.426758
	Iteration 16Q: 3 clusters Score -535268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -535281.437500 Penalty: 2785.426758
	Iteration 17Q: 3 clusters Score -535281.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -535293.625000 Penalty: 2785.426758
	Iteration 18Q: 3 clusters Score -535293.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -535303.000000 Penalty: 2785.426758
	Iteration 19Q: 3 clusters Score -535303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -535306.562500 Penalty: 2785.426758
	Iteration 20F: 3 clusters Score -535306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -535310.437500 Penalty: 2785.426758
	Iteration 21Q: 3 clusters Score -535310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -535313.250000 Penalty: 2785.426758
	Iteration 22Q: 3 clusters Score -535313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -535314.250000 Penalty: 2785.426758
	Iteration 23Q: 3 clusters Score -535314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -535316.250000 Penalty: 2785.426758
	Iteration 24Q: 3 clusters Score -535316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -535318.000000 Penalty: 2785.426758
	Iteration 25Q: 3 clusters Score -535318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -535320.312500 Penalty: 2785.426758
	Iteration 26Q: 3 clusters Score -535320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -535322.500000 Penalty: 2785.426758
	Iteration 27Q: 3 clusters Score -535322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -535325.750000 Penalty: 2785.426758
	Iteration 28Q: 3 clusters Score -535325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -535326.562500 Penalty: 2785.426758
	Iteration 29Q: 3 clusters Score -535326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -535328.750000 Penalty: 2785.426758
	Iteration 30Q: 3 clusters Score -535328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -535331.125000 Penalty: 2785.426758
	Iteration 31Q: 3 clusters Score -535331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -535332.625000 Penalty: 2785.426758
	Iteration 32Q: 3 clusters Score -535332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -535333.875000 Penalty: 2785.426758
	Iteration 33Q: 3 clusters Score -535333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -535334.562500 Penalty: 2785.426758
	Iteration 34Q: 3 clusters Score -535334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -535334.562500 Penalty: 2785.426758
	Iteration 35F: 3 clusters Score -535334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 54780 members 
Mstep: Class 4 contains 13099 members 
Mstep: Class 5 contains 163834 members 
Mstep: Class 6 contains 25081 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 25058 members 
Mstep: Class 9 contains 168868 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 70330 members 
Mstep: Class 14 contains 14861 members 
Mstep: Class 15 contains 14965 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 192650 members 
Mstep: Class 20 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477656.000000 Penalty: 39790.128906
Iteration 119Q: 19 clusters Score -8.447766e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 54753 members 
Mstep: Class 4 contains 13100 members 
Mstep: Class 5 contains 163675 members 
Mstep: Class 6 contains 25250 members 
Mstep: Class 7 contains 14822 members 
Mstep: Class 8 contains 25058 members 
Mstep: Class 9 contains 168806 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 70158 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 14974 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 192827 members 
Mstep: Class 20 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478456.000000 Penalty: 39790.128906
Iteration 120F: 19 clusters Score -8.447846e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 54722 members 
Mstep: Class 4 contains 13097 members 
Mstep: Class 5 contains 163511 members 
Mstep: Class 6 contains 25406 members 
Mstep: Class 7 contains 14803 members 
Mstep: Class 8 contains 25055 members 
Mstep: Class 9 contains 168747 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 70036 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 14985 members 
Mstep: Class 16 contains 298 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 193006 members 
Mstep: Class 20 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478720.000000 Penalty: 39790.128906
Iteration 121Q: 19 clusters Score -8.447872e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 54690 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 163370 members 
Mstep: Class 6 contains 25549 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 25062 members 
Mstep: Class 9 contains 168655 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 69884 members 
Mstep: Class 14 contains 15114 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 23954 members 
Mstep: Class 18 contains 193198 members 
Mstep: Class 20 contains 5241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479232.000000 Penalty: 39790.128906
Iteration 122Q: 19 clusters Score -8.447923e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 54676 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 163181 members 
Mstep: Class 6 contains 25709 members 
Mstep: Class 7 contains 14819 members 
Mstep: Class 8 contains 25057 members 
Mstep: Class 9 contains 168568 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 69745 members 
Mstep: Class 14 contains 15182 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 23971 members 
Mstep: Class 18 contains 193398 members 
Mstep: Class 20 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479456.000000 Penalty: 39790.128906
Iteration 123Q: 19 clusters Score -8.447946e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 54662 members 
Mstep: Class 4 contains 13056 members 
Mstep: Class 5 contains 162987 members 
Mstep: Class 6 contains 25854 members 
Mstep: Class 7 contains 14855 members 
Mstep: Class 8 contains 25060 members 
Mstep: Class 9 contains 168468 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 69622 members 
Mstep: Class 14 contains 15253 members 
Mstep: Class 15 contains 15009 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 193554 members 
Mstep: Class 20 contains 5211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479672.000000 Penalty: 39790.128906
Iteration 124Q: 19 clusters Score -8.447967e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 54644 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 162851 members 
Mstep: Class 6 contains 25972 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 25054 members 
Mstep: Class 9 contains 168398 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 69485 members 
Mstep: Class 14 contains 15319 members 
Mstep: Class 15 contains 15016 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24050 members 
Mstep: Class 18 contains 193670 members 
Mstep: Class 20 contains 5199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479992.000000 Penalty: 39790.128906
Iteration 125Q: 19 clusters Score -8.447999e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 54620 members 
Mstep: Class 4 contains 13049 members 
Mstep: Class 5 contains 162782 members 
Mstep: Class 6 contains 26047 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 25060 members 
Mstep: Class 9 contains 168293 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 69329 members 
Mstep: Class 14 contains 15388 members 
Mstep: Class 15 contains 15019 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24098 members 
Mstep: Class 18 contains 193795 members 
Mstep: Class 20 contains 5194 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -8.448046e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 54606 members 
Mstep: Class 4 contains 13043 members 
Mstep: Class 5 contains 162734 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 25055 members 
Mstep: Class 9 contains 168185 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 69172 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24145 members 
Mstep: Class 18 contains 193930 members 
Mstep: Class 20 contains 5185 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -8.448083e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 54594 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 162657 members 
Mstep: Class 6 contains 26133 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 25045 members 
Mstep: Class 9 contains 168073 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 69012 members 
Mstep: Class 14 contains 15508 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24203 members 
Mstep: Class 18 contains 194130 members 
Mstep: Class 20 contains 5173 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -8.44811e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 54568 members 
Mstep: Class 4 contains 13036 members 
Mstep: Class 5 contains 162520 members 
Mstep: Class 6 contains 26150 members 
Mstep: Class 7 contains 15064 members 
Mstep: Class 8 contains 25039 members 
Mstep: Class 9 contains 168025 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 68898 members 
Mstep: Class 14 contains 15573 members 
Mstep: Class 15 contains 15027 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24217 members 
Mstep: Class 18 contains 194342 members 
Mstep: Class 20 contains 5164 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -8.448176e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 54548 members 
Mstep: Class 4 contains 13033 members 
Mstep: Class 5 contains 162404 members 
Mstep: Class 6 contains 26180 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 25048 members 
Mstep: Class 9 contains 167961 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 68776 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 15030 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 18 contains 194548 members 
Mstep: Class 20 contains 5157 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -8.448201e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 54529 members 
Mstep: Class 4 contains 13028 members 
Mstep: Class 5 contains 162346 members 
Mstep: Class 6 contains 26222 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 25043 members 
Mstep: Class 9 contains 167875 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 68643 members 
Mstep: Class 14 contains 15658 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24222 members 
Mstep: Class 18 contains 194741 members 
Mstep: Class 20 contains 5151 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -8.448217e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 54524 members 
Mstep: Class 4 contains 13024 members 
Mstep: Class 5 contains 162308 members 
Mstep: Class 6 contains 26269 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 25027 members 
Mstep: Class 9 contains 167816 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 68508 members 
Mstep: Class 14 contains 15697 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 18 contains 194885 members 
Mstep: Class 20 contains 5148 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -8.448249e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54519 members 
Mstep: Class 4 contains 13023 members 
Mstep: Class 5 contains 162266 members 
Mstep: Class 6 contains 26302 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 8 contains 25031 members 
Mstep: Class 9 contains 167780 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 68382 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24208 members 
Mstep: Class 18 contains 195049 members 
Mstep: Class 20 contains 5147 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -8.448263e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54517 members 
Mstep: Class 4 contains 13012 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 26337 members 
Mstep: Class 7 contains 15164 members 
Mstep: Class 8 contains 25029 members 
Mstep: Class 9 contains 167756 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 68237 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 15 contains 15058 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24195 members 
Mstep: Class 18 contains 195221 members 
Mstep: Class 20 contains 5145 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -8.448264e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 54505 members 
Mstep: Class 4 contains 13003 members 
Mstep: Class 5 contains 162133 members 
Mstep: Class 6 contains 26377 members 
Mstep: Class 7 contains 15182 members 
Mstep: Class 8 contains 25018 members 
Mstep: Class 9 contains 167730 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 68091 members 
Mstep: Class 14 contains 15755 members 
Mstep: Class 15 contains 15065 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24174 members 
Mstep: Class 18 contains 195459 members 
Mstep: Class 20 contains 5144 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -8.448274e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 54498 members 
Mstep: Class 4 contains 12994 members 
Mstep: Class 5 contains 162068 members 
Mstep: Class 6 contains 26405 members 
Mstep: Class 7 contains 15228 members 
Mstep: Class 8 contains 25001 members 
Mstep: Class 9 contains 167693 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 12 contains 67949 members 
Mstep: Class 14 contains 15774 members 
Mstep: Class 15 contains 15074 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24156 members 
Mstep: Class 18 contains 195660 members 
Mstep: Class 20 contains 5142 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -8.448308e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54487 members 
Mstep: Class 4 contains 12985 members 
Mstep: Class 5 contains 162034 members 
Mstep: Class 6 contains 26423 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 24990 members 
Mstep: Class 9 contains 167685 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 67782 members 
Mstep: Class 14 contains 15791 members 
Mstep: Class 15 contains 15076 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24152 members 
Mstep: Class 18 contains 195859 members 
Mstep: Class 20 contains 5139 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -8.448327e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54475 members 
Mstep: Class 4 contains 12981 members 
Mstep: Class 5 contains 161963 members 
Mstep: Class 6 contains 26429 members 
Mstep: Class 7 contains 15266 members 
Mstep: Class 8 contains 24971 members 
Mstep: Class 9 contains 167710 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 67638 members 
Mstep: Class 14 contains 15814 members 
Mstep: Class 15 contains 15084 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24131 members 
Mstep: Class 18 contains 196060 members 
Mstep: Class 20 contains 5135 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -8.448338e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54461 members 
Mstep: Class 4 contains 12975 members 
Mstep: Class 5 contains 161830 members 
Mstep: Class 6 contains 26414 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 24966 members 
Mstep: Class 9 contains 167766 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 67501 members 
Mstep: Class 14 contains 15832 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24124 members 
Mstep: Class 18 contains 196278 members 
Mstep: Class 20 contains 5133 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -8.448366e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1384 members 
Mstep: Class 3 contains 54450 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 161721 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 15304 members 
Mstep: Class 8 contains 24950 members 
Mstep: Class 9 contains 167817 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 15096 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24139 members 
Mstep: Class 18 contains 196504 members 
Mstep: Class 20 contains 5131 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -8.448379e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 54430 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 161633 members 
Mstep: Class 6 contains 26313 members 
Mstep: Class 7 contains 15338 members 
Mstep: Class 8 contains 24931 members 
Mstep: Class 9 contains 167835 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 67214 members 
Mstep: Class 14 contains 15863 members 
Mstep: Class 15 contains 15103 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24142 members 
Mstep: Class 18 contains 196737 members 
Mstep: Class 20 contains 5130 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -8.448402e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54417 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 161513 members 
Mstep: Class 6 contains 26274 members 
Mstep: Class 7 contains 15379 members 
Mstep: Class 8 contains 24910 members 
Mstep: Class 9 contains 167856 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 67081 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 15106 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24162 members 
Mstep: Class 18 contains 196962 members 
Mstep: Class 20 contains 5130 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -8.448433e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54410 members 
Mstep: Class 4 contains 12951 members 
Mstep: Class 5 contains 161417 members 
Mstep: Class 6 contains 26233 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 24890 members 
Mstep: Class 9 contains 167857 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 12 contains 66951 members 
Mstep: Class 14 contains 15903 members 
Mstep: Class 15 contains 15111 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24174 members 
Mstep: Class 18 contains 197188 members 
Mstep: Class 20 contains 5130 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -8.448402e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54403 members 
Mstep: Class 4 contains 12947 members 
Mstep: Class 5 contains 161252 members 
Mstep: Class 6 contains 26188 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 24877 members 
Mstep: Class 9 contains 167920 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 66819 members 
Mstep: Class 14 contains 15922 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24187 members 
Mstep: Class 18 contains 197422 members 
Mstep: Class 20 contains 5131 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -8.44842e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 54387 members 
Mstep: Class 4 contains 12942 members 
Mstep: Class 5 contains 161122 members 
Mstep: Class 6 contains 26130 members 
Mstep: Class 7 contains 15504 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 167984 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 66678 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 15131 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24184 members 
Mstep: Class 18 contains 197683 members 
Mstep: Class 20 contains 5129 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -8.448427e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 54373 members 
Mstep: Class 4 contains 12937 members 
Mstep: Class 5 contains 161024 members 
Mstep: Class 6 contains 26065 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 24865 members 
Mstep: Class 9 contains 168037 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 66534 members 
Mstep: Class 14 contains 15938 members 
Mstep: Class 15 contains 15141 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24190 members 
Mstep: Class 18 contains 197922 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -8.448449e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 54353 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 160879 members 
Mstep: Class 6 contains 26009 members 
Mstep: Class 7 contains 15588 members 
Mstep: Class 8 contains 24870 members 
Mstep: Class 9 contains 168044 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 66387 members 
Mstep: Class 14 contains 15940 members 
Mstep: Class 15 contains 15148 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24214 members 
Mstep: Class 18 contains 198195 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -8.448439e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 54344 members 
Mstep: Class 4 contains 12927 members 
Mstep: Class 5 contains 160768 members 
Mstep: Class 6 contains 25946 members 
Mstep: Class 7 contains 15640 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 168054 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 66263 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 15159 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24214 members 
Mstep: Class 18 contains 198446 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
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Iteration 148Q: 19 clusters Score -8.448469e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 54336 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 160607 members 
Mstep: Class 6 contains 25884 members 
Mstep: Class 7 contains 15701 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 168069 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 66140 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 15166 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24207 members 
Mstep: Class 18 contains 198754 members 
Mstep: Class 20 contains 5129 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -8.448483e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 54327 members 
Mstep: Class 4 contains 12920 members 
Mstep: Class 5 contains 160443 members 
Mstep: Class 6 contains 25827 members 
Mstep: Class 7 contains 15744 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 168114 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 65998 members 
Mstep: Class 14 contains 15927 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24194 members 
Mstep: Class 18 contains 199057 members 
Mstep: Class 20 contains 5128 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -8.448487e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 54318 members 
Mstep: Class 4 contains 12918 members 
Mstep: Class 5 contains 160262 members 
Mstep: Class 6 contains 25749 members 
Mstep: Class 7 contains 15768 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 168148 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 65864 members 
Mstep: Class 14 contains 15930 members 
Mstep: Class 15 contains 15183 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24184 members 
Mstep: Class 18 contains 199399 members 
Mstep: Class 20 contains 5127 members 
Entering Unmasked Estep 
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Iteration 151Q: 19 clusters Score -8.448498e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 54308 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 160127 members 
Mstep: Class 6 contains 25680 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 168154 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 65729 members 
Mstep: Class 14 contains 15939 members 
Mstep: Class 15 contains 15190 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24176 members 
Mstep: Class 18 contains 199728 members 
Mstep: Class 20 contains 5126 members 
Entering Unmasked Estep 
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Iteration 152Q: 19 clusters Score -8.448482e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 54303 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 160005 members 
Mstep: Class 6 contains 25609 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 168166 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 65600 members 
Mstep: Class 14 contains 15932 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24180 members 
Mstep: Class 18 contains 200053 members 
Mstep: Class 20 contains 5124 members 
Entering Unmasked Estep 
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Iteration 153Q: 19 clusters Score -8.448499e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 54295 members 
Mstep: Class 4 contains 12888 members 
Mstep: Class 5 contains 159891 members 
Mstep: Class 6 contains 25544 members 
Mstep: Class 7 contains 15824 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 168163 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 65469 members 
Mstep: Class 14 contains 15925 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24185 members 
Mstep: Class 18 contains 200364 members 
Mstep: Class 20 contains 5122 members 
Entering Unmasked Estep 
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Iteration 154Q: 19 clusters Score -8.448508e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 54282 members 
Mstep: Class 4 contains 12884 members 
Mstep: Class 5 contains 159794 members 
Mstep: Class 6 contains 25489 members 
Mstep: Class 7 contains 15844 members 
Mstep: Class 8 contains 24883 members 
Mstep: Class 9 contains 168166 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 4907 members 
Mstep: Class 12 contains 65352 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 15 contains 15202 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 18 contains 200629 members 
Mstep: Class 20 contains 5121 members 
Entering Unmasked Estep 
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Iteration 155Q: 19 clusters Score -8.448518e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54264 members 
Mstep: Class 4 contains 12875 members 
Mstep: Class 5 contains 159720 members 
Mstep: Class 6 contains 25437 members 
Mstep: Class 7 contains 15853 members 
Mstep: Class 8 contains 24898 members 
Mstep: Class 9 contains 168184 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 65235 members 
Mstep: Class 14 contains 15933 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24153 members 
Mstep: Class 18 contains 200876 members 
Mstep: Class 20 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485296.000000 Penalty: 39790.128906
Iteration 156Q: 19 clusters Score -8.44853e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54247 members 
Mstep: Class 4 contains 12874 members 
Mstep: Class 5 contains 159650 members 
Mstep: Class 6 contains 25380 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 24907 members 
Mstep: Class 9 contains 168215 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 65129 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 15217 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24138 members 
Mstep: Class 18 contains 201098 members 
Mstep: Class 20 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485408.000000 Penalty: 39790.128906
Iteration 157Q: 19 clusters Score -8.448541e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54235 members 
Mstep: Class 4 contains 12871 members 
Mstep: Class 5 contains 159584 members 
Mstep: Class 6 contains 25313 members 
Mstep: Class 7 contains 15847 members 
Mstep: Class 8 contains 24911 members 
Mstep: Class 9 contains 168206 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 65026 members 
Mstep: Class 14 contains 15933 members 
Mstep: Class 15 contains 15227 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24125 members 
Mstep: Class 18 contains 201367 members 
Mstep: Class 20 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485352.000000 Penalty: 39790.128906
Iteration 158Q: 19 clusters Score -8.448535e+07 nChanged 930
Entering ConstructFrom: 
Score: -84485352.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Entering Unmasked Estep 
Score: -1217649.875000 Penalty: 1521.929321
	Iteration 0F: 2 clusters Score -1217650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1209422.625000 Penalty: 3043.858643
	Iteration 0F: 3 clusters Score -1209423 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1212270.000000 Penalty: 3043.858643
	Iteration 1F: 3 clusters Score -1212270 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1212591.750000 Penalty: 3043.858643
	Iteration 2F: 3 clusters Score -1212592 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1212877.500000 Penalty: 3043.858643
	Iteration 3F: 3 clusters Score -1212878 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1213173.500000 Penalty: 3043.858643
	Iteration 4Q: 3 clusters Score -1213174 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1213461.500000 Penalty: 3043.858643
	Iteration 5Q: 3 clusters Score -1213462 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1213702.750000 Penalty: 3043.858643
	Iteration 6Q: 3 clusters Score -1213703 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1213904.000000 Penalty: 3043.858643
	Iteration 7Q: 3 clusters Score -1213904 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1214077.500000 Penalty: 3043.858643
	Iteration 8Q: 3 clusters Score -1214078 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1214219.250000 Penalty: 3043.858643
	Iteration 9Q: 3 clusters Score -1214219 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1214330.875000 Penalty: 3043.858643
	Iteration 10Q: 3 clusters Score -1214331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1214446.125000 Penalty: 3043.858643
	Iteration 11Q: 3 clusters Score -1214446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1214527.500000 Penalty: 3043.858643
	Iteration 12Q: 3 clusters Score -1214528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1214599.625000 Penalty: 3043.858643
	Iteration 13Q: 3 clusters Score -1214600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1214651.500000 Penalty: 3043.858643
	Iteration 14Q: 3 clusters Score -1214652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1214704.875000 Penalty: 3043.858643
	Iteration 15Q: 3 clusters Score -1214705 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1214765.875000 Penalty: 3043.858643
	Iteration 16Q: 3 clusters Score -1214766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1214831.250000 Penalty: 3043.858643
	Iteration 17Q: 3 clusters Score -1214831 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1214909.875000 Penalty: 3043.858643
	Iteration 18Q: 3 clusters Score -1214910 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1214993.625000 Penalty: 3043.858643
	Iteration 19Q: 3 clusters Score -1214994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1215074.000000 Penalty: 3043.858643
	Iteration 20F: 3 clusters Score -1215074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1215141.125000 Penalty: 3043.858643
	Iteration 21Q: 3 clusters Score -1215141 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1215196.125000 Penalty: 3043.858643
	Iteration 22Q: 3 clusters Score -1215196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1215260.000000 Penalty: 3043.858643
	Iteration 23Q: 3 clusters Score -1215260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1215324.500000 Penalty: 3043.858643
	Iteration 24Q: 3 clusters Score -1215324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1215374.875000 Penalty: 3043.858643
	Iteration 25Q: 3 clusters Score -1215375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1215423.250000 Penalty: 3043.858643
	Iteration 26Q: 3 clusters Score -1215423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1215470.250000 Penalty: 3043.858643
	Iteration 27Q: 3 clusters Score -1215470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1215532.250000 Penalty: 3043.858643
	Iteration 28Q: 3 clusters Score -1215532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1215607.875000 Penalty: 3043.858643
	Iteration 29Q: 3 clusters Score -1215608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1215682.625000 Penalty: 3043.858643
	Iteration 30Q: 3 clusters Score -1215683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1215759.375000 Penalty: 3043.858643
	Iteration 31Q: 3 clusters Score -1215759 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1215834.000000 Penalty: 3043.858643
	Iteration 32Q: 3 clusters Score -1215834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1215891.750000 Penalty: 3043.858643
	Iteration 33Q: 3 clusters Score -1215892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1215951.375000 Penalty: 3043.858643
	Iteration 34Q: 3 clusters Score -1215951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1216010.625000 Penalty: 3043.858643
	Iteration 35Q: 3 clusters Score -1216011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1216057.750000 Penalty: 3043.858643
	Iteration 36Q: 3 clusters Score -1216058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1216109.750000 Penalty: 3043.858643
	Iteration 37Q: 3 clusters Score -1216110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1216161.000000 Penalty: 3043.858643
	Iteration 38Q: 3 clusters Score -1216161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1216194.500000 Penalty: 3043.858643
	Iteration 39Q: 3 clusters Score -1216194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1216226.875000 Penalty: 3043.858643
	Iteration 40F: 3 clusters Score -1216227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1216255.875000 Penalty: 3043.858643
	Iteration 41Q: 3 clusters Score -1216256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1216280.250000 Penalty: 3043.858643
	Iteration 42Q: 3 clusters Score -1216280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1216299.125000 Penalty: 3043.858643
	Iteration 43Q: 3 clusters Score -1216299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1216315.500000 Penalty: 3043.858643
	Iteration 44Q: 3 clusters Score -1216316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1216329.000000 Penalty: 3043.858643
	Iteration 45Q: 3 clusters Score -1216329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1216342.375000 Penalty: 3043.858643
	Iteration 46Q: 3 clusters Score -1216342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1216356.000000 Penalty: 3043.858643
	Iteration 47Q: 3 clusters Score -1216356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1216365.500000 Penalty: 3043.858643
	Iteration 48Q: 3 clusters Score -1216366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1216371.375000 Penalty: 3043.858643
	Iteration 49Q: 3 clusters Score -1216371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1216378.000000 Penalty: 3043.858643
	Iteration 50Q: 3 clusters Score -1216378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1216379.875000 Penalty: 3043.858643
	Iteration 51Q: 3 clusters Score -1216380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1216381.750000 Penalty: 3043.858643
	Iteration 52Q: 3 clusters Score -1216382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1216385.375000 Penalty: 3043.858643
	Iteration 53Q: 3 clusters Score -1216385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1216386.875000 Penalty: 3043.858643
	Iteration 54Q: 3 clusters Score -1216387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1216389.500000 Penalty: 3043.858643
	Iteration 55Q: 3 clusters Score -1216390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1216388.625000 Penalty: 3043.858643
	Iteration 56Q: 3 clusters Score -1216389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1216388.625000 Penalty: 3043.858643
	Iteration 57F: 3 clusters Score -1216389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -146053.390625 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -146053.4 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 689 members 
Entering Unmasked Estep 
Score: -144322.031250 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -144322 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144648.328125 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -144648.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -144731.968750 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -144732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144789.265625 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -144789.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144826.156250 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -144826.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144869.687500 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -144869.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144910.062500 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -144910.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144925.531250 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -144925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144939.125000 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -144939.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144949.890625 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -144949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144956.359375 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -144956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144959.828125 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -144959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144963.250000 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -144963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144964.546875 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -144964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144965.468750 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -144965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144968.015625 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -144968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144969.406250 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -144969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144969.406250 Penalty: 2351.576172
	Iteration 17F: 3 clusters Score -144969.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Entering Unmasked Estep 
Score: -5657264.000000 Penalty: 1771.410767
	Iteration 0F: 2 clusters Score -5657264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5621031.500000 Penalty: 3542.821533
	Iteration 0F: 3 clusters Score -5621032 nChanged 25436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5635469.000000 Penalty: 3542.821533
	Iteration 1F: 3 clusters Score -5635469 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -5636046.500000 Penalty: 3542.821533
	Iteration 2Q: 3 clusters Score -5636046 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5636823.500000 Penalty: 3542.821533
	Iteration 3Q: 3 clusters Score -5636824 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5638224.500000 Penalty: 3542.821533
	Iteration 4F: 3 clusters Score -5638224 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -5640630.000000 Penalty: 3542.821533
	Iteration 5F: 3 clusters Score -5640630 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -5644104.000000 Penalty: 3542.821533
	Iteration 6F: 3 clusters Score -5644104 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5648110.500000 Penalty: 3542.821533
	Iteration 7F: 3 clusters Score -5648110 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -5651557.000000 Penalty: 3542.821533
	Iteration 8F: 3 clusters Score -5651557 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -5654007.500000 Penalty: 3542.821533
	Iteration 9Q: 3 clusters Score -5654008 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5655186.500000 Penalty: 3542.821533
	Iteration 10Q: 3 clusters Score -5655186 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5655535.000000 Penalty: 3542.821533
	Iteration 11Q: 3 clusters Score -5655535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -5655618.000000 Penalty: 3542.821533
	Iteration 12Q: 3 clusters Score -5655618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -5655649.500000 Penalty: 3542.821533
	Iteration 13Q: 3 clusters Score -5655650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -5655675.000000 Penalty: 3542.821533
	Iteration 14Q: 3 clusters Score -5655675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -5655685.500000 Penalty: 3542.821533
	Iteration 15Q: 3 clusters Score -5655686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -5655699.000000 Penalty: 3542.821533
	Iteration 16Q: 3 clusters Score -5655699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -5655699.500000 Penalty: 3542.821533
	Iteration 17Q: 3 clusters Score -5655700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -5655706.000000 Penalty: 3542.821533
	Iteration 18Q: 3 clusters Score -5655706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -5655708.500000 Penalty: 3542.821533
	Iteration 19Q: 3 clusters Score -5655708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -5655712.000000 Penalty: 3542.821533
	Iteration 20F: 3 clusters Score -5655712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5655705.500000 Penalty: 3542.821533
	Iteration 21Q: 3 clusters Score -5655706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5655705.500000 Penalty: 3542.821533
	Iteration 22F: 3 clusters Score -5655706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Entering Unmasked Estep 
Score: -1352010.000000 Penalty: 1537.567749
	Iteration 0F: 2 clusters Score -1352010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1343049.750000 Penalty: 3075.135498
	Iteration 0F: 3 clusters Score -1343050 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1346009.875000 Penalty: 3075.135498
	Iteration 1F: 3 clusters Score -1346010 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1346312.625000 Penalty: 3075.135498
	Iteration 2F: 3 clusters Score -1346313 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1346610.875000 Penalty: 3075.135498
	Iteration 3Q: 3 clusters Score -1346611 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1346932.750000 Penalty: 3075.135498
	Iteration 4Q: 3 clusters Score -1346933 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1347276.500000 Penalty: 3075.135498
	Iteration 5Q: 3 clusters Score -1347276 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1347617.750000 Penalty: 3075.135498
	Iteration 6Q: 3 clusters Score -1347618 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1347991.750000 Penalty: 3075.135498
	Iteration 7Q: 3 clusters Score -1347992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1348339.000000 Penalty: 3075.135498
	Iteration 8Q: 3 clusters Score -1348339 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1348661.000000 Penalty: 3075.135498
	Iteration 9Q: 3 clusters Score -1348661 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1348947.750000 Penalty: 3075.135498
	Iteration 10Q: 3 clusters Score -1348948 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1349149.250000 Penalty: 3075.135498
	Iteration 11Q: 3 clusters Score -1349149 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1349275.500000 Penalty: 3075.135498
	Iteration 12Q: 3 clusters Score -1349276 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1349369.875000 Penalty: 3075.135498
	Iteration 13Q: 3 clusters Score -1349370 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1349418.875000 Penalty: 3075.135498
	Iteration 14Q: 3 clusters Score -1349419 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1349462.375000 Penalty: 3075.135498
	Iteration 15Q: 3 clusters Score -1349462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1349489.875000 Penalty: 3075.135498
	Iteration 16Q: 3 clusters Score -1349490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1349512.750000 Penalty: 3075.135498
	Iteration 17Q: 3 clusters Score -1349513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1349527.625000 Penalty: 3075.135498
	Iteration 18Q: 3 clusters Score -1349528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1349542.000000 Penalty: 3075.135498
	Iteration 19Q: 3 clusters Score -1349542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1349549.125000 Penalty: 3075.135498
	Iteration 20F: 3 clusters Score -1349549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1349553.750000 Penalty: 3075.135498
	Iteration 21Q: 3 clusters Score -1349554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1349559.000000 Penalty: 3075.135498
	Iteration 22Q: 3 clusters Score -1349559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1349565.250000 Penalty: 3075.135498
	Iteration 23Q: 3 clusters Score -1349565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1349572.875000 Penalty: 3075.135498
	Iteration 24Q: 3 clusters Score -1349573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1349576.000000 Penalty: 3075.135498
	Iteration 25Q: 3 clusters Score -1349576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1349582.375000 Penalty: 3075.135498
	Iteration 26Q: 3 clusters Score -1349582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1349586.625000 Penalty: 3075.135498
	Iteration 27Q: 3 clusters Score -1349587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1349595.250000 Penalty: 3075.135498
	Iteration 28Q: 3 clusters Score -1349595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1349606.625000 Penalty: 3075.135498
	Iteration 29Q: 3 clusters Score -1349607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1349612.875000 Penalty: 3075.135498
	Iteration 30Q: 3 clusters Score -1349613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1349625.375000 Penalty: 3075.135498
	Iteration 31Q: 3 clusters Score -1349625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1349634.750000 Penalty: 3075.135498
	Iteration 32Q: 3 clusters Score -1349635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1349640.250000 Penalty: 3075.135498
	Iteration 33Q: 3 clusters Score -1349640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1349642.625000 Penalty: 3075.135498
	Iteration 34Q: 3 clusters Score -1349643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1349646.500000 Penalty: 3075.135498
	Iteration 35Q: 3 clusters Score -1349646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1349652.125000 Penalty: 3075.135498
	Iteration 36Q: 3 clusters Score -1349652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1349655.125000 Penalty: 3075.135498
	Iteration 37Q: 3 clusters Score -1349655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1349661.750000 Penalty: 3075.135498
	Iteration 38Q: 3 clusters Score -1349662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1349662.375000 Penalty: 3075.135498
	Iteration 39Q: 3 clusters Score -1349662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1349663.875000 Penalty: 3075.135498
	Iteration 40F: 3 clusters Score -1349664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1349661.750000 Penalty: 3075.135498
	Iteration 41Q: 3 clusters Score -1349662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1349666.375000 Penalty: 3075.135498
	Iteration 42Q: 3 clusters Score -1349666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1349668.125000 Penalty: 3075.135498
	Iteration 43Q: 3 clusters Score -1349668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1349672.750000 Penalty: 3075.135498
	Iteration 44Q: 3 clusters Score -1349673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1349673.125000 Penalty: 3075.135498
	Iteration 45Q: 3 clusters Score -1349673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1349671.375000 Penalty: 3075.135498
	Iteration 46Q: 3 clusters Score -1349671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1349670.750000 Penalty: 3075.135498
	Iteration 47Q: 3 clusters Score -1349671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1349671.375000 Penalty: 3075.135498
	Iteration 48Q: 3 clusters Score -1349671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1349671.750000 Penalty: 3075.135498
	Iteration 49Q: 3 clusters Score -1349672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1349674.375000 Penalty: 3075.135498
	Iteration 50Q: 3 clusters Score -1349674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1349675.250000 Penalty: 3075.135498
	Iteration 51Q: 3 clusters Score -1349675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1349677.625000 Penalty: 3075.135498
	Iteration 52Q: 3 clusters Score -1349678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1349677.375000 Penalty: 3075.135498
	Iteration 53Q: 3 clusters Score -1349677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1349676.250000 Penalty: 3075.135498
	Iteration 54Q: 3 clusters Score -1349676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1349682.000000 Penalty: 3075.135498
	Iteration 55Q: 3 clusters Score -1349682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1349680.250000 Penalty: 3075.135498
	Iteration 56Q: 3 clusters Score -1349680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1349683.875000 Penalty: 3075.135498
	Iteration 57Q: 3 clusters Score -1349684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1349691.250000 Penalty: 3075.135498
	Iteration 58Q: 3 clusters Score -1349691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1349698.625000 Penalty: 3075.135498
	Iteration 59Q: 3 clusters Score -1349699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1349703.500000 Penalty: 3075.135498
	Iteration 60F: 3 clusters Score -1349704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1349711.000000 Penalty: 3075.135498
	Iteration 61Q: 3 clusters Score -1349711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1349715.125000 Penalty: 3075.135498
	Iteration 62Q: 3 clusters Score -1349715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1349720.375000 Penalty: 3075.135498
	Iteration 63Q: 3 clusters Score -1349720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1349729.000000 Penalty: 3075.135498
	Iteration 64Q: 3 clusters Score -1349729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1349737.250000 Penalty: 3075.135498
	Iteration 65Q: 3 clusters Score -1349737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1349745.000000 Penalty: 3075.135498
	Iteration 66Q: 3 clusters Score -1349745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1349749.500000 Penalty: 3075.135498
	Iteration 67Q: 3 clusters Score -1349750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1349751.625000 Penalty: 3075.135498
	Iteration 68Q: 3 clusters Score -1349752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1349757.375000 Penalty: 3075.135498
	Iteration 69Q: 3 clusters Score -1349757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1349762.500000 Penalty: 3075.135498
	Iteration 70Q: 3 clusters Score -1349762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1349769.750000 Penalty: 3075.135498
	Iteration 71Q: 3 clusters Score -1349770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1349772.125000 Penalty: 3075.135498
	Iteration 72Q: 3 clusters Score -1349772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1349776.500000 Penalty: 3075.135498
	Iteration 73Q: 3 clusters Score -1349776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1349785.625000 Penalty: 3075.135498
	Iteration 74Q: 3 clusters Score -1349786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1349788.375000 Penalty: 3075.135498
	Iteration 75Q: 3 clusters Score -1349788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1349793.875000 Penalty: 3075.135498
	Iteration 76Q: 3 clusters Score -1349794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1349803.875000 Penalty: 3075.135498
	Iteration 77Q: 3 clusters Score -1349804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1349813.875000 Penalty: 3075.135498
	Iteration 78Q: 3 clusters Score -1349814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1349825.625000 Penalty: 3075.135498
	Iteration 79Q: 3 clusters Score -1349826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1349842.250000 Penalty: 3075.135498
	Iteration 80F: 3 clusters Score -1349842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1349855.250000 Penalty: 3075.135498
	Iteration 81Q: 3 clusters Score -1349855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1349873.250000 Penalty: 3075.135498
	Iteration 82Q: 3 clusters Score -1349873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1349886.250000 Penalty: 3075.135498
	Iteration 83Q: 3 clusters Score -1349886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1349901.000000 Penalty: 3075.135498
	Iteration 84Q: 3 clusters Score -1349901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1349930.500000 Penalty: 3075.135498
	Iteration 85Q: 3 clusters Score -1349930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1349950.875000 Penalty: 3075.135498
	Iteration 86Q: 3 clusters Score -1349951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1349976.625000 Penalty: 3075.135498
	Iteration 87Q: 3 clusters Score -1349977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1350003.625000 Penalty: 3075.135498
	Iteration 88Q: 3 clusters Score -1350004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1350027.250000 Penalty: 3075.135498
	Iteration 89Q: 3 clusters Score -1350027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1350059.875000 Penalty: 3075.135498
	Iteration 90Q: 3 clusters Score -1350060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1350091.250000 Penalty: 3075.135498
	Iteration 91Q: 3 clusters Score -1350091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1350110.000000 Penalty: 3075.135498
	Iteration 92Q: 3 clusters Score -1350110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1350135.500000 Penalty: 3075.135498
	Iteration 93Q: 3 clusters Score -1350136 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1350155.500000 Penalty: 3075.135498
	Iteration 94Q: 3 clusters Score -1350156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1350173.375000 Penalty: 3075.135498
	Iteration 95Q: 3 clusters Score -1350173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1350197.625000 Penalty: 3075.135498
	Iteration 96Q: 3 clusters Score -1350198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1350224.500000 Penalty: 3075.135498
	Iteration 97Q: 3 clusters Score -1350224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1350250.000000 Penalty: 3075.135498
	Iteration 98Q: 3 clusters Score -1350250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1350298.000000 Penalty: 3075.135498
	Iteration 99Q: 3 clusters Score -1350298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1350324.875000 Penalty: 3075.135498
	Iteration 100F: 3 clusters Score -1350325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1350360.875000 Penalty: 3075.135498
	Iteration 101Q: 3 clusters Score -1350361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1350400.000000 Penalty: 3075.135498
	Iteration 102Q: 3 clusters Score -1350400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1350429.250000 Penalty: 3075.135498
	Iteration 103Q: 3 clusters Score -1350429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1350460.875000 Penalty: 3075.135498
	Iteration 104Q: 3 clusters Score -1350461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1350514.750000 Penalty: 3075.135498
	Iteration 105Q: 3 clusters Score -1350515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1350581.125000 Penalty: 3075.135498
	Iteration 106Q: 3 clusters Score -1350581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1350651.250000 Penalty: 3075.135498
	Iteration 107Q: 3 clusters Score -1350651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1350697.125000 Penalty: 3075.135498
	Iteration 108Q: 3 clusters Score -1350697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1350744.000000 Penalty: 3075.135498
	Iteration 109Q: 3 clusters Score -1350744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1350793.625000 Penalty: 3075.135498
	Iteration 110Q: 3 clusters Score -1350794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1350845.625000 Penalty: 3075.135498
	Iteration 111Q: 3 clusters Score -1350846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1350891.625000 Penalty: 3075.135498
	Iteration 112Q: 3 clusters Score -1350892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1350941.125000 Penalty: 3075.135498
	Iteration 113Q: 3 clusters Score -1350941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1350976.500000 Penalty: 3075.135498
	Iteration 114Q: 3 clusters Score -1350976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1351013.375000 Penalty: 3075.135498
	Iteration 115Q: 3 clusters Score -1351013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1351046.000000 Penalty: 3075.135498
	Iteration 116Q: 3 clusters Score -1351046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1351072.500000 Penalty: 3075.135498
	Iteration 117Q: 3 clusters Score -1351072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1351082.750000 Penalty: 3075.135498
	Iteration 118Q: 3 clusters Score -1351083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1351089.875000 Penalty: 3075.135498
	Iteration 119Q: 3 clusters Score -1351090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1351093.250000 Penalty: 3075.135498
	Iteration 120F: 3 clusters Score -1351093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1351102.625000 Penalty: 3075.135498
	Iteration 121Q: 3 clusters Score -1351103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1351117.500000 Penalty: 3075.135498
	Iteration 122Q: 3 clusters Score -1351118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1351135.375000 Penalty: 3075.135498
	Iteration 123Q: 3 clusters Score -1351135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1351143.000000 Penalty: 3075.135498
	Iteration 124Q: 3 clusters Score -1351143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1351146.250000 Penalty: 3075.135498
	Iteration 125Q: 3 clusters Score -1351146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1351153.750000 Penalty: 3075.135498
	Iteration 126Q: 3 clusters Score -1351154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1351157.000000 Penalty: 3075.135498
	Iteration 127Q: 3 clusters Score -1351157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1351159.000000 Penalty: 3075.135498
	Iteration 128Q: 3 clusters Score -1351159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1351159.375000 Penalty: 3075.135498
	Iteration 129Q: 3 clusters Score -1351159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1351159.500000 Penalty: 3075.135498
	Iteration 130Q: 3 clusters Score -1351160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1351159.500000 Penalty: 3075.135498
	Iteration 131F: 3 clusters Score -1351160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Entering Unmasked Estep 
Score: -17067658.000000 Penalty: 1946.723389
	Iteration 0F: 2 clusters Score -1.706766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -16962292.000000 Penalty: 3893.446777
	Iteration 0F: 3 clusters Score -1.696229e+07 nChanged 76831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -17008028.000000 Penalty: 3893.446777
	Iteration 1F: 3 clusters Score -1.700803e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -17009356.000000 Penalty: 3893.446777
	Iteration 2Q: 3 clusters Score -1.700936e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -17011786.000000 Penalty: 3893.446777
	Iteration 3Q: 3 clusters Score -1.701179e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -17016298.000000 Penalty: 3893.446777
	Iteration 4F: 3 clusters Score -1.70163e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -17024132.000000 Penalty: 3893.446777
	Iteration 5F: 3 clusters Score -1.702413e+07 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -17035520.000000 Penalty: 3893.446777
	Iteration 6F: 3 clusters Score -1.703552e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 138379 members 
Entering Unmasked Estep 
Score: -17048504.000000 Penalty: 3893.446777
	Iteration 7F: 3 clusters Score -1.70485e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 148446 members 
Entering Unmasked Estep 
Score: -17058334.000000 Penalty: 3893.446777
	Iteration 8F: 3 clusters Score -1.705833e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -17063168.000000 Penalty: 3893.446777
	Iteration 9Q: 3 clusters Score -1.706317e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -17065016.000000 Penalty: 3893.446777
	Iteration 10Q: 3 clusters Score -1.706502e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -17065790.000000 Penalty: 3893.446777
	Iteration 11Q: 3 clusters Score -1.706579e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 157591 members 
Entering Unmasked Estep 
Score: -17066142.000000 Penalty: 3893.446777
	Iteration 12Q: 3 clusters Score -1.706614e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -17066314.000000 Penalty: 3893.446777
	Iteration 13Q: 3 clusters Score -1.706631e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -17066420.000000 Penalty: 3893.446777
	Iteration 14Q: 3 clusters Score -1.706642e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -17066492.000000 Penalty: 3893.446777
	Iteration 15Q: 3 clusters Score -1.706649e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -17066556.000000 Penalty: 3893.446777
	Iteration 16Q: 3 clusters Score -1.706656e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 157969 members 
Entering Unmasked Estep 
Score: -17066612.000000 Penalty: 3893.446777
	Iteration 17Q: 3 clusters Score -1.706661e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -17066656.000000 Penalty: 3893.446777
	Iteration 18Q: 3 clusters Score -1.706666e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 158014 members 
Entering Unmasked Estep 
Score: -17066682.000000 Penalty: 3893.446777
	Iteration 19Q: 3 clusters Score -1.706668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -17066682.000000 Penalty: 3893.446777
	Iteration 20F: 3 clusters Score -1.706668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 158050 members 
Entering Unmasked Estep 
Score: -17066720.000000 Penalty: 3893.446777
	Iteration 21Q: 3 clusters Score -1.706672e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -17066730.000000 Penalty: 3893.446777
	Iteration 22Q: 3 clusters Score -1.706673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 158088 members 
Entering Unmasked Estep 
Score: -17066744.000000 Penalty: 3893.446777
	Iteration 23Q: 3 clusters Score -1.706674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 158100 members 
Entering Unmasked Estep 
Score: -17066764.000000 Penalty: 3893.446777
	Iteration 24Q: 3 clusters Score -1.706676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 158109 members 
Entering Unmasked Estep 
Score: -17066774.000000 Penalty: 3893.446777
	Iteration 25Q: 3 clusters Score -1.706677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -17066778.000000 Penalty: 3893.446777
	Iteration 26Q: 3 clusters Score -1.706678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -17066782.000000 Penalty: 3893.446777
	Iteration 27Q: 3 clusters Score -1.706678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -17066782.000000 Penalty: 3893.446777
	Iteration 28Q: 3 clusters Score -1.706678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -17066808.000000 Penalty: 3893.446777
	Iteration 29Q: 3 clusters Score -1.706681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -17066818.000000 Penalty: 3893.446777
	Iteration 30Q: 3 clusters Score -1.706682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -17066818.000000 Penalty: 3893.446777
	Iteration 31Q: 3 clusters Score -1.706682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -17066822.000000 Penalty: 3893.446777
	Iteration 32Q: 3 clusters Score -1.706682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 33Q: 3 clusters Score -1.706683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -17066820.000000 Penalty: 3893.446777
	Iteration 34Q: 3 clusters Score -1.706682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -17066830.000000 Penalty: 3893.446777
	Iteration 35Q: 3 clusters Score -1.706683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -17066836.000000 Penalty: 3893.446777
	Iteration 36Q: 3 clusters Score -1.706684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 37Q: 3 clusters Score -1.706683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 38Q: 3 clusters Score -1.706683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -17066828.000000 Penalty: 3893.446777
	Iteration 39Q: 3 clusters Score -1.706683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 40F: 3 clusters Score -1.706683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066816.000000 Penalty: 3893.446777
	Iteration 41Q: 3 clusters Score -1.706682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066824.000000 Penalty: 3893.446777
	Iteration 42Q: 3 clusters Score -1.706682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066822.000000 Penalty: 3893.446777
	Iteration 43Q: 3 clusters Score -1.706682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 44Q: 3 clusters Score -1.706683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17066820.000000 Penalty: 3893.446777
	Iteration 45Q: 3 clusters Score -1.706682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -17066832.000000 Penalty: 3893.446777
	Iteration 46Q: 3 clusters Score -1.706683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 47Q: 3 clusters Score -1.706683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 158158 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 48Q: 3 clusters Score -1.706683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 49Q: 3 clusters Score -1.706683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -17066828.000000 Penalty: 3893.446777
	Iteration 50Q: 3 clusters Score -1.706683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -17066824.000000 Penalty: 3893.446777
	Iteration 51Q: 3 clusters Score -1.706682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 52Q: 3 clusters Score -1.706683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -17066826.000000 Penalty: 3893.446777
	Iteration 53F: 3 clusters Score -1.706683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Entering Unmasked Estep 
Score: -2745488.000000 Penalty: 1647.123657
	Iteration 0F: 2 clusters Score -2745488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2728439.250000 Penalty: 3294.247314
	Iteration 0F: 3 clusters Score -2728439 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2734615.750000 Penalty: 3294.247314
	Iteration 1F: 3 clusters Score -2734616 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2734965.250000 Penalty: 3294.247314
	Iteration 2Q: 3 clusters Score -2734965 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2735359.000000 Penalty: 3294.247314
	Iteration 3Q: 3 clusters Score -2735359 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2735861.500000 Penalty: 3294.247314
	Iteration 4Q: 3 clusters Score -2735862 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2736641.000000 Penalty: 3294.247314
	Iteration 5F: 3 clusters Score -2736641 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2737770.750000 Penalty: 3294.247314
	Iteration 6F: 3 clusters Score -2737771 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2739158.750000 Penalty: 3294.247314
	Iteration 7F: 3 clusters Score -2739159 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2740678.500000 Penalty: 3294.247314
	Iteration 8F: 3 clusters Score -2740678 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2742048.500000 Penalty: 3294.247314
	Iteration 9F: 3 clusters Score -2742048 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2742770.750000 Penalty: 3294.247314
	Iteration 10Q: 3 clusters Score -2742771 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2743091.500000 Penalty: 3294.247314
	Iteration 11Q: 3 clusters Score -2743092 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2743277.250000 Penalty: 3294.247314
	Iteration 12Q: 3 clusters Score -2743277 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2743396.250000 Penalty: 3294.247314
	Iteration 13Q: 3 clusters Score -2743396 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2743503.250000 Penalty: 3294.247314
	Iteration 14Q: 3 clusters Score -2743503 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2743571.250000 Penalty: 3294.247314
	Iteration 15Q: 3 clusters Score -2743571 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2743629.000000 Penalty: 3294.247314
	Iteration 16Q: 3 clusters Score -2743629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2743675.500000 Penalty: 3294.247314
	Iteration 17Q: 3 clusters Score -2743676 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2743722.750000 Penalty: 3294.247314
	Iteration 18Q: 3 clusters Score -2743723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2743764.500000 Penalty: 3294.247314
	Iteration 19Q: 3 clusters Score -2743764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2743788.750000 Penalty: 3294.247314
	Iteration 20F: 3 clusters Score -2743789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2743813.500000 Penalty: 3294.247314
	Iteration 21Q: 3 clusters Score -2743814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2743850.500000 Penalty: 3294.247314
	Iteration 22Q: 3 clusters Score -2743850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2743880.500000 Penalty: 3294.247314
	Iteration 23Q: 3 clusters Score -2743880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2743916.500000 Penalty: 3294.247314
	Iteration 24Q: 3 clusters Score -2743916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2743944.000000 Penalty: 3294.247314
	Iteration 25Q: 3 clusters Score -2743944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2743969.750000 Penalty: 3294.247314
	Iteration 26Q: 3 clusters Score -2743970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2743991.250000 Penalty: 3294.247314
	Iteration 27Q: 3 clusters Score -2743991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2744013.000000 Penalty: 3294.247314
	Iteration 28Q: 3 clusters Score -2744013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2744022.250000 Penalty: 3294.247314
	Iteration 29Q: 3 clusters Score -2744022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2744036.500000 Penalty: 3294.247314
	Iteration 30Q: 3 clusters Score -2744036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2744050.750000 Penalty: 3294.247314
	Iteration 31Q: 3 clusters Score -2744051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2744052.250000 Penalty: 3294.247314
	Iteration 32Q: 3 clusters Score -2744052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2744059.000000 Penalty: 3294.247314
	Iteration 33Q: 3 clusters Score -2744059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2744069.250000 Penalty: 3294.247314
	Iteration 34Q: 3 clusters Score -2744069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2744072.000000 Penalty: 3294.247314
	Iteration 35Q: 3 clusters Score -2744072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2744079.250000 Penalty: 3294.247314
	Iteration 36Q: 3 clusters Score -2744079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2744085.500000 Penalty: 3294.247314
	Iteration 37Q: 3 clusters Score -2744086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2744100.750000 Penalty: 3294.247314
	Iteration 38Q: 3 clusters Score -2744101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2744099.250000 Penalty: 3294.247314
	Iteration 39Q: 3 clusters Score -2744099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2744115.250000 Penalty: 3294.247314
	Iteration 40F: 3 clusters Score -2744115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2744123.000000 Penalty: 3294.247314
	Iteration 41Q: 3 clusters Score -2744123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2744132.500000 Penalty: 3294.247314
	Iteration 42Q: 3 clusters Score -2744132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2744141.750000 Penalty: 3294.247314
	Iteration 43Q: 3 clusters Score -2744142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2744158.000000 Penalty: 3294.247314
	Iteration 44Q: 3 clusters Score -2744158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2744158.500000 Penalty: 3294.247314
	Iteration 45Q: 3 clusters Score -2744158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2744163.000000 Penalty: 3294.247314
	Iteration 46Q: 3 clusters Score -2744163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2744178.250000 Penalty: 3294.247314
	Iteration 47Q: 3 clusters Score -2744178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2744186.500000 Penalty: 3294.247314
	Iteration 48Q: 3 clusters Score -2744186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2744193.750000 Penalty: 3294.247314
	Iteration 49Q: 3 clusters Score -2744194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2744198.000000 Penalty: 3294.247314
	Iteration 50Q: 3 clusters Score -2744198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2744205.000000 Penalty: 3294.247314
	Iteration 51Q: 3 clusters Score -2744205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2744208.000000 Penalty: 3294.247314
	Iteration 52Q: 3 clusters Score -2744208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2744209.250000 Penalty: 3294.247314
	Iteration 53Q: 3 clusters Score -2744209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2744215.250000 Penalty: 3294.247314
	Iteration 54Q: 3 clusters Score -2744215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2744215.000000 Penalty: 3294.247314
	Iteration 55Q: 3 clusters Score -2744215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2744219.000000 Penalty: 3294.247314
	Iteration 56Q: 3 clusters Score -2744219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2744221.750000 Penalty: 3294.247314
	Iteration 57Q: 3 clusters Score -2744222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2744224.250000 Penalty: 3294.247314
	Iteration 58Q: 3 clusters Score -2744224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2744225.500000 Penalty: 3294.247314
	Iteration 59Q: 3 clusters Score -2744226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2744225.000000 Penalty: 3294.247314
	Iteration 60F: 3 clusters Score -2744225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2744225.750000 Penalty: 3294.247314
	Iteration 61Q: 3 clusters Score -2744226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2744232.750000 Penalty: 3294.247314
	Iteration 62Q: 3 clusters Score -2744233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2744233.500000 Penalty: 3294.247314
	Iteration 63Q: 3 clusters Score -2744234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2744234.500000 Penalty: 3294.247314
	Iteration 64Q: 3 clusters Score -2744234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2744235.750000 Penalty: 3294.247314
	Iteration 65Q: 3 clusters Score -2744236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2744243.000000 Penalty: 3294.247314
	Iteration 66Q: 3 clusters Score -2744243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2744241.500000 Penalty: 3294.247314
	Iteration 67Q: 3 clusters Score -2744242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2744241.250000 Penalty: 3294.247314
	Iteration 68Q: 3 clusters Score -2744241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2744240.250000 Penalty: 3294.247314
	Iteration 69Q: 3 clusters Score -2744240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2744247.750000 Penalty: 3294.247314
	Iteration 70Q: 3 clusters Score -2744248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2744249.000000 Penalty: 3294.247314
	Iteration 71Q: 3 clusters Score -2744249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2744250.000000 Penalty: 3294.247314
	Iteration 72Q: 3 clusters Score -2744250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2744253.000000 Penalty: 3294.247314
	Iteration 73Q: 3 clusters Score -2744253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2744256.000000 Penalty: 3294.247314
	Iteration 74Q: 3 clusters Score -2744256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2744254.500000 Penalty: 3294.247314
	Iteration 75Q: 3 clusters Score -2744254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2744258.000000 Penalty: 3294.247314
	Iteration 76Q: 3 clusters Score -2744258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2744260.500000 Penalty: 3294.247314
	Iteration 77Q: 3 clusters Score -2744260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2744264.500000 Penalty: 3294.247314
	Iteration 78Q: 3 clusters Score -2744264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2744264.250000 Penalty: 3294.247314
	Iteration 79Q: 3 clusters Score -2744264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2744263.500000 Penalty: 3294.247314
	Iteration 80F: 3 clusters Score -2744264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Entering Unmasked Estep 
Score: -1729988.250000 Penalty: 1571.514893
	Iteration 0F: 2 clusters Score -1729988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1718981.750000 Penalty: 3143.029785
	Iteration 0F: 3 clusters Score -1718982 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1722786.000000 Penalty: 3143.029785
	Iteration 1F: 3 clusters Score -1722786 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1723103.500000 Penalty: 3143.029785
	Iteration 2F: 3 clusters Score -1723104 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1723407.750000 Penalty: 3143.029785
	Iteration 3Q: 3 clusters Score -1723408 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1723688.500000 Penalty: 3143.029785
	Iteration 4Q: 3 clusters Score -1723688 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1723976.750000 Penalty: 3143.029785
	Iteration 5Q: 3 clusters Score -1723977 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1724284.500000 Penalty: 3143.029785
	Iteration 6Q: 3 clusters Score -1724284 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1724673.875000 Penalty: 3143.029785
	Iteration 7Q: 3 clusters Score -1724674 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1725209.875000 Penalty: 3143.029785
	Iteration 8F: 3 clusters Score -1725210 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1725896.625000 Penalty: 3143.029785
	Iteration 9F: 3 clusters Score -1725897 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1726667.375000 Penalty: 3143.029785
	Iteration 10F: 3 clusters Score -1726667 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1727152.250000 Penalty: 3143.029785
	Iteration 11Q: 3 clusters Score -1727152 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1727361.750000 Penalty: 3143.029785
	Iteration 12Q: 3 clusters Score -1727362 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1727455.375000 Penalty: 3143.029785
	Iteration 13Q: 3 clusters Score -1727455 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1727517.125000 Penalty: 3143.029785
	Iteration 14Q: 3 clusters Score -1727517 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1727559.375000 Penalty: 3143.029785
	Iteration 15Q: 3 clusters Score -1727559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1727593.750000 Penalty: 3143.029785
	Iteration 16Q: 3 clusters Score -1727594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1727618.625000 Penalty: 3143.029785
	Iteration 17Q: 3 clusters Score -1727619 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1727653.875000 Penalty: 3143.029785
	Iteration 18Q: 3 clusters Score -1727654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1727692.875000 Penalty: 3143.029785
	Iteration 19Q: 3 clusters Score -1727693 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1727723.625000 Penalty: 3143.029785
	Iteration 20F: 3 clusters Score -1727724 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1727752.250000 Penalty: 3143.029785
	Iteration 21Q: 3 clusters Score -1727752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1727779.875000 Penalty: 3143.029785
	Iteration 22Q: 3 clusters Score -1727780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1727803.125000 Penalty: 3143.029785
	Iteration 23Q: 3 clusters Score -1727803 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1727836.125000 Penalty: 3143.029785
	Iteration 24Q: 3 clusters Score -1727836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1727876.375000 Penalty: 3143.029785
	Iteration 25Q: 3 clusters Score -1727876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1727909.125000 Penalty: 3143.029785
	Iteration 26Q: 3 clusters Score -1727909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1727944.375000 Penalty: 3143.029785
	Iteration 27Q: 3 clusters Score -1727944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1727994.000000 Penalty: 3143.029785
	Iteration 28Q: 3 clusters Score -1727994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1728031.750000 Penalty: 3143.029785
	Iteration 29Q: 3 clusters Score -1728032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1728070.250000 Penalty: 3143.029785
	Iteration 30Q: 3 clusters Score -1728070 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1728115.125000 Penalty: 3143.029785
	Iteration 31Q: 3 clusters Score -1728115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1728156.375000 Penalty: 3143.029785
	Iteration 32Q: 3 clusters Score -1728156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1728202.500000 Penalty: 3143.029785
	Iteration 33Q: 3 clusters Score -1728202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1728242.125000 Penalty: 3143.029785
	Iteration 34Q: 3 clusters Score -1728242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1728274.375000 Penalty: 3143.029785
	Iteration 35Q: 3 clusters Score -1728274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1728303.875000 Penalty: 3143.029785
	Iteration 36Q: 3 clusters Score -1728304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1728319.625000 Penalty: 3143.029785
	Iteration 37Q: 3 clusters Score -1728320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1728343.625000 Penalty: 3143.029785
	Iteration 38Q: 3 clusters Score -1728344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1728375.625000 Penalty: 3143.029785
	Iteration 39Q: 3 clusters Score -1728376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1728394.000000 Penalty: 3143.029785
	Iteration 40F: 3 clusters Score -1728394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1728412.875000 Penalty: 3143.029785
	Iteration 41Q: 3 clusters Score -1728413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1728433.000000 Penalty: 3143.029785
	Iteration 42Q: 3 clusters Score -1728433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1728449.125000 Penalty: 3143.029785
	Iteration 43Q: 3 clusters Score -1728449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1728465.625000 Penalty: 3143.029785
	Iteration 44Q: 3 clusters Score -1728466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1728484.625000 Penalty: 3143.029785
	Iteration 45Q: 3 clusters Score -1728485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1728503.500000 Penalty: 3143.029785
	Iteration 46Q: 3 clusters Score -1728504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1728515.375000 Penalty: 3143.029785
	Iteration 47Q: 3 clusters Score -1728515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1728524.625000 Penalty: 3143.029785
	Iteration 48Q: 3 clusters Score -1728525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1728528.625000 Penalty: 3143.029785
	Iteration 49Q: 3 clusters Score -1728529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1728538.875000 Penalty: 3143.029785
	Iteration 50Q: 3 clusters Score -1728539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1728541.125000 Penalty: 3143.029785
	Iteration 51Q: 3 clusters Score -1728541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1728548.750000 Penalty: 3143.029785
	Iteration 52Q: 3 clusters Score -1728549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1728553.000000 Penalty: 3143.029785
	Iteration 53Q: 3 clusters Score -1728553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1728555.875000 Penalty: 3143.029785
	Iteration 54Q: 3 clusters Score -1728556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1728558.500000 Penalty: 3143.029785
	Iteration 55Q: 3 clusters Score -1728558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1728565.375000 Penalty: 3143.029785
	Iteration 56Q: 3 clusters Score -1728565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1728569.750000 Penalty: 3143.029785
	Iteration 57Q: 3 clusters Score -1728570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1728573.000000 Penalty: 3143.029785
	Iteration 58Q: 3 clusters Score -1728573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1728574.375000 Penalty: 3143.029785
	Iteration 59Q: 3 clusters Score -1728574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1728571.625000 Penalty: 3143.029785
	Iteration 60F: 3 clusters Score -1728572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1728574.000000 Penalty: 3143.029785
	Iteration 61Q: 3 clusters Score -1728574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1728576.875000 Penalty: 3143.029785
	Iteration 62Q: 3 clusters Score -1728577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1728575.500000 Penalty: 3143.029785
	Iteration 63Q: 3 clusters Score -1728576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1728579.125000 Penalty: 3143.029785
	Iteration 64Q: 3 clusters Score -1728579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1728580.000000 Penalty: 3143.029785
	Iteration 65Q: 3 clusters Score -1728580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1728580.375000 Penalty: 3143.029785
	Iteration 66Q: 3 clusters Score -1728580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1728579.125000 Penalty: 3143.029785
	Iteration 67Q: 3 clusters Score -1728579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1728585.875000 Penalty: 3143.029785
	Iteration 68Q: 3 clusters Score -1728586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1728588.500000 Penalty: 3143.029785
	Iteration 69Q: 3 clusters Score -1728588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1728589.000000 Penalty: 3143.029785
	Iteration 70Q: 3 clusters Score -1728589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1728595.000000 Penalty: 3143.029785
	Iteration 71Q: 3 clusters Score -1728595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1728589.625000 Penalty: 3143.029785
	Iteration 72Q: 3 clusters Score -1728590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1728592.500000 Penalty: 3143.029785
	Iteration 73Q: 3 clusters Score -1728592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1728591.750000 Penalty: 3143.029785
	Iteration 74Q: 3 clusters Score -1728592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1728595.875000 Penalty: 3143.029785
	Iteration 75Q: 3 clusters Score -1728596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1728596.875000 Penalty: 3143.029785
	Iteration 76Q: 3 clusters Score -1728597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1728601.625000 Penalty: 3143.029785
	Iteration 77Q: 3 clusters Score -1728602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1728601.125000 Penalty: 3143.029785
	Iteration 78Q: 3 clusters Score -1728601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1728603.375000 Penalty: 3143.029785
	Iteration 79Q: 3 clusters Score -1728603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1728602.375000 Penalty: 3143.029785
	Iteration 80F: 3 clusters Score -1728602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1728599.750000 Penalty: 3143.029785
	Iteration 81Q: 3 clusters Score -1728600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1728602.000000 Penalty: 3143.029785
	Iteration 82Q: 3 clusters Score -1728602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1728604.625000 Penalty: 3143.029785
	Iteration 83Q: 3 clusters Score -1728605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1728604.500000 Penalty: 3143.029785
	Iteration 84Q: 3 clusters Score -1728604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1728604.875000 Penalty: 3143.029785
	Iteration 85Q: 3 clusters Score -1728605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1728607.875000 Penalty: 3143.029785
	Iteration 86Q: 3 clusters Score -1728608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1728610.250000 Penalty: 3143.029785
	Iteration 87Q: 3 clusters Score -1728610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1728610.000000 Penalty: 3143.029785
	Iteration 88Q: 3 clusters Score -1728610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1728611.125000 Penalty: 3143.029785
	Iteration 89Q: 3 clusters Score -1728611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1728612.125000 Penalty: 3143.029785
	Iteration 90Q: 3 clusters Score -1728612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1728613.250000 Penalty: 3143.029785
	Iteration 91Q: 3 clusters Score -1728613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1728612.000000 Penalty: 3143.029785
	Iteration 92Q: 3 clusters Score -1728612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1728611.000000 Penalty: 3143.029785
	Iteration 93Q: 3 clusters Score -1728611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1728613.875000 Penalty: 3143.029785
	Iteration 94Q: 3 clusters Score -1728614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1728614.500000 Penalty: 3143.029785
	Iteration 95Q: 3 clusters Score -1728614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1728616.625000 Penalty: 3143.029785
	Iteration 96Q: 3 clusters Score -1728617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1728617.500000 Penalty: 3143.029785
	Iteration 97Q: 3 clusters Score -1728618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1728618.500000 Penalty: 3143.029785
	Iteration 98Q: 3 clusters Score -1728618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1728619.750000 Penalty: 3143.029785
	Iteration 99Q: 3 clusters Score -1728620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1728625.375000 Penalty: 3143.029785
	Iteration 100F: 3 clusters Score -1728625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1728629.500000 Penalty: 3143.029785
	Iteration 101Q: 3 clusters Score -1728630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1728630.250000 Penalty: 3143.029785
	Iteration 102Q: 3 clusters Score -1728630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1728632.750000 Penalty: 3143.029785
	Iteration 103Q: 3 clusters Score -1728633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1728636.875000 Penalty: 3143.029785
	Iteration 104Q: 3 clusters Score -1728637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1728635.500000 Penalty: 3143.029785
	Iteration 105Q: 3 clusters Score -1728636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1728639.375000 Penalty: 3143.029785
	Iteration 106Q: 3 clusters Score -1728639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1728642.125000 Penalty: 3143.029785
	Iteration 107Q: 3 clusters Score -1728642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1728641.625000 Penalty: 3143.029785
	Iteration 108Q: 3 clusters Score -1728642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1728648.625000 Penalty: 3143.029785
	Iteration 109Q: 3 clusters Score -1728649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1728651.750000 Penalty: 3143.029785
	Iteration 110Q: 3 clusters Score -1728652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1728655.000000 Penalty: 3143.029785
	Iteration 111Q: 3 clusters Score -1728655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1728663.750000 Penalty: 3143.029785
	Iteration 112Q: 3 clusters Score -1728664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1728667.875000 Penalty: 3143.029785
	Iteration 113Q: 3 clusters Score -1728668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1728678.500000 Penalty: 3143.029785
	Iteration 114Q: 3 clusters Score -1728678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1728680.250000 Penalty: 3143.029785
	Iteration 115Q: 3 clusters Score -1728680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1728688.000000 Penalty: 3143.029785
	Iteration 116Q: 3 clusters Score -1728688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1728694.375000 Penalty: 3143.029785
	Iteration 117Q: 3 clusters Score -1728694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1728698.125000 Penalty: 3143.029785
	Iteration 118Q: 3 clusters Score -1728698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1728701.875000 Penalty: 3143.029785
	Iteration 119Q: 3 clusters Score -1728702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1728707.750000 Penalty: 3143.029785
	Iteration 120F: 3 clusters Score -1728708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1728718.375000 Penalty: 3143.029785
	Iteration 121Q: 3 clusters Score -1728718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1728718.375000 Penalty: 3143.029785
	Iteration 122Q: 3 clusters Score -1728718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1728718.250000 Penalty: 3143.029785
	Iteration 123Q: 3 clusters Score -1728718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1728722.375000 Penalty: 3143.029785
	Iteration 124Q: 3 clusters Score -1728722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1728723.250000 Penalty: 3143.029785
	Iteration 125Q: 3 clusters Score -1728723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1728726.875000 Penalty: 3143.029785
	Iteration 126Q: 3 clusters Score -1728727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1728725.250000 Penalty: 3143.029785
	Iteration 127Q: 3 clusters Score -1728725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1728727.500000 Penalty: 3143.029785
	Iteration 128Q: 3 clusters Score -1728728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1728729.375000 Penalty: 3143.029785
	Iteration 129Q: 3 clusters Score -1728729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1728731.125000 Penalty: 3143.029785
	Iteration 130Q: 3 clusters Score -1728731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1728734.000000 Penalty: 3143.029785
	Iteration 131Q: 3 clusters Score -1728734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1728735.500000 Penalty: 3143.029785
	Iteration 132Q: 3 clusters Score -1728736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1728736.375000 Penalty: 3143.029785
	Iteration 133Q: 3 clusters Score -1728736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1728737.625000 Penalty: 3143.029785
	Iteration 134Q: 3 clusters Score -1728738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1728737.250000 Penalty: 3143.029785
	Iteration 135Q: 3 clusters Score -1728737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1728737.250000 Penalty: 3143.029785
	Iteration 136F: 3 clusters Score -1728737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Entering Unmasked Estep 
Score: -2601701.750000 Penalty: 1645.102417
	Iteration 0F: 2 clusters Score -2601702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2585022.000000 Penalty: 3290.204834
	Iteration 0F: 3 clusters Score -2585022 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2591250.000000 Penalty: 3290.204834
	Iteration 1F: 3 clusters Score -2591250 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2591750.750000 Penalty: 3290.204834
	Iteration 2F: 3 clusters Score -2591751 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2592286.500000 Penalty: 3290.204834
	Iteration 3F: 3 clusters Score -2592286 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2592889.500000 Penalty: 3290.204834
	Iteration 4F: 3 clusters Score -2592890 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2593473.250000 Penalty: 3290.204834
	Iteration 5F: 3 clusters Score -2593473 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2594064.000000 Penalty: 3290.204834
	Iteration 6F: 3 clusters Score -2594064 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2594678.500000 Penalty: 3290.204834
	Iteration 7Q: 3 clusters Score -2594678 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2595447.250000 Penalty: 3290.204834
	Iteration 8F: 3 clusters Score -2595447 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2596274.750000 Penalty: 3290.204834
	Iteration 9F: 3 clusters Score -2596275 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2597013.000000 Penalty: 3290.204834
	Iteration 10Q: 3 clusters Score -2597013 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2597572.750000 Penalty: 3290.204834
	Iteration 11Q: 3 clusters Score -2597573 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2597905.750000 Penalty: 3290.204834
	Iteration 12Q: 3 clusters Score -2597906 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2598127.500000 Penalty: 3290.204834
	Iteration 13Q: 3 clusters Score -2598128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2598286.250000 Penalty: 3290.204834
	Iteration 14Q: 3 clusters Score -2598286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2598422.000000 Penalty: 3290.204834
	Iteration 15Q: 3 clusters Score -2598422 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2598513.250000 Penalty: 3290.204834
	Iteration 16Q: 3 clusters Score -2598513 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2598580.250000 Penalty: 3290.204834
	Iteration 17Q: 3 clusters Score -2598580 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2598649.000000 Penalty: 3290.204834
	Iteration 18Q: 3 clusters Score -2598649 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2598711.750000 Penalty: 3290.204834
	Iteration 19Q: 3 clusters Score -2598712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2598749.750000 Penalty: 3290.204834
	Iteration 20F: 3 clusters Score -2598750 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2598785.500000 Penalty: 3290.204834
	Iteration 21Q: 3 clusters Score -2598786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2598832.750000 Penalty: 3290.204834
	Iteration 22Q: 3 clusters Score -2598833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2598879.500000 Penalty: 3290.204834
	Iteration 23Q: 3 clusters Score -2598880 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2598918.250000 Penalty: 3290.204834
	Iteration 24Q: 3 clusters Score -2598918 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2598966.750000 Penalty: 3290.204834
	Iteration 25Q: 3 clusters Score -2598967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2599003.000000 Penalty: 3290.204834
	Iteration 26Q: 3 clusters Score -2599003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2599033.500000 Penalty: 3290.204834
	Iteration 27Q: 3 clusters Score -2599034 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2599067.000000 Penalty: 3290.204834
	Iteration 28Q: 3 clusters Score -2599067 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2599090.000000 Penalty: 3290.204834
	Iteration 29Q: 3 clusters Score -2599090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2599126.250000 Penalty: 3290.204834
	Iteration 30Q: 3 clusters Score -2599126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2599147.000000 Penalty: 3290.204834
	Iteration 31Q: 3 clusters Score -2599147 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2599185.500000 Penalty: 3290.204834
	Iteration 32Q: 3 clusters Score -2599186 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2599205.750000 Penalty: 3290.204834
	Iteration 33Q: 3 clusters Score -2599206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2599235.750000 Penalty: 3290.204834
	Iteration 34Q: 3 clusters Score -2599236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2599260.250000 Penalty: 3290.204834
	Iteration 35Q: 3 clusters Score -2599260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2599294.750000 Penalty: 3290.204834
	Iteration 36Q: 3 clusters Score -2599295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2599325.250000 Penalty: 3290.204834
	Iteration 37Q: 3 clusters Score -2599325 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2599351.250000 Penalty: 3290.204834
	Iteration 38Q: 3 clusters Score -2599351 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2599372.250000 Penalty: 3290.204834
	Iteration 39Q: 3 clusters Score -2599372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2599395.000000 Penalty: 3290.204834
	Iteration 40F: 3 clusters Score -2599395 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2599413.750000 Penalty: 3290.204834
	Iteration 41Q: 3 clusters Score -2599414 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2599436.000000 Penalty: 3290.204834
	Iteration 42Q: 3 clusters Score -2599436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2599464.750000 Penalty: 3290.204834
	Iteration 43Q: 3 clusters Score -2599465 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2599484.750000 Penalty: 3290.204834
	Iteration 44Q: 3 clusters Score -2599485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2599521.750000 Penalty: 3290.204834
	Iteration 45Q: 3 clusters Score -2599522 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2599559.750000 Penalty: 3290.204834
	Iteration 46Q: 3 clusters Score -2599560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2599584.750000 Penalty: 3290.204834
	Iteration 47Q: 3 clusters Score -2599585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2599608.500000 Penalty: 3290.204834
	Iteration 48Q: 3 clusters Score -2599608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2599644.750000 Penalty: 3290.204834
	Iteration 49Q: 3 clusters Score -2599645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2599673.750000 Penalty: 3290.204834
	Iteration 50Q: 3 clusters Score -2599674 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2599709.500000 Penalty: 3290.204834
	Iteration 51Q: 3 clusters Score -2599710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2599735.000000 Penalty: 3290.204834
	Iteration 52Q: 3 clusters Score -2599735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2599769.500000 Penalty: 3290.204834
	Iteration 53Q: 3 clusters Score -2599770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2599799.000000 Penalty: 3290.204834
	Iteration 54Q: 3 clusters Score -2599799 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2599849.250000 Penalty: 3290.204834
	Iteration 55Q: 3 clusters Score -2599849 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2599880.250000 Penalty: 3290.204834
	Iteration 56Q: 3 clusters Score -2599880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2599927.750000 Penalty: 3290.204834
	Iteration 57Q: 3 clusters Score -2599928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2599979.250000 Penalty: 3290.204834
	Iteration 58Q: 3 clusters Score -2599979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2600025.250000 Penalty: 3290.204834
	Iteration 59Q: 3 clusters Score -2600025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2600067.250000 Penalty: 3290.204834
	Iteration 60F: 3 clusters Score -2600067 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2600117.250000 Penalty: 3290.204834
	Iteration 61Q: 3 clusters Score -2600117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2600155.750000 Penalty: 3290.204834
	Iteration 62Q: 3 clusters Score -2600156 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2600184.750000 Penalty: 3290.204834
	Iteration 63Q: 3 clusters Score -2600185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2600206.250000 Penalty: 3290.204834
	Iteration 64Q: 3 clusters Score -2600206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2600237.000000 Penalty: 3290.204834
	Iteration 65Q: 3 clusters Score -2600237 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2600253.250000 Penalty: 3290.204834
	Iteration 66Q: 3 clusters Score -2600253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2600286.250000 Penalty: 3290.204834
	Iteration 67Q: 3 clusters Score -2600286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2600303.500000 Penalty: 3290.204834
	Iteration 68Q: 3 clusters Score -2600304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2600329.500000 Penalty: 3290.204834
	Iteration 69Q: 3 clusters Score -2600330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2600334.000000 Penalty: 3290.204834
	Iteration 70Q: 3 clusters Score -2600334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2600357.000000 Penalty: 3290.204834
	Iteration 71Q: 3 clusters Score -2600357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2600363.500000 Penalty: 3290.204834
	Iteration 72Q: 3 clusters Score -2600364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2600369.500000 Penalty: 3290.204834
	Iteration 73Q: 3 clusters Score -2600370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2600379.750000 Penalty: 3290.204834
	Iteration 74Q: 3 clusters Score -2600380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2600377.250000 Penalty: 3290.204834
	Iteration 75Q: 3 clusters Score -2600377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2600384.000000 Penalty: 3290.204834
	Iteration 76Q: 3 clusters Score -2600384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2600389.250000 Penalty: 3290.204834
	Iteration 77Q: 3 clusters Score -2600389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2600398.000000 Penalty: 3290.204834
	Iteration 78Q: 3 clusters Score -2600398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2600405.250000 Penalty: 3290.204834
	Iteration 79Q: 3 clusters Score -2600405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2600411.250000 Penalty: 3290.204834
	Iteration 80F: 3 clusters Score -2600411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2600419.750000 Penalty: 3290.204834
	Iteration 81Q: 3 clusters Score -2600420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2600418.750000 Penalty: 3290.204834
	Iteration 82Q: 3 clusters Score -2600419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2600421.750000 Penalty: 3290.204834
	Iteration 83Q: 3 clusters Score -2600422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2600424.500000 Penalty: 3290.204834
	Iteration 84Q: 3 clusters Score -2600424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2600434.000000 Penalty: 3290.204834
	Iteration 85Q: 3 clusters Score -2600434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2600434.000000 Penalty: 3290.204834
	Iteration 86Q: 3 clusters Score -2600434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2600438.250000 Penalty: 3290.204834
	Iteration 87Q: 3 clusters Score -2600438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2600433.250000 Penalty: 3290.204834
	Iteration 88Q: 3 clusters Score -2600433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2600433.500000 Penalty: 3290.204834
	Iteration 89Q: 3 clusters Score -2600434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2600434.000000 Penalty: 3290.204834
	Iteration 90Q: 3 clusters Score -2600434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2600433.250000 Penalty: 3290.204834
	Iteration 91Q: 3 clusters Score -2600433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2600435.250000 Penalty: 3290.204834
	Iteration 92Q: 3 clusters Score -2600435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2600432.750000 Penalty: 3290.204834
	Iteration 93Q: 3 clusters Score -2600433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2600429.500000 Penalty: 3290.204834
	Iteration 94Q: 3 clusters Score -2600430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2600429.500000 Penalty: 3290.204834
	Iteration 95F: 3 clusters Score -2600430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Entering Unmasked Estep 
Score: -17996710.000000 Penalty: 1955.343872
	Iteration 0F: 2 clusters Score -1.799671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -17888140.000000 Penalty: 3910.687744
	Iteration 0F: 3 clusters Score -1.788814e+07 nChanged 81477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -17935794.000000 Penalty: 3910.687744
	Iteration 1F: 3 clusters Score -1.793579e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -17936772.000000 Penalty: 3910.687744
	Iteration 2Q: 3 clusters Score -1.793677e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -17937956.000000 Penalty: 3910.687744
	Iteration 3Q: 3 clusters Score -1.793796e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -17939534.000000 Penalty: 3910.687744
	Iteration 4Q: 3 clusters Score -1.793953e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -17941894.000000 Penalty: 3910.687744
	Iteration 5Q: 3 clusters Score -1.794189e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -17946014.000000 Penalty: 3910.687744
	Iteration 6Q: 3 clusters Score -1.794601e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -17952966.000000 Penalty: 3910.687744
	Iteration 7F: 3 clusters Score -1.795297e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -17962470.000000 Penalty: 3910.687744
	Iteration 8F: 3 clusters Score -1.796247e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -17970582.000000 Penalty: 3910.687744
	Iteration 9F: 3 clusters Score -1.797058e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -17974082.000000 Penalty: 3910.687744
	Iteration 10Q: 3 clusters Score -1.797408e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -17975444.000000 Penalty: 3910.687744
	Iteration 11Q: 3 clusters Score -1.797544e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -17976436.000000 Penalty: 3910.687744
	Iteration 12Q: 3 clusters Score -1.797644e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -17977412.000000 Penalty: 3910.687744
	Iteration 13Q: 3 clusters Score -1.797741e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -17978634.000000 Penalty: 3910.687744
	Iteration 14Q: 3 clusters Score -1.797863e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -17979864.000000 Penalty: 3910.687744
	Iteration 15Q: 3 clusters Score -1.797986e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 125093 members 
Entering Unmasked Estep 
Score: -17981220.000000 Penalty: 3910.687744
	Iteration 16Q: 3 clusters Score -1.798122e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -17982696.000000 Penalty: 3910.687744
	Iteration 17Q: 3 clusters Score -1.79827e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 129976 members 
Entering Unmasked Estep 
Score: -17983988.000000 Penalty: 3910.687744
	Iteration 18Q: 3 clusters Score -1.798399e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -17985510.000000 Penalty: 3910.687744
	Iteration 19Q: 3 clusters Score -1.798551e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -17987040.000000 Penalty: 3910.687744
	Iteration 20F: 3 clusters Score -1.798704e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 136824 members 
Entering Unmasked Estep 
Score: -17988326.000000 Penalty: 3910.687744
	Iteration 21Q: 3 clusters Score -1.798833e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 138723 members 
Entering Unmasked Estep 
Score: -17989552.000000 Penalty: 3910.687744
	Iteration 22Q: 3 clusters Score -1.798955e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -17990480.000000 Penalty: 3910.687744
	Iteration 23Q: 3 clusters Score -1.799048e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -17991480.000000 Penalty: 3910.687744
	Iteration 24Q: 3 clusters Score -1.799148e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 143600 members 
Entering Unmasked Estep 
Score: -17992384.000000 Penalty: 3910.687744
	Iteration 25Q: 3 clusters Score -1.799238e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -17993304.000000 Penalty: 3910.687744
	Iteration 26Q: 3 clusters Score -1.79933e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -17994104.000000 Penalty: 3910.687744
	Iteration 27Q: 3 clusters Score -1.79941e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -17994780.000000 Penalty: 3910.687744
	Iteration 28Q: 3 clusters Score -1.799478e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -17995230.000000 Penalty: 3910.687744
	Iteration 29Q: 3 clusters Score -1.799523e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -17995632.000000 Penalty: 3910.687744
	Iteration 30Q: 3 clusters Score -1.799563e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 150863 members 
Entering Unmasked Estep 
Score: -17995954.000000 Penalty: 3910.687744
	Iteration 31Q: 3 clusters Score -1.799595e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -17996248.000000 Penalty: 3910.687744
	Iteration 32Q: 3 clusters Score -1.799625e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -17996532.000000 Penalty: 3910.687744
	Iteration 33Q: 3 clusters Score -1.799653e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 153751 members 
Entering Unmasked Estep 
Score: -17996808.000000 Penalty: 3910.687744
	Iteration 34Q: 3 clusters Score -1.799681e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 154625 members 
Entering Unmasked Estep 
Score: -17996948.000000 Penalty: 3910.687744
	Iteration 35Q: 3 clusters Score -1.799695e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 155406 members 
Entering Unmasked Estep 
Score: -17997074.000000 Penalty: 3910.687744
	Iteration 36Q: 3 clusters Score -1.799707e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -17997178.000000 Penalty: 3910.687744
	Iteration 37Q: 3 clusters Score -1.799718e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 156858 members 
Entering Unmasked Estep 
Score: -17997204.000000 Penalty: 3910.687744
	Iteration 38Q: 3 clusters Score -1.79972e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -17997310.000000 Penalty: 3910.687744
	Iteration 39Q: 3 clusters Score -1.799731e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -17997342.000000 Penalty: 3910.687744
	Iteration 40F: 3 clusters Score -1.799734e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -17997434.000000 Penalty: 3910.687744
	Iteration 41Q: 3 clusters Score -1.799743e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 159222 members 
Entering Unmasked Estep 
Score: -17997380.000000 Penalty: 3910.687744
	Iteration 42Q: 3 clusters Score -1.799738e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -17997312.000000 Penalty: 3910.687744
	Iteration 43Q: 3 clusters Score -1.799731e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -17997260.000000 Penalty: 3910.687744
	Iteration 44Q: 3 clusters Score -1.799726e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -17997218.000000 Penalty: 3910.687744
	Iteration 45Q: 3 clusters Score -1.799722e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -17997162.000000 Penalty: 3910.687744
	Iteration 46Q: 3 clusters Score -1.799716e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 161122 members 
Entering Unmasked Estep 
Score: -17997102.000000 Penalty: 3910.687744
	Iteration 47Q: 3 clusters Score -1.79971e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 161433 members 
Entering Unmasked Estep 
Score: -17997098.000000 Penalty: 3910.687744
	Iteration 48Q: 3 clusters Score -1.79971e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -17997066.000000 Penalty: 3910.687744
	Iteration 49Q: 3 clusters Score -1.799707e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -17997028.000000 Penalty: 3910.687744
	Iteration 50Q: 3 clusters Score -1.799703e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 162299 members 
Entering Unmasked Estep 
Score: -17996926.000000 Penalty: 3910.687744
	Iteration 51Q: 3 clusters Score -1.799693e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -17996904.000000 Penalty: 3910.687744
	Iteration 52Q: 3 clusters Score -1.79969e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -17996850.000000 Penalty: 3910.687744
	Iteration 53Q: 3 clusters Score -1.799685e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -17996764.000000 Penalty: 3910.687744
	Iteration 54Q: 3 clusters Score -1.799676e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -17996734.000000 Penalty: 3910.687744
	Iteration 55Q: 3 clusters Score -1.799673e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -17996710.000000 Penalty: 3910.687744
	Iteration 56Q: 3 clusters Score -1.799671e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -17996638.000000 Penalty: 3910.687744
	Iteration 57Q: 3 clusters Score -1.799664e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -17996610.000000 Penalty: 3910.687744
	Iteration 58Q: 3 clusters Score -1.799661e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -17996582.000000 Penalty: 3910.687744
	Iteration 59Q: 3 clusters Score -1.799658e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 163994 members 
Entering Unmasked Estep 
Score: -17996508.000000 Penalty: 3910.687744
	Iteration 60F: 3 clusters Score -1.799651e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -17996484.000000 Penalty: 3910.687744
	Iteration 61Q: 3 clusters Score -1.799648e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 164269 members 
Entering Unmasked Estep 
Score: -17996420.000000 Penalty: 3910.687744
	Iteration 62Q: 3 clusters Score -1.799642e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -17996376.000000 Penalty: 3910.687744
	Iteration 63Q: 3 clusters Score -1.799638e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -17996340.000000 Penalty: 3910.687744
	Iteration 64Q: 3 clusters Score -1.799634e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -17996308.000000 Penalty: 3910.687744
	Iteration 65Q: 3 clusters Score -1.799631e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -17996298.000000 Penalty: 3910.687744
	Iteration 66Q: 3 clusters Score -1.79963e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 164805 members 
Entering Unmasked Estep 
Score: -17996252.000000 Penalty: 3910.687744
	Iteration 67Q: 3 clusters Score -1.799625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 164884 members 
Entering Unmasked Estep 
Score: -17996232.000000 Penalty: 3910.687744
	Iteration 68Q: 3 clusters Score -1.799623e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -17996188.000000 Penalty: 3910.687744
	Iteration 69Q: 3 clusters Score -1.799619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -17996182.000000 Penalty: 3910.687744
	Iteration 70Q: 3 clusters Score -1.799618e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -17996166.000000 Penalty: 3910.687744
	Iteration 71Q: 3 clusters Score -1.799617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 165071 members 
Entering Unmasked Estep 
Score: -17996154.000000 Penalty: 3910.687744
	Iteration 72Q: 3 clusters Score -1.799615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 165103 members 
Entering Unmasked Estep 
Score: -17996140.000000 Penalty: 3910.687744
	Iteration 73Q: 3 clusters Score -1.799614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -17996134.000000 Penalty: 3910.687744
	Iteration 74Q: 3 clusters Score -1.799613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -17996102.000000 Penalty: 3910.687744
	Iteration 75Q: 3 clusters Score -1.79961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -17996114.000000 Penalty: 3910.687744
	Iteration 76Q: 3 clusters Score -1.799611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -17996094.000000 Penalty: 3910.687744
	Iteration 77Q: 3 clusters Score -1.799609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -17996086.000000 Penalty: 3910.687744
	Iteration 78Q: 3 clusters Score -1.799609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -17996086.000000 Penalty: 3910.687744
	Iteration 79Q: 3 clusters Score -1.799609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -17996068.000000 Penalty: 3910.687744
	Iteration 80F: 3 clusters Score -1.799607e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -17996046.000000 Penalty: 3910.687744
	Iteration 81Q: 3 clusters Score -1.799605e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 165421 members 
Entering Unmasked Estep 
Score: -17996044.000000 Penalty: 3910.687744
	Iteration 82Q: 3 clusters Score -1.799604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -17996058.000000 Penalty: 3910.687744
	Iteration 83Q: 3 clusters Score -1.799606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -17996050.000000 Penalty: 3910.687744
	Iteration 84Q: 3 clusters Score -1.799605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -17996062.000000 Penalty: 3910.687744
	Iteration 85Q: 3 clusters Score -1.799606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -17996038.000000 Penalty: 3910.687744
	Iteration 86Q: 3 clusters Score -1.799604e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -17996040.000000 Penalty: 3910.687744
	Iteration 87Q: 3 clusters Score -1.799604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 165594 members 
Entering Unmasked Estep 
Score: -17996046.000000 Penalty: 3910.687744
	Iteration 88Q: 3 clusters Score -1.799605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -17996030.000000 Penalty: 3910.687744
	Iteration 89Q: 3 clusters Score -1.799603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 165662 members 
Entering Unmasked Estep 
Score: -17996018.000000 Penalty: 3910.687744
	Iteration 90Q: 3 clusters Score -1.799602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -17995992.000000 Penalty: 3910.687744
	Iteration 91Q: 3 clusters Score -1.799599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -17995966.000000 Penalty: 3910.687744
	Iteration 92Q: 3 clusters Score -1.799597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -17995966.000000 Penalty: 3910.687744
	Iteration 93Q: 3 clusters Score -1.799597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -17995976.000000 Penalty: 3910.687744
	Iteration 94Q: 3 clusters Score -1.799598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -17995984.000000 Penalty: 3910.687744
	Iteration 95Q: 3 clusters Score -1.799598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -17995936.000000 Penalty: 3910.687744
	Iteration 96Q: 3 clusters Score -1.799594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -17995980.000000 Penalty: 3910.687744
	Iteration 97Q: 3 clusters Score -1.799598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -17995968.000000 Penalty: 3910.687744
	Iteration 98Q: 3 clusters Score -1.799597e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -17995964.000000 Penalty: 3910.687744
	Iteration 99Q: 3 clusters Score -1.799596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -17995974.000000 Penalty: 3910.687744
	Iteration 100F: 3 clusters Score -1.799597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -17995970.000000 Penalty: 3910.687744
	Iteration 101Q: 3 clusters Score -1.799597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -17996000.000000 Penalty: 3910.687744
	Iteration 102Q: 3 clusters Score -1.7996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 165984 members 
Entering Unmasked Estep 
Score: -17995990.000000 Penalty: 3910.687744
	Iteration 103Q: 3 clusters Score -1.799599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 165993 members 
Entering Unmasked Estep 
Score: -17995976.000000 Penalty: 3910.687744
	Iteration 104Q: 3 clusters Score -1.799598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -17995964.000000 Penalty: 3910.687744
	Iteration 105Q: 3 clusters Score -1.799596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -17995980.000000 Penalty: 3910.687744
	Iteration 106Q: 3 clusters Score -1.799598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -17995956.000000 Penalty: 3910.687744
	Iteration 107Q: 3 clusters Score -1.799596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -17995954.000000 Penalty: 3910.687744
	Iteration 108Q: 3 clusters Score -1.799595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -17995944.000000 Penalty: 3910.687744
	Iteration 109Q: 3 clusters Score -1.799594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -17995920.000000 Penalty: 3910.687744
	Iteration 110Q: 3 clusters Score -1.799592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -17995902.000000 Penalty: 3910.687744
	Iteration 111Q: 3 clusters Score -1.79959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -17995898.000000 Penalty: 3910.687744
	Iteration 112Q: 3 clusters Score -1.79959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -17995874.000000 Penalty: 3910.687744
	Iteration 113Q: 3 clusters Score -1.799587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 166188 members 
Entering Unmasked Estep 
Score: -17995882.000000 Penalty: 3910.687744
	Iteration 114Q: 3 clusters Score -1.799588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -17995892.000000 Penalty: 3910.687744
	Iteration 115Q: 3 clusters Score -1.799589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -17995902.000000 Penalty: 3910.687744
	Iteration 116Q: 3 clusters Score -1.79959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -17995874.000000 Penalty: 3910.687744
	Iteration 117Q: 3 clusters Score -1.799587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 166252 members 
Entering Unmasked Estep 
Score: -17995872.000000 Penalty: 3910.687744
	Iteration 118Q: 3 clusters Score -1.799587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 166268 members 
Entering Unmasked Estep 
Score: -17995862.000000 Penalty: 3910.687744
	Iteration 119Q: 3 clusters Score -1.799586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 166283 members 
Entering Unmasked Estep 
Score: -17995854.000000 Penalty: 3910.687744
	Iteration 120F: 3 clusters Score -1.799585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -17995850.000000 Penalty: 3910.687744
	Iteration 121Q: 3 clusters Score -1.799585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -17995866.000000 Penalty: 3910.687744
	Iteration 122Q: 3 clusters Score -1.799587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -17995840.000000 Penalty: 3910.687744
	Iteration 123Q: 3 clusters Score -1.799584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -17995832.000000 Penalty: 3910.687744
	Iteration 124Q: 3 clusters Score -1.799583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -17995844.000000 Penalty: 3910.687744
	Iteration 125Q: 3 clusters Score -1.799584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -17995846.000000 Penalty: 3910.687744
	Iteration 126Q: 3 clusters Score -1.799585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -17995848.000000 Penalty: 3910.687744
	Iteration 127Q: 3 clusters Score -1.799585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -17995864.000000 Penalty: 3910.687744
	Iteration 128Q: 3 clusters Score -1.799586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 166469 members 
Entering Unmasked Estep 
Score: -17995840.000000 Penalty: 3910.687744
	Iteration 129Q: 3 clusters Score -1.799584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -17995828.000000 Penalty: 3910.687744
	Iteration 130Q: 3 clusters Score -1.799583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 166491 members 
Entering Unmasked Estep 
Score: -17995816.000000 Penalty: 3910.687744
	Iteration 131Q: 3 clusters Score -1.799582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 166502 members 
Entering Unmasked Estep 
Score: -17995818.000000 Penalty: 3910.687744
	Iteration 132Q: 3 clusters Score -1.799582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -17995800.000000 Penalty: 3910.687744
	Iteration 133Q: 3 clusters Score -1.79958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -17995808.000000 Penalty: 3910.687744
	Iteration 134Q: 3 clusters Score -1.799581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 166535 members 
Entering Unmasked Estep 
Score: -17995808.000000 Penalty: 3910.687744
	Iteration 135Q: 3 clusters Score -1.799581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -17995810.000000 Penalty: 3910.687744
	Iteration 136Q: 3 clusters Score -1.799581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 166559 members 
Entering Unmasked Estep 
Score: -17995804.000000 Penalty: 3910.687744
	Iteration 137Q: 3 clusters Score -1.79958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -17995788.000000 Penalty: 3910.687744
	Iteration 138Q: 3 clusters Score -1.799579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -17995802.000000 Penalty: 3910.687744
	Iteration 139Q: 3 clusters Score -1.79958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -17995816.000000 Penalty: 3910.687744
	Iteration 140F: 3 clusters Score -1.799582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 166598 members 
Entering Unmasked Estep 
Score: -17995822.000000 Penalty: 3910.687744
	Iteration 141Q: 3 clusters Score -1.799582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 166604 members 
Entering Unmasked Estep 
Score: -17995812.000000 Penalty: 3910.687744
	Iteration 142Q: 3 clusters Score -1.799581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -17995802.000000 Penalty: 3910.687744
	Iteration 143Q: 3 clusters Score -1.79958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -17995802.000000 Penalty: 3910.687744
	Iteration 144Q: 3 clusters Score -1.79958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -17995792.000000 Penalty: 3910.687744
	Iteration 145Q: 3 clusters Score -1.799579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -17995808.000000 Penalty: 3910.687744
	Iteration 146Q: 3 clusters Score -1.799581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -17995810.000000 Penalty: 3910.687744
	Iteration 147Q: 3 clusters Score -1.799581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 166628 members 
Entering Unmasked Estep 
Score: -17995798.000000 Penalty: 3910.687744
	Iteration 148Q: 3 clusters Score -1.79958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -17995788.000000 Penalty: 3910.687744
	Iteration 149Q: 3 clusters Score -1.799579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -17995802.000000 Penalty: 3910.687744
	Iteration 150Q: 3 clusters Score -1.79958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 166638 members 
Entering Unmasked Estep 
Score: -17995804.000000 Penalty: 3910.687744
	Iteration 151Q: 3 clusters Score -1.79958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -17995798.000000 Penalty: 3910.687744
	Iteration 152Q: 3 clusters Score -1.79958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -17995810.000000 Penalty: 3910.687744
	Iteration 153Q: 3 clusters Score -1.799581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -17995806.000000 Penalty: 3910.687744
	Iteration 154Q: 3 clusters Score -1.799581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -17995806.000000 Penalty: 3910.687744
	Iteration 155F: 3 clusters Score -1.799581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -285765.000000 Penalty: 1293.779297
	Iteration 0F: 2 clusters Score -285765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283161.000000 Penalty: 2587.558594
	Iteration 0F: 3 clusters Score -283161 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283881.812500 Penalty: 2587.558594
	Iteration 1F: 3 clusters Score -283881.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284046.906250 Penalty: 2587.558594
	Iteration 2F: 3 clusters Score -284046.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284154.343750 Penalty: 2587.558594
	Iteration 3F: 3 clusters Score -284154.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284246.468750 Penalty: 2587.558594
	Iteration 4Q: 3 clusters Score -284246.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -284322.031250 Penalty: 2587.558594
	Iteration 5Q: 3 clusters Score -284322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -284367.281250 Penalty: 2587.558594
	Iteration 6Q: 3 clusters Score -284367.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284407.125000 Penalty: 2587.558594
	Iteration 7Q: 3 clusters Score -284407.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -284442.468750 Penalty: 2587.558594
	Iteration 8Q: 3 clusters Score -284442.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284479.812500 Penalty: 2587.558594
	Iteration 9Q: 3 clusters Score -284479.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -284512.687500 Penalty: 2587.558594
	Iteration 10Q: 3 clusters Score -284512.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -284533.343750 Penalty: 2587.558594
	Iteration 11Q: 3 clusters Score -284533.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284550.718750 Penalty: 2587.558594
	Iteration 12Q: 3 clusters Score -284550.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -284563.625000 Penalty: 2587.558594
	Iteration 13Q: 3 clusters Score -284563.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -284578.125000 Penalty: 2587.558594
	Iteration 14Q: 3 clusters Score -284578.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -284593.343750 Penalty: 2587.558594
	Iteration 15Q: 3 clusters Score -284593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284602.281250 Penalty: 2587.558594
	Iteration 16Q: 3 clusters Score -284602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -284608.000000 Penalty: 2587.558594
	Iteration 17Q: 3 clusters Score -284608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284612.312500 Penalty: 2587.558594
	Iteration 18Q: 3 clusters Score -284612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284613.718750 Penalty: 2587.558594
	Iteration 19Q: 3 clusters Score -284613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -284613.906250 Penalty: 2587.558594
	Iteration 20F: 3 clusters Score -284613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -284614.031250 Penalty: 2587.558594
	Iteration 21Q: 3 clusters Score -284614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -284614.031250 Penalty: 2587.558594
	Iteration 22F: 3 clusters Score -284614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -479555.343750 Penalty: 1380.860352
	Iteration 0F: 2 clusters Score -479555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -475629.375000 Penalty: 2761.720703
	Iteration 0F: 3 clusters Score -475629.4 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -476710.531250 Penalty: 2761.720703
	Iteration 1F: 3 clusters Score -476710.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -476906.812500 Penalty: 2761.720703
	Iteration 2F: 3 clusters Score -476906.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -477068.625000 Penalty: 2761.720703
	Iteration 3F: 3 clusters Score -477068.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -477213.187500 Penalty: 2761.720703
	Iteration 4Q: 3 clusters Score -477213.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -477354.656250 Penalty: 2761.720703
	Iteration 5Q: 3 clusters Score -477354.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -477485.750000 Penalty: 2761.720703
	Iteration 6Q: 3 clusters Score -477485.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -477616.375000 Penalty: 2761.720703
	Iteration 7Q: 3 clusters Score -477616.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -477749.562500 Penalty: 2761.720703
	Iteration 8Q: 3 clusters Score -477749.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -477880.156250 Penalty: 2761.720703
	Iteration 9Q: 3 clusters Score -477880.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -477993.687500 Penalty: 2761.720703
	Iteration 10Q: 3 clusters Score -477993.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -478099.468750 Penalty: 2761.720703
	Iteration 11Q: 3 clusters Score -478099.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -478213.218750 Penalty: 2761.720703
	Iteration 12Q: 3 clusters Score -478213.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -478312.312500 Penalty: 2761.720703
	Iteration 13Q: 3 clusters Score -478312.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -478374.031250 Penalty: 2761.720703
	Iteration 14Q: 3 clusters Score -478374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -478414.531250 Penalty: 2761.720703
	Iteration 15Q: 3 clusters Score -478414.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -478449.343750 Penalty: 2761.720703
	Iteration 16Q: 3 clusters Score -478449.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -478483.062500 Penalty: 2761.720703
	Iteration 17Q: 3 clusters Score -478483.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -478518.968750 Penalty: 2761.720703
	Iteration 18Q: 3 clusters Score -478519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -478549.968750 Penalty: 2761.720703
	Iteration 19Q: 3 clusters Score -478550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -478590.250000 Penalty: 2761.720703
	Iteration 20F: 3 clusters Score -478590.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -478625.968750 Penalty: 2761.720703
	Iteration 21Q: 3 clusters Score -478626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -478656.250000 Penalty: 2761.720703
	Iteration 22Q: 3 clusters Score -478656.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -478690.843750 Penalty: 2761.720703
	Iteration 23Q: 3 clusters Score -478690.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -478717.812500 Penalty: 2761.720703
	Iteration 24Q: 3 clusters Score -478717.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -478739.437500 Penalty: 2761.720703
	Iteration 25Q: 3 clusters Score -478739.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -478763.125000 Penalty: 2761.720703
	Iteration 26Q: 3 clusters Score -478763.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -478784.656250 Penalty: 2761.720703
	Iteration 27Q: 3 clusters Score -478784.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -478800.875000 Penalty: 2761.720703
	Iteration 28Q: 3 clusters Score -478800.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -478811.156250 Penalty: 2761.720703
	Iteration 29Q: 3 clusters Score -478811.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -478818.312500 Penalty: 2761.720703
	Iteration 30Q: 3 clusters Score -478818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -478823.406250 Penalty: 2761.720703
	Iteration 31Q: 3 clusters Score -478823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -478829.156250 Penalty: 2761.720703
	Iteration 32Q: 3 clusters Score -478829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -478833.093750 Penalty: 2761.720703
	Iteration 33Q: 3 clusters Score -478833.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -478837.250000 Penalty: 2761.720703
	Iteration 34Q: 3 clusters Score -478837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -478843.968750 Penalty: 2761.720703
	Iteration 35Q: 3 clusters Score -478844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -478851.718750 Penalty: 2761.720703
	Iteration 36Q: 3 clusters Score -478851.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -478859.093750 Penalty: 2761.720703
	Iteration 37Q: 3 clusters Score -478859.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -478868.687500 Penalty: 2761.720703
	Iteration 38Q: 3 clusters Score -478868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -478873.812500 Penalty: 2761.720703
	Iteration 39Q: 3 clusters Score -478873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -478875.906250 Penalty: 2761.720703
	Iteration 40F: 3 clusters Score -478875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478879.437500 Penalty: 2761.720703
	Iteration 41Q: 3 clusters Score -478879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -478882.343750 Penalty: 2761.720703
	Iteration 42Q: 3 clusters Score -478882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -478885.593750 Penalty: 2761.720703
	Iteration 43Q: 3 clusters Score -478885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -478887.718750 Penalty: 2761.720703
	Iteration 44Q: 3 clusters Score -478887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -478889.343750 Penalty: 2761.720703
	Iteration 45Q: 3 clusters Score -478889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -478892.468750 Penalty: 2761.720703
	Iteration 46Q: 3 clusters Score -478892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -478892.562500 Penalty: 2761.720703
	Iteration 47Q: 3 clusters Score -478892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -478894.937500 Penalty: 2761.720703
	Iteration 48Q: 3 clusters Score -478894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -478896.093750 Penalty: 2761.720703
	Iteration 49Q: 3 clusters Score -478896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -478897.375000 Penalty: 2761.720703
	Iteration 50Q: 3 clusters Score -478897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -478896.937500 Penalty: 2761.720703
	Iteration 51Q: 3 clusters Score -478896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -478898.031250 Penalty: 2761.720703
	Iteration 52Q: 3 clusters Score -478898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -478898.031250 Penalty: 2761.720703
	Iteration 53F: 3 clusters Score -478898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Entering Unmasked Estep 
Score: -7030016.500000 Penalty: 1800.668091
	Iteration 0F: 2 clusters Score -7030016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -6986538.500000 Penalty: 3601.336182
	Iteration 0F: 3 clusters Score -6986538 nChanged 30774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -7004135.500000 Penalty: 3601.336182
	Iteration 1F: 3 clusters Score -7004136 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -7004505.500000 Penalty: 3601.336182
	Iteration 2Q: 3 clusters Score -7004506 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -7004984.500000 Penalty: 3601.336182
	Iteration 3Q: 3 clusters Score -7004984 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -7005543.000000 Penalty: 3601.336182
	Iteration 4Q: 3 clusters Score -7005543 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -7006237.500000 Penalty: 3601.336182
	Iteration 5Q: 3 clusters Score -7006238 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -7007195.000000 Penalty: 3601.336182
	Iteration 6Q: 3 clusters Score -7007195 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -7008749.500000 Penalty: 3601.336182
	Iteration 7Q: 3 clusters Score -7008750 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7011306.500000 Penalty: 3601.336182
	Iteration 8F: 3 clusters Score -7011306 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -7014941.500000 Penalty: 3601.336182
	Iteration 9F: 3 clusters Score -7014942 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -7019322.500000 Penalty: 3601.336182
	Iteration 10F: 3 clusters Score -7019322 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -7023286.500000 Penalty: 3601.336182
	Iteration 11F: 3 clusters Score -7023286 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7026029.000000 Penalty: 3601.336182
	Iteration 12Q: 3 clusters Score -7026029 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7027486.000000 Penalty: 3601.336182
	Iteration 13Q: 3 clusters Score -7027486 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7028153.500000 Penalty: 3601.336182
	Iteration 14Q: 3 clusters Score -7028154 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7028517.500000 Penalty: 3601.336182
	Iteration 15Q: 3 clusters Score -7028518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7028695.500000 Penalty: 3601.336182
	Iteration 16Q: 3 clusters Score -7028696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7028800.500000 Penalty: 3601.336182
	Iteration 17Q: 3 clusters Score -7028800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7028840.000000 Penalty: 3601.336182
	Iteration 18Q: 3 clusters Score -7028840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7028855.000000 Penalty: 3601.336182
	Iteration 19Q: 3 clusters Score -7028855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7028882.000000 Penalty: 3601.336182
	Iteration 20F: 3 clusters Score -7028882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7028872.500000 Penalty: 3601.336182
	Iteration 21Q: 3 clusters Score -7028872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7028883.500000 Penalty: 3601.336182
	Iteration 22Q: 3 clusters Score -7028884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7028882.000000 Penalty: 3601.336182
	Iteration 23Q: 3 clusters Score -7028882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7028890.000000 Penalty: 3601.336182
	Iteration 24Q: 3 clusters Score -7028890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7028889.000000 Penalty: 3601.336182
	Iteration 25Q: 3 clusters Score -7028889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7028893.000000 Penalty: 3601.336182
	Iteration 26Q: 3 clusters Score -7028893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7028890.500000 Penalty: 3601.336182
	Iteration 27Q: 3 clusters Score -7028890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7028890.500000 Penalty: 3601.336182
	Iteration 28Q: 3 clusters Score -7028890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7028890.500000 Penalty: 3601.336182
	Iteration 29F: 3 clusters Score -7028890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Entering Unmasked Estep 
Score: -1734223.625000 Penalty: 1572.455688
	Iteration 0F: 2 clusters Score -1734224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1723224.250000 Penalty: 3144.911377
	Iteration 0F: 3 clusters Score -1723224 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1727006.000000 Penalty: 3144.911377
	Iteration 1F: 3 clusters Score -1727006 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1727353.625000 Penalty: 3144.911377
	Iteration 2F: 3 clusters Score -1727354 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1727688.750000 Penalty: 3144.911377
	Iteration 3Q: 3 clusters Score -1727689 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1728005.625000 Penalty: 3144.911377
	Iteration 4Q: 3 clusters Score -1728006 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1728305.625000 Penalty: 3144.911377
	Iteration 5Q: 3 clusters Score -1728306 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1728588.875000 Penalty: 3144.911377
	Iteration 6Q: 3 clusters Score -1728589 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1728934.625000 Penalty: 3144.911377
	Iteration 7Q: 3 clusters Score -1728935 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1729365.500000 Penalty: 3144.911377
	Iteration 8Q: 3 clusters Score -1729366 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1729917.375000 Penalty: 3144.911377
	Iteration 9F: 3 clusters Score -1729917 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1730516.625000 Penalty: 3144.911377
	Iteration 10F: 3 clusters Score -1730517 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1731082.875000 Penalty: 3144.911377
	Iteration 11F: 3 clusters Score -1731083 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1731499.250000 Penalty: 3144.911377
	Iteration 12Q: 3 clusters Score -1731499 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1731753.375000 Penalty: 3144.911377
	Iteration 13Q: 3 clusters Score -1731753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1731936.000000 Penalty: 3144.911377
	Iteration 14Q: 3 clusters Score -1731936 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1732077.625000 Penalty: 3144.911377
	Iteration 15Q: 3 clusters Score -1732078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1732212.875000 Penalty: 3144.911377
	Iteration 16Q: 3 clusters Score -1732213 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1732344.875000 Penalty: 3144.911377
	Iteration 17Q: 3 clusters Score -1732345 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1732464.375000 Penalty: 3144.911377
	Iteration 18Q: 3 clusters Score -1732464 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1732565.125000 Penalty: 3144.911377
	Iteration 19Q: 3 clusters Score -1732565 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1732653.000000 Penalty: 3144.911377
	Iteration 20F: 3 clusters Score -1732653 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1732744.375000 Penalty: 3144.911377
	Iteration 21Q: 3 clusters Score -1732744 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1732829.000000 Penalty: 3144.911377
	Iteration 22Q: 3 clusters Score -1732829 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1732891.375000 Penalty: 3144.911377
	Iteration 23Q: 3 clusters Score -1732891 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1732962.500000 Penalty: 3144.911377
	Iteration 24Q: 3 clusters Score -1732962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1733032.750000 Penalty: 3144.911377
	Iteration 25Q: 3 clusters Score -1733033 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1733102.000000 Penalty: 3144.911377
	Iteration 26Q: 3 clusters Score -1733102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1733155.625000 Penalty: 3144.911377
	Iteration 27Q: 3 clusters Score -1733156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1733202.375000 Penalty: 3144.911377
	Iteration 28Q: 3 clusters Score -1733202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1733253.500000 Penalty: 3144.911377
	Iteration 29Q: 3 clusters Score -1733254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1733299.000000 Penalty: 3144.911377
	Iteration 30Q: 3 clusters Score -1733299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1733346.375000 Penalty: 3144.911377
	Iteration 31Q: 3 clusters Score -1733346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1733380.250000 Penalty: 3144.911377
	Iteration 32Q: 3 clusters Score -1733380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1733407.125000 Penalty: 3144.911377
	Iteration 33Q: 3 clusters Score -1733407 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1733441.625000 Penalty: 3144.911377
	Iteration 34Q: 3 clusters Score -1733442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1733469.750000 Penalty: 3144.911377
	Iteration 35Q: 3 clusters Score -1733470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1733500.500000 Penalty: 3144.911377
	Iteration 36Q: 3 clusters Score -1733500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1733522.500000 Penalty: 3144.911377
	Iteration 37Q: 3 clusters Score -1733522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1733536.000000 Penalty: 3144.911377
	Iteration 38Q: 3 clusters Score -1733536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1733544.375000 Penalty: 3144.911377
	Iteration 39Q: 3 clusters Score -1733544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1733556.125000 Penalty: 3144.911377
	Iteration 40F: 3 clusters Score -1733556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1733568.125000 Penalty: 3144.911377
	Iteration 41Q: 3 clusters Score -1733568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1733580.375000 Penalty: 3144.911377
	Iteration 42Q: 3 clusters Score -1733580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1733586.125000 Penalty: 3144.911377
	Iteration 43Q: 3 clusters Score -1733586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1733598.250000 Penalty: 3144.911377
	Iteration 44Q: 3 clusters Score -1733598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1733600.000000 Penalty: 3144.911377
	Iteration 45Q: 3 clusters Score -1733600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1733610.750000 Penalty: 3144.911377
	Iteration 46Q: 3 clusters Score -1733611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1733618.875000 Penalty: 3144.911377
	Iteration 47Q: 3 clusters Score -1733619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1733632.625000 Penalty: 3144.911377
	Iteration 48Q: 3 clusters Score -1733633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1733634.625000 Penalty: 3144.911377
	Iteration 49Q: 3 clusters Score -1733635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1733643.875000 Penalty: 3144.911377
	Iteration 50Q: 3 clusters Score -1733644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1733644.750000 Penalty: 3144.911377
	Iteration 51Q: 3 clusters Score -1733645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1733648.000000 Penalty: 3144.911377
	Iteration 52Q: 3 clusters Score -1733648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1733653.500000 Penalty: 3144.911377
	Iteration 53Q: 3 clusters Score -1733654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1733658.000000 Penalty: 3144.911377
	Iteration 54Q: 3 clusters Score -1733658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1733661.625000 Penalty: 3144.911377
	Iteration 55Q: 3 clusters Score -1733662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1733662.250000 Penalty: 3144.911377
	Iteration 56Q: 3 clusters Score -1733662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1733664.875000 Penalty: 3144.911377
	Iteration 57Q: 3 clusters Score -1733665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1733663.875000 Penalty: 3144.911377
	Iteration 58Q: 3 clusters Score -1733664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1733666.625000 Penalty: 3144.911377
	Iteration 59Q: 3 clusters Score -1733667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1733665.500000 Penalty: 3144.911377
	Iteration 60F: 3 clusters Score -1733666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1733665.000000 Penalty: 3144.911377
	Iteration 61Q: 3 clusters Score -1733665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1733666.250000 Penalty: 3144.911377
	Iteration 62Q: 3 clusters Score -1733666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1733669.125000 Penalty: 3144.911377
	Iteration 63Q: 3 clusters Score -1733669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1733669.125000 Penalty: 3144.911377
	Iteration 64F: 3 clusters Score -1733669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -1605329.375000 Penalty: 1565.126587
	Iteration 0F: 2 clusters Score -1605329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1594769.125000 Penalty: 3130.253174
	Iteration 0F: 3 clusters Score -1594769 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1598657.750000 Penalty: 3130.253174
	Iteration 1F: 3 clusters Score -1598658 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1599216.000000 Penalty: 3130.253174
	Iteration 2F: 3 clusters Score -1599216 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1599844.750000 Penalty: 3130.253174
	Iteration 3F: 3 clusters Score -1599845 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1600472.125000 Penalty: 3130.253174
	Iteration 4F: 3 clusters Score -1600472 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1601090.375000 Penalty: 3130.253174
	Iteration 5F: 3 clusters Score -1601090 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1601722.125000 Penalty: 3130.253174
	Iteration 6F: 3 clusters Score -1601722 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1602236.250000 Penalty: 3130.253174
	Iteration 7Q: 3 clusters Score -1602236 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1602569.750000 Penalty: 3130.253174
	Iteration 8Q: 3 clusters Score -1602570 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1602766.250000 Penalty: 3130.253174
	Iteration 9Q: 3 clusters Score -1602766 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1602893.875000 Penalty: 3130.253174
	Iteration 10Q: 3 clusters Score -1602894 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1602999.125000 Penalty: 3130.253174
	Iteration 11Q: 3 clusters Score -1602999 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1603071.000000 Penalty: 3130.253174
	Iteration 12Q: 3 clusters Score -1603071 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1603128.125000 Penalty: 3130.253174
	Iteration 13Q: 3 clusters Score -1603128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1603179.500000 Penalty: 3130.253174
	Iteration 14Q: 3 clusters Score -1603180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1603225.125000 Penalty: 3130.253174
	Iteration 15Q: 3 clusters Score -1603225 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1603275.000000 Penalty: 3130.253174
	Iteration 16Q: 3 clusters Score -1603275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1603314.375000 Penalty: 3130.253174
	Iteration 17Q: 3 clusters Score -1603314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1603355.875000 Penalty: 3130.253174
	Iteration 18Q: 3 clusters Score -1603356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1603394.250000 Penalty: 3130.253174
	Iteration 19Q: 3 clusters Score -1603394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1603418.375000 Penalty: 3130.253174
	Iteration 20F: 3 clusters Score -1603418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1603452.750000 Penalty: 3130.253174
	Iteration 21Q: 3 clusters Score -1603453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1603483.500000 Penalty: 3130.253174
	Iteration 22Q: 3 clusters Score -1603484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1603518.500000 Penalty: 3130.253174
	Iteration 23Q: 3 clusters Score -1603518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1603548.125000 Penalty: 3130.253174
	Iteration 24Q: 3 clusters Score -1603548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1603584.375000 Penalty: 3130.253174
	Iteration 25Q: 3 clusters Score -1603584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1603626.500000 Penalty: 3130.253174
	Iteration 26Q: 3 clusters Score -1603626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1603662.125000 Penalty: 3130.253174
	Iteration 27Q: 3 clusters Score -1603662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1603690.125000 Penalty: 3130.253174
	Iteration 28Q: 3 clusters Score -1603690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1603728.875000 Penalty: 3130.253174
	Iteration 29Q: 3 clusters Score -1603729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1603760.875000 Penalty: 3130.253174
	Iteration 30Q: 3 clusters Score -1603761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1603785.250000 Penalty: 3130.253174
	Iteration 31Q: 3 clusters Score -1603785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1603808.250000 Penalty: 3130.253174
	Iteration 32Q: 3 clusters Score -1603808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1603840.625000 Penalty: 3130.253174
	Iteration 33Q: 3 clusters Score -1603841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1603861.125000 Penalty: 3130.253174
	Iteration 34Q: 3 clusters Score -1603861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1603883.250000 Penalty: 3130.253174
	Iteration 35Q: 3 clusters Score -1603883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1603904.375000 Penalty: 3130.253174
	Iteration 36Q: 3 clusters Score -1603904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1603925.125000 Penalty: 3130.253174
	Iteration 37Q: 3 clusters Score -1603925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1603939.125000 Penalty: 3130.253174
	Iteration 38Q: 3 clusters Score -1603939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1603957.000000 Penalty: 3130.253174
	Iteration 39Q: 3 clusters Score -1603957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1603968.750000 Penalty: 3130.253174
	Iteration 40F: 3 clusters Score -1603969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1603990.500000 Penalty: 3130.253174
	Iteration 41Q: 3 clusters Score -1603990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1604004.875000 Penalty: 3130.253174
	Iteration 42Q: 3 clusters Score -1604005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1604011.375000 Penalty: 3130.253174
	Iteration 43Q: 3 clusters Score -1604011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1604019.375000 Penalty: 3130.253174
	Iteration 44Q: 3 clusters Score -1604019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1604021.375000 Penalty: 3130.253174
	Iteration 45Q: 3 clusters Score -1604021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1604028.000000 Penalty: 3130.253174
	Iteration 46Q: 3 clusters Score -1604028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1604039.250000 Penalty: 3130.253174
	Iteration 47Q: 3 clusters Score -1604039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1604044.375000 Penalty: 3130.253174
	Iteration 48Q: 3 clusters Score -1604044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1604051.500000 Penalty: 3130.253174
	Iteration 49Q: 3 clusters Score -1604052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1604052.250000 Penalty: 3130.253174
	Iteration 50Q: 3 clusters Score -1604052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1604058.000000 Penalty: 3130.253174
	Iteration 51Q: 3 clusters Score -1604058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1604058.500000 Penalty: 3130.253174
	Iteration 52Q: 3 clusters Score -1604058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1604061.875000 Penalty: 3130.253174
	Iteration 53Q: 3 clusters Score -1604062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1604064.625000 Penalty: 3130.253174
	Iteration 54Q: 3 clusters Score -1604065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1604066.000000 Penalty: 3130.253174
	Iteration 55Q: 3 clusters Score -1604066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1604064.375000 Penalty: 3130.253174
	Iteration 56Q: 3 clusters Score -1604064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1604072.000000 Penalty: 3130.253174
	Iteration 57Q: 3 clusters Score -1604072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1604077.125000 Penalty: 3130.253174
	Iteration 58Q: 3 clusters Score -1604077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1604079.250000 Penalty: 3130.253174
	Iteration 59Q: 3 clusters Score -1604079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1604080.125000 Penalty: 3130.253174
	Iteration 60F: 3 clusters Score -1604080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1604082.375000 Penalty: 3130.253174
	Iteration 61Q: 3 clusters Score -1604082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1604085.250000 Penalty: 3130.253174
	Iteration 62Q: 3 clusters Score -1604085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1604085.625000 Penalty: 3130.253174
	Iteration 63Q: 3 clusters Score -1604086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1604082.500000 Penalty: 3130.253174
	Iteration 64Q: 3 clusters Score -1604082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1604083.125000 Penalty: 3130.253174
	Iteration 65Q: 3 clusters Score -1604083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1604086.000000 Penalty: 3130.253174
	Iteration 66Q: 3 clusters Score -1604086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1604086.125000 Penalty: 3130.253174
	Iteration 67Q: 3 clusters Score -1604086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1604085.250000 Penalty: 3130.253174
	Iteration 68Q: 3 clusters Score -1604085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1604084.000000 Penalty: 3130.253174
	Iteration 69Q: 3 clusters Score -1604084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1604085.125000 Penalty: 3130.253174
	Iteration 70Q: 3 clusters Score -1604085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1604085.125000 Penalty: 3130.253174
	Iteration 71F: 3 clusters Score -1604085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -22411.167969 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -22411.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21774.033203 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -21774.03 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22365.976562 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -22365.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22635.150391 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -22635.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22689.154297 Penalty: 1853.729370
	Iteration 3Q: 3 clusters Score -22689.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22741.611328 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -22741.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22766.671875 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -22766.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22775.796875 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -22775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22795.992188 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -22795.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22807.339844 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -22807.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22808.464844 Penalty: 1853.729370
	Iteration 9F: 3 clusters Score -22808.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22863.912109 Penalty: 1853.729370
	Iteration 10Q: 3 clusters Score -22863.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22926.820312 Penalty: 1853.729370
	Iteration 11Q: 3 clusters Score -22926.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23004.179688 Penalty: 1853.729370
	Iteration 12Q: 3 clusters Score -23004.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23018.714844 Penalty: 1853.729370
	Iteration 13Q: 3 clusters Score -23018.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23020.404297 Penalty: 1853.729370
	Iteration 14F: 3 clusters Score -23020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23074.298828 Penalty: 1853.729370
	Iteration 15Q: 3 clusters Score -23074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23089.554688 Penalty: 1853.729370
	Iteration 16Q: 3 clusters Score -23089.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23089.554688 Penalty: 1853.729370
	Iteration 17F: 3 clusters Score -23089.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54230 members 
Mstep: Class 4 contains 12861 members 
Mstep: Class 5 contains 159506 members 
Mstep: Class 6 contains 25239 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 24927 members 
Mstep: Class 9 contains 168196 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 64928 members 
Mstep: Class 13 contains 105 members 
Mstep: Class 14 contains 15941 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 18 contains 201618 members 
Mstep: Class 20 contains 5115 members 
Entering Unmasked Estep 
Score: -84484776.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84485352.000000 to -84484776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Entering Unmasked Estep 
Score: -2621592.750000 Penalty: 1639.734253
	Iteration 0F: 2 clusters Score -2621593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2605295.500000 Penalty: 3279.468506
	Iteration 0F: 3 clusters Score -2605296 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2611283.250000 Penalty: 3279.468506
	Iteration 1F: 3 clusters Score -2611283 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2611782.500000 Penalty: 3279.468506
	Iteration 2F: 3 clusters Score -2611782 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2612371.500000 Penalty: 3279.468506
	Iteration 3F: 3 clusters Score -2612372 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2613076.750000 Penalty: 3279.468506
	Iteration 4F: 3 clusters Score -2613077 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2613922.000000 Penalty: 3279.468506
	Iteration 5F: 3 clusters Score -2613922 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2614989.000000 Penalty: 3279.468506
	Iteration 6F: 3 clusters Score -2614989 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2616219.000000 Penalty: 3279.468506
	Iteration 7F: 3 clusters Score -2616219 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2617250.500000 Penalty: 3279.468506
	Iteration 8F: 3 clusters Score -2617250 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2618071.250000 Penalty: 3279.468506
	Iteration 9Q: 3 clusters Score -2618071 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2618594.500000 Penalty: 3279.468506
	Iteration 10Q: 3 clusters Score -2618594 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2618921.750000 Penalty: 3279.468506
	Iteration 11Q: 3 clusters Score -2618922 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2619163.000000 Penalty: 3279.468506
	Iteration 12Q: 3 clusters Score -2619163 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2619342.750000 Penalty: 3279.468506
	Iteration 13Q: 3 clusters Score -2619343 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2619561.750000 Penalty: 3279.468506
	Iteration 14Q: 3 clusters Score -2619562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2619698.750000 Penalty: 3279.468506
	Iteration 15Q: 3 clusters Score -2619699 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2619814.250000 Penalty: 3279.468506
	Iteration 16Q: 3 clusters Score -2619814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2619902.500000 Penalty: 3279.468506
	Iteration 17Q: 3 clusters Score -2619902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2619955.750000 Penalty: 3279.468506
	Iteration 18Q: 3 clusters Score -2619956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2620004.000000 Penalty: 3279.468506
	Iteration 19Q: 3 clusters Score -2620004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2620043.750000 Penalty: 3279.468506
	Iteration 20F: 3 clusters Score -2620044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2620070.750000 Penalty: 3279.468506
	Iteration 21Q: 3 clusters Score -2620071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2620094.500000 Penalty: 3279.468506
	Iteration 22Q: 3 clusters Score -2620094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2620122.250000 Penalty: 3279.468506
	Iteration 23Q: 3 clusters Score -2620122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2620154.000000 Penalty: 3279.468506
	Iteration 24Q: 3 clusters Score -2620154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2620175.250000 Penalty: 3279.468506
	Iteration 25Q: 3 clusters Score -2620175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2620193.750000 Penalty: 3279.468506
	Iteration 26Q: 3 clusters Score -2620194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2620200.000000 Penalty: 3279.468506
	Iteration 27Q: 3 clusters Score -2620200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2620203.250000 Penalty: 3279.468506
	Iteration 28Q: 3 clusters Score -2620203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2620211.750000 Penalty: 3279.468506
	Iteration 29Q: 3 clusters Score -2620212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2620218.250000 Penalty: 3279.468506
	Iteration 30Q: 3 clusters Score -2620218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2620222.250000 Penalty: 3279.468506
	Iteration 31Q: 3 clusters Score -2620222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2620220.250000 Penalty: 3279.468506
	Iteration 32Q: 3 clusters Score -2620220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2620221.750000 Penalty: 3279.468506
	Iteration 33Q: 3 clusters Score -2620222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2620224.000000 Penalty: 3279.468506
	Iteration 34Q: 3 clusters Score -2620224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2620225.250000 Penalty: 3279.468506
	Iteration 35Q: 3 clusters Score -2620225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2620226.750000 Penalty: 3279.468506
	Iteration 36Q: 3 clusters Score -2620227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2620229.250000 Penalty: 3279.468506
	Iteration 37Q: 3 clusters Score -2620229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2620229.250000 Penalty: 3279.468506
	Iteration 38F: 3 clusters Score -2620229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201618 members 
Entering Unmasked Estep 
Score: -21431172.000000 Penalty: 1984.796143
	Iteration 0F: 2 clusters Score -2.143117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -21301036.000000 Penalty: 3969.592285
	Iteration 0F: 3 clusters Score -2.130104e+07 nChanged 97442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -21358834.000000 Penalty: 3969.592285
	Iteration 1F: 3 clusters Score -2.135883e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -21360848.000000 Penalty: 3969.592285
	Iteration 2Q: 3 clusters Score -2.136085e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -21364192.000000 Penalty: 3969.592285
	Iteration 3Q: 3 clusters Score -2.136419e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -21369468.000000 Penalty: 3969.592285
	Iteration 4F: 3 clusters Score -2.136947e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -21378818.000000 Penalty: 3969.592285
	Iteration 5F: 3 clusters Score -2.137882e+07 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -21391566.000000 Penalty: 3969.592285
	Iteration 6F: 3 clusters Score -2.139157e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -21405462.000000 Penalty: 3969.592285
	Iteration 7F: 3 clusters Score -2.140546e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 184870 members 
Entering Unmasked Estep 
Score: -21417292.000000 Penalty: 3969.592285
	Iteration 8F: 3 clusters Score -2.141729e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 193396 members 
Entering Unmasked Estep 
Score: -21424140.000000 Penalty: 3969.592285
	Iteration 9Q: 3 clusters Score -2.142414e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 197654 members 
Entering Unmasked Estep 
Score: -21427360.000000 Penalty: 3969.592285
	Iteration 10Q: 3 clusters Score -2.142736e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 199432 members 
Entering Unmasked Estep 
Score: -21428658.000000 Penalty: 3969.592285
	Iteration 11Q: 3 clusters Score -2.142866e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 200182 members 
Entering Unmasked Estep 
Score: -21429194.000000 Penalty: 3969.592285
	Iteration 12Q: 3 clusters Score -2.142919e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -21429460.000000 Penalty: 3969.592285
	Iteration 13Q: 3 clusters Score -2.142946e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 200696 members 
Entering Unmasked Estep 
Score: -21429614.000000 Penalty: 3969.592285
	Iteration 14Q: 3 clusters Score -2.142961e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -21429696.000000 Penalty: 3969.592285
	Iteration 15Q: 3 clusters Score -2.14297e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 200826 members 
Entering Unmasked Estep 
Score: -21429726.000000 Penalty: 3969.592285
	Iteration 16Q: 3 clusters Score -2.142973e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 200875 members 
Entering Unmasked Estep 
Score: -21429738.000000 Penalty: 3969.592285
	Iteration 17Q: 3 clusters Score -2.142974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 200898 members 
Entering Unmasked Estep 
Score: -21429778.000000 Penalty: 3969.592285
	Iteration 18Q: 3 clusters Score -2.142978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 200914 members 
Entering Unmasked Estep 
Score: -21429784.000000 Penalty: 3969.592285
	Iteration 19Q: 3 clusters Score -2.142978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -21429802.000000 Penalty: 3969.592285
	Iteration 20F: 3 clusters Score -2.14298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 200943 members 
Entering Unmasked Estep 
Score: -21429822.000000 Penalty: 3969.592285
	Iteration 21Q: 3 clusters Score -2.142982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 200952 members 
Entering Unmasked Estep 
Score: -21429810.000000 Penalty: 3969.592285
	Iteration 22Q: 3 clusters Score -2.142981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 200958 members 
Entering Unmasked Estep 
Score: -21429820.000000 Penalty: 3969.592285
	Iteration 23Q: 3 clusters Score -2.142982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 200957 members 
Entering Unmasked Estep 
Score: -21429824.000000 Penalty: 3969.592285
	Iteration 24Q: 3 clusters Score -2.142982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 200957 members 
Entering Unmasked Estep 
Score: -21429832.000000 Penalty: 3969.592285
	Iteration 25Q: 3 clusters Score -2.142983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 200961 members 
Entering Unmasked Estep 
Score: -21429834.000000 Penalty: 3969.592285
	Iteration 26Q: 3 clusters Score -2.142983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 200964 members 
Entering Unmasked Estep 
Score: -21429836.000000 Penalty: 3969.592285
	Iteration 27Q: 3 clusters Score -2.142984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -21429822.000000 Penalty: 3969.592285
	Iteration 28Q: 3 clusters Score -2.142982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 200965 members 
Entering Unmasked Estep 
Score: -21429814.000000 Penalty: 3969.592285
	Iteration 29Q: 3 clusters Score -2.142981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -21429810.000000 Penalty: 3969.592285
	Iteration 30Q: 3 clusters Score -2.142981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 200965 members 
Entering Unmasked Estep 
Score: -21429812.000000 Penalty: 3969.592285
	Iteration 31Q: 3 clusters Score -2.142981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 200966 members 
Entering Unmasked Estep 
Score: -21429814.000000 Penalty: 3969.592285
	Iteration 32Q: 3 clusters Score -2.142981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 200967 members 
Entering Unmasked Estep 
Score: -21429826.000000 Penalty: 3969.592285
	Iteration 33Q: 3 clusters Score -2.142983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 200968 members 
Entering Unmasked Estep 
Score: -21429814.000000 Penalty: 3969.592285
	Iteration 34Q: 3 clusters Score -2.142981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 200969 members 
Entering Unmasked Estep 
Score: -21429828.000000 Penalty: 3969.592285
	Iteration 35Q: 3 clusters Score -2.142983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -21429820.000000 Penalty: 3969.592285
	Iteration 36Q: 3 clusters Score -2.142982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -21429820.000000 Penalty: 3969.592285
	Iteration 37F: 3 clusters Score -2.142982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -519387.093750 Penalty: 1387.739014
	Iteration 0F: 2 clusters Score -519387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -515348.562500 Penalty: 2775.478027
	Iteration 0F: 3 clusters Score -515348.6 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -516529.750000 Penalty: 2775.478027
	Iteration 1F: 3 clusters Score -516529.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -516785.750000 Penalty: 2775.478027
	Iteration 2F: 3 clusters Score -516785.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -516989.000000 Penalty: 2775.478027
	Iteration 3F: 3 clusters Score -516989 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -517224.406250 Penalty: 2775.478027
	Iteration 4F: 3 clusters Score -517224.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -517514.593750 Penalty: 2775.478027
	Iteration 5F: 3 clusters Score -517514.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -517801.625000 Penalty: 2775.478027
	Iteration 6F: 3 clusters Score -517801.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -518077.156250 Penalty: 2775.478027
	Iteration 7F: 3 clusters Score -518077.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -518360.531250 Penalty: 2775.478027
	Iteration 8F: 3 clusters Score -518360.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -518584.187500 Penalty: 2775.478027
	Iteration 9F: 3 clusters Score -518584.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -518725.531250 Penalty: 2775.478027
	Iteration 10Q: 3 clusters Score -518725.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -518833.906250 Penalty: 2775.478027
	Iteration 11Q: 3 clusters Score -518833.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -518908.125000 Penalty: 2775.478027
	Iteration 12Q: 3 clusters Score -518908.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -518962.687500 Penalty: 2775.478027
	Iteration 13Q: 3 clusters Score -518962.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -519002.187500 Penalty: 2775.478027
	Iteration 14Q: 3 clusters Score -519002.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -519031.312500 Penalty: 2775.478027
	Iteration 15Q: 3 clusters Score -519031.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -519051.531250 Penalty: 2775.478027
	Iteration 16Q: 3 clusters Score -519051.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -519063.468750 Penalty: 2775.478027
	Iteration 17Q: 3 clusters Score -519063.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -519075.125000 Penalty: 2775.478027
	Iteration 18Q: 3 clusters Score -519075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -519081.812500 Penalty: 2775.478027
	Iteration 19Q: 3 clusters Score -519081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -519085.000000 Penalty: 2775.478027
	Iteration 20F: 3 clusters Score -519085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -519085.593750 Penalty: 2775.478027
	Iteration 21Q: 3 clusters Score -519085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -519088.312500 Penalty: 2775.478027
	Iteration 22Q: 3 clusters Score -519088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -519088.031250 Penalty: 2775.478027
	Iteration 23Q: 3 clusters Score -519088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -519087.718750 Penalty: 2775.478027
	Iteration 24Q: 3 clusters Score -519087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -519088.968750 Penalty: 2775.478027
	Iteration 25Q: 3 clusters Score -519089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -519091.062500 Penalty: 2775.478027
	Iteration 26Q: 3 clusters Score -519091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -519091.937500 Penalty: 2775.478027
	Iteration 27Q: 3 clusters Score -519091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -519091.937500 Penalty: 2775.478027
	Iteration 28F: 3 clusters Score -519091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54230 members 
Mstep: Class 4 contains 12861 members 
Mstep: Class 5 contains 159506 members 
Mstep: Class 6 contains 25239 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 24927 members 
Mstep: Class 9 contains 168196 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 64928 members 
Mstep: Class 14 contains 15941 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 18 contains 201618 members 
Mstep: Class 20 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485424.000000 Penalty: 39790.128906
Iteration 159Q: 19 clusters Score -8.448542e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54224 members 
Mstep: Class 4 contains 12862 members 
Mstep: Class 5 contains 159403 members 
Mstep: Class 6 contains 25157 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 24949 members 
Mstep: Class 9 contains 168198 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 64841 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 15246 members 
Mstep: Class 16 contains 300 members 
Mstep: Class 17 contains 24116 members 
Mstep: Class 18 contains 201853 members 
Mstep: Class 20 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485560.000000 Penalty: 39790.128906
Iteration 160F: 19 clusters Score -8.448556e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54217 members 
Mstep: Class 4 contains 12859 members 
Mstep: Class 5 contains 159301 members 
Mstep: Class 6 contains 25076 members 
Mstep: Class 7 contains 15883 members 
Mstep: Class 8 contains 24962 members 
Mstep: Class 9 contains 168207 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 64746 members 
Mstep: Class 14 contains 15931 members 
Mstep: Class 15 contains 15254 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24105 members 
Mstep: Class 18 contains 202124 members 
Mstep: Class 20 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485560.000000 Penalty: 39790.128906
Iteration 161Q: 19 clusters Score -8.448556e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54204 members 
Mstep: Class 4 contains 12857 members 
Mstep: Class 5 contains 159212 members 
Mstep: Class 6 contains 24991 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 24969 members 
Mstep: Class 9 contains 168212 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 64663 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24097 members 
Mstep: Class 18 contains 202374 members 
Mstep: Class 20 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485752.000000 Penalty: 39790.128906
Iteration 162Q: 19 clusters Score -8.448575e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54201 members 
Mstep: Class 4 contains 12852 members 
Mstep: Class 5 contains 159103 members 
Mstep: Class 6 contains 24913 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 24976 members 
Mstep: Class 9 contains 168183 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 64591 members 
Mstep: Class 14 contains 15928 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24091 members 
Mstep: Class 18 contains 202643 members 
Mstep: Class 20 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485632.000000 Penalty: 39790.128906
Iteration 163Q: 19 clusters Score -8.448563e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54195 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 159020 members 
Mstep: Class 6 contains 24832 members 
Mstep: Class 7 contains 15955 members 
Mstep: Class 8 contains 24982 members 
Mstep: Class 9 contains 168127 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 64540 members 
Mstep: Class 14 contains 15926 members 
Mstep: Class 15 contains 15268 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24096 members 
Mstep: Class 18 contains 202902 members 
Mstep: Class 20 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485616.000000 Penalty: 39790.128906
Iteration 164Q: 19 clusters Score -8.448562e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54192 members 
Mstep: Class 4 contains 12844 members 
Mstep: Class 5 contains 158936 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 8 contains 24988 members 
Mstep: Class 9 contains 168086 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 64481 members 
Mstep: Class 14 contains 15925 members 
Mstep: Class 15 contains 15275 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 203172 members 
Mstep: Class 20 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485656.000000 Penalty: 39790.128906
Iteration 165Q: 19 clusters Score -8.448566e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54186 members 
Mstep: Class 4 contains 12843 members 
Mstep: Class 5 contains 158852 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 15964 members 
Mstep: Class 8 contains 24998 members 
Mstep: Class 9 contains 168038 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 64422 members 
Mstep: Class 14 contains 15914 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24079 members 
Mstep: Class 18 contains 203452 members 
Mstep: Class 20 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485704.000000 Penalty: 39790.128906
Iteration 166Q: 19 clusters Score -8.44857e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54179 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 158791 members 
Mstep: Class 6 contains 24612 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 25003 members 
Mstep: Class 9 contains 167990 members 
Mstep: Class 10 contains 2865 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 64360 members 
Mstep: Class 14 contains 15893 members 
Mstep: Class 15 contains 15284 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24070 members 
Mstep: Class 18 contains 203719 members 
Mstep: Class 20 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485648.000000 Penalty: 39790.128906
Iteration 167Q: 19 clusters Score -8.448565e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54178 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 158733 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 25006 members 
Mstep: Class 9 contains 167970 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 64286 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 15291 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24060 members 
Mstep: Class 18 contains 203966 members 
Mstep: Class 20 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485648.000000 Penalty: 39790.128906
Iteration 168Q: 19 clusters Score -8.448565e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54174 members 
Mstep: Class 4 contains 12845 members 
Mstep: Class 5 contains 158670 members 
Mstep: Class 6 contains 24456 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 25007 members 
Mstep: Class 9 contains 167946 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 64234 members 
Mstep: Class 14 contains 15858 members 
Mstep: Class 15 contains 15295 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24053 members 
Mstep: Class 18 contains 204208 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485888.000000 Penalty: 39790.128906
Iteration 169Q: 19 clusters Score -8.448589e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54168 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 158616 members 
Mstep: Class 6 contains 24391 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 25015 members 
Mstep: Class 9 contains 167914 members 
Mstep: Class 10 contains 2866 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 64182 members 
Mstep: Class 14 contains 15835 members 
Mstep: Class 15 contains 15297 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24045 members 
Mstep: Class 18 contains 204438 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485912.000000 Penalty: 39790.128906
Iteration 170Q: 19 clusters Score -8.448591e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54165 members 
Mstep: Class 4 contains 12841 members 
Mstep: Class 5 contains 158562 members 
Mstep: Class 6 contains 24331 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 25025 members 
Mstep: Class 9 contains 167891 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 64119 members 
Mstep: Class 14 contains 15824 members 
Mstep: Class 15 contains 15298 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24029 members 
Mstep: Class 18 contains 204657 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485880.000000 Penalty: 39790.128906
Iteration 171Q: 19 clusters Score -8.448588e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54164 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 158508 members 
Mstep: Class 6 contains 24273 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 25028 members 
Mstep: Class 9 contains 167877 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 64062 members 
Mstep: Class 14 contains 15815 members 
Mstep: Class 15 contains 15303 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 24002 members 
Mstep: Class 18 contains 204871 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485832.000000 Penalty: 39790.128906
Iteration 172Q: 19 clusters Score -8.448583e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 54167 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 158432 members 
Mstep: Class 6 contains 24212 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 25032 members 
Mstep: Class 9 contains 167876 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 64018 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 15 contains 15309 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23982 members 
Mstep: Class 18 contains 205068 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84485960.000000 Penalty: 39790.128906
Iteration 173Q: 19 clusters Score -8.448596e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54167 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 158358 members 
Mstep: Class 6 contains 24160 members 
Mstep: Class 7 contains 16014 members 
Mstep: Class 8 contains 25040 members 
Mstep: Class 9 contains 167833 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 63970 members 
Mstep: Class 14 contains 15791 members 
Mstep: Class 15 contains 15312 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23976 members 
Mstep: Class 18 contains 205277 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486064.000000 Penalty: 39790.128906
Iteration 174Q: 19 clusters Score -8.448606e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54170 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 158279 members 
Mstep: Class 6 contains 24122 members 
Mstep: Class 7 contains 16013 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 167790 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 63935 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 15317 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23967 members 
Mstep: Class 18 contains 205484 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486032.000000 Penalty: 39790.128906
Iteration 175Q: 19 clusters Score -8.448603e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54174 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 158213 members 
Mstep: Class 6 contains 24075 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 25054 members 
Mstep: Class 9 contains 167748 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 63897 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 15 contains 15324 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23970 members 
Mstep: Class 18 contains 205675 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486016.000000 Penalty: 39790.128906
Iteration 176Q: 19 clusters Score -8.448602e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54171 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 158159 members 
Mstep: Class 6 contains 24031 members 
Mstep: Class 7 contains 16026 members 
Mstep: Class 8 contains 25059 members 
Mstep: Class 9 contains 167723 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 63856 members 
Mstep: Class 14 contains 15744 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23964 members 
Mstep: Class 18 contains 205842 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486024.000000 Penalty: 39790.128906
Iteration 177Q: 19 clusters Score -8.448602e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54166 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 158121 members 
Mstep: Class 6 contains 23982 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 25066 members 
Mstep: Class 9 contains 167702 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 63809 members 
Mstep: Class 14 contains 15728 members 
Mstep: Class 15 contains 15330 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23953 members 
Mstep: Class 18 contains 206004 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486152.000000 Penalty: 39790.128906
Iteration 178Q: 19 clusters Score -8.448615e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54160 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 158103 members 
Mstep: Class 6 contains 23946 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 25070 members 
Mstep: Class 9 contains 167657 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 63758 members 
Mstep: Class 14 contains 15728 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23941 members 
Mstep: Class 18 contains 206150 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486120.000000 Penalty: 39790.128906
Iteration 179Q: 19 clusters Score -8.448612e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54152 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 158070 members 
Mstep: Class 6 contains 23914 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 25071 members 
Mstep: Class 9 contains 167642 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 63719 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23941 members 
Mstep: Class 18 contains 206281 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486248.000000 Penalty: 39790.128906
Iteration 180F: 19 clusters Score -8.448625e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54151 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 158069 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 25074 members 
Mstep: Class 9 contains 167607 members 
Mstep: Class 10 contains 2869 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 63677 members 
Mstep: Class 14 contains 15707 members 
Mstep: Class 15 contains 15341 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23942 members 
Mstep: Class 18 contains 206394 members 
Mstep: Class 20 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486224.000000 Penalty: 39790.128906
Iteration 181Q: 19 clusters Score -8.448622e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54155 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 158057 members 
Mstep: Class 6 contains 23851 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 25078 members 
Mstep: Class 9 contains 167591 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 63629 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 15 contains 15342 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23942 members 
Mstep: Class 18 contains 206507 members 
Mstep: Class 20 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486128.000000 Penalty: 39790.128906
Iteration 182Q: 19 clusters Score -8.448613e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54151 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 158062 members 
Mstep: Class 6 contains 23828 members 
Mstep: Class 7 contains 16075 members 
Mstep: Class 8 contains 25074 members 
Mstep: Class 9 contains 167568 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 63580 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 18 contains 206611 members 
Mstep: Class 20 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486104.000000 Penalty: 39790.128906
Iteration 183Q: 19 clusters Score -8.44861e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54148 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 158059 members 
Mstep: Class 6 contains 23799 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 25069 members 
Mstep: Class 9 contains 167546 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 4868 members 
Mstep: Class 12 contains 63528 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23933 members 
Mstep: Class 18 contains 206715 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486160.000000 Penalty: 39790.128906
Iteration 184Q: 19 clusters Score -8.448616e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54144 members 
Mstep: Class 4 contains 12841 members 
Mstep: Class 5 contains 158057 members 
Mstep: Class 6 contains 23764 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 25069 members 
Mstep: Class 9 contains 167547 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 12 contains 63472 members 
Mstep: Class 14 contains 15697 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23931 members 
Mstep: Class 18 contains 206804 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486272.000000 Penalty: 39790.128906
Iteration 185Q: 19 clusters Score -8.448627e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54146 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 158038 members 
Mstep: Class 6 contains 23728 members 
Mstep: Class 7 contains 16087 members 
Mstep: Class 8 contains 25067 members 
Mstep: Class 9 contains 167554 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 63420 members 
Mstep: Class 14 contains 15688 members 
Mstep: Class 15 contains 15353 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23932 members 
Mstep: Class 18 contains 206908 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486136.000000 Penalty: 39790.128906
Iteration 186Q: 19 clusters Score -8.448614e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54150 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 158030 members 
Mstep: Class 6 contains 23695 members 
Mstep: Class 7 contains 16093 members 
Mstep: Class 8 contains 25068 members 
Mstep: Class 9 contains 167550 members 
Mstep: Class 10 contains 2873 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 63366 members 
Mstep: Class 14 contains 15675 members 
Mstep: Class 15 contains 15356 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23932 members 
Mstep: Class 18 contains 207009 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486064.000000 Penalty: 39790.128906
Iteration 187Q: 19 clusters Score -8.448606e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54149 members 
Mstep: Class 4 contains 12838 members 
Mstep: Class 5 contains 158015 members 
Mstep: Class 6 contains 23656 members 
Mstep: Class 7 contains 16099 members 
Mstep: Class 8 contains 25071 members 
Mstep: Class 9 contains 167547 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4863 members 
Mstep: Class 12 contains 63309 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 207124 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486216.000000 Penalty: 39790.128906
Iteration 188Q: 19 clusters Score -8.448622e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54147 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 158012 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 16093 members 
Mstep: Class 8 contains 25079 members 
Mstep: Class 9 contains 167553 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4864 members 
Mstep: Class 12 contains 63249 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23919 members 
Mstep: Class 18 contains 207242 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486184.000000 Penalty: 39790.128906
Iteration 189Q: 19 clusters Score -8.448618e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54145 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 158027 members 
Mstep: Class 6 contains 23574 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 25080 members 
Mstep: Class 9 contains 167551 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 63189 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23911 members 
Mstep: Class 18 contains 207364 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486192.000000 Penalty: 39790.128906
Iteration 190Q: 19 clusters Score -8.448619e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 158036 members 
Mstep: Class 6 contains 23540 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 25085 members 
Mstep: Class 9 contains 167561 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 12 contains 63121 members 
Mstep: Class 14 contains 15643 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23902 members 
Mstep: Class 18 contains 207476 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486336.000000 Penalty: 39790.128906
Iteration 191Q: 19 clusters Score -8.448634e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 158012 members 
Mstep: Class 6 contains 23506 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 25088 members 
Mstep: Class 9 contains 167573 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 63063 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 15370 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23902 members 
Mstep: Class 18 contains 207598 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486440.000000 Penalty: 39790.128906
Iteration 192Q: 19 clusters Score -8.448644e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 157988 members 
Mstep: Class 6 contains 23458 members 
Mstep: Class 7 contains 16052 members 
Mstep: Class 8 contains 25092 members 
Mstep: Class 9 contains 167583 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 62999 members 
Mstep: Class 14 contains 15635 members 
Mstep: Class 15 contains 15374 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23902 members 
Mstep: Class 18 contains 207732 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486424.000000 Penalty: 39790.128906
Iteration 193Q: 19 clusters Score -8.448642e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 158008 members 
Mstep: Class 6 contains 23407 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 25093 members 
Mstep: Class 9 contains 167597 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 62931 members 
Mstep: Class 14 contains 15629 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23904 members 
Mstep: Class 18 contains 207833 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486440.000000 Penalty: 39790.128906
Iteration 194Q: 19 clusters Score -8.448644e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 158036 members 
Mstep: Class 6 contains 23352 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 25094 members 
Mstep: Class 9 contains 167612 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 62863 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23904 members 
Mstep: Class 18 contains 207943 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486504.000000 Penalty: 39790.128906
Iteration 195Q: 19 clusters Score -8.44865e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 158032 members 
Mstep: Class 6 contains 23301 members 
Mstep: Class 7 contains 16028 members 
Mstep: Class 8 contains 25092 members 
Mstep: Class 9 contains 167635 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 62799 members 
Mstep: Class 14 contains 15596 members 
Mstep: Class 15 contains 15380 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 208058 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486624.000000 Penalty: 39790.128906
Iteration 196Q: 19 clusters Score -8.448662e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 158016 members 
Mstep: Class 6 contains 23257 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 167650 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 62740 members 
Mstep: Class 14 contains 15577 members 
Mstep: Class 15 contains 15380 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208187 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 197Q: 19 clusters Score -8.448678e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54127 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 157995 members 
Mstep: Class 6 contains 23203 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167654 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62687 members 
Mstep: Class 14 contains 15553 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23908 members 
Mstep: Class 18 contains 208346 members 
Mstep: Class 20 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 198Q: 19 clusters Score -8.448678e+07 nChanged 372
Entering ConstructFrom: 
Score: -84486776.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -1208406.375000 Penalty: 1520.672485
	Iteration 0F: 2 clusters Score -1208406 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 5812 members 
Entering Unmasked Estep 
Score: -1200228.000000 Penalty: 3041.344971
	Iteration 0F: 3 clusters Score -1200228 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1203112.750000 Penalty: 3041.344971
	Iteration 1F: 3 clusters Score -1203113 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1203518.875000 Penalty: 3041.344971
	Iteration 2F: 3 clusters Score -1203519 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1203874.875000 Penalty: 3041.344971
	Iteration 3F: 3 clusters Score -1203875 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1204238.875000 Penalty: 3041.344971
	Iteration 4F: 3 clusters Score -1204239 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1204558.625000 Penalty: 3041.344971
	Iteration 5F: 3 clusters Score -1204559 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1204858.000000 Penalty: 3041.344971
	Iteration 6F: 3 clusters Score -1204858 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1205132.875000 Penalty: 3041.344971
	Iteration 7Q: 3 clusters Score -1205133 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1205364.250000 Penalty: 3041.344971
	Iteration 8Q: 3 clusters Score -1205364 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1205530.375000 Penalty: 3041.344971
	Iteration 9Q: 3 clusters Score -1205530 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1205660.375000 Penalty: 3041.344971
	Iteration 10Q: 3 clusters Score -1205660 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1205756.875000 Penalty: 3041.344971
	Iteration 11Q: 3 clusters Score -1205757 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1205839.875000 Penalty: 3041.344971
	Iteration 12Q: 3 clusters Score -1205840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1205896.875000 Penalty: 3041.344971
	Iteration 13Q: 3 clusters Score -1205897 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1205950.625000 Penalty: 3041.344971
	Iteration 14Q: 3 clusters Score -1205951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1206004.000000 Penalty: 3041.344971
	Iteration 15Q: 3 clusters Score -1206004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1206055.375000 Penalty: 3041.344971
	Iteration 16Q: 3 clusters Score -1206055 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1206098.250000 Penalty: 3041.344971
	Iteration 17Q: 3 clusters Score -1206098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1206131.375000 Penalty: 3041.344971
	Iteration 18Q: 3 clusters Score -1206131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1206152.625000 Penalty: 3041.344971
	Iteration 19Q: 3 clusters Score -1206153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1206171.625000 Penalty: 3041.344971
	Iteration 20F: 3 clusters Score -1206172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1206186.500000 Penalty: 3041.344971
	Iteration 21Q: 3 clusters Score -1206186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1206204.125000 Penalty: 3041.344971
	Iteration 22Q: 3 clusters Score -1206204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1206223.875000 Penalty: 3041.344971
	Iteration 23Q: 3 clusters Score -1206224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1206248.750000 Penalty: 3041.344971
	Iteration 24Q: 3 clusters Score -1206249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1206266.000000 Penalty: 3041.344971
	Iteration 25Q: 3 clusters Score -1206266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1206279.875000 Penalty: 3041.344971
	Iteration 26Q: 3 clusters Score -1206280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1206298.250000 Penalty: 3041.344971
	Iteration 27Q: 3 clusters Score -1206298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1206313.375000 Penalty: 3041.344971
	Iteration 28Q: 3 clusters Score -1206313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1206337.000000 Penalty: 3041.344971
	Iteration 29Q: 3 clusters Score -1206337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1206366.500000 Penalty: 3041.344971
	Iteration 30Q: 3 clusters Score -1206366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1206405.125000 Penalty: 3041.344971
	Iteration 31Q: 3 clusters Score -1206405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1206451.000000 Penalty: 3041.344971
	Iteration 32Q: 3 clusters Score -1206451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1206489.625000 Penalty: 3041.344971
	Iteration 33Q: 3 clusters Score -1206490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1206534.250000 Penalty: 3041.344971
	Iteration 34Q: 3 clusters Score -1206534 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1206594.375000 Penalty: 3041.344971
	Iteration 35Q: 3 clusters Score -1206594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1206649.375000 Penalty: 3041.344971
	Iteration 36Q: 3 clusters Score -1206649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1206698.875000 Penalty: 3041.344971
	Iteration 37Q: 3 clusters Score -1206699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1206760.375000 Penalty: 3041.344971
	Iteration 38Q: 3 clusters Score -1206760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1206834.750000 Penalty: 3041.344971
	Iteration 39Q: 3 clusters Score -1206835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1206923.625000 Penalty: 3041.344971
	Iteration 40F: 3 clusters Score -1206924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1207027.125000 Penalty: 3041.344971
	Iteration 41Q: 3 clusters Score -1207027 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1207123.750000 Penalty: 3041.344971
	Iteration 42Q: 3 clusters Score -1207124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1207210.500000 Penalty: 3041.344971
	Iteration 43Q: 3 clusters Score -1207210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1207280.250000 Penalty: 3041.344971
	Iteration 44Q: 3 clusters Score -1207280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1207314.875000 Penalty: 3041.344971
	Iteration 45Q: 3 clusters Score -1207315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1207330.500000 Penalty: 3041.344971
	Iteration 46Q: 3 clusters Score -1207330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1207347.500000 Penalty: 3041.344971
	Iteration 47Q: 3 clusters Score -1207348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1207360.500000 Penalty: 3041.344971
	Iteration 48Q: 3 clusters Score -1207360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1207386.625000 Penalty: 3041.344971
	Iteration 49Q: 3 clusters Score -1207387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1207419.500000 Penalty: 3041.344971
	Iteration 50Q: 3 clusters Score -1207420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1207463.000000 Penalty: 3041.344971
	Iteration 51Q: 3 clusters Score -1207463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1207511.750000 Penalty: 3041.344971
	Iteration 52Q: 3 clusters Score -1207512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1207560.750000 Penalty: 3041.344971
	Iteration 53Q: 3 clusters Score -1207561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1207590.125000 Penalty: 3041.344971
	Iteration 54Q: 3 clusters Score -1207590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1207610.500000 Penalty: 3041.344971
	Iteration 55Q: 3 clusters Score -1207610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1207618.125000 Penalty: 3041.344971
	Iteration 56Q: 3 clusters Score -1207618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1207624.875000 Penalty: 3041.344971
	Iteration 57Q: 3 clusters Score -1207625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1207633.500000 Penalty: 3041.344971
	Iteration 58Q: 3 clusters Score -1207634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1207640.500000 Penalty: 3041.344971
	Iteration 59Q: 3 clusters Score -1207640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1207643.500000 Penalty: 3041.344971
	Iteration 60F: 3 clusters Score -1207644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1207648.125000 Penalty: 3041.344971
	Iteration 61Q: 3 clusters Score -1207648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1207648.875000 Penalty: 3041.344971
	Iteration 62Q: 3 clusters Score -1207649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1207648.875000 Penalty: 3041.344971
	Iteration 63F: 3 clusters Score -1207649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -146478.671875 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -146478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144765.437500 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -144765.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145081.406250 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -145081.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145186.578125 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -145186.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145231.312500 Penalty: 2352.511475
	Iteration 3Q: 3 clusters Score -145231.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145266.421875 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -145266.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145291.843750 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -145291.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145311.187500 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -145311.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -145326.796875 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -145326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145342.640625 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -145342.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145353.671875 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -145353.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145362.718750 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -145362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145367.187500 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -145367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145370.734375 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -145370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145374.046875 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -145374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145375.984375 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -145376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145376.953125 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -145377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145377.703125 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -145377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145380.000000 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -145380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145383.703125 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -145383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145387.343750 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -145387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145390.468750 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -145390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145391.437500 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -145391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145393.390625 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -145393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145393.781250 Penalty: 2352.511475
	Iteration 23Q: 3 clusters Score -145393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145394.765625 Penalty: 2352.511475
	Iteration 24Q: 3 clusters Score -145394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145396.296875 Penalty: 2352.511475
	Iteration 25Q: 3 clusters Score -145396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145396.546875 Penalty: 2352.511475
	Iteration 26Q: 3 clusters Score -145396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145397.062500 Penalty: 2352.511475
	Iteration 27Q: 3 clusters Score -145397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145398.265625 Penalty: 2352.511475
	Iteration 28Q: 3 clusters Score -145398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145398.562500 Penalty: 2352.511475
	Iteration 29Q: 3 clusters Score -145398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145398.562500 Penalty: 2352.511475
	Iteration 30F: 3 clusters Score -145398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Entering Unmasked Estep 
Score: -5647099.500000 Penalty: 1771.113892
	Iteration 0F: 2 clusters Score -5647100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5611034.000000 Penalty: 3542.227783
	Iteration 0F: 3 clusters Score -5611034 nChanged 25414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -5625347.500000 Penalty: 3542.227783
	Iteration 1F: 3 clusters Score -5625348 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5625886.000000 Penalty: 3542.227783
	Iteration 2Q: 3 clusters Score -5625886 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5626462.000000 Penalty: 3542.227783
	Iteration 3Q: 3 clusters Score -5626462 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5627164.500000 Penalty: 3542.227783
	Iteration 4Q: 3 clusters Score -5627164 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -5628113.000000 Penalty: 3542.227783
	Iteration 5Q: 3 clusters Score -5628113 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5629370.500000 Penalty: 3542.227783
	Iteration 6Q: 3 clusters Score -5629370 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5631303.000000 Penalty: 3542.227783
	Iteration 7F: 3 clusters Score -5631303 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5633609.500000 Penalty: 3542.227783
	Iteration 8F: 3 clusters Score -5633610 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -5635673.500000 Penalty: 3542.227783
	Iteration 9F: 3 clusters Score -5635674 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5636859.000000 Penalty: 3542.227783
	Iteration 10Q: 3 clusters Score -5636859 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5637464.500000 Penalty: 3542.227783
	Iteration 11Q: 3 clusters Score -5637464 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5637862.000000 Penalty: 3542.227783
	Iteration 12Q: 3 clusters Score -5637862 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5638307.500000 Penalty: 3542.227783
	Iteration 13Q: 3 clusters Score -5638308 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5638758.000000 Penalty: 3542.227783
	Iteration 14Q: 3 clusters Score -5638758 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5639276.000000 Penalty: 3542.227783
	Iteration 15Q: 3 clusters Score -5639276 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -5639857.000000 Penalty: 3542.227783
	Iteration 16Q: 3 clusters Score -5639857 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -5640464.500000 Penalty: 3542.227783
	Iteration 17Q: 3 clusters Score -5640464 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -5641132.000000 Penalty: 3542.227783
	Iteration 18Q: 3 clusters Score -5641132 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -5641696.500000 Penalty: 3542.227783
	Iteration 19Q: 3 clusters Score -5641696 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -5642205.000000 Penalty: 3542.227783
	Iteration 20F: 3 clusters Score -5642205 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -5642648.000000 Penalty: 3542.227783
	Iteration 21Q: 3 clusters Score -5642648 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5643028.500000 Penalty: 3542.227783
	Iteration 22Q: 3 clusters Score -5643028 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -5643382.500000 Penalty: 3542.227783
	Iteration 23Q: 3 clusters Score -5643382 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5643665.000000 Penalty: 3542.227783
	Iteration 24Q: 3 clusters Score -5643665 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5643954.500000 Penalty: 3542.227783
	Iteration 25Q: 3 clusters Score -5643954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5644208.000000 Penalty: 3542.227783
	Iteration 26Q: 3 clusters Score -5644208 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5644382.500000 Penalty: 3542.227783
	Iteration 27Q: 3 clusters Score -5644382 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5644588.500000 Penalty: 3542.227783
	Iteration 28Q: 3 clusters Score -5644588 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5644739.000000 Penalty: 3542.227783
	Iteration 29Q: 3 clusters Score -5644739 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5644899.500000 Penalty: 3542.227783
	Iteration 30Q: 3 clusters Score -5644900 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5645028.500000 Penalty: 3542.227783
	Iteration 31Q: 3 clusters Score -5645028 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5645140.000000 Penalty: 3542.227783
	Iteration 32Q: 3 clusters Score -5645140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5645241.500000 Penalty: 3542.227783
	Iteration 33Q: 3 clusters Score -5645242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5645363.500000 Penalty: 3542.227783
	Iteration 34Q: 3 clusters Score -5645364 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5645442.000000 Penalty: 3542.227783
	Iteration 35Q: 3 clusters Score -5645442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5645481.500000 Penalty: 3542.227783
	Iteration 36Q: 3 clusters Score -5645482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5645535.000000 Penalty: 3542.227783
	Iteration 37Q: 3 clusters Score -5645535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5645580.000000 Penalty: 3542.227783
	Iteration 38Q: 3 clusters Score -5645580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5645604.000000 Penalty: 3542.227783
	Iteration 39Q: 3 clusters Score -5645604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5645618.000000 Penalty: 3542.227783
	Iteration 40F: 3 clusters Score -5645618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5645626.500000 Penalty: 3542.227783
	Iteration 41Q: 3 clusters Score -5645626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5645646.500000 Penalty: 3542.227783
	Iteration 42Q: 3 clusters Score -5645646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5645664.000000 Penalty: 3542.227783
	Iteration 43Q: 3 clusters Score -5645664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5645669.000000 Penalty: 3542.227783
	Iteration 44Q: 3 clusters Score -5645669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5645663.000000 Penalty: 3542.227783
	Iteration 45Q: 3 clusters Score -5645663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5645673.500000 Penalty: 3542.227783
	Iteration 46Q: 3 clusters Score -5645674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5645676.000000 Penalty: 3542.227783
	Iteration 47Q: 3 clusters Score -5645676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5645676.000000 Penalty: 3542.227783
	Iteration 48Q: 3 clusters Score -5645676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5645677.000000 Penalty: 3542.227783
	Iteration 49Q: 3 clusters Score -5645677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5645677.000000 Penalty: 3542.227783
	Iteration 50Q: 3 clusters Score -5645677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5645676.500000 Penalty: 3542.227783
	Iteration 51Q: 3 clusters Score -5645676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5645676.500000 Penalty: 3542.227783
	Iteration 52F: 3 clusters Score -5645676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Entering Unmasked Estep 
Score: -1348785.125000 Penalty: 1537.175415
	Iteration 0F: 2 clusters Score -1348785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1339754.750000 Penalty: 3074.350830
	Iteration 0F: 3 clusters Score -1339755 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1342847.000000 Penalty: 3074.350830
	Iteration 1F: 3 clusters Score -1342847 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1343171.500000 Penalty: 3074.350830
	Iteration 2F: 3 clusters Score -1343172 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1343473.875000 Penalty: 3074.350830
	Iteration 3F: 3 clusters Score -1343474 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1343769.125000 Penalty: 3074.350830
	Iteration 4Q: 3 clusters Score -1343769 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1344081.250000 Penalty: 3074.350830
	Iteration 5Q: 3 clusters Score -1344081 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1344425.125000 Penalty: 3074.350830
	Iteration 6Q: 3 clusters Score -1344425 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1344856.000000 Penalty: 3074.350830
	Iteration 7Q: 3 clusters Score -1344856 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1345357.000000 Penalty: 3074.350830
	Iteration 8F: 3 clusters Score -1345357 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1345846.000000 Penalty: 3074.350830
	Iteration 9Q: 3 clusters Score -1345846 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1346318.125000 Penalty: 3074.350830
	Iteration 10Q: 3 clusters Score -1346318 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1346669.125000 Penalty: 3074.350830
	Iteration 11Q: 3 clusters Score -1346669 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1346942.625000 Penalty: 3074.350830
	Iteration 12Q: 3 clusters Score -1346943 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1347143.500000 Penalty: 3074.350830
	Iteration 13Q: 3 clusters Score -1347144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1347264.000000 Penalty: 3074.350830
	Iteration 14Q: 3 clusters Score -1347264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1347352.250000 Penalty: 3074.350830
	Iteration 15Q: 3 clusters Score -1347352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1347400.125000 Penalty: 3074.350830
	Iteration 16Q: 3 clusters Score -1347400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1347433.375000 Penalty: 3074.350830
	Iteration 17Q: 3 clusters Score -1347433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1347460.250000 Penalty: 3074.350830
	Iteration 18Q: 3 clusters Score -1347460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1347477.250000 Penalty: 3074.350830
	Iteration 19Q: 3 clusters Score -1347477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1347489.750000 Penalty: 3074.350830
	Iteration 20F: 3 clusters Score -1347490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1347501.000000 Penalty: 3074.350830
	Iteration 21Q: 3 clusters Score -1347501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1347512.250000 Penalty: 3074.350830
	Iteration 22Q: 3 clusters Score -1347512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1347517.375000 Penalty: 3074.350830
	Iteration 23Q: 3 clusters Score -1347517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1347522.750000 Penalty: 3074.350830
	Iteration 24Q: 3 clusters Score -1347523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1347526.750000 Penalty: 3074.350830
	Iteration 25Q: 3 clusters Score -1347527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1347528.000000 Penalty: 3074.350830
	Iteration 26Q: 3 clusters Score -1347528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1347530.250000 Penalty: 3074.350830
	Iteration 27Q: 3 clusters Score -1347530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1347530.250000 Penalty: 3074.350830
	Iteration 28Q: 3 clusters Score -1347530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1347531.875000 Penalty: 3074.350830
	Iteration 29Q: 3 clusters Score -1347532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1347535.000000 Penalty: 3074.350830
	Iteration 30Q: 3 clusters Score -1347535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1347537.125000 Penalty: 3074.350830
	Iteration 31Q: 3 clusters Score -1347537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1347537.750000 Penalty: 3074.350830
	Iteration 32Q: 3 clusters Score -1347538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1347535.250000 Penalty: 3074.350830
	Iteration 33Q: 3 clusters Score -1347535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1347535.250000 Penalty: 3074.350830
	Iteration 34F: 3 clusters Score -1347535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Entering Unmasked Estep 
Score: -16910298.000000 Penalty: 1945.152222
	Iteration 0F: 2 clusters Score -1.69103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -16805940.000000 Penalty: 3890.304443
	Iteration 0F: 3 clusters Score -1.680594e+07 nChanged 76282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -16851798.000000 Penalty: 3890.304443
	Iteration 1F: 3 clusters Score -1.68518e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -16854040.000000 Penalty: 3890.304443
	Iteration 2Q: 3 clusters Score -1.685404e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -16857922.000000 Penalty: 3890.304443
	Iteration 3F: 3 clusters Score -1.685792e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -16865266.000000 Penalty: 3890.304443
	Iteration 4F: 3 clusters Score -1.686527e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125605 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -16877310.000000 Penalty: 3890.304443
	Iteration 5F: 3 clusters Score -1.687731e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140199 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -16891974.000000 Penalty: 3890.304443
	Iteration 6F: 3 clusters Score -1.689197e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -16902706.000000 Penalty: 3890.304443
	Iteration 7F: 3 clusters Score -1.690271e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155892 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -16907064.000000 Penalty: 3890.304443
	Iteration 8Q: 3 clusters Score -1.690706e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16908086.000000 Penalty: 3890.304443
	Iteration 9Q: 3 clusters Score -1.690809e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16908436.000000 Penalty: 3890.304443
	Iteration 10Q: 3 clusters Score -1.690844e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16908540.000000 Penalty: 3890.304443
	Iteration 11Q: 3 clusters Score -1.690854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16908580.000000 Penalty: 3890.304443
	Iteration 12Q: 3 clusters Score -1.690858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16908598.000000 Penalty: 3890.304443
	Iteration 13Q: 3 clusters Score -1.69086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16908614.000000 Penalty: 3890.304443
	Iteration 14Q: 3 clusters Score -1.690861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16908630.000000 Penalty: 3890.304443
	Iteration 15Q: 3 clusters Score -1.690863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16908644.000000 Penalty: 3890.304443
	Iteration 16Q: 3 clusters Score -1.690864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157801 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16908646.000000 Penalty: 3890.304443
	Iteration 17Q: 3 clusters Score -1.690865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16908660.000000 Penalty: 3890.304443
	Iteration 18Q: 3 clusters Score -1.690866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157803 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16908656.000000 Penalty: 3890.304443
	Iteration 19Q: 3 clusters Score -1.690866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16908664.000000 Penalty: 3890.304443
	Iteration 20F: 3 clusters Score -1.690866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Entering Unmasked Estep 
Score: -2520052.250000 Penalty: 1633.056396
	Iteration 0F: 2 clusters Score -2520052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2504495.750000 Penalty: 3266.112793
	Iteration 0F: 3 clusters Score -2504496 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2510038.750000 Penalty: 3266.112793
	Iteration 1F: 3 clusters Score -2510039 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2510325.000000 Penalty: 3266.112793
	Iteration 2Q: 3 clusters Score -2510325 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2510738.250000 Penalty: 3266.112793
	Iteration 3Q: 3 clusters Score -2510738 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2511282.750000 Penalty: 3266.112793
	Iteration 4Q: 3 clusters Score -2511283 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2512120.500000 Penalty: 3266.112793
	Iteration 5F: 3 clusters Score -2512120 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2513342.000000 Penalty: 3266.112793
	Iteration 6F: 3 clusters Score -2513342 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2514929.000000 Penalty: 3266.112793
	Iteration 7F: 3 clusters Score -2514929 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2516506.500000 Penalty: 3266.112793
	Iteration 8F: 3 clusters Score -2516506 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2517400.750000 Penalty: 3266.112793
	Iteration 9Q: 3 clusters Score -2517401 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2517802.250000 Penalty: 3266.112793
	Iteration 10Q: 3 clusters Score -2517802 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2517973.500000 Penalty: 3266.112793
	Iteration 11Q: 3 clusters Score -2517974 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2518072.500000 Penalty: 3266.112793
	Iteration 12Q: 3 clusters Score -2518072 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2518146.500000 Penalty: 3266.112793
	Iteration 13Q: 3 clusters Score -2518146 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2518203.250000 Penalty: 3266.112793
	Iteration 14Q: 3 clusters Score -2518203 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2518242.500000 Penalty: 3266.112793
	Iteration 15Q: 3 clusters Score -2518242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2518282.250000 Penalty: 3266.112793
	Iteration 16Q: 3 clusters Score -2518282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2518320.000000 Penalty: 3266.112793
	Iteration 17Q: 3 clusters Score -2518320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2518340.500000 Penalty: 3266.112793
	Iteration 18Q: 3 clusters Score -2518340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2518384.000000 Penalty: 3266.112793
	Iteration 19Q: 3 clusters Score -2518384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2518418.750000 Penalty: 3266.112793
	Iteration 20F: 3 clusters Score -2518419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2518433.000000 Penalty: 3266.112793
	Iteration 21Q: 3 clusters Score -2518433 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2518451.250000 Penalty: 3266.112793
	Iteration 22Q: 3 clusters Score -2518451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2518462.750000 Penalty: 3266.112793
	Iteration 23Q: 3 clusters Score -2518463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2518475.500000 Penalty: 3266.112793
	Iteration 24Q: 3 clusters Score -2518476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2518495.250000 Penalty: 3266.112793
	Iteration 25Q: 3 clusters Score -2518495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2518503.250000 Penalty: 3266.112793
	Iteration 26Q: 3 clusters Score -2518503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2518518.000000 Penalty: 3266.112793
	Iteration 27Q: 3 clusters Score -2518518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2518535.250000 Penalty: 3266.112793
	Iteration 28Q: 3 clusters Score -2518535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2518547.500000 Penalty: 3266.112793
	Iteration 29Q: 3 clusters Score -2518548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2518550.000000 Penalty: 3266.112793
	Iteration 30Q: 3 clusters Score -2518550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2518551.250000 Penalty: 3266.112793
	Iteration 31Q: 3 clusters Score -2518551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2518564.000000 Penalty: 3266.112793
	Iteration 32Q: 3 clusters Score -2518564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2518569.500000 Penalty: 3266.112793
	Iteration 33Q: 3 clusters Score -2518570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2518577.500000 Penalty: 3266.112793
	Iteration 34Q: 3 clusters Score -2518578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2518580.250000 Penalty: 3266.112793
	Iteration 35Q: 3 clusters Score -2518580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2518584.750000 Penalty: 3266.112793
	Iteration 36Q: 3 clusters Score -2518585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2518589.500000 Penalty: 3266.112793
	Iteration 37Q: 3 clusters Score -2518590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2518589.750000 Penalty: 3266.112793
	Iteration 38Q: 3 clusters Score -2518590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2518590.750000 Penalty: 3266.112793
	Iteration 39Q: 3 clusters Score -2518591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2518592.500000 Penalty: 3266.112793
	Iteration 40F: 3 clusters Score -2518592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2518592.500000 Penalty: 3266.112793
	Iteration 41Q: 3 clusters Score -2518592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2518596.500000 Penalty: 3266.112793
	Iteration 42Q: 3 clusters Score -2518596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2518598.250000 Penalty: 3266.112793
	Iteration 43Q: 3 clusters Score -2518598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2518607.500000 Penalty: 3266.112793
	Iteration 44Q: 3 clusters Score -2518608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2518609.250000 Penalty: 3266.112793
	Iteration 45Q: 3 clusters Score -2518609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2518610.250000 Penalty: 3266.112793
	Iteration 46Q: 3 clusters Score -2518610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2518611.500000 Penalty: 3266.112793
	Iteration 47Q: 3 clusters Score -2518612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2518607.750000 Penalty: 3266.112793
	Iteration 48Q: 3 clusters Score -2518608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2518610.500000 Penalty: 3266.112793
	Iteration 49Q: 3 clusters Score -2518610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2518613.750000 Penalty: 3266.112793
	Iteration 50Q: 3 clusters Score -2518614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2518614.750000 Penalty: 3266.112793
	Iteration 51Q: 3 clusters Score -2518615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2518619.250000 Penalty: 3266.112793
	Iteration 52Q: 3 clusters Score -2518619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2518622.250000 Penalty: 3266.112793
	Iteration 53Q: 3 clusters Score -2518622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2518625.500000 Penalty: 3266.112793
	Iteration 54Q: 3 clusters Score -2518626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2518630.000000 Penalty: 3266.112793
	Iteration 55Q: 3 clusters Score -2518630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2518641.000000 Penalty: 3266.112793
	Iteration 56Q: 3 clusters Score -2518641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2518651.250000 Penalty: 3266.112793
	Iteration 57Q: 3 clusters Score -2518651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2518667.250000 Penalty: 3266.112793
	Iteration 58Q: 3 clusters Score -2518667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2518674.000000 Penalty: 3266.112793
	Iteration 59Q: 3 clusters Score -2518674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2518690.000000 Penalty: 3266.112793
	Iteration 60F: 3 clusters Score -2518690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2518697.000000 Penalty: 3266.112793
	Iteration 61Q: 3 clusters Score -2518697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2518712.000000 Penalty: 3266.112793
	Iteration 62Q: 3 clusters Score -2518712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2518718.500000 Penalty: 3266.112793
	Iteration 63Q: 3 clusters Score -2518718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2518718.250000 Penalty: 3266.112793
	Iteration 64Q: 3 clusters Score -2518718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2518727.500000 Penalty: 3266.112793
	Iteration 65Q: 3 clusters Score -2518728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2518730.750000 Penalty: 3266.112793
	Iteration 66Q: 3 clusters Score -2518731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2518741.750000 Penalty: 3266.112793
	Iteration 67Q: 3 clusters Score -2518742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2518744.500000 Penalty: 3266.112793
	Iteration 68Q: 3 clusters Score -2518744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2518739.750000 Penalty: 3266.112793
	Iteration 69Q: 3 clusters Score -2518740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2518743.250000 Penalty: 3266.112793
	Iteration 70Q: 3 clusters Score -2518743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2518744.250000 Penalty: 3266.112793
	Iteration 71Q: 3 clusters Score -2518744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2518741.500000 Penalty: 3266.112793
	Iteration 72Q: 3 clusters Score -2518742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2518744.750000 Penalty: 3266.112793
	Iteration 73Q: 3 clusters Score -2518745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2518744.750000 Penalty: 3266.112793
	Iteration 74F: 3 clusters Score -2518745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Entering Unmasked Estep 
Score: -1744713.750000 Penalty: 1572.944092
	Iteration 0F: 2 clusters Score -1744714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1733623.000000 Penalty: 3145.888184
	Iteration 0F: 3 clusters Score -1733623 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1737452.250000 Penalty: 3145.888184
	Iteration 1F: 3 clusters Score -1737452 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1737725.500000 Penalty: 3145.888184
	Iteration 2F: 3 clusters Score -1737726 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1737992.000000 Penalty: 3145.888184
	Iteration 3Q: 3 clusters Score -1737992 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1738331.000000 Penalty: 3145.888184
	Iteration 4Q: 3 clusters Score -1738331 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1738810.125000 Penalty: 3145.888184
	Iteration 5F: 3 clusters Score -1738810 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1739520.625000 Penalty: 3145.888184
	Iteration 6F: 3 clusters Score -1739521 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1740418.625000 Penalty: 3145.888184
	Iteration 7F: 3 clusters Score -1740419 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1741393.625000 Penalty: 3145.888184
	Iteration 8F: 3 clusters Score -1741394 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1742207.875000 Penalty: 3145.888184
	Iteration 9F: 3 clusters Score -1742208 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1742751.625000 Penalty: 3145.888184
	Iteration 10Q: 3 clusters Score -1742752 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1743051.625000 Penalty: 3145.888184
	Iteration 11Q: 3 clusters Score -1743052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1743227.875000 Penalty: 3145.888184
	Iteration 12Q: 3 clusters Score -1743228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1743335.750000 Penalty: 3145.888184
	Iteration 13Q: 3 clusters Score -1743336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1743382.625000 Penalty: 3145.888184
	Iteration 14Q: 3 clusters Score -1743383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1743399.875000 Penalty: 3145.888184
	Iteration 15Q: 3 clusters Score -1743400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1743410.750000 Penalty: 3145.888184
	Iteration 16Q: 3 clusters Score -1743411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1743420.625000 Penalty: 3145.888184
	Iteration 17Q: 3 clusters Score -1743421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1743430.750000 Penalty: 3145.888184
	Iteration 18Q: 3 clusters Score -1743431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1743446.750000 Penalty: 3145.888184
	Iteration 19Q: 3 clusters Score -1743447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1743450.500000 Penalty: 3145.888184
	Iteration 20F: 3 clusters Score -1743450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1743456.500000 Penalty: 3145.888184
	Iteration 21Q: 3 clusters Score -1743456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1743457.250000 Penalty: 3145.888184
	Iteration 22Q: 3 clusters Score -1743457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1743461.125000 Penalty: 3145.888184
	Iteration 23Q: 3 clusters Score -1743461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1743465.125000 Penalty: 3145.888184
	Iteration 24Q: 3 clusters Score -1743465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1743466.625000 Penalty: 3145.888184
	Iteration 25Q: 3 clusters Score -1743467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1743466.000000 Penalty: 3145.888184
	Iteration 26Q: 3 clusters Score -1743466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1743465.375000 Penalty: 3145.888184
	Iteration 27Q: 3 clusters Score -1743465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1743467.125000 Penalty: 3145.888184
	Iteration 28Q: 3 clusters Score -1743467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1743468.750000 Penalty: 3145.888184
	Iteration 29Q: 3 clusters Score -1743469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1743468.750000 Penalty: 3145.888184
	Iteration 30F: 3 clusters Score -1743469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Entering Unmasked Estep 
Score: -2619777.750000 Penalty: 1646.239258
	Iteration 0F: 2 clusters Score -2619778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2602812.000000 Penalty: 3292.478516
	Iteration 0F: 3 clusters Score -2602812 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2609167.500000 Penalty: 3292.478516
	Iteration 1F: 3 clusters Score -2609168 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2609531.500000 Penalty: 3292.478516
	Iteration 2Q: 3 clusters Score -2609532 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2609869.500000 Penalty: 3292.478516
	Iteration 3Q: 3 clusters Score -2609870 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2610246.750000 Penalty: 3292.478516
	Iteration 4Q: 3 clusters Score -2610247 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2610676.750000 Penalty: 3292.478516
	Iteration 5Q: 3 clusters Score -2610677 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2611307.500000 Penalty: 3292.478516
	Iteration 6Q: 3 clusters Score -2611308 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2612156.000000 Penalty: 3292.478516
	Iteration 7F: 3 clusters Score -2612156 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2613293.750000 Penalty: 3292.478516
	Iteration 8F: 3 clusters Score -2613294 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2614423.250000 Penalty: 3292.478516
	Iteration 9F: 3 clusters Score -2614423 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2615411.500000 Penalty: 3292.478516
	Iteration 10F: 3 clusters Score -2615412 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2616170.250000 Penalty: 3292.478516
	Iteration 11Q: 3 clusters Score -2616170 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2616735.250000 Penalty: 3292.478516
	Iteration 12Q: 3 clusters Score -2616735 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2617200.250000 Penalty: 3292.478516
	Iteration 13Q: 3 clusters Score -2617200 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2617593.500000 Penalty: 3292.478516
	Iteration 14Q: 3 clusters Score -2617594 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2617908.500000 Penalty: 3292.478516
	Iteration 15Q: 3 clusters Score -2617908 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2618140.000000 Penalty: 3292.478516
	Iteration 16Q: 3 clusters Score -2618140 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2618307.500000 Penalty: 3292.478516
	Iteration 17Q: 3 clusters Score -2618308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2618400.750000 Penalty: 3292.478516
	Iteration 18Q: 3 clusters Score -2618401 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2618462.250000 Penalty: 3292.478516
	Iteration 19Q: 3 clusters Score -2618462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2618493.500000 Penalty: 3292.478516
	Iteration 20F: 3 clusters Score -2618494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2618519.750000 Penalty: 3292.478516
	Iteration 21Q: 3 clusters Score -2618520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2618544.750000 Penalty: 3292.478516
	Iteration 22Q: 3 clusters Score -2618545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2618563.250000 Penalty: 3292.478516
	Iteration 23Q: 3 clusters Score -2618563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2618574.500000 Penalty: 3292.478516
	Iteration 24Q: 3 clusters Score -2618574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2618589.250000 Penalty: 3292.478516
	Iteration 25Q: 3 clusters Score -2618589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2618595.250000 Penalty: 3292.478516
	Iteration 26Q: 3 clusters Score -2618595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2618595.750000 Penalty: 3292.478516
	Iteration 27Q: 3 clusters Score -2618596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2618600.250000 Penalty: 3292.478516
	Iteration 28Q: 3 clusters Score -2618600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2618601.500000 Penalty: 3292.478516
	Iteration 29Q: 3 clusters Score -2618602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2618592.500000 Penalty: 3292.478516
	Iteration 30Q: 3 clusters Score -2618592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2618595.500000 Penalty: 3292.478516
	Iteration 31Q: 3 clusters Score -2618596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2618610.500000 Penalty: 3292.478516
	Iteration 32Q: 3 clusters Score -2618610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2618613.000000 Penalty: 3292.478516
	Iteration 33Q: 3 clusters Score -2618613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2618619.000000 Penalty: 3292.478516
	Iteration 34Q: 3 clusters Score -2618619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2618616.000000 Penalty: 3292.478516
	Iteration 35Q: 3 clusters Score -2618616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2618617.750000 Penalty: 3292.478516
	Iteration 36Q: 3 clusters Score -2618618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2618619.250000 Penalty: 3292.478516
	Iteration 37Q: 3 clusters Score -2618619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2618618.500000 Penalty: 3292.478516
	Iteration 38Q: 3 clusters Score -2618618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2618620.000000 Penalty: 3292.478516
	Iteration 39Q: 3 clusters Score -2618620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2618619.000000 Penalty: 3292.478516
	Iteration 40F: 3 clusters Score -2618619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Entering Unmasked Estep 
Score: -17938540.000000 Penalty: 1954.822266
	Iteration 0F: 2 clusters Score -1.793854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -17830056.000000 Penalty: 3909.644531
	Iteration 0F: 3 clusters Score -1.783006e+07 nChanged 81141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -17878632.000000 Penalty: 3909.644531
	Iteration 1F: 3 clusters Score -1.787863e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -17880758.000000 Penalty: 3909.644531
	Iteration 2Q: 3 clusters Score -1.788076e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -17884446.000000 Penalty: 3909.644531
	Iteration 3Q: 3 clusters Score -1.788445e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -17891348.000000 Penalty: 3909.644531
	Iteration 4F: 3 clusters Score -1.789135e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -17902182.000000 Penalty: 3909.644531
	Iteration 5F: 3 clusters Score -1.790218e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -17916232.000000 Penalty: 3909.644531
	Iteration 6F: 3 clusters Score -1.791623e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -17928348.000000 Penalty: 3909.644531
	Iteration 7F: 3 clusters Score -1.792835e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -17933676.000000 Penalty: 3909.644531
	Iteration 8Q: 3 clusters Score -1.793368e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -17935532.000000 Penalty: 3909.644531
	Iteration 9Q: 3 clusters Score -1.793553e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -17936346.000000 Penalty: 3909.644531
	Iteration 10Q: 3 clusters Score -1.793635e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -17936866.000000 Penalty: 3909.644531
	Iteration 11Q: 3 clusters Score -1.793687e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -17937288.000000 Penalty: 3909.644531
	Iteration 12Q: 3 clusters Score -1.793729e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143421 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -17937686.000000 Penalty: 3909.644531
	Iteration 13Q: 3 clusters Score -1.793769e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -17937912.000000 Penalty: 3909.644531
	Iteration 14Q: 3 clusters Score -1.793791e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -17938192.000000 Penalty: 3909.644531
	Iteration 15Q: 3 clusters Score -1.793819e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -17938434.000000 Penalty: 3909.644531
	Iteration 16Q: 3 clusters Score -1.793843e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147642 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -17938616.000000 Penalty: 3909.644531
	Iteration 17Q: 3 clusters Score -1.793862e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -17938792.000000 Penalty: 3909.644531
	Iteration 18Q: 3 clusters Score -1.793879e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -17938984.000000 Penalty: 3909.644531
	Iteration 19Q: 3 clusters Score -1.793898e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -17939112.000000 Penalty: 3909.644531
	Iteration 20F: 3 clusters Score -1.793911e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -17939254.000000 Penalty: 3909.644531
	Iteration 21Q: 3 clusters Score -1.793925e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -17939384.000000 Penalty: 3909.644531
	Iteration 22Q: 3 clusters Score -1.793938e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -17939476.000000 Penalty: 3909.644531
	Iteration 23Q: 3 clusters Score -1.793948e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -17939524.000000 Penalty: 3909.644531
	Iteration 24Q: 3 clusters Score -1.793952e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -17939554.000000 Penalty: 3909.644531
	Iteration 25Q: 3 clusters Score -1.793955e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -17939572.000000 Penalty: 3909.644531
	Iteration 26Q: 3 clusters Score -1.793957e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -17939550.000000 Penalty: 3909.644531
	Iteration 27Q: 3 clusters Score -1.793955e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -17939586.000000 Penalty: 3909.644531
	Iteration 28Q: 3 clusters Score -1.793959e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -17939538.000000 Penalty: 3909.644531
	Iteration 29Q: 3 clusters Score -1.793954e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157745 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -17939498.000000 Penalty: 3909.644531
	Iteration 30Q: 3 clusters Score -1.79395e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -17939412.000000 Penalty: 3909.644531
	Iteration 31Q: 3 clusters Score -1.793941e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158709 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -17939302.000000 Penalty: 3909.644531
	Iteration 32Q: 3 clusters Score -1.79393e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -17939204.000000 Penalty: 3909.644531
	Iteration 33Q: 3 clusters Score -1.79392e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -17939170.000000 Penalty: 3909.644531
	Iteration 34Q: 3 clusters Score -1.793917e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -17939184.000000 Penalty: 3909.644531
	Iteration 35Q: 3 clusters Score -1.793918e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -17939088.000000 Penalty: 3909.644531
	Iteration 36Q: 3 clusters Score -1.793909e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160523 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -17939098.000000 Penalty: 3909.644531
	Iteration 37Q: 3 clusters Score -1.79391e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -17939026.000000 Penalty: 3909.644531
	Iteration 38Q: 3 clusters Score -1.793903e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -17939000.000000 Penalty: 3909.644531
	Iteration 39Q: 3 clusters Score -1.7939e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161346 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -17939000.000000 Penalty: 3909.644531
	Iteration 40F: 3 clusters Score -1.7939e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -17938936.000000 Penalty: 3909.644531
	Iteration 41Q: 3 clusters Score -1.793894e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -17938912.000000 Penalty: 3909.644531
	Iteration 42Q: 3 clusters Score -1.793891e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162088 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -17938844.000000 Penalty: 3909.644531
	Iteration 43Q: 3 clusters Score -1.793884e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162311 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -17938792.000000 Penalty: 3909.644531
	Iteration 44Q: 3 clusters Score -1.793879e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -17938720.000000 Penalty: 3909.644531
	Iteration 45Q: 3 clusters Score -1.793872e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -17938668.000000 Penalty: 3909.644531
	Iteration 46Q: 3 clusters Score -1.793867e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -17938610.000000 Penalty: 3909.644531
	Iteration 47Q: 3 clusters Score -1.793861e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -17938576.000000 Penalty: 3909.644531
	Iteration 48Q: 3 clusters Score -1.793858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -17938566.000000 Penalty: 3909.644531
	Iteration 49Q: 3 clusters Score -1.793857e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -17938458.000000 Penalty: 3909.644531
	Iteration 50Q: 3 clusters Score -1.793846e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163447 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -17938456.000000 Penalty: 3909.644531
	Iteration 51Q: 3 clusters Score -1.793846e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -17938448.000000 Penalty: 3909.644531
	Iteration 52Q: 3 clusters Score -1.793845e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -17938406.000000 Penalty: 3909.644531
	Iteration 53Q: 3 clusters Score -1.793841e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -17938356.000000 Penalty: 3909.644531
	Iteration 54Q: 3 clusters Score -1.793836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -17938302.000000 Penalty: 3909.644531
	Iteration 55Q: 3 clusters Score -1.79383e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163923 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -17938302.000000 Penalty: 3909.644531
	Iteration 56Q: 3 clusters Score -1.79383e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -17938270.000000 Penalty: 3909.644531
	Iteration 57Q: 3 clusters Score -1.793827e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -17938222.000000 Penalty: 3909.644531
	Iteration 58Q: 3 clusters Score -1.793822e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -17938190.000000 Penalty: 3909.644531
	Iteration 59Q: 3 clusters Score -1.793819e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -17938152.000000 Penalty: 3909.644531
	Iteration 60F: 3 clusters Score -1.793815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -17938124.000000 Penalty: 3909.644531
	Iteration 61Q: 3 clusters Score -1.793812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17938116.000000 Penalty: 3909.644531
	Iteration 62Q: 3 clusters Score -1.793812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -17938126.000000 Penalty: 3909.644531
	Iteration 63Q: 3 clusters Score -1.793813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -17938104.000000 Penalty: 3909.644531
	Iteration 64Q: 3 clusters Score -1.79381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -17938100.000000 Penalty: 3909.644531
	Iteration 65Q: 3 clusters Score -1.79381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -17938100.000000 Penalty: 3909.644531
	Iteration 66Q: 3 clusters Score -1.79381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -17938084.000000 Penalty: 3909.644531
	Iteration 67Q: 3 clusters Score -1.793808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164549 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17938066.000000 Penalty: 3909.644531
	Iteration 68Q: 3 clusters Score -1.793807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -17938054.000000 Penalty: 3909.644531
	Iteration 69Q: 3 clusters Score -1.793805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164631 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -17938050.000000 Penalty: 3909.644531
	Iteration 70Q: 3 clusters Score -1.793805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17938066.000000 Penalty: 3909.644531
	Iteration 71Q: 3 clusters Score -1.793807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17938054.000000 Penalty: 3909.644531
	Iteration 72Q: 3 clusters Score -1.793805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -17938042.000000 Penalty: 3909.644531
	Iteration 73Q: 3 clusters Score -1.793804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -17938044.000000 Penalty: 3909.644531
	Iteration 74Q: 3 clusters Score -1.793804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164778 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -17938028.000000 Penalty: 3909.644531
	Iteration 75Q: 3 clusters Score -1.793803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -17938014.000000 Penalty: 3909.644531
	Iteration 76Q: 3 clusters Score -1.793801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17937980.000000 Penalty: 3909.644531
	Iteration 77Q: 3 clusters Score -1.793798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17937954.000000 Penalty: 3909.644531
	Iteration 78Q: 3 clusters Score -1.793795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -17937958.000000 Penalty: 3909.644531
	Iteration 79Q: 3 clusters Score -1.793796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -17937936.000000 Penalty: 3909.644531
	Iteration 80F: 3 clusters Score -1.793794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17937916.000000 Penalty: 3909.644531
	Iteration 81Q: 3 clusters Score -1.793792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -17937916.000000 Penalty: 3909.644531
	Iteration 82Q: 3 clusters Score -1.793792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164998 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17937914.000000 Penalty: 3909.644531
	Iteration 83Q: 3 clusters Score -1.793791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -17937918.000000 Penalty: 3909.644531
	Iteration 84Q: 3 clusters Score -1.793792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165059 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -17937892.000000 Penalty: 3909.644531
	Iteration 85Q: 3 clusters Score -1.793789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -17937866.000000 Penalty: 3909.644531
	Iteration 86Q: 3 clusters Score -1.793787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -17937856.000000 Penalty: 3909.644531
	Iteration 87Q: 3 clusters Score -1.793786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -17937854.000000 Penalty: 3909.644531
	Iteration 88Q: 3 clusters Score -1.793785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -17937848.000000 Penalty: 3909.644531
	Iteration 89Q: 3 clusters Score -1.793785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165161 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17937858.000000 Penalty: 3909.644531
	Iteration 90Q: 3 clusters Score -1.793786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17937852.000000 Penalty: 3909.644531
	Iteration 91Q: 3 clusters Score -1.793785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17937848.000000 Penalty: 3909.644531
	Iteration 92Q: 3 clusters Score -1.793785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -17937842.000000 Penalty: 3909.644531
	Iteration 93Q: 3 clusters Score -1.793784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165227 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -17937858.000000 Penalty: 3909.644531
	Iteration 94Q: 3 clusters Score -1.793786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165243 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -17937860.000000 Penalty: 3909.644531
	Iteration 95Q: 3 clusters Score -1.793786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -17937878.000000 Penalty: 3909.644531
	Iteration 96Q: 3 clusters Score -1.793788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -17937890.000000 Penalty: 3909.644531
	Iteration 97Q: 3 clusters Score -1.793789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17937874.000000 Penalty: 3909.644531
	Iteration 98Q: 3 clusters Score -1.793787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -17937884.000000 Penalty: 3909.644531
	Iteration 99Q: 3 clusters Score -1.793788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17937862.000000 Penalty: 3909.644531
	Iteration 100F: 3 clusters Score -1.793786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -17937866.000000 Penalty: 3909.644531
	Iteration 101Q: 3 clusters Score -1.793787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17937846.000000 Penalty: 3909.644531
	Iteration 102Q: 3 clusters Score -1.793785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -17937830.000000 Penalty: 3909.644531
	Iteration 103Q: 3 clusters Score -1.793783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -17937824.000000 Penalty: 3909.644531
	Iteration 104Q: 3 clusters Score -1.793782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17937808.000000 Penalty: 3909.644531
	Iteration 105Q: 3 clusters Score -1.793781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -17937804.000000 Penalty: 3909.644531
	Iteration 106Q: 3 clusters Score -1.79378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17937794.000000 Penalty: 3909.644531
	Iteration 107Q: 3 clusters Score -1.793779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165484 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17937784.000000 Penalty: 3909.644531
	Iteration 108Q: 3 clusters Score -1.793778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -17937764.000000 Penalty: 3909.644531
	Iteration 109Q: 3 clusters Score -1.793776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17937766.000000 Penalty: 3909.644531
	Iteration 110Q: 3 clusters Score -1.793777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17937778.000000 Penalty: 3909.644531
	Iteration 111Q: 3 clusters Score -1.793778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17937780.000000 Penalty: 3909.644531
	Iteration 112Q: 3 clusters Score -1.793778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17937778.000000 Penalty: 3909.644531
	Iteration 113Q: 3 clusters Score -1.793778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17937760.000000 Penalty: 3909.644531
	Iteration 114Q: 3 clusters Score -1.793776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17937770.000000 Penalty: 3909.644531
	Iteration 115Q: 3 clusters Score -1.793777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17937758.000000 Penalty: 3909.644531
	Iteration 116Q: 3 clusters Score -1.793776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17937762.000000 Penalty: 3909.644531
	Iteration 117Q: 3 clusters Score -1.793776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17937762.000000 Penalty: 3909.644531
	Iteration 118Q: 3 clusters Score -1.793776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17937766.000000 Penalty: 3909.644531
	Iteration 119Q: 3 clusters Score -1.793777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17937766.000000 Penalty: 3909.644531
	Iteration 120F: 3 clusters Score -1.793777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -286555.531250 Penalty: 1294.231812
	Iteration 0F: 2 clusters Score -286555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -283883.656250 Penalty: 2588.463623
	Iteration 0F: 3 clusters Score -283883.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -284512.343750 Penalty: 2588.463623
	Iteration 1F: 3 clusters Score -284512.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -284642.218750 Penalty: 2588.463623
	Iteration 2F: 3 clusters Score -284642.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284706.000000 Penalty: 2588.463623
	Iteration 3Q: 3 clusters Score -284706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -284758.218750 Penalty: 2588.463623
	Iteration 4Q: 3 clusters Score -284758.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -284818.500000 Penalty: 2588.463623
	Iteration 5Q: 3 clusters Score -284818.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -284866.343750 Penalty: 2588.463623
	Iteration 6Q: 3 clusters Score -284866.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -284914.718750 Penalty: 2588.463623
	Iteration 7Q: 3 clusters Score -284914.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -284988.843750 Penalty: 2588.463623
	Iteration 8Q: 3 clusters Score -284988.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -285061.812500 Penalty: 2588.463623
	Iteration 9Q: 3 clusters Score -285061.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -285114.468750 Penalty: 2588.463623
	Iteration 10Q: 3 clusters Score -285114.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -285157.093750 Penalty: 2588.463623
	Iteration 11Q: 3 clusters Score -285157.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -285196.812500 Penalty: 2588.463623
	Iteration 12Q: 3 clusters Score -285196.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -285224.468750 Penalty: 2588.463623
	Iteration 13Q: 3 clusters Score -285224.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -285246.968750 Penalty: 2588.463623
	Iteration 14Q: 3 clusters Score -285247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -285277.687500 Penalty: 2588.463623
	Iteration 15Q: 3 clusters Score -285277.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -285295.625000 Penalty: 2588.463623
	Iteration 16Q: 3 clusters Score -285295.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -285310.187500 Penalty: 2588.463623
	Iteration 17Q: 3 clusters Score -285310.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -285318.843750 Penalty: 2588.463623
	Iteration 18Q: 3 clusters Score -285318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -285322.968750 Penalty: 2588.463623
	Iteration 19Q: 3 clusters Score -285323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -285325.250000 Penalty: 2588.463623
	Iteration 20F: 3 clusters Score -285325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -285328.875000 Penalty: 2588.463623
	Iteration 21Q: 3 clusters Score -285328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -285331.843750 Penalty: 2588.463623
	Iteration 22Q: 3 clusters Score -285331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -285334.281250 Penalty: 2588.463623
	Iteration 23Q: 3 clusters Score -285334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -285336.656250 Penalty: 2588.463623
	Iteration 24Q: 3 clusters Score -285336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -285338.500000 Penalty: 2588.463623
	Iteration 25Q: 3 clusters Score -285338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -285339.593750 Penalty: 2588.463623
	Iteration 26Q: 3 clusters Score -285339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -285341.625000 Penalty: 2588.463623
	Iteration 27Q: 3 clusters Score -285341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -285344.062500 Penalty: 2588.463623
	Iteration 28Q: 3 clusters Score -285344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -285345.906250 Penalty: 2588.463623
	Iteration 29Q: 3 clusters Score -285345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -285348.125000 Penalty: 2588.463623
	Iteration 30Q: 3 clusters Score -285348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -285350.937500 Penalty: 2588.463623
	Iteration 31Q: 3 clusters Score -285350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -285355.031250 Penalty: 2588.463623
	Iteration 32Q: 3 clusters Score -285355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -285361.750000 Penalty: 2588.463623
	Iteration 33Q: 3 clusters Score -285361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -285367.437500 Penalty: 2588.463623
	Iteration 34Q: 3 clusters Score -285367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -285370.156250 Penalty: 2588.463623
	Iteration 35Q: 3 clusters Score -285370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -285375.000000 Penalty: 2588.463623
	Iteration 36Q: 3 clusters Score -285375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -285379.562500 Penalty: 2588.463623
	Iteration 37Q: 3 clusters Score -285379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -285381.937500 Penalty: 2588.463623
	Iteration 38Q: 3 clusters Score -285381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -285384.750000 Penalty: 2588.463623
	Iteration 39Q: 3 clusters Score -285384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -285388.937500 Penalty: 2588.463623
	Iteration 40F: 3 clusters Score -285388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -285392.000000 Penalty: 2588.463623
	Iteration 41Q: 3 clusters Score -285392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -285396.187500 Penalty: 2588.463623
	Iteration 42Q: 3 clusters Score -285396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -285400.625000 Penalty: 2588.463623
	Iteration 43Q: 3 clusters Score -285400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -285406.125000 Penalty: 2588.463623
	Iteration 44Q: 3 clusters Score -285406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -285413.156250 Penalty: 2588.463623
	Iteration 45Q: 3 clusters Score -285413.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -285421.968750 Penalty: 2588.463623
	Iteration 46Q: 3 clusters Score -285422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -285426.218750 Penalty: 2588.463623
	Iteration 47Q: 3 clusters Score -285426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -285428.906250 Penalty: 2588.463623
	Iteration 48Q: 3 clusters Score -285428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -285431.187500 Penalty: 2588.463623
	Iteration 49Q: 3 clusters Score -285431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -285437.187500 Penalty: 2588.463623
	Iteration 50Q: 3 clusters Score -285437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -285441.750000 Penalty: 2588.463623
	Iteration 51Q: 3 clusters Score -285441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -285448.187500 Penalty: 2588.463623
	Iteration 52Q: 3 clusters Score -285448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -285452.093750 Penalty: 2588.463623
	Iteration 53Q: 3 clusters Score -285452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -285455.656250 Penalty: 2588.463623
	Iteration 54Q: 3 clusters Score -285455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -285463.468750 Penalty: 2588.463623
	Iteration 55Q: 3 clusters Score -285463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -285469.750000 Penalty: 2588.463623
	Iteration 56Q: 3 clusters Score -285469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -285474.281250 Penalty: 2588.463623
	Iteration 57Q: 3 clusters Score -285474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -285477.093750 Penalty: 2588.463623
	Iteration 58Q: 3 clusters Score -285477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -285481.750000 Penalty: 2588.463623
	Iteration 59Q: 3 clusters Score -285481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285484.343750 Penalty: 2588.463623
	Iteration 60F: 3 clusters Score -285484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -285486.125000 Penalty: 2588.463623
	Iteration 61Q: 3 clusters Score -285486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -285488.062500 Penalty: 2588.463623
	Iteration 62Q: 3 clusters Score -285488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -285488.843750 Penalty: 2588.463623
	Iteration 63Q: 3 clusters Score -285488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -285490.218750 Penalty: 2588.463623
	Iteration 64Q: 3 clusters Score -285490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -285490.656250 Penalty: 2588.463623
	Iteration 65Q: 3 clusters Score -285490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -285492.031250 Penalty: 2588.463623
	Iteration 66Q: 3 clusters Score -285492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -285492.718750 Penalty: 2588.463623
	Iteration 67Q: 3 clusters Score -285492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -285494.468750 Penalty: 2588.463623
	Iteration 68Q: 3 clusters Score -285494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -285496.437500 Penalty: 2588.463623
	Iteration 69Q: 3 clusters Score -285496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -285497.343750 Penalty: 2588.463623
	Iteration 70Q: 3 clusters Score -285497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -285497.812500 Penalty: 2588.463623
	Iteration 71Q: 3 clusters Score -285497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -285498.468750 Penalty: 2588.463623
	Iteration 72Q: 3 clusters Score -285498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -285498.687500 Penalty: 2588.463623
	Iteration 73Q: 3 clusters Score -285498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -285499.812500 Penalty: 2588.463623
	Iteration 74Q: 3 clusters Score -285499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -285501.000000 Penalty: 2588.463623
	Iteration 75Q: 3 clusters Score -285501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -285503.843750 Penalty: 2588.463623
	Iteration 76Q: 3 clusters Score -285503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -285506.375000 Penalty: 2588.463623
	Iteration 77Q: 3 clusters Score -285506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285506.812500 Penalty: 2588.463623
	Iteration 78Q: 3 clusters Score -285506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -285509.812500 Penalty: 2588.463623
	Iteration 79Q: 3 clusters Score -285509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -285516.718750 Penalty: 2588.463623
	Iteration 80F: 3 clusters Score -285516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -285527.281250 Penalty: 2588.463623
	Iteration 81Q: 3 clusters Score -285527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -285532.343750 Penalty: 2588.463623
	Iteration 82Q: 3 clusters Score -285532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -285536.031250 Penalty: 2588.463623
	Iteration 83Q: 3 clusters Score -285536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -285540.750000 Penalty: 2588.463623
	Iteration 84Q: 3 clusters Score -285540.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285551.156250 Penalty: 2588.463623
	Iteration 85Q: 3 clusters Score -285551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -285562.343750 Penalty: 2588.463623
	Iteration 86Q: 3 clusters Score -285562.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -285572.531250 Penalty: 2588.463623
	Iteration 87Q: 3 clusters Score -285572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -285583.562500 Penalty: 2588.463623
	Iteration 88Q: 3 clusters Score -285583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -285603.593750 Penalty: 2588.463623
	Iteration 89Q: 3 clusters Score -285603.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -285632.343750 Penalty: 2588.463623
	Iteration 90Q: 3 clusters Score -285632.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -285659.593750 Penalty: 2588.463623
	Iteration 91Q: 3 clusters Score -285659.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -285682.906250 Penalty: 2588.463623
	Iteration 92Q: 3 clusters Score -285682.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -285709.218750 Penalty: 2588.463623
	Iteration 93Q: 3 clusters Score -285709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -285748.312500 Penalty: 2588.463623
	Iteration 94Q: 3 clusters Score -285748.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -285797.343750 Penalty: 2588.463623
	Iteration 95Q: 3 clusters Score -285797.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -285832.843750 Penalty: 2588.463623
	Iteration 96Q: 3 clusters Score -285832.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -285847.656250 Penalty: 2588.463623
	Iteration 97Q: 3 clusters Score -285847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -285877.562500 Penalty: 2588.463623
	Iteration 98Q: 3 clusters Score -285877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -285907.875000 Penalty: 2588.463623
	Iteration 99Q: 3 clusters Score -285907.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -285929.156250 Penalty: 2588.463623
	Iteration 100F: 3 clusters Score -285929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -285942.812500 Penalty: 2588.463623
	Iteration 101Q: 3 clusters Score -285942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -285946.750000 Penalty: 2588.463623
	Iteration 102Q: 3 clusters Score -285946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -285948.531250 Penalty: 2588.463623
	Iteration 103Q: 3 clusters Score -285948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -285952.031250 Penalty: 2588.463623
	Iteration 104Q: 3 clusters Score -285952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -285954.000000 Penalty: 2588.463623
	Iteration 105Q: 3 clusters Score -285954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -285957.562500 Penalty: 2588.463623
	Iteration 106Q: 3 clusters Score -285957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -285959.656250 Penalty: 2588.463623
	Iteration 107Q: 3 clusters Score -285959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -285962.031250 Penalty: 2588.463623
	Iteration 108Q: 3 clusters Score -285962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -285964.593750 Penalty: 2588.463623
	Iteration 109Q: 3 clusters Score -285964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -285966.281250 Penalty: 2588.463623
	Iteration 110Q: 3 clusters Score -285966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -285969.000000 Penalty: 2588.463623
	Iteration 111Q: 3 clusters Score -285969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -285970.281250 Penalty: 2588.463623
	Iteration 112Q: 3 clusters Score -285970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -285970.281250 Penalty: 2588.463623
	Iteration 113F: 3 clusters Score -285970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Entering Unmasked Estep 
Score: -474606.250000 Penalty: 1379.194702
	Iteration 0F: 2 clusters Score -474606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -470731.750000 Penalty: 2758.389404
	Iteration 0F: 3 clusters Score -470731.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -471929.906250 Penalty: 2758.389404
	Iteration 1F: 3 clusters Score -471929.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -472209.593750 Penalty: 2758.389404
	Iteration 2F: 3 clusters Score -472209.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -472385.875000 Penalty: 2758.389404
	Iteration 3F: 3 clusters Score -472385.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -472504.156250 Penalty: 2758.389404
	Iteration 4Q: 3 clusters Score -472504.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -472602.937500 Penalty: 2758.389404
	Iteration 5Q: 3 clusters Score -472602.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -472684.812500 Penalty: 2758.389404
	Iteration 6Q: 3 clusters Score -472684.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -472747.218750 Penalty: 2758.389404
	Iteration 7Q: 3 clusters Score -472747.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -472814.250000 Penalty: 2758.389404
	Iteration 8Q: 3 clusters Score -472814.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -472874.750000 Penalty: 2758.389404
	Iteration 9Q: 3 clusters Score -472874.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -472945.937500 Penalty: 2758.389404
	Iteration 10Q: 3 clusters Score -472945.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -473009.531250 Penalty: 2758.389404
	Iteration 11Q: 3 clusters Score -473009.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -473077.218750 Penalty: 2758.389404
	Iteration 12Q: 3 clusters Score -473077.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -473157.406250 Penalty: 2758.389404
	Iteration 13Q: 3 clusters Score -473157.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -473219.593750 Penalty: 2758.389404
	Iteration 14Q: 3 clusters Score -473219.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -473283.531250 Penalty: 2758.389404
	Iteration 15Q: 3 clusters Score -473283.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -473356.031250 Penalty: 2758.389404
	Iteration 16Q: 3 clusters Score -473356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -473410.093750 Penalty: 2758.389404
	Iteration 17Q: 3 clusters Score -473410.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -473454.250000 Penalty: 2758.389404
	Iteration 18Q: 3 clusters Score -473454.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -473516.125000 Penalty: 2758.389404
	Iteration 19Q: 3 clusters Score -473516.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -473581.781250 Penalty: 2758.389404
	Iteration 20F: 3 clusters Score -473581.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -473647.625000 Penalty: 2758.389404
	Iteration 21Q: 3 clusters Score -473647.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -473710.625000 Penalty: 2758.389404
	Iteration 22Q: 3 clusters Score -473710.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -473744.843750 Penalty: 2758.389404
	Iteration 23Q: 3 clusters Score -473744.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -473763.937500 Penalty: 2758.389404
	Iteration 24Q: 3 clusters Score -473763.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -473775.718750 Penalty: 2758.389404
	Iteration 25Q: 3 clusters Score -473775.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -473786.281250 Penalty: 2758.389404
	Iteration 26Q: 3 clusters Score -473786.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -473794.125000 Penalty: 2758.389404
	Iteration 27Q: 3 clusters Score -473794.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -473803.437500 Penalty: 2758.389404
	Iteration 28Q: 3 clusters Score -473803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -473809.468750 Penalty: 2758.389404
	Iteration 29Q: 3 clusters Score -473809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -473816.500000 Penalty: 2758.389404
	Iteration 30Q: 3 clusters Score -473816.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -473822.125000 Penalty: 2758.389404
	Iteration 31Q: 3 clusters Score -473822.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -473829.500000 Penalty: 2758.389404
	Iteration 32Q: 3 clusters Score -473829.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -473835.031250 Penalty: 2758.389404
	Iteration 33Q: 3 clusters Score -473835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -473839.843750 Penalty: 2758.389404
	Iteration 34Q: 3 clusters Score -473839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -473842.968750 Penalty: 2758.389404
	Iteration 35Q: 3 clusters Score -473843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -473844.531250 Penalty: 2758.389404
	Iteration 36Q: 3 clusters Score -473844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -473845.218750 Penalty: 2758.389404
	Iteration 37Q: 3 clusters Score -473845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -473845.625000 Penalty: 2758.389404
	Iteration 38Q: 3 clusters Score -473845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -473845.625000 Penalty: 2758.389404
	Iteration 39F: 3 clusters Score -473845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Entering Unmasked Estep 
Score: -6784731.500000 Penalty: 1794.838379
	Iteration 0F: 2 clusters Score -6784732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6742804.000000 Penalty: 3589.676758
	Iteration 0F: 3 clusters Score -6742804 nChanged 29555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6760016.500000 Penalty: 3589.676758
	Iteration 1F: 3 clusters Score -6760016 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6760764.500000 Penalty: 3589.676758
	Iteration 2Q: 3 clusters Score -6760764 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6761685.000000 Penalty: 3589.676758
	Iteration 3Q: 3 clusters Score -6761685 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -6762885.000000 Penalty: 3589.676758
	Iteration 4Q: 3 clusters Score -6762885 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -6764482.500000 Penalty: 3589.676758
	Iteration 5F: 3 clusters Score -6764482 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6766864.000000 Penalty: 3589.676758
	Iteration 6F: 3 clusters Score -6766864 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -6770219.000000 Penalty: 3589.676758
	Iteration 7F: 3 clusters Score -6770219 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6774050.500000 Penalty: 3589.676758
	Iteration 8F: 3 clusters Score -6774050 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -6776897.000000 Penalty: 3589.676758
	Iteration 9F: 3 clusters Score -6776897 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6778190.500000 Penalty: 3589.676758
	Iteration 10Q: 3 clusters Score -6778190 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -6778830.500000 Penalty: 3589.676758
	Iteration 11Q: 3 clusters Score -6778830 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6779253.000000 Penalty: 3589.676758
	Iteration 12Q: 3 clusters Score -6779253 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6779600.500000 Penalty: 3589.676758
	Iteration 13Q: 3 clusters Score -6779600 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -6779885.500000 Penalty: 3589.676758
	Iteration 14Q: 3 clusters Score -6779886 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -6780105.500000 Penalty: 3589.676758
	Iteration 15Q: 3 clusters Score -6780106 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -6780325.000000 Penalty: 3589.676758
	Iteration 16Q: 3 clusters Score -6780325 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -6780546.500000 Penalty: 3589.676758
	Iteration 17Q: 3 clusters Score -6780546 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -6780752.000000 Penalty: 3589.676758
	Iteration 18Q: 3 clusters Score -6780752 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -6780963.000000 Penalty: 3589.676758
	Iteration 19Q: 3 clusters Score -6780963 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -6781107.500000 Penalty: 3589.676758
	Iteration 20F: 3 clusters Score -6781108 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -6781307.000000 Penalty: 3589.676758
	Iteration 21Q: 3 clusters Score -6781307 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -6781472.500000 Penalty: 3589.676758
	Iteration 22Q: 3 clusters Score -6781472 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -6781623.500000 Penalty: 3589.676758
	Iteration 23Q: 3 clusters Score -6781624 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -6781801.500000 Penalty: 3589.676758
	Iteration 24Q: 3 clusters Score -6781802 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -6781990.500000 Penalty: 3589.676758
	Iteration 25Q: 3 clusters Score -6781990 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -6782148.500000 Penalty: 3589.676758
	Iteration 26Q: 3 clusters Score -6782148 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -6782253.500000 Penalty: 3589.676758
	Iteration 27Q: 3 clusters Score -6782254 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -6782398.000000 Penalty: 3589.676758
	Iteration 28Q: 3 clusters Score -6782398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -6782505.500000 Penalty: 3589.676758
	Iteration 29Q: 3 clusters Score -6782506 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -6782646.500000 Penalty: 3589.676758
	Iteration 30Q: 3 clusters Score -6782646 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -6782757.000000 Penalty: 3589.676758
	Iteration 31Q: 3 clusters Score -6782757 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -6782822.000000 Penalty: 3589.676758
	Iteration 32Q: 3 clusters Score -6782822 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -6782899.000000 Penalty: 3589.676758
	Iteration 33Q: 3 clusters Score -6782899 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -6782980.000000 Penalty: 3589.676758
	Iteration 34Q: 3 clusters Score -6782980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -6783043.000000 Penalty: 3589.676758
	Iteration 35Q: 3 clusters Score -6783043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -6783095.000000 Penalty: 3589.676758
	Iteration 36Q: 3 clusters Score -6783095 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -6783127.000000 Penalty: 3589.676758
	Iteration 37Q: 3 clusters Score -6783127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -6783152.500000 Penalty: 3589.676758
	Iteration 38Q: 3 clusters Score -6783152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -6783173.500000 Penalty: 3589.676758
	Iteration 39Q: 3 clusters Score -6783174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -6783191.500000 Penalty: 3589.676758
	Iteration 40F: 3 clusters Score -6783192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -6783193.000000 Penalty: 3589.676758
	Iteration 41Q: 3 clusters Score -6783193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -6783208.500000 Penalty: 3589.676758
	Iteration 42Q: 3 clusters Score -6783208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -6783222.500000 Penalty: 3589.676758
	Iteration 43Q: 3 clusters Score -6783222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -6783230.000000 Penalty: 3589.676758
	Iteration 44Q: 3 clusters Score -6783230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -6783231.500000 Penalty: 3589.676758
	Iteration 45Q: 3 clusters Score -6783232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -6783254.500000 Penalty: 3589.676758
	Iteration 46Q: 3 clusters Score -6783254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -6783253.000000 Penalty: 3589.676758
	Iteration 47Q: 3 clusters Score -6783253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -6783275.500000 Penalty: 3589.676758
	Iteration 48Q: 3 clusters Score -6783276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -6783276.000000 Penalty: 3589.676758
	Iteration 49Q: 3 clusters Score -6783276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -6783284.000000 Penalty: 3589.676758
	Iteration 50Q: 3 clusters Score -6783284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -6783283.000000 Penalty: 3589.676758
	Iteration 51Q: 3 clusters Score -6783283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -6783281.000000 Penalty: 3589.676758
	Iteration 52Q: 3 clusters Score -6783281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -6783284.500000 Penalty: 3589.676758
	Iteration 53Q: 3 clusters Score -6783284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -6783281.000000 Penalty: 3589.676758
	Iteration 54Q: 3 clusters Score -6783281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -6783283.500000 Penalty: 3589.676758
	Iteration 55Q: 3 clusters Score -6783284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -6783287.500000 Penalty: 3589.676758
	Iteration 56Q: 3 clusters Score -6783288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -6783288.000000 Penalty: 3589.676758
	Iteration 57Q: 3 clusters Score -6783288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -6783295.500000 Penalty: 3589.676758
	Iteration 58Q: 3 clusters Score -6783296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -6783291.500000 Penalty: 3589.676758
	Iteration 59Q: 3 clusters Score -6783292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -6783287.500000 Penalty: 3589.676758
	Iteration 60F: 3 clusters Score -6783288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -6783288.000000 Penalty: 3589.676758
	Iteration 61Q: 3 clusters Score -6783288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -6783295.000000 Penalty: 3589.676758
	Iteration 62Q: 3 clusters Score -6783295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -6783297.000000 Penalty: 3589.676758
	Iteration 63Q: 3 clusters Score -6783297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -6783298.000000 Penalty: 3589.676758
	Iteration 64Q: 3 clusters Score -6783298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -6783298.000000 Penalty: 3589.676758
	Iteration 65Q: 3 clusters Score -6783298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -6783297.500000 Penalty: 3589.676758
	Iteration 66Q: 3 clusters Score -6783298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -6783297.500000 Penalty: 3589.676758
	Iteration 67F: 3 clusters Score -6783298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -1691099.000000 Penalty: 1568.242432
	Iteration 0F: 2 clusters Score -1691099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1680376.125000 Penalty: 3136.484863
	Iteration 0F: 3 clusters Score -1680376 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1684134.625000 Penalty: 3136.484863
	Iteration 1F: 3 clusters Score -1684135 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1684463.875000 Penalty: 3136.484863
	Iteration 2F: 3 clusters Score -1684464 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1684775.875000 Penalty: 3136.484863
	Iteration 3Q: 3 clusters Score -1684776 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1685128.250000 Penalty: 3136.484863
	Iteration 4Q: 3 clusters Score -1685128 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1685487.250000 Penalty: 3136.484863
	Iteration 5Q: 3 clusters Score -1685487 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1685858.000000 Penalty: 3136.484863
	Iteration 6Q: 3 clusters Score -1685858 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1686279.125000 Penalty: 3136.484863
	Iteration 7Q: 3 clusters Score -1686279 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1686782.500000 Penalty: 3136.484863
	Iteration 8F: 3 clusters Score -1686782 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1687337.000000 Penalty: 3136.484863
	Iteration 9F: 3 clusters Score -1687337 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1687826.500000 Penalty: 3136.484863
	Iteration 10F: 3 clusters Score -1687826 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1688160.750000 Penalty: 3136.484863
	Iteration 11Q: 3 clusters Score -1688161 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1688383.875000 Penalty: 3136.484863
	Iteration 12Q: 3 clusters Score -1688384 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1688561.375000 Penalty: 3136.484863
	Iteration 13Q: 3 clusters Score -1688561 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1688712.625000 Penalty: 3136.484863
	Iteration 14Q: 3 clusters Score -1688713 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1688834.750000 Penalty: 3136.484863
	Iteration 15Q: 3 clusters Score -1688835 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1688952.625000 Penalty: 3136.484863
	Iteration 16Q: 3 clusters Score -1688953 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1689063.250000 Penalty: 3136.484863
	Iteration 17Q: 3 clusters Score -1689063 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1689150.250000 Penalty: 3136.484863
	Iteration 18Q: 3 clusters Score -1689150 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1689235.500000 Penalty: 3136.484863
	Iteration 19Q: 3 clusters Score -1689236 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1689323.000000 Penalty: 3136.484863
	Iteration 20F: 3 clusters Score -1689323 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1689397.875000 Penalty: 3136.484863
	Iteration 21Q: 3 clusters Score -1689398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1689474.250000 Penalty: 3136.484863
	Iteration 22Q: 3 clusters Score -1689474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1689543.625000 Penalty: 3136.484863
	Iteration 23Q: 3 clusters Score -1689544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1689609.750000 Penalty: 3136.484863
	Iteration 24Q: 3 clusters Score -1689610 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1689677.500000 Penalty: 3136.484863
	Iteration 25Q: 3 clusters Score -1689678 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1689743.500000 Penalty: 3136.484863
	Iteration 26Q: 3 clusters Score -1689744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1689816.500000 Penalty: 3136.484863
	Iteration 27Q: 3 clusters Score -1689816 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1689892.375000 Penalty: 3136.484863
	Iteration 28Q: 3 clusters Score -1689892 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1689975.000000 Penalty: 3136.484863
	Iteration 29Q: 3 clusters Score -1689975 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1690048.125000 Penalty: 3136.484863
	Iteration 30Q: 3 clusters Score -1690048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1690134.000000 Penalty: 3136.484863
	Iteration 31Q: 3 clusters Score -1690134 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1690191.750000 Penalty: 3136.484863
	Iteration 32Q: 3 clusters Score -1690192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1690249.875000 Penalty: 3136.484863
	Iteration 33Q: 3 clusters Score -1690250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1690285.500000 Penalty: 3136.484863
	Iteration 34Q: 3 clusters Score -1690286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1690324.250000 Penalty: 3136.484863
	Iteration 35Q: 3 clusters Score -1690324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1690363.375000 Penalty: 3136.484863
	Iteration 36Q: 3 clusters Score -1690363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1690386.750000 Penalty: 3136.484863
	Iteration 37Q: 3 clusters Score -1690387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1690415.375000 Penalty: 3136.484863
	Iteration 38Q: 3 clusters Score -1690415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1690434.125000 Penalty: 3136.484863
	Iteration 39Q: 3 clusters Score -1690434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1690445.250000 Penalty: 3136.484863
	Iteration 40F: 3 clusters Score -1690445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1690463.625000 Penalty: 3136.484863
	Iteration 41Q: 3 clusters Score -1690464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1690472.875000 Penalty: 3136.484863
	Iteration 42Q: 3 clusters Score -1690473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1690479.750000 Penalty: 3136.484863
	Iteration 43Q: 3 clusters Score -1690480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1690488.250000 Penalty: 3136.484863
	Iteration 44Q: 3 clusters Score -1690488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1690493.000000 Penalty: 3136.484863
	Iteration 45Q: 3 clusters Score -1690493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1690496.375000 Penalty: 3136.484863
	Iteration 46Q: 3 clusters Score -1690496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1690497.500000 Penalty: 3136.484863
	Iteration 47Q: 3 clusters Score -1690498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1690497.500000 Penalty: 3136.484863
	Iteration 48Q: 3 clusters Score -1690498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1690498.750000 Penalty: 3136.484863
	Iteration 49Q: 3 clusters Score -1690499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1690504.375000 Penalty: 3136.484863
	Iteration 50Q: 3 clusters Score -1690504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1690507.125000 Penalty: 3136.484863
	Iteration 51Q: 3 clusters Score -1690507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1690507.000000 Penalty: 3136.484863
	Iteration 52Q: 3 clusters Score -1690507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1690512.625000 Penalty: 3136.484863
	Iteration 53Q: 3 clusters Score -1690513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1690522.125000 Penalty: 3136.484863
	Iteration 54Q: 3 clusters Score -1690522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1690526.500000 Penalty: 3136.484863
	Iteration 55Q: 3 clusters Score -1690526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1690527.000000 Penalty: 3136.484863
	Iteration 56Q: 3 clusters Score -1690527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1690528.375000 Penalty: 3136.484863
	Iteration 57Q: 3 clusters Score -1690528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1690529.625000 Penalty: 3136.484863
	Iteration 58Q: 3 clusters Score -1690530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1690530.875000 Penalty: 3136.484863
	Iteration 59Q: 3 clusters Score -1690531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1690533.375000 Penalty: 3136.484863
	Iteration 60F: 3 clusters Score -1690533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1690530.625000 Penalty: 3136.484863
	Iteration 61Q: 3 clusters Score -1690531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1690533.750000 Penalty: 3136.484863
	Iteration 62Q: 3 clusters Score -1690534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1690532.125000 Penalty: 3136.484863
	Iteration 63Q: 3 clusters Score -1690532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1690532.125000 Penalty: 3136.484863
	Iteration 64F: 3 clusters Score -1690532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Entering Unmasked Estep 
Score: -1621467.750000 Penalty: 1566.739380
	Iteration 0F: 2 clusters Score -1621468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1610836.750000 Penalty: 3133.478760
	Iteration 0F: 3 clusters Score -1610837 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1614471.250000 Penalty: 3133.478760
	Iteration 1F: 3 clusters Score -1614471 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1614737.125000 Penalty: 3133.478760
	Iteration 2F: 3 clusters Score -1614737 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1614931.375000 Penalty: 3133.478760
	Iteration 3Q: 3 clusters Score -1614931 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1615143.000000 Penalty: 3133.478760
	Iteration 4Q: 3 clusters Score -1615143 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1615360.500000 Penalty: 3133.478760
	Iteration 5Q: 3 clusters Score -1615360 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1615600.125000 Penalty: 3133.478760
	Iteration 6Q: 3 clusters Score -1615600 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1615879.000000 Penalty: 3133.478760
	Iteration 7Q: 3 clusters Score -1615879 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1616259.500000 Penalty: 3133.478760
	Iteration 8Q: 3 clusters Score -1616260 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1616741.375000 Penalty: 3133.478760
	Iteration 9Q: 3 clusters Score -1616741 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1617270.375000 Penalty: 3133.478760
	Iteration 10F: 3 clusters Score -1617270 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1617840.250000 Penalty: 3133.478760
	Iteration 11F: 3 clusters Score -1617840 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1618353.875000 Penalty: 3133.478760
	Iteration 12Q: 3 clusters Score -1618354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1618789.000000 Penalty: 3133.478760
	Iteration 13Q: 3 clusters Score -1618789 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1619145.375000 Penalty: 3133.478760
	Iteration 14Q: 3 clusters Score -1619145 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1619425.125000 Penalty: 3133.478760
	Iteration 15Q: 3 clusters Score -1619425 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1619642.500000 Penalty: 3133.478760
	Iteration 16Q: 3 clusters Score -1619642 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1619791.875000 Penalty: 3133.478760
	Iteration 17Q: 3 clusters Score -1619792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1619895.875000 Penalty: 3133.478760
	Iteration 18Q: 3 clusters Score -1619896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1619987.750000 Penalty: 3133.478760
	Iteration 19Q: 3 clusters Score -1619988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1620039.875000 Penalty: 3133.478760
	Iteration 20F: 3 clusters Score -1620040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1620093.625000 Penalty: 3133.478760
	Iteration 21Q: 3 clusters Score -1620094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1620138.250000 Penalty: 3133.478760
	Iteration 22Q: 3 clusters Score -1620138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1620165.375000 Penalty: 3133.478760
	Iteration 23Q: 3 clusters Score -1620165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1620184.750000 Penalty: 3133.478760
	Iteration 24Q: 3 clusters Score -1620185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1620208.125000 Penalty: 3133.478760
	Iteration 25Q: 3 clusters Score -1620208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1620220.250000 Penalty: 3133.478760
	Iteration 26Q: 3 clusters Score -1620220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1620235.250000 Penalty: 3133.478760
	Iteration 27Q: 3 clusters Score -1620235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1620245.750000 Penalty: 3133.478760
	Iteration 28Q: 3 clusters Score -1620246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1620254.500000 Penalty: 3133.478760
	Iteration 29Q: 3 clusters Score -1620254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1620258.375000 Penalty: 3133.478760
	Iteration 30Q: 3 clusters Score -1620258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1620262.125000 Penalty: 3133.478760
	Iteration 31Q: 3 clusters Score -1620262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1620265.625000 Penalty: 3133.478760
	Iteration 32Q: 3 clusters Score -1620266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1620275.250000 Penalty: 3133.478760
	Iteration 33Q: 3 clusters Score -1620275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1620278.250000 Penalty: 3133.478760
	Iteration 34Q: 3 clusters Score -1620278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1620282.750000 Penalty: 3133.478760
	Iteration 35Q: 3 clusters Score -1620283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1620283.250000 Penalty: 3133.478760
	Iteration 36Q: 3 clusters Score -1620283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1620282.000000 Penalty: 3133.478760
	Iteration 37Q: 3 clusters Score -1620282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1620285.875000 Penalty: 3133.478760
	Iteration 38Q: 3 clusters Score -1620286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1620292.500000 Penalty: 3133.478760
	Iteration 39Q: 3 clusters Score -1620292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1620294.000000 Penalty: 3133.478760
	Iteration 40F: 3 clusters Score -1620294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1620295.500000 Penalty: 3133.478760
	Iteration 41Q: 3 clusters Score -1620296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1620297.875000 Penalty: 3133.478760
	Iteration 42Q: 3 clusters Score -1620298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1620297.875000 Penalty: 3133.478760
	Iteration 43F: 3 clusters Score -1620298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -22495.964844 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -22495.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21890.728516 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -21890.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22261.638672 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -22261.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22381.566406 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -22381.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22501.746094 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -22501.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22628.644531 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -22628.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22666.603516 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -22666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22693.562500 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -22693.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22693.562500 Penalty: 1854.810913
	Iteration 7F: 3 clusters Score -22693.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54131 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 157971 members 
Mstep: Class 6 contains 23146 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167657 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62640 members 
Mstep: Class 13 contains 131 members 
Mstep: Class 14 contains 15533 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208487 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
Score: -84485736.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84486776.000000 to -84485736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Entering Unmasked Estep 
Score: -2600901.500000 Penalty: 1638.347168
	Iteration 0F: 2 clusters Score -2600902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2584651.250000 Penalty: 3276.694336
	Iteration 0F: 3 clusters Score -2584651 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2590810.750000 Penalty: 3276.694336
	Iteration 1F: 3 clusters Score -2590811 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2591205.500000 Penalty: 3276.694336
	Iteration 2Q: 3 clusters Score -2591206 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2591610.000000 Penalty: 3276.694336
	Iteration 3Q: 3 clusters Score -2591610 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2592073.250000 Penalty: 3276.694336
	Iteration 4Q: 3 clusters Score -2592073 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2592738.000000 Penalty: 3276.694336
	Iteration 5Q: 3 clusters Score -2592738 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2593685.250000 Penalty: 3276.694336
	Iteration 6F: 3 clusters Score -2593685 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2594914.500000 Penalty: 3276.694336
	Iteration 7F: 3 clusters Score -2594914 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2595940.750000 Penalty: 3276.694336
	Iteration 8F: 3 clusters Score -2595941 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2596478.750000 Penalty: 3276.694336
	Iteration 9Q: 3 clusters Score -2596479 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2596673.250000 Penalty: 3276.694336
	Iteration 10Q: 3 clusters Score -2596673 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2596792.750000 Penalty: 3276.694336
	Iteration 11Q: 3 clusters Score -2596793 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2596886.250000 Penalty: 3276.694336
	Iteration 12Q: 3 clusters Score -2596886 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2596979.250000 Penalty: 3276.694336
	Iteration 13Q: 3 clusters Score -2596979 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2597056.750000 Penalty: 3276.694336
	Iteration 14Q: 3 clusters Score -2597057 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2597161.750000 Penalty: 3276.694336
	Iteration 15Q: 3 clusters Score -2597162 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2597235.000000 Penalty: 3276.694336
	Iteration 16Q: 3 clusters Score -2597235 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2597327.500000 Penalty: 3276.694336
	Iteration 17Q: 3 clusters Score -2597328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2597428.750000 Penalty: 3276.694336
	Iteration 18Q: 3 clusters Score -2597429 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2597526.000000 Penalty: 3276.694336
	Iteration 19Q: 3 clusters Score -2597526 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2597647.000000 Penalty: 3276.694336
	Iteration 20F: 3 clusters Score -2597647 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2597783.250000 Penalty: 3276.694336
	Iteration 21Q: 3 clusters Score -2597783 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2597904.250000 Penalty: 3276.694336
	Iteration 22Q: 3 clusters Score -2597904 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2598040.750000 Penalty: 3276.694336
	Iteration 23Q: 3 clusters Score -2598041 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2598182.750000 Penalty: 3276.694336
	Iteration 24Q: 3 clusters Score -2598183 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2598296.750000 Penalty: 3276.694336
	Iteration 25Q: 3 clusters Score -2598297 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2598441.750000 Penalty: 3276.694336
	Iteration 26Q: 3 clusters Score -2598442 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2598583.500000 Penalty: 3276.694336
	Iteration 27Q: 3 clusters Score -2598584 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2598714.000000 Penalty: 3276.694336
	Iteration 28Q: 3 clusters Score -2598714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2598838.250000 Penalty: 3276.694336
	Iteration 29Q: 3 clusters Score -2598838 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2598962.750000 Penalty: 3276.694336
	Iteration 30Q: 3 clusters Score -2598963 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2599070.750000 Penalty: 3276.694336
	Iteration 31Q: 3 clusters Score -2599071 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2599154.500000 Penalty: 3276.694336
	Iteration 32Q: 3 clusters Score -2599154 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2599229.750000 Penalty: 3276.694336
	Iteration 33Q: 3 clusters Score -2599230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2599289.750000 Penalty: 3276.694336
	Iteration 34Q: 3 clusters Score -2599290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2599331.000000 Penalty: 3276.694336
	Iteration 35Q: 3 clusters Score -2599331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2599386.500000 Penalty: 3276.694336
	Iteration 36Q: 3 clusters Score -2599386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2599420.000000 Penalty: 3276.694336
	Iteration 37Q: 3 clusters Score -2599420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2599451.250000 Penalty: 3276.694336
	Iteration 38Q: 3 clusters Score -2599451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2599478.250000 Penalty: 3276.694336
	Iteration 39Q: 3 clusters Score -2599478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2599506.500000 Penalty: 3276.694336
	Iteration 40F: 3 clusters Score -2599506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2599532.750000 Penalty: 3276.694336
	Iteration 41Q: 3 clusters Score -2599533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2599541.500000 Penalty: 3276.694336
	Iteration 42Q: 3 clusters Score -2599542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2599545.750000 Penalty: 3276.694336
	Iteration 43Q: 3 clusters Score -2599546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2599557.000000 Penalty: 3276.694336
	Iteration 44Q: 3 clusters Score -2599557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2599567.500000 Penalty: 3276.694336
	Iteration 45Q: 3 clusters Score -2599568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2599572.250000 Penalty: 3276.694336
	Iteration 46Q: 3 clusters Score -2599572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2599580.750000 Penalty: 3276.694336
	Iteration 47Q: 3 clusters Score -2599581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2599602.750000 Penalty: 3276.694336
	Iteration 48Q: 3 clusters Score -2599603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2599603.000000 Penalty: 3276.694336
	Iteration 49Q: 3 clusters Score -2599603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2599613.000000 Penalty: 3276.694336
	Iteration 50Q: 3 clusters Score -2599613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2599618.750000 Penalty: 3276.694336
	Iteration 51Q: 3 clusters Score -2599619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2599627.000000 Penalty: 3276.694336
	Iteration 52Q: 3 clusters Score -2599627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2599632.500000 Penalty: 3276.694336
	Iteration 53Q: 3 clusters Score -2599632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2599635.750000 Penalty: 3276.694336
	Iteration 54Q: 3 clusters Score -2599636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2599638.250000 Penalty: 3276.694336
	Iteration 55Q: 3 clusters Score -2599638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2599639.750000 Penalty: 3276.694336
	Iteration 56Q: 3 clusters Score -2599640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2599642.500000 Penalty: 3276.694336
	Iteration 57Q: 3 clusters Score -2599642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2599644.250000 Penalty: 3276.694336
	Iteration 58Q: 3 clusters Score -2599644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2599645.500000 Penalty: 3276.694336
	Iteration 59Q: 3 clusters Score -2599646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2599645.750000 Penalty: 3276.694336
	Iteration 60F: 3 clusters Score -2599646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2599648.500000 Penalty: 3276.694336
	Iteration 61Q: 3 clusters Score -2599648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2599648.750000 Penalty: 3276.694336
	Iteration 62Q: 3 clusters Score -2599649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2599654.500000 Penalty: 3276.694336
	Iteration 63Q: 3 clusters Score -2599654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2599652.750000 Penalty: 3276.694336
	Iteration 64Q: 3 clusters Score -2599653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2599652.000000 Penalty: 3276.694336
	Iteration 65Q: 3 clusters Score -2599652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2599652.500000 Penalty: 3276.694336
	Iteration 66Q: 3 clusters Score -2599652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2599653.000000 Penalty: 3276.694336
	Iteration 67Q: 3 clusters Score -2599653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2599660.750000 Penalty: 3276.694336
	Iteration 68Q: 3 clusters Score -2599661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2599664.250000 Penalty: 3276.694336
	Iteration 69Q: 3 clusters Score -2599664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2599666.500000 Penalty: 3276.694336
	Iteration 70Q: 3 clusters Score -2599666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2599667.250000 Penalty: 3276.694336
	Iteration 71Q: 3 clusters Score -2599667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2599667.750000 Penalty: 3276.694336
	Iteration 72Q: 3 clusters Score -2599668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2599667.750000 Penalty: 3276.694336
	Iteration 73F: 3 clusters Score -2599668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (208487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208487 members 
Entering Unmasked Estep 
Score: -22152598.000000 Penalty: 1990.240234
	Iteration 0F: 2 clusters Score -2.21526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
Score: -22018202.000000 Penalty: 3980.480469
	Iteration 0F: 3 clusters Score -2.20182e+07 nChanged 100894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -22078968.000000 Penalty: 3980.480469
	Iteration 1F: 3 clusters Score -2.207897e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -22082002.000000 Penalty: 3980.480469
	Iteration 2Q: 3 clusters Score -2.2082e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 119207 members 
Entering Unmasked Estep 
Score: -22087900.000000 Penalty: 3980.480469
	Iteration 3F: 3 clusters Score -2.20879e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -22097714.000000 Penalty: 3980.480469
	Iteration 4F: 3 clusters Score -2.209771e+07 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -22112276.000000 Penalty: 3980.480469
	Iteration 5F: 3 clusters Score -2.211228e+07 nChanged 16743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -22128132.000000 Penalty: 3980.480469
	Iteration 6F: 3 clusters Score -2.212813e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 157618 members 
Entering Unmasked Estep 
Score: -22138556.000000 Penalty: 3980.480469
	Iteration 7F: 3 clusters Score -2.213856e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 162771 members 
Entering Unmasked Estep 
Score: -22142554.000000 Penalty: 3980.480469
	Iteration 8Q: 3 clusters Score -2.214255e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -22144032.000000 Penalty: 3980.480469
	Iteration 9Q: 3 clusters Score -2.214403e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -22145034.000000 Penalty: 3980.480469
	Iteration 10Q: 3 clusters Score -2.214503e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -22145552.000000 Penalty: 3980.480469
	Iteration 11Q: 3 clusters Score -2.214555e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -22146166.000000 Penalty: 3980.480469
	Iteration 12Q: 3 clusters Score -2.214617e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 180758 members 
Entering Unmasked Estep 
Score: -22146696.000000 Penalty: 3980.480469
	Iteration 13Q: 3 clusters Score -2.21467e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 183816 members 
Entering Unmasked Estep 
Score: -22147346.000000 Penalty: 3980.480469
	Iteration 14Q: 3 clusters Score -2.214735e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 186646 members 
Entering Unmasked Estep 
Score: -22147846.000000 Penalty: 3980.480469
	Iteration 15Q: 3 clusters Score -2.214785e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -22148318.000000 Penalty: 3980.480469
	Iteration 16Q: 3 clusters Score -2.214832e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 191715 members 
Entering Unmasked Estep 
Score: -22148578.000000 Penalty: 3980.480469
	Iteration 17Q: 3 clusters Score -2.214858e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 193869 members 
Entering Unmasked Estep 
Score: -22148898.000000 Penalty: 3980.480469
	Iteration 18Q: 3 clusters Score -2.21489e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -22149318.000000 Penalty: 3980.480469
	Iteration 19Q: 3 clusters Score -2.214932e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 197413 members 
Entering Unmasked Estep 
Score: -22149622.000000 Penalty: 3980.480469
	Iteration 20F: 3 clusters Score -2.214962e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 198860 members 
Entering Unmasked Estep 
Score: -22149950.000000 Penalty: 3980.480469
	Iteration 21Q: 3 clusters Score -2.214995e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 200119 members 
Entering Unmasked Estep 
Score: -22150278.000000 Penalty: 3980.480469
	Iteration 22Q: 3 clusters Score -2.215028e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 201193 members 
Entering Unmasked Estep 
Score: -22150426.000000 Penalty: 3980.480469
	Iteration 23Q: 3 clusters Score -2.215043e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 202112 members 
Entering Unmasked Estep 
Score: -22150594.000000 Penalty: 3980.480469
	Iteration 24Q: 3 clusters Score -2.215059e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 202918 members 
Entering Unmasked Estep 
Score: -22150756.000000 Penalty: 3980.480469
	Iteration 25Q: 3 clusters Score -2.215076e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 203590 members 
Entering Unmasked Estep 
Score: -22151058.000000 Penalty: 3980.480469
	Iteration 26Q: 3 clusters Score -2.215106e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 204173 members 
Entering Unmasked Estep 
Score: -22151214.000000 Penalty: 3980.480469
	Iteration 27Q: 3 clusters Score -2.215121e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 204648 members 
Entering Unmasked Estep 
Score: -22151340.000000 Penalty: 3980.480469
	Iteration 28Q: 3 clusters Score -2.215134e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 205017 members 
Entering Unmasked Estep 
Score: -22151418.000000 Penalty: 3980.480469
	Iteration 29Q: 3 clusters Score -2.215142e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 205310 members 
Entering Unmasked Estep 
Score: -22151536.000000 Penalty: 3980.480469
	Iteration 30Q: 3 clusters Score -2.215154e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -22151632.000000 Penalty: 3980.480469
	Iteration 31Q: 3 clusters Score -2.215163e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 205724 members 
Entering Unmasked Estep 
Score: -22151636.000000 Penalty: 3980.480469
	Iteration 32Q: 3 clusters Score -2.215164e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 205870 members 
Entering Unmasked Estep 
Score: -22151606.000000 Penalty: 3980.480469
	Iteration 33Q: 3 clusters Score -2.215161e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 206007 members 
Entering Unmasked Estep 
Score: -22151584.000000 Penalty: 3980.480469
	Iteration 34Q: 3 clusters Score -2.215158e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 206130 members 
Entering Unmasked Estep 
Score: -22151570.000000 Penalty: 3980.480469
	Iteration 35Q: 3 clusters Score -2.215157e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -22151626.000000 Penalty: 3980.480469
	Iteration 36Q: 3 clusters Score -2.215163e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 206337 members 
Entering Unmasked Estep 
Score: -22151624.000000 Penalty: 3980.480469
	Iteration 37Q: 3 clusters Score -2.215162e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 206419 members 
Entering Unmasked Estep 
Score: -22151614.000000 Penalty: 3980.480469
	Iteration 38Q: 3 clusters Score -2.215161e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 206491 members 
Entering Unmasked Estep 
Score: -22151606.000000 Penalty: 3980.480469
	Iteration 39Q: 3 clusters Score -2.215161e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -22151646.000000 Penalty: 3980.480469
	Iteration 40F: 3 clusters Score -2.215165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 206610 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 3980.480469
	Iteration 41Q: 3 clusters Score -2.215166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 206660 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 3980.480469
	Iteration 42Q: 3 clusters Score -2.215166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 3980.480469
	Iteration 43Q: 3 clusters Score -2.215166e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 206738 members 
Entering Unmasked Estep 
Score: -22151652.000000 Penalty: 3980.480469
	Iteration 44Q: 3 clusters Score -2.215165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 206770 members 
Entering Unmasked Estep 
Score: -22151650.000000 Penalty: 3980.480469
	Iteration 45Q: 3 clusters Score -2.215165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -22151648.000000 Penalty: 3980.480469
	Iteration 46Q: 3 clusters Score -2.215165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 206815 members 
Entering Unmasked Estep 
Score: -22151666.000000 Penalty: 3980.480469
	Iteration 47Q: 3 clusters Score -2.215167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 206831 members 
Entering Unmasked Estep 
Score: -22151662.000000 Penalty: 3980.480469
	Iteration 48Q: 3 clusters Score -2.215166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 206838 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 3980.480469
	Iteration 49Q: 3 clusters Score -2.215166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 206842 members 
Entering Unmasked Estep 
Score: -22151666.000000 Penalty: 3980.480469
	Iteration 50Q: 3 clusters Score -2.215167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 206852 members 
Entering Unmasked Estep 
Score: -22151656.000000 Penalty: 3980.480469
	Iteration 51Q: 3 clusters Score -2.215166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 206860 members 
Entering Unmasked Estep 
Score: -22151654.000000 Penalty: 3980.480469
	Iteration 52Q: 3 clusters Score -2.215165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 206864 members 
Entering Unmasked Estep 
Score: -22151644.000000 Penalty: 3980.480469
	Iteration 53Q: 3 clusters Score -2.215164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 206867 members 
Entering Unmasked Estep 
Score: -22151658.000000 Penalty: 3980.480469
	Iteration 54Q: 3 clusters Score -2.215166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 206865 members 
Entering Unmasked Estep 
Score: -22151660.000000 Penalty: 3980.480469
	Iteration 55Q: 3 clusters Score -2.215166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 206868 members 
Entering Unmasked Estep 
Score: -22151646.000000 Penalty: 3980.480469
	Iteration 56Q: 3 clusters Score -2.215165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 206872 members 
Entering Unmasked Estep 
Score: -22151660.000000 Penalty: 3980.480469
	Iteration 57Q: 3 clusters Score -2.215166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 206880 members 
Entering Unmasked Estep 
Score: -22151640.000000 Penalty: 3980.480469
	Iteration 58Q: 3 clusters Score -2.215164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 206885 members 
Entering Unmasked Estep 
Score: -22151638.000000 Penalty: 3980.480469
	Iteration 59Q: 3 clusters Score -2.215164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 206886 members 
Entering Unmasked Estep 
Score: -22151632.000000 Penalty: 3980.480469
	Iteration 60F: 3 clusters Score -2.215163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 206889 members 
Entering Unmasked Estep 
Score: -22151644.000000 Penalty: 3980.480469
	Iteration 61Q: 3 clusters Score -2.215164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 206894 members 
Entering Unmasked Estep 
Score: -22151660.000000 Penalty: 3980.480469
	Iteration 62Q: 3 clusters Score -2.215166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 206901 members 
Entering Unmasked Estep 
Score: -22151640.000000 Penalty: 3980.480469
	Iteration 63Q: 3 clusters Score -2.215164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 206909 members 
Entering Unmasked Estep 
Score: -22151648.000000 Penalty: 3980.480469
	Iteration 64Q: 3 clusters Score -2.215165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 206923 members 
Entering Unmasked Estep 
Score: -22151644.000000 Penalty: 3980.480469
	Iteration 65Q: 3 clusters Score -2.215164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -22151650.000000 Penalty: 3980.480469
	Iteration 66Q: 3 clusters Score -2.215165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 206932 members 
Entering Unmasked Estep 
Score: -22151650.000000 Penalty: 3980.480469
	Iteration 67Q: 3 clusters Score -2.215165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 206929 members 
Entering Unmasked Estep 
Score: -22151646.000000 Penalty: 3980.480469
	Iteration 68Q: 3 clusters Score -2.215165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 206930 members 
Entering Unmasked Estep 
Score: -22151642.000000 Penalty: 3980.480469
	Iteration 69Q: 3 clusters Score -2.215164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 206930 members 
Entering Unmasked Estep 
Score: -22151642.000000 Penalty: 3980.480469
	Iteration 70F: 3 clusters Score -2.215164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -518258.593750 Penalty: 1387.389160
	Iteration 0F: 2 clusters Score -518258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -514211.031250 Penalty: 2774.778320
	Iteration 0F: 3 clusters Score -514211 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -515387.125000 Penalty: 2774.778320
	Iteration 1F: 3 clusters Score -515387.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -515724.937500 Penalty: 2774.778320
	Iteration 2F: 3 clusters Score -515724.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -516063.156250 Penalty: 2774.778320
	Iteration 3F: 3 clusters Score -516063.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -516429.218750 Penalty: 2774.778320
	Iteration 4F: 3 clusters Score -516429.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -516808.750000 Penalty: 2774.778320
	Iteration 5F: 3 clusters Score -516808.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -517129.312500 Penalty: 2774.778320
	Iteration 6F: 3 clusters Score -517129.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -517341.437500 Penalty: 2774.778320
	Iteration 7F: 3 clusters Score -517341.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -517474.125000 Penalty: 2774.778320
	Iteration 8Q: 3 clusters Score -517474.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -517568.000000 Penalty: 2774.778320
	Iteration 9Q: 3 clusters Score -517568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -517630.406250 Penalty: 2774.778320
	Iteration 10Q: 3 clusters Score -517630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -517669.343750 Penalty: 2774.778320
	Iteration 11Q: 3 clusters Score -517669.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -517702.031250 Penalty: 2774.778320
	Iteration 12Q: 3 clusters Score -517702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -517724.531250 Penalty: 2774.778320
	Iteration 13Q: 3 clusters Score -517724.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -517736.781250 Penalty: 2774.778320
	Iteration 14Q: 3 clusters Score -517736.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -517746.250000 Penalty: 2774.778320
	Iteration 15Q: 3 clusters Score -517746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -517755.125000 Penalty: 2774.778320
	Iteration 16Q: 3 clusters Score -517755.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -517766.406250 Penalty: 2774.778320
	Iteration 17Q: 3 clusters Score -517766.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -517776.500000 Penalty: 2774.778320
	Iteration 18Q: 3 clusters Score -517776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -517782.718750 Penalty: 2774.778320
	Iteration 19Q: 3 clusters Score -517782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -517789.562500 Penalty: 2774.778320
	Iteration 20F: 3 clusters Score -517789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -517793.375000 Penalty: 2774.778320
	Iteration 21Q: 3 clusters Score -517793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -517796.812500 Penalty: 2774.778320
	Iteration 22Q: 3 clusters Score -517796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -517799.343750 Penalty: 2774.778320
	Iteration 23Q: 3 clusters Score -517799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -517804.312500 Penalty: 2774.778320
	Iteration 24Q: 3 clusters Score -517804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -517806.125000 Penalty: 2774.778320
	Iteration 25Q: 3 clusters Score -517806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -517808.375000 Penalty: 2774.778320
	Iteration 26Q: 3 clusters Score -517808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -517810.968750 Penalty: 2774.778320
	Iteration 27Q: 3 clusters Score -517811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -517812.250000 Penalty: 2774.778320
	Iteration 28Q: 3 clusters Score -517812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -517814.562500 Penalty: 2774.778320
	Iteration 29Q: 3 clusters Score -517814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -517814.562500 Penalty: 2774.778320
	Iteration 30F: 3 clusters Score -517814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54131 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 157971 members 
Mstep: Class 6 contains 23146 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167657 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62640 members 
Mstep: Class 14 contains 15533 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208487 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 199Q: 19 clusters Score -8.448683e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 157946 members 
Mstep: Class 6 contains 23104 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 8 contains 25103 members 
Mstep: Class 9 contains 167671 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62590 members 
Mstep: Class 14 contains 15523 members 
Mstep: Class 15 contains 15397 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23913 members 
Mstep: Class 18 contains 208603 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486872.000000 Penalty: 39790.128906
Iteration 200F: 19 clusters Score -8.448687e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157943 members 
Mstep: Class 6 contains 23058 members 
Mstep: Class 7 contains 15975 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 9 contains 167674 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62533 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 15400 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208722 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 19 clusters Score -8.44869e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54127 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157956 members 
Mstep: Class 6 contains 23023 members 
Mstep: Class 7 contains 15964 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 9 contains 167686 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62465 members 
Mstep: Class 14 contains 15496 members 
Mstep: Class 15 contains 15409 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208824 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 19 clusters Score -8.448679e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54129 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157951 members 
Mstep: Class 6 contains 22997 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 25101 members 
Mstep: Class 9 contains 167685 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 62409 members 
Mstep: Class 14 contains 15491 members 
Mstep: Class 15 contains 15416 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23909 members 
Mstep: Class 18 contains 208907 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
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Iteration 203Q: 19 clusters Score -8.448676e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157933 members 
Mstep: Class 6 contains 22976 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 8 contains 25100 members 
Mstep: Class 9 contains 167687 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 62362 members 
Mstep: Class 14 contains 15482 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 208986 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 19 clusters Score -8.448678e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157914 members 
Mstep: Class 6 contains 22944 members 
Mstep: Class 7 contains 15972 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 167699 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 62315 members 
Mstep: Class 14 contains 15473 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23923 members 
Mstep: Class 18 contains 209073 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 19 clusters Score -8.448675e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157888 members 
Mstep: Class 6 contains 22916 members 
Mstep: Class 7 contains 15972 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167726 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 62277 members 
Mstep: Class 14 contains 15463 members 
Mstep: Class 15 contains 15418 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23920 members 
Mstep: Class 18 contains 209152 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 19 clusters Score -8.448686e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 157857 members 
Mstep: Class 6 contains 22893 members 
Mstep: Class 7 contains 15983 members 
Mstep: Class 8 contains 25096 members 
Mstep: Class 9 contains 167737 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 62246 members 
Mstep: Class 14 contains 15455 members 
Mstep: Class 15 contains 15417 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23915 members 
Mstep: Class 18 contains 209228 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -8.448679e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54129 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157839 members 
Mstep: Class 6 contains 22863 members 
Mstep: Class 7 contains 15988 members 
Mstep: Class 8 contains 25094 members 
Mstep: Class 9 contains 167760 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 62211 members 
Mstep: Class 14 contains 15450 members 
Mstep: Class 15 contains 15417 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 209300 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 19 clusters Score -8.448681e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54130 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 157834 members 
Mstep: Class 6 contains 22831 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 25093 members 
Mstep: Class 9 contains 167784 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4854 members 
Mstep: Class 12 contains 62175 members 
Mstep: Class 14 contains 15442 members 
Mstep: Class 15 contains 15416 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23909 members 
Mstep: Class 18 contains 209369 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 19 clusters Score -8.448679e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 157826 members 
Mstep: Class 6 contains 22802 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 167792 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 62140 members 
Mstep: Class 14 contains 15434 members 
Mstep: Class 15 contains 15417 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23911 members 
Mstep: Class 18 contains 209444 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 19 clusters Score -8.448682e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157819 members 
Mstep: Class 6 contains 22779 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167810 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 62108 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 15421 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 209488 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
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Iteration 211Q: 19 clusters Score -8.44867e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157811 members 
Mstep: Class 6 contains 22765 members 
Mstep: Class 7 contains 15961 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167833 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 62076 members 
Mstep: Class 14 contains 15425 members 
Mstep: Class 15 contains 15425 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23907 members 
Mstep: Class 18 contains 209529 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 19 clusters Score -8.448671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157814 members 
Mstep: Class 6 contains 22756 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 8 contains 25100 members 
Mstep: Class 9 contains 167845 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 62046 members 
Mstep: Class 14 contains 15419 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23904 members 
Mstep: Class 18 contains 209569 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 19 clusters Score -8.448681e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54135 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157827 members 
Mstep: Class 6 contains 22742 members 
Mstep: Class 7 contains 15957 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 167864 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 62015 members 
Mstep: Class 14 contains 15413 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23895 members 
Mstep: Class 18 contains 209600 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 19 clusters Score -8.448678e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157822 members 
Mstep: Class 6 contains 22735 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 167874 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61989 members 
Mstep: Class 14 contains 15410 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23891 members 
Mstep: Class 18 contains 209643 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 19 clusters Score -8.448684e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157833 members 
Mstep: Class 6 contains 22720 members 
Mstep: Class 7 contains 15950 members 
Mstep: Class 8 contains 25094 members 
Mstep: Class 9 contains 167881 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 14 contains 15408 members 
Mstep: Class 15 contains 15433 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23887 members 
Mstep: Class 18 contains 209680 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 19 clusters Score -8.448681e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157822 members 
Mstep: Class 6 contains 22705 members 
Mstep: Class 7 contains 15947 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 167904 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61933 members 
Mstep: Class 14 contains 15406 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23885 members 
Mstep: Class 18 contains 209716 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 19 clusters Score -8.448674e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 54135 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157805 members 
Mstep: Class 6 contains 22684 members 
Mstep: Class 7 contains 15940 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167924 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61903 members 
Mstep: Class 14 contains 15403 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23887 members 
Mstep: Class 18 contains 209767 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 19 clusters Score -8.448674e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 157794 members 
Mstep: Class 6 contains 22667 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167930 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61881 members 
Mstep: Class 14 contains 15399 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23889 members 
Mstep: Class 18 contains 209811 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -8.448682e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 54142 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 157784 members 
Mstep: Class 6 contains 22648 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 25096 members 
Mstep: Class 9 contains 167940 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61862 members 
Mstep: Class 14 contains 15397 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23891 members 
Mstep: Class 18 contains 209845 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 19 clusters Score -8.44869e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 54142 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 157782 members 
Mstep: Class 6 contains 22632 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167940 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61843 members 
Mstep: Class 14 contains 15395 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23891 members 
Mstep: Class 18 contains 209881 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -8.448688e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 54141 members 
Mstep: Class 4 contains 12825 members 
Mstep: Class 5 contains 157779 members 
Mstep: Class 6 contains 22615 members 
Mstep: Class 7 contains 15937 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167938 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61825 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23890 members 
Mstep: Class 18 contains 209929 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -8.448686e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157771 members 
Mstep: Class 6 contains 22606 members 
Mstep: Class 7 contains 15935 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 167942 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61807 members 
Mstep: Class 14 contains 15387 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23886 members 
Mstep: Class 18 contains 209980 members 
Mstep: Class 20 contains 5103 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -8.448685e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 54140 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 157756 members 
Mstep: Class 6 contains 22593 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 167964 members 
Mstep: Class 10 contains 2882 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 61781 members 
Mstep: Class 14 contains 15387 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23875 members 
Mstep: Class 18 contains 210024 members 
Mstep: Class 20 contains 5102 members 
Entering Unmasked Estep 
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Iteration 224Q: 19 clusters Score -8.448686e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 157775 members 
Mstep: Class 6 contains 22567 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 167966 members 
Mstep: Class 10 contains 2882 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 61761 members 
Mstep: Class 14 contains 15387 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23872 members 
Mstep: Class 18 contains 210058 members 
Mstep: Class 20 contains 5101 members 
Entering Unmasked Estep 
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Iteration 225Q: 19 clusters Score -8.448695e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157779 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 15928 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167978 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 61746 members 
Mstep: Class 14 contains 15383 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23865 members 
Mstep: Class 18 contains 210096 members 
Mstep: Class 20 contains 5101 members 
Entering Unmasked Estep 
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Iteration 226Q: 19 clusters Score -8.448679e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157795 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 15925 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 167979 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 61734 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23863 members 
Mstep: Class 18 contains 210137 members 
Mstep: Class 20 contains 5101 members 
Entering Unmasked Estep 
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Iteration 227Q: 19 clusters Score -8.448678e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157813 members 
Mstep: Class 6 contains 22475 members 
Mstep: Class 7 contains 15920 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 9 contains 167981 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 61720 members 
Mstep: Class 14 contains 15376 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23866 members 
Mstep: Class 18 contains 210167 members 
Mstep: Class 20 contains 5101 members 
Entering Unmasked Estep 
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Iteration 228Q: 19 clusters Score -8.448675e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157804 members 
Mstep: Class 6 contains 22447 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 25106 members 
Mstep: Class 9 contains 167996 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61708 members 
Mstep: Class 14 contains 15375 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23871 members 
Mstep: Class 18 contains 210202 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486840.000000 Penalty: 39790.128906
Iteration 229Q: 19 clusters Score -8.448684e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157792 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 25108 members 
Mstep: Class 9 contains 168003 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61700 members 
Mstep: Class 14 contains 15374 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23870 members 
Mstep: Class 18 contains 210247 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486896.000000 Penalty: 39790.128906
Iteration 230Q: 19 clusters Score -8.44869e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 157783 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 25107 members 
Mstep: Class 9 contains 167998 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61689 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23872 members 
Mstep: Class 18 contains 210300 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486872.000000 Penalty: 39790.128906
Iteration 231Q: 19 clusters Score -8.448687e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 157782 members 
Mstep: Class 6 contains 22370 members 
Mstep: Class 7 contains 15900 members 
Mstep: Class 8 contains 25105 members 
Mstep: Class 9 contains 167994 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61682 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23876 members 
Mstep: Class 18 contains 210346 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486816.000000 Penalty: 39790.128906
Iteration 232Q: 19 clusters Score -8.448682e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 12828 members 
Mstep: Class 5 contains 157778 members 
Mstep: Class 6 contains 22339 members 
Mstep: Class 7 contains 15895 members 
Mstep: Class 8 contains 25107 members 
Mstep: Class 9 contains 167989 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61667 members 
Mstep: Class 14 contains 15369 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23882 members 
Mstep: Class 18 contains 210398 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486856.000000 Penalty: 39790.128906
Iteration 233Q: 19 clusters Score -8.448686e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157780 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 15882 members 
Mstep: Class 8 contains 25111 members 
Mstep: Class 9 contains 167981 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61662 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23885 members 
Mstep: Class 18 contains 210449 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 234Q: 19 clusters Score -8.448683e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157782 members 
Mstep: Class 6 contains 22279 members 
Mstep: Class 7 contains 15868 members 
Mstep: Class 8 contains 25113 members 
Mstep: Class 9 contains 167974 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61655 members 
Mstep: Class 14 contains 15365 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 210497 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486888.000000 Penalty: 39790.128906
Iteration 235Q: 19 clusters Score -8.448689e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54137 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157792 members 
Mstep: Class 6 contains 22256 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 25114 members 
Mstep: Class 9 contains 167970 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61647 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23890 members 
Mstep: Class 18 contains 210531 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 236Q: 19 clusters Score -8.448678e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54134 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157806 members 
Mstep: Class 6 contains 22232 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 25115 members 
Mstep: Class 9 contains 167976 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61631 members 
Mstep: Class 14 contains 15366 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23893 members 
Mstep: Class 18 contains 210564 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486744.000000 Penalty: 39790.128906
Iteration 237Q: 19 clusters Score -8.448674e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54126 members 
Mstep: Class 4 contains 12829 members 
Mstep: Class 5 contains 157827 members 
Mstep: Class 6 contains 22207 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 25117 members 
Mstep: Class 9 contains 167983 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61619 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23893 members 
Mstep: Class 18 contains 210590 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486728.000000 Penalty: 39790.128906
Iteration 238Q: 19 clusters Score -8.448673e+07 nChanged 112
Entering ConstructFrom: 
Score: -84486728.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Entering Unmasked Estep 
Score: -1204716.875000 Penalty: 1520.166992
	Iteration 0F: 2 clusters Score -1204717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1196542.750000 Penalty: 3040.333984
	Iteration 0F: 3 clusters Score -1196543 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1199240.750000 Penalty: 3040.333984
	Iteration 1F: 3 clusters Score -1199241 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1199532.000000 Penalty: 3040.333984
	Iteration 2F: 3 clusters Score -1199532 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1199786.625000 Penalty: 3040.333984
	Iteration 3F: 3 clusters Score -1199787 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1200016.250000 Penalty: 3040.333984
	Iteration 4Q: 3 clusters Score -1200016 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1200223.750000 Penalty: 3040.333984
	Iteration 5Q: 3 clusters Score -1200224 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1200450.375000 Penalty: 3040.333984
	Iteration 6Q: 3 clusters Score -1200450 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1200635.000000 Penalty: 3040.333984
	Iteration 7Q: 3 clusters Score -1200635 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1200802.500000 Penalty: 3040.333984
	Iteration 8Q: 3 clusters Score -1200802 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1200947.250000 Penalty: 3040.333984
	Iteration 9Q: 3 clusters Score -1200947 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1201068.125000 Penalty: 3040.333984
	Iteration 10Q: 3 clusters Score -1201068 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1201181.250000 Penalty: 3040.333984
	Iteration 11Q: 3 clusters Score -1201181 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1201305.500000 Penalty: 3040.333984
	Iteration 12Q: 3 clusters Score -1201306 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1201454.000000 Penalty: 3040.333984
	Iteration 13Q: 3 clusters Score -1201454 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1201619.250000 Penalty: 3040.333984
	Iteration 14Q: 3 clusters Score -1201619 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1201774.250000 Penalty: 3040.333984
	Iteration 15Q: 3 clusters Score -1201774 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1201930.375000 Penalty: 3040.333984
	Iteration 16Q: 3 clusters Score -1201930 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1202112.875000 Penalty: 3040.333984
	Iteration 17Q: 3 clusters Score -1202113 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1202323.500000 Penalty: 3040.333984
	Iteration 18Q: 3 clusters Score -1202324 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1202536.750000 Penalty: 3040.333984
	Iteration 19Q: 3 clusters Score -1202537 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1202736.250000 Penalty: 3040.333984
	Iteration 20F: 3 clusters Score -1202736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1202900.000000 Penalty: 3040.333984
	Iteration 21Q: 3 clusters Score -1202900 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1203057.750000 Penalty: 3040.333984
	Iteration 22Q: 3 clusters Score -1203058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1203190.750000 Penalty: 3040.333984
	Iteration 23Q: 3 clusters Score -1203191 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1203325.250000 Penalty: 3040.333984
	Iteration 24Q: 3 clusters Score -1203325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1203429.750000 Penalty: 3040.333984
	Iteration 25Q: 3 clusters Score -1203430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1203501.750000 Penalty: 3040.333984
	Iteration 26Q: 3 clusters Score -1203502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1203576.000000 Penalty: 3040.333984
	Iteration 27Q: 3 clusters Score -1203576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1203637.250000 Penalty: 3040.333984
	Iteration 28Q: 3 clusters Score -1203637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1203671.125000 Penalty: 3040.333984
	Iteration 29Q: 3 clusters Score -1203671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1203720.125000 Penalty: 3040.333984
	Iteration 30Q: 3 clusters Score -1203720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1203772.750000 Penalty: 3040.333984
	Iteration 31Q: 3 clusters Score -1203773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1203834.500000 Penalty: 3040.333984
	Iteration 32Q: 3 clusters Score -1203834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1203897.375000 Penalty: 3040.333984
	Iteration 33Q: 3 clusters Score -1203897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1203928.625000 Penalty: 3040.333984
	Iteration 34Q: 3 clusters Score -1203929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1203941.250000 Penalty: 3040.333984
	Iteration 35Q: 3 clusters Score -1203941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1203949.125000 Penalty: 3040.333984
	Iteration 36Q: 3 clusters Score -1203949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1203952.875000 Penalty: 3040.333984
	Iteration 37Q: 3 clusters Score -1203953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1203952.625000 Penalty: 3040.333984
	Iteration 38Q: 3 clusters Score -1203953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1203953.875000 Penalty: 3040.333984
	Iteration 39Q: 3 clusters Score -1203954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1203956.000000 Penalty: 3040.333984
	Iteration 40F: 3 clusters Score -1203956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1203954.125000 Penalty: 3040.333984
	Iteration 41Q: 3 clusters Score -1203954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1203954.000000 Penalty: 3040.333984
	Iteration 42Q: 3 clusters Score -1203954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1203954.000000 Penalty: 3040.333984
	Iteration 43F: 3 clusters Score -1203954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -146164.000000 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -146164 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 695 members 
Entering Unmasked Estep 
Score: -144439.187500 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -144439.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144747.562500 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -144747.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -144829.046875 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -144829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144861.156250 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -144861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -144889.218750 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -144889.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144913.578125 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -144913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144933.421875 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -144933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144948.875000 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -144948.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144957.656250 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -144957.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144968.109375 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -144968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144981.828125 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -144981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144991.703125 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -144991.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144999.125000 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -144999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145005.187500 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -145005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -145011.062500 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -145011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -145019.421875 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -145019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145025.093750 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -145025.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -145030.140625 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -145030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145035.250000 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -145035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145038.312500 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -145038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145038.312500 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -145038.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Entering Unmasked Estep 
Score: -5646272.000000 Penalty: 1771.089844
	Iteration 0F: 2 clusters Score -5646272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5610187.500000 Penalty: 3542.179688
	Iteration 0F: 3 clusters Score -5610188 nChanged 25371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5624142.500000 Penalty: 3542.179688
	Iteration 1F: 3 clusters Score -5624142 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5624573.500000 Penalty: 3542.179688
	Iteration 2Q: 3 clusters Score -5624574 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5625138.000000 Penalty: 3542.179688
	Iteration 3Q: 3 clusters Score -5625138 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5625940.000000 Penalty: 3542.179688
	Iteration 4Q: 3 clusters Score -5625940 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5627221.500000 Penalty: 3542.179688
	Iteration 5Q: 3 clusters Score -5627222 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5629374.500000 Penalty: 3542.179688
	Iteration 6F: 3 clusters Score -5629374 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -5632390.000000 Penalty: 3542.179688
	Iteration 7F: 3 clusters Score -5632390 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5636031.000000 Penalty: 3542.179688
	Iteration 8F: 3 clusters Score -5636031 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -5639281.500000 Penalty: 3542.179688
	Iteration 9F: 3 clusters Score -5639282 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5641726.000000 Penalty: 3542.179688
	Iteration 10F: 3 clusters Score -5641726 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5643222.500000 Penalty: 3542.179688
	Iteration 11Q: 3 clusters Score -5643222 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5643979.500000 Penalty: 3542.179688
	Iteration 12Q: 3 clusters Score -5643980 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5644315.000000 Penalty: 3542.179688
	Iteration 13Q: 3 clusters Score -5644315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5644492.500000 Penalty: 3542.179688
	Iteration 14Q: 3 clusters Score -5644492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5644583.500000 Penalty: 3542.179688
	Iteration 15Q: 3 clusters Score -5644584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5644635.500000 Penalty: 3542.179688
	Iteration 16Q: 3 clusters Score -5644636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5644666.000000 Penalty: 3542.179688
	Iteration 17Q: 3 clusters Score -5644666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5644696.500000 Penalty: 3542.179688
	Iteration 18Q: 3 clusters Score -5644696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5644722.500000 Penalty: 3542.179688
	Iteration 19Q: 3 clusters Score -5644722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5644737.500000 Penalty: 3542.179688
	Iteration 20F: 3 clusters Score -5644738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5644749.000000 Penalty: 3542.179688
	Iteration 21Q: 3 clusters Score -5644749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5644763.500000 Penalty: 3542.179688
	Iteration 22Q: 3 clusters Score -5644764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5644775.000000 Penalty: 3542.179688
	Iteration 23Q: 3 clusters Score -5644775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5644784.500000 Penalty: 3542.179688
	Iteration 24Q: 3 clusters Score -5644784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5644786.500000 Penalty: 3542.179688
	Iteration 25Q: 3 clusters Score -5644786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5644787.000000 Penalty: 3542.179688
	Iteration 26Q: 3 clusters Score -5644787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5644792.000000 Penalty: 3542.179688
	Iteration 27Q: 3 clusters Score -5644792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5644794.500000 Penalty: 3542.179688
	Iteration 28Q: 3 clusters Score -5644794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5644796.000000 Penalty: 3542.179688
	Iteration 29Q: 3 clusters Score -5644796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5644804.000000 Penalty: 3542.179688
	Iteration 30Q: 3 clusters Score -5644804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5644803.000000 Penalty: 3542.179688
	Iteration 31Q: 3 clusters Score -5644803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5644801.000000 Penalty: 3542.179688
	Iteration 32Q: 3 clusters Score -5644801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5644807.500000 Penalty: 3542.179688
	Iteration 33Q: 3 clusters Score -5644808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5644809.500000 Penalty: 3542.179688
	Iteration 34Q: 3 clusters Score -5644810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5644809.500000 Penalty: 3542.179688
	Iteration 35Q: 3 clusters Score -5644810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5644809.500000 Penalty: 3542.179688
	Iteration 36F: 3 clusters Score -5644810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Entering Unmasked Estep 
Score: -1348906.250000 Penalty: 1537.188232
	Iteration 0F: 2 clusters Score -1348906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1339856.625000 Penalty: 3074.376465
	Iteration 0F: 3 clusters Score -1339857 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1342958.500000 Penalty: 3074.376465
	Iteration 1F: 3 clusters Score -1342958 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1343264.250000 Penalty: 3074.376465
	Iteration 2F: 3 clusters Score -1343264 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1343554.625000 Penalty: 3074.376465
	Iteration 3F: 3 clusters Score -1343555 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1343843.625000 Penalty: 3074.376465
	Iteration 4Q: 3 clusters Score -1343844 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1344109.500000 Penalty: 3074.376465
	Iteration 5Q: 3 clusters Score -1344110 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1344368.000000 Penalty: 3074.376465
	Iteration 6Q: 3 clusters Score -1344368 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1344605.000000 Penalty: 3074.376465
	Iteration 7Q: 3 clusters Score -1344605 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1344824.375000 Penalty: 3074.376465
	Iteration 8Q: 3 clusters Score -1344824 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1345071.500000 Penalty: 3074.376465
	Iteration 9Q: 3 clusters Score -1345072 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1345331.000000 Penalty: 3074.376465
	Iteration 10Q: 3 clusters Score -1345331 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1345614.750000 Penalty: 3074.376465
	Iteration 11Q: 3 clusters Score -1345615 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1345888.250000 Penalty: 3074.376465
	Iteration 12Q: 3 clusters Score -1345888 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1346146.375000 Penalty: 3074.376465
	Iteration 13Q: 3 clusters Score -1346146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1346375.625000 Penalty: 3074.376465
	Iteration 14Q: 3 clusters Score -1346376 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1346588.375000 Penalty: 3074.376465
	Iteration 15Q: 3 clusters Score -1346588 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1346798.625000 Penalty: 3074.376465
	Iteration 16Q: 3 clusters Score -1346799 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1346989.375000 Penalty: 3074.376465
	Iteration 17Q: 3 clusters Score -1346989 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1347174.500000 Penalty: 3074.376465
	Iteration 18Q: 3 clusters Score -1347174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1347348.125000 Penalty: 3074.376465
	Iteration 19Q: 3 clusters Score -1347348 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1347478.250000 Penalty: 3074.376465
	Iteration 20F: 3 clusters Score -1347478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1347584.875000 Penalty: 3074.376465
	Iteration 21Q: 3 clusters Score -1347585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1347682.125000 Penalty: 3074.376465
	Iteration 22Q: 3 clusters Score -1347682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1347805.000000 Penalty: 3074.376465
	Iteration 23Q: 3 clusters Score -1347805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1347873.125000 Penalty: 3074.376465
	Iteration 24Q: 3 clusters Score -1347873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1347919.875000 Penalty: 3074.376465
	Iteration 25Q: 3 clusters Score -1347920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1347947.375000 Penalty: 3074.376465
	Iteration 26Q: 3 clusters Score -1347947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1347970.750000 Penalty: 3074.376465
	Iteration 27Q: 3 clusters Score -1347971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1347984.000000 Penalty: 3074.376465
	Iteration 28Q: 3 clusters Score -1347984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1348006.875000 Penalty: 3074.376465
	Iteration 29Q: 3 clusters Score -1348007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1348031.875000 Penalty: 3074.376465
	Iteration 30Q: 3 clusters Score -1348032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1348042.125000 Penalty: 3074.376465
	Iteration 31Q: 3 clusters Score -1348042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1348049.750000 Penalty: 3074.376465
	Iteration 32Q: 3 clusters Score -1348050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1348054.750000 Penalty: 3074.376465
	Iteration 33Q: 3 clusters Score -1348055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1348056.000000 Penalty: 3074.376465
	Iteration 34Q: 3 clusters Score -1348056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1348061.125000 Penalty: 3074.376465
	Iteration 35Q: 3 clusters Score -1348061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1348067.625000 Penalty: 3074.376465
	Iteration 36Q: 3 clusters Score -1348068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1348072.250000 Penalty: 3074.376465
	Iteration 37Q: 3 clusters Score -1348072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1348073.250000 Penalty: 3074.376465
	Iteration 38Q: 3 clusters Score -1348073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1348074.125000 Penalty: 3074.376465
	Iteration 39Q: 3 clusters Score -1348074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1348075.750000 Penalty: 3074.376465
	Iteration 40F: 3 clusters Score -1348076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Entering Unmasked Estep 
Score: -16898934.000000 Penalty: 1945.017334
	Iteration 0F: 2 clusters Score -1.689893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -16794332.000000 Penalty: 3890.034668
	Iteration 0F: 3 clusters Score -1.679433e+07 nChanged 76352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -16839092.000000 Penalty: 3890.034668
	Iteration 1F: 3 clusters Score -1.683909e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -16840166.000000 Penalty: 3890.034668
	Iteration 2Q: 3 clusters Score -1.684017e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -16841462.000000 Penalty: 3890.034668
	Iteration 3Q: 3 clusters Score -1.684146e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -16843128.000000 Penalty: 3890.034668
	Iteration 4Q: 3 clusters Score -1.684313e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -16845640.000000 Penalty: 3890.034668
	Iteration 5Q: 3 clusters Score -1.684564e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -16849476.000000 Penalty: 3890.034668
	Iteration 6Q: 3 clusters Score -1.684948e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -16855302.000000 Penalty: 3890.034668
	Iteration 7F: 3 clusters Score -1.68553e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -16862884.000000 Penalty: 3890.034668
	Iteration 8F: 3 clusters Score -1.686288e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115969 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -16870758.000000 Penalty: 3890.034668
	Iteration 9F: 3 clusters Score -1.687076e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -16876774.000000 Penalty: 3890.034668
	Iteration 10F: 3 clusters Score -1.687677e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126932 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -16880460.000000 Penalty: 3890.034668
	Iteration 11Q: 3 clusters Score -1.688046e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -16882902.000000 Penalty: 3890.034668
	Iteration 12Q: 3 clusters Score -1.68829e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134811 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -16885020.000000 Penalty: 3890.034668
	Iteration 13Q: 3 clusters Score -1.688502e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -16887050.000000 Penalty: 3890.034668
	Iteration 14Q: 3 clusters Score -1.688705e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -16889002.000000 Penalty: 3890.034668
	Iteration 15Q: 3 clusters Score -1.6889e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -16890880.000000 Penalty: 3890.034668
	Iteration 16Q: 3 clusters Score -1.689088e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -16892580.000000 Penalty: 3890.034668
	Iteration 17Q: 3 clusters Score -1.689258e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149940 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -16894086.000000 Penalty: 3890.034668
	Iteration 18Q: 3 clusters Score -1.689409e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151880 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -16895432.000000 Penalty: 3890.034668
	Iteration 19Q: 3 clusters Score -1.689543e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -16896368.000000 Penalty: 3890.034668
	Iteration 20F: 3 clusters Score -1.689637e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -16896948.000000 Penalty: 3890.034668
	Iteration 21Q: 3 clusters Score -1.689695e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -16897344.000000 Penalty: 3890.034668
	Iteration 22Q: 3 clusters Score -1.689734e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -16897564.000000 Penalty: 3890.034668
	Iteration 23Q: 3 clusters Score -1.689756e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16897734.000000 Penalty: 3890.034668
	Iteration 24Q: 3 clusters Score -1.689773e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16897866.000000 Penalty: 3890.034668
	Iteration 25Q: 3 clusters Score -1.689787e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16897974.000000 Penalty: 3890.034668
	Iteration 26Q: 3 clusters Score -1.689797e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -16898056.000000 Penalty: 3890.034668
	Iteration 27Q: 3 clusters Score -1.689806e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16898120.000000 Penalty: 3890.034668
	Iteration 28Q: 3 clusters Score -1.689812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16898184.000000 Penalty: 3890.034668
	Iteration 29Q: 3 clusters Score -1.689818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156377 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -16898222.000000 Penalty: 3890.034668
	Iteration 30Q: 3 clusters Score -1.689822e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16898228.000000 Penalty: 3890.034668
	Iteration 31Q: 3 clusters Score -1.689823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16898232.000000 Penalty: 3890.034668
	Iteration 32Q: 3 clusters Score -1.689823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156446 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16898242.000000 Penalty: 3890.034668
	Iteration 33Q: 3 clusters Score -1.689824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16898228.000000 Penalty: 3890.034668
	Iteration 34Q: 3 clusters Score -1.689823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -16898244.000000 Penalty: 3890.034668
	Iteration 35Q: 3 clusters Score -1.689824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16898230.000000 Penalty: 3890.034668
	Iteration 36Q: 3 clusters Score -1.689823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -16898238.000000 Penalty: 3890.034668
	Iteration 37Q: 3 clusters Score -1.689824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16898242.000000 Penalty: 3890.034668
	Iteration 38Q: 3 clusters Score -1.689824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16898244.000000 Penalty: 3890.034668
	Iteration 39Q: 3 clusters Score -1.689824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156533 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -16898244.000000 Penalty: 3890.034668
	Iteration 40F: 3 clusters Score -1.689824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16898246.000000 Penalty: 3890.034668
	Iteration 41Q: 3 clusters Score -1.689825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16898258.000000 Penalty: 3890.034668
	Iteration 42Q: 3 clusters Score -1.689826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156550 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16898252.000000 Penalty: 3890.034668
	Iteration 43Q: 3 clusters Score -1.689825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16898248.000000 Penalty: 3890.034668
	Iteration 44Q: 3 clusters Score -1.689825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16898248.000000 Penalty: 3890.034668
	Iteration 45Q: 3 clusters Score -1.689825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16898246.000000 Penalty: 3890.034668
	Iteration 46Q: 3 clusters Score -1.689825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156566 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -16898244.000000 Penalty: 3890.034668
	Iteration 47Q: 3 clusters Score -1.689824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -16898242.000000 Penalty: 3890.034668
	Iteration 48Q: 3 clusters Score -1.689824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16898248.000000 Penalty: 3890.034668
	Iteration 49Q: 3 clusters Score -1.689825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16898248.000000 Penalty: 3890.034668
	Iteration 50Q: 3 clusters Score -1.689825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16898240.000000 Penalty: 3890.034668
	Iteration 51Q: 3 clusters Score -1.689824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -16898242.000000 Penalty: 3890.034668
	Iteration 52Q: 3 clusters Score -1.689824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -16898242.000000 Penalty: 3890.034668
	Iteration 53F: 3 clusters Score -1.689824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Entering Unmasked Estep 
Score: -2416550.500000 Penalty: 1626.187378
	Iteration 0F: 2 clusters Score -2416550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2401499.750000 Penalty: 3252.374756
	Iteration 0F: 3 clusters Score -2401500 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2406836.750000 Penalty: 3252.374756
	Iteration 1F: 3 clusters Score -2406837 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2407189.250000 Penalty: 3252.374756
	Iteration 2Q: 3 clusters Score -2407189 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2407593.000000 Penalty: 3252.374756
	Iteration 3Q: 3 clusters Score -2407593 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2408009.500000 Penalty: 3252.374756
	Iteration 4Q: 3 clusters Score -2408010 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2408514.250000 Penalty: 3252.374756
	Iteration 5Q: 3 clusters Score -2408514 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2409164.250000 Penalty: 3252.374756
	Iteration 6Q: 3 clusters Score -2409164 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2409993.500000 Penalty: 3252.374756
	Iteration 7F: 3 clusters Score -2409994 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2410834.250000 Penalty: 3252.374756
	Iteration 8F: 3 clusters Score -2410834 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2411579.250000 Penalty: 3252.374756
	Iteration 9F: 3 clusters Score -2411579 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2412077.000000 Penalty: 3252.374756
	Iteration 10Q: 3 clusters Score -2412077 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2412342.250000 Penalty: 3252.374756
	Iteration 11Q: 3 clusters Score -2412342 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2412473.000000 Penalty: 3252.374756
	Iteration 12Q: 3 clusters Score -2412473 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2412572.250000 Penalty: 3252.374756
	Iteration 13Q: 3 clusters Score -2412572 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2412658.500000 Penalty: 3252.374756
	Iteration 14Q: 3 clusters Score -2412658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2412732.000000 Penalty: 3252.374756
	Iteration 15Q: 3 clusters Score -2412732 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2412797.500000 Penalty: 3252.374756
	Iteration 16Q: 3 clusters Score -2412798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2412851.500000 Penalty: 3252.374756
	Iteration 17Q: 3 clusters Score -2412852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2412904.500000 Penalty: 3252.374756
	Iteration 18Q: 3 clusters Score -2412904 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2412962.500000 Penalty: 3252.374756
	Iteration 19Q: 3 clusters Score -2412962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2412998.750000 Penalty: 3252.374756
	Iteration 20F: 3 clusters Score -2412999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2413039.250000 Penalty: 3252.374756
	Iteration 21Q: 3 clusters Score -2413039 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2413087.250000 Penalty: 3252.374756
	Iteration 22Q: 3 clusters Score -2413087 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2413115.500000 Penalty: 3252.374756
	Iteration 23Q: 3 clusters Score -2413116 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2413167.750000 Penalty: 3252.374756
	Iteration 24Q: 3 clusters Score -2413168 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2413207.750000 Penalty: 3252.374756
	Iteration 25Q: 3 clusters Score -2413208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2413249.750000 Penalty: 3252.374756
	Iteration 26Q: 3 clusters Score -2413250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2413271.500000 Penalty: 3252.374756
	Iteration 27Q: 3 clusters Score -2413272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2413310.750000 Penalty: 3252.374756
	Iteration 28Q: 3 clusters Score -2413311 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2413363.500000 Penalty: 3252.374756
	Iteration 29Q: 3 clusters Score -2413364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2413404.750000 Penalty: 3252.374756
	Iteration 30Q: 3 clusters Score -2413405 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2413442.000000 Penalty: 3252.374756
	Iteration 31Q: 3 clusters Score -2413442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2413489.250000 Penalty: 3252.374756
	Iteration 32Q: 3 clusters Score -2413489 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2413514.250000 Penalty: 3252.374756
	Iteration 33Q: 3 clusters Score -2413514 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2413546.000000 Penalty: 3252.374756
	Iteration 34Q: 3 clusters Score -2413546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2413583.500000 Penalty: 3252.374756
	Iteration 35Q: 3 clusters Score -2413584 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2413636.750000 Penalty: 3252.374756
	Iteration 36Q: 3 clusters Score -2413637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2413661.750000 Penalty: 3252.374756
	Iteration 37Q: 3 clusters Score -2413662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2413690.000000 Penalty: 3252.374756
	Iteration 38Q: 3 clusters Score -2413690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2413716.250000 Penalty: 3252.374756
	Iteration 39Q: 3 clusters Score -2413716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2413736.250000 Penalty: 3252.374756
	Iteration 40F: 3 clusters Score -2413736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2413760.250000 Penalty: 3252.374756
	Iteration 41Q: 3 clusters Score -2413760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2413784.000000 Penalty: 3252.374756
	Iteration 42Q: 3 clusters Score -2413784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2413812.250000 Penalty: 3252.374756
	Iteration 43Q: 3 clusters Score -2413812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2413830.000000 Penalty: 3252.374756
	Iteration 44Q: 3 clusters Score -2413830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2413850.750000 Penalty: 3252.374756
	Iteration 45Q: 3 clusters Score -2413851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2413870.000000 Penalty: 3252.374756
	Iteration 46Q: 3 clusters Score -2413870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2413906.500000 Penalty: 3252.374756
	Iteration 47Q: 3 clusters Score -2413906 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2413934.500000 Penalty: 3252.374756
	Iteration 48Q: 3 clusters Score -2413934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2413959.750000 Penalty: 3252.374756
	Iteration 49Q: 3 clusters Score -2413960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2413963.750000 Penalty: 3252.374756
	Iteration 50Q: 3 clusters Score -2413964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2413977.000000 Penalty: 3252.374756
	Iteration 51Q: 3 clusters Score -2413977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2413987.250000 Penalty: 3252.374756
	Iteration 52Q: 3 clusters Score -2413987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2414013.000000 Penalty: 3252.374756
	Iteration 53Q: 3 clusters Score -2414013 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2414044.750000 Penalty: 3252.374756
	Iteration 54Q: 3 clusters Score -2414045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2414080.500000 Penalty: 3252.374756
	Iteration 55Q: 3 clusters Score -2414080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2414122.000000 Penalty: 3252.374756
	Iteration 56Q: 3 clusters Score -2414122 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2414157.250000 Penalty: 3252.374756
	Iteration 57Q: 3 clusters Score -2414157 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2414187.500000 Penalty: 3252.374756
	Iteration 58Q: 3 clusters Score -2414188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2414242.500000 Penalty: 3252.374756
	Iteration 59Q: 3 clusters Score -2414242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2414273.500000 Penalty: 3252.374756
	Iteration 60F: 3 clusters Score -2414274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2414320.000000 Penalty: 3252.374756
	Iteration 61Q: 3 clusters Score -2414320 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2414366.250000 Penalty: 3252.374756
	Iteration 62Q: 3 clusters Score -2414366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2414415.750000 Penalty: 3252.374756
	Iteration 63Q: 3 clusters Score -2414416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2414490.000000 Penalty: 3252.374756
	Iteration 64Q: 3 clusters Score -2414490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2414554.250000 Penalty: 3252.374756
	Iteration 65Q: 3 clusters Score -2414554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2414622.750000 Penalty: 3252.374756
	Iteration 66Q: 3 clusters Score -2414623 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2414687.500000 Penalty: 3252.374756
	Iteration 67Q: 3 clusters Score -2414688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2414773.500000 Penalty: 3252.374756
	Iteration 68Q: 3 clusters Score -2414774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2414833.250000 Penalty: 3252.374756
	Iteration 69Q: 3 clusters Score -2414833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2414872.000000 Penalty: 3252.374756
	Iteration 70Q: 3 clusters Score -2414872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2414913.750000 Penalty: 3252.374756
	Iteration 71Q: 3 clusters Score -2414914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2414946.250000 Penalty: 3252.374756
	Iteration 72Q: 3 clusters Score -2414946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2414979.250000 Penalty: 3252.374756
	Iteration 73Q: 3 clusters Score -2414979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2415004.750000 Penalty: 3252.374756
	Iteration 74Q: 3 clusters Score -2415005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2415029.000000 Penalty: 3252.374756
	Iteration 75Q: 3 clusters Score -2415029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2415052.000000 Penalty: 3252.374756
	Iteration 76Q: 3 clusters Score -2415052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2415067.500000 Penalty: 3252.374756
	Iteration 77Q: 3 clusters Score -2415068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2415085.750000 Penalty: 3252.374756
	Iteration 78Q: 3 clusters Score -2415086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2415095.500000 Penalty: 3252.374756
	Iteration 79Q: 3 clusters Score -2415096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2415109.500000 Penalty: 3252.374756
	Iteration 80F: 3 clusters Score -2415110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2415126.250000 Penalty: 3252.374756
	Iteration 81Q: 3 clusters Score -2415126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2415133.250000 Penalty: 3252.374756
	Iteration 82Q: 3 clusters Score -2415133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2415141.500000 Penalty: 3252.374756
	Iteration 83Q: 3 clusters Score -2415142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2415147.250000 Penalty: 3252.374756
	Iteration 84Q: 3 clusters Score -2415147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2415154.000000 Penalty: 3252.374756
	Iteration 85Q: 3 clusters Score -2415154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2415157.000000 Penalty: 3252.374756
	Iteration 86Q: 3 clusters Score -2415157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2415165.250000 Penalty: 3252.374756
	Iteration 87Q: 3 clusters Score -2415165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2415175.750000 Penalty: 3252.374756
	Iteration 88Q: 3 clusters Score -2415176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2415179.750000 Penalty: 3252.374756
	Iteration 89Q: 3 clusters Score -2415180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2415183.250000 Penalty: 3252.374756
	Iteration 90Q: 3 clusters Score -2415183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2415180.750000 Penalty: 3252.374756
	Iteration 91Q: 3 clusters Score -2415181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2415181.750000 Penalty: 3252.374756
	Iteration 92Q: 3 clusters Score -2415182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2415188.250000 Penalty: 3252.374756
	Iteration 93Q: 3 clusters Score -2415188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2415190.500000 Penalty: 3252.374756
	Iteration 94Q: 3 clusters Score -2415190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2415191.500000 Penalty: 3252.374756
	Iteration 95Q: 3 clusters Score -2415192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2415193.500000 Penalty: 3252.374756
	Iteration 96Q: 3 clusters Score -2415194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2415193.500000 Penalty: 3252.374756
	Iteration 97F: 3 clusters Score -2415194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Entering Unmasked Estep 
Score: -1727336.875000 Penalty: 1571.299561
	Iteration 0F: 2 clusters Score -1727337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1716348.000000 Penalty: 3142.599121
	Iteration 0F: 3 clusters Score -1716348 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1720153.375000 Penalty: 3142.599121
	Iteration 1F: 3 clusters Score -1720153 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1720458.875000 Penalty: 3142.599121
	Iteration 2F: 3 clusters Score -1720459 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1720719.250000 Penalty: 3142.599121
	Iteration 3Q: 3 clusters Score -1720719 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1720939.000000 Penalty: 3142.599121
	Iteration 4Q: 3 clusters Score -1720939 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1721138.875000 Penalty: 3142.599121
	Iteration 5Q: 3 clusters Score -1721139 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1721383.875000 Penalty: 3142.599121
	Iteration 6Q: 3 clusters Score -1721384 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1721684.875000 Penalty: 3142.599121
	Iteration 7Q: 3 clusters Score -1721685 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1722090.875000 Penalty: 3142.599121
	Iteration 8Q: 3 clusters Score -1722091 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1722687.250000 Penalty: 3142.599121
	Iteration 9F: 3 clusters Score -1722687 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1723412.250000 Penalty: 3142.599121
	Iteration 10F: 3 clusters Score -1723412 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1724155.875000 Penalty: 3142.599121
	Iteration 11F: 3 clusters Score -1724156 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1724714.875000 Penalty: 3142.599121
	Iteration 12Q: 3 clusters Score -1724715 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1725040.625000 Penalty: 3142.599121
	Iteration 13Q: 3 clusters Score -1725041 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1725196.750000 Penalty: 3142.599121
	Iteration 14Q: 3 clusters Score -1725197 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1725301.750000 Penalty: 3142.599121
	Iteration 15Q: 3 clusters Score -1725302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1725387.750000 Penalty: 3142.599121
	Iteration 16Q: 3 clusters Score -1725388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1725454.500000 Penalty: 3142.599121
	Iteration 17Q: 3 clusters Score -1725454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1725503.750000 Penalty: 3142.599121
	Iteration 18Q: 3 clusters Score -1725504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1725542.625000 Penalty: 3142.599121
	Iteration 19Q: 3 clusters Score -1725543 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1725580.750000 Penalty: 3142.599121
	Iteration 20F: 3 clusters Score -1725581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1725591.500000 Penalty: 3142.599121
	Iteration 21Q: 3 clusters Score -1725592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1725611.500000 Penalty: 3142.599121
	Iteration 22Q: 3 clusters Score -1725612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1725622.750000 Penalty: 3142.599121
	Iteration 23Q: 3 clusters Score -1725623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1725647.875000 Penalty: 3142.599121
	Iteration 24Q: 3 clusters Score -1725648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1725677.125000 Penalty: 3142.599121
	Iteration 25Q: 3 clusters Score -1725677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1725690.875000 Penalty: 3142.599121
	Iteration 26Q: 3 clusters Score -1725691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1725710.625000 Penalty: 3142.599121
	Iteration 27Q: 3 clusters Score -1725711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1725724.000000 Penalty: 3142.599121
	Iteration 28Q: 3 clusters Score -1725724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1725738.625000 Penalty: 3142.599121
	Iteration 29Q: 3 clusters Score -1725739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1725761.750000 Penalty: 3142.599121
	Iteration 30Q: 3 clusters Score -1725762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1725779.750000 Penalty: 3142.599121
	Iteration 31Q: 3 clusters Score -1725780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1725798.250000 Penalty: 3142.599121
	Iteration 32Q: 3 clusters Score -1725798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1725813.750000 Penalty: 3142.599121
	Iteration 33Q: 3 clusters Score -1725814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1725825.500000 Penalty: 3142.599121
	Iteration 34Q: 3 clusters Score -1725826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1725841.750000 Penalty: 3142.599121
	Iteration 35Q: 3 clusters Score -1725842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1725858.000000 Penalty: 3142.599121
	Iteration 36Q: 3 clusters Score -1725858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1725880.125000 Penalty: 3142.599121
	Iteration 37Q: 3 clusters Score -1725880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1725898.625000 Penalty: 3142.599121
	Iteration 38Q: 3 clusters Score -1725899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1725913.500000 Penalty: 3142.599121
	Iteration 39Q: 3 clusters Score -1725914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1725920.250000 Penalty: 3142.599121
	Iteration 40F: 3 clusters Score -1725920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1725930.875000 Penalty: 3142.599121
	Iteration 41Q: 3 clusters Score -1725931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1725933.500000 Penalty: 3142.599121
	Iteration 42Q: 3 clusters Score -1725934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1725938.750000 Penalty: 3142.599121
	Iteration 43Q: 3 clusters Score -1725939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1725941.000000 Penalty: 3142.599121
	Iteration 44Q: 3 clusters Score -1725941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1725947.000000 Penalty: 3142.599121
	Iteration 45Q: 3 clusters Score -1725947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1725954.375000 Penalty: 3142.599121
	Iteration 46Q: 3 clusters Score -1725954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1725958.375000 Penalty: 3142.599121
	Iteration 47Q: 3 clusters Score -1725958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1725962.000000 Penalty: 3142.599121
	Iteration 48Q: 3 clusters Score -1725962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1725962.750000 Penalty: 3142.599121
	Iteration 49Q: 3 clusters Score -1725963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1725966.375000 Penalty: 3142.599121
	Iteration 50Q: 3 clusters Score -1725966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1725971.500000 Penalty: 3142.599121
	Iteration 51Q: 3 clusters Score -1725972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1725974.750000 Penalty: 3142.599121
	Iteration 52Q: 3 clusters Score -1725975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1725975.125000 Penalty: 3142.599121
	Iteration 53Q: 3 clusters Score -1725975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1725974.000000 Penalty: 3142.599121
	Iteration 54Q: 3 clusters Score -1725974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1725974.625000 Penalty: 3142.599121
	Iteration 55Q: 3 clusters Score -1725975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1725973.000000 Penalty: 3142.599121
	Iteration 56Q: 3 clusters Score -1725973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1725973.000000 Penalty: 3142.599121
	Iteration 57F: 3 clusters Score -1725973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Entering Unmasked Estep 
Score: -2621041.250000 Penalty: 1646.323364
	Iteration 0F: 2 clusters Score -2621041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2604144.750000 Penalty: 3292.646729
	Iteration 0F: 3 clusters Score -2604145 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2610346.250000 Penalty: 3292.646729
	Iteration 1F: 3 clusters Score -2610346 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2610661.750000 Penalty: 3292.646729
	Iteration 2Q: 3 clusters Score -2610662 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2610938.000000 Penalty: 3292.646729
	Iteration 3Q: 3 clusters Score -2610938 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2611188.750000 Penalty: 3292.646729
	Iteration 4Q: 3 clusters Score -2611189 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2611498.750000 Penalty: 3292.646729
	Iteration 5Q: 3 clusters Score -2611499 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2611819.000000 Penalty: 3292.646729
	Iteration 6Q: 3 clusters Score -2611819 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2612256.750000 Penalty: 3292.646729
	Iteration 7Q: 3 clusters Score -2612257 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2612685.500000 Penalty: 3292.646729
	Iteration 8Q: 3 clusters Score -2612686 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2613184.500000 Penalty: 3292.646729
	Iteration 9Q: 3 clusters Score -2613184 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2613722.000000 Penalty: 3292.646729
	Iteration 10Q: 3 clusters Score -2613722 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2614263.750000 Penalty: 3292.646729
	Iteration 11Q: 3 clusters Score -2614264 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2614819.000000 Penalty: 3292.646729
	Iteration 12Q: 3 clusters Score -2614819 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2615387.000000 Penalty: 3292.646729
	Iteration 13Q: 3 clusters Score -2615387 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2616031.000000 Penalty: 3292.646729
	Iteration 14Q: 3 clusters Score -2616031 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2616593.000000 Penalty: 3292.646729
	Iteration 15Q: 3 clusters Score -2616593 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2617044.750000 Penalty: 3292.646729
	Iteration 16Q: 3 clusters Score -2617045 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2617384.500000 Penalty: 3292.646729
	Iteration 17Q: 3 clusters Score -2617384 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2617643.750000 Penalty: 3292.646729
	Iteration 18Q: 3 clusters Score -2617644 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2617818.250000 Penalty: 3292.646729
	Iteration 19Q: 3 clusters Score -2617818 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2617975.000000 Penalty: 3292.646729
	Iteration 20F: 3 clusters Score -2617975 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2618137.750000 Penalty: 3292.646729
	Iteration 21Q: 3 clusters Score -2618138 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2618273.000000 Penalty: 3292.646729
	Iteration 22Q: 3 clusters Score -2618273 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2618406.250000 Penalty: 3292.646729
	Iteration 23Q: 3 clusters Score -2618406 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2618514.750000 Penalty: 3292.646729
	Iteration 24Q: 3 clusters Score -2618515 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2618625.500000 Penalty: 3292.646729
	Iteration 25Q: 3 clusters Score -2618626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2618760.500000 Penalty: 3292.646729
	Iteration 26Q: 3 clusters Score -2618760 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2618881.500000 Penalty: 3292.646729
	Iteration 27Q: 3 clusters Score -2618882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2618991.000000 Penalty: 3292.646729
	Iteration 28Q: 3 clusters Score -2618991 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2619106.000000 Penalty: 3292.646729
	Iteration 29Q: 3 clusters Score -2619106 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2619239.250000 Penalty: 3292.646729
	Iteration 30Q: 3 clusters Score -2619239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2619375.500000 Penalty: 3292.646729
	Iteration 31Q: 3 clusters Score -2619376 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2619498.000000 Penalty: 3292.646729
	Iteration 32Q: 3 clusters Score -2619498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2619626.750000 Penalty: 3292.646729
	Iteration 33Q: 3 clusters Score -2619627 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2619701.750000 Penalty: 3292.646729
	Iteration 34Q: 3 clusters Score -2619702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2619744.250000 Penalty: 3292.646729
	Iteration 35Q: 3 clusters Score -2619744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2619795.250000 Penalty: 3292.646729
	Iteration 36Q: 3 clusters Score -2619795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2619826.000000 Penalty: 3292.646729
	Iteration 37Q: 3 clusters Score -2619826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2619845.750000 Penalty: 3292.646729
	Iteration 38Q: 3 clusters Score -2619846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2619854.250000 Penalty: 3292.646729
	Iteration 39Q: 3 clusters Score -2619854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2619867.000000 Penalty: 3292.646729
	Iteration 40F: 3 clusters Score -2619867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2619869.500000 Penalty: 3292.646729
	Iteration 41Q: 3 clusters Score -2619870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2619877.750000 Penalty: 3292.646729
	Iteration 42Q: 3 clusters Score -2619878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2619875.500000 Penalty: 3292.646729
	Iteration 43Q: 3 clusters Score -2619876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2619874.250000 Penalty: 3292.646729
	Iteration 44Q: 3 clusters Score -2619874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2619874.000000 Penalty: 3292.646729
	Iteration 45Q: 3 clusters Score -2619874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2619870.250000 Penalty: 3292.646729
	Iteration 46Q: 3 clusters Score -2619870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2619871.250000 Penalty: 3292.646729
	Iteration 47Q: 3 clusters Score -2619871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2619871.000000 Penalty: 3292.646729
	Iteration 48Q: 3 clusters Score -2619871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2619871.750000 Penalty: 3292.646729
	Iteration 49Q: 3 clusters Score -2619872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2619873.500000 Penalty: 3292.646729
	Iteration 50Q: 3 clusters Score -2619874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2619873.000000 Penalty: 3292.646729
	Iteration 51Q: 3 clusters Score -2619873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2619874.250000 Penalty: 3292.646729
	Iteration 52Q: 3 clusters Score -2619874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2619874.250000 Penalty: 3292.646729
	Iteration 53F: 3 clusters Score -2619874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Entering Unmasked Estep 
Score: -17974254.000000 Penalty: 1955.151367
	Iteration 0F: 2 clusters Score -1.797425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -17865830.000000 Penalty: 3910.302734
	Iteration 0F: 3 clusters Score -1.786583e+07 nChanged 81253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -17913144.000000 Penalty: 3910.302734
	Iteration 1F: 3 clusters Score -1.791314e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -17913864.000000 Penalty: 3910.302734
	Iteration 2Q: 3 clusters Score -1.791386e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -17914712.000000 Penalty: 3910.302734
	Iteration 3Q: 3 clusters Score -1.791471e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -17915932.000000 Penalty: 3910.302734
	Iteration 4Q: 3 clusters Score -1.791593e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -17917820.000000 Penalty: 3910.302734
	Iteration 5Q: 3 clusters Score -1.791782e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -17921228.000000 Penalty: 3910.302734
	Iteration 6Q: 3 clusters Score -1.792123e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -17926862.000000 Penalty: 3910.302734
	Iteration 7F: 3 clusters Score -1.792686e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -17936204.000000 Penalty: 3910.302734
	Iteration 8F: 3 clusters Score -1.79362e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -17946162.000000 Penalty: 3910.302734
	Iteration 9F: 3 clusters Score -1.794616e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -17952014.000000 Penalty: 3910.302734
	Iteration 10F: 3 clusters Score -1.795201e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -17954206.000000 Penalty: 3910.302734
	Iteration 11Q: 3 clusters Score -1.795421e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -17955112.000000 Penalty: 3910.302734
	Iteration 12Q: 3 clusters Score -1.795511e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -17955948.000000 Penalty: 3910.302734
	Iteration 13Q: 3 clusters Score -1.795595e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -17956968.000000 Penalty: 3910.302734
	Iteration 14Q: 3 clusters Score -1.795697e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -17958212.000000 Penalty: 3910.302734
	Iteration 15Q: 3 clusters Score -1.795821e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -17959418.000000 Penalty: 3910.302734
	Iteration 16Q: 3 clusters Score -1.795942e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -17960362.000000 Penalty: 3910.302734
	Iteration 17Q: 3 clusters Score -1.796036e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -17961306.000000 Penalty: 3910.302734
	Iteration 18Q: 3 clusters Score -1.796131e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -17962452.000000 Penalty: 3910.302734
	Iteration 19Q: 3 clusters Score -1.796245e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -17963512.000000 Penalty: 3910.302734
	Iteration 20F: 3 clusters Score -1.796351e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -17964700.000000 Penalty: 3910.302734
	Iteration 21Q: 3 clusters Score -1.79647e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -17965806.000000 Penalty: 3910.302734
	Iteration 22Q: 3 clusters Score -1.796581e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -17966704.000000 Penalty: 3910.302734
	Iteration 23Q: 3 clusters Score -1.79667e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -17967470.000000 Penalty: 3910.302734
	Iteration 24Q: 3 clusters Score -1.796747e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -17968314.000000 Penalty: 3910.302734
	Iteration 25Q: 3 clusters Score -1.796831e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 120971 members 
Entering Unmasked Estep 
Score: -17968800.000000 Penalty: 3910.302734
	Iteration 26Q: 3 clusters Score -1.79688e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -17969394.000000 Penalty: 3910.302734
	Iteration 27Q: 3 clusters Score -1.796939e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -17969780.000000 Penalty: 3910.302734
	Iteration 28Q: 3 clusters Score -1.796978e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -17970234.000000 Penalty: 3910.302734
	Iteration 29Q: 3 clusters Score -1.797023e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 129157 members 
Entering Unmasked Estep 
Score: -17970732.000000 Penalty: 3910.302734
	Iteration 30Q: 3 clusters Score -1.797073e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -17971136.000000 Penalty: 3910.302734
	Iteration 31Q: 3 clusters Score -1.797114e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 132745 members 
Entering Unmasked Estep 
Score: -17971408.000000 Penalty: 3910.302734
	Iteration 32Q: 3 clusters Score -1.797141e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -17971800.000000 Penalty: 3910.302734
	Iteration 33Q: 3 clusters Score -1.79718e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 136096 members 
Entering Unmasked Estep 
Score: -17972160.000000 Penalty: 3910.302734
	Iteration 34Q: 3 clusters Score -1.797216e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 137638 members 
Entering Unmasked Estep 
Score: -17972558.000000 Penalty: 3910.302734
	Iteration 35Q: 3 clusters Score -1.797256e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 139077 members 
Entering Unmasked Estep 
Score: -17972834.000000 Penalty: 3910.302734
	Iteration 36Q: 3 clusters Score -1.797283e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -17973102.000000 Penalty: 3910.302734
	Iteration 37Q: 3 clusters Score -1.79731e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -17973408.000000 Penalty: 3910.302734
	Iteration 38Q: 3 clusters Score -1.797341e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -17973694.000000 Penalty: 3910.302734
	Iteration 39Q: 3 clusters Score -1.797369e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -17973790.000000 Penalty: 3910.302734
	Iteration 40F: 3 clusters Score -1.797379e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -17973974.000000 Penalty: 3910.302734
	Iteration 41Q: 3 clusters Score -1.797397e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -17974200.000000 Penalty: 3910.302734
	Iteration 42Q: 3 clusters Score -1.79742e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -17974470.000000 Penalty: 3910.302734
	Iteration 43Q: 3 clusters Score -1.797447e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -17974618.000000 Penalty: 3910.302734
	Iteration 44Q: 3 clusters Score -1.797462e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -17974738.000000 Penalty: 3910.302734
	Iteration 45Q: 3 clusters Score -1.797474e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -17974882.000000 Penalty: 3910.302734
	Iteration 46Q: 3 clusters Score -1.797488e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 151247 members 
Entering Unmasked Estep 
Score: -17975034.000000 Penalty: 3910.302734
	Iteration 47Q: 3 clusters Score -1.797503e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -17975086.000000 Penalty: 3910.302734
	Iteration 48Q: 3 clusters Score -1.797509e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -17975162.000000 Penalty: 3910.302734
	Iteration 49Q: 3 clusters Score -1.797516e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 153866 members 
Entering Unmasked Estep 
Score: -17975178.000000 Penalty: 3910.302734
	Iteration 50Q: 3 clusters Score -1.797518e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -17975394.000000 Penalty: 3910.302734
	Iteration 51Q: 3 clusters Score -1.797539e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -17975416.000000 Penalty: 3910.302734
	Iteration 52Q: 3 clusters Score -1.797542e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 156112 members 
Entering Unmasked Estep 
Score: -17975404.000000 Penalty: 3910.302734
	Iteration 53Q: 3 clusters Score -1.79754e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 156728 members 
Entering Unmasked Estep 
Score: -17975386.000000 Penalty: 3910.302734
	Iteration 54Q: 3 clusters Score -1.797539e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -17975298.000000 Penalty: 3910.302734
	Iteration 55Q: 3 clusters Score -1.79753e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -17975270.000000 Penalty: 3910.302734
	Iteration 56Q: 3 clusters Score -1.797527e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 158362 members 
Entering Unmasked Estep 
Score: -17975212.000000 Penalty: 3910.302734
	Iteration 57Q: 3 clusters Score -1.797521e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 158855 members 
Entering Unmasked Estep 
Score: -17975026.000000 Penalty: 3910.302734
	Iteration 58Q: 3 clusters Score -1.797503e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -17974942.000000 Penalty: 3910.302734
	Iteration 59Q: 3 clusters Score -1.797494e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -17974940.000000 Penalty: 3910.302734
	Iteration 60F: 3 clusters Score -1.797494e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 160088 members 
Entering Unmasked Estep 
Score: -17974846.000000 Penalty: 3910.302734
	Iteration 61Q: 3 clusters Score -1.797485e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -17974814.000000 Penalty: 3910.302734
	Iteration 62Q: 3 clusters Score -1.797481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -17974816.000000 Penalty: 3910.302734
	Iteration 63Q: 3 clusters Score -1.797482e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 161094 members 
Entering Unmasked Estep 
Score: -17974822.000000 Penalty: 3910.302734
	Iteration 64Q: 3 clusters Score -1.797482e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 161376 members 
Entering Unmasked Estep 
Score: -17974788.000000 Penalty: 3910.302734
	Iteration 65Q: 3 clusters Score -1.797479e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 161631 members 
Entering Unmasked Estep 
Score: -17974734.000000 Penalty: 3910.302734
	Iteration 66Q: 3 clusters Score -1.797473e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 161891 members 
Entering Unmasked Estep 
Score: -17974628.000000 Penalty: 3910.302734
	Iteration 67Q: 3 clusters Score -1.797463e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -17974588.000000 Penalty: 3910.302734
	Iteration 68Q: 3 clusters Score -1.797459e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -17974558.000000 Penalty: 3910.302734
	Iteration 69Q: 3 clusters Score -1.797456e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -17974506.000000 Penalty: 3910.302734
	Iteration 70Q: 3 clusters Score -1.797451e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 162804 members 
Entering Unmasked Estep 
Score: -17974408.000000 Penalty: 3910.302734
	Iteration 71Q: 3 clusters Score -1.797441e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -17974328.000000 Penalty: 3910.302734
	Iteration 72Q: 3 clusters Score -1.797433e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -17974290.000000 Penalty: 3910.302734
	Iteration 73Q: 3 clusters Score -1.797429e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -17974200.000000 Penalty: 3910.302734
	Iteration 74Q: 3 clusters Score -1.79742e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -17974170.000000 Penalty: 3910.302734
	Iteration 75Q: 3 clusters Score -1.797417e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -17974142.000000 Penalty: 3910.302734
	Iteration 76Q: 3 clusters Score -1.797414e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -17974140.000000 Penalty: 3910.302734
	Iteration 77Q: 3 clusters Score -1.797414e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 163820 members 
Entering Unmasked Estep 
Score: -17974104.000000 Penalty: 3910.302734
	Iteration 78Q: 3 clusters Score -1.79741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -17974084.000000 Penalty: 3910.302734
	Iteration 79Q: 3 clusters Score -1.797408e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -17974022.000000 Penalty: 3910.302734
	Iteration 80F: 3 clusters Score -1.797402e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 164132 members 
Entering Unmasked Estep 
Score: -17973988.000000 Penalty: 3910.302734
	Iteration 81Q: 3 clusters Score -1.797399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -17973976.000000 Penalty: 3910.302734
	Iteration 82Q: 3 clusters Score -1.797398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 164250 members 
Entering Unmasked Estep 
Score: -17973928.000000 Penalty: 3910.302734
	Iteration 83Q: 3 clusters Score -1.797393e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -17973920.000000 Penalty: 3910.302734
	Iteration 84Q: 3 clusters Score -1.797392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 164346 members 
Entering Unmasked Estep 
Score: -17973896.000000 Penalty: 3910.302734
	Iteration 85Q: 3 clusters Score -1.79739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -17973862.000000 Penalty: 3910.302734
	Iteration 86Q: 3 clusters Score -1.797386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -17973840.000000 Penalty: 3910.302734
	Iteration 87Q: 3 clusters Score -1.797384e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -17973846.000000 Penalty: 3910.302734
	Iteration 88Q: 3 clusters Score -1.797385e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -17973804.000000 Penalty: 3910.302734
	Iteration 89Q: 3 clusters Score -1.79738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -17973760.000000 Penalty: 3910.302734
	Iteration 90Q: 3 clusters Score -1.797376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -17973758.000000 Penalty: 3910.302734
	Iteration 91Q: 3 clusters Score -1.797376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -17973740.000000 Penalty: 3910.302734
	Iteration 92Q: 3 clusters Score -1.797374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -17973724.000000 Penalty: 3910.302734
	Iteration 93Q: 3 clusters Score -1.797372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -17973712.000000 Penalty: 3910.302734
	Iteration 94Q: 3 clusters Score -1.797371e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 164810 members 
Entering Unmasked Estep 
Score: -17973696.000000 Penalty: 3910.302734
	Iteration 95Q: 3 clusters Score -1.79737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -17973710.000000 Penalty: 3910.302734
	Iteration 96Q: 3 clusters Score -1.797371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -17973694.000000 Penalty: 3910.302734
	Iteration 97Q: 3 clusters Score -1.797369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -17973672.000000 Penalty: 3910.302734
	Iteration 98Q: 3 clusters Score -1.797367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -17973676.000000 Penalty: 3910.302734
	Iteration 99Q: 3 clusters Score -1.797368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -17973674.000000 Penalty: 3910.302734
	Iteration 100F: 3 clusters Score -1.797367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -17973668.000000 Penalty: 3910.302734
	Iteration 101Q: 3 clusters Score -1.797367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -17973646.000000 Penalty: 3910.302734
	Iteration 102Q: 3 clusters Score -1.797365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 164965 members 
Entering Unmasked Estep 
Score: -17973642.000000 Penalty: 3910.302734
	Iteration 103Q: 3 clusters Score -1.797364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -17973648.000000 Penalty: 3910.302734
	Iteration 104Q: 3 clusters Score -1.797365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -17973662.000000 Penalty: 3910.302734
	Iteration 105Q: 3 clusters Score -1.797366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -17973666.000000 Penalty: 3910.302734
	Iteration 106Q: 3 clusters Score -1.797367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -17973654.000000 Penalty: 3910.302734
	Iteration 107Q: 3 clusters Score -1.797365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -17973646.000000 Penalty: 3910.302734
	Iteration 108Q: 3 clusters Score -1.797365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -17973648.000000 Penalty: 3910.302734
	Iteration 109Q: 3 clusters Score -1.797365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -17973652.000000 Penalty: 3910.302734
	Iteration 110Q: 3 clusters Score -1.797365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -17973636.000000 Penalty: 3910.302734
	Iteration 111Q: 3 clusters Score -1.797364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -17973620.000000 Penalty: 3910.302734
	Iteration 112Q: 3 clusters Score -1.797362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -17973634.000000 Penalty: 3910.302734
	Iteration 113Q: 3 clusters Score -1.797363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -17973618.000000 Penalty: 3910.302734
	Iteration 114Q: 3 clusters Score -1.797362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -17973602.000000 Penalty: 3910.302734
	Iteration 115Q: 3 clusters Score -1.79736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -17973600.000000 Penalty: 3910.302734
	Iteration 116Q: 3 clusters Score -1.79736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -17973594.000000 Penalty: 3910.302734
	Iteration 117Q: 3 clusters Score -1.797359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -17973574.000000 Penalty: 3910.302734
	Iteration 118Q: 3 clusters Score -1.797357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -17973584.000000 Penalty: 3910.302734
	Iteration 119Q: 3 clusters Score -1.797358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -17973568.000000 Penalty: 3910.302734
	Iteration 120F: 3 clusters Score -1.797357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -17973564.000000 Penalty: 3910.302734
	Iteration 121Q: 3 clusters Score -1.797356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -17973552.000000 Penalty: 3910.302734
	Iteration 122Q: 3 clusters Score -1.797355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 165366 members 
Entering Unmasked Estep 
Score: -17973570.000000 Penalty: 3910.302734
	Iteration 123Q: 3 clusters Score -1.797357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -17973570.000000 Penalty: 3910.302734
	Iteration 124Q: 3 clusters Score -1.797357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -17973560.000000 Penalty: 3910.302734
	Iteration 125Q: 3 clusters Score -1.797356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 165443 members 
Entering Unmasked Estep 
Score: -17973562.000000 Penalty: 3910.302734
	Iteration 126Q: 3 clusters Score -1.797356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -17973552.000000 Penalty: 3910.302734
	Iteration 127Q: 3 clusters Score -1.797355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 165480 members 
Entering Unmasked Estep 
Score: -17973550.000000 Penalty: 3910.302734
	Iteration 128Q: 3 clusters Score -1.797355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 165499 members 
Entering Unmasked Estep 
Score: -17973542.000000 Penalty: 3910.302734
	Iteration 129Q: 3 clusters Score -1.797354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 165516 members 
Entering Unmasked Estep 
Score: -17973546.000000 Penalty: 3910.302734
	Iteration 130Q: 3 clusters Score -1.797355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -17973528.000000 Penalty: 3910.302734
	Iteration 131Q: 3 clusters Score -1.797353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -17973522.000000 Penalty: 3910.302734
	Iteration 132Q: 3 clusters Score -1.797352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 165554 members 
Entering Unmasked Estep 
Score: -17973534.000000 Penalty: 3910.302734
	Iteration 133Q: 3 clusters Score -1.797353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -17973510.000000 Penalty: 3910.302734
	Iteration 134Q: 3 clusters Score -1.797351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -17973516.000000 Penalty: 3910.302734
	Iteration 135Q: 3 clusters Score -1.797352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -17973518.000000 Penalty: 3910.302734
	Iteration 136Q: 3 clusters Score -1.797352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -17973502.000000 Penalty: 3910.302734
	Iteration 137Q: 3 clusters Score -1.79735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -17973502.000000 Penalty: 3910.302734
	Iteration 138Q: 3 clusters Score -1.79735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -17973502.000000 Penalty: 3910.302734
	Iteration 139Q: 3 clusters Score -1.79735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -17973492.000000 Penalty: 3910.302734
	Iteration 140F: 3 clusters Score -1.797349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -17973488.000000 Penalty: 3910.302734
	Iteration 141Q: 3 clusters Score -1.797349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -17973490.000000 Penalty: 3910.302734
	Iteration 142Q: 3 clusters Score -1.797349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -17973484.000000 Penalty: 3910.302734
	Iteration 143Q: 3 clusters Score -1.797348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 165665 members 
Entering Unmasked Estep 
Score: -17973474.000000 Penalty: 3910.302734
	Iteration 144Q: 3 clusters Score -1.797347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -17973458.000000 Penalty: 3910.302734
	Iteration 145Q: 3 clusters Score -1.797346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -17973444.000000 Penalty: 3910.302734
	Iteration 146Q: 3 clusters Score -1.797344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -17973460.000000 Penalty: 3910.302734
	Iteration 147Q: 3 clusters Score -1.797346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -17973460.000000 Penalty: 3910.302734
	Iteration 148Q: 3 clusters Score -1.797346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -17973460.000000 Penalty: 3910.302734
	Iteration 149Q: 3 clusters Score -1.797346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 165730 members 
Entering Unmasked Estep 
Score: -17973456.000000 Penalty: 3910.302734
	Iteration 150Q: 3 clusters Score -1.797346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -17973450.000000 Penalty: 3910.302734
	Iteration 151Q: 3 clusters Score -1.797345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 165752 members 
Entering Unmasked Estep 
Score: -17973458.000000 Penalty: 3910.302734
	Iteration 152Q: 3 clusters Score -1.797346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -17973446.000000 Penalty: 3910.302734
	Iteration 153Q: 3 clusters Score -1.797345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
Score: -17973440.000000 Penalty: 3910.302734
	Iteration 154Q: 3 clusters Score -1.797344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -17973436.000000 Penalty: 3910.302734
	Iteration 155Q: 3 clusters Score -1.797344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -17973446.000000 Penalty: 3910.302734
	Iteration 156Q: 3 clusters Score -1.797345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -17973448.000000 Penalty: 3910.302734
	Iteration 157Q: 3 clusters Score -1.797345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -17973444.000000 Penalty: 3910.302734
	Iteration 158Q: 3 clusters Score -1.797344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 165787 members 
Entering Unmasked Estep 
Score: -17973434.000000 Penalty: 3910.302734
	Iteration 159Q: 3 clusters Score -1.797343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 165791 members 
Entering Unmasked Estep 
Score: -17973440.000000 Penalty: 3910.302734
	Iteration 160F: 3 clusters Score -1.797344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -17973426.000000 Penalty: 3910.302734
	Iteration 161Q: 3 clusters Score -1.797343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -17973420.000000 Penalty: 3910.302734
	Iteration 162Q: 3 clusters Score -1.797342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -17973428.000000 Penalty: 3910.302734
	Iteration 163Q: 3 clusters Score -1.797343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 165835 members 
Entering Unmasked Estep 
Score: -17973406.000000 Penalty: 3910.302734
	Iteration 164Q: 3 clusters Score -1.797341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -17973402.000000 Penalty: 3910.302734
	Iteration 165Q: 3 clusters Score -1.79734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -17973396.000000 Penalty: 3910.302734
	Iteration 166Q: 3 clusters Score -1.79734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -17973392.000000 Penalty: 3910.302734
	Iteration 167Q: 3 clusters Score -1.797339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -17973378.000000 Penalty: 3910.302734
	Iteration 168Q: 3 clusters Score -1.797338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 165870 members 
Entering Unmasked Estep 
Score: -17973386.000000 Penalty: 3910.302734
	Iteration 169Q: 3 clusters Score -1.797339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 165877 members 
Entering Unmasked Estep 
Score: -17973368.000000 Penalty: 3910.302734
	Iteration 170Q: 3 clusters Score -1.797337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 165885 members 
Entering Unmasked Estep 
Score: -17973372.000000 Penalty: 3910.302734
	Iteration 171Q: 3 clusters Score -1.797337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -17973358.000000 Penalty: 3910.302734
	Iteration 172Q: 3 clusters Score -1.797336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -17973368.000000 Penalty: 3910.302734
	Iteration 173Q: 3 clusters Score -1.797337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -17973360.000000 Penalty: 3910.302734
	Iteration 174Q: 3 clusters Score -1.797336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -17973364.000000 Penalty: 3910.302734
	Iteration 175Q: 3 clusters Score -1.797336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -17973360.000000 Penalty: 3910.302734
	Iteration 176Q: 3 clusters Score -1.797336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -17973364.000000 Penalty: 3910.302734
	Iteration 177Q: 3 clusters Score -1.797336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -17973380.000000 Penalty: 3910.302734
	Iteration 178Q: 3 clusters Score -1.797338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -17973372.000000 Penalty: 3910.302734
	Iteration 179Q: 3 clusters Score -1.797337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -17973360.000000 Penalty: 3910.302734
	Iteration 180F: 3 clusters Score -1.797336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -17973360.000000 Penalty: 3910.302734
	Iteration 181Q: 3 clusters Score -1.797336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 166104 members 
Entering Unmasked Estep 
Score: -17973346.000000 Penalty: 3910.302734
	Iteration 182Q: 3 clusters Score -1.797335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 166128 members 
Entering Unmasked Estep 
Score: -17973332.000000 Penalty: 3910.302734
	Iteration 183Q: 3 clusters Score -1.797333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -17973332.000000 Penalty: 3910.302734
	Iteration 184Q: 3 clusters Score -1.797333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -17973328.000000 Penalty: 3910.302734
	Iteration 185Q: 3 clusters Score -1.797333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -17973320.000000 Penalty: 3910.302734
	Iteration 186Q: 3 clusters Score -1.797332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -17973318.000000 Penalty: 3910.302734
	Iteration 187Q: 3 clusters Score -1.797332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -17973318.000000 Penalty: 3910.302734
	Iteration 188Q: 3 clusters Score -1.797332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -17973318.000000 Penalty: 3910.302734
	Iteration 189Q: 3 clusters Score -1.797332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -17973294.000000 Penalty: 3910.302734
	Iteration 190Q: 3 clusters Score -1.797329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 166302 members 
Entering Unmasked Estep 
Score: -17973308.000000 Penalty: 3910.302734
	Iteration 191Q: 3 clusters Score -1.797331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -17973308.000000 Penalty: 3910.302734
	Iteration 192Q: 3 clusters Score -1.797331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -17973304.000000 Penalty: 3910.302734
	Iteration 193Q: 3 clusters Score -1.79733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 166353 members 
Entering Unmasked Estep 
Score: -17973304.000000 Penalty: 3910.302734
	Iteration 194Q: 3 clusters Score -1.79733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 166369 members 
Entering Unmasked Estep 
Score: -17973304.000000 Penalty: 3910.302734
	Iteration 195Q: 3 clusters Score -1.79733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 166390 members 
Entering Unmasked Estep 
Score: -17973310.000000 Penalty: 3910.302734
	Iteration 196Q: 3 clusters Score -1.797331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -17973306.000000 Penalty: 3910.302734
	Iteration 197Q: 3 clusters Score -1.797331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 166430 members 
Entering Unmasked Estep 
Score: -17973314.000000 Penalty: 3910.302734
	Iteration 198Q: 3 clusters Score -1.797331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -17973324.000000 Penalty: 3910.302734
	Iteration 199Q: 3 clusters Score -1.797332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -17973322.000000 Penalty: 3910.302734
	Iteration 200F: 3 clusters Score -1.797332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -17973314.000000 Penalty: 3910.302734
	Iteration 201Q: 3 clusters Score -1.797331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 166478 members 
Entering Unmasked Estep 
Score: -17973314.000000 Penalty: 3910.302734
	Iteration 202Q: 3 clusters Score -1.797331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -17973312.000000 Penalty: 3910.302734
	Iteration 203Q: 3 clusters Score -1.797331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 166493 members 
Entering Unmasked Estep 
Score: -17973318.000000 Penalty: 3910.302734
	Iteration 204Q: 3 clusters Score -1.797332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 166502 members 
Entering Unmasked Estep 
Score: -17973318.000000 Penalty: 3910.302734
	Iteration 205Q: 3 clusters Score -1.797332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -17973336.000000 Penalty: 3910.302734
	Iteration 206Q: 3 clusters Score -1.797334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -17973322.000000 Penalty: 3910.302734
	Iteration 207Q: 3 clusters Score -1.797332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -17973328.000000 Penalty: 3910.302734
	Iteration 208Q: 3 clusters Score -1.797333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -17973328.000000 Penalty: 3910.302734
	Iteration 209Q: 3 clusters Score -1.797333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 166523 members 
Entering Unmasked Estep 
Score: -17973330.000000 Penalty: 3910.302734
	Iteration 210Q: 3 clusters Score -1.797333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -17973330.000000 Penalty: 3910.302734
	Iteration 211Q: 3 clusters Score -1.797333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -17973326.000000 Penalty: 3910.302734
	Iteration 212Q: 3 clusters Score -1.797333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -17973330.000000 Penalty: 3910.302734
	Iteration 213Q: 3 clusters Score -1.797333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -17973320.000000 Penalty: 3910.302734
	Iteration 214Q: 3 clusters Score -1.797332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -17973320.000000 Penalty: 3910.302734
	Iteration 215F: 3 clusters Score -1.797332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -286970.406250 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -286970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -284332.937500 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -284332.9 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284931.875000 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -284931.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -285085.343750 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -285085.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -285190.156250 Penalty: 2588.915039
	Iteration 3F: 3 clusters Score -285190.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -285276.937500 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -285276.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -285333.562500 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -285333.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -285378.343750 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -285378.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285419.187500 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -285419.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -285451.937500 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -285451.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -285475.031250 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -285475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285498.187500 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -285498.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285511.593750 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -285511.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -285523.906250 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -285523.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285537.312500 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -285537.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285549.000000 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -285549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285561.375000 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -285561.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -285574.281250 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -285574.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -285584.500000 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -285584.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285593.843750 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -285593.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -285600.781250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -285600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285610.312500 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -285610.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -285623.843750 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -285623.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285632.750000 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -285632.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -285641.812500 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -285641.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -285648.750000 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -285648.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -285655.000000 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -285655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285665.375000 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -285665.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -285676.437500 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -285676.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -285686.375000 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -285686.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285696.343750 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -285696.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -285709.000000 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -285709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -285723.593750 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -285723.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -285734.562500 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -285734.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -285745.125000 Penalty: 2588.915039
	Iteration 33Q: 3 clusters Score -285745.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -285756.156250 Penalty: 2588.915039
	Iteration 34Q: 3 clusters Score -285756.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -285764.875000 Penalty: 2588.915039
	Iteration 35Q: 3 clusters Score -285764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -285774.687500 Penalty: 2588.915039
	Iteration 36Q: 3 clusters Score -285774.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285784.750000 Penalty: 2588.915039
	Iteration 37Q: 3 clusters Score -285784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -285792.343750 Penalty: 2588.915039
	Iteration 38Q: 3 clusters Score -285792.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -285801.531250 Penalty: 2588.915039
	Iteration 39Q: 3 clusters Score -285801.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -285813.718750 Penalty: 2588.915039
	Iteration 40F: 3 clusters Score -285813.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -285831.687500 Penalty: 2588.915039
	Iteration 41Q: 3 clusters Score -285831.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -285856.343750 Penalty: 2588.915039
	Iteration 42Q: 3 clusters Score -285856.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -285893.781250 Penalty: 2588.915039
	Iteration 43Q: 3 clusters Score -285893.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -285941.531250 Penalty: 2588.915039
	Iteration 44Q: 3 clusters Score -285941.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -285986.843750 Penalty: 2588.915039
	Iteration 45Q: 3 clusters Score -285986.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -286033.062500 Penalty: 2588.915039
	Iteration 46Q: 3 clusters Score -286033.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -286074.625000 Penalty: 2588.915039
	Iteration 47Q: 3 clusters Score -286074.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -286116.500000 Penalty: 2588.915039
	Iteration 48Q: 3 clusters Score -286116.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -286149.625000 Penalty: 2588.915039
	Iteration 49Q: 3 clusters Score -286149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -286171.406250 Penalty: 2588.915039
	Iteration 50Q: 3 clusters Score -286171.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -286192.312500 Penalty: 2588.915039
	Iteration 51Q: 3 clusters Score -286192.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -286218.625000 Penalty: 2588.915039
	Iteration 52Q: 3 clusters Score -286218.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -286251.968750 Penalty: 2588.915039
	Iteration 53Q: 3 clusters Score -286252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -286282.687500 Penalty: 2588.915039
	Iteration 54Q: 3 clusters Score -286282.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -286302.468750 Penalty: 2588.915039
	Iteration 55Q: 3 clusters Score -286302.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -286322.843750 Penalty: 2588.915039
	Iteration 56Q: 3 clusters Score -286322.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -286335.312500 Penalty: 2588.915039
	Iteration 57Q: 3 clusters Score -286335.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -286348.187500 Penalty: 2588.915039
	Iteration 58Q: 3 clusters Score -286348.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -286361.281250 Penalty: 2588.915039
	Iteration 59Q: 3 clusters Score -286361.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -286370.593750 Penalty: 2588.915039
	Iteration 60F: 3 clusters Score -286370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -286374.375000 Penalty: 2588.915039
	Iteration 61Q: 3 clusters Score -286374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -286376.312500 Penalty: 2588.915039
	Iteration 62Q: 3 clusters Score -286376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -286377.812500 Penalty: 2588.915039
	Iteration 63Q: 3 clusters Score -286377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -286379.125000 Penalty: 2588.915039
	Iteration 64Q: 3 clusters Score -286379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -286379.343750 Penalty: 2588.915039
	Iteration 65Q: 3 clusters Score -286379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -286379.343750 Penalty: 2588.915039
	Iteration 66F: 3 clusters Score -286379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -474185.437500 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -474185.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -470293.875000 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -470293.9 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -471451.375000 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -471451.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -471720.125000 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -471720.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -471964.343750 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -471964.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -472168.000000 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -472168 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -472317.843750 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -472317.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -472447.093750 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -472447.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -472579.531250 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -472579.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -472709.593750 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -472709.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -472831.656250 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -472831.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -472938.375000 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -472938.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -473025.281250 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -473025.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -473100.875000 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -473100.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -473146.093750 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -473146.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -473175.312500 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -473175.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -473195.406250 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -473195.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -473216.406250 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -473216.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -473229.125000 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -473229.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -473238.593750 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -473238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -473247.000000 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -473247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -473254.000000 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -473254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -473263.093750 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -473263.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -473266.968750 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -473267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -473274.093750 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -473274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -473278.968750 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -473279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -473284.093750 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -473284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -473290.906250 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -473290.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -473297.281250 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -473297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -473301.625000 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -473301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -473304.906250 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -473304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -473307.156250 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -473307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -473309.812500 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -473309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -473311.906250 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -473311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -473315.156250 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -473315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -473316.937500 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -473316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -473317.468750 Penalty: 2758.121338
	Iteration 35Q: 3 clusters Score -473317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -473320.656250 Penalty: 2758.121338
	Iteration 36Q: 3 clusters Score -473320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -473323.468750 Penalty: 2758.121338
	Iteration 37Q: 3 clusters Score -473323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -473327.468750 Penalty: 2758.121338
	Iteration 38Q: 3 clusters Score -473327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -473329.687500 Penalty: 2758.121338
	Iteration 39Q: 3 clusters Score -473329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -473332.500000 Penalty: 2758.121338
	Iteration 40F: 3 clusters Score -473332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -473335.468750 Penalty: 2758.121338
	Iteration 41Q: 3 clusters Score -473335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -473338.250000 Penalty: 2758.121338
	Iteration 42Q: 3 clusters Score -473338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -473340.750000 Penalty: 2758.121338
	Iteration 43Q: 3 clusters Score -473340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -473341.781250 Penalty: 2758.121338
	Iteration 44Q: 3 clusters Score -473341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -473343.437500 Penalty: 2758.121338
	Iteration 45Q: 3 clusters Score -473343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -473345.093750 Penalty: 2758.121338
	Iteration 46Q: 3 clusters Score -473345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -473345.843750 Penalty: 2758.121338
	Iteration 47Q: 3 clusters Score -473345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -473345.406250 Penalty: 2758.121338
	Iteration 48Q: 3 clusters Score -473345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -473345.812500 Penalty: 2758.121338
	Iteration 49Q: 3 clusters Score -473345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -473345.812500 Penalty: 2758.121338
	Iteration 50F: 3 clusters Score -473345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Entering Unmasked Estep 
Score: -6674017.000000 Penalty: 1792.136353
	Iteration 0F: 2 clusters Score -6674017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6632819.000000 Penalty: 3584.272705
	Iteration 0F: 3 clusters Score -6632819 nChanged 29120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -6649778.500000 Penalty: 3584.272705
	Iteration 1F: 3 clusters Score -6649778 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -6650531.500000 Penalty: 3584.272705
	Iteration 2Q: 3 clusters Score -6650532 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -6651382.500000 Penalty: 3584.272705
	Iteration 3Q: 3 clusters Score -6651382 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -6652835.500000 Penalty: 3584.272705
	Iteration 4Q: 3 clusters Score -6652836 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6655059.500000 Penalty: 3584.272705
	Iteration 5F: 3 clusters Score -6655060 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6658623.500000 Penalty: 3584.272705
	Iteration 6F: 3 clusters Score -6658624 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6663040.500000 Penalty: 3584.272705
	Iteration 7F: 3 clusters Score -6663040 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -6667343.500000 Penalty: 3584.272705
	Iteration 8F: 3 clusters Score -6667344 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -6670008.500000 Penalty: 3584.272705
	Iteration 9Q: 3 clusters Score -6670008 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -6671311.500000 Penalty: 3584.272705
	Iteration 10Q: 3 clusters Score -6671312 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -6671913.500000 Penalty: 3584.272705
	Iteration 11Q: 3 clusters Score -6671914 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -6672178.500000 Penalty: 3584.272705
	Iteration 12Q: 3 clusters Score -6672178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -6672381.500000 Penalty: 3584.272705
	Iteration 13Q: 3 clusters Score -6672382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -6672495.000000 Penalty: 3584.272705
	Iteration 14Q: 3 clusters Score -6672495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -6672561.000000 Penalty: 3584.272705
	Iteration 15Q: 3 clusters Score -6672561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -6672614.000000 Penalty: 3584.272705
	Iteration 16Q: 3 clusters Score -6672614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -6672645.500000 Penalty: 3584.272705
	Iteration 17Q: 3 clusters Score -6672646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -6672678.000000 Penalty: 3584.272705
	Iteration 18Q: 3 clusters Score -6672678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -6672695.000000 Penalty: 3584.272705
	Iteration 19Q: 3 clusters Score -6672695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -6672702.500000 Penalty: 3584.272705
	Iteration 20F: 3 clusters Score -6672702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -6672705.500000 Penalty: 3584.272705
	Iteration 21Q: 3 clusters Score -6672706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -6672716.500000 Penalty: 3584.272705
	Iteration 22Q: 3 clusters Score -6672716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -6672717.500000 Penalty: 3584.272705
	Iteration 23Q: 3 clusters Score -6672718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -6672720.000000 Penalty: 3584.272705
	Iteration 24Q: 3 clusters Score -6672720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -6672716.500000 Penalty: 3584.272705
	Iteration 25Q: 3 clusters Score -6672716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -6672712.500000 Penalty: 3584.272705
	Iteration 26Q: 3 clusters Score -6672712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -6672716.500000 Penalty: 3584.272705
	Iteration 27Q: 3 clusters Score -6672716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -6672720.000000 Penalty: 3584.272705
	Iteration 28Q: 3 clusters Score -6672720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -6672719.500000 Penalty: 3584.272705
	Iteration 29Q: 3 clusters Score -6672720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -6672719.500000 Penalty: 3584.272705
	Iteration 30F: 3 clusters Score -6672720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1672942.750000 Penalty: 1566.453979
	Iteration 0F: 2 clusters Score -1672943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1662313.500000 Penalty: 3132.907959
	Iteration 0F: 3 clusters Score -1662314 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1666431.500000 Penalty: 3132.907959
	Iteration 1F: 3 clusters Score -1666432 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1667136.750000 Penalty: 3132.907959
	Iteration 2F: 3 clusters Score -1667137 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1667939.625000 Penalty: 3132.907959
	Iteration 3F: 3 clusters Score -1667940 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1668856.875000 Penalty: 3132.907959
	Iteration 4F: 3 clusters Score -1668857 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1669775.250000 Penalty: 3132.907959
	Iteration 5F: 3 clusters Score -1669775 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1670603.000000 Penalty: 3132.907959
	Iteration 6F: 3 clusters Score -1670603 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1671174.750000 Penalty: 3132.907959
	Iteration 7Q: 3 clusters Score -1671175 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1671506.000000 Penalty: 3132.907959
	Iteration 8Q: 3 clusters Score -1671506 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1671687.125000 Penalty: 3132.907959
	Iteration 9Q: 3 clusters Score -1671687 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1671815.125000 Penalty: 3132.907959
	Iteration 10Q: 3 clusters Score -1671815 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1671924.000000 Penalty: 3132.907959
	Iteration 11Q: 3 clusters Score -1671924 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1672015.625000 Penalty: 3132.907959
	Iteration 12Q: 3 clusters Score -1672016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1672077.875000 Penalty: 3132.907959
	Iteration 13Q: 3 clusters Score -1672078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1672132.625000 Penalty: 3132.907959
	Iteration 14Q: 3 clusters Score -1672133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1672170.000000 Penalty: 3132.907959
	Iteration 15Q: 3 clusters Score -1672170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1672204.375000 Penalty: 3132.907959
	Iteration 16Q: 3 clusters Score -1672204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1672229.500000 Penalty: 3132.907959
	Iteration 17Q: 3 clusters Score -1672230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1672256.250000 Penalty: 3132.907959
	Iteration 18Q: 3 clusters Score -1672256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1672269.250000 Penalty: 3132.907959
	Iteration 19Q: 3 clusters Score -1672269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1672281.375000 Penalty: 3132.907959
	Iteration 20F: 3 clusters Score -1672281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1672290.000000 Penalty: 3132.907959
	Iteration 21Q: 3 clusters Score -1672290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1672300.000000 Penalty: 3132.907959
	Iteration 22Q: 3 clusters Score -1672300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1672308.625000 Penalty: 3132.907959
	Iteration 23Q: 3 clusters Score -1672309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1672313.500000 Penalty: 3132.907959
	Iteration 24Q: 3 clusters Score -1672314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1672325.250000 Penalty: 3132.907959
	Iteration 25Q: 3 clusters Score -1672325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1672328.375000 Penalty: 3132.907959
	Iteration 26Q: 3 clusters Score -1672328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1672335.500000 Penalty: 3132.907959
	Iteration 27Q: 3 clusters Score -1672336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1672340.250000 Penalty: 3132.907959
	Iteration 28Q: 3 clusters Score -1672340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1672346.875000 Penalty: 3132.907959
	Iteration 29Q: 3 clusters Score -1672347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1672343.125000 Penalty: 3132.907959
	Iteration 30Q: 3 clusters Score -1672343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1672348.000000 Penalty: 3132.907959
	Iteration 31Q: 3 clusters Score -1672348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1672349.625000 Penalty: 3132.907959
	Iteration 32Q: 3 clusters Score -1672350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1672353.875000 Penalty: 3132.907959
	Iteration 33Q: 3 clusters Score -1672354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1672354.625000 Penalty: 3132.907959
	Iteration 34Q: 3 clusters Score -1672355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1672362.000000 Penalty: 3132.907959
	Iteration 35Q: 3 clusters Score -1672362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1672361.625000 Penalty: 3132.907959
	Iteration 36Q: 3 clusters Score -1672362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1672366.875000 Penalty: 3132.907959
	Iteration 37Q: 3 clusters Score -1672367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1672369.375000 Penalty: 3132.907959
	Iteration 38Q: 3 clusters Score -1672369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1672373.375000 Penalty: 3132.907959
	Iteration 39Q: 3 clusters Score -1672373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1672376.500000 Penalty: 3132.907959
	Iteration 40F: 3 clusters Score -1672376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1672377.875000 Penalty: 3132.907959
	Iteration 41Q: 3 clusters Score -1672378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1672377.875000 Penalty: 3132.907959
	Iteration 42F: 3 clusters Score -1672378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Entering Unmasked Estep 
Score: -1626498.250000 Penalty: 1567.234985
	Iteration 0F: 2 clusters Score -1626498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1615713.000000 Penalty: 3134.469971
	Iteration 0F: 3 clusters Score -1615713 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1619726.875000 Penalty: 3134.469971
	Iteration 1F: 3 clusters Score -1619727 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1620160.500000 Penalty: 3134.469971
	Iteration 2F: 3 clusters Score -1620160 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1620609.375000 Penalty: 3134.469971
	Iteration 3F: 3 clusters Score -1620609 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1621142.750000 Penalty: 3134.469971
	Iteration 4F: 3 clusters Score -1621143 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1621721.750000 Penalty: 3134.469971
	Iteration 5F: 3 clusters Score -1621722 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1622349.625000 Penalty: 3134.469971
	Iteration 6F: 3 clusters Score -1622350 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1622903.875000 Penalty: 3134.469971
	Iteration 7F: 3 clusters Score -1622904 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1623383.500000 Penalty: 3134.469971
	Iteration 8Q: 3 clusters Score -1623384 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1623779.750000 Penalty: 3134.469971
	Iteration 9Q: 3 clusters Score -1623780 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1624026.250000 Penalty: 3134.469971
	Iteration 10Q: 3 clusters Score -1624026 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1624184.125000 Penalty: 3134.469971
	Iteration 11Q: 3 clusters Score -1624184 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1624303.750000 Penalty: 3134.469971
	Iteration 12Q: 3 clusters Score -1624304 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1624390.625000 Penalty: 3134.469971
	Iteration 13Q: 3 clusters Score -1624391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1624479.750000 Penalty: 3134.469971
	Iteration 14Q: 3 clusters Score -1624480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1624540.000000 Penalty: 3134.469971
	Iteration 15Q: 3 clusters Score -1624540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1624592.250000 Penalty: 3134.469971
	Iteration 16Q: 3 clusters Score -1624592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1624662.875000 Penalty: 3134.469971
	Iteration 17Q: 3 clusters Score -1624663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1624748.375000 Penalty: 3134.469971
	Iteration 18Q: 3 clusters Score -1624748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1624831.250000 Penalty: 3134.469971
	Iteration 19Q: 3 clusters Score -1624831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1624900.250000 Penalty: 3134.469971
	Iteration 20F: 3 clusters Score -1624900 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1625002.375000 Penalty: 3134.469971
	Iteration 21Q: 3 clusters Score -1625002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1625129.250000 Penalty: 3134.469971
	Iteration 22Q: 3 clusters Score -1625129 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1625253.625000 Penalty: 3134.469971
	Iteration 23Q: 3 clusters Score -1625254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1625357.125000 Penalty: 3134.469971
	Iteration 24Q: 3 clusters Score -1625357 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1625428.000000 Penalty: 3134.469971
	Iteration 25Q: 3 clusters Score -1625428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1625493.625000 Penalty: 3134.469971
	Iteration 26Q: 3 clusters Score -1625494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1625538.000000 Penalty: 3134.469971
	Iteration 27Q: 3 clusters Score -1625538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1625565.375000 Penalty: 3134.469971
	Iteration 28Q: 3 clusters Score -1625565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1625581.750000 Penalty: 3134.469971
	Iteration 29Q: 3 clusters Score -1625582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1625594.125000 Penalty: 3134.469971
	Iteration 30Q: 3 clusters Score -1625594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1625618.750000 Penalty: 3134.469971
	Iteration 31Q: 3 clusters Score -1625619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1625631.125000 Penalty: 3134.469971
	Iteration 32Q: 3 clusters Score -1625631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1625640.000000 Penalty: 3134.469971
	Iteration 33Q: 3 clusters Score -1625640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1625662.125000 Penalty: 3134.469971
	Iteration 34Q: 3 clusters Score -1625662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1625675.375000 Penalty: 3134.469971
	Iteration 35Q: 3 clusters Score -1625675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1625681.875000 Penalty: 3134.469971
	Iteration 36Q: 3 clusters Score -1625682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1625688.750000 Penalty: 3134.469971
	Iteration 37Q: 3 clusters Score -1625689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1625694.500000 Penalty: 3134.469971
	Iteration 38Q: 3 clusters Score -1625694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1625699.375000 Penalty: 3134.469971
	Iteration 39Q: 3 clusters Score -1625699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1625699.625000 Penalty: 3134.469971
	Iteration 40F: 3 clusters Score -1625700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1625701.250000 Penalty: 3134.469971
	Iteration 41Q: 3 clusters Score -1625701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1625700.750000 Penalty: 3134.469971
	Iteration 42Q: 3 clusters Score -1625701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1625701.750000 Penalty: 3134.469971
	Iteration 43Q: 3 clusters Score -1625702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1625702.625000 Penalty: 3134.469971
	Iteration 44Q: 3 clusters Score -1625703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1625702.625000 Penalty: 3134.469971
	Iteration 45F: 3 clusters Score -1625703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -22495.964844 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -22495.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21840.298828 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -21840.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22162.714844 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -22162.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22333.634766 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -22333.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22529.710938 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -22529.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22564.046875 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -22564.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22569.062500 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -22569.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22575.890625 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -22575.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22583.947266 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -22583.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22595.175781 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -22595.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22607.371094 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -22607.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22614.099609 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -22614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22619.376953 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -22619.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22624.486328 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -22624.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22628.308594 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -22628.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22628.308594 Penalty: 1854.810913
	Iteration 14F: 3 clusters Score -22628.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157840 members 
Mstep: Class 6 contains 22188 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 25115 members 
Mstep: Class 9 contains 167997 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61607 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 15363 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 119 members 
Mstep: Class 17 contains 23896 members 
Mstep: Class 18 contains 210606 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
Score: -84485608.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84486728.000000 to -84485608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Entering Unmasked Estep 
Score: -2599401.000000 Penalty: 1638.238281
	Iteration 0F: 2 clusters Score -2599401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2583187.750000 Penalty: 3276.476562
	Iteration 0F: 3 clusters Score -2583188 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2589133.000000 Penalty: 3276.476562
	Iteration 1F: 3 clusters Score -2589133 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2589479.250000 Penalty: 3276.476562
	Iteration 2Q: 3 clusters Score -2589479 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2589868.500000 Penalty: 3276.476562
	Iteration 3Q: 3 clusters Score -2589868 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2590321.000000 Penalty: 3276.476562
	Iteration 4Q: 3 clusters Score -2590321 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2590836.000000 Penalty: 3276.476562
	Iteration 5Q: 3 clusters Score -2590836 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2591422.000000 Penalty: 3276.476562
	Iteration 6Q: 3 clusters Score -2591422 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2592119.000000 Penalty: 3276.476562
	Iteration 7F: 3 clusters Score -2592119 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2592936.500000 Penalty: 3276.476562
	Iteration 8F: 3 clusters Score -2592936 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2593876.250000 Penalty: 3276.476562
	Iteration 9F: 3 clusters Score -2593876 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2594777.250000 Penalty: 3276.476562
	Iteration 10F: 3 clusters Score -2594777 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2595347.750000 Penalty: 3276.476562
	Iteration 11Q: 3 clusters Score -2595348 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2595668.250000 Penalty: 3276.476562
	Iteration 12Q: 3 clusters Score -2595668 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2595860.250000 Penalty: 3276.476562
	Iteration 13Q: 3 clusters Score -2595860 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2595992.750000 Penalty: 3276.476562
	Iteration 14Q: 3 clusters Score -2595993 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2596081.500000 Penalty: 3276.476562
	Iteration 15Q: 3 clusters Score -2596082 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2596165.750000 Penalty: 3276.476562
	Iteration 16Q: 3 clusters Score -2596166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2596237.500000 Penalty: 3276.476562
	Iteration 17Q: 3 clusters Score -2596238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2596303.750000 Penalty: 3276.476562
	Iteration 18Q: 3 clusters Score -2596304 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2596360.250000 Penalty: 3276.476562
	Iteration 19Q: 3 clusters Score -2596360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2596421.250000 Penalty: 3276.476562
	Iteration 20F: 3 clusters Score -2596421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2596451.750000 Penalty: 3276.476562
	Iteration 21Q: 3 clusters Score -2596452 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2596487.000000 Penalty: 3276.476562
	Iteration 22Q: 3 clusters Score -2596487 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2596511.250000 Penalty: 3276.476562
	Iteration 23Q: 3 clusters Score -2596511 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2596532.500000 Penalty: 3276.476562
	Iteration 24Q: 3 clusters Score -2596532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2596545.750000 Penalty: 3276.476562
	Iteration 25Q: 3 clusters Score -2596546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2596590.750000 Penalty: 3276.476562
	Iteration 26Q: 3 clusters Score -2596591 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2596605.250000 Penalty: 3276.476562
	Iteration 27Q: 3 clusters Score -2596605 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2596630.750000 Penalty: 3276.476562
	Iteration 28Q: 3 clusters Score -2596631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2596640.750000 Penalty: 3276.476562
	Iteration 29Q: 3 clusters Score -2596641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2596654.000000 Penalty: 3276.476562
	Iteration 30Q: 3 clusters Score -2596654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2596673.750000 Penalty: 3276.476562
	Iteration 31Q: 3 clusters Score -2596674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2596698.500000 Penalty: 3276.476562
	Iteration 32Q: 3 clusters Score -2596698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2596718.250000 Penalty: 3276.476562
	Iteration 33Q: 3 clusters Score -2596718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2596745.500000 Penalty: 3276.476562
	Iteration 34Q: 3 clusters Score -2596746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2596770.750000 Penalty: 3276.476562
	Iteration 35Q: 3 clusters Score -2596771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2596806.750000 Penalty: 3276.476562
	Iteration 36Q: 3 clusters Score -2596807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2596822.250000 Penalty: 3276.476562
	Iteration 37Q: 3 clusters Score -2596822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2596843.000000 Penalty: 3276.476562
	Iteration 38Q: 3 clusters Score -2596843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2596868.250000 Penalty: 3276.476562
	Iteration 39Q: 3 clusters Score -2596868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2596886.250000 Penalty: 3276.476562
	Iteration 40F: 3 clusters Score -2596886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2596926.500000 Penalty: 3276.476562
	Iteration 41Q: 3 clusters Score -2596926 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2596951.000000 Penalty: 3276.476562
	Iteration 42Q: 3 clusters Score -2596951 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2596992.250000 Penalty: 3276.476562
	Iteration 43Q: 3 clusters Score -2596992 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2597024.250000 Penalty: 3276.476562
	Iteration 44Q: 3 clusters Score -2597024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2597062.250000 Penalty: 3276.476562
	Iteration 45Q: 3 clusters Score -2597062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2597085.000000 Penalty: 3276.476562
	Iteration 46Q: 3 clusters Score -2597085 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2597128.250000 Penalty: 3276.476562
	Iteration 47Q: 3 clusters Score -2597128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2597159.750000 Penalty: 3276.476562
	Iteration 48Q: 3 clusters Score -2597160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2597184.500000 Penalty: 3276.476562
	Iteration 49Q: 3 clusters Score -2597184 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2597212.250000 Penalty: 3276.476562
	Iteration 50Q: 3 clusters Score -2597212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2597243.000000 Penalty: 3276.476562
	Iteration 51Q: 3 clusters Score -2597243 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2597273.000000 Penalty: 3276.476562
	Iteration 52Q: 3 clusters Score -2597273 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2597300.250000 Penalty: 3276.476562
	Iteration 53Q: 3 clusters Score -2597300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2597325.750000 Penalty: 3276.476562
	Iteration 54Q: 3 clusters Score -2597326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2597341.250000 Penalty: 3276.476562
	Iteration 55Q: 3 clusters Score -2597341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2597370.750000 Penalty: 3276.476562
	Iteration 56Q: 3 clusters Score -2597371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2597392.000000 Penalty: 3276.476562
	Iteration 57Q: 3 clusters Score -2597392 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2597420.000000 Penalty: 3276.476562
	Iteration 58Q: 3 clusters Score -2597420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2597437.750000 Penalty: 3276.476562
	Iteration 59Q: 3 clusters Score -2597438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2597480.750000 Penalty: 3276.476562
	Iteration 60F: 3 clusters Score -2597481 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2597502.000000 Penalty: 3276.476562
	Iteration 61Q: 3 clusters Score -2597502 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2597547.000000 Penalty: 3276.476562
	Iteration 62Q: 3 clusters Score -2597547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2597581.750000 Penalty: 3276.476562
	Iteration 63Q: 3 clusters Score -2597582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2597603.000000 Penalty: 3276.476562
	Iteration 64Q: 3 clusters Score -2597603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2597625.500000 Penalty: 3276.476562
	Iteration 65Q: 3 clusters Score -2597626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2597643.250000 Penalty: 3276.476562
	Iteration 66Q: 3 clusters Score -2597643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2597654.500000 Penalty: 3276.476562
	Iteration 67Q: 3 clusters Score -2597654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2597673.500000 Penalty: 3276.476562
	Iteration 68Q: 3 clusters Score -2597674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2597686.750000 Penalty: 3276.476562
	Iteration 69Q: 3 clusters Score -2597687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2597690.000000 Penalty: 3276.476562
	Iteration 70Q: 3 clusters Score -2597690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2597695.500000 Penalty: 3276.476562
	Iteration 71Q: 3 clusters Score -2597696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2597701.750000 Penalty: 3276.476562
	Iteration 72Q: 3 clusters Score -2597702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2597713.000000 Penalty: 3276.476562
	Iteration 73Q: 3 clusters Score -2597713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2597733.750000 Penalty: 3276.476562
	Iteration 74Q: 3 clusters Score -2597734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2597747.000000 Penalty: 3276.476562
	Iteration 75Q: 3 clusters Score -2597747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2597762.000000 Penalty: 3276.476562
	Iteration 76Q: 3 clusters Score -2597762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2597781.500000 Penalty: 3276.476562
	Iteration 77Q: 3 clusters Score -2597782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2597804.750000 Penalty: 3276.476562
	Iteration 78Q: 3 clusters Score -2597805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2597819.500000 Penalty: 3276.476562
	Iteration 79Q: 3 clusters Score -2597820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2597823.000000 Penalty: 3276.476562
	Iteration 80F: 3 clusters Score -2597823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2597845.750000 Penalty: 3276.476562
	Iteration 81Q: 3 clusters Score -2597846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2597869.500000 Penalty: 3276.476562
	Iteration 82Q: 3 clusters Score -2597870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2597882.750000 Penalty: 3276.476562
	Iteration 83Q: 3 clusters Score -2597883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2597900.750000 Penalty: 3276.476562
	Iteration 84Q: 3 clusters Score -2597901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2597924.750000 Penalty: 3276.476562
	Iteration 85Q: 3 clusters Score -2597925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2597933.250000 Penalty: 3276.476562
	Iteration 86Q: 3 clusters Score -2597933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2597951.000000 Penalty: 3276.476562
	Iteration 87Q: 3 clusters Score -2597951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2597968.000000 Penalty: 3276.476562
	Iteration 88Q: 3 clusters Score -2597968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2597977.000000 Penalty: 3276.476562
	Iteration 89Q: 3 clusters Score -2597977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2597988.250000 Penalty: 3276.476562
	Iteration 90Q: 3 clusters Score -2597988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2598005.500000 Penalty: 3276.476562
	Iteration 91Q: 3 clusters Score -2598006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2598014.000000 Penalty: 3276.476562
	Iteration 92Q: 3 clusters Score -2598014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2598022.750000 Penalty: 3276.476562
	Iteration 93Q: 3 clusters Score -2598023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2598035.750000 Penalty: 3276.476562
	Iteration 94Q: 3 clusters Score -2598036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2598040.750000 Penalty: 3276.476562
	Iteration 95Q: 3 clusters Score -2598041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2598054.000000 Penalty: 3276.476562
	Iteration 96Q: 3 clusters Score -2598054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2598064.000000 Penalty: 3276.476562
	Iteration 97Q: 3 clusters Score -2598064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2598065.250000 Penalty: 3276.476562
	Iteration 98Q: 3 clusters Score -2598065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2598081.250000 Penalty: 3276.476562
	Iteration 99Q: 3 clusters Score -2598081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2598091.500000 Penalty: 3276.476562
	Iteration 100F: 3 clusters Score -2598092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2598110.500000 Penalty: 3276.476562
	Iteration 101Q: 3 clusters Score -2598110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2598111.250000 Penalty: 3276.476562
	Iteration 102Q: 3 clusters Score -2598111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2598120.000000 Penalty: 3276.476562
	Iteration 103Q: 3 clusters Score -2598120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2598127.000000 Penalty: 3276.476562
	Iteration 104Q: 3 clusters Score -2598127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2598124.750000 Penalty: 3276.476562
	Iteration 105Q: 3 clusters Score -2598125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2598126.750000 Penalty: 3276.476562
	Iteration 106Q: 3 clusters Score -2598127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2598123.250000 Penalty: 3276.476562
	Iteration 107Q: 3 clusters Score -2598123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2598128.750000 Penalty: 3276.476562
	Iteration 108Q: 3 clusters Score -2598129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2598129.750000 Penalty: 3276.476562
	Iteration 109Q: 3 clusters Score -2598130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2598136.000000 Penalty: 3276.476562
	Iteration 110Q: 3 clusters Score -2598136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2598133.000000 Penalty: 3276.476562
	Iteration 111Q: 3 clusters Score -2598133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2598138.750000 Penalty: 3276.476562
	Iteration 112Q: 3 clusters Score -2598139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2598142.500000 Penalty: 3276.476562
	Iteration 113Q: 3 clusters Score -2598142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2598147.250000 Penalty: 3276.476562
	Iteration 114Q: 3 clusters Score -2598147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2598147.250000 Penalty: 3276.476562
	Iteration 115Q: 3 clusters Score -2598147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2598152.500000 Penalty: 3276.476562
	Iteration 116Q: 3 clusters Score -2598152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2598154.250000 Penalty: 3276.476562
	Iteration 117Q: 3 clusters Score -2598154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2598159.750000 Penalty: 3276.476562
	Iteration 118Q: 3 clusters Score -2598160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2598158.250000 Penalty: 3276.476562
	Iteration 119Q: 3 clusters Score -2598158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2598153.250000 Penalty: 3276.476562
	Iteration 120F: 3 clusters Score -2598153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2598162.500000 Penalty: 3276.476562
	Iteration 121Q: 3 clusters Score -2598162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2598161.750000 Penalty: 3276.476562
	Iteration 122Q: 3 clusters Score -2598162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2598161.250000 Penalty: 3276.476562
	Iteration 123Q: 3 clusters Score -2598161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2598164.750000 Penalty: 3276.476562
	Iteration 124Q: 3 clusters Score -2598165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2598166.750000 Penalty: 3276.476562
	Iteration 125Q: 3 clusters Score -2598167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2598171.000000 Penalty: 3276.476562
	Iteration 126Q: 3 clusters Score -2598171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2598170.500000 Penalty: 3276.476562
	Iteration 127Q: 3 clusters Score -2598170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2598168.500000 Penalty: 3276.476562
	Iteration 128Q: 3 clusters Score -2598168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2598175.500000 Penalty: 3276.476562
	Iteration 129Q: 3 clusters Score -2598176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2598174.750000 Penalty: 3276.476562
	Iteration 130Q: 3 clusters Score -2598175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2598176.250000 Penalty: 3276.476562
	Iteration 131Q: 3 clusters Score -2598176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2598176.250000 Penalty: 3276.476562
	Iteration 132Q: 3 clusters Score -2598176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2598176.250000 Penalty: 3276.476562
	Iteration 133F: 3 clusters Score -2598176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (210606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210606 members 
Entering Unmasked Estep 
Score: -22374338.000000 Penalty: 1991.883545
	Iteration 0F: 2 clusters Score -2.237434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
Score: -22238548.000000 Penalty: 3983.767090
	Iteration 0F: 3 clusters Score -2.223855e+07 nChanged 102193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -22299492.000000 Penalty: 3983.767090
	Iteration 1F: 3 clusters Score -2.229949e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -22301030.000000 Penalty: 3983.767090
	Iteration 2Q: 3 clusters Score -2.230103e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -22303400.000000 Penalty: 3983.767090
	Iteration 3Q: 3 clusters Score -2.23034e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -22306800.000000 Penalty: 3983.767090
	Iteration 4Q: 3 clusters Score -2.23068e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119570 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -22312088.000000 Penalty: 3983.767090
	Iteration 5Q: 3 clusters Score -2.231209e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -22320600.000000 Penalty: 3983.767090
	Iteration 6F: 3 clusters Score -2.23206e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -22332264.000000 Penalty: 3983.767090
	Iteration 7F: 3 clusters Score -2.233226e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -22344540.000000 Penalty: 3983.767090
	Iteration 8F: 3 clusters Score -2.234454e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -22353088.000000 Penalty: 3983.767090
	Iteration 9F: 3 clusters Score -2.235309e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -22357416.000000 Penalty: 3983.767090
	Iteration 10Q: 3 clusters Score -2.235742e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -22360224.000000 Penalty: 3983.767090
	Iteration 11Q: 3 clusters Score -2.236022e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -22362898.000000 Penalty: 3983.767090
	Iteration 12Q: 3 clusters Score -2.23629e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176778 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -22365198.000000 Penalty: 3983.767090
	Iteration 13Q: 3 clusters Score -2.23652e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -22367316.000000 Penalty: 3983.767090
	Iteration 14Q: 3 clusters Score -2.236732e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -22368784.000000 Penalty: 3983.767090
	Iteration 15Q: 3 clusters Score -2.236878e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189965 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -22369964.000000 Penalty: 3983.767090
	Iteration 16Q: 3 clusters Score -2.236996e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193181 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -22370706.000000 Penalty: 3983.767090
	Iteration 17Q: 3 clusters Score -2.237071e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195917 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -22371336.000000 Penalty: 3983.767090
	Iteration 18Q: 3 clusters Score -2.237134e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198186 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -22371986.000000 Penalty: 3983.767090
	Iteration 19Q: 3 clusters Score -2.237199e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -22372382.000000 Penalty: 3983.767090
	Iteration 20F: 3 clusters Score -2.237238e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201662 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -22372788.000000 Penalty: 3983.767090
	Iteration 21Q: 3 clusters Score -2.237279e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203015 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -22372998.000000 Penalty: 3983.767090
	Iteration 22Q: 3 clusters Score -2.2373e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204225 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -22373328.000000 Penalty: 3983.767090
	Iteration 23Q: 3 clusters Score -2.237333e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205212 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -22373494.000000 Penalty: 3983.767090
	Iteration 24Q: 3 clusters Score -2.237349e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205958 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -22373586.000000 Penalty: 3983.767090
	Iteration 25Q: 3 clusters Score -2.237359e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206534 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -22373578.000000 Penalty: 3983.767090
	Iteration 26Q: 3 clusters Score -2.237358e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -22373660.000000 Penalty: 3983.767090
	Iteration 27Q: 3 clusters Score -2.237366e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207320 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -22373638.000000 Penalty: 3983.767090
	Iteration 28Q: 3 clusters Score -2.237364e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207633 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -22373638.000000 Penalty: 3983.767090
	Iteration 29Q: 3 clusters Score -2.237364e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207881 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22373626.000000 Penalty: 3983.767090
	Iteration 30Q: 3 clusters Score -2.237363e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208059 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -22373592.000000 Penalty: 3983.767090
	Iteration 31Q: 3 clusters Score -2.237359e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22373666.000000 Penalty: 3983.767090
	Iteration 32Q: 3 clusters Score -2.237367e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208325 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -22373662.000000 Penalty: 3983.767090
	Iteration 33Q: 3 clusters Score -2.237366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208415 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -22373666.000000 Penalty: 3983.767090
	Iteration 34Q: 3 clusters Score -2.237367e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208499 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22373680.000000 Penalty: 3983.767090
	Iteration 35Q: 3 clusters Score -2.237368e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208560 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22373674.000000 Penalty: 3983.767090
	Iteration 36Q: 3 clusters Score -2.237367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208602 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22373662.000000 Penalty: 3983.767090
	Iteration 37Q: 3 clusters Score -2.237366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208638 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22373634.000000 Penalty: 3983.767090
	Iteration 38Q: 3 clusters Score -2.237363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208663 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22373612.000000 Penalty: 3983.767090
	Iteration 39Q: 3 clusters Score -2.237361e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208683 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22373624.000000 Penalty: 3983.767090
	Iteration 40F: 3 clusters Score -2.237362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22373628.000000 Penalty: 3983.767090
	Iteration 41Q: 3 clusters Score -2.237363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208717 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22373614.000000 Penalty: 3983.767090
	Iteration 42Q: 3 clusters Score -2.237361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208729 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -22373628.000000 Penalty: 3983.767090
	Iteration 43Q: 3 clusters Score -2.237363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208735 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22373618.000000 Penalty: 3983.767090
	Iteration 44Q: 3 clusters Score -2.237362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208744 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -22373616.000000 Penalty: 3983.767090
	Iteration 45Q: 3 clusters Score -2.237362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208754 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22373632.000000 Penalty: 3983.767090
	Iteration 46Q: 3 clusters Score -2.237363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208758 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22373622.000000 Penalty: 3983.767090
	Iteration 47Q: 3 clusters Score -2.237362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208762 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22373628.000000 Penalty: 3983.767090
	Iteration 48Q: 3 clusters Score -2.237363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208763 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -22373624.000000 Penalty: 3983.767090
	Iteration 49Q: 3 clusters Score -2.237362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208766 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22373628.000000 Penalty: 3983.767090
	Iteration 50Q: 3 clusters Score -2.237363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208766 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22373628.000000 Penalty: 3983.767090
	Iteration 51F: 3 clusters Score -2.237363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -517839.593750 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -517839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -513864.437500 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -513864.4 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -515390.781250 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -515390.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -515979.437500 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -515979.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -516465.375000 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -516465.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -516804.343750 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -516804.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -517050.062500 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -517050.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -517182.937500 Penalty: 2774.523682
	Iteration 6Q: 3 clusters Score -517182.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -517268.968750 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -517269 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -517316.906250 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -517316.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -517355.093750 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -517355.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -517385.312500 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -517385.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -517416.437500 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -517416.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -517443.250000 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -517443.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -517467.375000 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -517467.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -517482.875000 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -517482.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -517495.125000 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -517495.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -517503.125000 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -517503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -517511.062500 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -517511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -517517.218750 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -517517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -517519.656250 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -517519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -517522.875000 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -517522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -517524.062500 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -517524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -517525.531250 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -517525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -517527.125000 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -517527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -517528.343750 Penalty: 2774.523682
	Iteration 24Q: 3 clusters Score -517528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -517528.062500 Penalty: 2774.523682
	Iteration 25Q: 3 clusters Score -517528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -517527.781250 Penalty: 2774.523682
	Iteration 26Q: 3 clusters Score -517527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -517528.375000 Penalty: 2774.523682
	Iteration 27Q: 3 clusters Score -517528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -517528.093750 Penalty: 2774.523682
	Iteration 28Q: 3 clusters Score -517528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -517529.531250 Penalty: 2774.523682
	Iteration 29Q: 3 clusters Score -517529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -517530.500000 Penalty: 2774.523682
	Iteration 30Q: 3 clusters Score -517530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -517531.562500 Penalty: 2774.523682
	Iteration 31Q: 3 clusters Score -517531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -517531.781250 Penalty: 2774.523682
	Iteration 32Q: 3 clusters Score -517531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -517533.187500 Penalty: 2774.523682
	Iteration 33Q: 3 clusters Score -517533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -517533.468750 Penalty: 2774.523682
	Iteration 34Q: 3 clusters Score -517533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -517533.718750 Penalty: 2774.523682
	Iteration 35Q: 3 clusters Score -517533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -517533.593750 Penalty: 2774.523682
	Iteration 36Q: 3 clusters Score -517533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -517533.593750 Penalty: 2774.523682
	Iteration 37F: 3 clusters Score -517533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157840 members 
Mstep: Class 6 contains 22188 members 
Mstep: Class 7 contains 15828 members 
Mstep: Class 8 contains 25115 members 
Mstep: Class 9 contains 167997 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61607 members 
Mstep: Class 14 contains 15363 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23896 members 
Mstep: Class 18 contains 210606 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 239Q: 19 clusters Score -8.448677e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54121 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157848 members 
Mstep: Class 6 contains 22165 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 25116 members 
Mstep: Class 9 contains 168009 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61595 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23900 members 
Mstep: Class 18 contains 210630 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 240F: 19 clusters Score -8.448678e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 157854 members 
Mstep: Class 6 contains 22146 members 
Mstep: Class 7 contains 15812 members 
Mstep: Class 8 contains 25118 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61583 members 
Mstep: Class 14 contains 15358 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23907 members 
Mstep: Class 18 contains 210656 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 241Q: 19 clusters Score -8.448677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157848 members 
Mstep: Class 6 contains 22129 members 
Mstep: Class 7 contains 15807 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168010 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61576 members 
Mstep: Class 14 contains 15357 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23906 members 
Mstep: Class 18 contains 210694 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 242Q: 19 clusters Score -8.448678e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157837 members 
Mstep: Class 6 contains 22109 members 
Mstep: Class 7 contains 15808 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 168018 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61572 members 
Mstep: Class 14 contains 15353 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23911 members 
Mstep: Class 18 contains 210719 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 243Q: 19 clusters Score -8.448678e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157834 members 
Mstep: Class 6 contains 22098 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168016 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61568 members 
Mstep: Class 14 contains 15350 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23915 members 
Mstep: Class 18 contains 210743 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 244Q: 19 clusters Score -8.448678e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157825 members 
Mstep: Class 6 contains 22089 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61563 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23920 members 
Mstep: Class 18 contains 210769 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 245Q: 19 clusters Score -8.448677e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157825 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168010 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61559 members 
Mstep: Class 14 contains 15343 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 210789 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486704.000000 Penalty: 39790.128906
Iteration 246Q: 19 clusters Score -8.44867e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54114 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157830 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 15799 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 168017 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61546 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 15441 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 210804 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486784.000000 Penalty: 39790.128906
Iteration 247Q: 19 clusters Score -8.448678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54115 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157835 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 168027 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61543 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23931 members 
Mstep: Class 18 contains 210808 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486680.000000 Penalty: 39790.128906
Iteration 248Q: 19 clusters Score -8.448668e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157842 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168016 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61538 members 
Mstep: Class 14 contains 15343 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23936 members 
Mstep: Class 18 contains 210822 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486688.000000 Penalty: 39790.128906
Iteration 249Q: 19 clusters Score -8.448669e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157842 members 
Mstep: Class 6 contains 22015 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 25118 members 
Mstep: Class 9 contains 168015 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61538 members 
Mstep: Class 14 contains 15343 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23936 members 
Mstep: Class 18 contains 210840 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486744.000000 Penalty: 39790.128906
Iteration 250Q: 19 clusters Score -8.448674e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157848 members 
Mstep: Class 6 contains 22004 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168012 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61538 members 
Mstep: Class 14 contains 15345 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23936 members 
Mstep: Class 18 contains 210844 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486752.000000 Penalty: 39790.128906
Iteration 251Q: 19 clusters Score -8.448675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157848 members 
Mstep: Class 6 contains 21992 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 168011 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61539 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 210855 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486728.000000 Penalty: 39790.128906
Iteration 252Q: 19 clusters Score -8.448673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157839 members 
Mstep: Class 6 contains 21985 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168010 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61534 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 210871 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486744.000000 Penalty: 39790.128906
Iteration 253Q: 19 clusters Score -8.448674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157832 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 15795 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168011 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61531 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 210891 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 254Q: 19 clusters Score -8.448678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157830 members 
Mstep: Class 6 contains 21972 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168006 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61529 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 210906 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486736.000000 Penalty: 39790.128906
Iteration 255Q: 19 clusters Score -8.448674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157828 members 
Mstep: Class 6 contains 21970 members 
Mstep: Class 7 contains 15788 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 168005 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61523 members 
Mstep: Class 14 contains 15342 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210921 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 256Q: 19 clusters Score -8.448677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157825 members 
Mstep: Class 6 contains 21968 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 168002 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61517 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210938 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 257Q: 19 clusters Score -8.448677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157823 members 
Mstep: Class 6 contains 21967 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 25121 members 
Mstep: Class 9 contains 167996 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61510 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 15 contains 15444 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210958 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486848.000000 Penalty: 39790.128906
Iteration 258Q: 19 clusters Score -8.448685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157824 members 
Mstep: Class 6 contains 21967 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 167996 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210958 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486848.000000 Penalty: 39790.128906
Iteration 259Q: 19 clusters Score -8.448685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157822 members 
Mstep: Class 6 contains 21969 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 25120 members 
Mstep: Class 9 contains 167997 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210961 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486840.000000 Penalty: 39790.128906
Iteration 260F: 19 clusters Score -8.448684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157824 members 
Mstep: Class 6 contains 21967 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 167994 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61510 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210968 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 261Q: 19 clusters Score -8.448682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157824 members 
Mstep: Class 6 contains 21966 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 25118 members 
Mstep: Class 9 contains 167995 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61510 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210969 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486800.000000 Penalty: 39790.128906
Iteration 262Q: 19 clusters Score -8.44868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157825 members 
Mstep: Class 6 contains 21964 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 25119 members 
Mstep: Class 9 contains 167995 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 61510 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210968 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486880.000000 Penalty: 39790.128906
Iteration 263Q: 19 clusters Score -8.448688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157825 members 
Mstep: Class 6 contains 21962 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 25121 members 
Mstep: Class 9 contains 167990 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210975 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486856.000000 Penalty: 39790.128906
Iteration 264Q: 19 clusters Score -8.448686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157820 members 
Mstep: Class 6 contains 21962 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 167988 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 61506 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210985 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486944.000000 Penalty: 39790.128906
Iteration 265Q: 19 clusters Score -8.448694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54119 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157817 members 
Mstep: Class 6 contains 21962 members 
Mstep: Class 7 contains 15768 members 
Mstep: Class 8 contains 25123 members 
Mstep: Class 9 contains 167991 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4853 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23946 members 
Mstep: Class 18 contains 210988 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486920.000000 Penalty: 39790.128906
Iteration 266Q: 19 clusters Score -8.448692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157814 members 
Mstep: Class 6 contains 21961 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 25124 members 
Mstep: Class 9 contains 167992 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 14 contains 15339 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 210998 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486936.000000 Penalty: 39790.128906
Iteration 267Q: 19 clusters Score -8.448694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157808 members 
Mstep: Class 6 contains 21960 members 
Mstep: Class 7 contains 15763 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 167995 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61503 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 211005 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486904.000000 Penalty: 39790.128906
Iteration 268Q: 19 clusters Score -8.44869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157803 members 
Mstep: Class 6 contains 21958 members 
Mstep: Class 7 contains 15763 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 167999 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 61502 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23943 members 
Mstep: Class 18 contains 211009 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486896.000000 Penalty: 39790.128906
Iteration 269Q: 19 clusters Score -8.44869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157801 members 
Mstep: Class 6 contains 21956 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 168001 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 61499 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 211015 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486912.000000 Penalty: 39790.128906
Iteration 270Q: 19 clusters Score -8.448691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157802 members 
Mstep: Class 6 contains 21950 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 25126 members 
Mstep: Class 9 contains 168005 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61494 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 211021 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486960.000000 Penalty: 39790.128906
Iteration 271Q: 19 clusters Score -8.448696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157801 members 
Mstep: Class 6 contains 21945 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 25127 members 
Mstep: Class 9 contains 168009 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61490 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 211028 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486920.000000 Penalty: 39790.128906
Iteration 272Q: 19 clusters Score -8.448692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157802 members 
Mstep: Class 6 contains 21937 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 25127 members 
Mstep: Class 9 contains 168010 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61489 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 211037 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486952.000000 Penalty: 39790.128906
Iteration 273Q: 19 clusters Score -8.448695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12833 members 
Mstep: Class 5 contains 157804 members 
Mstep: Class 6 contains 21925 members 
Mstep: Class 7 contains 15764 members 
Mstep: Class 8 contains 25127 members 
Mstep: Class 9 contains 168011 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61488 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 18 contains 211042 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486856.000000 Penalty: 39790.128906
Iteration 274Q: 19 clusters Score -8.448686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54115 members 
Mstep: Class 4 contains 12834 members 
Mstep: Class 5 contains 157810 members 
Mstep: Class 6 contains 21913 members 
Mstep: Class 7 contains 15768 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 61484 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23944 members 
Mstep: Class 18 contains 211048 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486888.000000 Penalty: 39790.128906
Iteration 275Q: 19 clusters Score -8.448689e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54114 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157821 members 
Mstep: Class 6 contains 21903 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 168015 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61481 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23942 members 
Mstep: Class 18 contains 211054 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486848.000000 Penalty: 39790.128906
Iteration 276Q: 19 clusters Score -8.448685e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54115 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157828 members 
Mstep: Class 6 contains 21895 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 168012 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61476 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23939 members 
Mstep: Class 18 contains 211068 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 277Q: 19 clusters Score -8.448682e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157826 members 
Mstep: Class 6 contains 21880 members 
Mstep: Class 7 contains 15764 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 168017 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61473 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 18 contains 211082 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486792.000000 Penalty: 39790.128906
Iteration 278Q: 19 clusters Score -8.448679e+07 nChanged 69
Entering ConstructFrom: 
Score: -84486792.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1204003.250000 Penalty: 1520.068359
	Iteration 0F: 2 clusters Score -1204003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1195861.875000 Penalty: 3040.136719
	Iteration 0F: 3 clusters Score -1195862 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1198685.000000 Penalty: 3040.136719
	Iteration 1F: 3 clusters Score -1198685 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1198950.250000 Penalty: 3040.136719
	Iteration 2F: 3 clusters Score -1198950 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1199174.875000 Penalty: 3040.136719
	Iteration 3Q: 3 clusters Score -1199175 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1199378.375000 Penalty: 3040.136719
	Iteration 4Q: 3 clusters Score -1199378 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1199567.500000 Penalty: 3040.136719
	Iteration 5Q: 3 clusters Score -1199568 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1199744.125000 Penalty: 3040.136719
	Iteration 6Q: 3 clusters Score -1199744 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1199919.750000 Penalty: 3040.136719
	Iteration 7Q: 3 clusters Score -1199920 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1200083.125000 Penalty: 3040.136719
	Iteration 8Q: 3 clusters Score -1200083 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1200241.000000 Penalty: 3040.136719
	Iteration 9Q: 3 clusters Score -1200241 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1200401.500000 Penalty: 3040.136719
	Iteration 10Q: 3 clusters Score -1200402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1200564.625000 Penalty: 3040.136719
	Iteration 11Q: 3 clusters Score -1200565 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1200729.625000 Penalty: 3040.136719
	Iteration 12Q: 3 clusters Score -1200730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1200908.125000 Penalty: 3040.136719
	Iteration 13Q: 3 clusters Score -1200908 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1201095.125000 Penalty: 3040.136719
	Iteration 14Q: 3 clusters Score -1201095 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1201313.500000 Penalty: 3040.136719
	Iteration 15Q: 3 clusters Score -1201314 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1201538.625000 Penalty: 3040.136719
	Iteration 16Q: 3 clusters Score -1201539 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1201734.875000 Penalty: 3040.136719
	Iteration 17Q: 3 clusters Score -1201735 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1201901.375000 Penalty: 3040.136719
	Iteration 18Q: 3 clusters Score -1201901 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1202027.250000 Penalty: 3040.136719
	Iteration 19Q: 3 clusters Score -1202027 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1202164.875000 Penalty: 3040.136719
	Iteration 20F: 3 clusters Score -1202165 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1202263.875000 Penalty: 3040.136719
	Iteration 21Q: 3 clusters Score -1202264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1202328.750000 Penalty: 3040.136719
	Iteration 22Q: 3 clusters Score -1202329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1202384.625000 Penalty: 3040.136719
	Iteration 23Q: 3 clusters Score -1202385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1202429.375000 Penalty: 3040.136719
	Iteration 24Q: 3 clusters Score -1202429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1202465.375000 Penalty: 3040.136719
	Iteration 25Q: 3 clusters Score -1202465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1202493.875000 Penalty: 3040.136719
	Iteration 26Q: 3 clusters Score -1202494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1202517.000000 Penalty: 3040.136719
	Iteration 27Q: 3 clusters Score -1202517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1202531.250000 Penalty: 3040.136719
	Iteration 28Q: 3 clusters Score -1202531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1202543.125000 Penalty: 3040.136719
	Iteration 29Q: 3 clusters Score -1202543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1202551.375000 Penalty: 3040.136719
	Iteration 30Q: 3 clusters Score -1202551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1202567.875000 Penalty: 3040.136719
	Iteration 31Q: 3 clusters Score -1202568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1202580.125000 Penalty: 3040.136719
	Iteration 32Q: 3 clusters Score -1202580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1202594.750000 Penalty: 3040.136719
	Iteration 33Q: 3 clusters Score -1202595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1202602.000000 Penalty: 3040.136719
	Iteration 34Q: 3 clusters Score -1202602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1202611.375000 Penalty: 3040.136719
	Iteration 35Q: 3 clusters Score -1202611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1202622.875000 Penalty: 3040.136719
	Iteration 36Q: 3 clusters Score -1202623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1202631.750000 Penalty: 3040.136719
	Iteration 37Q: 3 clusters Score -1202632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1202636.625000 Penalty: 3040.136719
	Iteration 38Q: 3 clusters Score -1202637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1202645.625000 Penalty: 3040.136719
	Iteration 39Q: 3 clusters Score -1202646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1202652.625000 Penalty: 3040.136719
	Iteration 40F: 3 clusters Score -1202653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1202660.875000 Penalty: 3040.136719
	Iteration 41Q: 3 clusters Score -1202661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1202666.000000 Penalty: 3040.136719
	Iteration 42Q: 3 clusters Score -1202666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1202670.125000 Penalty: 3040.136719
	Iteration 43Q: 3 clusters Score -1202670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1202676.125000 Penalty: 3040.136719
	Iteration 44Q: 3 clusters Score -1202676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1202685.125000 Penalty: 3040.136719
	Iteration 45Q: 3 clusters Score -1202685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1202688.375000 Penalty: 3040.136719
	Iteration 46Q: 3 clusters Score -1202688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1202690.500000 Penalty: 3040.136719
	Iteration 47Q: 3 clusters Score -1202690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1202693.750000 Penalty: 3040.136719
	Iteration 48Q: 3 clusters Score -1202694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1202700.250000 Penalty: 3040.136719
	Iteration 49Q: 3 clusters Score -1202700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1202703.500000 Penalty: 3040.136719
	Iteration 50Q: 3 clusters Score -1202704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1202706.875000 Penalty: 3040.136719
	Iteration 51Q: 3 clusters Score -1202707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1202710.250000 Penalty: 3040.136719
	Iteration 52Q: 3 clusters Score -1202710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1202714.500000 Penalty: 3040.136719
	Iteration 53Q: 3 clusters Score -1202714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1202716.000000 Penalty: 3040.136719
	Iteration 54Q: 3 clusters Score -1202716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1202716.500000 Penalty: 3040.136719
	Iteration 55Q: 3 clusters Score -1202716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1202716.875000 Penalty: 3040.136719
	Iteration 56Q: 3 clusters Score -1202717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1202716.875000 Penalty: 3040.136719
	Iteration 57F: 3 clusters Score -1202717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -146051.828125 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -146051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144331.046875 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -144331 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144635.453125 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -144635.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144720.796875 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -144720.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144771.984375 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -144772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144798.140625 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -144798.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144819.656250 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -144819.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144833.015625 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -144833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144839.296875 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -144839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -144846.734375 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -144846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -144850.687500 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -144850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144854.468750 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -144854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -144859.000000 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -144859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144861.671875 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -144861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -144863.750000 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -144863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144865.328125 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -144865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -144867.484375 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -144867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144868.062500 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -144868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144869.171875 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -144869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144869.687500 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -144869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144869.687500 Penalty: 2351.576172
	Iteration 19F: 3 clusters Score -144869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Entering Unmasked Estep 
Score: -5645649.500000 Penalty: 1771.071899
	Iteration 0F: 2 clusters Score -5645650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5609407.500000 Penalty: 3542.143799
	Iteration 0F: 3 clusters Score -5609408 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5623838.000000 Penalty: 3542.143799
	Iteration 1F: 3 clusters Score -5623838 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5624499.500000 Penalty: 3542.143799
	Iteration 2Q: 3 clusters Score -5624500 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5625357.000000 Penalty: 3542.143799
	Iteration 3Q: 3 clusters Score -5625357 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5626648.500000 Penalty: 3542.143799
	Iteration 4F: 3 clusters Score -5626648 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -5628567.000000 Penalty: 3542.143799
	Iteration 5F: 3 clusters Score -5628567 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5631180.000000 Penalty: 3542.143799
	Iteration 6F: 3 clusters Score -5631180 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5634202.500000 Penalty: 3542.143799
	Iteration 7F: 3 clusters Score -5634202 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5637176.500000 Penalty: 3542.143799
	Iteration 8F: 3 clusters Score -5637176 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -5639942.500000 Penalty: 3542.143799
	Iteration 9F: 3 clusters Score -5639942 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -5642223.000000 Penalty: 3542.143799
	Iteration 10Q: 3 clusters Score -5642223 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -5643483.000000 Penalty: 3542.143799
	Iteration 11Q: 3 clusters Score -5643483 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -5643884.500000 Penalty: 3542.143799
	Iteration 12Q: 3 clusters Score -5643884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -5644015.500000 Penalty: 3542.143799
	Iteration 13Q: 3 clusters Score -5644016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -5644052.000000 Penalty: 3542.143799
	Iteration 14Q: 3 clusters Score -5644052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -5644078.000000 Penalty: 3542.143799
	Iteration 15Q: 3 clusters Score -5644078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -5644091.000000 Penalty: 3542.143799
	Iteration 16Q: 3 clusters Score -5644091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -5644094.000000 Penalty: 3542.143799
	Iteration 17Q: 3 clusters Score -5644094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -5644102.500000 Penalty: 3542.143799
	Iteration 18Q: 3 clusters Score -5644102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -5644107.000000 Penalty: 3542.143799
	Iteration 19Q: 3 clusters Score -5644107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5644112.000000 Penalty: 3542.143799
	Iteration 20F: 3 clusters Score -5644112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5644113.500000 Penalty: 3542.143799
	Iteration 21Q: 3 clusters Score -5644114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5644113.500000 Penalty: 3542.143799
	Iteration 22F: 3 clusters Score -5644114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Entering Unmasked Estep 
Score: -1349026.125000 Penalty: 1537.200928
	Iteration 0F: 2 clusters Score -1349026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1339943.000000 Penalty: 3074.401855
	Iteration 0F: 3 clusters Score -1339943 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1343067.125000 Penalty: 3074.401855
	Iteration 1F: 3 clusters Score -1343067 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1343380.500000 Penalty: 3074.401855
	Iteration 2F: 3 clusters Score -1343380 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1343691.375000 Penalty: 3074.401855
	Iteration 3F: 3 clusters Score -1343691 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1344027.875000 Penalty: 3074.401855
	Iteration 4F: 3 clusters Score -1344028 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1344424.125000 Penalty: 3074.401855
	Iteration 5Q: 3 clusters Score -1344424 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1344882.500000 Penalty: 3074.401855
	Iteration 6F: 3 clusters Score -1344882 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1345363.625000 Penalty: 3074.401855
	Iteration 7F: 3 clusters Score -1345364 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1345812.000000 Penalty: 3074.401855
	Iteration 8Q: 3 clusters Score -1345812 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1346259.000000 Penalty: 3074.401855
	Iteration 9Q: 3 clusters Score -1346259 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1346632.625000 Penalty: 3074.401855
	Iteration 10Q: 3 clusters Score -1346633 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1346945.375000 Penalty: 3074.401855
	Iteration 11Q: 3 clusters Score -1346945 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1347174.750000 Penalty: 3074.401855
	Iteration 12Q: 3 clusters Score -1347175 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1347346.375000 Penalty: 3074.401855
	Iteration 13Q: 3 clusters Score -1347346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1347456.375000 Penalty: 3074.401855
	Iteration 14Q: 3 clusters Score -1347456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1347549.125000 Penalty: 3074.401855
	Iteration 15Q: 3 clusters Score -1347549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1347626.500000 Penalty: 3074.401855
	Iteration 16Q: 3 clusters Score -1347626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1347694.125000 Penalty: 3074.401855
	Iteration 17Q: 3 clusters Score -1347694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1347767.000000 Penalty: 3074.401855
	Iteration 18Q: 3 clusters Score -1347767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1347818.750000 Penalty: 3074.401855
	Iteration 19Q: 3 clusters Score -1347819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1347847.875000 Penalty: 3074.401855
	Iteration 20F: 3 clusters Score -1347848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1347866.750000 Penalty: 3074.401855
	Iteration 21Q: 3 clusters Score -1347867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1347877.250000 Penalty: 3074.401855
	Iteration 22Q: 3 clusters Score -1347877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1347885.625000 Penalty: 3074.401855
	Iteration 23Q: 3 clusters Score -1347886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1347888.000000 Penalty: 3074.401855
	Iteration 24Q: 3 clusters Score -1347888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1347891.875000 Penalty: 3074.401855
	Iteration 25Q: 3 clusters Score -1347892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1347892.625000 Penalty: 3074.401855
	Iteration 26Q: 3 clusters Score -1347893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1347893.250000 Penalty: 3074.401855
	Iteration 27Q: 3 clusters Score -1347893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1347895.250000 Penalty: 3074.401855
	Iteration 28Q: 3 clusters Score -1347895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1347896.125000 Penalty: 3074.401855
	Iteration 29Q: 3 clusters Score -1347896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1347896.750000 Penalty: 3074.401855
	Iteration 30Q: 3 clusters Score -1347897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1347897.125000 Penalty: 3074.401855
	Iteration 31Q: 3 clusters Score -1347897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1347900.000000 Penalty: 3074.401855
	Iteration 32Q: 3 clusters Score -1347900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1347899.250000 Penalty: 3074.401855
	Iteration 33Q: 3 clusters Score -1347899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347901.125000 Penalty: 3074.401855
	Iteration 34Q: 3 clusters Score -1347901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347901.125000 Penalty: 3074.401855
	Iteration 35F: 3 clusters Score -1347901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157835 members 
Entering Unmasked Estep 
Score: -16898732.000000 Penalty: 1945.012085
	Iteration 0F: 2 clusters Score -1.689873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -16794342.000000 Penalty: 3890.024170
	Iteration 0F: 3 clusters Score -1.679434e+07 nChanged 76172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -16838690.000000 Penalty: 3890.024170
	Iteration 1F: 3 clusters Score -1.683869e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -16839562.000000 Penalty: 3890.024170
	Iteration 2Q: 3 clusters Score -1.683956e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -16840570.000000 Penalty: 3890.024170
	Iteration 3Q: 3 clusters Score -1.684057e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -16841826.000000 Penalty: 3890.024170
	Iteration 4Q: 3 clusters Score -1.684183e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -16843968.000000 Penalty: 3890.024170
	Iteration 5Q: 3 clusters Score -1.684397e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -16847778.000000 Penalty: 3890.024170
	Iteration 6Q: 3 clusters Score -1.684778e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -16853912.000000 Penalty: 3890.024170
	Iteration 7F: 3 clusters Score -1.685391e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -16863232.000000 Penalty: 3890.024170
	Iteration 8F: 3 clusters Score -1.686323e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -16874262.000000 Penalty: 3890.024170
	Iteration 9F: 3 clusters Score -1.687426e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -16883650.000000 Penalty: 3890.024170
	Iteration 10F: 3 clusters Score -1.688365e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -16890008.000000 Penalty: 3890.024170
	Iteration 11Q: 3 clusters Score -1.689001e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -16893590.000000 Penalty: 3890.024170
	Iteration 12Q: 3 clusters Score -1.689359e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -16895466.000000 Penalty: 3890.024170
	Iteration 13Q: 3 clusters Score -1.689547e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -16896352.000000 Penalty: 3890.024170
	Iteration 14Q: 3 clusters Score -1.689635e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -16896808.000000 Penalty: 3890.024170
	Iteration 15Q: 3 clusters Score -1.689681e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -16897090.000000 Penalty: 3890.024170
	Iteration 16Q: 3 clusters Score -1.689709e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 156975 members 
Entering Unmasked Estep 
Score: -16897204.000000 Penalty: 3890.024170
	Iteration 17Q: 3 clusters Score -1.68972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -16897270.000000 Penalty: 3890.024170
	Iteration 18Q: 3 clusters Score -1.689727e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 157114 members 
Entering Unmasked Estep 
Score: -16897308.000000 Penalty: 3890.024170
	Iteration 19Q: 3 clusters Score -1.689731e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -16897362.000000 Penalty: 3890.024170
	Iteration 20F: 3 clusters Score -1.689736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -16897380.000000 Penalty: 3890.024170
	Iteration 21Q: 3 clusters Score -1.689738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -16897446.000000 Penalty: 3890.024170
	Iteration 22Q: 3 clusters Score -1.689745e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -16897466.000000 Penalty: 3890.024170
	Iteration 23Q: 3 clusters Score -1.689747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -16897518.000000 Penalty: 3890.024170
	Iteration 24Q: 3 clusters Score -1.689752e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -16897558.000000 Penalty: 3890.024170
	Iteration 25Q: 3 clusters Score -1.689756e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -16897570.000000 Penalty: 3890.024170
	Iteration 26Q: 3 clusters Score -1.689757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -16897612.000000 Penalty: 3890.024170
	Iteration 27Q: 3 clusters Score -1.689761e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157154 members 
Entering Unmasked Estep 
Score: -16897640.000000 Penalty: 3890.024170
	Iteration 28Q: 3 clusters Score -1.689764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -16897650.000000 Penalty: 3890.024170
	Iteration 29Q: 3 clusters Score -1.689765e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -16897664.000000 Penalty: 3890.024170
	Iteration 30Q: 3 clusters Score -1.689766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 157134 members 
Entering Unmasked Estep 
Score: -16897680.000000 Penalty: 3890.024170
	Iteration 31Q: 3 clusters Score -1.689768e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -16897700.000000 Penalty: 3890.024170
	Iteration 32Q: 3 clusters Score -1.68977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 157109 members 
Entering Unmasked Estep 
Score: -16897726.000000 Penalty: 3890.024170
	Iteration 33Q: 3 clusters Score -1.689773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -16897742.000000 Penalty: 3890.024170
	Iteration 34Q: 3 clusters Score -1.689774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 157079 members 
Entering Unmasked Estep 
Score: -16897754.000000 Penalty: 3890.024170
	Iteration 35Q: 3 clusters Score -1.689775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 157073 members 
Entering Unmasked Estep 
Score: -16897756.000000 Penalty: 3890.024170
	Iteration 36Q: 3 clusters Score -1.689776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -16897766.000000 Penalty: 3890.024170
	Iteration 37Q: 3 clusters Score -1.689777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 157048 members 
Entering Unmasked Estep 
Score: -16897780.000000 Penalty: 3890.024170
	Iteration 38Q: 3 clusters Score -1.689778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -16897804.000000 Penalty: 3890.024170
	Iteration 39Q: 3 clusters Score -1.68978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -16897808.000000 Penalty: 3890.024170
	Iteration 40F: 3 clusters Score -1.689781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -16897824.000000 Penalty: 3890.024170
	Iteration 41Q: 3 clusters Score -1.689782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 157006 members 
Entering Unmasked Estep 
Score: -16897834.000000 Penalty: 3890.024170
	Iteration 42Q: 3 clusters Score -1.689783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -16897858.000000 Penalty: 3890.024170
	Iteration 43Q: 3 clusters Score -1.689786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -16897864.000000 Penalty: 3890.024170
	Iteration 44Q: 3 clusters Score -1.689786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -16897874.000000 Penalty: 3890.024170
	Iteration 45Q: 3 clusters Score -1.689787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 156963 members 
Entering Unmasked Estep 
Score: -16897884.000000 Penalty: 3890.024170
	Iteration 46Q: 3 clusters Score -1.689788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -16897916.000000 Penalty: 3890.024170
	Iteration 47Q: 3 clusters Score -1.689792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -16897924.000000 Penalty: 3890.024170
	Iteration 48Q: 3 clusters Score -1.689792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -16897924.000000 Penalty: 3890.024170
	Iteration 49Q: 3 clusters Score -1.689792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -16897932.000000 Penalty: 3890.024170
	Iteration 50Q: 3 clusters Score -1.689793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -16897922.000000 Penalty: 3890.024170
	Iteration 51Q: 3 clusters Score -1.689792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -16897926.000000 Penalty: 3890.024170
	Iteration 52Q: 3 clusters Score -1.689793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 156911 members 
Entering Unmasked Estep 
Score: -16897928.000000 Penalty: 3890.024170
	Iteration 53Q: 3 clusters Score -1.689793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -16897928.000000 Penalty: 3890.024170
	Iteration 54Q: 3 clusters Score -1.689793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -16897932.000000 Penalty: 3890.024170
	Iteration 55Q: 3 clusters Score -1.689793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -16897940.000000 Penalty: 3890.024170
	Iteration 56Q: 3 clusters Score -1.689794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -16897942.000000 Penalty: 3890.024170
	Iteration 57Q: 3 clusters Score -1.689794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -16897948.000000 Penalty: 3890.024170
	Iteration 58Q: 3 clusters Score -1.689795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -16897948.000000 Penalty: 3890.024170
	Iteration 59F: 3 clusters Score -1.689795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Entering Unmasked Estep 
Score: -2382177.000000 Penalty: 1623.826660
	Iteration 0F: 2 clusters Score -2382177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2367347.250000 Penalty: 3247.653320
	Iteration 0F: 3 clusters Score -2367347 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2372687.250000 Penalty: 3247.653320
	Iteration 1F: 3 clusters Score -2372687 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2373015.750000 Penalty: 3247.653320
	Iteration 2Q: 3 clusters Score -2373016 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2373348.250000 Penalty: 3247.653320
	Iteration 3Q: 3 clusters Score -2373348 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2373814.000000 Penalty: 3247.653320
	Iteration 4Q: 3 clusters Score -2373814 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2374468.000000 Penalty: 3247.653320
	Iteration 5F: 3 clusters Score -2374468 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2375443.000000 Penalty: 3247.653320
	Iteration 6F: 3 clusters Score -2375443 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2376733.750000 Penalty: 3247.653320
	Iteration 7F: 3 clusters Score -2376734 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2378163.500000 Penalty: 3247.653320
	Iteration 8F: 3 clusters Score -2378164 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2379366.500000 Penalty: 3247.653320
	Iteration 9F: 3 clusters Score -2379366 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2380102.500000 Penalty: 3247.653320
	Iteration 10Q: 3 clusters Score -2380102 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2380456.250000 Penalty: 3247.653320
	Iteration 11Q: 3 clusters Score -2380456 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2380589.000000 Penalty: 3247.653320
	Iteration 12Q: 3 clusters Score -2380589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2380650.250000 Penalty: 3247.653320
	Iteration 13Q: 3 clusters Score -2380650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2380684.500000 Penalty: 3247.653320
	Iteration 14Q: 3 clusters Score -2380684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2380709.000000 Penalty: 3247.653320
	Iteration 15Q: 3 clusters Score -2380709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2380723.500000 Penalty: 3247.653320
	Iteration 16Q: 3 clusters Score -2380724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2380735.000000 Penalty: 3247.653320
	Iteration 17Q: 3 clusters Score -2380735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2380742.750000 Penalty: 3247.653320
	Iteration 18Q: 3 clusters Score -2380743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2380751.500000 Penalty: 3247.653320
	Iteration 19Q: 3 clusters Score -2380752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2380758.750000 Penalty: 3247.653320
	Iteration 20F: 3 clusters Score -2380759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2380759.000000 Penalty: 3247.653320
	Iteration 21Q: 3 clusters Score -2380759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2380764.000000 Penalty: 3247.653320
	Iteration 22Q: 3 clusters Score -2380764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2380765.750000 Penalty: 3247.653320
	Iteration 23Q: 3 clusters Score -2380766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2380765.750000 Penalty: 3247.653320
	Iteration 24F: 3 clusters Score -2380766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Entering Unmasked Estep 
Score: -1719839.500000 Penalty: 1570.589600
	Iteration 0F: 2 clusters Score -1719840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1708962.625000 Penalty: 3141.179199
	Iteration 0F: 3 clusters Score -1708963 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1712822.125000 Penalty: 3141.179199
	Iteration 1F: 3 clusters Score -1712822 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1713232.250000 Penalty: 3141.179199
	Iteration 2F: 3 clusters Score -1713232 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1713689.500000 Penalty: 3141.179199
	Iteration 3F: 3 clusters Score -1713690 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1714305.250000 Penalty: 3141.179199
	Iteration 4F: 3 clusters Score -1714305 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1715111.750000 Penalty: 3141.179199
	Iteration 5F: 3 clusters Score -1715112 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1715984.750000 Penalty: 3141.179199
	Iteration 6F: 3 clusters Score -1715985 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1716782.500000 Penalty: 3141.179199
	Iteration 7F: 3 clusters Score -1716782 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1717282.875000 Penalty: 3141.179199
	Iteration 8Q: 3 clusters Score -1717283 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1717546.000000 Penalty: 3141.179199
	Iteration 9Q: 3 clusters Score -1717546 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1717683.250000 Penalty: 3141.179199
	Iteration 10Q: 3 clusters Score -1717683 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1717780.750000 Penalty: 3141.179199
	Iteration 11Q: 3 clusters Score -1717781 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1717868.500000 Penalty: 3141.179199
	Iteration 12Q: 3 clusters Score -1717868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1717939.500000 Penalty: 3141.179199
	Iteration 13Q: 3 clusters Score -1717940 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1717997.625000 Penalty: 3141.179199
	Iteration 14Q: 3 clusters Score -1717998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1718040.125000 Penalty: 3141.179199
	Iteration 15Q: 3 clusters Score -1718040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1718076.375000 Penalty: 3141.179199
	Iteration 16Q: 3 clusters Score -1718076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1718106.000000 Penalty: 3141.179199
	Iteration 17Q: 3 clusters Score -1718106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1718137.750000 Penalty: 3141.179199
	Iteration 18Q: 3 clusters Score -1718138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1718168.250000 Penalty: 3141.179199
	Iteration 19Q: 3 clusters Score -1718168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1718196.125000 Penalty: 3141.179199
	Iteration 20F: 3 clusters Score -1718196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1718223.125000 Penalty: 3141.179199
	Iteration 21Q: 3 clusters Score -1718223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1718259.750000 Penalty: 3141.179199
	Iteration 22Q: 3 clusters Score -1718260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1718279.500000 Penalty: 3141.179199
	Iteration 23Q: 3 clusters Score -1718280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1718315.875000 Penalty: 3141.179199
	Iteration 24Q: 3 clusters Score -1718316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1718340.625000 Penalty: 3141.179199
	Iteration 25Q: 3 clusters Score -1718341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1718359.500000 Penalty: 3141.179199
	Iteration 26Q: 3 clusters Score -1718360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1718367.125000 Penalty: 3141.179199
	Iteration 27Q: 3 clusters Score -1718367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1718375.000000 Penalty: 3141.179199
	Iteration 28Q: 3 clusters Score -1718375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1718383.250000 Penalty: 3141.179199
	Iteration 29Q: 3 clusters Score -1718383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1718393.875000 Penalty: 3141.179199
	Iteration 30Q: 3 clusters Score -1718394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1718397.375000 Penalty: 3141.179199
	Iteration 31Q: 3 clusters Score -1718397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1718402.250000 Penalty: 3141.179199
	Iteration 32Q: 3 clusters Score -1718402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1718409.875000 Penalty: 3141.179199
	Iteration 33Q: 3 clusters Score -1718410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1718420.750000 Penalty: 3141.179199
	Iteration 34Q: 3 clusters Score -1718421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1718432.250000 Penalty: 3141.179199
	Iteration 35Q: 3 clusters Score -1718432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1718440.750000 Penalty: 3141.179199
	Iteration 36Q: 3 clusters Score -1718441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1718448.000000 Penalty: 3141.179199
	Iteration 37Q: 3 clusters Score -1718448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1718452.875000 Penalty: 3141.179199
	Iteration 38Q: 3 clusters Score -1718453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1718455.750000 Penalty: 3141.179199
	Iteration 39Q: 3 clusters Score -1718456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1718457.000000 Penalty: 3141.179199
	Iteration 40F: 3 clusters Score -1718457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1718463.750000 Penalty: 3141.179199
	Iteration 41Q: 3 clusters Score -1718464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1718469.000000 Penalty: 3141.179199
	Iteration 42Q: 3 clusters Score -1718469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1718473.625000 Penalty: 3141.179199
	Iteration 43Q: 3 clusters Score -1718474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1718475.875000 Penalty: 3141.179199
	Iteration 44Q: 3 clusters Score -1718476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1718477.625000 Penalty: 3141.179199
	Iteration 45Q: 3 clusters Score -1718478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1718478.250000 Penalty: 3141.179199
	Iteration 46Q: 3 clusters Score -1718478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1718476.750000 Penalty: 3141.179199
	Iteration 47Q: 3 clusters Score -1718477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1718477.125000 Penalty: 3141.179199
	Iteration 48Q: 3 clusters Score -1718477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1718477.625000 Penalty: 3141.179199
	Iteration 49Q: 3 clusters Score -1718478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1718476.625000 Penalty: 3141.179199
	Iteration 50Q: 3 clusters Score -1718477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1718476.625000 Penalty: 3141.179199
	Iteration 51F: 3 clusters Score -1718477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Entering Unmasked Estep 
Score: -2622475.500000 Penalty: 1646.413940
	Iteration 0F: 2 clusters Score -2622476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2605457.500000 Penalty: 3292.827881
	Iteration 0F: 3 clusters Score -2605458 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2611895.500000 Penalty: 3292.827881
	Iteration 1F: 3 clusters Score -2611896 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2612278.250000 Penalty: 3292.827881
	Iteration 2Q: 3 clusters Score -2612278 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2612736.250000 Penalty: 3292.827881
	Iteration 3Q: 3 clusters Score -2612736 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2613284.500000 Penalty: 3292.827881
	Iteration 4Q: 3 clusters Score -2613284 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2613954.000000 Penalty: 3292.827881
	Iteration 5Q: 3 clusters Score -2613954 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2614820.250000 Penalty: 3292.827881
	Iteration 6F: 3 clusters Score -2614820 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2615907.000000 Penalty: 3292.827881
	Iteration 7F: 3 clusters Score -2615907 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2617037.000000 Penalty: 3292.827881
	Iteration 8F: 3 clusters Score -2617037 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2618017.000000 Penalty: 3292.827881
	Iteration 9F: 3 clusters Score -2618017 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2618866.500000 Penalty: 3292.827881
	Iteration 10Q: 3 clusters Score -2618866 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2619500.250000 Penalty: 3292.827881
	Iteration 11Q: 3 clusters Score -2619500 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2620011.000000 Penalty: 3292.827881
	Iteration 12Q: 3 clusters Score -2620011 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2620339.750000 Penalty: 3292.827881
	Iteration 13Q: 3 clusters Score -2620340 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2620575.000000 Penalty: 3292.827881
	Iteration 14Q: 3 clusters Score -2620575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2620743.750000 Penalty: 3292.827881
	Iteration 15Q: 3 clusters Score -2620744 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -2620868.250000 Penalty: 3292.827881
	Iteration 16Q: 3 clusters Score -2620868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2620944.500000 Penalty: 3292.827881
	Iteration 17Q: 3 clusters Score -2620944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2620989.500000 Penalty: 3292.827881
	Iteration 18Q: 3 clusters Score -2620990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2621024.250000 Penalty: 3292.827881
	Iteration 19Q: 3 clusters Score -2621024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2621061.000000 Penalty: 3292.827881
	Iteration 20F: 3 clusters Score -2621061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2621079.750000 Penalty: 3292.827881
	Iteration 21Q: 3 clusters Score -2621080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2621093.500000 Penalty: 3292.827881
	Iteration 22Q: 3 clusters Score -2621094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2621101.750000 Penalty: 3292.827881
	Iteration 23Q: 3 clusters Score -2621102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2621124.000000 Penalty: 3292.827881
	Iteration 24Q: 3 clusters Score -2621124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2621138.750000 Penalty: 3292.827881
	Iteration 25Q: 3 clusters Score -2621139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2621153.000000 Penalty: 3292.827881
	Iteration 26Q: 3 clusters Score -2621153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2621156.750000 Penalty: 3292.827881
	Iteration 27Q: 3 clusters Score -2621157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2621157.750000 Penalty: 3292.827881
	Iteration 28Q: 3 clusters Score -2621158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2621161.250000 Penalty: 3292.827881
	Iteration 29Q: 3 clusters Score -2621161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -2621163.750000 Penalty: 3292.827881
	Iteration 30Q: 3 clusters Score -2621164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2621169.250000 Penalty: 3292.827881
	Iteration 31Q: 3 clusters Score -2621169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2621168.750000 Penalty: 3292.827881
	Iteration 32Q: 3 clusters Score -2621169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2621171.250000 Penalty: 3292.827881
	Iteration 33Q: 3 clusters Score -2621171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2621170.500000 Penalty: 3292.827881
	Iteration 34Q: 3 clusters Score -2621170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2621172.750000 Penalty: 3292.827881
	Iteration 35Q: 3 clusters Score -2621173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2621171.750000 Penalty: 3292.827881
	Iteration 36Q: 3 clusters Score -2621172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2621174.500000 Penalty: 3292.827881
	Iteration 37Q: 3 clusters Score -2621174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2621174.500000 Penalty: 3292.827881
	Iteration 38F: 3 clusters Score -2621174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Entering Unmasked Estep 
Score: -17976202.000000 Penalty: 1955.169922
	Iteration 0F: 2 clusters Score -1.79762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -17867634.000000 Penalty: 3910.339844
	Iteration 0F: 3 clusters Score -1.786763e+07 nChanged 81150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -17915168.000000 Penalty: 3910.339844
	Iteration 1F: 3 clusters Score -1.791517e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -17916268.000000 Penalty: 3910.339844
	Iteration 2Q: 3 clusters Score -1.791627e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -17918516.000000 Penalty: 3910.339844
	Iteration 3Q: 3 clusters Score -1.791852e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -17923088.000000 Penalty: 3910.339844
	Iteration 4F: 3 clusters Score -1.792309e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -17931398.000000 Penalty: 3910.339844
	Iteration 5F: 3 clusters Score -1.79314e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -17943966.000000 Penalty: 3910.339844
	Iteration 6F: 3 clusters Score -1.794397e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -17957590.000000 Penalty: 3910.339844
	Iteration 7F: 3 clusters Score -1.795759e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -17967858.000000 Penalty: 3910.339844
	Iteration 8F: 3 clusters Score -1.796786e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 152321 members 
Entering Unmasked Estep 
Score: -17973334.000000 Penalty: 3910.339844
	Iteration 9Q: 3 clusters Score -1.797333e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -17975560.000000 Penalty: 3910.339844
	Iteration 10Q: 3 clusters Score -1.797556e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -17976270.000000 Penalty: 3910.339844
	Iteration 11Q: 3 clusters Score -1.797627e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -17976738.000000 Penalty: 3910.339844
	Iteration 12Q: 3 clusters Score -1.797674e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 156779 members 
Entering Unmasked Estep 
Score: -17976922.000000 Penalty: 3910.339844
	Iteration 13Q: 3 clusters Score -1.797692e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 157473 members 
Entering Unmasked Estep 
Score: -17977020.000000 Penalty: 3910.339844
	Iteration 14Q: 3 clusters Score -1.797702e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -17977062.000000 Penalty: 3910.339844
	Iteration 15Q: 3 clusters Score -1.797706e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -17977050.000000 Penalty: 3910.339844
	Iteration 16Q: 3 clusters Score -1.797705e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -17976980.000000 Penalty: 3910.339844
	Iteration 17Q: 3 clusters Score -1.797698e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -17976930.000000 Penalty: 3910.339844
	Iteration 18Q: 3 clusters Score -1.797693e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -17976850.000000 Penalty: 3910.339844
	Iteration 19Q: 3 clusters Score -1.797685e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -17976798.000000 Penalty: 3910.339844
	Iteration 20F: 3 clusters Score -1.79768e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -17976804.000000 Penalty: 3910.339844
	Iteration 21Q: 3 clusters Score -1.79768e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 161142 members 
Entering Unmasked Estep 
Score: -17976782.000000 Penalty: 3910.339844
	Iteration 22Q: 3 clusters Score -1.797678e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 161439 members 
Entering Unmasked Estep 
Score: -17976724.000000 Penalty: 3910.339844
	Iteration 23Q: 3 clusters Score -1.797672e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -17976638.000000 Penalty: 3910.339844
	Iteration 24Q: 3 clusters Score -1.797664e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -17976608.000000 Penalty: 3910.339844
	Iteration 25Q: 3 clusters Score -1.797661e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -17976500.000000 Penalty: 3910.339844
	Iteration 26Q: 3 clusters Score -1.79765e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 162510 members 
Entering Unmasked Estep 
Score: -17976430.000000 Penalty: 3910.339844
	Iteration 27Q: 3 clusters Score -1.797643e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -17976354.000000 Penalty: 3910.339844
	Iteration 28Q: 3 clusters Score -1.797635e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -17976272.000000 Penalty: 3910.339844
	Iteration 29Q: 3 clusters Score -1.797627e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 163139 members 
Entering Unmasked Estep 
Score: -17976242.000000 Penalty: 3910.339844
	Iteration 30Q: 3 clusters Score -1.797624e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -17976166.000000 Penalty: 3910.339844
	Iteration 31Q: 3 clusters Score -1.797617e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -17976110.000000 Penalty: 3910.339844
	Iteration 32Q: 3 clusters Score -1.797611e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -17976108.000000 Penalty: 3910.339844
	Iteration 33Q: 3 clusters Score -1.797611e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -17976070.000000 Penalty: 3910.339844
	Iteration 34Q: 3 clusters Score -1.797607e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 163840 members 
Entering Unmasked Estep 
Score: -17976018.000000 Penalty: 3910.339844
	Iteration 35Q: 3 clusters Score -1.797602e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -17975974.000000 Penalty: 3910.339844
	Iteration 36Q: 3 clusters Score -1.797597e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -17975962.000000 Penalty: 3910.339844
	Iteration 37Q: 3 clusters Score -1.797596e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -17975908.000000 Penalty: 3910.339844
	Iteration 38Q: 3 clusters Score -1.797591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -17975908.000000 Penalty: 3910.339844
	Iteration 39Q: 3 clusters Score -1.797591e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -17975860.000000 Penalty: 3910.339844
	Iteration 40F: 3 clusters Score -1.797586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 164304 members 
Entering Unmasked Estep 
Score: -17975836.000000 Penalty: 3910.339844
	Iteration 41Q: 3 clusters Score -1.797584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -17975812.000000 Penalty: 3910.339844
	Iteration 42Q: 3 clusters Score -1.797581e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -17975786.000000 Penalty: 3910.339844
	Iteration 43Q: 3 clusters Score -1.797579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -17975774.000000 Penalty: 3910.339844
	Iteration 44Q: 3 clusters Score -1.797577e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -17975728.000000 Penalty: 3910.339844
	Iteration 45Q: 3 clusters Score -1.797573e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -17975724.000000 Penalty: 3910.339844
	Iteration 46Q: 3 clusters Score -1.797572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 164597 members 
Entering Unmasked Estep 
Score: -17975726.000000 Penalty: 3910.339844
	Iteration 47Q: 3 clusters Score -1.797573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -17975736.000000 Penalty: 3910.339844
	Iteration 48Q: 3 clusters Score -1.797574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -17975710.000000 Penalty: 3910.339844
	Iteration 49Q: 3 clusters Score -1.797571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -17975708.000000 Penalty: 3910.339844
	Iteration 50Q: 3 clusters Score -1.797571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -17975702.000000 Penalty: 3910.339844
	Iteration 51Q: 3 clusters Score -1.79757e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -17975688.000000 Penalty: 3910.339844
	Iteration 52Q: 3 clusters Score -1.797569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 164823 members 
Entering Unmasked Estep 
Score: -17975668.000000 Penalty: 3910.339844
	Iteration 53Q: 3 clusters Score -1.797567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -17975662.000000 Penalty: 3910.339844
	Iteration 54Q: 3 clusters Score -1.797566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -17975642.000000 Penalty: 3910.339844
	Iteration 55Q: 3 clusters Score -1.797564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -17975622.000000 Penalty: 3910.339844
	Iteration 56Q: 3 clusters Score -1.797562e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -17975594.000000 Penalty: 3910.339844
	Iteration 57Q: 3 clusters Score -1.797559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -17975610.000000 Penalty: 3910.339844
	Iteration 58Q: 3 clusters Score -1.797561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -17975606.000000 Penalty: 3910.339844
	Iteration 59Q: 3 clusters Score -1.797561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -17975606.000000 Penalty: 3910.339844
	Iteration 60F: 3 clusters Score -1.797561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -17975578.000000 Penalty: 3910.339844
	Iteration 61Q: 3 clusters Score -1.797558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -17975540.000000 Penalty: 3910.339844
	Iteration 62Q: 3 clusters Score -1.797554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -17975544.000000 Penalty: 3910.339844
	Iteration 63Q: 3 clusters Score -1.797554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -17975532.000000 Penalty: 3910.339844
	Iteration 64Q: 3 clusters Score -1.797553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -17975528.000000 Penalty: 3910.339844
	Iteration 65Q: 3 clusters Score -1.797553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -17975532.000000 Penalty: 3910.339844
	Iteration 66Q: 3 clusters Score -1.797553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 165195 members 
Entering Unmasked Estep 
Score: -17975542.000000 Penalty: 3910.339844
	Iteration 67Q: 3 clusters Score -1.797554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -17975550.000000 Penalty: 3910.339844
	Iteration 68Q: 3 clusters Score -1.797555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 165242 members 
Entering Unmasked Estep 
Score: -17975536.000000 Penalty: 3910.339844
	Iteration 69Q: 3 clusters Score -1.797554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 165276 members 
Entering Unmasked Estep 
Score: -17975522.000000 Penalty: 3910.339844
	Iteration 70Q: 3 clusters Score -1.797552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -17975528.000000 Penalty: 3910.339844
	Iteration 71Q: 3 clusters Score -1.797553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -17975508.000000 Penalty: 3910.339844
	Iteration 72Q: 3 clusters Score -1.797551e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -17975494.000000 Penalty: 3910.339844
	Iteration 73Q: 3 clusters Score -1.797549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -17975494.000000 Penalty: 3910.339844
	Iteration 74Q: 3 clusters Score -1.797549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -17975524.000000 Penalty: 3910.339844
	Iteration 75Q: 3 clusters Score -1.797552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 165446 members 
Entering Unmasked Estep 
Score: -17975500.000000 Penalty: 3910.339844
	Iteration 76Q: 3 clusters Score -1.79755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -17975490.000000 Penalty: 3910.339844
	Iteration 77Q: 3 clusters Score -1.797549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -17975488.000000 Penalty: 3910.339844
	Iteration 78Q: 3 clusters Score -1.797549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -17975490.000000 Penalty: 3910.339844
	Iteration 79Q: 3 clusters Score -1.797549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
Score: -17975486.000000 Penalty: 3910.339844
	Iteration 80F: 3 clusters Score -1.797549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -17975496.000000 Penalty: 3910.339844
	Iteration 81Q: 3 clusters Score -1.79755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -17975484.000000 Penalty: 3910.339844
	Iteration 82Q: 3 clusters Score -1.797548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -17975488.000000 Penalty: 3910.339844
	Iteration 83Q: 3 clusters Score -1.797549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -17975482.000000 Penalty: 3910.339844
	Iteration 84Q: 3 clusters Score -1.797548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -17975488.000000 Penalty: 3910.339844
	Iteration 85Q: 3 clusters Score -1.797549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -17975476.000000 Penalty: 3910.339844
	Iteration 86Q: 3 clusters Score -1.797548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 165538 members 
Entering Unmasked Estep 
Score: -17975476.000000 Penalty: 3910.339844
	Iteration 87Q: 3 clusters Score -1.797548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -17975450.000000 Penalty: 3910.339844
	Iteration 88Q: 3 clusters Score -1.797545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -17975452.000000 Penalty: 3910.339844
	Iteration 89Q: 3 clusters Score -1.797545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -17975452.000000 Penalty: 3910.339844
	Iteration 90Q: 3 clusters Score -1.797545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -17975446.000000 Penalty: 3910.339844
	Iteration 91Q: 3 clusters Score -1.797545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -17975440.000000 Penalty: 3910.339844
	Iteration 92Q: 3 clusters Score -1.797544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -17975434.000000 Penalty: 3910.339844
	Iteration 93Q: 3 clusters Score -1.797543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -17975426.000000 Penalty: 3910.339844
	Iteration 94Q: 3 clusters Score -1.797543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 165600 members 
Entering Unmasked Estep 
Score: -17975428.000000 Penalty: 3910.339844
	Iteration 95Q: 3 clusters Score -1.797543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -17975438.000000 Penalty: 3910.339844
	Iteration 96Q: 3 clusters Score -1.797544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -17975438.000000 Penalty: 3910.339844
	Iteration 97Q: 3 clusters Score -1.797544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 165624 members 
Entering Unmasked Estep 
Score: -17975432.000000 Penalty: 3910.339844
	Iteration 98Q: 3 clusters Score -1.797543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -17975446.000000 Penalty: 3910.339844
	Iteration 99Q: 3 clusters Score -1.797545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -17975428.000000 Penalty: 3910.339844
	Iteration 100F: 3 clusters Score -1.797543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -17975418.000000 Penalty: 3910.339844
	Iteration 101Q: 3 clusters Score -1.797542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -17975418.000000 Penalty: 3910.339844
	Iteration 102Q: 3 clusters Score -1.797542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -17975418.000000 Penalty: 3910.339844
	Iteration 103Q: 3 clusters Score -1.797542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -17975388.000000 Penalty: 3910.339844
	Iteration 104Q: 3 clusters Score -1.797539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -17975384.000000 Penalty: 3910.339844
	Iteration 105Q: 3 clusters Score -1.797538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 165685 members 
Entering Unmasked Estep 
Score: -17975386.000000 Penalty: 3910.339844
	Iteration 106Q: 3 clusters Score -1.797539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -17975384.000000 Penalty: 3910.339844
	Iteration 107Q: 3 clusters Score -1.797538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 165703 members 
Entering Unmasked Estep 
Score: -17975390.000000 Penalty: 3910.339844
	Iteration 108Q: 3 clusters Score -1.797539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -17975400.000000 Penalty: 3910.339844
	Iteration 109Q: 3 clusters Score -1.79754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -17975388.000000 Penalty: 3910.339844
	Iteration 110Q: 3 clusters Score -1.797539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -17975396.000000 Penalty: 3910.339844
	Iteration 111Q: 3 clusters Score -1.79754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 165750 members 
Entering Unmasked Estep 
Score: -17975396.000000 Penalty: 3910.339844
	Iteration 112Q: 3 clusters Score -1.79754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 165760 members 
Entering Unmasked Estep 
Score: -17975388.000000 Penalty: 3910.339844
	Iteration 113Q: 3 clusters Score -1.797539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 165774 members 
Entering Unmasked Estep 
Score: -17975378.000000 Penalty: 3910.339844
	Iteration 114Q: 3 clusters Score -1.797538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -17975372.000000 Penalty: 3910.339844
	Iteration 115Q: 3 clusters Score -1.797537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -17975382.000000 Penalty: 3910.339844
	Iteration 116Q: 3 clusters Score -1.797538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -17975372.000000 Penalty: 3910.339844
	Iteration 117Q: 3 clusters Score -1.797537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -17975372.000000 Penalty: 3910.339844
	Iteration 118Q: 3 clusters Score -1.797537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -17975366.000000 Penalty: 3910.339844
	Iteration 119Q: 3 clusters Score -1.797537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -17975360.000000 Penalty: 3910.339844
	Iteration 120F: 3 clusters Score -1.797536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -17975360.000000 Penalty: 3910.339844
	Iteration 121Q: 3 clusters Score -1.797536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -17975354.000000 Penalty: 3910.339844
	Iteration 122Q: 3 clusters Score -1.797535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -17975352.000000 Penalty: 3910.339844
	Iteration 123Q: 3 clusters Score -1.797535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -17975358.000000 Penalty: 3910.339844
	Iteration 124Q: 3 clusters Score -1.797536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -17975338.000000 Penalty: 3910.339844
	Iteration 125Q: 3 clusters Score -1.797534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 165903 members 
Entering Unmasked Estep 
Score: -17975332.000000 Penalty: 3910.339844
	Iteration 126Q: 3 clusters Score -1.797533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -17975320.000000 Penalty: 3910.339844
	Iteration 127Q: 3 clusters Score -1.797532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -17975312.000000 Penalty: 3910.339844
	Iteration 128Q: 3 clusters Score -1.797531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -17975316.000000 Penalty: 3910.339844
	Iteration 129Q: 3 clusters Score -1.797532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -17975304.000000 Penalty: 3910.339844
	Iteration 130Q: 3 clusters Score -1.79753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -17975310.000000 Penalty: 3910.339844
	Iteration 131Q: 3 clusters Score -1.797531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 165986 members 
Entering Unmasked Estep 
Score: -17975288.000000 Penalty: 3910.339844
	Iteration 132Q: 3 clusters Score -1.797529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -17975278.000000 Penalty: 3910.339844
	Iteration 133Q: 3 clusters Score -1.797528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 166027 members 
Entering Unmasked Estep 
Score: -17975276.000000 Penalty: 3910.339844
	Iteration 134Q: 3 clusters Score -1.797528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -17975292.000000 Penalty: 3910.339844
	Iteration 135Q: 3 clusters Score -1.797529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -17975290.000000 Penalty: 3910.339844
	Iteration 136Q: 3 clusters Score -1.797529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -17975290.000000 Penalty: 3910.339844
	Iteration 137Q: 3 clusters Score -1.797529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -17975292.000000 Penalty: 3910.339844
	Iteration 138Q: 3 clusters Score -1.797529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 166085 members 
Entering Unmasked Estep 
Score: -17975284.000000 Penalty: 3910.339844
	Iteration 139Q: 3 clusters Score -1.797528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 166105 members 
Entering Unmasked Estep 
Score: -17975286.000000 Penalty: 3910.339844
	Iteration 140F: 3 clusters Score -1.797529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 166126 members 
Entering Unmasked Estep 
Score: -17975282.000000 Penalty: 3910.339844
	Iteration 141Q: 3 clusters Score -1.797528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -17975294.000000 Penalty: 3910.339844
	Iteration 142Q: 3 clusters Score -1.797529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -17975290.000000 Penalty: 3910.339844
	Iteration 143Q: 3 clusters Score -1.797529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 166181 members 
Entering Unmasked Estep 
Score: -17975282.000000 Penalty: 3910.339844
	Iteration 144Q: 3 clusters Score -1.797528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -17975300.000000 Penalty: 3910.339844
	Iteration 145Q: 3 clusters Score -1.79753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 166205 members 
Entering Unmasked Estep 
Score: -17975290.000000 Penalty: 3910.339844
	Iteration 146Q: 3 clusters Score -1.797529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -17975296.000000 Penalty: 3910.339844
	Iteration 147Q: 3 clusters Score -1.79753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -17975272.000000 Penalty: 3910.339844
	Iteration 148Q: 3 clusters Score -1.797527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -17975274.000000 Penalty: 3910.339844
	Iteration 149Q: 3 clusters Score -1.797527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 166251 members 
Entering Unmasked Estep 
Score: -17975274.000000 Penalty: 3910.339844
	Iteration 150Q: 3 clusters Score -1.797527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -17975274.000000 Penalty: 3910.339844
	Iteration 151Q: 3 clusters Score -1.797527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -17975274.000000 Penalty: 3910.339844
	Iteration 152Q: 3 clusters Score -1.797527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 166291 members 
Entering Unmasked Estep 
Score: -17975250.000000 Penalty: 3910.339844
	Iteration 153Q: 3 clusters Score -1.797525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -17975260.000000 Penalty: 3910.339844
	Iteration 154Q: 3 clusters Score -1.797526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 166318 members 
Entering Unmasked Estep 
Score: -17975276.000000 Penalty: 3910.339844
	Iteration 155Q: 3 clusters Score -1.797528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -17975264.000000 Penalty: 3910.339844
	Iteration 156Q: 3 clusters Score -1.797526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -17975262.000000 Penalty: 3910.339844
	Iteration 157Q: 3 clusters Score -1.797526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 166358 members 
Entering Unmasked Estep 
Score: -17975246.000000 Penalty: 3910.339844
	Iteration 158Q: 3 clusters Score -1.797525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -17975252.000000 Penalty: 3910.339844
	Iteration 159Q: 3 clusters Score -1.797525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 166396 members 
Entering Unmasked Estep 
Score: -17975256.000000 Penalty: 3910.339844
	Iteration 160F: 3 clusters Score -1.797526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -17975248.000000 Penalty: 3910.339844
	Iteration 161Q: 3 clusters Score -1.797525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -17975250.000000 Penalty: 3910.339844
	Iteration 162Q: 3 clusters Score -1.797525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -17975284.000000 Penalty: 3910.339844
	Iteration 163Q: 3 clusters Score -1.797528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 166428 members 
Entering Unmasked Estep 
Score: -17975282.000000 Penalty: 3910.339844
	Iteration 164Q: 3 clusters Score -1.797528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 166431 members 
Entering Unmasked Estep 
Score: -17975282.000000 Penalty: 3910.339844
	Iteration 165Q: 3 clusters Score -1.797528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -17975282.000000 Penalty: 3910.339844
	Iteration 166Q: 3 clusters Score -1.797528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 166437 members 
Entering Unmasked Estep 
Score: -17975276.000000 Penalty: 3910.339844
	Iteration 167Q: 3 clusters Score -1.797528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -17975266.000000 Penalty: 3910.339844
	Iteration 168Q: 3 clusters Score -1.797527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -17975256.000000 Penalty: 3910.339844
	Iteration 169Q: 3 clusters Score -1.797526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -17975260.000000 Penalty: 3910.339844
	Iteration 170Q: 3 clusters Score -1.797526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -17975246.000000 Penalty: 3910.339844
	Iteration 171Q: 3 clusters Score -1.797525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -17975246.000000 Penalty: 3910.339844
	Iteration 172F: 3 clusters Score -1.797525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -286970.406250 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -286970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -284275.125000 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -284275.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -284948.281250 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -284948.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285073.343750 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -285073.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -285140.968750 Penalty: 2588.915039
	Iteration 3Q: 3 clusters Score -285141 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -285186.031250 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -285186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -285225.593750 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -285225.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -285257.187500 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -285257.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -285282.656250 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -285282.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -285306.156250 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -285306.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -285326.531250 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -285326.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -285358.875000 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -285358.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -285389.093750 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -285389.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -285416.062500 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -285416.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -285447.406250 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -285447.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -285491.906250 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -285491.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -285530.000000 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -285530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -285560.000000 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -285560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -285580.906250 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -285580.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285606.875000 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -285606.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285630.781250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -285630.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -285650.031250 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -285650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285662.968750 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -285663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -285675.750000 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -285675.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -285685.437500 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -285685.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285695.468750 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -285695.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -285705.156250 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -285705.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -285716.031250 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -285716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -285729.875000 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -285729.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -285745.500000 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -285745.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -285764.750000 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -285764.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -285787.125000 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -285787.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -285802.843750 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -285802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -285820.375000 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -285820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -285841.531250 Penalty: 2588.915039
	Iteration 33Q: 3 clusters Score -285841.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285864.125000 Penalty: 2588.915039
	Iteration 34Q: 3 clusters Score -285864.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -285884.312500 Penalty: 2588.915039
	Iteration 35Q: 3 clusters Score -285884.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -285899.437500 Penalty: 2588.915039
	Iteration 36Q: 3 clusters Score -285899.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -285926.781250 Penalty: 2588.915039
	Iteration 37Q: 3 clusters Score -285926.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -285950.531250 Penalty: 2588.915039
	Iteration 38Q: 3 clusters Score -285950.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -285979.375000 Penalty: 2588.915039
	Iteration 39Q: 3 clusters Score -285979.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -285998.750000 Penalty: 2588.915039
	Iteration 40F: 3 clusters Score -285998.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -286014.843750 Penalty: 2588.915039
	Iteration 41Q: 3 clusters Score -286014.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -286029.156250 Penalty: 2588.915039
	Iteration 42Q: 3 clusters Score -286029.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -286043.593750 Penalty: 2588.915039
	Iteration 43Q: 3 clusters Score -286043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -286055.343750 Penalty: 2588.915039
	Iteration 44Q: 3 clusters Score -286055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -286067.656250 Penalty: 2588.915039
	Iteration 45Q: 3 clusters Score -286067.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -286081.031250 Penalty: 2588.915039
	Iteration 46Q: 3 clusters Score -286081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -286095.156250 Penalty: 2588.915039
	Iteration 47Q: 3 clusters Score -286095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -286109.500000 Penalty: 2588.915039
	Iteration 48Q: 3 clusters Score -286109.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -286126.812500 Penalty: 2588.915039
	Iteration 49Q: 3 clusters Score -286126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -286144.500000 Penalty: 2588.915039
	Iteration 50Q: 3 clusters Score -286144.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -286156.406250 Penalty: 2588.915039
	Iteration 51Q: 3 clusters Score -286156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -286164.218750 Penalty: 2588.915039
	Iteration 52Q: 3 clusters Score -286164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -286176.843750 Penalty: 2588.915039
	Iteration 53Q: 3 clusters Score -286176.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -286194.031250 Penalty: 2588.915039
	Iteration 54Q: 3 clusters Score -286194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -286213.500000 Penalty: 2588.915039
	Iteration 55Q: 3 clusters Score -286213.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -286234.875000 Penalty: 2588.915039
	Iteration 56Q: 3 clusters Score -286234.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -286260.343750 Penalty: 2588.915039
	Iteration 57Q: 3 clusters Score -286260.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -286303.875000 Penalty: 2588.915039
	Iteration 58Q: 3 clusters Score -286303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -286332.968750 Penalty: 2588.915039
	Iteration 59Q: 3 clusters Score -286333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -286358.937500 Penalty: 2588.915039
	Iteration 60F: 3 clusters Score -286358.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -286393.437500 Penalty: 2588.915039
	Iteration 61Q: 3 clusters Score -286393.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -286422.500000 Penalty: 2588.915039
	Iteration 62Q: 3 clusters Score -286422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -286434.562500 Penalty: 2588.915039
	Iteration 63Q: 3 clusters Score -286434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -286441.750000 Penalty: 2588.915039
	Iteration 64Q: 3 clusters Score -286441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -286445.093750 Penalty: 2588.915039
	Iteration 65Q: 3 clusters Score -286445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -286446.750000 Penalty: 2588.915039
	Iteration 66Q: 3 clusters Score -286446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -286446.750000 Penalty: 2588.915039
	Iteration 67F: 3 clusters Score -286446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -474175.906250 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -474175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -470265.687500 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -470265.7 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -471316.406250 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -471316.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -471564.281250 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -471564.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -471740.468750 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -471740.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -471877.968750 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -471878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -471978.906250 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -471978.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -472072.562500 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -472072.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -472141.750000 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -472141.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -472209.593750 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -472209.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -472278.000000 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -472278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -472327.343750 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -472327.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472376.250000 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -472376.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -472433.312500 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -472433.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -472489.312500 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -472489.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -472546.437500 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -472546.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -472587.687500 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -472587.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -472615.656250 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -472615.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -472653.093750 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -472653.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -472684.218750 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -472684.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -472713.843750 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -472713.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -472750.093750 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -472750.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -472774.562500 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -472774.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -472798.218750 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -472798.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -472818.937500 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -472818.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -472836.375000 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -472836.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -472856.156250 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -472856.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -472874.125000 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -472874.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -472888.187500 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -472888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -472896.000000 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -472896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -472906.187500 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -472906.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -472918.750000 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -472918.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -472928.593750 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -472928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -472941.062500 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -472941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -472954.406250 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -472954.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -472970.312500 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -472970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -472978.375000 Penalty: 2758.121338
	Iteration 35Q: 3 clusters Score -472978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -472988.187500 Penalty: 2758.121338
	Iteration 36Q: 3 clusters Score -472988.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -473000.593750 Penalty: 2758.121338
	Iteration 37Q: 3 clusters Score -473000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -473006.093750 Penalty: 2758.121338
	Iteration 38Q: 3 clusters Score -473006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -473013.937500 Penalty: 2758.121338
	Iteration 39Q: 3 clusters Score -473013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -473023.062500 Penalty: 2758.121338
	Iteration 40F: 3 clusters Score -473023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -473028.093750 Penalty: 2758.121338
	Iteration 41Q: 3 clusters Score -473028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -473032.468750 Penalty: 2758.121338
	Iteration 42Q: 3 clusters Score -473032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -473033.187500 Penalty: 2758.121338
	Iteration 43Q: 3 clusters Score -473033.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -473037.093750 Penalty: 2758.121338
	Iteration 44Q: 3 clusters Score -473037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -473041.343750 Penalty: 2758.121338
	Iteration 45Q: 3 clusters Score -473041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -473048.531250 Penalty: 2758.121338
	Iteration 46Q: 3 clusters Score -473048.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -473058.875000 Penalty: 2758.121338
	Iteration 47Q: 3 clusters Score -473058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -473065.781250 Penalty: 2758.121338
	Iteration 48Q: 3 clusters Score -473065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -473077.656250 Penalty: 2758.121338
	Iteration 49Q: 3 clusters Score -473077.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -473086.656250 Penalty: 2758.121338
	Iteration 50Q: 3 clusters Score -473086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -473094.187500 Penalty: 2758.121338
	Iteration 51Q: 3 clusters Score -473094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -473100.406250 Penalty: 2758.121338
	Iteration 52Q: 3 clusters Score -473100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -473105.312500 Penalty: 2758.121338
	Iteration 53Q: 3 clusters Score -473105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -473110.250000 Penalty: 2758.121338
	Iteration 54Q: 3 clusters Score -473110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -473115.218750 Penalty: 2758.121338
	Iteration 55Q: 3 clusters Score -473115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -473119.562500 Penalty: 2758.121338
	Iteration 56Q: 3 clusters Score -473119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -473121.625000 Penalty: 2758.121338
	Iteration 57Q: 3 clusters Score -473121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -473121.625000 Penalty: 2758.121338
	Iteration 58F: 3 clusters Score -473121.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Entering Unmasked Estep 
Score: -6659313.500000 Penalty: 1791.771851
	Iteration 0F: 2 clusters Score -6659314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -6618376.000000 Penalty: 3583.543701
	Iteration 0F: 3 clusters Score -6618376 nChanged 29005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6635440.000000 Penalty: 3583.543701
	Iteration 1F: 3 clusters Score -6635440 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6636390.000000 Penalty: 3583.543701
	Iteration 2Q: 3 clusters Score -6636390 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6637468.500000 Penalty: 3583.543701
	Iteration 3Q: 3 clusters Score -6637468 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -6638873.500000 Penalty: 3583.543701
	Iteration 4Q: 3 clusters Score -6638874 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -6640737.000000 Penalty: 3583.543701
	Iteration 5F: 3 clusters Score -6640737 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6643365.000000 Penalty: 3583.543701
	Iteration 6F: 3 clusters Score -6643365 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6646679.500000 Penalty: 3583.543701
	Iteration 7F: 3 clusters Score -6646680 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -6649337.000000 Penalty: 3583.543701
	Iteration 8F: 3 clusters Score -6649337 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -6650633.000000 Penalty: 3583.543701
	Iteration 9Q: 3 clusters Score -6650633 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6651095.500000 Penalty: 3583.543701
	Iteration 10Q: 3 clusters Score -6651096 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6651324.500000 Penalty: 3583.543701
	Iteration 11Q: 3 clusters Score -6651324 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -6651457.000000 Penalty: 3583.543701
	Iteration 12Q: 3 clusters Score -6651457 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -6651559.500000 Penalty: 3583.543701
	Iteration 13Q: 3 clusters Score -6651560 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6651628.000000 Penalty: 3583.543701
	Iteration 14Q: 3 clusters Score -6651628 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -6651673.000000 Penalty: 3583.543701
	Iteration 15Q: 3 clusters Score -6651673 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6651708.500000 Penalty: 3583.543701
	Iteration 16Q: 3 clusters Score -6651708 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -6651748.500000 Penalty: 3583.543701
	Iteration 17Q: 3 clusters Score -6651748 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -6651834.000000 Penalty: 3583.543701
	Iteration 18Q: 3 clusters Score -6651834 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6651866.000000 Penalty: 3583.543701
	Iteration 19Q: 3 clusters Score -6651866 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6651907.000000 Penalty: 3583.543701
	Iteration 20F: 3 clusters Score -6651907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6651943.500000 Penalty: 3583.543701
	Iteration 21Q: 3 clusters Score -6651944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -6651953.000000 Penalty: 3583.543701
	Iteration 22Q: 3 clusters Score -6651953 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -6651972.500000 Penalty: 3583.543701
	Iteration 23Q: 3 clusters Score -6651972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6651990.000000 Penalty: 3583.543701
	Iteration 24Q: 3 clusters Score -6651990 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -6652011.000000 Penalty: 3583.543701
	Iteration 25Q: 3 clusters Score -6652011 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6652024.500000 Penalty: 3583.543701
	Iteration 26Q: 3 clusters Score -6652024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -6652052.000000 Penalty: 3583.543701
	Iteration 27Q: 3 clusters Score -6652052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6652048.000000 Penalty: 3583.543701
	Iteration 28Q: 3 clusters Score -6652048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -6652045.500000 Penalty: 3583.543701
	Iteration 29Q: 3 clusters Score -6652046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6652056.000000 Penalty: 3583.543701
	Iteration 30Q: 3 clusters Score -6652056 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -6652048.000000 Penalty: 3583.543701
	Iteration 31Q: 3 clusters Score -6652048 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -6652047.000000 Penalty: 3583.543701
	Iteration 32Q: 3 clusters Score -6652047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6652064.500000 Penalty: 3583.543701
	Iteration 33Q: 3 clusters Score -6652064 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6652064.000000 Penalty: 3583.543701
	Iteration 34Q: 3 clusters Score -6652064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6652069.000000 Penalty: 3583.543701
	Iteration 35Q: 3 clusters Score -6652069 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -6652080.500000 Penalty: 3583.543701
	Iteration 36Q: 3 clusters Score -6652080 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -6652095.500000 Penalty: 3583.543701
	Iteration 37Q: 3 clusters Score -6652096 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6652089.500000 Penalty: 3583.543701
	Iteration 38Q: 3 clusters Score -6652090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -6652127.000000 Penalty: 3583.543701
	Iteration 39Q: 3 clusters Score -6652127 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -6652146.500000 Penalty: 3583.543701
	Iteration 40F: 3 clusters Score -6652146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -6652161.000000 Penalty: 3583.543701
	Iteration 41Q: 3 clusters Score -6652161 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -6652202.500000 Penalty: 3583.543701
	Iteration 42Q: 3 clusters Score -6652202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -6652190.000000 Penalty: 3583.543701
	Iteration 43Q: 3 clusters Score -6652190 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6652216.000000 Penalty: 3583.543701
	Iteration 44Q: 3 clusters Score -6652216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6652221.500000 Penalty: 3583.543701
	Iteration 45Q: 3 clusters Score -6652222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6652228.000000 Penalty: 3583.543701
	Iteration 46Q: 3 clusters Score -6652228 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -6652254.000000 Penalty: 3583.543701
	Iteration 47Q: 3 clusters Score -6652254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -6652276.000000 Penalty: 3583.543701
	Iteration 48Q: 3 clusters Score -6652276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -6652291.000000 Penalty: 3583.543701
	Iteration 49Q: 3 clusters Score -6652291 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -6652286.000000 Penalty: 3583.543701
	Iteration 50Q: 3 clusters Score -6652286 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -6652330.500000 Penalty: 3583.543701
	Iteration 51Q: 3 clusters Score -6652330 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -6652339.000000 Penalty: 3583.543701
	Iteration 52Q: 3 clusters Score -6652339 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -6652379.500000 Penalty: 3583.543701
	Iteration 53Q: 3 clusters Score -6652380 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -6652385.500000 Penalty: 3583.543701
	Iteration 54Q: 3 clusters Score -6652386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -6652405.000000 Penalty: 3583.543701
	Iteration 55Q: 3 clusters Score -6652405 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -6652441.500000 Penalty: 3583.543701
	Iteration 56Q: 3 clusters Score -6652442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -6652448.500000 Penalty: 3583.543701
	Iteration 57Q: 3 clusters Score -6652448 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -6652479.000000 Penalty: 3583.543701
	Iteration 58Q: 3 clusters Score -6652479 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6652503.500000 Penalty: 3583.543701
	Iteration 59Q: 3 clusters Score -6652504 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -6652515.000000 Penalty: 3583.543701
	Iteration 60F: 3 clusters Score -6652515 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -6652548.500000 Penalty: 3583.543701
	Iteration 61Q: 3 clusters Score -6652548 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6652587.000000 Penalty: 3583.543701
	Iteration 62Q: 3 clusters Score -6652587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -6652668.000000 Penalty: 3583.543701
	Iteration 63Q: 3 clusters Score -6652668 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -6652717.000000 Penalty: 3583.543701
	Iteration 64Q: 3 clusters Score -6652717 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -6652740.000000 Penalty: 3583.543701
	Iteration 65Q: 3 clusters Score -6652740 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -6652782.000000 Penalty: 3583.543701
	Iteration 66Q: 3 clusters Score -6652782 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6652833.000000 Penalty: 3583.543701
	Iteration 67Q: 3 clusters Score -6652833 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -6652873.000000 Penalty: 3583.543701
	Iteration 68Q: 3 clusters Score -6652873 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -6652949.000000 Penalty: 3583.543701
	Iteration 69Q: 3 clusters Score -6652949 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6652996.500000 Penalty: 3583.543701
	Iteration 70Q: 3 clusters Score -6652996 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -6653060.000000 Penalty: 3583.543701
	Iteration 71Q: 3 clusters Score -6653060 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -6653123.500000 Penalty: 3583.543701
	Iteration 72Q: 3 clusters Score -6653124 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -6653216.500000 Penalty: 3583.543701
	Iteration 73Q: 3 clusters Score -6653216 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -6653280.500000 Penalty: 3583.543701
	Iteration 74Q: 3 clusters Score -6653280 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -6653346.500000 Penalty: 3583.543701
	Iteration 75Q: 3 clusters Score -6653346 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -6653423.000000 Penalty: 3583.543701
	Iteration 76Q: 3 clusters Score -6653423 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6653503.500000 Penalty: 3583.543701
	Iteration 77Q: 3 clusters Score -6653504 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6653592.500000 Penalty: 3583.543701
	Iteration 78Q: 3 clusters Score -6653592 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6653668.500000 Penalty: 3583.543701
	Iteration 79Q: 3 clusters Score -6653668 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6653750.000000 Penalty: 3583.543701
	Iteration 80F: 3 clusters Score -6653750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -6653861.000000 Penalty: 3583.543701
	Iteration 81Q: 3 clusters Score -6653861 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6653972.000000 Penalty: 3583.543701
	Iteration 82Q: 3 clusters Score -6653972 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6654068.500000 Penalty: 3583.543701
	Iteration 83Q: 3 clusters Score -6654068 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -6654147.000000 Penalty: 3583.543701
	Iteration 84Q: 3 clusters Score -6654147 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6654222.000000 Penalty: 3583.543701
	Iteration 85Q: 3 clusters Score -6654222 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6654318.000000 Penalty: 3583.543701
	Iteration 86Q: 3 clusters Score -6654318 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -6654452.500000 Penalty: 3583.543701
	Iteration 87Q: 3 clusters Score -6654452 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6654569.000000 Penalty: 3583.543701
	Iteration 88Q: 3 clusters Score -6654569 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6654686.500000 Penalty: 3583.543701
	Iteration 89Q: 3 clusters Score -6654686 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6654844.500000 Penalty: 3583.543701
	Iteration 90Q: 3 clusters Score -6654844 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6654963.000000 Penalty: 3583.543701
	Iteration 91Q: 3 clusters Score -6654963 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6655105.000000 Penalty: 3583.543701
	Iteration 92Q: 3 clusters Score -6655105 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6655262.000000 Penalty: 3583.543701
	Iteration 93Q: 3 clusters Score -6655262 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -6655435.500000 Penalty: 3583.543701
	Iteration 94Q: 3 clusters Score -6655436 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -6655618.000000 Penalty: 3583.543701
	Iteration 95Q: 3 clusters Score -6655618 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -6655777.500000 Penalty: 3583.543701
	Iteration 96Q: 3 clusters Score -6655778 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6655947.500000 Penalty: 3583.543701
	Iteration 97Q: 3 clusters Score -6655948 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6656097.000000 Penalty: 3583.543701
	Iteration 98Q: 3 clusters Score -6656097 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -6656260.000000 Penalty: 3583.543701
	Iteration 99Q: 3 clusters Score -6656260 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -6656415.000000 Penalty: 3583.543701
	Iteration 100F: 3 clusters Score -6656415 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -6656539.500000 Penalty: 3583.543701
	Iteration 101Q: 3 clusters Score -6656540 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -6656674.000000 Penalty: 3583.543701
	Iteration 102Q: 3 clusters Score -6656674 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -6656827.000000 Penalty: 3583.543701
	Iteration 103Q: 3 clusters Score -6656827 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -6656941.500000 Penalty: 3583.543701
	Iteration 104Q: 3 clusters Score -6656942 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -6657081.500000 Penalty: 3583.543701
	Iteration 105Q: 3 clusters Score -6657082 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -6657183.500000 Penalty: 3583.543701
	Iteration 106Q: 3 clusters Score -6657184 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -6657283.000000 Penalty: 3583.543701
	Iteration 107Q: 3 clusters Score -6657283 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -6657375.500000 Penalty: 3583.543701
	Iteration 108Q: 3 clusters Score -6657376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -6657478.000000 Penalty: 3583.543701
	Iteration 109Q: 3 clusters Score -6657478 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -6657546.000000 Penalty: 3583.543701
	Iteration 110Q: 3 clusters Score -6657546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -6657603.500000 Penalty: 3583.543701
	Iteration 111Q: 3 clusters Score -6657604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -6657637.500000 Penalty: 3583.543701
	Iteration 112Q: 3 clusters Score -6657638 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -6657653.000000 Penalty: 3583.543701
	Iteration 113Q: 3 clusters Score -6657653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -6657680.500000 Penalty: 3583.543701
	Iteration 114Q: 3 clusters Score -6657680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -6657711.500000 Penalty: 3583.543701
	Iteration 115Q: 3 clusters Score -6657712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -6657722.500000 Penalty: 3583.543701
	Iteration 116Q: 3 clusters Score -6657722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -6657745.500000 Penalty: 3583.543701
	Iteration 117Q: 3 clusters Score -6657746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -6657773.000000 Penalty: 3583.543701
	Iteration 118Q: 3 clusters Score -6657773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -6657783.000000 Penalty: 3583.543701
	Iteration 119Q: 3 clusters Score -6657783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -6657799.500000 Penalty: 3583.543701
	Iteration 120F: 3 clusters Score -6657800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -6657807.000000 Penalty: 3583.543701
	Iteration 121Q: 3 clusters Score -6657807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -6657817.000000 Penalty: 3583.543701
	Iteration 122Q: 3 clusters Score -6657817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -6657831.000000 Penalty: 3583.543701
	Iteration 123Q: 3 clusters Score -6657831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -6657832.000000 Penalty: 3583.543701
	Iteration 124Q: 3 clusters Score -6657832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -6657844.000000 Penalty: 3583.543701
	Iteration 125Q: 3 clusters Score -6657844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -6657856.000000 Penalty: 3583.543701
	Iteration 126Q: 3 clusters Score -6657856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -6657861.500000 Penalty: 3583.543701
	Iteration 127Q: 3 clusters Score -6657862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -6657871.000000 Penalty: 3583.543701
	Iteration 128Q: 3 clusters Score -6657871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -6657866.500000 Penalty: 3583.543701
	Iteration 129Q: 3 clusters Score -6657866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -6657869.500000 Penalty: 3583.543701
	Iteration 130Q: 3 clusters Score -6657870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -6657871.000000 Penalty: 3583.543701
	Iteration 131Q: 3 clusters Score -6657871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -6657872.500000 Penalty: 3583.543701
	Iteration 132Q: 3 clusters Score -6657872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -6657872.500000 Penalty: 3583.543701
	Iteration 133F: 3 clusters Score -6657872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Entering Unmasked Estep 
Score: -1670275.250000 Penalty: 1566.189331
	Iteration 0F: 2 clusters Score -1670275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1659572.750000 Penalty: 3132.378662
	Iteration 0F: 3 clusters Score -1659573 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1663297.375000 Penalty: 3132.378662
	Iteration 1F: 3 clusters Score -1663297 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1663608 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1663946.375000 Penalty: 3132.378662
	Iteration 3Q: 3 clusters Score -1663946 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1664357.250000 Penalty: 3132.378662
	Iteration 4Q: 3 clusters Score -1664357 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1664838.375000 Penalty: 3132.378662
	Iteration 5F: 3 clusters Score -1664838 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1665381.500000 Penalty: 3132.378662
	Iteration 6F: 3 clusters Score -1665382 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1665992.500000 Penalty: 3132.378662
	Iteration 7F: 3 clusters Score -1665992 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1666559.875000 Penalty: 3132.378662
	Iteration 8F: 3 clusters Score -1666560 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1667051.875000 Penalty: 3132.378662
	Iteration 9F: 3 clusters Score -1667052 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1667422.625000 Penalty: 3132.378662
	Iteration 10Q: 3 clusters Score -1667423 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1667673.875000 Penalty: 3132.378662
	Iteration 11Q: 3 clusters Score -1667674 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1667829.250000 Penalty: 3132.378662
	Iteration 12Q: 3 clusters Score -1667829 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1667915.000000 Penalty: 3132.378662
	Iteration 13Q: 3 clusters Score -1667915 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1667998.125000 Penalty: 3132.378662
	Iteration 14Q: 3 clusters Score -1667998 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1668084.625000 Penalty: 3132.378662
	Iteration 15Q: 3 clusters Score -1668085 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1668171.250000 Penalty: 3132.378662
	Iteration 16Q: 3 clusters Score -1668171 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1668243.500000 Penalty: 3132.378662
	Iteration 17Q: 3 clusters Score -1668244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1668298.750000 Penalty: 3132.378662
	Iteration 18Q: 3 clusters Score -1668299 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1668364.875000 Penalty: 3132.378662
	Iteration 19Q: 3 clusters Score -1668365 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1668415.500000 Penalty: 3132.378662
	Iteration 20F: 3 clusters Score -1668416 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1668477.875000 Penalty: 3132.378662
	Iteration 21Q: 3 clusters Score -1668478 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1668529.000000 Penalty: 3132.378662
	Iteration 22Q: 3 clusters Score -1668529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1668591.250000 Penalty: 3132.378662
	Iteration 23Q: 3 clusters Score -1668591 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1668652.625000 Penalty: 3132.378662
	Iteration 24Q: 3 clusters Score -1668653 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1668719.250000 Penalty: 3132.378662
	Iteration 25Q: 3 clusters Score -1668719 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1668786.375000 Penalty: 3132.378662
	Iteration 26Q: 3 clusters Score -1668786 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1668853.625000 Penalty: 3132.378662
	Iteration 27Q: 3 clusters Score -1668854 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1668915.875000 Penalty: 3132.378662
	Iteration 28Q: 3 clusters Score -1668916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1668987.625000 Penalty: 3132.378662
	Iteration 29Q: 3 clusters Score -1668988 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1669046.375000 Penalty: 3132.378662
	Iteration 30Q: 3 clusters Score -1669046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1669097.875000 Penalty: 3132.378662
	Iteration 31Q: 3 clusters Score -1669098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1669143.625000 Penalty: 3132.378662
	Iteration 32Q: 3 clusters Score -1669144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1669185.125000 Penalty: 3132.378662
	Iteration 33Q: 3 clusters Score -1669185 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1669214.500000 Penalty: 3132.378662
	Iteration 34Q: 3 clusters Score -1669214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1669239.500000 Penalty: 3132.378662
	Iteration 35Q: 3 clusters Score -1669240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1669275.750000 Penalty: 3132.378662
	Iteration 36Q: 3 clusters Score -1669276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1669325.750000 Penalty: 3132.378662
	Iteration 37Q: 3 clusters Score -1669326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1669365.000000 Penalty: 3132.378662
	Iteration 38Q: 3 clusters Score -1669365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1669411.125000 Penalty: 3132.378662
	Iteration 39Q: 3 clusters Score -1669411 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1669454.750000 Penalty: 3132.378662
	Iteration 40F: 3 clusters Score -1669455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1669491.375000 Penalty: 3132.378662
	Iteration 41Q: 3 clusters Score -1669491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1669526.500000 Penalty: 3132.378662
	Iteration 42Q: 3 clusters Score -1669526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1669547.500000 Penalty: 3132.378662
	Iteration 43Q: 3 clusters Score -1669548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1669568.875000 Penalty: 3132.378662
	Iteration 44Q: 3 clusters Score -1669569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1669585.750000 Penalty: 3132.378662
	Iteration 45Q: 3 clusters Score -1669586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1669603.000000 Penalty: 3132.378662
	Iteration 46Q: 3 clusters Score -1669603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1669610.875000 Penalty: 3132.378662
	Iteration 47Q: 3 clusters Score -1669611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1669621.375000 Penalty: 3132.378662
	Iteration 48Q: 3 clusters Score -1669621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1669630.125000 Penalty: 3132.378662
	Iteration 49Q: 3 clusters Score -1669630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1669643.125000 Penalty: 3132.378662
	Iteration 50Q: 3 clusters Score -1669643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1669645.375000 Penalty: 3132.378662
	Iteration 51Q: 3 clusters Score -1669645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1669655.125000 Penalty: 3132.378662
	Iteration 52Q: 3 clusters Score -1669655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1669656.000000 Penalty: 3132.378662
	Iteration 53Q: 3 clusters Score -1669656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1669656.750000 Penalty: 3132.378662
	Iteration 54Q: 3 clusters Score -1669657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1669655.875000 Penalty: 3132.378662
	Iteration 55Q: 3 clusters Score -1669656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1669657.625000 Penalty: 3132.378662
	Iteration 56Q: 3 clusters Score -1669658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1669661.000000 Penalty: 3132.378662
	Iteration 57Q: 3 clusters Score -1669661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1669664.625000 Penalty: 3132.378662
	Iteration 58Q: 3 clusters Score -1669665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1669665.750000 Penalty: 3132.378662
	Iteration 59Q: 3 clusters Score -1669666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1669671.750000 Penalty: 3132.378662
	Iteration 60F: 3 clusters Score -1669672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1669677.125000 Penalty: 3132.378662
	Iteration 61Q: 3 clusters Score -1669677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1669674.125000 Penalty: 3132.378662
	Iteration 62Q: 3 clusters Score -1669674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1669679.000000 Penalty: 3132.378662
	Iteration 63Q: 3 clusters Score -1669679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1669679.250000 Penalty: 3132.378662
	Iteration 64Q: 3 clusters Score -1669679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1669684.750000 Penalty: 3132.378662
	Iteration 65Q: 3 clusters Score -1669685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1669690.125000 Penalty: 3132.378662
	Iteration 66Q: 3 clusters Score -1669690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1669693.625000 Penalty: 3132.378662
	Iteration 67Q: 3 clusters Score -1669694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1669696.875000 Penalty: 3132.378662
	Iteration 68Q: 3 clusters Score -1669697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1669699.250000 Penalty: 3132.378662
	Iteration 69Q: 3 clusters Score -1669699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1669703.125000 Penalty: 3132.378662
	Iteration 70Q: 3 clusters Score -1669703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1669705.500000 Penalty: 3132.378662
	Iteration 71Q: 3 clusters Score -1669706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1669707.375000 Penalty: 3132.378662
	Iteration 72Q: 3 clusters Score -1669707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1669707.375000 Penalty: 3132.378662
	Iteration 73F: 3 clusters Score -1669707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Entering Unmasked Estep 
Score: -1627445.625000 Penalty: 1567.329590
	Iteration 0F: 2 clusters Score -1627446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1616683.000000 Penalty: 3134.659180
	Iteration 0F: 3 clusters Score -1616683 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1620512.875000 Penalty: 3134.659180
	Iteration 1F: 3 clusters Score -1620513 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1620870.125000 Penalty: 3134.659180
	Iteration 2F: 3 clusters Score -1620870 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1621200.375000 Penalty: 3134.659180
	Iteration 3F: 3 clusters Score -1621200 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1621493.000000 Penalty: 3134.659180
	Iteration 4Q: 3 clusters Score -1621493 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1621813.000000 Penalty: 3134.659180
	Iteration 5Q: 3 clusters Score -1621813 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1622199.125000 Penalty: 3134.659180
	Iteration 6Q: 3 clusters Score -1622199 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1622713.625000 Penalty: 3134.659180
	Iteration 7F: 3 clusters Score -1622714 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1623300.875000 Penalty: 3134.659180
	Iteration 8F: 3 clusters Score -1623301 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1623914.000000 Penalty: 3134.659180
	Iteration 9F: 3 clusters Score -1623914 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1624507.000000 Penalty: 3134.659180
	Iteration 10F: 3 clusters Score -1624507 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1624961.250000 Penalty: 3134.659180
	Iteration 11Q: 3 clusters Score -1624961 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1625291.250000 Penalty: 3134.659180
	Iteration 12Q: 3 clusters Score -1625291 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1625544.000000 Penalty: 3134.659180
	Iteration 13Q: 3 clusters Score -1625544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1625706.250000 Penalty: 3134.659180
	Iteration 14Q: 3 clusters Score -1625706 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1625824.250000 Penalty: 3134.659180
	Iteration 15Q: 3 clusters Score -1625824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1625909.250000 Penalty: 3134.659180
	Iteration 16Q: 3 clusters Score -1625909 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1625978.500000 Penalty: 3134.659180
	Iteration 17Q: 3 clusters Score -1625978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1626027.375000 Penalty: 3134.659180
	Iteration 18Q: 3 clusters Score -1626027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1626065.125000 Penalty: 3134.659180
	Iteration 19Q: 3 clusters Score -1626065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1626088.625000 Penalty: 3134.659180
	Iteration 20F: 3 clusters Score -1626089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1626121.000000 Penalty: 3134.659180
	Iteration 21Q: 3 clusters Score -1626121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1626146.500000 Penalty: 3134.659180
	Iteration 22Q: 3 clusters Score -1626146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1626159.625000 Penalty: 3134.659180
	Iteration 23Q: 3 clusters Score -1626160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1626167.750000 Penalty: 3134.659180
	Iteration 24Q: 3 clusters Score -1626168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1626181.125000 Penalty: 3134.659180
	Iteration 25Q: 3 clusters Score -1626181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1626182.750000 Penalty: 3134.659180
	Iteration 26Q: 3 clusters Score -1626183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1626186.250000 Penalty: 3134.659180
	Iteration 27Q: 3 clusters Score -1626186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1626187.250000 Penalty: 3134.659180
	Iteration 28Q: 3 clusters Score -1626187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1626190.125000 Penalty: 3134.659180
	Iteration 29Q: 3 clusters Score -1626190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1626193.750000 Penalty: 3134.659180
	Iteration 30Q: 3 clusters Score -1626194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1626196.125000 Penalty: 3134.659180
	Iteration 31Q: 3 clusters Score -1626196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1626196.625000 Penalty: 3134.659180
	Iteration 32Q: 3 clusters Score -1626197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1626198.750000 Penalty: 3134.659180
	Iteration 33Q: 3 clusters Score -1626199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1626203.000000 Penalty: 3134.659180
	Iteration 34Q: 3 clusters Score -1626203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1626206.000000 Penalty: 3134.659180
	Iteration 35Q: 3 clusters Score -1626206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1626207.500000 Penalty: 3134.659180
	Iteration 36Q: 3 clusters Score -1626208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1626210.500000 Penalty: 3134.659180
	Iteration 37Q: 3 clusters Score -1626210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1626210.500000 Penalty: 3134.659180
	Iteration 38F: 3 clusters Score -1626210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -22495.964844 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -22495.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21778.750000 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -21778.75 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22128.748047 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -22128.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22348.251953 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -22348.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22676.384766 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -22676.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22850.218750 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -22850.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23060.662109 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -23060.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23176.587891 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -23176.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23297.070312 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -23297.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23316.703125 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -23316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23316.703125 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -23316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157835 members 
Mstep: Class 6 contains 21868 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 8 contains 25129 members 
Mstep: Class 9 contains 168016 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61469 members 
Mstep: Class 13 contains 174 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 18 contains 211092 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
Score: -84486328.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84486792.000000 to -84486328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Entering Unmasked Estep 
Score: -2603969.500000 Penalty: 1638.523682
	Iteration 0F: 2 clusters Score -2603970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2587952.000000 Penalty: 3277.047363
	Iteration 0F: 3 clusters Score -2587952 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2593820.250000 Penalty: 3277.047363
	Iteration 1F: 3 clusters Score -2593820 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2594313.750000 Penalty: 3277.047363
	Iteration 2Q: 3 clusters Score -2594314 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2594835.500000 Penalty: 3277.047363
	Iteration 3Q: 3 clusters Score -2594836 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2595387.250000 Penalty: 3277.047363
	Iteration 4Q: 3 clusters Score -2595387 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2595998.750000 Penalty: 3277.047363
	Iteration 5Q: 3 clusters Score -2595999 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2596719.000000 Penalty: 3277.047363
	Iteration 6F: 3 clusters Score -2596719 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2597663.000000 Penalty: 3277.047363
	Iteration 7F: 3 clusters Score -2597663 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2598661.500000 Penalty: 3277.047363
	Iteration 8F: 3 clusters Score -2598662 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2599608.500000 Penalty: 3277.047363
	Iteration 9F: 3 clusters Score -2599608 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2600218.750000 Penalty: 3277.047363
	Iteration 10Q: 3 clusters Score -2600219 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2600470.250000 Penalty: 3277.047363
	Iteration 11Q: 3 clusters Score -2600470 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2600588.000000 Penalty: 3277.047363
	Iteration 12Q: 3 clusters Score -2600588 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2600648.250000 Penalty: 3277.047363
	Iteration 13Q: 3 clusters Score -2600648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2600680.250000 Penalty: 3277.047363
	Iteration 14Q: 3 clusters Score -2600680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2600691.000000 Penalty: 3277.047363
	Iteration 15Q: 3 clusters Score -2600691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2600720.250000 Penalty: 3277.047363
	Iteration 16Q: 3 clusters Score -2600720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2600745.750000 Penalty: 3277.047363
	Iteration 17Q: 3 clusters Score -2600746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2600762.000000 Penalty: 3277.047363
	Iteration 18Q: 3 clusters Score -2600762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2600772.500000 Penalty: 3277.047363
	Iteration 19Q: 3 clusters Score -2600772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2600798.000000 Penalty: 3277.047363
	Iteration 20F: 3 clusters Score -2600798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2600809 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2600816 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2600829 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2600858 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2600880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2600900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2600916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2600928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2600932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2600941.250000 Penalty: 3277.047363
	Iteration 30Q: 3 clusters Score -2600941 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2600960 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2600978 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2601008 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2601018.750000 Penalty: 3277.047363
	Iteration 34Q: 3 clusters Score -2601019 nChanged 118
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Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2601039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2601058 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2601066 nChanged 118
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Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2601074.000000 Penalty: 3277.047363
	Iteration 38Q: 3 clusters Score -2601074 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2601094.750000 Penalty: 3277.047363
	Iteration 39Q: 3 clusters Score -2601095 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2601110.500000 Penalty: 3277.047363
	Iteration 40F: 3 clusters Score -2601110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2601127.500000 Penalty: 3277.047363
	Iteration 41Q: 3 clusters Score -2601128 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2601141.750000 Penalty: 3277.047363
	Iteration 42Q: 3 clusters Score -2601142 nChanged 101
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Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2601151 nChanged 125
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Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2601169.500000 Penalty: 3277.047363
	Iteration 44Q: 3 clusters Score -2601170 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2601181 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2601208.750000 Penalty: 3277.047363
	Iteration 46Q: 3 clusters Score -2601209 nChanged 89
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Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2601212 nChanged 73
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Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2601210 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2601226 nChanged 83
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Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2601242.750000 Penalty: 3277.047363
	Iteration 50Q: 3 clusters Score -2601243 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2601254 nChanged 111
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2601261 nChanged 136
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Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2601289 nChanged 129
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Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2601314 nChanged 125
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Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2601328 nChanged 119
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Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2601337 nChanged 120
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Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 7557 members 
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Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2601365 nChanged 119
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Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2601389 nChanged 128
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Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2601405.750000 Penalty: 3277.047363
	Iteration 60F: 3 clusters Score -2601406 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2601421.500000 Penalty: 3277.047363
	Iteration 61Q: 3 clusters Score -2601422 nChanged 132
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Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2601451 nChanged 142
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Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2601478 nChanged 144
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Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 6637 members 
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	Iteration 64Q: 3 clusters Score -2601506 nChanged 138
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Mstep: Class 1 contains 17439 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2601525 nChanged 133
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Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2601539 nChanged 137
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2601578 nChanged 152
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Mstep: Class 2 contains 6079 members 
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	Iteration 68Q: 3 clusters Score -2601605 nChanged 157
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Mstep: Class 1 contains 18016 members 
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	Iteration 69Q: 3 clusters Score -2601636 nChanged 157
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Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5765 members 
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	Iteration 70Q: 3 clusters Score -2601668 nChanged 148
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	Iteration 71Q: 3 clusters Score -2601700 nChanged 145
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2601722 nChanged 143
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2601753 nChanged 131
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Mstep: Class 1 contains 18736 members 
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	Iteration 74Q: 3 clusters Score -2601777 nChanged 143
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	Iteration 75Q: 3 clusters Score -2601806 nChanged 157
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	Iteration 76Q: 3 clusters Score -2601840 nChanged 140
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	Iteration 77Q: 3 clusters Score -2601864 nChanged 124
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Mstep: Class 1 contains 19298 members 
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	Iteration 78Q: 3 clusters Score -2601888 nChanged 117
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Mstep: Class 1 contains 19415 members 
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	Iteration 79Q: 3 clusters Score -2601904 nChanged 119
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Mstep: Class 1 contains 19534 members 
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Entering Unmasked Estep 
Score: -2601927.000000 Penalty: 3277.047363
	Iteration 80F: 3 clusters Score -2601927 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19646 members 
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	Iteration 81Q: 3 clusters Score -2601955 nChanged 126
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Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 4166 members 
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	Iteration 82Q: 3 clusters Score -2601986 nChanged 116
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Mstep: Class 1 contains 19888 members 
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	Iteration 83Q: 3 clusters Score -2602007 nChanged 116
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Mstep: Class 1 contains 20004 members 
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	Iteration 84Q: 3 clusters Score -2602046 nChanged 119
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Mstep: Class 1 contains 20121 members 
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	Iteration 85Q: 3 clusters Score -2602072 nChanged 124
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Mstep: Class 1 contains 20243 members 
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	Iteration 86Q: 3 clusters Score -2602108 nChanged 116
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Mstep: Class 1 contains 20357 members 
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	Iteration 87Q: 3 clusters Score -2602136 nChanged 113
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Mstep: Class 1 contains 20468 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2602163 nChanged 106
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2602187 nChanged 90
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Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2602197 nChanged 66
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Mstep: Class 1 contains 20724 members 
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	Iteration 91Q: 3 clusters Score -2602209 nChanged 63
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2602218 nChanged 69
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	Iteration 93Q: 3 clusters Score -2602234 nChanged 64
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Mstep: Class 1 contains 20920 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2602240 nChanged 66
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	Iteration 95Q: 3 clusters Score -2602255 nChanged 75
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2602276 nChanged 72
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Mstep: Class 1 contains 21133 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2602295 nChanged 72
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2602308 nChanged 69
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2602320 nChanged 79
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Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 2585 members 
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	Iteration 100F: 3 clusters Score -2602340 nChanged 64
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2602348 nChanged 62
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2602363 nChanged 57
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Mstep: Class 1 contains 21534 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2602384 nChanged 58
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Mstep: Class 1 contains 21588 members 
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	Iteration 104Q: 3 clusters Score -2602398 nChanged 59
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Mstep: Class 1 contains 21647 members 
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Entering Unmasked Estep 
Score: -2602418.000000 Penalty: 3277.047363
	Iteration 105Q: 3 clusters Score -2602418 nChanged 67
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Mstep: Class 1 contains 21712 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2602436 nChanged 68
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Mstep: Class 1 contains 21778 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2602456 nChanged 62
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Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2602467 nChanged 51
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Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2602486 nChanged 43
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Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2602500 nChanged 36
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Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2602511.500000 Penalty: 3277.047363
	Iteration 111Q: 3 clusters Score -2602512 nChanged 33
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Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2602514.500000 Penalty: 3277.047363
	Iteration 112Q: 3 clusters Score -2602514 nChanged 37
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Entering Unmasked Estep 
Score: -2602526.750000 Penalty: 3277.047363
	Iteration 113Q: 3 clusters Score -2602527 nChanged 36
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Mstep: Class 1 contains 22072 members 
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Entering Unmasked Estep 
Score: -2602529.750000 Penalty: 3277.047363
	Iteration 114Q: 3 clusters Score -2602530 nChanged 46
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Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2602541.250000 Penalty: 3277.047363
	Iteration 115Q: 3 clusters Score -2602541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2602548.250000 Penalty: 3277.047363
	Iteration 116Q: 3 clusters Score -2602548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2602559.000000 Penalty: 3277.047363
	Iteration 117Q: 3 clusters Score -2602559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2602571.750000 Penalty: 3277.047363
	Iteration 118Q: 3 clusters Score -2602572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2602595.000000 Penalty: 3277.047363
	Iteration 119Q: 3 clusters Score -2602595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2602607.750000 Penalty: 3277.047363
	Iteration 120F: 3 clusters Score -2602608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2602617.250000 Penalty: 3277.047363
	Iteration 121Q: 3 clusters Score -2602617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2602627.750000 Penalty: 3277.047363
	Iteration 122Q: 3 clusters Score -2602628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2602634.000000 Penalty: 3277.047363
	Iteration 123Q: 3 clusters Score -2602634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2602647.500000 Penalty: 3277.047363
	Iteration 124Q: 3 clusters Score -2602648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2602649.750000 Penalty: 3277.047363
	Iteration 125Q: 3 clusters Score -2602650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2602653.000000 Penalty: 3277.047363
	Iteration 126Q: 3 clusters Score -2602653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2602660.000000 Penalty: 3277.047363
	Iteration 127Q: 3 clusters Score -2602660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2602666.500000 Penalty: 3277.047363
	Iteration 128Q: 3 clusters Score -2602666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2602669.500000 Penalty: 3277.047363
	Iteration 129Q: 3 clusters Score -2602670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2602677.000000 Penalty: 3277.047363
	Iteration 130Q: 3 clusters Score -2602677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2602681.750000 Penalty: 3277.047363
	Iteration 131Q: 3 clusters Score -2602682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2602685.250000 Penalty: 3277.047363
	Iteration 132Q: 3 clusters Score -2602685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2602688.750000 Penalty: 3277.047363
	Iteration 133Q: 3 clusters Score -2602689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2602702.000000 Penalty: 3277.047363
	Iteration 134Q: 3 clusters Score -2602702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2602706.250000 Penalty: 3277.047363
	Iteration 135Q: 3 clusters Score -2602706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2602712.750000 Penalty: 3277.047363
	Iteration 136Q: 3 clusters Score -2602713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2602714.750000 Penalty: 3277.047363
	Iteration 137Q: 3 clusters Score -2602715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2602722.500000 Penalty: 3277.047363
	Iteration 138Q: 3 clusters Score -2602722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2602730.000000 Penalty: 3277.047363
	Iteration 139Q: 3 clusters Score -2602730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2602731.250000 Penalty: 3277.047363
	Iteration 140F: 3 clusters Score -2602731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2602735.000000 Penalty: 3277.047363
	Iteration 141Q: 3 clusters Score -2602735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2602736.500000 Penalty: 3277.047363
	Iteration 142Q: 3 clusters Score -2602736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2602740.000000 Penalty: 3277.047363
	Iteration 143Q: 3 clusters Score -2602740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2602736.250000 Penalty: 3277.047363
	Iteration 144Q: 3 clusters Score -2602736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2602741.250000 Penalty: 3277.047363
	Iteration 145Q: 3 clusters Score -2602741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2602744.750000 Penalty: 3277.047363
	Iteration 146Q: 3 clusters Score -2602745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2602745.750000 Penalty: 3277.047363
	Iteration 147Q: 3 clusters Score -2602746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2602747.750000 Penalty: 3277.047363
	Iteration 148Q: 3 clusters Score -2602748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2602748.750000 Penalty: 3277.047363
	Iteration 149Q: 3 clusters Score -2602749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2602748.750000 Penalty: 3277.047363
	Iteration 150F: 3 clusters Score -2602749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (211092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211092 members 
Entering Unmasked Estep 
Score: -22425330.000000 Penalty: 1992.258057
	Iteration 0F: 2 clusters Score -2.242533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -22289222.000000 Penalty: 3984.516113
	Iteration 0F: 3 clusters Score -2.228922e+07 nChanged 102217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -22349920.000000 Penalty: 3984.516113
	Iteration 1F: 3 clusters Score -2.234992e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -22351700.000000 Penalty: 3984.516113
	Iteration 2Q: 3 clusters Score -2.23517e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -22354132.000000 Penalty: 3984.516113
	Iteration 3Q: 3 clusters Score -2.235413e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -22358038.000000 Penalty: 3984.516113
	Iteration 4Q: 3 clusters Score -2.235804e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -22364414.000000 Penalty: 3984.516113
	Iteration 5F: 3 clusters Score -2.236441e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 131477 members 
Entering Unmasked Estep 
Score: -22373982.000000 Penalty: 3984.516113
	Iteration 6F: 3 clusters Score -2.237398e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -22387284.000000 Penalty: 3984.516113
	Iteration 7F: 3 clusters Score -2.238728e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -22401216.000000 Penalty: 3984.516113
	Iteration 8F: 3 clusters Score -2.240122e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -22410048.000000 Penalty: 3984.516113
	Iteration 9F: 3 clusters Score -2.241005e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -22413704.000000 Penalty: 3984.516113
	Iteration 10Q: 3 clusters Score -2.24137e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -22415632.000000 Penalty: 3984.516113
	Iteration 11Q: 3 clusters Score -2.241563e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -22417188.000000 Penalty: 3984.516113
	Iteration 12Q: 3 clusters Score -2.241719e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 179048 members 
Entering Unmasked Estep 
Score: -22418320.000000 Penalty: 3984.516113
	Iteration 13Q: 3 clusters Score -2.241832e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 182719 members 
Entering Unmasked Estep 
Score: -22419238.000000 Penalty: 3984.516113
	Iteration 14Q: 3 clusters Score -2.241924e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 186172 members 
Entering Unmasked Estep 
Score: -22419978.000000 Penalty: 3984.516113
	Iteration 15Q: 3 clusters Score -2.241998e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 189361 members 
Entering Unmasked Estep 
Score: -22420760.000000 Penalty: 3984.516113
	Iteration 16Q: 3 clusters Score -2.242076e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 192247 members 
Entering Unmasked Estep 
Score: -22421426.000000 Penalty: 3984.516113
	Iteration 17Q: 3 clusters Score -2.242143e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 194839 members 
Entering Unmasked Estep 
Score: -22422022.000000 Penalty: 3984.516113
	Iteration 18Q: 3 clusters Score -2.242202e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -22422470.000000 Penalty: 3984.516113
	Iteration 19Q: 3 clusters Score -2.242247e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 199164 members 
Entering Unmasked Estep 
Score: -22423018.000000 Penalty: 3984.516113
	Iteration 20F: 3 clusters Score -2.242302e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 200910 members 
Entering Unmasked Estep 
Score: -22423466.000000 Penalty: 3984.516113
	Iteration 21Q: 3 clusters Score -2.242347e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 202421 members 
Entering Unmasked Estep 
Score: -22423660.000000 Penalty: 3984.516113
	Iteration 22Q: 3 clusters Score -2.242366e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 203690 members 
Entering Unmasked Estep 
Score: -22423904.000000 Penalty: 3984.516113
	Iteration 23Q: 3 clusters Score -2.24239e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 204778 members 
Entering Unmasked Estep 
Score: -22424064.000000 Penalty: 3984.516113
	Iteration 24Q: 3 clusters Score -2.242406e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 205644 members 
Entering Unmasked Estep 
Score: -22424318.000000 Penalty: 3984.516113
	Iteration 25Q: 3 clusters Score -2.242432e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 206371 members 
Entering Unmasked Estep 
Score: -22424442.000000 Penalty: 3984.516113
	Iteration 26Q: 3 clusters Score -2.242444e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 206931 members 
Entering Unmasked Estep 
Score: -22424538.000000 Penalty: 3984.516113
	Iteration 27Q: 3 clusters Score -2.242454e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 207377 members 
Entering Unmasked Estep 
Score: -22424634.000000 Penalty: 3984.516113
	Iteration 28Q: 3 clusters Score -2.242463e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 207753 members 
Entering Unmasked Estep 
Score: -22424558.000000 Penalty: 3984.516113
	Iteration 29Q: 3 clusters Score -2.242456e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 208089 members 
Entering Unmasked Estep 
Score: -22424532.000000 Penalty: 3984.516113
	Iteration 30Q: 3 clusters Score -2.242453e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 208328 members 
Entering Unmasked Estep 
Score: -22424552.000000 Penalty: 3984.516113
	Iteration 31Q: 3 clusters Score -2.242455e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 208516 members 
Entering Unmasked Estep 
Score: -22424546.000000 Penalty: 3984.516113
	Iteration 32Q: 3 clusters Score -2.242455e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 208651 members 
Entering Unmasked Estep 
Score: -22424580.000000 Penalty: 3984.516113
	Iteration 33Q: 3 clusters Score -2.242458e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 208760 members 
Entering Unmasked Estep 
Score: -22424564.000000 Penalty: 3984.516113
	Iteration 34Q: 3 clusters Score -2.242456e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 208852 members 
Entering Unmasked Estep 
Score: -22424552.000000 Penalty: 3984.516113
	Iteration 35Q: 3 clusters Score -2.242455e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 208934 members 
Entering Unmasked Estep 
Score: -22424598.000000 Penalty: 3984.516113
	Iteration 36Q: 3 clusters Score -2.24246e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 209013 members 
Entering Unmasked Estep 
Score: -22424594.000000 Penalty: 3984.516113
	Iteration 37Q: 3 clusters Score -2.242459e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 209068 members 
Entering Unmasked Estep 
Score: -22424612.000000 Penalty: 3984.516113
	Iteration 38Q: 3 clusters Score -2.242461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 209101 members 
Entering Unmasked Estep 
Score: -22424558.000000 Penalty: 3984.516113
	Iteration 39Q: 3 clusters Score -2.242456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -22424570.000000 Penalty: 3984.516113
	Iteration 40F: 3 clusters Score -2.242457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 209154 members 
Entering Unmasked Estep 
Score: -22424566.000000 Penalty: 3984.516113
	Iteration 41Q: 3 clusters Score -2.242457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 209179 members 
Entering Unmasked Estep 
Score: -22424590.000000 Penalty: 3984.516113
	Iteration 42Q: 3 clusters Score -2.242459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 209203 members 
Entering Unmasked Estep 
Score: -22424584.000000 Penalty: 3984.516113
	Iteration 43Q: 3 clusters Score -2.242458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 209223 members 
Entering Unmasked Estep 
Score: -22424604.000000 Penalty: 3984.516113
	Iteration 44Q: 3 clusters Score -2.24246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -22424612.000000 Penalty: 3984.516113
	Iteration 45Q: 3 clusters Score -2.242461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 209245 members 
Entering Unmasked Estep 
Score: -22424600.000000 Penalty: 3984.516113
	Iteration 46Q: 3 clusters Score -2.24246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -22424612.000000 Penalty: 3984.516113
	Iteration 47Q: 3 clusters Score -2.242461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 209261 members 
Entering Unmasked Estep 
Score: -22424608.000000 Penalty: 3984.516113
	Iteration 48Q: 3 clusters Score -2.242461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -22424618.000000 Penalty: 3984.516113
	Iteration 49Q: 3 clusters Score -2.242462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 209275 members 
Entering Unmasked Estep 
Score: -22424604.000000 Penalty: 3984.516113
	Iteration 50Q: 3 clusters Score -2.24246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 209280 members 
Entering Unmasked Estep 
Score: -22424612.000000 Penalty: 3984.516113
	Iteration 51Q: 3 clusters Score -2.242461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 209285 members 
Entering Unmasked Estep 
Score: -22424612.000000 Penalty: 3984.516113
	Iteration 52Q: 3 clusters Score -2.242461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -22424614.000000 Penalty: 3984.516113
	Iteration 53Q: 3 clusters Score -2.242461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 209294 members 
Entering Unmasked Estep 
Score: -22424614.000000 Penalty: 3984.516113
	Iteration 54Q: 3 clusters Score -2.242461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 209297 members 
Entering Unmasked Estep 
Score: -22424604.000000 Penalty: 3984.516113
	Iteration 55Q: 3 clusters Score -2.24246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 209298 members 
Entering Unmasked Estep 
Score: -22424606.000000 Penalty: 3984.516113
	Iteration 56Q: 3 clusters Score -2.242461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 209298 members 
Entering Unmasked Estep 
Score: -22424606.000000 Penalty: 3984.516113
	Iteration 57F: 3 clusters Score -2.242461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -517839.593750 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -517839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -513819.750000 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -513819.8 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -515275.500000 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -515275.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -515811.125000 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -515811.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -516298.375000 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -516298.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -516688.593750 Penalty: 2774.523682
	Iteration 4F: 3 clusters Score -516688.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -516951.906250 Penalty: 2774.523682
	Iteration 5F: 3 clusters Score -516951.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -517146.312500 Penalty: 2774.523682
	Iteration 6F: 3 clusters Score -517146.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -517266.843750 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -517266.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -517325.500000 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -517325.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -517365.125000 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -517365.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -517393.562500 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -517393.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -517417.781250 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -517417.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -517436.156250 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -517436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -517456.843750 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -517456.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -517475.062500 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -517475.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -517486.937500 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -517486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -517496.781250 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -517496.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -517505.000000 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -517505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -517513.593750 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -517513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -517520.406250 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -517520.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -517531.375000 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -517531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -517533.718750 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -517533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -517537.500000 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -517537.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -517538.781250 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -517538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -517543.062500 Penalty: 2774.523682
	Iteration 24Q: 3 clusters Score -517543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -517542.750000 Penalty: 2774.523682
	Iteration 25Q: 3 clusters Score -517542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -517543.312500 Penalty: 2774.523682
	Iteration 26Q: 3 clusters Score -517543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -517544.281250 Penalty: 2774.523682
	Iteration 27Q: 3 clusters Score -517544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -517543.968750 Penalty: 2774.523682
	Iteration 28Q: 3 clusters Score -517544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -517545.062500 Penalty: 2774.523682
	Iteration 29Q: 3 clusters Score -517545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -517545.062500 Penalty: 2774.523682
	Iteration 30F: 3 clusters Score -517545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157835 members 
Mstep: Class 6 contains 21868 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 8 contains 25129 members 
Mstep: Class 9 contains 168016 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61469 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23938 members 
Mstep: Class 18 contains 211092 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 279Q: 19 clusters Score -8.448683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157835 members 
Mstep: Class 6 contains 21864 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 25130 members 
Mstep: Class 9 contains 168026 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61457 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23937 members 
Mstep: Class 18 contains 211098 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486840.000000 Penalty: 39790.128906
Iteration 280F: 19 clusters Score -8.448684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157838 members 
Mstep: Class 6 contains 21863 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 25131 members 
Mstep: Class 9 contains 168030 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61444 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23935 members 
Mstep: Class 18 contains 211104 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 281Q: 19 clusters Score -8.448682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157840 members 
Mstep: Class 6 contains 21862 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168037 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 61430 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 211112 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486880.000000 Penalty: 39790.128906
Iteration 282Q: 19 clusters Score -8.448688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54118 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157841 members 
Mstep: Class 6 contains 21855 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 25134 members 
Mstep: Class 9 contains 168044 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61425 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211120 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 283Q: 19 clusters Score -8.448683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157846 members 
Mstep: Class 6 contains 21851 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168046 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61417 members 
Mstep: Class 14 contains 15336 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23922 members 
Mstep: Class 18 contains 211128 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486840.000000 Penalty: 39790.128906
Iteration 284Q: 19 clusters Score -8.448684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157850 members 
Mstep: Class 6 contains 21850 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25132 members 
Mstep: Class 9 contains 168044 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61418 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23923 members 
Mstep: Class 18 contains 211128 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486864.000000 Penalty: 39790.128906
Iteration 285Q: 19 clusters Score -8.448686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157854 members 
Mstep: Class 6 contains 21848 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25132 members 
Mstep: Class 9 contains 168041 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61416 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211130 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486880.000000 Penalty: 39790.128906
Iteration 286Q: 19 clusters Score -8.448688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157857 members 
Mstep: Class 6 contains 21846 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168043 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61410 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211131 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 287Q: 19 clusters Score -8.448683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157866 members 
Mstep: Class 6 contains 21843 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168043 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61405 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23926 members 
Mstep: Class 18 contains 211128 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 288Q: 19 clusters Score -8.448682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157868 members 
Mstep: Class 6 contains 21840 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168047 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61399 members 
Mstep: Class 14 contains 15335 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23926 members 
Mstep: Class 18 contains 211131 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486856.000000 Penalty: 39790.128906
Iteration 289Q: 19 clusters Score -8.448686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157874 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168046 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61394 members 
Mstep: Class 14 contains 15334 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23926 members 
Mstep: Class 18 contains 211133 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486816.000000 Penalty: 39790.128906
Iteration 290Q: 19 clusters Score -8.448682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54120 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157880 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168045 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61388 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211136 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 291Q: 19 clusters Score -8.448683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54121 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157889 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168040 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61383 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211137 members 
Mstep: Class 20 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486864.000000 Penalty: 39790.128906
Iteration 292Q: 19 clusters Score -8.448686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54122 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157896 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168037 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61380 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211137 members 
Mstep: Class 20 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486864.000000 Penalty: 39790.128906
Iteration 293Q: 19 clusters Score -8.448686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157906 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168032 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61374 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15453 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211138 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486872.000000 Penalty: 39790.128906
Iteration 294Q: 19 clusters Score -8.448687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157912 members 
Mstep: Class 6 contains 21839 members 
Mstep: Class 7 contains 15752 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61368 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211141 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486792.000000 Penalty: 39790.128906
Iteration 295Q: 19 clusters Score -8.448679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157918 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 25134 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61363 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211143 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486856.000000 Penalty: 39790.128906
Iteration 296Q: 19 clusters Score -8.448686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157926 members 
Mstep: Class 6 contains 21836 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61359 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211144 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 297Q: 19 clusters Score -8.448682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157930 members 
Mstep: Class 6 contains 21837 members 
Mstep: Class 7 contains 15739 members 
Mstep: Class 8 contains 25138 members 
Mstep: Class 9 contains 168027 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61357 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211145 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 298Q: 19 clusters Score -8.448683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157936 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168027 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 61353 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23925 members 
Mstep: Class 18 contains 211147 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486808.000000 Penalty: 39790.128906
Iteration 299Q: 19 clusters Score -8.448681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157942 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15735 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 168027 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61346 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211151 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 300F: 19 clusters Score -8.448678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157943 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61341 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211153 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486768.000000 Penalty: 39790.128906
Iteration 301Q: 19 clusters Score -8.448677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157943 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61340 members 
Mstep: Class 14 contains 15331 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211153 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 302Q: 19 clusters Score -8.448678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157946 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61338 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211151 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486752.000000 Penalty: 39790.128906
Iteration 303Q: 19 clusters Score -8.448675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157946 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61339 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211150 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486760.000000 Penalty: 39790.128906
Iteration 304Q: 19 clusters Score -8.448676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54124 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157947 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61337 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211151 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486760.000000 Penalty: 39790.128906
Iteration 305Q: 19 clusters Score -8.448676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157950 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61333 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211153 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486776.000000 Penalty: 39790.128906
Iteration 306Q: 19 clusters Score -8.448678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157949 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168028 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61332 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211155 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486816.000000 Penalty: 39790.128906
Iteration 307Q: 19 clusters Score -8.448682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157950 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61331 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211154 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 308Q: 19 clusters Score -8.448682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157951 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168030 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61331 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211152 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486832.000000 Penalty: 39790.128906
Iteration 309Q: 19 clusters Score -8.448683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157952 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61331 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211152 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 310Q: 19 clusters Score -8.448682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157952 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61331 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 301 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211152 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84486824.000000 Penalty: 39790.128906
Iteration 311F: 19 clusters Score -8.448682e+07 nChanged 0
Entering ConstructFrom: 
Score: -84486824.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (11550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Entering Unmasked Estep 
Score: -1204203.375000 Penalty: 1520.096558
	Iteration 0F: 2 clusters Score -1204203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1196054.750000 Penalty: 3040.193115
	Iteration 0F: 3 clusters Score -1196055 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1198679.625000 Penalty: 3040.193115
	Iteration 1F: 3 clusters Score -1198680 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1198948.500000 Penalty: 3040.193115
	Iteration 2F: 3 clusters Score -1198948 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1199207.500000 Penalty: 3040.193115
	Iteration 3Q: 3 clusters Score -1199208 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1199472.750000 Penalty: 3040.193115
	Iteration 4Q: 3 clusters Score -1199473 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1199776.500000 Penalty: 3040.193115
	Iteration 5Q: 3 clusters Score -1199776 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1200097.500000 Penalty: 3040.193115
	Iteration 6Q: 3 clusters Score -1200098 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1200448.125000 Penalty: 3040.193115
	Iteration 7Q: 3 clusters Score -1200448 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1200811.875000 Penalty: 3040.193115
	Iteration 8F: 3 clusters Score -1200812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1201099.125000 Penalty: 3040.193115
	Iteration 9Q: 3 clusters Score -1201099 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1201317.875000 Penalty: 3040.193115
	Iteration 10Q: 3 clusters Score -1201318 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1201496.500000 Penalty: 3040.193115
	Iteration 11Q: 3 clusters Score -1201496 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1201625.125000 Penalty: 3040.193115
	Iteration 12Q: 3 clusters Score -1201625 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1201724.625000 Penalty: 3040.193115
	Iteration 13Q: 3 clusters Score -1201725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1201785.250000 Penalty: 3040.193115
	Iteration 14Q: 3 clusters Score -1201785 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1201828.375000 Penalty: 3040.193115
	Iteration 15Q: 3 clusters Score -1201828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1201862.875000 Penalty: 3040.193115
	Iteration 16Q: 3 clusters Score -1201863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1201887.750000 Penalty: 3040.193115
	Iteration 17Q: 3 clusters Score -1201888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1201903.625000 Penalty: 3040.193115
	Iteration 18Q: 3 clusters Score -1201904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1201913.250000 Penalty: 3040.193115
	Iteration 19Q: 3 clusters Score -1201913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1201918.000000 Penalty: 3040.193115
	Iteration 20F: 3 clusters Score -1201918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1201927.125000 Penalty: 3040.193115
	Iteration 21Q: 3 clusters Score -1201927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1201936.125000 Penalty: 3040.193115
	Iteration 22Q: 3 clusters Score -1201936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1201945.250000 Penalty: 3040.193115
	Iteration 23Q: 3 clusters Score -1201945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1201947.250000 Penalty: 3040.193115
	Iteration 24Q: 3 clusters Score -1201947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1201950.875000 Penalty: 3040.193115
	Iteration 25Q: 3 clusters Score -1201951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1201958.750000 Penalty: 3040.193115
	Iteration 26Q: 3 clusters Score -1201959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1201963.125000 Penalty: 3040.193115
	Iteration 27Q: 3 clusters Score -1201963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1201964.875000 Penalty: 3040.193115
	Iteration 28Q: 3 clusters Score -1201965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1201971.750000 Penalty: 3040.193115
	Iteration 29Q: 3 clusters Score -1201972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1201977.125000 Penalty: 3040.193115
	Iteration 30Q: 3 clusters Score -1201977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1201978.125000 Penalty: 3040.193115
	Iteration 31Q: 3 clusters Score -1201978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1201981.250000 Penalty: 3040.193115
	Iteration 32Q: 3 clusters Score -1201981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1201989.500000 Penalty: 3040.193115
	Iteration 33Q: 3 clusters Score -1201990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1201991.000000 Penalty: 3040.193115
	Iteration 34Q: 3 clusters Score -1201991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1201994.375000 Penalty: 3040.193115
	Iteration 35Q: 3 clusters Score -1201994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1201999.375000 Penalty: 3040.193115
	Iteration 36Q: 3 clusters Score -1201999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1202003.375000 Penalty: 3040.193115
	Iteration 37Q: 3 clusters Score -1202003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1202015.125000 Penalty: 3040.193115
	Iteration 38Q: 3 clusters Score -1202015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1202014.750000 Penalty: 3040.193115
	Iteration 39Q: 3 clusters Score -1202015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1202011.750000 Penalty: 3040.193115
	Iteration 40F: 3 clusters Score -1202012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1202011.875000 Penalty: 3040.193115
	Iteration 41Q: 3 clusters Score -1202012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1202014.250000 Penalty: 3040.193115
	Iteration 42Q: 3 clusters Score -1202014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1202019.375000 Penalty: 3040.193115
	Iteration 43Q: 3 clusters Score -1202019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1202024.500000 Penalty: 3040.193115
	Iteration 44Q: 3 clusters Score -1202024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1202026.250000 Penalty: 3040.193115
	Iteration 45Q: 3 clusters Score -1202026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1202030.000000 Penalty: 3040.193115
	Iteration 46Q: 3 clusters Score -1202030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1202037.250000 Penalty: 3040.193115
	Iteration 47Q: 3 clusters Score -1202037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1202045.750000 Penalty: 3040.193115
	Iteration 48Q: 3 clusters Score -1202046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1202055.750000 Penalty: 3040.193115
	Iteration 49Q: 3 clusters Score -1202056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1202065.250000 Penalty: 3040.193115
	Iteration 50Q: 3 clusters Score -1202065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1202071.625000 Penalty: 3040.193115
	Iteration 51Q: 3 clusters Score -1202072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1202082.250000 Penalty: 3040.193115
	Iteration 52Q: 3 clusters Score -1202082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1202095.375000 Penalty: 3040.193115
	Iteration 53Q: 3 clusters Score -1202095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1202109.250000 Penalty: 3040.193115
	Iteration 54Q: 3 clusters Score -1202109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1202118.375000 Penalty: 3040.193115
	Iteration 55Q: 3 clusters Score -1202118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1202125.250000 Penalty: 3040.193115
	Iteration 56Q: 3 clusters Score -1202125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1202134.250000 Penalty: 3040.193115
	Iteration 57Q: 3 clusters Score -1202134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1202145.250000 Penalty: 3040.193115
	Iteration 58Q: 3 clusters Score -1202145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1202163.000000 Penalty: 3040.193115
	Iteration 59Q: 3 clusters Score -1202163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1202187.125000 Penalty: 3040.193115
	Iteration 60F: 3 clusters Score -1202187 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1202211.375000 Penalty: 3040.193115
	Iteration 61Q: 3 clusters Score -1202211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1202241.000000 Penalty: 3040.193115
	Iteration 62Q: 3 clusters Score -1202241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1202266.500000 Penalty: 3040.193115
	Iteration 63Q: 3 clusters Score -1202266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1202297.625000 Penalty: 3040.193115
	Iteration 64Q: 3 clusters Score -1202298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1202317.375000 Penalty: 3040.193115
	Iteration 65Q: 3 clusters Score -1202317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1202346.500000 Penalty: 3040.193115
	Iteration 66Q: 3 clusters Score -1202346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1202384.500000 Penalty: 3040.193115
	Iteration 67Q: 3 clusters Score -1202384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1202426.375000 Penalty: 3040.193115
	Iteration 68Q: 3 clusters Score -1202426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1202474.250000 Penalty: 3040.193115
	Iteration 69Q: 3 clusters Score -1202474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1202528.625000 Penalty: 3040.193115
	Iteration 70Q: 3 clusters Score -1202529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1202583.375000 Penalty: 3040.193115
	Iteration 71Q: 3 clusters Score -1202583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1202637.625000 Penalty: 3040.193115
	Iteration 72Q: 3 clusters Score -1202638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1202714.250000 Penalty: 3040.193115
	Iteration 73Q: 3 clusters Score -1202714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1202799.875000 Penalty: 3040.193115
	Iteration 74Q: 3 clusters Score -1202800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1202904.000000 Penalty: 3040.193115
	Iteration 75Q: 3 clusters Score -1202904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1202982.250000 Penalty: 3040.193115
	Iteration 76Q: 3 clusters Score -1202982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1203041.250000 Penalty: 3040.193115
	Iteration 77Q: 3 clusters Score -1203041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1203084.500000 Penalty: 3040.193115
	Iteration 78Q: 3 clusters Score -1203084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1203117.750000 Penalty: 3040.193115
	Iteration 79Q: 3 clusters Score -1203118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1203152.000000 Penalty: 3040.193115
	Iteration 80F: 3 clusters Score -1203152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1203179.625000 Penalty: 3040.193115
	Iteration 81Q: 3 clusters Score -1203180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1203208.625000 Penalty: 3040.193115
	Iteration 82Q: 3 clusters Score -1203209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1203262.500000 Penalty: 3040.193115
	Iteration 83Q: 3 clusters Score -1203262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1203304.625000 Penalty: 3040.193115
	Iteration 84Q: 3 clusters Score -1203305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1203358.375000 Penalty: 3040.193115
	Iteration 85Q: 3 clusters Score -1203358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1203386.250000 Penalty: 3040.193115
	Iteration 86Q: 3 clusters Score -1203386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1203399.250000 Penalty: 3040.193115
	Iteration 87Q: 3 clusters Score -1203399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1203410.000000 Penalty: 3040.193115
	Iteration 88Q: 3 clusters Score -1203410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1203419.750000 Penalty: 3040.193115
	Iteration 89Q: 3 clusters Score -1203420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1203429.500000 Penalty: 3040.193115
	Iteration 90Q: 3 clusters Score -1203430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1203430.125000 Penalty: 3040.193115
	Iteration 91Q: 3 clusters Score -1203430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1203430.875000 Penalty: 3040.193115
	Iteration 92Q: 3 clusters Score -1203431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1203435.875000 Penalty: 3040.193115
	Iteration 93Q: 3 clusters Score -1203436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1203435.625000 Penalty: 3040.193115
	Iteration 94Q: 3 clusters Score -1203436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1203437.125000 Penalty: 3040.193115
	Iteration 95Q: 3 clusters Score -1203437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1203437.500000 Penalty: 3040.193115
	Iteration 96Q: 3 clusters Score -1203438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1203437.500000 Penalty: 3040.193115
	Iteration 97F: 3 clusters Score -1203438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -146160.203125 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -146160.2 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 699 members 
Entering Unmasked Estep 
Score: -144455.500000 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -144455.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144804.843750 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -144804.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144893.312500 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -144893.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144941.953125 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -144942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144965.906250 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -144965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144979.750000 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -144979.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -144992.921875 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -144992.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145005.656250 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -145005.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145021.406250 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -145021.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -145032.343750 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -145032.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145037.890625 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -145037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145038.250000 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -145038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145038.781250 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -145038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145039.140625 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -145039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145040.796875 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -145040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145041.203125 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -145041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145041.203125 Penalty: 2351.810303
	Iteration 16F: 3 clusters Score -145041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Entering Unmasked Estep 
Score: -5646286.000000 Penalty: 1771.089844
	Iteration 0F: 2 clusters Score -5646286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5610147.500000 Penalty: 3542.179688
	Iteration 0F: 3 clusters Score -5610148 nChanged 25453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5624360.000000 Penalty: 3542.179688
	Iteration 1F: 3 clusters Score -5624360 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5624671.000000 Penalty: 3542.179688
	Iteration 2Q: 3 clusters Score -5624671 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5625012.500000 Penalty: 3542.179688
	Iteration 3Q: 3 clusters Score -5625012 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5625355.000000 Penalty: 3542.179688
	Iteration 4Q: 3 clusters Score -5625355 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5625710.500000 Penalty: 3542.179688
	Iteration 5Q: 3 clusters Score -5625710 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5626187.000000 Penalty: 3542.179688
	Iteration 6Q: 3 clusters Score -5626187 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -5626825.000000 Penalty: 3542.179688
	Iteration 7Q: 3 clusters Score -5626825 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -5627451.000000 Penalty: 3542.179688
	Iteration 8Q: 3 clusters Score -5627451 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5628221.000000 Penalty: 3542.179688
	Iteration 9Q: 3 clusters Score -5628221 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5629125.000000 Penalty: 3542.179688
	Iteration 10Q: 3 clusters Score -5629125 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -5630113.500000 Penalty: 3542.179688
	Iteration 11Q: 3 clusters Score -5630114 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5631052.000000 Penalty: 3542.179688
	Iteration 12Q: 3 clusters Score -5631052 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5631904.000000 Penalty: 3542.179688
	Iteration 13Q: 3 clusters Score -5631904 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -5632917.500000 Penalty: 3542.179688
	Iteration 14Q: 3 clusters Score -5632918 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5634329.500000 Penalty: 3542.179688
	Iteration 15Q: 3 clusters Score -5634330 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5636633.500000 Penalty: 3542.179688
	Iteration 16Q: 3 clusters Score -5636634 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5638668.000000 Penalty: 3542.179688
	Iteration 17Q: 3 clusters Score -5638668 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5639765.000000 Penalty: 3542.179688
	Iteration 18Q: 3 clusters Score -5639765 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -5640394.500000 Penalty: 3542.179688
	Iteration 19Q: 3 clusters Score -5640394 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5640838.000000 Penalty: 3542.179688
	Iteration 20F: 3 clusters Score -5640838 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5641175.000000 Penalty: 3542.179688
	Iteration 21Q: 3 clusters Score -5641175 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5641494.500000 Penalty: 3542.179688
	Iteration 22Q: 3 clusters Score -5641494 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -5641817.500000 Penalty: 3542.179688
	Iteration 23Q: 3 clusters Score -5641818 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -5642078.000000 Penalty: 3542.179688
	Iteration 24Q: 3 clusters Score -5642078 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -5642309.500000 Penalty: 3542.179688
	Iteration 25Q: 3 clusters Score -5642310 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5642462.000000 Penalty: 3542.179688
	Iteration 26Q: 3 clusters Score -5642462 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -5642633.500000 Penalty: 3542.179688
	Iteration 27Q: 3 clusters Score -5642634 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -5642802.000000 Penalty: 3542.179688
	Iteration 28Q: 3 clusters Score -5642802 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -5642996.500000 Penalty: 3542.179688
	Iteration 29Q: 3 clusters Score -5642996 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -5643170.500000 Penalty: 3542.179688
	Iteration 30Q: 3 clusters Score -5643170 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -5643371.500000 Penalty: 3542.179688
	Iteration 31Q: 3 clusters Score -5643372 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -5643529.500000 Penalty: 3542.179688
	Iteration 32Q: 3 clusters Score -5643530 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -5643694.000000 Penalty: 3542.179688
	Iteration 33Q: 3 clusters Score -5643694 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -5643838.000000 Penalty: 3542.179688
	Iteration 34Q: 3 clusters Score -5643838 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -5643916.000000 Penalty: 3542.179688
	Iteration 35Q: 3 clusters Score -5643916 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -5644050.000000 Penalty: 3542.179688
	Iteration 36Q: 3 clusters Score -5644050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -5644157.000000 Penalty: 3542.179688
	Iteration 37Q: 3 clusters Score -5644157 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -5644261.000000 Penalty: 3542.179688
	Iteration 38Q: 3 clusters Score -5644261 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -5644332.000000 Penalty: 3542.179688
	Iteration 39Q: 3 clusters Score -5644332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -5644409.000000 Penalty: 3542.179688
	Iteration 40F: 3 clusters Score -5644409 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -5644471.000000 Penalty: 3542.179688
	Iteration 41Q: 3 clusters Score -5644471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -5644543.500000 Penalty: 3542.179688
	Iteration 42Q: 3 clusters Score -5644544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -5644588.500000 Penalty: 3542.179688
	Iteration 43Q: 3 clusters Score -5644588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -5644608.500000 Penalty: 3542.179688
	Iteration 44Q: 3 clusters Score -5644608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -5644637.500000 Penalty: 3542.179688
	Iteration 45Q: 3 clusters Score -5644638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -5644644.000000 Penalty: 3542.179688
	Iteration 46Q: 3 clusters Score -5644644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5644664.000000 Penalty: 3542.179688
	Iteration 47Q: 3 clusters Score -5644664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -5644667.500000 Penalty: 3542.179688
	Iteration 48Q: 3 clusters Score -5644668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -5644687.500000 Penalty: 3542.179688
	Iteration 49Q: 3 clusters Score -5644688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -5644703.000000 Penalty: 3542.179688
	Iteration 50Q: 3 clusters Score -5644703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -5644720.500000 Penalty: 3542.179688
	Iteration 51Q: 3 clusters Score -5644720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -5644722.000000 Penalty: 3542.179688
	Iteration 52Q: 3 clusters Score -5644722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -5644729.000000 Penalty: 3542.179688
	Iteration 53Q: 3 clusters Score -5644729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -5644736.000000 Penalty: 3542.179688
	Iteration 54Q: 3 clusters Score -5644736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -5644743.000000 Penalty: 3542.179688
	Iteration 55Q: 3 clusters Score -5644743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -5644749.500000 Penalty: 3542.179688
	Iteration 56Q: 3 clusters Score -5644750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5644747.500000 Penalty: 3542.179688
	Iteration 57Q: 3 clusters Score -5644748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -5644751.000000 Penalty: 3542.179688
	Iteration 58Q: 3 clusters Score -5644751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -5644758.000000 Penalty: 3542.179688
	Iteration 59Q: 3 clusters Score -5644758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -5644759.000000 Penalty: 3542.179688
	Iteration 60F: 3 clusters Score -5644759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -5644759.000000 Penalty: 3542.179688
	Iteration 61Q: 3 clusters Score -5644759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -5644761.000000 Penalty: 3542.179688
	Iteration 62Q: 3 clusters Score -5644761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -5644766.000000 Penalty: 3542.179688
	Iteration 63Q: 3 clusters Score -5644766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -5644767.500000 Penalty: 3542.179688
	Iteration 64Q: 3 clusters Score -5644768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -5644772.500000 Penalty: 3542.179688
	Iteration 65Q: 3 clusters Score -5644772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -5644772.500000 Penalty: 3542.179688
	Iteration 66Q: 3 clusters Score -5644772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -5644768.000000 Penalty: 3542.179688
	Iteration 67Q: 3 clusters Score -5644768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -5644774.000000 Penalty: 3542.179688
	Iteration 68Q: 3 clusters Score -5644774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -5644771.500000 Penalty: 3542.179688
	Iteration 69Q: 3 clusters Score -5644772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5644772.000000 Penalty: 3542.179688
	Iteration 70Q: 3 clusters Score -5644772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -5644774.500000 Penalty: 3542.179688
	Iteration 71Q: 3 clusters Score -5644774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -5644778.000000 Penalty: 3542.179688
	Iteration 72Q: 3 clusters Score -5644778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -5644775.500000 Penalty: 3542.179688
	Iteration 73Q: 3 clusters Score -5644776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5644776.000000 Penalty: 3542.179688
	Iteration 74Q: 3 clusters Score -5644776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -5644781.000000 Penalty: 3542.179688
	Iteration 75Q: 3 clusters Score -5644781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -5644782.000000 Penalty: 3542.179688
	Iteration 76Q: 3 clusters Score -5644782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -5644785.000000 Penalty: 3542.179688
	Iteration 77Q: 3 clusters Score -5644785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -5644786.500000 Penalty: 3542.179688
	Iteration 78Q: 3 clusters Score -5644786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -5644786.500000 Penalty: 3542.179688
	Iteration 79Q: 3 clusters Score -5644786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -5644784.000000 Penalty: 3542.179688
	Iteration 80F: 3 clusters Score -5644784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5644787.500000 Penalty: 3542.179688
	Iteration 81Q: 3 clusters Score -5644788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -5644786.500000 Penalty: 3542.179688
	Iteration 82Q: 3 clusters Score -5644786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -5644791.500000 Penalty: 3542.179688
	Iteration 83Q: 3 clusters Score -5644792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -5644789.500000 Penalty: 3542.179688
	Iteration 84Q: 3 clusters Score -5644790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -5644789.500000 Penalty: 3542.179688
	Iteration 85Q: 3 clusters Score -5644790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -5644789.500000 Penalty: 3542.179688
	Iteration 86F: 3 clusters Score -5644790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Entering Unmasked Estep 
Score: -1349026.125000 Penalty: 1537.200928
	Iteration 0F: 2 clusters Score -1349026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1340064.750000 Penalty: 3074.401855
	Iteration 0F: 3 clusters Score -1340065 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1343090.250000 Penalty: 3074.401855
	Iteration 1F: 3 clusters Score -1343090 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1343420.125000 Penalty: 3074.401855
	Iteration 2F: 3 clusters Score -1343420 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1343820.125000 Penalty: 3074.401855
	Iteration 3F: 3 clusters Score -1343820 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1344310.000000 Penalty: 3074.401855
	Iteration 4F: 3 clusters Score -1344310 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1344891.250000 Penalty: 3074.401855
	Iteration 5F: 3 clusters Score -1344891 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1345544.500000 Penalty: 3074.401855
	Iteration 6F: 3 clusters Score -1345544 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1346124.250000 Penalty: 3074.401855
	Iteration 7F: 3 clusters Score -1346124 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1346543.500000 Penalty: 3074.401855
	Iteration 8Q: 3 clusters Score -1346544 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1346855.875000 Penalty: 3074.401855
	Iteration 9Q: 3 clusters Score -1346856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1347063.500000 Penalty: 3074.401855
	Iteration 10Q: 3 clusters Score -1347064 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1347207.125000 Penalty: 3074.401855
	Iteration 11Q: 3 clusters Score -1347207 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1347316.625000 Penalty: 3074.401855
	Iteration 12Q: 3 clusters Score -1347317 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1347411.000000 Penalty: 3074.401855
	Iteration 13Q: 3 clusters Score -1347411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1347486.375000 Penalty: 3074.401855
	Iteration 14Q: 3 clusters Score -1347486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1347545.250000 Penalty: 3074.401855
	Iteration 15Q: 3 clusters Score -1347545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1347589.750000 Penalty: 3074.401855
	Iteration 16Q: 3 clusters Score -1347590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1347618.875000 Penalty: 3074.401855
	Iteration 17Q: 3 clusters Score -1347619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1347652.750000 Penalty: 3074.401855
	Iteration 18Q: 3 clusters Score -1347653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1347671.125000 Penalty: 3074.401855
	Iteration 19Q: 3 clusters Score -1347671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1347689.375000 Penalty: 3074.401855
	Iteration 20F: 3 clusters Score -1347689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1347703.625000 Penalty: 3074.401855
	Iteration 21Q: 3 clusters Score -1347704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347712.125000 Penalty: 3074.401855
	Iteration 22Q: 3 clusters Score -1347712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1347728.625000 Penalty: 3074.401855
	Iteration 23Q: 3 clusters Score -1347729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1347739.000000 Penalty: 3074.401855
	Iteration 24Q: 3 clusters Score -1347739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1347746.750000 Penalty: 3074.401855
	Iteration 25Q: 3 clusters Score -1347747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1347754.250000 Penalty: 3074.401855
	Iteration 26Q: 3 clusters Score -1347754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1347762.500000 Penalty: 3074.401855
	Iteration 27Q: 3 clusters Score -1347762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1347769.125000 Penalty: 3074.401855
	Iteration 28Q: 3 clusters Score -1347769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1347775.125000 Penalty: 3074.401855
	Iteration 29Q: 3 clusters Score -1347775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1347787.625000 Penalty: 3074.401855
	Iteration 30Q: 3 clusters Score -1347788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1347788.250000 Penalty: 3074.401855
	Iteration 31Q: 3 clusters Score -1347788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1347788.000000 Penalty: 3074.401855
	Iteration 32Q: 3 clusters Score -1347788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1347794.375000 Penalty: 3074.401855
	Iteration 33Q: 3 clusters Score -1347794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1347797.000000 Penalty: 3074.401855
	Iteration 34Q: 3 clusters Score -1347797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1347799.500000 Penalty: 3074.401855
	Iteration 35Q: 3 clusters Score -1347800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1347802.750000 Penalty: 3074.401855
	Iteration 36Q: 3 clusters Score -1347803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1347810.125000 Penalty: 3074.401855
	Iteration 37Q: 3 clusters Score -1347810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1347811.125000 Penalty: 3074.401855
	Iteration 38Q: 3 clusters Score -1347811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1347814.375000 Penalty: 3074.401855
	Iteration 39Q: 3 clusters Score -1347814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1347815.625000 Penalty: 3074.401855
	Iteration 40F: 3 clusters Score -1347816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1347818.125000 Penalty: 3074.401855
	Iteration 41Q: 3 clusters Score -1347818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1347818.000000 Penalty: 3074.401855
	Iteration 42Q: 3 clusters Score -1347818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1347818.500000 Penalty: 3074.401855
	Iteration 43Q: 3 clusters Score -1347818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1347815.875000 Penalty: 3074.401855
	Iteration 44Q: 3 clusters Score -1347816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1347817.750000 Penalty: 3074.401855
	Iteration 45Q: 3 clusters Score -1347818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1347817.750000 Penalty: 3074.401855
	Iteration 46F: 3 clusters Score -1347818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Entering Unmasked Estep 
Score: -16911174.000000 Penalty: 1945.132446
	Iteration 0F: 2 clusters Score -1.691117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -16806848.000000 Penalty: 3890.264893
	Iteration 0F: 3 clusters Score -1.680685e+07 nChanged 75957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -16851948.000000 Penalty: 3890.264893
	Iteration 1F: 3 clusters Score -1.685195e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -16853140.000000 Penalty: 3890.264893
	Iteration 2Q: 3 clusters Score -1.685314e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -16854634.000000 Penalty: 3890.264893
	Iteration 3Q: 3 clusters Score -1.685463e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -16856754.000000 Penalty: 3890.264893
	Iteration 4Q: 3 clusters Score -1.685675e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -16859928.000000 Penalty: 3890.264893
	Iteration 5Q: 3 clusters Score -1.685993e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
Score: -16864930.000000 Penalty: 3890.264893
	Iteration 6F: 3 clusters Score -1.686493e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -16872174.000000 Penalty: 3890.264893
	Iteration 7F: 3 clusters Score -1.687217e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -16880586.000000 Penalty: 3890.264893
	Iteration 8F: 3 clusters Score -1.688059e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -16886818.000000 Penalty: 3890.264893
	Iteration 9F: 3 clusters Score -1.688682e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -16889470.000000 Penalty: 3890.264893
	Iteration 10Q: 3 clusters Score -1.688947e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -16890344.000000 Penalty: 3890.264893
	Iteration 11Q: 3 clusters Score -1.689034e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -16890920.000000 Penalty: 3890.264893
	Iteration 12Q: 3 clusters Score -1.689092e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 76885 members 
Entering Unmasked Estep 
Score: -16891258.000000 Penalty: 3890.264893
	Iteration 13Q: 3 clusters Score -1.689126e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -16891650.000000 Penalty: 3890.264893
	Iteration 14Q: 3 clusters Score -1.689165e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -16892056.000000 Penalty: 3890.264893
	Iteration 15Q: 3 clusters Score -1.689206e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -16892334.000000 Penalty: 3890.264893
	Iteration 16Q: 3 clusters Score -1.689233e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -16892758.000000 Penalty: 3890.264893
	Iteration 17Q: 3 clusters Score -1.689276e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -16893134.000000 Penalty: 3890.264893
	Iteration 18Q: 3 clusters Score -1.689313e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -16893470.000000 Penalty: 3890.264893
	Iteration 19Q: 3 clusters Score -1.689347e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -16893792.000000 Penalty: 3890.264893
	Iteration 20F: 3 clusters Score -1.689379e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -16894038.000000 Penalty: 3890.264893
	Iteration 21Q: 3 clusters Score -1.689404e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -16894246.000000 Penalty: 3890.264893
	Iteration 22Q: 3 clusters Score -1.689425e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -16894442.000000 Penalty: 3890.264893
	Iteration 23Q: 3 clusters Score -1.689444e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -16894620.000000 Penalty: 3890.264893
	Iteration 24Q: 3 clusters Score -1.689462e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -16894852.000000 Penalty: 3890.264893
	Iteration 25Q: 3 clusters Score -1.689485e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -16894956.000000 Penalty: 3890.264893
	Iteration 26Q: 3 clusters Score -1.689496e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -16895054.000000 Penalty: 3890.264893
	Iteration 27Q: 3 clusters Score -1.689505e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -16895146.000000 Penalty: 3890.264893
	Iteration 28Q: 3 clusters Score -1.689515e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -16895274.000000 Penalty: 3890.264893
	Iteration 29Q: 3 clusters Score -1.689527e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -16895300.000000 Penalty: 3890.264893
	Iteration 30Q: 3 clusters Score -1.68953e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -16895422.000000 Penalty: 3890.264893
	Iteration 31Q: 3 clusters Score -1.689542e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -16895500.000000 Penalty: 3890.264893
	Iteration 32Q: 3 clusters Score -1.68955e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -16895612.000000 Penalty: 3890.264893
	Iteration 33Q: 3 clusters Score -1.689561e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -16895634.000000 Penalty: 3890.264893
	Iteration 34Q: 3 clusters Score -1.689563e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -16895728.000000 Penalty: 3890.264893
	Iteration 35Q: 3 clusters Score -1.689573e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 73750 members 
Entering Unmasked Estep 
Score: -16895750.000000 Penalty: 3890.264893
	Iteration 36Q: 3 clusters Score -1.689575e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -16895776.000000 Penalty: 3890.264893
	Iteration 37Q: 3 clusters Score -1.689578e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -16895780.000000 Penalty: 3890.264893
	Iteration 38Q: 3 clusters Score -1.689578e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -16895764.000000 Penalty: 3890.264893
	Iteration 39Q: 3 clusters Score -1.689576e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -16895824.000000 Penalty: 3890.264893
	Iteration 40F: 3 clusters Score -1.689582e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -16895848.000000 Penalty: 3890.264893
	Iteration 41Q: 3 clusters Score -1.689585e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -16895912.000000 Penalty: 3890.264893
	Iteration 42Q: 3 clusters Score -1.689591e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -16895922.000000 Penalty: 3890.264893
	Iteration 43Q: 3 clusters Score -1.689592e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -16895940.000000 Penalty: 3890.264893
	Iteration 44Q: 3 clusters Score -1.689594e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -16895954.000000 Penalty: 3890.264893
	Iteration 45Q: 3 clusters Score -1.689595e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -16895972.000000 Penalty: 3890.264893
	Iteration 46Q: 3 clusters Score -1.689597e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -16895966.000000 Penalty: 3890.264893
	Iteration 47Q: 3 clusters Score -1.689597e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -16896000.000000 Penalty: 3890.264893
	Iteration 48Q: 3 clusters Score -1.6896e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -16896028.000000 Penalty: 3890.264893
	Iteration 49Q: 3 clusters Score -1.689603e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -16896054.000000 Penalty: 3890.264893
	Iteration 50Q: 3 clusters Score -1.689605e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -16896052.000000 Penalty: 3890.264893
	Iteration 51Q: 3 clusters Score -1.689605e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -16896072.000000 Penalty: 3890.264893
	Iteration 52Q: 3 clusters Score -1.689607e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -16896056.000000 Penalty: 3890.264893
	Iteration 53Q: 3 clusters Score -1.689606e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -16896052.000000 Penalty: 3890.264893
	Iteration 54Q: 3 clusters Score -1.689605e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -16896062.000000 Penalty: 3890.264893
	Iteration 55Q: 3 clusters Score -1.689606e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -16896064.000000 Penalty: 3890.264893
	Iteration 56Q: 3 clusters Score -1.689606e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -16896082.000000 Penalty: 3890.264893
	Iteration 57Q: 3 clusters Score -1.689608e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -16896106.000000 Penalty: 3890.264893
	Iteration 58Q: 3 clusters Score -1.689611e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -16896152.000000 Penalty: 3890.264893
	Iteration 59Q: 3 clusters Score -1.689615e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -16896160.000000 Penalty: 3890.264893
	Iteration 60F: 3 clusters Score -1.689616e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -16896182.000000 Penalty: 3890.264893
	Iteration 61Q: 3 clusters Score -1.689618e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -16896228.000000 Penalty: 3890.264893
	Iteration 62Q: 3 clusters Score -1.689623e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -16896236.000000 Penalty: 3890.264893
	Iteration 63Q: 3 clusters Score -1.689624e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -16896230.000000 Penalty: 3890.264893
	Iteration 64Q: 3 clusters Score -1.689623e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -16896196.000000 Penalty: 3890.264893
	Iteration 65Q: 3 clusters Score -1.68962e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -16896160.000000 Penalty: 3890.264893
	Iteration 66Q: 3 clusters Score -1.689616e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -16896198.000000 Penalty: 3890.264893
	Iteration 67Q: 3 clusters Score -1.68962e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -16896256.000000 Penalty: 3890.264893
	Iteration 68Q: 3 clusters Score -1.689626e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -16896282.000000 Penalty: 3890.264893
	Iteration 69Q: 3 clusters Score -1.689628e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -16896372.000000 Penalty: 3890.264893
	Iteration 70Q: 3 clusters Score -1.689637e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -16896422.000000 Penalty: 3890.264893
	Iteration 71Q: 3 clusters Score -1.689642e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -16896492.000000 Penalty: 3890.264893
	Iteration 72Q: 3 clusters Score -1.689649e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -16896552.000000 Penalty: 3890.264893
	Iteration 73Q: 3 clusters Score -1.689655e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -16896602.000000 Penalty: 3890.264893
	Iteration 74Q: 3 clusters Score -1.68966e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -16896676.000000 Penalty: 3890.264893
	Iteration 75Q: 3 clusters Score -1.689668e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -16896780.000000 Penalty: 3890.264893
	Iteration 76Q: 3 clusters Score -1.689678e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -16896908.000000 Penalty: 3890.264893
	Iteration 77Q: 3 clusters Score -1.689691e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104302 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -16896966.000000 Penalty: 3890.264893
	Iteration 78Q: 3 clusters Score -1.689697e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -16897094.000000 Penalty: 3890.264893
	Iteration 79Q: 3 clusters Score -1.689709e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -16897238.000000 Penalty: 3890.264893
	Iteration 80F: 3 clusters Score -1.689724e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -16897372.000000 Penalty: 3890.264893
	Iteration 81Q: 3 clusters Score -1.689737e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -16897586.000000 Penalty: 3890.264893
	Iteration 82Q: 3 clusters Score -1.689759e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -16897716.000000 Penalty: 3890.264893
	Iteration 83Q: 3 clusters Score -1.689772e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -16897912.000000 Penalty: 3890.264893
	Iteration 84Q: 3 clusters Score -1.689791e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -16898244.000000 Penalty: 3890.264893
	Iteration 85Q: 3 clusters Score -1.689824e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -16898422.000000 Penalty: 3890.264893
	Iteration 86Q: 3 clusters Score -1.689842e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -16898824.000000 Penalty: 3890.264893
	Iteration 87Q: 3 clusters Score -1.689882e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -16899072.000000 Penalty: 3890.264893
	Iteration 88Q: 3 clusters Score -1.689907e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -16899368.000000 Penalty: 3890.264893
	Iteration 89Q: 3 clusters Score -1.689937e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -16899704.000000 Penalty: 3890.264893
	Iteration 90Q: 3 clusters Score -1.68997e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -16900170.000000 Penalty: 3890.264893
	Iteration 91Q: 3 clusters Score -1.690017e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -16900588.000000 Penalty: 3890.264893
	Iteration 92Q: 3 clusters Score -1.690059e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -16901078.000000 Penalty: 3890.264893
	Iteration 93Q: 3 clusters Score -1.690108e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127951 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -16901456.000000 Penalty: 3890.264893
	Iteration 94Q: 3 clusters Score -1.690146e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -16902022.000000 Penalty: 3890.264893
	Iteration 95Q: 3 clusters Score -1.690202e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131585 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -16902548.000000 Penalty: 3890.264893
	Iteration 96Q: 3 clusters Score -1.690255e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -16903082.000000 Penalty: 3890.264893
	Iteration 97Q: 3 clusters Score -1.690308e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135277 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -16903702.000000 Penalty: 3890.264893
	Iteration 98Q: 3 clusters Score -1.69037e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -16904316.000000 Penalty: 3890.264893
	Iteration 99Q: 3 clusters Score -1.690432e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138934 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -16905008.000000 Penalty: 3890.264893
	Iteration 100F: 3 clusters Score -1.690501e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -16905486.000000 Penalty: 3890.264893
	Iteration 101Q: 3 clusters Score -1.690549e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -16905946.000000 Penalty: 3890.264893
	Iteration 102Q: 3 clusters Score -1.690595e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -16906470.000000 Penalty: 3890.264893
	Iteration 103Q: 3 clusters Score -1.690647e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145603 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -16906906.000000 Penalty: 3890.264893
	Iteration 104Q: 3 clusters Score -1.690691e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -16907294.000000 Penalty: 3890.264893
	Iteration 105Q: 3 clusters Score -1.690729e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -16907642.000000 Penalty: 3890.264893
	Iteration 106Q: 3 clusters Score -1.690764e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -16908034.000000 Penalty: 3890.264893
	Iteration 107Q: 3 clusters Score -1.690803e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -16908258.000000 Penalty: 3890.264893
	Iteration 108Q: 3 clusters Score -1.690826e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -16908508.000000 Penalty: 3890.264893
	Iteration 109Q: 3 clusters Score -1.690851e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152065 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -16908692.000000 Penalty: 3890.264893
	Iteration 110Q: 3 clusters Score -1.690869e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -16908782.000000 Penalty: 3890.264893
	Iteration 111Q: 3 clusters Score -1.690878e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -16908914.000000 Penalty: 3890.264893
	Iteration 112Q: 3 clusters Score -1.690891e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16909068.000000 Penalty: 3890.264893
	Iteration 113Q: 3 clusters Score -1.690907e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16909150.000000 Penalty: 3890.264893
	Iteration 114Q: 3 clusters Score -1.690915e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -16909222.000000 Penalty: 3890.264893
	Iteration 115Q: 3 clusters Score -1.690922e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -16909220.000000 Penalty: 3890.264893
	Iteration 116Q: 3 clusters Score -1.690922e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -16909268.000000 Penalty: 3890.264893
	Iteration 117Q: 3 clusters Score -1.690927e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155460 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -16909326.000000 Penalty: 3890.264893
	Iteration 118Q: 3 clusters Score -1.690933e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16909398.000000 Penalty: 3890.264893
	Iteration 119Q: 3 clusters Score -1.69094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -16909410.000000 Penalty: 3890.264893
	Iteration 120F: 3 clusters Score -1.690941e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -16909434.000000 Penalty: 3890.264893
	Iteration 121Q: 3 clusters Score -1.690943e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -16909450.000000 Penalty: 3890.264893
	Iteration 122Q: 3 clusters Score -1.690945e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16909466.000000 Penalty: 3890.264893
	Iteration 123Q: 3 clusters Score -1.690947e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16909510.000000 Penalty: 3890.264893
	Iteration 124Q: 3 clusters Score -1.690951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -16909516.000000 Penalty: 3890.264893
	Iteration 125Q: 3 clusters Score -1.690952e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16909516.000000 Penalty: 3890.264893
	Iteration 126Q: 3 clusters Score -1.690952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -16909530.000000 Penalty: 3890.264893
	Iteration 127Q: 3 clusters Score -1.690953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16909546.000000 Penalty: 3890.264893
	Iteration 128Q: 3 clusters Score -1.690955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16909550.000000 Penalty: 3890.264893
	Iteration 129Q: 3 clusters Score -1.690955e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -16909566.000000 Penalty: 3890.264893
	Iteration 130Q: 3 clusters Score -1.690957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16909582.000000 Penalty: 3890.264893
	Iteration 131Q: 3 clusters Score -1.690958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16909600.000000 Penalty: 3890.264893
	Iteration 132Q: 3 clusters Score -1.69096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16909610.000000 Penalty: 3890.264893
	Iteration 133Q: 3 clusters Score -1.690961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -16909610.000000 Penalty: 3890.264893
	Iteration 134Q: 3 clusters Score -1.690961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156649 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16909614.000000 Penalty: 3890.264893
	Iteration 135Q: 3 clusters Score -1.690961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156667 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16909620.000000 Penalty: 3890.264893
	Iteration 136Q: 3 clusters Score -1.690962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156676 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16909622.000000 Penalty: 3890.264893
	Iteration 137Q: 3 clusters Score -1.690962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16909620.000000 Penalty: 3890.264893
	Iteration 138Q: 3 clusters Score -1.690962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16909618.000000 Penalty: 3890.264893
	Iteration 139Q: 3 clusters Score -1.690962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -16909628.000000 Penalty: 3890.264893
	Iteration 140F: 3 clusters Score -1.690963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 3890.264893
	Iteration 141Q: 3 clusters Score -1.690963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 3890.264893
	Iteration 142Q: 3 clusters Score -1.690963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156713 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 143Q: 3 clusters Score -1.690963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156726 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16909634.000000 Penalty: 3890.264893
	Iteration 144Q: 3 clusters Score -1.690963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16909622.000000 Penalty: 3890.264893
	Iteration 145Q: 3 clusters Score -1.690962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 3890.264893
	Iteration 146Q: 3 clusters Score -1.690963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156762 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 3890.264893
	Iteration 147Q: 3 clusters Score -1.690963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -16909634.000000 Penalty: 3890.264893
	Iteration 148Q: 3 clusters Score -1.690963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 149Q: 3 clusters Score -1.690963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16909642.000000 Penalty: 3890.264893
	Iteration 150Q: 3 clusters Score -1.690964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16909632.000000 Penalty: 3890.264893
	Iteration 151Q: 3 clusters Score -1.690963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156814 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16909638.000000 Penalty: 3890.264893
	Iteration 152Q: 3 clusters Score -1.690964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156823 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 153Q: 3 clusters Score -1.690964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16909634.000000 Penalty: 3890.264893
	Iteration 154Q: 3 clusters Score -1.690963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -16909634.000000 Penalty: 3890.264893
	Iteration 155Q: 3 clusters Score -1.690963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16909638.000000 Penalty: 3890.264893
	Iteration 156Q: 3 clusters Score -1.690964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16909638.000000 Penalty: 3890.264893
	Iteration 157Q: 3 clusters Score -1.690964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 158Q: 3 clusters Score -1.690964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16909628.000000 Penalty: 3890.264893
	Iteration 159Q: 3 clusters Score -1.690963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 160F: 3 clusters Score -1.690963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16909622.000000 Penalty: 3890.264893
	Iteration 161Q: 3 clusters Score -1.690962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16909620.000000 Penalty: 3890.264893
	Iteration 162Q: 3 clusters Score -1.690962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16909622.000000 Penalty: 3890.264893
	Iteration 163Q: 3 clusters Score -1.690962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -16909628.000000 Penalty: 3890.264893
	Iteration 164Q: 3 clusters Score -1.690963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16909632.000000 Penalty: 3890.264893
	Iteration 165Q: 3 clusters Score -1.690963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -16909618.000000 Penalty: 3890.264893
	Iteration 166Q: 3 clusters Score -1.690962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156914 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16909620.000000 Penalty: 3890.264893
	Iteration 167Q: 3 clusters Score -1.690962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 168Q: 3 clusters Score -1.690964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16909644.000000 Penalty: 3890.264893
	Iteration 169Q: 3 clusters Score -1.690964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16909646.000000 Penalty: 3890.264893
	Iteration 170Q: 3 clusters Score -1.690965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 171Q: 3 clusters Score -1.690963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 3890.264893
	Iteration 172Q: 3 clusters Score -1.690963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 173Q: 3 clusters Score -1.690964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16909632.000000 Penalty: 3890.264893
	Iteration 174Q: 3 clusters Score -1.690963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16909624.000000 Penalty: 3890.264893
	Iteration 175Q: 3 clusters Score -1.690962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 176Q: 3 clusters Score -1.690964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 177Q: 3 clusters Score -1.690963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 3890.264893
	Iteration 178Q: 3 clusters Score -1.690963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16909652.000000 Penalty: 3890.264893
	Iteration 179Q: 3 clusters Score -1.690965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16909650.000000 Penalty: 3890.264893
	Iteration 180F: 3 clusters Score -1.690965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16909650.000000 Penalty: 3890.264893
	Iteration 181Q: 3 clusters Score -1.690965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16909640.000000 Penalty: 3890.264893
	Iteration 182Q: 3 clusters Score -1.690964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16909640.000000 Penalty: 3890.264893
	Iteration 183Q: 3 clusters Score -1.690964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16909636.000000 Penalty: 3890.264893
	Iteration 184Q: 3 clusters Score -1.690964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16909648.000000 Penalty: 3890.264893
	Iteration 185Q: 3 clusters Score -1.690965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16909646.000000 Penalty: 3890.264893
	Iteration 186Q: 3 clusters Score -1.690965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16909648.000000 Penalty: 3890.264893
	Iteration 187Q: 3 clusters Score -1.690965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16909654.000000 Penalty: 3890.264893
	Iteration 188Q: 3 clusters Score -1.690965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16909652.000000 Penalty: 3890.264893
	Iteration 189Q: 3 clusters Score -1.690965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16909654.000000 Penalty: 3890.264893
	Iteration 190Q: 3 clusters Score -1.690965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16909658.000000 Penalty: 3890.264893
	Iteration 191Q: 3 clusters Score -1.690966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16909658.000000 Penalty: 3890.264893
	Iteration 192F: 3 clusters Score -1.690966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Entering Unmasked Estep 
Score: -2378962.750000 Penalty: 1623.603516
	Iteration 0F: 2 clusters Score -2378963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2364259.250000 Penalty: 3247.207031
	Iteration 0F: 3 clusters Score -2364259 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2369566.250000 Penalty: 3247.207031
	Iteration 1F: 3 clusters Score -2369566 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2370108.250000 Penalty: 3247.207031
	Iteration 2F: 3 clusters Score -2370108 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2370730.750000 Penalty: 3247.207031
	Iteration 3F: 3 clusters Score -2370731 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2371382.500000 Penalty: 3247.207031
	Iteration 4F: 3 clusters Score -2371382 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2372088.750000 Penalty: 3247.207031
	Iteration 5F: 3 clusters Score -2372089 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2372848.500000 Penalty: 3247.207031
	Iteration 6F: 3 clusters Score -2372848 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2373714.500000 Penalty: 3247.207031
	Iteration 7F: 3 clusters Score -2373714 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2374624.250000 Penalty: 3247.207031
	Iteration 8F: 3 clusters Score -2374624 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2375399.250000 Penalty: 3247.207031
	Iteration 9Q: 3 clusters Score -2375399 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2375952.250000 Penalty: 3247.207031
	Iteration 10Q: 3 clusters Score -2375952 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2376303.500000 Penalty: 3247.207031
	Iteration 11Q: 3 clusters Score -2376304 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2376529.000000 Penalty: 3247.207031
	Iteration 12Q: 3 clusters Score -2376529 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2376713.500000 Penalty: 3247.207031
	Iteration 13Q: 3 clusters Score -2376714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2376832.750000 Penalty: 3247.207031
	Iteration 14Q: 3 clusters Score -2376833 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2376966.000000 Penalty: 3247.207031
	Iteration 15Q: 3 clusters Score -2376966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2377094.000000 Penalty: 3247.207031
	Iteration 16Q: 3 clusters Score -2377094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2377185.250000 Penalty: 3247.207031
	Iteration 17Q: 3 clusters Score -2377185 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2377252.250000 Penalty: 3247.207031
	Iteration 18Q: 3 clusters Score -2377252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2377304.250000 Penalty: 3247.207031
	Iteration 19Q: 3 clusters Score -2377304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2377361.750000 Penalty: 3247.207031
	Iteration 20F: 3 clusters Score -2377362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2377401.750000 Penalty: 3247.207031
	Iteration 21Q: 3 clusters Score -2377402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2377441.000000 Penalty: 3247.207031
	Iteration 22Q: 3 clusters Score -2377441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2377479.500000 Penalty: 3247.207031
	Iteration 23Q: 3 clusters Score -2377480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2377503.750000 Penalty: 3247.207031
	Iteration 24Q: 3 clusters Score -2377504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2377526.500000 Penalty: 3247.207031
	Iteration 25Q: 3 clusters Score -2377526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2377538.250000 Penalty: 3247.207031
	Iteration 26Q: 3 clusters Score -2377538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2377550.250000 Penalty: 3247.207031
	Iteration 27Q: 3 clusters Score -2377550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2377553.250000 Penalty: 3247.207031
	Iteration 28Q: 3 clusters Score -2377553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2377559.250000 Penalty: 3247.207031
	Iteration 29Q: 3 clusters Score -2377559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2377569.500000 Penalty: 3247.207031
	Iteration 30Q: 3 clusters Score -2377570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2377570.750000 Penalty: 3247.207031
	Iteration 31Q: 3 clusters Score -2377571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2377578.500000 Penalty: 3247.207031
	Iteration 32Q: 3 clusters Score -2377578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2377579.500000 Penalty: 3247.207031
	Iteration 33Q: 3 clusters Score -2377580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2377582.000000 Penalty: 3247.207031
	Iteration 34Q: 3 clusters Score -2377582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2377582.750000 Penalty: 3247.207031
	Iteration 35Q: 3 clusters Score -2377583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2377587.250000 Penalty: 3247.207031
	Iteration 36Q: 3 clusters Score -2377587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2377587.250000 Penalty: 3247.207031
	Iteration 37Q: 3 clusters Score -2377587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2377585.750000 Penalty: 3247.207031
	Iteration 38Q: 3 clusters Score -2377586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2377585.750000 Penalty: 3247.207031
	Iteration 39F: 3 clusters Score -2377586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Entering Unmasked Estep 
Score: -1717032.625000 Penalty: 1570.321411
	Iteration 0F: 2 clusters Score -1717033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1706251.625000 Penalty: 3140.642822
	Iteration 0F: 3 clusters Score -1706252 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1710063.875000 Penalty: 3140.642822
	Iteration 1F: 3 clusters Score -1710064 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1710453.875000 Penalty: 3140.642822
	Iteration 2F: 3 clusters Score -1710454 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1710909.250000 Penalty: 3140.642822
	Iteration 3F: 3 clusters Score -1710909 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1711493.750000 Penalty: 3140.642822
	Iteration 4F: 3 clusters Score -1711494 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1712177.000000 Penalty: 3140.642822
	Iteration 5F: 3 clusters Score -1712177 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1712982.125000 Penalty: 3140.642822
	Iteration 6F: 3 clusters Score -1712982 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1713771.750000 Penalty: 3140.642822
	Iteration 7F: 3 clusters Score -1713772 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1714404.500000 Penalty: 3140.642822
	Iteration 8Q: 3 clusters Score -1714404 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1714767.000000 Penalty: 3140.642822
	Iteration 9Q: 3 clusters Score -1714767 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1714984.000000 Penalty: 3140.642822
	Iteration 10Q: 3 clusters Score -1714984 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1715110.125000 Penalty: 3140.642822
	Iteration 11Q: 3 clusters Score -1715110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1715197.125000 Penalty: 3140.642822
	Iteration 12Q: 3 clusters Score -1715197 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1715257.750000 Penalty: 3140.642822
	Iteration 13Q: 3 clusters Score -1715258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1715318.875000 Penalty: 3140.642822
	Iteration 14Q: 3 clusters Score -1715319 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1715357.500000 Penalty: 3140.642822
	Iteration 15Q: 3 clusters Score -1715358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1715395.375000 Penalty: 3140.642822
	Iteration 16Q: 3 clusters Score -1715395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1715433.750000 Penalty: 3140.642822
	Iteration 17Q: 3 clusters Score -1715434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1715467.750000 Penalty: 3140.642822
	Iteration 18Q: 3 clusters Score -1715468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1715507.125000 Penalty: 3140.642822
	Iteration 19Q: 3 clusters Score -1715507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1715540.000000 Penalty: 3140.642822
	Iteration 20F: 3 clusters Score -1715540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1715563.500000 Penalty: 3140.642822
	Iteration 21Q: 3 clusters Score -1715564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1715584.500000 Penalty: 3140.642822
	Iteration 22Q: 3 clusters Score -1715584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1715598.750000 Penalty: 3140.642822
	Iteration 23Q: 3 clusters Score -1715599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1715606.375000 Penalty: 3140.642822
	Iteration 24Q: 3 clusters Score -1715606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1715608.500000 Penalty: 3140.642822
	Iteration 25Q: 3 clusters Score -1715608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1715617.500000 Penalty: 3140.642822
	Iteration 26Q: 3 clusters Score -1715618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1715618.250000 Penalty: 3140.642822
	Iteration 27Q: 3 clusters Score -1715618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1715624.500000 Penalty: 3140.642822
	Iteration 28Q: 3 clusters Score -1715624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1715625.625000 Penalty: 3140.642822
	Iteration 29Q: 3 clusters Score -1715626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1715627.125000 Penalty: 3140.642822
	Iteration 30Q: 3 clusters Score -1715627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1715632.375000 Penalty: 3140.642822
	Iteration 31Q: 3 clusters Score -1715632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1715637.000000 Penalty: 3140.642822
	Iteration 32Q: 3 clusters Score -1715637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1715644.000000 Penalty: 3140.642822
	Iteration 33Q: 3 clusters Score -1715644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1715644.875000 Penalty: 3140.642822
	Iteration 34Q: 3 clusters Score -1715645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1715648.250000 Penalty: 3140.642822
	Iteration 35Q: 3 clusters Score -1715648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1715662.000000 Penalty: 3140.642822
	Iteration 36Q: 3 clusters Score -1715662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1715675.875000 Penalty: 3140.642822
	Iteration 37Q: 3 clusters Score -1715676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1715679.625000 Penalty: 3140.642822
	Iteration 38Q: 3 clusters Score -1715680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1715685.875000 Penalty: 3140.642822
	Iteration 39Q: 3 clusters Score -1715686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1715693.125000 Penalty: 3140.642822
	Iteration 40F: 3 clusters Score -1715693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1715692.875000 Penalty: 3140.642822
	Iteration 41Q: 3 clusters Score -1715693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1715695.750000 Penalty: 3140.642822
	Iteration 42Q: 3 clusters Score -1715696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1715695.750000 Penalty: 3140.642822
	Iteration 43Q: 3 clusters Score -1715696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1715697.000000 Penalty: 3140.642822
	Iteration 44Q: 3 clusters Score -1715697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1715699.875000 Penalty: 3140.642822
	Iteration 45Q: 3 clusters Score -1715700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1715703.750000 Penalty: 3140.642822
	Iteration 46Q: 3 clusters Score -1715704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1715704.500000 Penalty: 3140.642822
	Iteration 47Q: 3 clusters Score -1715704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1715709.625000 Penalty: 3140.642822
	Iteration 48Q: 3 clusters Score -1715710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1715708.375000 Penalty: 3140.642822
	Iteration 49Q: 3 clusters Score -1715708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1715707.500000 Penalty: 3140.642822
	Iteration 50Q: 3 clusters Score -1715708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1715712.500000 Penalty: 3140.642822
	Iteration 51Q: 3 clusters Score -1715712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1715716.625000 Penalty: 3140.642822
	Iteration 52Q: 3 clusters Score -1715717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1715718.000000 Penalty: 3140.642822
	Iteration 53Q: 3 clusters Score -1715718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1715720.625000 Penalty: 3140.642822
	Iteration 54Q: 3 clusters Score -1715721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1715724.250000 Penalty: 3140.642822
	Iteration 55Q: 3 clusters Score -1715724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1715724.875000 Penalty: 3140.642822
	Iteration 56Q: 3 clusters Score -1715725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1715729.250000 Penalty: 3140.642822
	Iteration 57Q: 3 clusters Score -1715729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1715732.375000 Penalty: 3140.642822
	Iteration 58Q: 3 clusters Score -1715732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1715735.750000 Penalty: 3140.642822
	Iteration 59Q: 3 clusters Score -1715736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1715741.125000 Penalty: 3140.642822
	Iteration 60F: 3 clusters Score -1715741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1715740.875000 Penalty: 3140.642822
	Iteration 61Q: 3 clusters Score -1715741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1715739.125000 Penalty: 3140.642822
	Iteration 62Q: 3 clusters Score -1715739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1715742.625000 Penalty: 3140.642822
	Iteration 63Q: 3 clusters Score -1715743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1715743.125000 Penalty: 3140.642822
	Iteration 64Q: 3 clusters Score -1715743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1715743.000000 Penalty: 3140.642822
	Iteration 65Q: 3 clusters Score -1715743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1715744.000000 Penalty: 3140.642822
	Iteration 66Q: 3 clusters Score -1715744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1715744.000000 Penalty: 3140.642822
	Iteration 67F: 3 clusters Score -1715744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Entering Unmasked Estep 
Score: -2623308.500000 Penalty: 1646.465698
	Iteration 0F: 2 clusters Score -2623308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2606255.000000 Penalty: 3292.931396
	Iteration 0F: 3 clusters Score -2606255 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2612821.500000 Penalty: 3292.931396
	Iteration 1F: 3 clusters Score -2612822 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2613292.000000 Penalty: 3292.931396
	Iteration 2Q: 3 clusters Score -2613292 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2613777.500000 Penalty: 3292.931396
	Iteration 3Q: 3 clusters Score -2613778 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2614372.500000 Penalty: 3292.931396
	Iteration 4Q: 3 clusters Score -2614372 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2615033.250000 Penalty: 3292.931396
	Iteration 5Q: 3 clusters Score -2615033 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2615762.250000 Penalty: 3292.931396
	Iteration 6Q: 3 clusters Score -2615762 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2616577.250000 Penalty: 3292.931396
	Iteration 7F: 3 clusters Score -2616577 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2617352.000000 Penalty: 3292.931396
	Iteration 8Q: 3 clusters Score -2617352 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2618013.500000 Penalty: 3292.931396
	Iteration 9Q: 3 clusters Score -2618014 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2618520.250000 Penalty: 3292.931396
	Iteration 10Q: 3 clusters Score -2618520 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2618909.250000 Penalty: 3292.931396
	Iteration 11Q: 3 clusters Score -2618909 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2619241.250000 Penalty: 3292.931396
	Iteration 12Q: 3 clusters Score -2619241 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2619511.000000 Penalty: 3292.931396
	Iteration 13Q: 3 clusters Score -2619511 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2619779.000000 Penalty: 3292.931396
	Iteration 14Q: 3 clusters Score -2619779 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2620044.500000 Penalty: 3292.931396
	Iteration 15Q: 3 clusters Score -2620044 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2620263.500000 Penalty: 3292.931396
	Iteration 16Q: 3 clusters Score -2620264 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2620473.500000 Penalty: 3292.931396
	Iteration 17Q: 3 clusters Score -2620474 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2620665.750000 Penalty: 3292.931396
	Iteration 18Q: 3 clusters Score -2620666 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2620858.750000 Penalty: 3292.931396
	Iteration 19Q: 3 clusters Score -2620859 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2621037.000000 Penalty: 3292.931396
	Iteration 20F: 3 clusters Score -2621037 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2621178.750000 Penalty: 3292.931396
	Iteration 21Q: 3 clusters Score -2621179 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2621301.250000 Penalty: 3292.931396
	Iteration 22Q: 3 clusters Score -2621301 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2621418.250000 Penalty: 3292.931396
	Iteration 23Q: 3 clusters Score -2621418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2621516.500000 Penalty: 3292.931396
	Iteration 24Q: 3 clusters Score -2621516 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2621612.500000 Penalty: 3292.931396
	Iteration 25Q: 3 clusters Score -2621612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2621689.250000 Penalty: 3292.931396
	Iteration 26Q: 3 clusters Score -2621689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2621732.000000 Penalty: 3292.931396
	Iteration 27Q: 3 clusters Score -2621732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2621776.250000 Penalty: 3292.931396
	Iteration 28Q: 3 clusters Score -2621776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2621812.500000 Penalty: 3292.931396
	Iteration 29Q: 3 clusters Score -2621812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2621841.500000 Penalty: 3292.931396
	Iteration 30Q: 3 clusters Score -2621842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2621867.750000 Penalty: 3292.931396
	Iteration 31Q: 3 clusters Score -2621868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2621872.500000 Penalty: 3292.931396
	Iteration 32Q: 3 clusters Score -2621872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2621886.250000 Penalty: 3292.931396
	Iteration 33Q: 3 clusters Score -2621886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2621898.000000 Penalty: 3292.931396
	Iteration 34Q: 3 clusters Score -2621898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2621901.000000 Penalty: 3292.931396
	Iteration 35Q: 3 clusters Score -2621901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2621908.000000 Penalty: 3292.931396
	Iteration 36Q: 3 clusters Score -2621908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2621914.250000 Penalty: 3292.931396
	Iteration 37Q: 3 clusters Score -2621914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2621920.000000 Penalty: 3292.931396
	Iteration 38Q: 3 clusters Score -2621920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2621923.500000 Penalty: 3292.931396
	Iteration 39Q: 3 clusters Score -2621924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2621926.000000 Penalty: 3292.931396
	Iteration 40F: 3 clusters Score -2621926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2621925.500000 Penalty: 3292.931396
	Iteration 41Q: 3 clusters Score -2621926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2621927.500000 Penalty: 3292.931396
	Iteration 42Q: 3 clusters Score -2621928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2621931.750000 Penalty: 3292.931396
	Iteration 43Q: 3 clusters Score -2621932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2621928.000000 Penalty: 3292.931396
	Iteration 44Q: 3 clusters Score -2621928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2621929.250000 Penalty: 3292.931396
	Iteration 45Q: 3 clusters Score -2621929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2621932.000000 Penalty: 3292.931396
	Iteration 46Q: 3 clusters Score -2621932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2621932.500000 Penalty: 3292.931396
	Iteration 47Q: 3 clusters Score -2621932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2621933.500000 Penalty: 3292.931396
	Iteration 48Q: 3 clusters Score -2621934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2621939.000000 Penalty: 3292.931396
	Iteration 49Q: 3 clusters Score -2621939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2621935.250000 Penalty: 3292.931396
	Iteration 50Q: 3 clusters Score -2621935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2621941.250000 Penalty: 3292.931396
	Iteration 51Q: 3 clusters Score -2621941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2621942.500000 Penalty: 3292.931396
	Iteration 52Q: 3 clusters Score -2621942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2621940.500000 Penalty: 3292.931396
	Iteration 53Q: 3 clusters Score -2621940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2621943.500000 Penalty: 3292.931396
	Iteration 54Q: 3 clusters Score -2621944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2621947.250000 Penalty: 3292.931396
	Iteration 55Q: 3 clusters Score -2621947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2621947.500000 Penalty: 3292.931396
	Iteration 56Q: 3 clusters Score -2621948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2621952.750000 Penalty: 3292.931396
	Iteration 57Q: 3 clusters Score -2621953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2621953.250000 Penalty: 3292.931396
	Iteration 58Q: 3 clusters Score -2621953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2621956.250000 Penalty: 3292.931396
	Iteration 59Q: 3 clusters Score -2621956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2621955.500000 Penalty: 3292.931396
	Iteration 60F: 3 clusters Score -2621956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2621954.750000 Penalty: 3292.931396
	Iteration 61Q: 3 clusters Score -2621955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2621956.250000 Penalty: 3292.931396
	Iteration 62Q: 3 clusters Score -2621956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2621956.750000 Penalty: 3292.931396
	Iteration 63Q: 3 clusters Score -2621957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2621957.750000 Penalty: 3292.931396
	Iteration 64Q: 3 clusters Score -2621958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2621959.250000 Penalty: 3292.931396
	Iteration 65Q: 3 clusters Score -2621959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2621960.250000 Penalty: 3292.931396
	Iteration 66Q: 3 clusters Score -2621960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2621961.250000 Penalty: 3292.931396
	Iteration 67Q: 3 clusters Score -2621961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2621961.750000 Penalty: 3292.931396
	Iteration 68Q: 3 clusters Score -2621962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2621965.000000 Penalty: 3292.931396
	Iteration 69Q: 3 clusters Score -2621965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2621962.750000 Penalty: 3292.931396
	Iteration 70Q: 3 clusters Score -2621963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2621965.000000 Penalty: 3292.931396
	Iteration 71Q: 3 clusters Score -2621965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2621968.250000 Penalty: 3292.931396
	Iteration 72Q: 3 clusters Score -2621968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2621968.000000 Penalty: 3292.931396
	Iteration 73Q: 3 clusters Score -2621968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2621971.250000 Penalty: 3292.931396
	Iteration 74Q: 3 clusters Score -2621971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2621975.000000 Penalty: 3292.931396
	Iteration 75Q: 3 clusters Score -2621975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2621976.750000 Penalty: 3292.931396
	Iteration 76Q: 3 clusters Score -2621977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2621978.750000 Penalty: 3292.931396
	Iteration 77Q: 3 clusters Score -2621979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2621980.750000 Penalty: 3292.931396
	Iteration 78Q: 3 clusters Score -2621981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2621982.000000 Penalty: 3292.931396
	Iteration 79Q: 3 clusters Score -2621982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2621982.000000 Penalty: 3292.931396
	Iteration 80F: 3 clusters Score -2621982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Entering Unmasked Estep 
Score: -17977644.000000 Penalty: 1955.182373
	Iteration 0F: 2 clusters Score -1.797764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -17869076.000000 Penalty: 3910.364746
	Iteration 0F: 3 clusters Score -1.786908e+07 nChanged 81302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -17917982.000000 Penalty: 3910.364746
	Iteration 1F: 3 clusters Score -1.791798e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -17919506.000000 Penalty: 3910.364746
	Iteration 2Q: 3 clusters Score -1.791951e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -17922136.000000 Penalty: 3910.364746
	Iteration 3Q: 3 clusters Score -1.792214e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -17926382.000000 Penalty: 3910.364746
	Iteration 4Q: 3 clusters Score -1.792638e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -17933156.000000 Penalty: 3910.364746
	Iteration 5F: 3 clusters Score -1.793316e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119408 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -17942496.000000 Penalty: 3910.364746
	Iteration 6F: 3 clusters Score -1.79425e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128113 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -17952254.000000 Penalty: 3910.364746
	Iteration 7F: 3 clusters Score -1.795225e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -17959642.000000 Penalty: 3910.364746
	Iteration 8F: 3 clusters Score -1.795964e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139442 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -17964126.000000 Penalty: 3910.364746
	Iteration 9Q: 3 clusters Score -1.796413e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143142 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -17966948.000000 Penalty: 3910.364746
	Iteration 10Q: 3 clusters Score -1.796695e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146469 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -17968902.000000 Penalty: 3910.364746
	Iteration 11Q: 3 clusters Score -1.79689e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -17970576.000000 Penalty: 3910.364746
	Iteration 12Q: 3 clusters Score -1.797058e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -17971822.000000 Penalty: 3910.364746
	Iteration 13Q: 3 clusters Score -1.797182e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -17972802.000000 Penalty: 3910.364746
	Iteration 14Q: 3 clusters Score -1.79728e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -17973600.000000 Penalty: 3910.364746
	Iteration 15Q: 3 clusters Score -1.79736e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -17974180.000000 Penalty: 3910.364746
	Iteration 16Q: 3 clusters Score -1.797418e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -17974614.000000 Penalty: 3910.364746
	Iteration 17Q: 3 clusters Score -1.797461e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -17974986.000000 Penalty: 3910.364746
	Iteration 18Q: 3 clusters Score -1.797499e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -17975306.000000 Penalty: 3910.364746
	Iteration 19Q: 3 clusters Score -1.797531e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164146 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -17975474.000000 Penalty: 3910.364746
	Iteration 20F: 3 clusters Score -1.797547e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -17975642.000000 Penalty: 3910.364746
	Iteration 21Q: 3 clusters Score -1.797564e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -17975748.000000 Penalty: 3910.364746
	Iteration 22Q: 3 clusters Score -1.797575e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17975820.000000 Penalty: 3910.364746
	Iteration 23Q: 3 clusters Score -1.797582e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -17975908.000000 Penalty: 3910.364746
	Iteration 24Q: 3 clusters Score -1.797591e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166241 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -17975952.000000 Penalty: 3910.364746
	Iteration 25Q: 3 clusters Score -1.797595e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17975974.000000 Penalty: 3910.364746
	Iteration 26Q: 3 clusters Score -1.797597e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -17976012.000000 Penalty: 3910.364746
	Iteration 27Q: 3 clusters Score -1.797601e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17976022.000000 Penalty: 3910.364746
	Iteration 28Q: 3 clusters Score -1.797602e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166786 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17976052.000000 Penalty: 3910.364746
	Iteration 29Q: 3 clusters Score -1.797605e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17976058.000000 Penalty: 3910.364746
	Iteration 30Q: 3 clusters Score -1.797606e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166936 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17976044.000000 Penalty: 3910.364746
	Iteration 31Q: 3 clusters Score -1.797604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17976050.000000 Penalty: 3910.364746
	Iteration 32Q: 3 clusters Score -1.797605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17976060.000000 Penalty: 3910.364746
	Iteration 33Q: 3 clusters Score -1.797606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17976106.000000 Penalty: 3910.364746
	Iteration 34Q: 3 clusters Score -1.797611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17976084.000000 Penalty: 3910.364746
	Iteration 35Q: 3 clusters Score -1.797608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167104 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -17976094.000000 Penalty: 3910.364746
	Iteration 36Q: 3 clusters Score -1.797609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17976110.000000 Penalty: 3910.364746
	Iteration 37Q: 3 clusters Score -1.797611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17976096.000000 Penalty: 3910.364746
	Iteration 38Q: 3 clusters Score -1.79761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -17976096.000000 Penalty: 3910.364746
	Iteration 39Q: 3 clusters Score -1.79761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17976106.000000 Penalty: 3910.364746
	Iteration 40F: 3 clusters Score -1.797611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -17976108.000000 Penalty: 3910.364746
	Iteration 41Q: 3 clusters Score -1.797611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -17976098.000000 Penalty: 3910.364746
	Iteration 42Q: 3 clusters Score -1.79761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17976100.000000 Penalty: 3910.364746
	Iteration 43Q: 3 clusters Score -1.79761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -17976106.000000 Penalty: 3910.364746
	Iteration 44Q: 3 clusters Score -1.797611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17976114.000000 Penalty: 3910.364746
	Iteration 45Q: 3 clusters Score -1.797611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17976114.000000 Penalty: 3910.364746
	Iteration 46Q: 3 clusters Score -1.797611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17976116.000000 Penalty: 3910.364746
	Iteration 47Q: 3 clusters Score -1.797612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167220 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17976104.000000 Penalty: 3910.364746
	Iteration 48Q: 3 clusters Score -1.79761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17976102.000000 Penalty: 3910.364746
	Iteration 49Q: 3 clusters Score -1.79761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167224 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17976100.000000 Penalty: 3910.364746
	Iteration 50Q: 3 clusters Score -1.79761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17976102.000000 Penalty: 3910.364746
	Iteration 51Q: 3 clusters Score -1.79761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17976096.000000 Penalty: 3910.364746
	Iteration 52Q: 3 clusters Score -1.79761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17976096.000000 Penalty: 3910.364746
	Iteration 53F: 3 clusters Score -1.79761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -286970.406250 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -286970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -284341.656250 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -284341.7 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284988.218750 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -284988.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -285127.093750 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -285127.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -285191.468750 Penalty: 2588.915039
	Iteration 3Q: 3 clusters Score -285191.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -285240.843750 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -285240.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285294.031250 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -285294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -285338.718750 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -285338.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285387.750000 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -285387.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -285439.031250 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -285439 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285488.875000 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -285488.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -285525.125000 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -285525.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -285559.875000 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -285559.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -285597.968750 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -285598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -285638.531250 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -285638.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -285686.125000 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -285686.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -285723.093750 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -285723.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -285750.937500 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -285750.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -285772.937500 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -285772.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -285789.562500 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -285789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -285800.406250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -285800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -285812.000000 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -285812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -285823.687500 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -285823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -285834.031250 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -285834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -285848.468750 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -285848.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -285856.687500 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -285856.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -285864.125000 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -285864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -285869.437500 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -285869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -285871.812500 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -285871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -285874.812500 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -285874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -285876.875000 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -285876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -285879.750000 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -285879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -285882.968750 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -285883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -285884.250000 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -285884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -285885.218750 Penalty: 2588.915039
	Iteration 33Q: 3 clusters Score -285885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -285886.125000 Penalty: 2588.915039
	Iteration 34Q: 3 clusters Score -285886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -285886.781250 Penalty: 2588.915039
	Iteration 35Q: 3 clusters Score -285886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -285888.718750 Penalty: 2588.915039
	Iteration 36Q: 3 clusters Score -285888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -285890.593750 Penalty: 2588.915039
	Iteration 37Q: 3 clusters Score -285890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -285893.687500 Penalty: 2588.915039
	Iteration 38Q: 3 clusters Score -285893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -285895.687500 Penalty: 2588.915039
	Iteration 39Q: 3 clusters Score -285895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -285896.343750 Penalty: 2588.915039
	Iteration 40F: 3 clusters Score -285896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -285896.281250 Penalty: 2588.915039
	Iteration 41Q: 3 clusters Score -285896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -285896.625000 Penalty: 2588.915039
	Iteration 42Q: 3 clusters Score -285896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -285897.187500 Penalty: 2588.915039
	Iteration 43Q: 3 clusters Score -285897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -285897.187500 Penalty: 2588.915039
	Iteration 44F: 3 clusters Score -285897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -473973.250000 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -473973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -470109.375000 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -470109.4 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -471295.343750 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -471295.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -471562.156250 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -471562.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -471767.375000 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -471767.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -471925.281250 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -471925.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -472067.187500 Penalty: 2757.987549
	Iteration 5Q: 3 clusters Score -472067.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -472186.718750 Penalty: 2757.987549
	Iteration 6Q: 3 clusters Score -472186.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -472272.406250 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -472272.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -472326.218750 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -472326.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -472364.593750 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -472364.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -472406.125000 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -472406.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -472451.718750 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -472451.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -472491.250000 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -472491.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -472529.062500 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -472529.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -472572.062500 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -472572.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -472609.875000 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -472609.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -472633.906250 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -472633.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -472662.593750 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -472662.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -472681.562500 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -472681.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -472696.687500 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -472696.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -472707.000000 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -472707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -472715.437500 Penalty: 2757.987549
	Iteration 21Q: 3 clusters Score -472715.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -472723.625000 Penalty: 2757.987549
	Iteration 22Q: 3 clusters Score -472723.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -472734.375000 Penalty: 2757.987549
	Iteration 23Q: 3 clusters Score -472734.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -472742.937500 Penalty: 2757.987549
	Iteration 24Q: 3 clusters Score -472742.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -472751.250000 Penalty: 2757.987549
	Iteration 25Q: 3 clusters Score -472751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -472756.218750 Penalty: 2757.987549
	Iteration 26Q: 3 clusters Score -472756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -472760.125000 Penalty: 2757.987549
	Iteration 27Q: 3 clusters Score -472760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -472765.656250 Penalty: 2757.987549
	Iteration 28Q: 3 clusters Score -472765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -472775.281250 Penalty: 2757.987549
	Iteration 29Q: 3 clusters Score -472775.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -472781.187500 Penalty: 2757.987549
	Iteration 30Q: 3 clusters Score -472781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -472786.687500 Penalty: 2757.987549
	Iteration 31Q: 3 clusters Score -472786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -472790.468750 Penalty: 2757.987549
	Iteration 32Q: 3 clusters Score -472790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -472794.562500 Penalty: 2757.987549
	Iteration 33Q: 3 clusters Score -472794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -472798.125000 Penalty: 2757.987549
	Iteration 34Q: 3 clusters Score -472798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -472802.531250 Penalty: 2757.987549
	Iteration 35Q: 3 clusters Score -472802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -472805.343750 Penalty: 2757.987549
	Iteration 36Q: 3 clusters Score -472805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -472807.031250 Penalty: 2757.987549
	Iteration 37Q: 3 clusters Score -472807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -472808.468750 Penalty: 2757.987549
	Iteration 38Q: 3 clusters Score -472808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -472808.437500 Penalty: 2757.987549
	Iteration 39Q: 3 clusters Score -472808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -472807.843750 Penalty: 2757.987549
	Iteration 40F: 3 clusters Score -472807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -472808.812500 Penalty: 2757.987549
	Iteration 41Q: 3 clusters Score -472808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -472809.000000 Penalty: 2757.987549
	Iteration 42Q: 3 clusters Score -472809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -472809.937500 Penalty: 2757.987549
	Iteration 43Q: 3 clusters Score -472809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -472809.750000 Penalty: 2757.987549
	Iteration 44Q: 3 clusters Score -472809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -472811.687500 Penalty: 2757.987549
	Iteration 45Q: 3 clusters Score -472811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -472813.312500 Penalty: 2757.987549
	Iteration 46Q: 3 clusters Score -472813.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -472814.125000 Penalty: 2757.987549
	Iteration 47Q: 3 clusters Score -472814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -472815.781250 Penalty: 2757.987549
	Iteration 48Q: 3 clusters Score -472815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -472817.562500 Penalty: 2757.987549
	Iteration 49Q: 3 clusters Score -472817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -472817.437500 Penalty: 2757.987549
	Iteration 50Q: 3 clusters Score -472817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -472818.968750 Penalty: 2757.987549
	Iteration 51Q: 3 clusters Score -472819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -472820.031250 Penalty: 2757.987549
	Iteration 52Q: 3 clusters Score -472820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -472820.093750 Penalty: 2757.987549
	Iteration 53Q: 3 clusters Score -472820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -472820.187500 Penalty: 2757.987549
	Iteration 54Q: 3 clusters Score -472820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -472820.187500 Penalty: 2757.987549
	Iteration 55F: 3 clusters Score -472820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Entering Unmasked Estep 
Score: -6644505.000000 Penalty: 1791.406738
	Iteration 0F: 2 clusters Score -6644505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6603430.000000 Penalty: 3582.813477
	Iteration 0F: 3 clusters Score -6603430 nChanged 29019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6619682.000000 Penalty: 3582.813477
	Iteration 1F: 3 clusters Score -6619682 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -6620083.500000 Penalty: 3582.813477
	Iteration 2Q: 3 clusters Score -6620084 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6620532.500000 Penalty: 3582.813477
	Iteration 3Q: 3 clusters Score -6620532 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6621013.000000 Penalty: 3582.813477
	Iteration 4Q: 3 clusters Score -6621013 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6621704.500000 Penalty: 3582.813477
	Iteration 5Q: 3 clusters Score -6621704 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -6622618.000000 Penalty: 3582.813477
	Iteration 6Q: 3 clusters Score -6622618 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -6624126.500000 Penalty: 3582.813477
	Iteration 7F: 3 clusters Score -6624126 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6626489.500000 Penalty: 3582.813477
	Iteration 8F: 3 clusters Score -6626490 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6629793.000000 Penalty: 3582.813477
	Iteration 9F: 3 clusters Score -6629793 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6633714.500000 Penalty: 3582.813477
	Iteration 10F: 3 clusters Score -6633714 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -6637136.000000 Penalty: 3582.813477
	Iteration 11F: 3 clusters Score -6637136 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6638873.500000 Penalty: 3582.813477
	Iteration 12Q: 3 clusters Score -6638874 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -6639662.000000 Penalty: 3582.813477
	Iteration 13Q: 3 clusters Score -6639662 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6640097.500000 Penalty: 3582.813477
	Iteration 14Q: 3 clusters Score -6640098 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -6640443.000000 Penalty: 3582.813477
	Iteration 15Q: 3 clusters Score -6640443 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6640739.500000 Penalty: 3582.813477
	Iteration 16Q: 3 clusters Score -6640740 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -6641046.500000 Penalty: 3582.813477
	Iteration 17Q: 3 clusters Score -6641046 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -6641323.000000 Penalty: 3582.813477
	Iteration 18Q: 3 clusters Score -6641323 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6641513.000000 Penalty: 3582.813477
	Iteration 19Q: 3 clusters Score -6641513 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6641741.000000 Penalty: 3582.813477
	Iteration 20F: 3 clusters Score -6641741 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6641941.000000 Penalty: 3582.813477
	Iteration 21Q: 3 clusters Score -6641941 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6642119.500000 Penalty: 3582.813477
	Iteration 22Q: 3 clusters Score -6642120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -6642285.000000 Penalty: 3582.813477
	Iteration 23Q: 3 clusters Score -6642285 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6642415.500000 Penalty: 3582.813477
	Iteration 24Q: 3 clusters Score -6642416 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6642529.500000 Penalty: 3582.813477
	Iteration 25Q: 3 clusters Score -6642530 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6642630.500000 Penalty: 3582.813477
	Iteration 26Q: 3 clusters Score -6642630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6642708.000000 Penalty: 3582.813477
	Iteration 27Q: 3 clusters Score -6642708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6642799.500000 Penalty: 3582.813477
	Iteration 28Q: 3 clusters Score -6642800 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6642858.500000 Penalty: 3582.813477
	Iteration 29Q: 3 clusters Score -6642858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6642904.000000 Penalty: 3582.813477
	Iteration 30Q: 3 clusters Score -6642904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6642940.500000 Penalty: 3582.813477
	Iteration 31Q: 3 clusters Score -6642940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6642964.500000 Penalty: 3582.813477
	Iteration 32Q: 3 clusters Score -6642964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6643000.500000 Penalty: 3582.813477
	Iteration 33Q: 3 clusters Score -6643000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6643017.500000 Penalty: 3582.813477
	Iteration 34Q: 3 clusters Score -6643018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6643011.000000 Penalty: 3582.813477
	Iteration 35Q: 3 clusters Score -6643011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6643023.500000 Penalty: 3582.813477
	Iteration 36Q: 3 clusters Score -6643024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6643035.500000 Penalty: 3582.813477
	Iteration 37Q: 3 clusters Score -6643036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6643039.000000 Penalty: 3582.813477
	Iteration 38Q: 3 clusters Score -6643039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6643042.500000 Penalty: 3582.813477
	Iteration 39Q: 3 clusters Score -6643042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6643053.500000 Penalty: 3582.813477
	Iteration 40F: 3 clusters Score -6643054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6643062.500000 Penalty: 3582.813477
	Iteration 41Q: 3 clusters Score -6643062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6643066.500000 Penalty: 3582.813477
	Iteration 42Q: 3 clusters Score -6643066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6643064.500000 Penalty: 3582.813477
	Iteration 43Q: 3 clusters Score -6643064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6643066.000000 Penalty: 3582.813477
	Iteration 44Q: 3 clusters Score -6643066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6643079.500000 Penalty: 3582.813477
	Iteration 45Q: 3 clusters Score -6643080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6643081.500000 Penalty: 3582.813477
	Iteration 46Q: 3 clusters Score -6643082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6643090.500000 Penalty: 3582.813477
	Iteration 47Q: 3 clusters Score -6643090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6643103.500000 Penalty: 3582.813477
	Iteration 48Q: 3 clusters Score -6643104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6643105.500000 Penalty: 3582.813477
	Iteration 49Q: 3 clusters Score -6643106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6643102.500000 Penalty: 3582.813477
	Iteration 50Q: 3 clusters Score -6643102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60269 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6643103.500000 Penalty: 3582.813477
	Iteration 51Q: 3 clusters Score -6643104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6643099.000000 Penalty: 3582.813477
	Iteration 52Q: 3 clusters Score -6643099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6643101.000000 Penalty: 3582.813477
	Iteration 53Q: 3 clusters Score -6643101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6643105.500000 Penalty: 3582.813477
	Iteration 54Q: 3 clusters Score -6643106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6643106.500000 Penalty: 3582.813477
	Iteration 55Q: 3 clusters Score -6643106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6643113.000000 Penalty: 3582.813477
	Iteration 56Q: 3 clusters Score -6643113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6643116.000000 Penalty: 3582.813477
	Iteration 57Q: 3 clusters Score -6643116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6643123.000000 Penalty: 3582.813477
	Iteration 58Q: 3 clusters Score -6643123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6643121.500000 Penalty: 3582.813477
	Iteration 59Q: 3 clusters Score -6643122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6643118.500000 Penalty: 3582.813477
	Iteration 60F: 3 clusters Score -6643118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6643115.500000 Penalty: 3582.813477
	Iteration 61Q: 3 clusters Score -6643116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6643117.500000 Penalty: 3582.813477
	Iteration 62Q: 3 clusters Score -6643118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6643119.000000 Penalty: 3582.813477
	Iteration 63Q: 3 clusters Score -6643119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6643118.000000 Penalty: 3582.813477
	Iteration 64Q: 3 clusters Score -6643118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6643122.500000 Penalty: 3582.813477
	Iteration 65Q: 3 clusters Score -6643122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6643124.000000 Penalty: 3582.813477
	Iteration 66Q: 3 clusters Score -6643124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6643123.000000 Penalty: 3582.813477
	Iteration 67Q: 3 clusters Score -6643123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6643117.500000 Penalty: 3582.813477
	Iteration 68Q: 3 clusters Score -6643118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6643121.000000 Penalty: 3582.813477
	Iteration 69Q: 3 clusters Score -6643121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6643120.000000 Penalty: 3582.813477
	Iteration 70Q: 3 clusters Score -6643120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6643126.000000 Penalty: 3582.813477
	Iteration 71Q: 3 clusters Score -6643126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6643128.000000 Penalty: 3582.813477
	Iteration 72Q: 3 clusters Score -6643128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6643131.500000 Penalty: 3582.813477
	Iteration 73Q: 3 clusters Score -6643132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6643132.000000 Penalty: 3582.813477
	Iteration 74Q: 3 clusters Score -6643132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6643133.000000 Penalty: 3582.813477
	Iteration 75Q: 3 clusters Score -6643133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6643136.500000 Penalty: 3582.813477
	Iteration 76Q: 3 clusters Score -6643136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6643133.500000 Penalty: 3582.813477
	Iteration 77Q: 3 clusters Score -6643134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6643131.500000 Penalty: 3582.813477
	Iteration 78Q: 3 clusters Score -6643132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6643132.500000 Penalty: 3582.813477
	Iteration 79Q: 3 clusters Score -6643132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6643132.500000 Penalty: 3582.813477
	Iteration 80F: 3 clusters Score -6643132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Entering Unmasked Estep 
Score: -1669630.625000 Penalty: 1566.125854
	Iteration 0F: 2 clusters Score -1669631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1659037.250000 Penalty: 3132.251709
	Iteration 0F: 3 clusters Score -1659037 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1662860.000000 Penalty: 3132.251709
	Iteration 1F: 3 clusters Score -1662860 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1663203.250000 Penalty: 3132.251709
	Iteration 2F: 3 clusters Score -1663203 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1663563.000000 Penalty: 3132.251709
	Iteration 3Q: 3 clusters Score -1663563 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1663956.375000 Penalty: 3132.251709
	Iteration 4Q: 3 clusters Score -1663956 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1664408.375000 Penalty: 3132.251709
	Iteration 5F: 3 clusters Score -1664408 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1664926.375000 Penalty: 3132.251709
	Iteration 6F: 3 clusters Score -1664926 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1665469.750000 Penalty: 3132.251709
	Iteration 7F: 3 clusters Score -1665470 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1666092.250000 Penalty: 3132.251709
	Iteration 8F: 3 clusters Score -1666092 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1666699.250000 Penalty: 3132.251709
	Iteration 9F: 3 clusters Score -1666699 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1667232.750000 Penalty: 3132.251709
	Iteration 10Q: 3 clusters Score -1667233 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1667643.750000 Penalty: 3132.251709
	Iteration 11Q: 3 clusters Score -1667644 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1667943.750000 Penalty: 3132.251709
	Iteration 12Q: 3 clusters Score -1667944 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1668194.375000 Penalty: 3132.251709
	Iteration 13Q: 3 clusters Score -1668194 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1668376.750000 Penalty: 3132.251709
	Iteration 14Q: 3 clusters Score -1668377 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1668520.125000 Penalty: 3132.251709
	Iteration 15Q: 3 clusters Score -1668520 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1668633.500000 Penalty: 3132.251709
	Iteration 16Q: 3 clusters Score -1668634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1668741.625000 Penalty: 3132.251709
	Iteration 17Q: 3 clusters Score -1668742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1668817.500000 Penalty: 3132.251709
	Iteration 18Q: 3 clusters Score -1668818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1668889.000000 Penalty: 3132.251709
	Iteration 19Q: 3 clusters Score -1668889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1668933.625000 Penalty: 3132.251709
	Iteration 20F: 3 clusters Score -1668934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1668970.000000 Penalty: 3132.251709
	Iteration 21Q: 3 clusters Score -1668970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1668990.875000 Penalty: 3132.251709
	Iteration 22Q: 3 clusters Score -1668991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1669009.875000 Penalty: 3132.251709
	Iteration 23Q: 3 clusters Score -1669010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1669011.375000 Penalty: 3132.251709
	Iteration 24Q: 3 clusters Score -1669011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1669014.000000 Penalty: 3132.251709
	Iteration 25Q: 3 clusters Score -1669014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1669015.875000 Penalty: 3132.251709
	Iteration 26Q: 3 clusters Score -1669016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1669019.750000 Penalty: 3132.251709
	Iteration 27Q: 3 clusters Score -1669020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1669021.500000 Penalty: 3132.251709
	Iteration 28Q: 3 clusters Score -1669022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1669021.625000 Penalty: 3132.251709
	Iteration 29Q: 3 clusters Score -1669022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1669022.625000 Penalty: 3132.251709
	Iteration 30Q: 3 clusters Score -1669023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1669022.250000 Penalty: 3132.251709
	Iteration 31Q: 3 clusters Score -1669022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1669026.500000 Penalty: 3132.251709
	Iteration 32Q: 3 clusters Score -1669026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1669027.500000 Penalty: 3132.251709
	Iteration 33Q: 3 clusters Score -1669028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1669029.625000 Penalty: 3132.251709
	Iteration 34Q: 3 clusters Score -1669030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1669029.875000 Penalty: 3132.251709
	Iteration 35Q: 3 clusters Score -1669030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1669028.625000 Penalty: 3132.251709
	Iteration 36Q: 3 clusters Score -1669029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1669029.250000 Penalty: 3132.251709
	Iteration 37Q: 3 clusters Score -1669029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1669030.125000 Penalty: 3132.251709
	Iteration 38Q: 3 clusters Score -1669030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1669032.500000 Penalty: 3132.251709
	Iteration 39Q: 3 clusters Score -1669032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1669030.375000 Penalty: 3132.251709
	Iteration 40F: 3 clusters Score -1669030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1669031.750000 Penalty: 3132.251709
	Iteration 41Q: 3 clusters Score -1669032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1669031.500000 Penalty: 3132.251709
	Iteration 42Q: 3 clusters Score -1669032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1669032.625000 Penalty: 3132.251709
	Iteration 43Q: 3 clusters Score -1669033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1669037.375000 Penalty: 3132.251709
	Iteration 44Q: 3 clusters Score -1669037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1669037.250000 Penalty: 3132.251709
	Iteration 45Q: 3 clusters Score -1669037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1669038.625000 Penalty: 3132.251709
	Iteration 46Q: 3 clusters Score -1669039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1669038.625000 Penalty: 3132.251709
	Iteration 47Q: 3 clusters Score -1669039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1669039.250000 Penalty: 3132.251709
	Iteration 48Q: 3 clusters Score -1669039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1669039.250000 Penalty: 3132.251709
	Iteration 49Q: 3 clusters Score -1669039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1669039.250000 Penalty: 3132.251709
	Iteration 50F: 3 clusters Score -1669039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Entering Unmasked Estep 
Score: -1628621.625000 Penalty: 1567.445190
	Iteration 0F: 2 clusters Score -1628622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1617938.875000 Penalty: 3134.890381
	Iteration 0F: 3 clusters Score -1617939 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1621560.500000 Penalty: 3134.890381
	Iteration 1F: 3 clusters Score -1621560 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1621957.000000 Penalty: 3134.890381
	Iteration 2F: 3 clusters Score -1621957 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1622338.125000 Penalty: 3134.890381
	Iteration 3F: 3 clusters Score -1622338 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1622671.750000 Penalty: 3134.890381
	Iteration 4Q: 3 clusters Score -1622672 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1623021.875000 Penalty: 3134.890381
	Iteration 5Q: 3 clusters Score -1623022 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1623433.125000 Penalty: 3134.890381
	Iteration 6Q: 3 clusters Score -1623433 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1623858.250000 Penalty: 3134.890381
	Iteration 7F: 3 clusters Score -1623858 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1624364.125000 Penalty: 3134.890381
	Iteration 8F: 3 clusters Score -1624364 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1624985.375000 Penalty: 3134.890381
	Iteration 9F: 3 clusters Score -1624985 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1625712.125000 Penalty: 3134.890381
	Iteration 10F: 3 clusters Score -1625712 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1626392.250000 Penalty: 3134.890381
	Iteration 11F: 3 clusters Score -1626392 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1626947.250000 Penalty: 3134.890381
	Iteration 12Q: 3 clusters Score -1626947 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1627299.250000 Penalty: 3134.890381
	Iteration 13Q: 3 clusters Score -1627299 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1627507.750000 Penalty: 3134.890381
	Iteration 14Q: 3 clusters Score -1627508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1627660.500000 Penalty: 3134.890381
	Iteration 15Q: 3 clusters Score -1627660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1627744.250000 Penalty: 3134.890381
	Iteration 16Q: 3 clusters Score -1627744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1627781.875000 Penalty: 3134.890381
	Iteration 17Q: 3 clusters Score -1627782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1627800.375000 Penalty: 3134.890381
	Iteration 18Q: 3 clusters Score -1627800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1627810.375000 Penalty: 3134.890381
	Iteration 19Q: 3 clusters Score -1627810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1627822.875000 Penalty: 3134.890381
	Iteration 20F: 3 clusters Score -1627823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1627827.750000 Penalty: 3134.890381
	Iteration 21Q: 3 clusters Score -1627828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1627831.000000 Penalty: 3134.890381
	Iteration 22Q: 3 clusters Score -1627831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1627830.500000 Penalty: 3134.890381
	Iteration 23Q: 3 clusters Score -1627830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1627836.000000 Penalty: 3134.890381
	Iteration 24Q: 3 clusters Score -1627836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1627836.000000 Penalty: 3134.890381
	Iteration 25Q: 3 clusters Score -1627836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1627836.375000 Penalty: 3134.890381
	Iteration 26Q: 3 clusters Score -1627836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1627836.125000 Penalty: 3134.890381
	Iteration 27Q: 3 clusters Score -1627836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1627836.875000 Penalty: 3134.890381
	Iteration 28Q: 3 clusters Score -1627837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1627838.250000 Penalty: 3134.890381
	Iteration 29Q: 3 clusters Score -1627838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1627838.250000 Penalty: 3134.890381
	Iteration 30F: 3 clusters Score -1627838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -22495.964844 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -22495.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21814.720703 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -21814.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22178.054688 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -22178.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22461.791016 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -22461.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22935.705078 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -22935.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23340.222656 Penalty: 1854.810913
	Iteration 4F: 3 clusters Score -23340.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23484.876953 Penalty: 1854.810913
	Iteration 5F: 3 clusters Score -23484.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23561.921875 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -23561.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23704.302734 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -23704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23711.671875 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -23711.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23733.453125 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -23733.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23766.599609 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -23766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23805.058594 Penalty: 1854.810913
	Iteration 11Q: 3 clusters Score -23805.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23810.769531 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -23810.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23810.769531 Penalty: 1854.810913
	Iteration 13F: 3 clusters Score -23810.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 54123 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 157952 members 
Mstep: Class 6 contains 21838 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 168029 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 61331 members 
Mstep: Class 13 contains 120 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 181 members 
Mstep: Class 17 contains 23924 members 
Mstep: Class 18 contains 211152 members 
Mstep: Class 20 contains 5098 members 
Entering Unmasked Estep 
Score: -84486824.000000 Penalty: 42000.691406
Splitting cluster 16 changes total score from -84486824.000000 to -84486824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (23924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Entering Unmasked Estep 
Score: -2602494.250000 Penalty: 1638.428589
	Iteration 0F: 2 clusters Score -2602494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2586318.750000 Penalty: 3276.857178
	Iteration 0F: 3 clusters Score -2586319 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2592383.250000 Penalty: 3276.857178
	Iteration 1F: 3 clusters Score -2592383 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2592801.250000 Penalty: 3276.857178
	Iteration 2Q: 3 clusters Score -2592801 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2593222.750000 Penalty: 3276.857178
	Iteration 3Q: 3 clusters Score -2593223 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2593737.500000 Penalty: 3276.857178
	Iteration 4Q: 3 clusters Score -2593738 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2594319.000000 Penalty: 3276.857178
	Iteration 5Q: 3 clusters Score -2594319 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2595040.250000 Penalty: 3276.857178
	Iteration 6Q: 3 clusters Score -2595040 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2595857.500000 Penalty: 3276.857178
	Iteration 7Q: 3 clusters Score -2595858 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2596756.000000 Penalty: 3276.857178
	Iteration 8F: 3 clusters Score -2596756 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2597505.750000 Penalty: 3276.857178
	Iteration 9F: 3 clusters Score -2597506 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2597953.500000 Penalty: 3276.857178
	Iteration 10Q: 3 clusters Score -2597954 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2598157.250000 Penalty: 3276.857178
	Iteration 11Q: 3 clusters Score -2598157 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2598284.750000 Penalty: 3276.857178
	Iteration 12Q: 3 clusters Score -2598285 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2598369.750000 Penalty: 3276.857178
	Iteration 13Q: 3 clusters Score -2598370 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2598457.250000 Penalty: 3276.857178
	Iteration 14Q: 3 clusters Score -2598457 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2598529.250000 Penalty: 3276.857178
	Iteration 15Q: 3 clusters Score -2598529 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2598581.000000 Penalty: 3276.857178
	Iteration 16Q: 3 clusters Score -2598581 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2598655.750000 Penalty: 3276.857178
	Iteration 17Q: 3 clusters Score -2598656 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2598720.000000 Penalty: 3276.857178
	Iteration 18Q: 3 clusters Score -2598720 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2598795.750000 Penalty: 3276.857178
	Iteration 19Q: 3 clusters Score -2598796 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2598886.000000 Penalty: 3276.857178
	Iteration 20F: 3 clusters Score -2598886 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2598958.500000 Penalty: 3276.857178
	Iteration 21Q: 3 clusters Score -2598958 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2599042.500000 Penalty: 3276.857178
	Iteration 22Q: 3 clusters Score -2599042 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2599129.750000 Penalty: 3276.857178
	Iteration 23Q: 3 clusters Score -2599130 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2599214.500000 Penalty: 3276.857178
	Iteration 24Q: 3 clusters Score -2599214 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2599287.500000 Penalty: 3276.857178
	Iteration 25Q: 3 clusters Score -2599288 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2599361.250000 Penalty: 3276.857178
	Iteration 26Q: 3 clusters Score -2599361 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2599448.000000 Penalty: 3276.857178
	Iteration 27Q: 3 clusters Score -2599448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2599541.000000 Penalty: 3276.857178
	Iteration 28Q: 3 clusters Score -2599541 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2599647.000000 Penalty: 3276.857178
	Iteration 29Q: 3 clusters Score -2599647 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2599738.000000 Penalty: 3276.857178
	Iteration 30Q: 3 clusters Score -2599738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2599821.750000 Penalty: 3276.857178
	Iteration 31Q: 3 clusters Score -2599822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2599920.250000 Penalty: 3276.857178
	Iteration 32Q: 3 clusters Score -2599920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2600010.750000 Penalty: 3276.857178
	Iteration 33Q: 3 clusters Score -2600011 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2600080.750000 Penalty: 3276.857178
	Iteration 34Q: 3 clusters Score -2600081 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2600145.000000 Penalty: 3276.857178
	Iteration 35Q: 3 clusters Score -2600145 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2600203.250000 Penalty: 3276.857178
	Iteration 36Q: 3 clusters Score -2600203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2600248.250000 Penalty: 3276.857178
	Iteration 37Q: 3 clusters Score -2600248 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2600290.500000 Penalty: 3276.857178
	Iteration 38Q: 3 clusters Score -2600290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2600352.500000 Penalty: 3276.857178
	Iteration 39Q: 3 clusters Score -2600352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2600398.250000 Penalty: 3276.857178
	Iteration 40F: 3 clusters Score -2600398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2600453.250000 Penalty: 3276.857178
	Iteration 41Q: 3 clusters Score -2600453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2600512.500000 Penalty: 3276.857178
	Iteration 42Q: 3 clusters Score -2600512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2600566.250000 Penalty: 3276.857178
	Iteration 43Q: 3 clusters Score -2600566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2600622.750000 Penalty: 3276.857178
	Iteration 44Q: 3 clusters Score -2600623 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2600666.750000 Penalty: 3276.857178
	Iteration 45Q: 3 clusters Score -2600667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2600708.000000 Penalty: 3276.857178
	Iteration 46Q: 3 clusters Score -2600708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2600741.000000 Penalty: 3276.857178
	Iteration 47Q: 3 clusters Score -2600741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2600778.000000 Penalty: 3276.857178
	Iteration 48Q: 3 clusters Score -2600778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2600824.250000 Penalty: 3276.857178
	Iteration 49Q: 3 clusters Score -2600824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2600868.000000 Penalty: 3276.857178
	Iteration 50Q: 3 clusters Score -2600868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2600893.250000 Penalty: 3276.857178
	Iteration 51Q: 3 clusters Score -2600893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2600921.250000 Penalty: 3276.857178
	Iteration 52Q: 3 clusters Score -2600921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2600939.500000 Penalty: 3276.857178
	Iteration 53Q: 3 clusters Score -2600940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2600964.000000 Penalty: 3276.857178
	Iteration 54Q: 3 clusters Score -2600964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2600976.250000 Penalty: 3276.857178
	Iteration 55Q: 3 clusters Score -2600976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2600987.750000 Penalty: 3276.857178
	Iteration 56Q: 3 clusters Score -2600988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2601000.250000 Penalty: 3276.857178
	Iteration 57Q: 3 clusters Score -2601000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2601014.250000 Penalty: 3276.857178
	Iteration 58Q: 3 clusters Score -2601014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2601028.250000 Penalty: 3276.857178
	Iteration 59Q: 3 clusters Score -2601028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2601045.250000 Penalty: 3276.857178
	Iteration 60F: 3 clusters Score -2601045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -2601064.750000 Penalty: 3276.857178
	Iteration 61Q: 3 clusters Score -2601065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2601084.750000 Penalty: 3276.857178
	Iteration 62Q: 3 clusters Score -2601085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2601095.500000 Penalty: 3276.857178
	Iteration 63Q: 3 clusters Score -2601096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2601106.000000 Penalty: 3276.857178
	Iteration 64Q: 3 clusters Score -2601106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2601116.750000 Penalty: 3276.857178
	Iteration 65Q: 3 clusters Score -2601117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2601126.500000 Penalty: 3276.857178
	Iteration 66Q: 3 clusters Score -2601126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2601135.000000 Penalty: 3276.857178
	Iteration 67Q: 3 clusters Score -2601135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2601153.250000 Penalty: 3276.857178
	Iteration 68Q: 3 clusters Score -2601153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2601159.000000 Penalty: 3276.857178
	Iteration 69Q: 3 clusters Score -2601159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2601163.250000 Penalty: 3276.857178
	Iteration 70Q: 3 clusters Score -2601163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2601172.250000 Penalty: 3276.857178
	Iteration 71Q: 3 clusters Score -2601172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2601172.750000 Penalty: 3276.857178
	Iteration 72Q: 3 clusters Score -2601173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2601173.500000 Penalty: 3276.857178
	Iteration 73Q: 3 clusters Score -2601174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2601175.250000 Penalty: 3276.857178
	Iteration 74Q: 3 clusters Score -2601175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2601179.250000 Penalty: 3276.857178
	Iteration 75Q: 3 clusters Score -2601179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2601179.750000 Penalty: 3276.857178
	Iteration 76Q: 3 clusters Score -2601180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2601179.500000 Penalty: 3276.857178
	Iteration 77Q: 3 clusters Score -2601180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2601179.500000 Penalty: 3276.857178
	Iteration 78Q: 3 clusters Score -2601180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2601178.750000 Penalty: 3276.857178
	Iteration 79Q: 3 clusters Score -2601179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2601181.500000 Penalty: 3276.857178
	Iteration 80F: 3 clusters Score -2601182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2601183.250000 Penalty: 3276.857178
	Iteration 81Q: 3 clusters Score -2601183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2601184.500000 Penalty: 3276.857178
	Iteration 82Q: 3 clusters Score -2601184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2601184.000000 Penalty: 3276.857178
	Iteration 83Q: 3 clusters Score -2601184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2601184.000000 Penalty: 3276.857178
	Iteration 84F: 3 clusters Score -2601184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (211152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211152 members 
Entering Unmasked Estep 
Score: -22431610.000000 Penalty: 1992.304321
	Iteration 0F: 2 clusters Score -2.243161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -22295276.000000 Penalty: 3984.608643
	Iteration 0F: 3 clusters Score -2.229528e+07 nChanged 102503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -22356286.000000 Penalty: 3984.608643
	Iteration 1F: 3 clusters Score -2.235629e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -22359206.000000 Penalty: 3984.608643
	Iteration 2Q: 3 clusters Score -2.235921e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 109391 members 
Entering Unmasked Estep 
Score: -22363612.000000 Penalty: 3984.608643
	Iteration 3Q: 3 clusters Score -2.236361e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -22369596.000000 Penalty: 3984.608643
	Iteration 4Q: 3 clusters Score -2.23696e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -22378320.000000 Penalty: 3984.608643
	Iteration 5F: 3 clusters Score -2.237832e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -22388844.000000 Penalty: 3984.608643
	Iteration 6F: 3 clusters Score -2.238884e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -22400652.000000 Penalty: 3984.608643
	Iteration 7F: 3 clusters Score -2.240065e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -22410642.000000 Penalty: 3984.608643
	Iteration 8F: 3 clusters Score -2.241064e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -22415644.000000 Penalty: 3984.608643
	Iteration 9Q: 3 clusters Score -2.241564e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -22417118.000000 Penalty: 3984.608643
	Iteration 10Q: 3 clusters Score -2.241712e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -22417816.000000 Penalty: 3984.608643
	Iteration 11Q: 3 clusters Score -2.241782e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -22418248.000000 Penalty: 3984.608643
	Iteration 12Q: 3 clusters Score -2.241825e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -22418532.000000 Penalty: 3984.608643
	Iteration 13Q: 3 clusters Score -2.241853e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -22418764.000000 Penalty: 3984.608643
	Iteration 14Q: 3 clusters Score -2.241876e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -22418932.000000 Penalty: 3984.608643
	Iteration 15Q: 3 clusters Score -2.241893e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -22419020.000000 Penalty: 3984.608643
	Iteration 16Q: 3 clusters Score -2.241902e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112404 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -22419220.000000 Penalty: 3984.608643
	Iteration 17Q: 3 clusters Score -2.241922e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112805 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -22419264.000000 Penalty: 3984.608643
	Iteration 18Q: 3 clusters Score -2.241926e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -22419376.000000 Penalty: 3984.608643
	Iteration 19Q: 3 clusters Score -2.241938e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -22419446.000000 Penalty: 3984.608643
	Iteration 20F: 3 clusters Score -2.241945e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -22419486.000000 Penalty: 3984.608643
	Iteration 21Q: 3 clusters Score -2.241949e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -22419538.000000 Penalty: 3984.608643
	Iteration 22Q: 3 clusters Score -2.241954e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -22419550.000000 Penalty: 3984.608643
	Iteration 23Q: 3 clusters Score -2.241955e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -22419648.000000 Penalty: 3984.608643
	Iteration 24Q: 3 clusters Score -2.241965e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -22419636.000000 Penalty: 3984.608643
	Iteration 25Q: 3 clusters Score -2.241964e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -22419642.000000 Penalty: 3984.608643
	Iteration 26Q: 3 clusters Score -2.241964e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -22419680.000000 Penalty: 3984.608643
	Iteration 27Q: 3 clusters Score -2.241968e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -22419734.000000 Penalty: 3984.608643
	Iteration 28Q: 3 clusters Score -2.241973e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -22419742.000000 Penalty: 3984.608643
	Iteration 29Q: 3 clusters Score -2.241974e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116373 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -22419780.000000 Penalty: 3984.608643
	Iteration 30Q: 3 clusters Score -2.241978e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -22419792.000000 Penalty: 3984.608643
	Iteration 31Q: 3 clusters Score -2.241979e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -22419782.000000 Penalty: 3984.608643
	Iteration 32Q: 3 clusters Score -2.241978e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -22419838.000000 Penalty: 3984.608643
	Iteration 33Q: 3 clusters Score -2.241984e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -22419848.000000 Penalty: 3984.608643
	Iteration 34Q: 3 clusters Score -2.241985e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -22419874.000000 Penalty: 3984.608643
	Iteration 35Q: 3 clusters Score -2.241987e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -22419866.000000 Penalty: 3984.608643
	Iteration 36Q: 3 clusters Score -2.241987e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -22419872.000000 Penalty: 3984.608643
	Iteration 37Q: 3 clusters Score -2.241987e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118786 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -22419882.000000 Penalty: 3984.608643
	Iteration 38Q: 3 clusters Score -2.241988e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119122 members 
Mstep: Class 2 contains 92030 members 
Entering Unmasked Estep 
Score: -22419906.000000 Penalty: 3984.608643
	Iteration 39Q: 3 clusters Score -2.241991e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -22419900.000000 Penalty: 3984.608643
	Iteration 40F: 3 clusters Score -2.24199e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -22419910.000000 Penalty: 3984.608643
	Iteration 41Q: 3 clusters Score -2.241991e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -22419896.000000 Penalty: 3984.608643
	Iteration 42Q: 3 clusters Score -2.24199e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -22419872.000000 Penalty: 3984.608643
	Iteration 43Q: 3 clusters Score -2.241987e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -22419924.000000 Penalty: 3984.608643
	Iteration 44Q: 3 clusters Score -2.241992e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -22419854.000000 Penalty: 3984.608643
	Iteration 45Q: 3 clusters Score -2.241985e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -22419886.000000 Penalty: 3984.608643
	Iteration 46Q: 3 clusters Score -2.241989e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -22419890.000000 Penalty: 3984.608643
	Iteration 47Q: 3 clusters Score -2.241989e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -22419944.000000 Penalty: 3984.608643
	Iteration 48Q: 3 clusters Score -2.241994e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -22420020.000000 Penalty: 3984.608643
	Iteration 49Q: 3 clusters Score -2.242002e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -22420102.000000 Penalty: 3984.608643
	Iteration 50Q: 3 clusters Score -2.24201e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124377 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -22420168.000000 Penalty: 3984.608643
	Iteration 51Q: 3 clusters Score -2.242017e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124890 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -22420218.000000 Penalty: 3984.608643
	Iteration 52Q: 3 clusters Score -2.242022e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -22420294.000000 Penalty: 3984.608643
	Iteration 53Q: 3 clusters Score -2.242029e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125976 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -22420312.000000 Penalty: 3984.608643
	Iteration 54Q: 3 clusters Score -2.242031e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -22420302.000000 Penalty: 3984.608643
	Iteration 55Q: 3 clusters Score -2.24203e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -22420332.000000 Penalty: 3984.608643
	Iteration 56Q: 3 clusters Score -2.242033e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -22420412.000000 Penalty: 3984.608643
	Iteration 57Q: 3 clusters Score -2.242041e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -22420496.000000 Penalty: 3984.608643
	Iteration 58Q: 3 clusters Score -2.24205e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -22420492.000000 Penalty: 3984.608643
	Iteration 59Q: 3 clusters Score -2.242049e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -22420522.000000 Penalty: 3984.608643
	Iteration 60F: 3 clusters Score -2.242052e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -22420632.000000 Penalty: 3984.608643
	Iteration 61Q: 3 clusters Score -2.242063e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -22420710.000000 Penalty: 3984.608643
	Iteration 62Q: 3 clusters Score -2.242071e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -22420784.000000 Penalty: 3984.608643
	Iteration 63Q: 3 clusters Score -2.242078e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131661 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -22420876.000000 Penalty: 3984.608643
	Iteration 64Q: 3 clusters Score -2.242088e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -22420928.000000 Penalty: 3984.608643
	Iteration 65Q: 3 clusters Score -2.242093e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133059 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -22421014.000000 Penalty: 3984.608643
	Iteration 66Q: 3 clusters Score -2.242101e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133716 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -22421144.000000 Penalty: 3984.608643
	Iteration 67Q: 3 clusters Score -2.242114e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134351 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -22421238.000000 Penalty: 3984.608643
	Iteration 68Q: 3 clusters Score -2.242124e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -22421248.000000 Penalty: 3984.608643
	Iteration 69Q: 3 clusters Score -2.242125e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135778 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -22421344.000000 Penalty: 3984.608643
	Iteration 70Q: 3 clusters Score -2.242134e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -22421426.000000 Penalty: 3984.608643
	Iteration 71Q: 3 clusters Score -2.242143e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -22421500.000000 Penalty: 3984.608643
	Iteration 72Q: 3 clusters Score -2.24215e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138413 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -22421602.000000 Penalty: 3984.608643
	Iteration 73Q: 3 clusters Score -2.24216e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139580 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -22421710.000000 Penalty: 3984.608643
	Iteration 74Q: 3 clusters Score -2.242171e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -22421798.000000 Penalty: 3984.608643
	Iteration 75Q: 3 clusters Score -2.24218e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -22421916.000000 Penalty: 3984.608643
	Iteration 76Q: 3 clusters Score -2.242192e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -22422092.000000 Penalty: 3984.608643
	Iteration 77Q: 3 clusters Score -2.242209e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -22422150.000000 Penalty: 3984.608643
	Iteration 78Q: 3 clusters Score -2.242215e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -22422388.000000 Penalty: 3984.608643
	Iteration 79Q: 3 clusters Score -2.242239e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -22422638.000000 Penalty: 3984.608643
	Iteration 80F: 3 clusters Score -2.242264e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -22422802.000000 Penalty: 3984.608643
	Iteration 81Q: 3 clusters Score -2.24228e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -22423018.000000 Penalty: 3984.608643
	Iteration 82Q: 3 clusters Score -2.242302e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -22423046.000000 Penalty: 3984.608643
	Iteration 83Q: 3 clusters Score -2.242305e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -22423144.000000 Penalty: 3984.608643
	Iteration 84Q: 3 clusters Score -2.242314e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161148 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -22423182.000000 Penalty: 3984.608643
	Iteration 85Q: 3 clusters Score -2.242318e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -22423430.000000 Penalty: 3984.608643
	Iteration 86Q: 3 clusters Score -2.242343e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -22423620.000000 Penalty: 3984.608643
	Iteration 87Q: 3 clusters Score -2.242362e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170029 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -22423978.000000 Penalty: 3984.608643
	Iteration 88Q: 3 clusters Score -2.242398e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -22424434.000000 Penalty: 3984.608643
	Iteration 89Q: 3 clusters Score -2.242443e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -22424756.000000 Penalty: 3984.608643
	Iteration 90Q: 3 clusters Score -2.242476e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -22425222.000000 Penalty: 3984.608643
	Iteration 91Q: 3 clusters Score -2.242522e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182118 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -22425582.000000 Penalty: 3984.608643
	Iteration 92Q: 3 clusters Score -2.242558e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -22425974.000000 Penalty: 3984.608643
	Iteration 93Q: 3 clusters Score -2.242597e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -22426406.000000 Penalty: 3984.608643
	Iteration 94Q: 3 clusters Score -2.242641e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -22426768.000000 Penalty: 3984.608643
	Iteration 95Q: 3 clusters Score -2.242677e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192730 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -22427202.000000 Penalty: 3984.608643
	Iteration 96Q: 3 clusters Score -2.24272e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195045 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -22427506.000000 Penalty: 3984.608643
	Iteration 97Q: 3 clusters Score -2.242751e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -22427976.000000 Penalty: 3984.608643
	Iteration 98Q: 3 clusters Score -2.242798e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198742 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -22428402.000000 Penalty: 3984.608643
	Iteration 99Q: 3 clusters Score -2.24284e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -22428818.000000 Penalty: 3984.608643
	Iteration 100F: 3 clusters Score -2.242882e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201620 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -22429054.000000 Penalty: 3984.608643
	Iteration 101Q: 3 clusters Score -2.242905e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202871 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -22429484.000000 Penalty: 3984.608643
	Iteration 102Q: 3 clusters Score -2.242948e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203953 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -22429614.000000 Penalty: 3984.608643
	Iteration 103Q: 3 clusters Score -2.242961e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204894 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -22429782.000000 Penalty: 3984.608643
	Iteration 104Q: 3 clusters Score -2.242978e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205705 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -22430046.000000 Penalty: 3984.608643
	Iteration 105Q: 3 clusters Score -2.243005e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206380 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -22430198.000000 Penalty: 3984.608643
	Iteration 106Q: 3 clusters Score -2.24302e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206920 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -22430412.000000 Penalty: 3984.608643
	Iteration 107Q: 3 clusters Score -2.243041e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207355 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -22430440.000000 Penalty: 3984.608643
	Iteration 108Q: 3 clusters Score -2.243044e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207716 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -22430570.000000 Penalty: 3984.608643
	Iteration 109Q: 3 clusters Score -2.243057e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -22430638.000000 Penalty: 3984.608643
	Iteration 110Q: 3 clusters Score -2.243064e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208243 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -22430642.000000 Penalty: 3984.608643
	Iteration 111Q: 3 clusters Score -2.243064e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208425 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22430656.000000 Penalty: 3984.608643
	Iteration 112Q: 3 clusters Score -2.243066e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208587 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -22430696.000000 Penalty: 3984.608643
	Iteration 113Q: 3 clusters Score -2.24307e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208706 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22430634.000000 Penalty: 3984.608643
	Iteration 114Q: 3 clusters Score -2.243063e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208827 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22430740.000000 Penalty: 3984.608643
	Iteration 115Q: 3 clusters Score -2.243074e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208918 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22430754.000000 Penalty: 3984.608643
	Iteration 116Q: 3 clusters Score -2.243075e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209002 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -22430762.000000 Penalty: 3984.608643
	Iteration 117Q: 3 clusters Score -2.243076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209088 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22430768.000000 Penalty: 3984.608643
	Iteration 118Q: 3 clusters Score -2.243077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209167 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -22430792.000000 Penalty: 3984.608643
	Iteration 119Q: 3 clusters Score -2.243079e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209232 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22430820.000000 Penalty: 3984.608643
	Iteration 120F: 3 clusters Score -2.243082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209287 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22430830.000000 Penalty: 3984.608643
	Iteration 121Q: 3 clusters Score -2.243083e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209328 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22430834.000000 Penalty: 3984.608643
	Iteration 122Q: 3 clusters Score -2.243083e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209362 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22430820.000000 Penalty: 3984.608643
	Iteration 123Q: 3 clusters Score -2.243082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209388 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22430802.000000 Penalty: 3984.608643
	Iteration 124Q: 3 clusters Score -2.24308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209414 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22430814.000000 Penalty: 3984.608643
	Iteration 125Q: 3 clusters Score -2.243081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209436 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -22430804.000000 Penalty: 3984.608643
	Iteration 126Q: 3 clusters Score -2.24308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209459 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22430808.000000 Penalty: 3984.608643
	Iteration 127Q: 3 clusters Score -2.243081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209464 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22430800.000000 Penalty: 3984.608643
	Iteration 128Q: 3 clusters Score -2.24308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209472 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -22430814.000000 Penalty: 3984.608643
	Iteration 129Q: 3 clusters Score -2.243081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209482 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22430812.000000 Penalty: 3984.608643
	Iteration 130Q: 3 clusters Score -2.243081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209496 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -22430830.000000 Penalty: 3984.608643
	Iteration 131Q: 3 clusters Score -2.243083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209501 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22430816.000000 Penalty: 3984.608643
	Iteration 132Q: 3 clusters Score -2.243082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209504 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22430802.000000 Penalty: 3984.608643
	Iteration 133Q: 3 clusters Score -2.24308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22430804.000000 Penalty: 3984.608643
	Iteration 134Q: 3 clusters Score -2.24308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22430802.000000 Penalty: 3984.608643
	Iteration 135Q: 3 clusters Score -2.24308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209507 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22430798.000000 Penalty: 3984.608643
	Iteration 136Q: 3 clusters Score -2.24308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209507 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22430798.000000 Penalty: 3984.608643
	Iteration 137F: 3 clusters Score -2.24308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -517632.093750 Penalty: 1387.198120
	Iteration 0F: 2 clusters Score -517632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -513620.812500 Penalty: 2774.396240
	Iteration 0F: 3 clusters Score -513620.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -514907.875000 Penalty: 2774.396240
	Iteration 1F: 3 clusters Score -514907.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -515499.687500 Penalty: 2774.396240
	Iteration 2F: 3 clusters Score -515499.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516096.343750 Penalty: 2774.396240
	Iteration 3F: 3 clusters Score -516096.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -516574.593750 Penalty: 2774.396240
	Iteration 4F: 3 clusters Score -516574.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -516892.718750 Penalty: 2774.396240
	Iteration 5F: 3 clusters Score -516892.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -517034.250000 Penalty: 2774.396240
	Iteration 6Q: 3 clusters Score -517034.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -517085.531250 Penalty: 2774.396240
	Iteration 7Q: 3 clusters Score -517085.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -517116.437500 Penalty: 2774.396240
	Iteration 8Q: 3 clusters Score -517116.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -517147.781250 Penalty: 2774.396240
	Iteration 9Q: 3 clusters Score -517147.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -517170.906250 Penalty: 2774.396240
	Iteration 10Q: 3 clusters Score -517170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -517191.281250 Penalty: 2774.396240
	Iteration 11Q: 3 clusters Score -517191.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -517218.156250 Penalty: 2774.396240
	Iteration 12Q: 3 clusters Score -517218.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -517239.031250 Penalty: 2774.396240
	Iteration 13Q: 3 clusters Score -517239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -517254.031250 Penalty: 2774.396240
	Iteration 14Q: 3 clusters Score -517254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -517263.218750 Penalty: 2774.396240
	Iteration 15Q: 3 clusters Score -517263.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -517274.468750 Penalty: 2774.396240
	Iteration 16Q: 3 clusters Score -517274.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -517282.000000 Penalty: 2774.396240
	Iteration 17Q: 3 clusters Score -517282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -517288.812500 Penalty: 2774.396240
	Iteration 18Q: 3 clusters Score -517288.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -517296.218750 Penalty: 2774.396240
	Iteration 19Q: 3 clusters Score -517296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -517304.625000 Penalty: 2774.396240
	Iteration 20F: 3 clusters Score -517304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -517309.343750 Penalty: 2774.396240
	Iteration 21Q: 3 clusters Score -517309.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -517315.406250 Penalty: 2774.396240
	Iteration 22Q: 3 clusters Score -517315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -517320.750000 Penalty: 2774.396240
	Iteration 23Q: 3 clusters Score -517320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -517321.687500 Penalty: 2774.396240
	Iteration 24Q: 3 clusters Score -517321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -517322.562500 Penalty: 2774.396240
	Iteration 25Q: 3 clusters Score -517322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -517323.906250 Penalty: 2774.396240
	Iteration 26Q: 3 clusters Score -517323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -517325.156250 Penalty: 2774.396240
	Iteration 27Q: 3 clusters Score -517325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -517329.968750 Penalty: 2774.396240
	Iteration 28Q: 3 clusters Score -517330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -517330.656250 Penalty: 2774.396240
	Iteration 29Q: 3 clusters Score -517330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -517332.812500 Penalty: 2774.396240
	Iteration 30Q: 3 clusters Score -517332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -517334.250000 Penalty: 2774.396240
	Iteration 31Q: 3 clusters Score -517334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -517333.718750 Penalty: 2774.396240
	Iteration 32Q: 3 clusters Score -517333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -517333.718750 Penalty: 2774.396240
	Iteration 33F: 3 clusters Score -517333.7 nChanged 0
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254236288.000000 Penalty: 43003.570312
22->19 Clusters: Score -254236288.000000, best is -254667280.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 36993 members 
Mstep: Class 3 contains 36695 members 
Mstep: Class 4 contains 36525 members 
Mstep: Class 5 contains 36590 members 
Mstep: Class 6 contains 36701 members 
Mstep: Class 7 contains 36647 members 
Mstep: Class 8 contains 37071 members 
Mstep: Class 9 contains 36914 members 
Mstep: Class 10 contains 36783 members 
Mstep: Class 11 contains 36820 members 
Mstep: Class 12 contains 36682 members 
Mstep: Class 13 contains 36772 members 
Mstep: Class 14 contains 36820 members 
Mstep: Class 15 contains 36701 members 
Mstep: Class 16 contains 36800 members 
Mstep: Class 17 contains 36710 members 
Mstep: Class 18 contains 36948 members 
Mstep: Class 19 contains 36743 members 
Mstep: Class 20 contains 36834 members 
Mstep: Class 21 contains 36938 members 
Mstep: Class 22 contains 36746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 277.503113 but Gain 2210.562500
Score: -81825264.000000 Penalty: 46421.816406
Iteration 0F: 22 clusters Score -8.182526e+07 nChanged 770092
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 53314 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 65908 members 
Mstep: Class 6 contains 58610 members 
Mstep: Class 7 contains 48827 members 
Mstep: Class 8 contains 37352 members 
Mstep: Class 9 contains 39163 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 55952 members 
Mstep: Class 12 contains 38838 members 
Mstep: Class 13 contains 31558 members 
Mstep: Class 14 contains 46398 members 
Mstep: Class 15 contains 11957 members 
Mstep: Class 16 contains 9962 members 
Mstep: Class 17 contains 21252 members 
Mstep: Class 18 contains 58047 members 
Mstep: Class 19 contains 15947 members 
Mstep: Class 20 contains 72650 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 42693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83425768.000000 Penalty: 46421.816406
Iteration 1F: 22 clusters Score -8.342577e+07 nChanged 271044
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 39225 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 65813 members 
Mstep: Class 6 contains 72375 members 
Mstep: Class 7 contains 41371 members 
Mstep: Class 8 contains 31960 members 
Mstep: Class 9 contains 32153 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 11 contains 60072 members 
Mstep: Class 12 contains 38839 members 
Mstep: Class 13 contains 33045 members 
Mstep: Class 14 contains 55003 members 
Mstep: Class 15 contains 8179 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 11545 members 
Mstep: Class 18 contains 42834 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 105339 members 
Mstep: Class 21 contains 53726 members 
Mstep: Class 22 contains 51090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83755112.000000 Penalty: 46421.816406
Iteration 2F: 22 clusters Score -8.375511e+07 nChanged 182549
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 28204 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 62036 members 
Mstep: Class 6 contains 86537 members 
Mstep: Class 7 contains 35205 members 
Mstep: Class 8 contains 28069 members 
Mstep: Class 9 contains 24938 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 72396 members 
Mstep: Class 12 contains 40333 members 
Mstep: Class 13 contains 32268 members 
Mstep: Class 14 contains 59755 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 5326 members 
Mstep: Class 18 contains 30384 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 20 contains 136487 members 
Mstep: Class 21 contains 60210 members 
Mstep: Class 22 contains 50372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2037.389404 but Gain 2210.562500
Score: -83908272.000000 Penalty: 44211.253906
Iteration 3F: 21 clusters Score -8.390827e+07 nChanged 135414
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 22565 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 54544 members 
Mstep: Class 6 contains 100204 members 
Mstep: Class 7 contains 28727 members 
Mstep: Class 8 contains 23188 members 
Mstep: Class 9 contains 18074 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 81680 members 
Mstep: Class 12 contains 41219 members 
Mstep: Class 13 contains 30522 members 
Mstep: Class 14 contains 60664 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 21649 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 168862 members 
Mstep: Class 21 contains 63236 members 
Mstep: Class 22 contains 49748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1729.828003 but Gain 2210.562500
Score: -84013520.000000 Penalty: 42000.691406
Iteration 4F: 20 clusters Score -8.401352e+07 nChanged 116712
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 18436 members 
Mstep: Class 4 contains 2949 members 
Mstep: Class 5 contains 44032 members 
Mstep: Class 6 contains 113187 members 
Mstep: Class 7 contains 22499 members 
Mstep: Class 8 contains 16789 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 11 contains 86733 members 
Mstep: Class 12 contains 40414 members 
Mstep: Class 13 contains 29034 members 
Mstep: Class 14 contains 58698 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 15534 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 204377 members 
Mstep: Class 21 contains 62544 members 
Mstep: Class 22 contains 51202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1948.438965 but Gain 2210.562500
Score: -84097760.000000 Penalty: 39790.128906
Iteration 5F: 19 clusters Score -8.409776e+07 nChanged 105944
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 15604 members 
Mstep: Class 5 contains 32370 members 
Mstep: Class 6 contains 124422 members 
Mstep: Class 7 contains 17168 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 11 contains 88842 members 
Mstep: Class 12 contains 38851 members 
Mstep: Class 13 contains 28446 members 
Mstep: Class 14 contains 55062 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 12067 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 238466 members 
Mstep: Class 21 contains 59959 members 
Mstep: Class 22 contains 54092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2206.854736 but Gain 2210.562500
Score: -84172368.000000 Penalty: 37579.566406
Iteration 6F: 18 clusters Score -8.417237e+07 nChanged 94158
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 13518 members 
Mstep: Class 5 contains 21851 members 
Mstep: Class 6 contains 135097 members 
Mstep: Class 7 contains 13485 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 11 contains 87636 members 
Mstep: Class 12 contains 36758 members 
Mstep: Class 13 contains 28220 members 
Mstep: Class 14 contains 50725 members 
Mstep: Class 15 contains 1058 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 3801 members 
Mstep: Class 20 contains 264067 members 
Mstep: Class 21 contains 58166 members 
Mstep: Class 22 contains 57517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84237376.000000 Penalty: 37579.566406
Iteration 7F: 18 clusters Score -8.423738e+07 nChanged 82261
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 147230 members 
Mstep: Class 7 contains 11010 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 11 contains 84817 members 
Mstep: Class 12 contains 34462 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 47153 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 18 contains 9594 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 279553 members 
Mstep: Class 21 contains 57967 members 
Mstep: Class 22 contains 60340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2145.354248 but Gain 2210.562500
Score: -84299792.000000 Penalty: 35369.003906
Iteration 8F: 17 clusters Score -8.429979e+07 nChanged 71792
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 5 contains 7059 members 
Mstep: Class 6 contains 158189 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 11 contains 81211 members 
Mstep: Class 12 contains 32564 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 44296 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 18 contains 8910 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 292745 members 
Mstep: Class 21 contains 57398 members 
Mstep: Class 22 contains 62046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1867.533203 but Gain 2210.562500
Score: -84345800.000000 Penalty: 33158.441406
Iteration 9F: 16 clusters Score -8.43458e+07 nChanged 58352
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 166749 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 11 contains 77926 members 
Mstep: Class 12 contains 31085 members 
Mstep: Class 13 contains 25448 members 
Mstep: Class 14 contains 41630 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 2198 members 
Mstep: Class 20 contains 303611 members 
Mstep: Class 21 contains 55494 members 
Mstep: Class 22 contains 62914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2168.588623 but Gain 2210.562500
Score: -84368152.000000 Penalty: 30947.878906
Iteration 10F: 15 clusters Score -8.436815e+07 nChanged 50136
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 8617 members 
Mstep: Class 6 contains 171946 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 11 contains 75724 members 
Mstep: Class 12 contains 30069 members 
Mstep: Class 13 contains 24586 members 
Mstep: Class 14 contains 39444 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 313181 members 
Mstep: Class 21 contains 52695 members 
Mstep: Class 22 contains 63257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84374336.000000 Penalty: 30947.878906
Iteration 11F: 15 clusters Score -8.437434e+07 nChanged 42270
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 6 contains 175867 members 
Mstep: Class 7 contains 7852 members 
Mstep: Class 11 contains 74598 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 23938 members 
Mstep: Class 14 contains 37521 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 20 contains 318016 members 
Mstep: Class 21 contains 49336 members 
Mstep: Class 22 contains 64023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84374024.000000 Penalty: 30947.878906
Iteration 12F: 15 clusters Score -8.437402e+07 nChanged 35409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 6 contains 182020 members 
Mstep: Class 7 contains 7945 members 
Mstep: Class 11 contains 74152 members 
Mstep: Class 12 contains 29059 members 
Mstep: Class 13 contains 23406 members 
Mstep: Class 14 contains 36205 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 20 contains 317272 members 
Mstep: Class 21 contains 46446 members 
Mstep: Class 22 contains 65437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84376656.000000 Penalty: 30947.878906
Iteration 13Q: 15 clusters Score -8.437666e+07 nChanged 29213
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 6 contains 190685 members 
Mstep: Class 7 contains 8060 members 
Mstep: Class 11 contains 73719 members 
Mstep: Class 12 contains 28742 members 
Mstep: Class 13 contains 22996 members 
Mstep: Class 14 contains 35116 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 312309 members 
Mstep: Class 21 contains 44062 members 
Mstep: Class 22 contains 67294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84384248.000000 Penalty: 30947.878906
Iteration 14Q: 15 clusters Score -8.438425e+07 nChanged 25192
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 6 contains 201310 members 
Mstep: Class 7 contains 8178 members 
Mstep: Class 11 contains 73036 members 
Mstep: Class 12 contains 28493 members 
Mstep: Class 13 contains 22543 members 
Mstep: Class 14 contains 34186 members 
Mstep: Class 15 contains 294 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 1965 members 
Mstep: Class 20 contains 304472 members 
Mstep: Class 21 contains 42112 members 
Mstep: Class 22 contains 69381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84393712.000000 Penalty: 30947.878906
Iteration 15Q: 15 clusters Score -8.439371e+07 nChanged 23136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 6 contains 212959 members 
Mstep: Class 7 contains 8288 members 
Mstep: Class 11 contains 72148 members 
Mstep: Class 12 contains 28288 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 295234 members 
Mstep: Class 21 contains 40459 members 
Mstep: Class 22 contains 71551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84401360.000000 Penalty: 30947.878906
Iteration 16Q: 15 clusters Score -8.440136e+07 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 6 contains 225294 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 11 contains 71097 members 
Mstep: Class 12 contains 28037 members 
Mstep: Class 13 contains 21736 members 
Mstep: Class 14 contains 32524 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 6417 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 284885 members 
Mstep: Class 21 contains 39139 members 
Mstep: Class 22 contains 73873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84402616.000000 Penalty: 30947.878906
Iteration 17Q: 15 clusters Score -8.440262e+07 nChanged 22989
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 6 contains 238329 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 11 contains 70118 members 
Mstep: Class 12 contains 27872 members 
Mstep: Class 13 contains 21507 members 
Mstep: Class 14 contains 31840 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 6235 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 272475 members 
Mstep: Class 21 contains 38098 members 
Mstep: Class 22 contains 76611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84408424.000000 Penalty: 30947.878906
Iteration 18Q: 15 clusters Score -8.440842e+07 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 6 contains 249184 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 11 contains 69320 members 
Mstep: Class 12 contains 27691 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 262018 members 
Mstep: Class 21 contains 37129 members 
Mstep: Class 22 contains 79274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414096.000000 Penalty: 30947.878906
Iteration 19Q: 15 clusters Score -8.44141e+07 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 6 contains 261026 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 11 contains 68750 members 
Mstep: Class 12 contains 27520 members 
Mstep: Class 13 contains 21340 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 250642 members 
Mstep: Class 21 contains 35987 members 
Mstep: Class 22 contains 81760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419496.000000 Penalty: 30947.878906
Iteration 20F: 15 clusters Score -8.44195e+07 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 6 contains 274398 members 
Mstep: Class 7 contains 8882 members 
Mstep: Class 11 contains 68244 members 
Mstep: Class 12 contains 27354 members 
Mstep: Class 13 contains 21259 members 
Mstep: Class 14 contains 29827 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 238068 members 
Mstep: Class 21 contains 34614 members 
Mstep: Class 22 contains 84102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429912.000000 Penalty: 30947.878906
Iteration 21Q: 15 clusters Score -8.442991e+07 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 6 contains 293149 members 
Mstep: Class 7 contains 8935 members 
Mstep: Class 11 contains 67757 members 
Mstep: Class 12 contains 27194 members 
Mstep: Class 13 contains 21078 members 
Mstep: Class 14 contains 28914 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 222002 members 
Mstep: Class 21 contains 32306 members 
Mstep: Class 22 contains 85894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84431752.000000 Penalty: 30947.878906
Iteration 22Q: 15 clusters Score -8.443175e+07 nChanged 37310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4549 members 
Mstep: Class 6 contains 317571 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 11 contains 67341 members 
Mstep: Class 12 contains 27149 members 
Mstep: Class 13 contains 20785 members 
Mstep: Class 14 contains 27716 members 
Mstep: Class 15 contains 316 members 
Mstep: Class 18 contains 5315 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 20 contains 202930 members 
Mstep: Class 21 contains 28537 members 
Mstep: Class 22 contains 86691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84397440.000000 Penalty: 30947.878906
Iteration 23Q: 15 clusters Score -8.439744e+07 nChanged 39200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 6 contains 330502 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 11 contains 67300 members 
Mstep: Class 12 contains 27385 members 
Mstep: Class 13 contains 20920 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 194036 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 88242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84367368.000000 Penalty: 30947.878906
Iteration 24Q: 15 clusters Score -8.436737e+07 nChanged 29319
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 6 contains 329106 members 
Mstep: Class 7 contains 9063 members 
Mstep: Class 11 contains 67281 members 
Mstep: Class 12 contains 27721 members 
Mstep: Class 13 contains 21358 members 
Mstep: Class 14 contains 26918 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 193801 members 
Mstep: Class 21 contains 20642 members 
Mstep: Class 22 contains 92168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84364392.000000 Penalty: 30947.878906
Iteration 25Q: 15 clusters Score -8.436439e+07 nChanged 22392
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 6 contains 324870 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 11 contains 67077 members 
Mstep: Class 12 contains 27833 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 27182 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 194865 members 
Mstep: Class 21 contains 18323 members 
Mstep: Class 22 contains 97109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84368208.000000 Penalty: 30947.878906
Iteration 26Q: 15 clusters Score -8.436821e+07 nChanged 18819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 6 contains 320217 members 
Mstep: Class 7 contains 9199 members 
Mstep: Class 11 contains 66761 members 
Mstep: Class 12 contains 27917 members 
Mstep: Class 13 contains 21880 members 
Mstep: Class 14 contains 27579 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 195759 members 
Mstep: Class 21 contains 16451 members 
Mstep: Class 22 contains 102354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84374648.000000 Penalty: 30947.878906
Iteration 27Q: 15 clusters Score -8.437465e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4564 members 
Mstep: Class 6 contains 315953 members 
Mstep: Class 7 contains 9267 members 
Mstep: Class 11 contains 66375 members 
Mstep: Class 12 contains 27951 members 
Mstep: Class 13 contains 21978 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 196250 members 
Mstep: Class 21 contains 14793 members 
Mstep: Class 22 contains 107590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84382360.000000 Penalty: 30947.878906
Iteration 28Q: 15 clusters Score -8.438236e+07 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 6 contains 312613 members 
Mstep: Class 7 contains 9346 members 
Mstep: Class 11 contains 65898 members 
Mstep: Class 12 contains 27952 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 28378 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 195875 members 
Mstep: Class 21 contains 13347 members 
Mstep: Class 22 contains 112707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84388384.000000 Penalty: 30947.878906
Iteration 29Q: 15 clusters Score -8.438838e+07 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 6 contains 309687 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 11 contains 65412 members 
Mstep: Class 12 contains 27904 members 
Mstep: Class 13 contains 21984 members 
Mstep: Class 14 contains 28796 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 195052 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 117721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84394784.000000 Penalty: 30947.878906
Iteration 30Q: 15 clusters Score -8.439478e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 6 contains 306828 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 11 contains 64968 members 
Mstep: Class 12 contains 27817 members 
Mstep: Class 13 contains 21964 members 
Mstep: Class 14 contains 29135 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 194205 members 
Mstep: Class 21 contains 11046 members 
Mstep: Class 22 contains 122619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84400832.000000 Penalty: 30947.878906
Iteration 31Q: 15 clusters Score -8.440083e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 6 contains 304463 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 11 contains 64530 members 
Mstep: Class 12 contains 27724 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 29438 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 18 contains 4982 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 192951 members 
Mstep: Class 21 contains 10142 members 
Mstep: Class 22 contains 127288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84405440.000000 Penalty: 30947.878906
Iteration 32Q: 15 clusters Score -8.440544e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 6 contains 302468 members 
Mstep: Class 7 contains 9698 members 
Mstep: Class 11 contains 64096 members 
Mstep: Class 12 contains 27664 members 
Mstep: Class 13 contains 21814 members 
Mstep: Class 14 contains 29721 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 191386 members 
Mstep: Class 21 contains 9365 members 
Mstep: Class 22 contains 131824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84409728.000000 Penalty: 30947.878906
Iteration 33Q: 15 clusters Score -8.440973e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 6 contains 300760 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 11 contains 63686 members 
Mstep: Class 12 contains 27584 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 29938 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 189583 members 
Mstep: Class 21 contains 8673 members 
Mstep: Class 22 contains 136275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414072.000000 Penalty: 30947.878906
Iteration 34Q: 15 clusters Score -8.441407e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5838 members 
Mstep: Class 6 contains 299600 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 11 contains 63226 members 
Mstep: Class 12 contains 27548 members 
Mstep: Class 13 contains 21644 members 
Mstep: Class 14 contains 30079 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 187623 members 
Mstep: Class 21 contains 8077 members 
Mstep: Class 22 contains 140258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84417360.000000 Penalty: 30947.878906
Iteration 35Q: 15 clusters Score -8.441736e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 6 contains 298746 members 
Mstep: Class 7 contains 9987 members 
Mstep: Class 11 contains 62753 members 
Mstep: Class 12 contains 27506 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 30087 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 185656 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 143989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418808.000000 Penalty: 30947.878906
Iteration 36Q: 15 clusters Score -8.441881e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 6 contains 297985 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 11 contains 62282 members 
Mstep: Class 12 contains 27476 members 
Mstep: Class 13 contains 21528 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 183667 members 
Mstep: Class 21 contains 7203 members 
Mstep: Class 22 contains 147520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84419896.000000 Penalty: 30947.878906
Iteration 37Q: 15 clusters Score -8.44199e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 6 contains 296970 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 11 contains 61876 members 
Mstep: Class 12 contains 27479 members 
Mstep: Class 13 contains 21486 members 
Mstep: Class 14 contains 30048 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4964 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 181973 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 150822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84421992.000000 Penalty: 30947.878906
Iteration 38Q: 15 clusters Score -8.442199e+07 nChanged 8433
Entering ConstructFrom: 
Score: -84421992.000000 Penalty: 30947.878906
Entering ConstructFrom: 
Trying to split cluster 1 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -776202.625000 Penalty: 1446.250610
	Iteration 0F: 2 clusters Score -776202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -770743.750000 Penalty: 2892.501221
	Iteration 0F: 3 clusters Score -770743.8 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -772379.062500 Penalty: 2892.501221
	Iteration 1F: 3 clusters Score -772379.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -772577.750000 Penalty: 2892.501221
	Iteration 2F: 3 clusters Score -772577.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -772719.500000 Penalty: 2892.501221
	Iteration 3Q: 3 clusters Score -772719.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -772858.250000 Penalty: 2892.501221
	Iteration 4Q: 3 clusters Score -772858.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -773018.875000 Penalty: 2892.501221
	Iteration 5Q: 3 clusters Score -773018.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -773203.312500 Penalty: 2892.501221
	Iteration 6Q: 3 clusters Score -773203.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -773440.000000 Penalty: 2892.501221
	Iteration 7Q: 3 clusters Score -773440 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -773724.625000 Penalty: 2892.501221
	Iteration 8F: 3 clusters Score -773724.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -774071.250000 Penalty: 2892.501221
	Iteration 9F: 3 clusters Score -774071.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -774373.125000 Penalty: 2892.501221
	Iteration 10Q: 3 clusters Score -774373.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -774594.375000 Penalty: 2892.501221
	Iteration 11Q: 3 clusters Score -774594.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -774743.937500 Penalty: 2892.501221
	Iteration 12Q: 3 clusters Score -774743.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -774825.875000 Penalty: 2892.501221
	Iteration 13Q: 3 clusters Score -774825.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -774867.500000 Penalty: 2892.501221
	Iteration 14Q: 3 clusters Score -774867.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -774900.687500 Penalty: 2892.501221
	Iteration 15Q: 3 clusters Score -774900.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -774921.875000 Penalty: 2892.501221
	Iteration 16Q: 3 clusters Score -774921.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -774943.000000 Penalty: 2892.501221
	Iteration 17Q: 3 clusters Score -774943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -774971.375000 Penalty: 2892.501221
	Iteration 18Q: 3 clusters Score -774971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -774982.500000 Penalty: 2892.501221
	Iteration 19Q: 3 clusters Score -774982.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -774997.125000 Penalty: 2892.501221
	Iteration 20F: 3 clusters Score -774997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -775012.875000 Penalty: 2892.501221
	Iteration 21Q: 3 clusters Score -775012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -775023.812500 Penalty: 2892.501221
	Iteration 22Q: 3 clusters Score -775023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -775029.125000 Penalty: 2892.501221
	Iteration 23Q: 3 clusters Score -775029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -775033.937500 Penalty: 2892.501221
	Iteration 24Q: 3 clusters Score -775033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -775038.500000 Penalty: 2892.501221
	Iteration 25Q: 3 clusters Score -775038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -775042.500000 Penalty: 2892.501221
	Iteration 26Q: 3 clusters Score -775042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -775047.062500 Penalty: 2892.501221
	Iteration 27Q: 3 clusters Score -775047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -775053.812500 Penalty: 2892.501221
	Iteration 28Q: 3 clusters Score -775053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -775055.625000 Penalty: 2892.501221
	Iteration 29Q: 3 clusters Score -775055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -775059.625000 Penalty: 2892.501221
	Iteration 30Q: 3 clusters Score -775059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -775065.187500 Penalty: 2892.501221
	Iteration 31Q: 3 clusters Score -775065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -775068.375000 Penalty: 2892.501221
	Iteration 32Q: 3 clusters Score -775068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -775073.500000 Penalty: 2892.501221
	Iteration 33Q: 3 clusters Score -775073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -775074.750000 Penalty: 2892.501221
	Iteration 34Q: 3 clusters Score -775074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -775078.875000 Penalty: 2892.501221
	Iteration 35Q: 3 clusters Score -775078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -775078.375000 Penalty: 2892.501221
	Iteration 36Q: 3 clusters Score -775078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -775079.312500 Penalty: 2892.501221
	Iteration 37Q: 3 clusters Score -775079.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -775081.062500 Penalty: 2892.501221
	Iteration 38Q: 3 clusters Score -775081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -775083.062500 Penalty: 2892.501221
	Iteration 39Q: 3 clusters Score -775083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -775085.375000 Penalty: 2892.501221
	Iteration 40F: 3 clusters Score -775085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -742284.375000 Penalty: 1431.311401
	Iteration 0F: 2 clusters Score -742284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -737193.062500 Penalty: 2862.622803
	Iteration 0F: 3 clusters Score -737193.1 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -738678.500000 Penalty: 2862.622803
	Iteration 1F: 3 clusters Score -738678.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -738840.500000 Penalty: 2862.622803
	Iteration 2F: 3 clusters Score -738840.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -738948.312500 Penalty: 2862.622803
	Iteration 3Q: 3 clusters Score -738948.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -739028.750000 Penalty: 2862.622803
	Iteration 4Q: 3 clusters Score -739028.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -739089.250000 Penalty: 2862.622803
	Iteration 5Q: 3 clusters Score -739089.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -739131.562500 Penalty: 2862.622803
	Iteration 6Q: 3 clusters Score -739131.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -739171.250000 Penalty: 2862.622803
	Iteration 7Q: 3 clusters Score -739171.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -739203.812500 Penalty: 2862.622803
	Iteration 8Q: 3 clusters Score -739203.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -739235.250000 Penalty: 2862.622803
	Iteration 9Q: 3 clusters Score -739235.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -739267.812500 Penalty: 2862.622803
	Iteration 10Q: 3 clusters Score -739267.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -739304.437500 Penalty: 2862.622803
	Iteration 11Q: 3 clusters Score -739304.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -739344.250000 Penalty: 2862.622803
	Iteration 12Q: 3 clusters Score -739344.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -739386.062500 Penalty: 2862.622803
	Iteration 13Q: 3 clusters Score -739386.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -739438.062500 Penalty: 2862.622803
	Iteration 14Q: 3 clusters Score -739438.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -739497.125000 Penalty: 2862.622803
	Iteration 15Q: 3 clusters Score -739497.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -739558.000000 Penalty: 2862.622803
	Iteration 16Q: 3 clusters Score -739558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -739631.250000 Penalty: 2862.622803
	Iteration 17Q: 3 clusters Score -739631.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -739713.312500 Penalty: 2862.622803
	Iteration 18Q: 3 clusters Score -739713.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -739796.062500 Penalty: 2862.622803
	Iteration 19Q: 3 clusters Score -739796.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -739895.562500 Penalty: 2862.622803
	Iteration 20F: 3 clusters Score -739895.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -740021.062500 Penalty: 2862.622803
	Iteration 21Q: 3 clusters Score -740021.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -740166.437500 Penalty: 2862.622803
	Iteration 22Q: 3 clusters Score -740166.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -740353.375000 Penalty: 2862.622803
	Iteration 23Q: 3 clusters Score -740353.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -740543.187500 Penalty: 2862.622803
	Iteration 24Q: 3 clusters Score -740543.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -740665.125000 Penalty: 2862.622803
	Iteration 25Q: 3 clusters Score -740665.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -740759.812500 Penalty: 2862.622803
	Iteration 26Q: 3 clusters Score -740759.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -740817.812500 Penalty: 2862.622803
	Iteration 27Q: 3 clusters Score -740817.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -740871.062500 Penalty: 2862.622803
	Iteration 28Q: 3 clusters Score -740871.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -740910.125000 Penalty: 2862.622803
	Iteration 29Q: 3 clusters Score -740910.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -740940.062500 Penalty: 2862.622803
	Iteration 30Q: 3 clusters Score -740940.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -740961.750000 Penalty: 2862.622803
	Iteration 31Q: 3 clusters Score -740961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -740974.937500 Penalty: 2862.622803
	Iteration 32Q: 3 clusters Score -740974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -740979.937500 Penalty: 2862.622803
	Iteration 33Q: 3 clusters Score -740979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -740982.250000 Penalty: 2862.622803
	Iteration 34Q: 3 clusters Score -740982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -740984.312500 Penalty: 2862.622803
	Iteration 35Q: 3 clusters Score -740984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -740987.312500 Penalty: 2862.622803
	Iteration 36Q: 3 clusters Score -740987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -740990.125000 Penalty: 2862.622803
	Iteration 37Q: 3 clusters Score -740990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -740991.875000 Penalty: 2862.622803
	Iteration 38Q: 3 clusters Score -740991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -740994.500000 Penalty: 2862.622803
	Iteration 39Q: 3 clusters Score -740994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -741002.812500 Penalty: 2862.622803
	Iteration 40F: 3 clusters Score -741002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -741008.500000 Penalty: 2862.622803
	Iteration 41Q: 3 clusters Score -741008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -741013.187500 Penalty: 2862.622803
	Iteration 42Q: 3 clusters Score -741013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -741016.312500 Penalty: 2862.622803
	Iteration 43Q: 3 clusters Score -741016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -741023.312500 Penalty: 2862.622803
	Iteration 44Q: 3 clusters Score -741023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -741026.750000 Penalty: 2862.622803
	Iteration 45Q: 3 clusters Score -741026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -741029.500000 Penalty: 2862.622803
	Iteration 46Q: 3 clusters Score -741029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -741032.250000 Penalty: 2862.622803
	Iteration 47Q: 3 clusters Score -741032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -741034.312500 Penalty: 2862.622803
	Iteration 48Q: 3 clusters Score -741034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -741037.000000 Penalty: 2862.622803
	Iteration 49Q: 3 clusters Score -741037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -741039.437500 Penalty: 2862.622803
	Iteration 50Q: 3 clusters Score -741039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -741044.625000 Penalty: 2862.622803
	Iteration 51Q: 3 clusters Score -741044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -741046.437500 Penalty: 2862.622803
	Iteration 52Q: 3 clusters Score -741046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -741049.312500 Penalty: 2862.622803
	Iteration 53Q: 3 clusters Score -741049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -741049.312500 Penalty: 2862.622803
	Iteration 54F: 3 clusters Score -741049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (296385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296385 members 
Entering Unmasked Estep 
Score: -31441784.000000 Penalty: 2047.404907
	Iteration 0F: 2 clusters Score -3.144178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -31270270.000000 Penalty: 4094.809814
	Iteration 0F: 3 clusters Score -3.127027e+07 nChanged 144625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -31356320.000000 Penalty: 4094.809814
	Iteration 1F: 3 clusters Score -3.135632e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -31358176.000000 Penalty: 4094.809814
	Iteration 2Q: 3 clusters Score -3.135818e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -31360512.000000 Penalty: 4094.809814
	Iteration 3Q: 3 clusters Score -3.136051e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 147598 members 
Entering Unmasked Estep 
Score: -31363276.000000 Penalty: 4094.809814
	Iteration 4Q: 3 clusters Score -3.136328e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -31367782.000000 Penalty: 4094.809814
	Iteration 5Q: 3 clusters Score -3.136778e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -31374582.000000 Penalty: 4094.809814
	Iteration 6Q: 3 clusters Score -3.137458e+07 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -31383552.000000 Penalty: 4094.809814
	Iteration 7F: 3 clusters Score -3.138355e+07 nChanged 18353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -31396446.000000 Penalty: 4094.809814
	Iteration 8F: 3 clusters Score -3.139645e+07 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -31410816.000000 Penalty: 4094.809814
	Iteration 9F: 3 clusters Score -3.141082e+07 nChanged 18310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -31421680.000000 Penalty: 4094.809814
	Iteration 10F: 3 clusters Score -3.142168e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -31426412.000000 Penalty: 4094.809814
	Iteration 11Q: 3 clusters Score -3.142641e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 134916 members 
Entering Unmasked Estep 
Score: -31427966.000000 Penalty: 4094.809814
	Iteration 12Q: 3 clusters Score -3.142797e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -31428626.000000 Penalty: 4094.809814
	Iteration 13Q: 3 clusters Score -3.142863e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -31428968.000000 Penalty: 4094.809814
	Iteration 14Q: 3 clusters Score -3.142897e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 130096 members 
Entering Unmasked Estep 
Score: -31429584.000000 Penalty: 4094.809814
	Iteration 15Q: 3 clusters Score -3.142958e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
Score: -31429966.000000 Penalty: 4094.809814
	Iteration 16Q: 3 clusters Score -3.142997e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169038 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -31430344.000000 Penalty: 4094.809814
	Iteration 17Q: 3 clusters Score -3.143034e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -31430454.000000 Penalty: 4094.809814
	Iteration 18Q: 3 clusters Score -3.143045e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -31430848.000000 Penalty: 4094.809814
	Iteration 19Q: 3 clusters Score -3.143085e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -31431090.000000 Penalty: 4094.809814
	Iteration 20F: 3 clusters Score -3.143109e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 121943 members 
Entering Unmasked Estep 
Score: -31431402.000000 Penalty: 4094.809814
	Iteration 21Q: 3 clusters Score -3.14314e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -31431722.000000 Penalty: 4094.809814
	Iteration 22Q: 3 clusters Score -3.143172e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177294 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -31431868.000000 Penalty: 4094.809814
	Iteration 23Q: 3 clusters Score -3.143187e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178746 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -31432106.000000 Penalty: 4094.809814
	Iteration 24Q: 3 clusters Score -3.143211e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180346 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -31432362.000000 Penalty: 4094.809814
	Iteration 25Q: 3 clusters Score -3.143236e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -31432624.000000 Penalty: 4094.809814
	Iteration 26Q: 3 clusters Score -3.143262e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183753 members 
Mstep: Class 2 contains 112632 members 
Entering Unmasked Estep 
Score: -31432810.000000 Penalty: 4094.809814
	Iteration 27Q: 3 clusters Score -3.143281e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185420 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -31432988.000000 Penalty: 4094.809814
	Iteration 28Q: 3 clusters Score -3.143299e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -31433272.000000 Penalty: 4094.809814
	Iteration 29Q: 3 clusters Score -3.143327e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188880 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -31433312.000000 Penalty: 4094.809814
	Iteration 30Q: 3 clusters Score -3.143331e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190706 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -31433458.000000 Penalty: 4094.809814
	Iteration 31Q: 3 clusters Score -3.143346e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192465 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -31433660.000000 Penalty: 4094.809814
	Iteration 32Q: 3 clusters Score -3.143366e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194160 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -31433898.000000 Penalty: 4094.809814
	Iteration 33Q: 3 clusters Score -3.14339e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195810 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -31433902.000000 Penalty: 4094.809814
	Iteration 34Q: 3 clusters Score -3.14339e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197512 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -31434034.000000 Penalty: 4094.809814
	Iteration 35Q: 3 clusters Score -3.143403e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199220 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -31434346.000000 Penalty: 4094.809814
	Iteration 36Q: 3 clusters Score -3.143435e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200924 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -31434508.000000 Penalty: 4094.809814
	Iteration 37Q: 3 clusters Score -3.143451e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202683 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -31434682.000000 Penalty: 4094.809814
	Iteration 38Q: 3 clusters Score -3.143468e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204392 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -31434772.000000 Penalty: 4094.809814
	Iteration 39Q: 3 clusters Score -3.143477e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206202 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -31434940.000000 Penalty: 4094.809814
	Iteration 40F: 3 clusters Score -3.143494e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207988 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -31435152.000000 Penalty: 4094.809814
	Iteration 41Q: 3 clusters Score -3.143515e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209795 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -31435366.000000 Penalty: 4094.809814
	Iteration 42Q: 3 clusters Score -3.143537e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211648 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -31435712.000000 Penalty: 4094.809814
	Iteration 43Q: 3 clusters Score -3.143571e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213569 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -31435840.000000 Penalty: 4094.809814
	Iteration 44Q: 3 clusters Score -3.143584e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215551 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -31436048.000000 Penalty: 4094.809814
	Iteration 45Q: 3 clusters Score -3.143605e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217600 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -31436198.000000 Penalty: 4094.809814
	Iteration 46Q: 3 clusters Score -3.14362e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219689 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -31436516.000000 Penalty: 4094.809814
	Iteration 47Q: 3 clusters Score -3.143652e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -31436742.000000 Penalty: 4094.809814
	Iteration 48Q: 3 clusters Score -3.143674e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224029 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -31436920.000000 Penalty: 4094.809814
	Iteration 49Q: 3 clusters Score -3.143692e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226296 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -31437256.000000 Penalty: 4094.809814
	Iteration 50Q: 3 clusters Score -3.143726e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228608 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -31437704.000000 Penalty: 4094.809814
	Iteration 51Q: 3 clusters Score -3.14377e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231020 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -31438018.000000 Penalty: 4094.809814
	Iteration 52Q: 3 clusters Score -3.143802e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233520 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -31438504.000000 Penalty: 4094.809814
	Iteration 53Q: 3 clusters Score -3.14385e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236141 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -31439186.000000 Penalty: 4094.809814
	Iteration 54Q: 3 clusters Score -3.143919e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238801 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -31439706.000000 Penalty: 4094.809814
	Iteration 55Q: 3 clusters Score -3.143971e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -31440198.000000 Penalty: 4094.809814
	Iteration 56Q: 3 clusters Score -3.14402e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244301 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -31441236.000000 Penalty: 4094.809814
	Iteration 57Q: 3 clusters Score -3.144124e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247156 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -31442448.000000 Penalty: 4094.809814
	Iteration 58Q: 3 clusters Score -3.144245e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250186 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -31443478.000000 Penalty: 4094.809814
	Iteration 59Q: 3 clusters Score -3.144348e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253370 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -31444526.000000 Penalty: 4094.809814
	Iteration 60F: 3 clusters Score -3.144453e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256634 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -31445404.000000 Penalty: 4094.809814
	Iteration 61Q: 3 clusters Score -3.14454e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259942 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -31446474.000000 Penalty: 4094.809814
	Iteration 62Q: 3 clusters Score -3.144647e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263267 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -31447528.000000 Penalty: 4094.809814
	Iteration 63Q: 3 clusters Score -3.144753e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266399 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -31448500.000000 Penalty: 4094.809814
	Iteration 64Q: 3 clusters Score -3.14485e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269535 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -31450300.000000 Penalty: 4094.809814
	Iteration 65Q: 3 clusters Score -3.14503e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272678 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -31452544.000000 Penalty: 4094.809814
	Iteration 66Q: 3 clusters Score -3.145254e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275811 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -31453822.000000 Penalty: 4094.809814
	Iteration 67Q: 3 clusters Score -3.145382e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278739 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -31454532.000000 Penalty: 4094.809814
	Iteration 68Q: 3 clusters Score -3.145453e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281364 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -31454706.000000 Penalty: 4094.809814
	Iteration 69Q: 3 clusters Score -3.145471e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283490 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -31454376.000000 Penalty: 4094.809814
	Iteration 70Q: 3 clusters Score -3.145438e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285039 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -31453954.000000 Penalty: 4094.809814
	Iteration 71Q: 3 clusters Score -3.145395e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286134 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -31453504.000000 Penalty: 4094.809814
	Iteration 72Q: 3 clusters Score -3.14535e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286931 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -31453170.000000 Penalty: 4094.809814
	Iteration 73Q: 3 clusters Score -3.145317e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287519 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -31453008.000000 Penalty: 4094.809814
	Iteration 74Q: 3 clusters Score -3.145301e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287970 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -31452842.000000 Penalty: 4094.809814
	Iteration 75Q: 3 clusters Score -3.145284e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288275 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -31452648.000000 Penalty: 4094.809814
	Iteration 76Q: 3 clusters Score -3.145265e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288541 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -31452528.000000 Penalty: 4094.809814
	Iteration 77Q: 3 clusters Score -3.145253e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288763 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -31452382.000000 Penalty: 4094.809814
	Iteration 78Q: 3 clusters Score -3.145238e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288957 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -31452310.000000 Penalty: 4094.809814
	Iteration 79Q: 3 clusters Score -3.145231e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289094 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -31452242.000000 Penalty: 4094.809814
	Iteration 80F: 3 clusters Score -3.145224e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289202 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -31452116.000000 Penalty: 4094.809814
	Iteration 81Q: 3 clusters Score -3.145212e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289281 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -31452066.000000 Penalty: 4094.809814
	Iteration 82Q: 3 clusters Score -3.145207e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289358 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -31451936.000000 Penalty: 4094.809814
	Iteration 83Q: 3 clusters Score -3.145194e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289428 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -31451900.000000 Penalty: 4094.809814
	Iteration 84Q: 3 clusters Score -3.14519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289478 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -31451880.000000 Penalty: 4094.809814
	Iteration 85Q: 3 clusters Score -3.145188e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289534 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -31451862.000000 Penalty: 4094.809814
	Iteration 86Q: 3 clusters Score -3.145186e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289572 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -31451844.000000 Penalty: 4094.809814
	Iteration 87Q: 3 clusters Score -3.145184e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289601 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -31451816.000000 Penalty: 4094.809814
	Iteration 88Q: 3 clusters Score -3.145182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289624 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -31451784.000000 Penalty: 4094.809814
	Iteration 89Q: 3 clusters Score -3.145178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289639 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -31451748.000000 Penalty: 4094.809814
	Iteration 90Q: 3 clusters Score -3.145175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289652 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -31451738.000000 Penalty: 4094.809814
	Iteration 91Q: 3 clusters Score -3.145174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289662 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -31451722.000000 Penalty: 4094.809814
	Iteration 92Q: 3 clusters Score -3.145172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289671 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -31451716.000000 Penalty: 4094.809814
	Iteration 93Q: 3 clusters Score -3.145172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289689 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -31451692.000000 Penalty: 4094.809814
	Iteration 94Q: 3 clusters Score -3.145169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289711 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -31451646.000000 Penalty: 4094.809814
	Iteration 95Q: 3 clusters Score -3.145165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289733 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -31451634.000000 Penalty: 4094.809814
	Iteration 96Q: 3 clusters Score -3.145163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289749 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -31451624.000000 Penalty: 4094.809814
	Iteration 97Q: 3 clusters Score -3.145162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289760 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -31451616.000000 Penalty: 4094.809814
	Iteration 98Q: 3 clusters Score -3.145162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289773 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -31451610.000000 Penalty: 4094.809814
	Iteration 99Q: 3 clusters Score -3.145161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289789 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -31451622.000000 Penalty: 4094.809814
	Iteration 100F: 3 clusters Score -3.145162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289803 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -31451628.000000 Penalty: 4094.809814
	Iteration 101Q: 3 clusters Score -3.145163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289808 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -31451630.000000 Penalty: 4094.809814
	Iteration 102Q: 3 clusters Score -3.145163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289818 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -31451614.000000 Penalty: 4094.809814
	Iteration 103Q: 3 clusters Score -3.145161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289825 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -31451602.000000 Penalty: 4094.809814
	Iteration 104Q: 3 clusters Score -3.14516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289831 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -31451598.000000 Penalty: 4094.809814
	Iteration 105Q: 3 clusters Score -3.14516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289835 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -31451596.000000 Penalty: 4094.809814
	Iteration 106Q: 3 clusters Score -3.14516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289838 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -31451594.000000 Penalty: 4094.809814
	Iteration 107Q: 3 clusters Score -3.145159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289842 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -31451592.000000 Penalty: 4094.809814
	Iteration 108Q: 3 clusters Score -3.145159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289844 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -31451588.000000 Penalty: 4094.809814
	Iteration 109Q: 3 clusters Score -3.145159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289845 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -31451574.000000 Penalty: 4094.809814
	Iteration 110Q: 3 clusters Score -3.145157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289845 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -31451574.000000 Penalty: 4094.809814
	Iteration 111F: 3 clusters Score -3.145157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 6 contains 289845 members 
Mstep: Class 7 contains 10422 members 
Mstep: Class 11 contains 61474 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 180383 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 153594 members 
Entering Unmasked Estep 
Score: -84432064.000000 Penalty: 33158.441406
Splitting cluster 6 changes total score from -84421992.000000 to -84432064.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1103844.250000 Penalty: 1503.397095
	Iteration 0F: 2 clusters Score -1103844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1096389.625000 Penalty: 3006.794189
	Iteration 0F: 3 clusters Score -1096390 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1098855.250000 Penalty: 3006.794189
	Iteration 1F: 3 clusters Score -1098855 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1099190.250000 Penalty: 3006.794189
	Iteration 2F: 3 clusters Score -1099190 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1099510.375000 Penalty: 3006.794189
	Iteration 3F: 3 clusters Score -1099510 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1099808.625000 Penalty: 3006.794189
	Iteration 4F: 3 clusters Score -1099809 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1100086.375000 Penalty: 3006.794189
	Iteration 5F: 3 clusters Score -1100086 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1100354.125000 Penalty: 3006.794189
	Iteration 6Q: 3 clusters Score -1100354 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1100636.500000 Penalty: 3006.794189
	Iteration 7Q: 3 clusters Score -1100636 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1100909.875000 Penalty: 3006.794189
	Iteration 8Q: 3 clusters Score -1100910 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1101142.375000 Penalty: 3006.794189
	Iteration 9Q: 3 clusters Score -1101142 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1101335.125000 Penalty: 3006.794189
	Iteration 10Q: 3 clusters Score -1101335 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1101494.375000 Penalty: 3006.794189
	Iteration 11Q: 3 clusters Score -1101494 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1101625.500000 Penalty: 3006.794189
	Iteration 12Q: 3 clusters Score -1101626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1101734.625000 Penalty: 3006.794189
	Iteration 13Q: 3 clusters Score -1101735 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1101808.250000 Penalty: 3006.794189
	Iteration 14Q: 3 clusters Score -1101808 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1101863.250000 Penalty: 3006.794189
	Iteration 15Q: 3 clusters Score -1101863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1101906.500000 Penalty: 3006.794189
	Iteration 16Q: 3 clusters Score -1101906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1101937.875000 Penalty: 3006.794189
	Iteration 17Q: 3 clusters Score -1101938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1101971.375000 Penalty: 3006.794189
	Iteration 18Q: 3 clusters Score -1101971 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1102005.875000 Penalty: 3006.794189
	Iteration 19Q: 3 clusters Score -1102006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1102032.500000 Penalty: 3006.794189
	Iteration 20F: 3 clusters Score -1102032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1102061.750000 Penalty: 3006.794189
	Iteration 21Q: 3 clusters Score -1102062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1102096.500000 Penalty: 3006.794189
	Iteration 22Q: 3 clusters Score -1102096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1102128.625000 Penalty: 3006.794189
	Iteration 23Q: 3 clusters Score -1102129 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1102163.875000 Penalty: 3006.794189
	Iteration 24Q: 3 clusters Score -1102164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1102205.375000 Penalty: 3006.794189
	Iteration 25Q: 3 clusters Score -1102205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1102248.500000 Penalty: 3006.794189
	Iteration 26Q: 3 clusters Score -1102248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1102299.875000 Penalty: 3006.794189
	Iteration 27Q: 3 clusters Score -1102300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1102343.750000 Penalty: 3006.794189
	Iteration 28Q: 3 clusters Score -1102344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1102390.375000 Penalty: 3006.794189
	Iteration 29Q: 3 clusters Score -1102390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1102432.000000 Penalty: 3006.794189
	Iteration 30Q: 3 clusters Score -1102432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1102469.250000 Penalty: 3006.794189
	Iteration 31Q: 3 clusters Score -1102469 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1102510.750000 Penalty: 3006.794189
	Iteration 32Q: 3 clusters Score -1102511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1102554.125000 Penalty: 3006.794189
	Iteration 33Q: 3 clusters Score -1102554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1102595.000000 Penalty: 3006.794189
	Iteration 34Q: 3 clusters Score -1102595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1102629.875000 Penalty: 3006.794189
	Iteration 35Q: 3 clusters Score -1102630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1102657.250000 Penalty: 3006.794189
	Iteration 36Q: 3 clusters Score -1102657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1102675.250000 Penalty: 3006.794189
	Iteration 37Q: 3 clusters Score -1102675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1102694.125000 Penalty: 3006.794189
	Iteration 38Q: 3 clusters Score -1102694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1102713.375000 Penalty: 3006.794189
	Iteration 39Q: 3 clusters Score -1102713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1102729.500000 Penalty: 3006.794189
	Iteration 40F: 3 clusters Score -1102730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1102752.625000 Penalty: 3006.794189
	Iteration 41Q: 3 clusters Score -1102753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1102771.625000 Penalty: 3006.794189
	Iteration 42Q: 3 clusters Score -1102772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1102785.875000 Penalty: 3006.794189
	Iteration 43Q: 3 clusters Score -1102786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1102797.000000 Penalty: 3006.794189
	Iteration 44Q: 3 clusters Score -1102797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1102809.375000 Penalty: 3006.794189
	Iteration 45Q: 3 clusters Score -1102809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1102822.125000 Penalty: 3006.794189
	Iteration 46Q: 3 clusters Score -1102822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1102834.625000 Penalty: 3006.794189
	Iteration 47Q: 3 clusters Score -1102835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1102847.750000 Penalty: 3006.794189
	Iteration 48Q: 3 clusters Score -1102848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1102863.500000 Penalty: 3006.794189
	Iteration 49Q: 3 clusters Score -1102864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1102870.375000 Penalty: 3006.794189
	Iteration 50Q: 3 clusters Score -1102870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1102884.625000 Penalty: 3006.794189
	Iteration 51Q: 3 clusters Score -1102885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1102896.875000 Penalty: 3006.794189
	Iteration 52Q: 3 clusters Score -1102897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1102906.750000 Penalty: 3006.794189
	Iteration 53Q: 3 clusters Score -1102907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1102912.750000 Penalty: 3006.794189
	Iteration 54Q: 3 clusters Score -1102913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1102924.125000 Penalty: 3006.794189
	Iteration 55Q: 3 clusters Score -1102924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1102934.000000 Penalty: 3006.794189
	Iteration 56Q: 3 clusters Score -1102934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1102944.500000 Penalty: 3006.794189
	Iteration 57Q: 3 clusters Score -1102944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1102953.875000 Penalty: 3006.794189
	Iteration 58Q: 3 clusters Score -1102954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1102959.250000 Penalty: 3006.794189
	Iteration 59Q: 3 clusters Score -1102959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1102961.750000 Penalty: 3006.794189
	Iteration 60F: 3 clusters Score -1102962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1102964.875000 Penalty: 3006.794189
	Iteration 61Q: 3 clusters Score -1102965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1102967.875000 Penalty: 3006.794189
	Iteration 62Q: 3 clusters Score -1102968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1102976.000000 Penalty: 3006.794189
	Iteration 63Q: 3 clusters Score -1102976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1102982.000000 Penalty: 3006.794189
	Iteration 64Q: 3 clusters Score -1102982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1102985.375000 Penalty: 3006.794189
	Iteration 65Q: 3 clusters Score -1102985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1102991.375000 Penalty: 3006.794189
	Iteration 66Q: 3 clusters Score -1102991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1102993.000000 Penalty: 3006.794189
	Iteration 67Q: 3 clusters Score -1102993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1102994.375000 Penalty: 3006.794189
	Iteration 68Q: 3 clusters Score -1102994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1102996.000000 Penalty: 3006.794189
	Iteration 69Q: 3 clusters Score -1102996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1102998.750000 Penalty: 3006.794189
	Iteration 70Q: 3 clusters Score -1102999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1103001.875000 Penalty: 3006.794189
	Iteration 71Q: 3 clusters Score -1103002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1103003.125000 Penalty: 3006.794189
	Iteration 72Q: 3 clusters Score -1103003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1103002.625000 Penalty: 3006.794189
	Iteration 73Q: 3 clusters Score -1103003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1103001.875000 Penalty: 3006.794189
	Iteration 74Q: 3 clusters Score -1103002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1103001.875000 Penalty: 3006.794189
	Iteration 75F: 3 clusters Score -1103002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Entering Unmasked Estep 
Score: -6356373.500000 Penalty: 1791.785156
	Iteration 0F: 2 clusters Score -6356374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -6315392.000000 Penalty: 3583.570312
	Iteration 0F: 3 clusters Score -6315392 nChanged 29139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6333170.000000 Penalty: 3583.570312
	Iteration 1F: 3 clusters Score -6333170 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6335318.500000 Penalty: 3583.570312
	Iteration 2F: 3 clusters Score -6335318 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -6339025.500000 Penalty: 3583.570312
	Iteration 3F: 3 clusters Score -6339026 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -6344543.000000 Penalty: 3583.570312
	Iteration 4F: 3 clusters Score -6344543 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6350345.500000 Penalty: 3583.570312
	Iteration 5F: 3 clusters Score -6350346 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -6355101.500000 Penalty: 3583.570312
	Iteration 6F: 3 clusters Score -6355102 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -6358211.500000 Penalty: 3583.570312
	Iteration 7F: 3 clusters Score -6358212 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -6360567.000000 Penalty: 3583.570312
	Iteration 8Q: 3 clusters Score -6360567 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6361729.000000 Penalty: 3583.570312
	Iteration 9Q: 3 clusters Score -6361729 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -6362146.000000 Penalty: 3583.570312
	Iteration 10Q: 3 clusters Score -6362146 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -6362331.000000 Penalty: 3583.570312
	Iteration 11Q: 3 clusters Score -6362331 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6362471.500000 Penalty: 3583.570312
	Iteration 12Q: 3 clusters Score -6362472 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -6362577.000000 Penalty: 3583.570312
	Iteration 13Q: 3 clusters Score -6362577 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6362602.000000 Penalty: 3583.570312
	Iteration 14Q: 3 clusters Score -6362602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6362656.000000 Penalty: 3583.570312
	Iteration 15Q: 3 clusters Score -6362656 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6362666.500000 Penalty: 3583.570312
	Iteration 16Q: 3 clusters Score -6362666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6362673.000000 Penalty: 3583.570312
	Iteration 17Q: 3 clusters Score -6362673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6362692.500000 Penalty: 3583.570312
	Iteration 18Q: 3 clusters Score -6362692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -6362671.500000 Penalty: 3583.570312
	Iteration 19Q: 3 clusters Score -6362672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6362666.000000 Penalty: 3583.570312
	Iteration 20F: 3 clusters Score -6362666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -6362679.000000 Penalty: 3583.570312
	Iteration 21Q: 3 clusters Score -6362679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6362682.000000 Penalty: 3583.570312
	Iteration 22Q: 3 clusters Score -6362682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6362680.500000 Penalty: 3583.570312
	Iteration 23Q: 3 clusters Score -6362680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6362679.000000 Penalty: 3583.570312
	Iteration 24Q: 3 clusters Score -6362679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6362681.000000 Penalty: 3583.570312
	Iteration 25Q: 3 clusters Score -6362681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6362686.000000 Penalty: 3583.570312
	Iteration 26Q: 3 clusters Score -6362686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6362679.500000 Penalty: 3583.570312
	Iteration 27Q: 3 clusters Score -6362680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6362687.000000 Penalty: 3583.570312
	Iteration 28Q: 3 clusters Score -6362687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6362694.000000 Penalty: 3583.570312
	Iteration 29Q: 3 clusters Score -6362694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6362692.500000 Penalty: 3583.570312
	Iteration 30Q: 3 clusters Score -6362692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6362691.000000 Penalty: 3583.570312
	Iteration 31Q: 3 clusters Score -6362691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6362687.500000 Penalty: 3583.570312
	Iteration 32Q: 3 clusters Score -6362688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6362687.500000 Penalty: 3583.570312
	Iteration 33F: 3 clusters Score -6362688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 6 contains 289845 members 
Mstep: Class 7 contains 10422 members 
Mstep: Class 11 contains 57900 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 180383 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 153594 members 
Entering Unmasked Estep 
Score: -84436784.000000 Penalty: 35369.003906
Splitting cluster 11 changes total score from -84421992.000000 to -84436784.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (27489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Entering Unmasked Estep 
Score: -2831411.750000 Penalty: 1661.000488
	Iteration 0F: 2 clusters Score -2831412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2813093.500000 Penalty: 3322.000977
	Iteration 0F: 3 clusters Score -2813094 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2820939.750000 Penalty: 3322.000977
	Iteration 1F: 3 clusters Score -2820940 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2822556.500000 Penalty: 3322.000977
	Iteration 2F: 3 clusters Score -2822556 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2824350.500000 Penalty: 3322.000977
	Iteration 3F: 3 clusters Score -2824350 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2826013.000000 Penalty: 3322.000977
	Iteration 4F: 3 clusters Score -2826013 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2827319.750000 Penalty: 3322.000977
	Iteration 5F: 3 clusters Score -2827320 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2828342.500000 Penalty: 3322.000977
	Iteration 6F: 3 clusters Score -2828342 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2829145.000000 Penalty: 3322.000977
	Iteration 7Q: 3 clusters Score -2829145 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2829841.750000 Penalty: 3322.000977
	Iteration 8Q: 3 clusters Score -2829842 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2830493.250000 Penalty: 3322.000977
	Iteration 9Q: 3 clusters Score -2830493 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2831065.250000 Penalty: 3322.000977
	Iteration 10Q: 3 clusters Score -2831065 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2831540.250000 Penalty: 3322.000977
	Iteration 11Q: 3 clusters Score -2831540 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2831901.750000 Penalty: 3322.000977
	Iteration 12Q: 3 clusters Score -2831902 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2832136.000000 Penalty: 3322.000977
	Iteration 13Q: 3 clusters Score -2832136 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2832256.500000 Penalty: 3322.000977
	Iteration 14Q: 3 clusters Score -2832256 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2832330.250000 Penalty: 3322.000977
	Iteration 15Q: 3 clusters Score -2832330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2832391.750000 Penalty: 3322.000977
	Iteration 16Q: 3 clusters Score -2832392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2832430.750000 Penalty: 3322.000977
	Iteration 17Q: 3 clusters Score -2832431 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2832456.000000 Penalty: 3322.000977
	Iteration 18Q: 3 clusters Score -2832456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2832466.750000 Penalty: 3322.000977
	Iteration 19Q: 3 clusters Score -2832467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2832473.250000 Penalty: 3322.000977
	Iteration 20F: 3 clusters Score -2832473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2832476.750000 Penalty: 3322.000977
	Iteration 21Q: 3 clusters Score -2832477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2832479.500000 Penalty: 3322.000977
	Iteration 22Q: 3 clusters Score -2832480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2832483.000000 Penalty: 3322.000977
	Iteration 23Q: 3 clusters Score -2832483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2832482.250000 Penalty: 3322.000977
	Iteration 24Q: 3 clusters Score -2832482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2832478.250000 Penalty: 3322.000977
	Iteration 25Q: 3 clusters Score -2832478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -2832481.000000 Penalty: 3322.000977
	Iteration 26Q: 3 clusters Score -2832481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2832481.250000 Penalty: 3322.000977
	Iteration 27Q: 3 clusters Score -2832481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2832481.000000 Penalty: 3322.000977
	Iteration 28Q: 3 clusters Score -2832481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2832484.500000 Penalty: 3322.000977
	Iteration 29Q: 3 clusters Score -2832484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -2832489.500000 Penalty: 3322.000977
	Iteration 30Q: 3 clusters Score -2832490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2832490.750000 Penalty: 3322.000977
	Iteration 31Q: 3 clusters Score -2832491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2832496.750000 Penalty: 3322.000977
	Iteration 32Q: 3 clusters Score -2832497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2832496.250000 Penalty: 3322.000977
	Iteration 33Q: 3 clusters Score -2832496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2832497.250000 Penalty: 3322.000977
	Iteration 34Q: 3 clusters Score -2832497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2832495.500000 Penalty: 3322.000977
	Iteration 35Q: 3 clusters Score -2832496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2832498.750000 Penalty: 3322.000977
	Iteration 36Q: 3 clusters Score -2832499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2832495.250000 Penalty: 3322.000977
	Iteration 37Q: 3 clusters Score -2832495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2832499.250000 Penalty: 3322.000977
	Iteration 38Q: 3 clusters Score -2832499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2832498.500000 Penalty: 3322.000977
	Iteration 39Q: 3 clusters Score -2832498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2832498.500000 Penalty: 3322.000977
	Iteration 40F: 3 clusters Score -2832498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 289845 members 
Mstep: Class 7 contains 10422 members 
Mstep: Class 11 contains 57900 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 180383 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 153594 members 
Entering Unmasked Estep 
Score: -84437184.000000 Penalty: 37579.566406
Splitting cluster 12 changes total score from -84421992.000000 to -84437184.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (21478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Entering Unmasked Estep 
Score: -2249407.000000 Penalty: 1620.902588
	Iteration 0F: 2 clusters Score -2249407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2234894.750000 Penalty: 3241.805176
	Iteration 0F: 3 clusters Score -2234895 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2240077.750000 Penalty: 3241.805176
	Iteration 1F: 3 clusters Score -2240078 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2240350.250000 Penalty: 3241.805176
	Iteration 2Q: 3 clusters Score -2240350 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2240585.750000 Penalty: 3241.805176
	Iteration 3Q: 3 clusters Score -2240586 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2240822.500000 Penalty: 3241.805176
	Iteration 4Q: 3 clusters Score -2240822 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2241031.000000 Penalty: 3241.805176
	Iteration 5Q: 3 clusters Score -2241031 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2241252.750000 Penalty: 3241.805176
	Iteration 6Q: 3 clusters Score -2241253 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2241556.750000 Penalty: 3241.805176
	Iteration 7Q: 3 clusters Score -2241557 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2241961.500000 Penalty: 3241.805176
	Iteration 8Q: 3 clusters Score -2241962 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2242477.000000 Penalty: 3241.805176
	Iteration 9Q: 3 clusters Score -2242477 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2243124.500000 Penalty: 3241.805176
	Iteration 10F: 3 clusters Score -2243124 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2243936.750000 Penalty: 3241.805176
	Iteration 11F: 3 clusters Score -2243937 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2244743.000000 Penalty: 3241.805176
	Iteration 12F: 3 clusters Score -2244743 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2245428.250000 Penalty: 3241.805176
	Iteration 13Q: 3 clusters Score -2245428 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2245869.500000 Penalty: 3241.805176
	Iteration 14Q: 3 clusters Score -2245870 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2246146.250000 Penalty: 3241.805176
	Iteration 15Q: 3 clusters Score -2246146 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2246369.250000 Penalty: 3241.805176
	Iteration 16Q: 3 clusters Score -2246369 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2246578.500000 Penalty: 3241.805176
	Iteration 17Q: 3 clusters Score -2246578 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2246782.000000 Penalty: 3241.805176
	Iteration 18Q: 3 clusters Score -2246782 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2246983.500000 Penalty: 3241.805176
	Iteration 19Q: 3 clusters Score -2246984 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2247159.250000 Penalty: 3241.805176
	Iteration 20F: 3 clusters Score -2247159 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2247339.000000 Penalty: 3241.805176
	Iteration 21Q: 3 clusters Score -2247339 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2247492.250000 Penalty: 3241.805176
	Iteration 22Q: 3 clusters Score -2247492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2247616.500000 Penalty: 3241.805176
	Iteration 23Q: 3 clusters Score -2247616 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2247738.750000 Penalty: 3241.805176
	Iteration 24Q: 3 clusters Score -2247739 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2247823.250000 Penalty: 3241.805176
	Iteration 25Q: 3 clusters Score -2247823 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2247882.750000 Penalty: 3241.805176
	Iteration 26Q: 3 clusters Score -2247883 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2247928.750000 Penalty: 3241.805176
	Iteration 27Q: 3 clusters Score -2247929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2247966.000000 Penalty: 3241.805176
	Iteration 28Q: 3 clusters Score -2247966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2247993.750000 Penalty: 3241.805176
	Iteration 29Q: 3 clusters Score -2247994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2248004.250000 Penalty: 3241.805176
	Iteration 30Q: 3 clusters Score -2248004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2248029.750000 Penalty: 3241.805176
	Iteration 31Q: 3 clusters Score -2248030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2248037.500000 Penalty: 3241.805176
	Iteration 32Q: 3 clusters Score -2248038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2248045.500000 Penalty: 3241.805176
	Iteration 33Q: 3 clusters Score -2248046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2248050.750000 Penalty: 3241.805176
	Iteration 34Q: 3 clusters Score -2248051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2248058.500000 Penalty: 3241.805176
	Iteration 35Q: 3 clusters Score -2248058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2248056.500000 Penalty: 3241.805176
	Iteration 36Q: 3 clusters Score -2248056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2248062.750000 Penalty: 3241.805176
	Iteration 37Q: 3 clusters Score -2248063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2248060.500000 Penalty: 3241.805176
	Iteration 38Q: 3 clusters Score -2248060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2248062.000000 Penalty: 3241.805176
	Iteration 39Q: 3 clusters Score -2248062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2248060.750000 Penalty: 3241.805176
	Iteration 40F: 3 clusters Score -2248061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2248058.250000 Penalty: 3241.805176
	Iteration 41Q: 3 clusters Score -2248058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2248063.750000 Penalty: 3241.805176
	Iteration 42Q: 3 clusters Score -2248064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2248063.500000 Penalty: 3241.805176
	Iteration 43Q: 3 clusters Score -2248064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2248066.000000 Penalty: 3241.805176
	Iteration 44Q: 3 clusters Score -2248066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2248062.750000 Penalty: 3241.805176
	Iteration 45Q: 3 clusters Score -2248063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2248066.500000 Penalty: 3241.805176
	Iteration 46Q: 3 clusters Score -2248066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2248068.250000 Penalty: 3241.805176
	Iteration 47Q: 3 clusters Score -2248068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2248069.750000 Penalty: 3241.805176
	Iteration 48Q: 3 clusters Score -2248070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2248070.250000 Penalty: 3241.805176
	Iteration 49Q: 3 clusters Score -2248070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2248070.750000 Penalty: 3241.805176
	Iteration 50Q: 3 clusters Score -2248071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2248070.750000 Penalty: 3241.805176
	Iteration 51F: 3 clusters Score -2248071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Entering Unmasked Estep 
Score: -3254572.500000 Penalty: 1674.966309
	Iteration 0F: 2 clusters Score -3254572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3234281.750000 Penalty: 3349.932617
	Iteration 0F: 3 clusters Score -3234282 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3242355.250000 Penalty: 3349.932617
	Iteration 1F: 3 clusters Score -3242355 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3243081.250000 Penalty: 3349.932617
	Iteration 2F: 3 clusters Score -3243081 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3243828.000000 Penalty: 3349.932617
	Iteration 3F: 3 clusters Score -3243828 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3244681.000000 Penalty: 3349.932617
	Iteration 4F: 3 clusters Score -3244681 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3245698.500000 Penalty: 3349.932617
	Iteration 5F: 3 clusters Score -3245698 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3246923.500000 Penalty: 3349.932617
	Iteration 6F: 3 clusters Score -3246924 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3248279.250000 Penalty: 3349.932617
	Iteration 7F: 3 clusters Score -3248279 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3249253.500000 Penalty: 3349.932617
	Iteration 8F: 3 clusters Score -3249254 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3249633.250000 Penalty: 3349.932617
	Iteration 9Q: 3 clusters Score -3249633 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3249783.250000 Penalty: 3349.932617
	Iteration 10Q: 3 clusters Score -3249783 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3249892.750000 Penalty: 3349.932617
	Iteration 11Q: 3 clusters Score -3249893 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3249996.750000 Penalty: 3349.932617
	Iteration 12Q: 3 clusters Score -3249997 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3250094.000000 Penalty: 3349.932617
	Iteration 13Q: 3 clusters Score -3250094 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3250203.500000 Penalty: 3349.932617
	Iteration 14Q: 3 clusters Score -3250204 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3250289.750000 Penalty: 3349.932617
	Iteration 15Q: 3 clusters Score -3250290 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3250423.250000 Penalty: 3349.932617
	Iteration 16Q: 3 clusters Score -3250423 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3250543.750000 Penalty: 3349.932617
	Iteration 17Q: 3 clusters Score -3250544 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3250665.000000 Penalty: 3349.932617
	Iteration 18Q: 3 clusters Score -3250665 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3250779.000000 Penalty: 3349.932617
	Iteration 19Q: 3 clusters Score -3250779 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3250898.000000 Penalty: 3349.932617
	Iteration 20F: 3 clusters Score -3250898 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3251035.250000 Penalty: 3349.932617
	Iteration 21Q: 3 clusters Score -3251035 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3251150.750000 Penalty: 3349.932617
	Iteration 22Q: 3 clusters Score -3251151 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3251262.750000 Penalty: 3349.932617
	Iteration 23Q: 3 clusters Score -3251263 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3251342.250000 Penalty: 3349.932617
	Iteration 24Q: 3 clusters Score -3251342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3251412.000000 Penalty: 3349.932617
	Iteration 25Q: 3 clusters Score -3251412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3251472.250000 Penalty: 3349.932617
	Iteration 26Q: 3 clusters Score -3251472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3251526.000000 Penalty: 3349.932617
	Iteration 27Q: 3 clusters Score -3251526 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3251573.000000 Penalty: 3349.932617
	Iteration 28Q: 3 clusters Score -3251573 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3251632.500000 Penalty: 3349.932617
	Iteration 29Q: 3 clusters Score -3251632 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3251673.250000 Penalty: 3349.932617
	Iteration 30Q: 3 clusters Score -3251673 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3251697.250000 Penalty: 3349.932617
	Iteration 31Q: 3 clusters Score -3251697 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3251740.250000 Penalty: 3349.932617
	Iteration 32Q: 3 clusters Score -3251740 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3251764.750000 Penalty: 3349.932617
	Iteration 33Q: 3 clusters Score -3251765 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3251793.250000 Penalty: 3349.932617
	Iteration 34Q: 3 clusters Score -3251793 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3251840.750000 Penalty: 3349.932617
	Iteration 35Q: 3 clusters Score -3251841 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3251890.000000 Penalty: 3349.932617
	Iteration 36Q: 3 clusters Score -3251890 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3251908.250000 Penalty: 3349.932617
	Iteration 37Q: 3 clusters Score -3251908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3251953.500000 Penalty: 3349.932617
	Iteration 38Q: 3 clusters Score -3251954 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3251970.750000 Penalty: 3349.932617
	Iteration 39Q: 3 clusters Score -3251971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3251996.250000 Penalty: 3349.932617
	Iteration 40F: 3 clusters Score -3251996 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3252018.000000 Penalty: 3349.932617
	Iteration 41Q: 3 clusters Score -3252018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3252025.250000 Penalty: 3349.932617
	Iteration 42Q: 3 clusters Score -3252025 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3252050.500000 Penalty: 3349.932617
	Iteration 43Q: 3 clusters Score -3252050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3252069.250000 Penalty: 3349.932617
	Iteration 44Q: 3 clusters Score -3252069 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3252099.500000 Penalty: 3349.932617
	Iteration 45Q: 3 clusters Score -3252100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3252115.250000 Penalty: 3349.932617
	Iteration 46Q: 3 clusters Score -3252115 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3252150.750000 Penalty: 3349.932617
	Iteration 47Q: 3 clusters Score -3252151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3252156.500000 Penalty: 3349.932617
	Iteration 48Q: 3 clusters Score -3252156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3252179.750000 Penalty: 3349.932617
	Iteration 49Q: 3 clusters Score -3252180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3252188.000000 Penalty: 3349.932617
	Iteration 50Q: 3 clusters Score -3252188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3252190.000000 Penalty: 3349.932617
	Iteration 51Q: 3 clusters Score -3252190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3252209.750000 Penalty: 3349.932617
	Iteration 52Q: 3 clusters Score -3252210 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3252226.000000 Penalty: 3349.932617
	Iteration 53Q: 3 clusters Score -3252226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3252234.000000 Penalty: 3349.932617
	Iteration 54Q: 3 clusters Score -3252234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3252250.500000 Penalty: 3349.932617
	Iteration 55Q: 3 clusters Score -3252250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3252269.250000 Penalty: 3349.932617
	Iteration 56Q: 3 clusters Score -3252269 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3252288.250000 Penalty: 3349.932617
	Iteration 57Q: 3 clusters Score -3252288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3252312.250000 Penalty: 3349.932617
	Iteration 58Q: 3 clusters Score -3252312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3252333.500000 Penalty: 3349.932617
	Iteration 59Q: 3 clusters Score -3252334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3252335.000000 Penalty: 3349.932617
	Iteration 60F: 3 clusters Score -3252335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3252366.500000 Penalty: 3349.932617
	Iteration 61Q: 3 clusters Score -3252366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3252375.500000 Penalty: 3349.932617
	Iteration 62Q: 3 clusters Score -3252376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3252396.750000 Penalty: 3349.932617
	Iteration 63Q: 3 clusters Score -3252397 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3252438.500000 Penalty: 3349.932617
	Iteration 64Q: 3 clusters Score -3252438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3252460.500000 Penalty: 3349.932617
	Iteration 65Q: 3 clusters Score -3252460 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3252488.750000 Penalty: 3349.932617
	Iteration 66Q: 3 clusters Score -3252489 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3252525.250000 Penalty: 3349.932617
	Iteration 67Q: 3 clusters Score -3252525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3252560.750000 Penalty: 3349.932617
	Iteration 68Q: 3 clusters Score -3252561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3252602.500000 Penalty: 3349.932617
	Iteration 69Q: 3 clusters Score -3252602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3252623.750000 Penalty: 3349.932617
	Iteration 70Q: 3 clusters Score -3252624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3252670.250000 Penalty: 3349.932617
	Iteration 71Q: 3 clusters Score -3252670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3252678.250000 Penalty: 3349.932617
	Iteration 72Q: 3 clusters Score -3252678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3252694.000000 Penalty: 3349.932617
	Iteration 73Q: 3 clusters Score -3252694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3252715.500000 Penalty: 3349.932617
	Iteration 74Q: 3 clusters Score -3252716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3252748.250000 Penalty: 3349.932617
	Iteration 75Q: 3 clusters Score -3252748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3252752.500000 Penalty: 3349.932617
	Iteration 76Q: 3 clusters Score -3252752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3252770.000000 Penalty: 3349.932617
	Iteration 77Q: 3 clusters Score -3252770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3252793.250000 Penalty: 3349.932617
	Iteration 78Q: 3 clusters Score -3252793 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3252804.500000 Penalty: 3349.932617
	Iteration 79Q: 3 clusters Score -3252804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3252815.000000 Penalty: 3349.932617
	Iteration 80F: 3 clusters Score -3252815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3252831.500000 Penalty: 3349.932617
	Iteration 81Q: 3 clusters Score -3252832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3252850.500000 Penalty: 3349.932617
	Iteration 82Q: 3 clusters Score -3252850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3252859.750000 Penalty: 3349.932617
	Iteration 83Q: 3 clusters Score -3252860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3252870.750000 Penalty: 3349.932617
	Iteration 84Q: 3 clusters Score -3252871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3252878.000000 Penalty: 3349.932617
	Iteration 85Q: 3 clusters Score -3252878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3252895.750000 Penalty: 3349.932617
	Iteration 86Q: 3 clusters Score -3252896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3252899.000000 Penalty: 3349.932617
	Iteration 87Q: 3 clusters Score -3252899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3252908.250000 Penalty: 3349.932617
	Iteration 88Q: 3 clusters Score -3252908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3252924.250000 Penalty: 3349.932617
	Iteration 89Q: 3 clusters Score -3252924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3252926.500000 Penalty: 3349.932617
	Iteration 90Q: 3 clusters Score -3252926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3252937.750000 Penalty: 3349.932617
	Iteration 91Q: 3 clusters Score -3252938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3252940.000000 Penalty: 3349.932617
	Iteration 92Q: 3 clusters Score -3252940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3252951.500000 Penalty: 3349.932617
	Iteration 93Q: 3 clusters Score -3252952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3252961.000000 Penalty: 3349.932617
	Iteration 94Q: 3 clusters Score -3252961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3252964.000000 Penalty: 3349.932617
	Iteration 95Q: 3 clusters Score -3252964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3252968.750000 Penalty: 3349.932617
	Iteration 96Q: 3 clusters Score -3252969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3252973.000000 Penalty: 3349.932617
	Iteration 97Q: 3 clusters Score -3252973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3252984.500000 Penalty: 3349.932617
	Iteration 98Q: 3 clusters Score -3252984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3252986.250000 Penalty: 3349.932617
	Iteration 99Q: 3 clusters Score -3252986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3252988.500000 Penalty: 3349.932617
	Iteration 100F: 3 clusters Score -3252988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3252994.500000 Penalty: 3349.932617
	Iteration 101Q: 3 clusters Score -3252994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3253003.750000 Penalty: 3349.932617
	Iteration 102Q: 3 clusters Score -3253004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3253008.000000 Penalty: 3349.932617
	Iteration 103Q: 3 clusters Score -3253008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3253019.750000 Penalty: 3349.932617
	Iteration 104Q: 3 clusters Score -3253020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3253029.250000 Penalty: 3349.932617
	Iteration 105Q: 3 clusters Score -3253029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3253027.750000 Penalty: 3349.932617
	Iteration 106Q: 3 clusters Score -3253028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3253030.500000 Penalty: 3349.932617
	Iteration 107Q: 3 clusters Score -3253030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3253033.750000 Penalty: 3349.932617
	Iteration 108Q: 3 clusters Score -3253034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3253040.250000 Penalty: 3349.932617
	Iteration 109Q: 3 clusters Score -3253040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3253050.250000 Penalty: 3349.932617
	Iteration 110Q: 3 clusters Score -3253050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3253054.500000 Penalty: 3349.932617
	Iteration 111Q: 3 clusters Score -3253054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3253067.500000 Penalty: 3349.932617
	Iteration 112Q: 3 clusters Score -3253068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3253072.000000 Penalty: 3349.932617
	Iteration 113Q: 3 clusters Score -3253072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3253076.250000 Penalty: 3349.932617
	Iteration 114Q: 3 clusters Score -3253076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3253082.750000 Penalty: 3349.932617
	Iteration 115Q: 3 clusters Score -3253083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3253090.500000 Penalty: 3349.932617
	Iteration 116Q: 3 clusters Score -3253090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3253097.000000 Penalty: 3349.932617
	Iteration 117Q: 3 clusters Score -3253097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3253099.500000 Penalty: 3349.932617
	Iteration 118Q: 3 clusters Score -3253100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3253096.250000 Penalty: 3349.932617
	Iteration 119Q: 3 clusters Score -3253096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3253105.250000 Penalty: 3349.932617
	Iteration 120F: 3 clusters Score -3253105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3253105.250000 Penalty: 3349.932617
	Iteration 121Q: 3 clusters Score -3253105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3253109.500000 Penalty: 3349.932617
	Iteration 122Q: 3 clusters Score -3253110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3253116.500000 Penalty: 3349.932617
	Iteration 123Q: 3 clusters Score -3253116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3253119.000000 Penalty: 3349.932617
	Iteration 124Q: 3 clusters Score -3253119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3253120.250000 Penalty: 3349.932617
	Iteration 125Q: 3 clusters Score -3253120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3253117.750000 Penalty: 3349.932617
	Iteration 126Q: 3 clusters Score -3253118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3253119.000000 Penalty: 3349.932617
	Iteration 127Q: 3 clusters Score -3253119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3253124.250000 Penalty: 3349.932617
	Iteration 128Q: 3 clusters Score -3253124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3253125.500000 Penalty: 3349.932617
	Iteration 129Q: 3 clusters Score -3253126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3253126.750000 Penalty: 3349.932617
	Iteration 130Q: 3 clusters Score -3253127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3253126.250000 Penalty: 3349.932617
	Iteration 131Q: 3 clusters Score -3253126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3253127.250000 Penalty: 3349.932617
	Iteration 132Q: 3 clusters Score -3253127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3253132.000000 Penalty: 3349.932617
	Iteration 133Q: 3 clusters Score -3253132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3253138.000000 Penalty: 3349.932617
	Iteration 134Q: 3 clusters Score -3253138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3253139.000000 Penalty: 3349.932617
	Iteration 135Q: 3 clusters Score -3253139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3253136.500000 Penalty: 3349.932617
	Iteration 136Q: 3 clusters Score -3253136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3253136.250000 Penalty: 3349.932617
	Iteration 137Q: 3 clusters Score -3253136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3253142.500000 Penalty: 3349.932617
	Iteration 138Q: 3 clusters Score -3253142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3253145.500000 Penalty: 3349.932617
	Iteration 139Q: 3 clusters Score -3253146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3253147.750000 Penalty: 3349.932617
	Iteration 140F: 3 clusters Score -3253148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3253153.250000 Penalty: 3349.932617
	Iteration 141Q: 3 clusters Score -3253153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3253157.000000 Penalty: 3349.932617
	Iteration 142Q: 3 clusters Score -3253157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3253160.250000 Penalty: 3349.932617
	Iteration 143Q: 3 clusters Score -3253160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3253165.750000 Penalty: 3349.932617
	Iteration 144Q: 3 clusters Score -3253166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3253167.750000 Penalty: 3349.932617
	Iteration 145Q: 3 clusters Score -3253168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3253171.250000 Penalty: 3349.932617
	Iteration 146Q: 3 clusters Score -3253171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3253171.750000 Penalty: 3349.932617
	Iteration 147Q: 3 clusters Score -3253172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3253176.750000 Penalty: 3349.932617
	Iteration 148Q: 3 clusters Score -3253177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3253181.500000 Penalty: 3349.932617
	Iteration 149Q: 3 clusters Score -3253182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3253178.000000 Penalty: 3349.932617
	Iteration 150Q: 3 clusters Score -3253178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3253180.000000 Penalty: 3349.932617
	Iteration 151Q: 3 clusters Score -3253180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3253187.000000 Penalty: 3349.932617
	Iteration 152Q: 3 clusters Score -3253187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3253188.750000 Penalty: 3349.932617
	Iteration 153Q: 3 clusters Score -3253189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3253190.750000 Penalty: 3349.932617
	Iteration 154Q: 3 clusters Score -3253191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3253187.000000 Penalty: 3349.932617
	Iteration 155Q: 3 clusters Score -3253187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3253188.750000 Penalty: 3349.932617
	Iteration 156Q: 3 clusters Score -3253189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3253186.250000 Penalty: 3349.932617
	Iteration 157Q: 3 clusters Score -3253186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3253181.500000 Penalty: 3349.932617
	Iteration 158Q: 3 clusters Score -3253182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3253181.500000 Penalty: 3349.932617
	Iteration 159F: 3 clusters Score -3253182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -23871.322266 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -23871.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23246.400391 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -23246.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23917.812500 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -23917.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24152.203125 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -24152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24248.212891 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -24248.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24287.251953 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -24287.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24472.417969 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -24472.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24556.154297 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -24556.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24557.623047 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -24557.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24564.255859 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -24564.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24611.173828 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -24611.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24681.041016 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -24681.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24891.191406 Penalty: 1871.643066
	Iteration 11Q: 3 clusters Score -24891.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24925.224609 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -24925.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24925.224609 Penalty: 1871.643066
	Iteration 13F: 3 clusters Score -24925.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 289845 members 
Mstep: Class 7 contains 10422 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 11 contains 57900 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 180383 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 153594 members 
Entering Unmasked Estep 
Score: -84436992.000000 Penalty: 39790.128906
Splitting cluster 15 changes total score from -84421992.000000 to -84436992.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -486685.687500 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -486685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -482717.843750 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -482717.8 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -483894.718750 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -483894.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -484130.906250 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -484130.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -484330.156250 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -484330.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -484510.062500 Penalty: 2766.393555
	Iteration 4F: 3 clusters Score -484510.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -484687.718750 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -484687.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -484857.218750 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -484857.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -485007.937500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -485007.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -485146.250000 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -485146.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -485257.468750 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -485257.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -485366.968750 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -485367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -485443.187500 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -485443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -485495.468750 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -485495.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -485540.468750 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -485540.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -485561.750000 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -485561.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -485574.812500 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -485574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -485583.750000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -485583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -485592.125000 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -485592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -485598.343750 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -485598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -485602.625000 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -485602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -485605.343750 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -485605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -485609.437500 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -485609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -485612.000000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -485612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -485616.906250 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -485616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -485623.437500 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -485623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -485625.968750 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -485626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -485627.281250 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -485627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -485629.281250 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -485629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -485631.906250 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -485631.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -485634.437500 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -485634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -485638.406250 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -485638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -485639.031250 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -485639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -485639.187500 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -485639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -485639.187500 Penalty: 2766.393555
	Iteration 33F: 3 clusters Score -485639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -192938.828125 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -192938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190916.781250 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -190916.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -191349.609375 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -191349.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -191443.640625 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -191443.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -191490.796875 Penalty: 2446.707764
	Iteration 3Q: 3 clusters Score -191490.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191526.843750 Penalty: 2446.707764
	Iteration 4Q: 3 clusters Score -191526.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -191550.718750 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -191550.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -191568.671875 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -191568.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -191588.312500 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -191588.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -191605.109375 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -191605.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191624.609375 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -191624.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -191657.437500 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -191657.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191683.640625 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -191683.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191708.343750 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -191708.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191728.703125 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -191728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -191739.484375 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -191739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191747.281250 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -191747.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -191757.734375 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -191757.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191767.375000 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -191767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -191775.625000 Penalty: 2446.707764
	Iteration 18Q: 3 clusters Score -191775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -191784.796875 Penalty: 2446.707764
	Iteration 19Q: 3 clusters Score -191784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -191801.406250 Penalty: 2446.707764
	Iteration 20F: 3 clusters Score -191801.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191821.000000 Penalty: 2446.707764
	Iteration 21Q: 3 clusters Score -191821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191841.562500 Penalty: 2446.707764
	Iteration 22Q: 3 clusters Score -191841.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191855.796875 Penalty: 2446.707764
	Iteration 23Q: 3 clusters Score -191855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191866.453125 Penalty: 2446.707764
	Iteration 24Q: 3 clusters Score -191866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191873.359375 Penalty: 2446.707764
	Iteration 25Q: 3 clusters Score -191873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191882.421875 Penalty: 2446.707764
	Iteration 26Q: 3 clusters Score -191882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -191887.078125 Penalty: 2446.707764
	Iteration 27Q: 3 clusters Score -191887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -191894.468750 Penalty: 2446.707764
	Iteration 28Q: 3 clusters Score -191894.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -191900.375000 Penalty: 2446.707764
	Iteration 29Q: 3 clusters Score -191900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -191906.921875 Penalty: 2446.707764
	Iteration 30Q: 3 clusters Score -191906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -191908.796875 Penalty: 2446.707764
	Iteration 31Q: 3 clusters Score -191908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -191912.578125 Penalty: 2446.707764
	Iteration 32Q: 3 clusters Score -191912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -191917.484375 Penalty: 2446.707764
	Iteration 33Q: 3 clusters Score -191917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -191922.171875 Penalty: 2446.707764
	Iteration 34Q: 3 clusters Score -191922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -191924.843750 Penalty: 2446.707764
	Iteration 35Q: 3 clusters Score -191924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -191927.718750 Penalty: 2446.707764
	Iteration 36Q: 3 clusters Score -191927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -191937.046875 Penalty: 2446.707764
	Iteration 37Q: 3 clusters Score -191937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -191949.984375 Penalty: 2446.707764
	Iteration 38Q: 3 clusters Score -191950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -191969.125000 Penalty: 2446.707764
	Iteration 39Q: 3 clusters Score -191969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -191983.593750 Penalty: 2446.707764
	Iteration 40F: 3 clusters Score -191983.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -191995.015625 Penalty: 2446.707764
	Iteration 41Q: 3 clusters Score -191995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -192010.140625 Penalty: 2446.707764
	Iteration 42Q: 3 clusters Score -192010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -192031.531250 Penalty: 2446.707764
	Iteration 43Q: 3 clusters Score -192031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -192055.281250 Penalty: 2446.707764
	Iteration 44Q: 3 clusters Score -192055.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -192074.765625 Penalty: 2446.707764
	Iteration 45Q: 3 clusters Score -192074.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -192090.734375 Penalty: 2446.707764
	Iteration 46Q: 3 clusters Score -192090.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -192103.859375 Penalty: 2446.707764
	Iteration 47Q: 3 clusters Score -192103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -192113.531250 Penalty: 2446.707764
	Iteration 48Q: 3 clusters Score -192113.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192120.984375 Penalty: 2446.707764
	Iteration 49Q: 3 clusters Score -192121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192126.328125 Penalty: 2446.707764
	Iteration 50Q: 3 clusters Score -192126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -192140.156250 Penalty: 2446.707764
	Iteration 51Q: 3 clusters Score -192140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -192157.546875 Penalty: 2446.707764
	Iteration 52Q: 3 clusters Score -192157.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -192184.796875 Penalty: 2446.707764
	Iteration 53Q: 3 clusters Score -192184.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -192212.578125 Penalty: 2446.707764
	Iteration 54Q: 3 clusters Score -192212.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -192273.000000 Penalty: 2446.707764
	Iteration 55Q: 3 clusters Score -192273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -192366.218750 Penalty: 2446.707764
	Iteration 56Q: 3 clusters Score -192366.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -192516.859375 Penalty: 2446.707764
	Iteration 57Q: 3 clusters Score -192516.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192637.125000 Penalty: 2446.707764
	Iteration 58Q: 3 clusters Score -192637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192671.593750 Penalty: 2446.707764
	Iteration 59Q: 3 clusters Score -192671.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192698.546875 Penalty: 2446.707764
	Iteration 60F: 3 clusters Score -192698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192714.765625 Penalty: 2446.707764
	Iteration 61Q: 3 clusters Score -192714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192716.890625 Penalty: 2446.707764
	Iteration 62Q: 3 clusters Score -192716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192716.890625 Penalty: 2446.707764
	Iteration 63F: 3 clusters Score -192716.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180383 members 
Entering Unmasked Estep 
Score: -19232656.000000 Penalty: 1966.711060
	Iteration 0F: 2 clusters Score -1.923266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -19118570.000000 Penalty: 3933.422119
	Iteration 0F: 3 clusters Score -1.911857e+07 nChanged 87404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -19170770.000000 Penalty: 3933.422119
	Iteration 1F: 3 clusters Score -1.917077e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -19173262.000000 Penalty: 3933.422119
	Iteration 2Q: 3 clusters Score -1.917326e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -19177868.000000 Penalty: 3933.422119
	Iteration 3F: 3 clusters Score -1.917787e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -19186152.000000 Penalty: 3933.422119
	Iteration 4F: 3 clusters Score -1.918615e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -19197888.000000 Penalty: 3933.422119
	Iteration 5F: 3 clusters Score -1.919789e+07 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -19211532.000000 Penalty: 3933.422119
	Iteration 6F: 3 clusters Score -1.921153e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -19221754.000000 Penalty: 3933.422119
	Iteration 7F: 3 clusters Score -1.922175e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -19227032.000000 Penalty: 3933.422119
	Iteration 8Q: 3 clusters Score -1.922703e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -19230362.000000 Penalty: 3933.422119
	Iteration 9Q: 3 clusters Score -1.923036e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -19231258.000000 Penalty: 3933.422119
	Iteration 10Q: 3 clusters Score -1.923126e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 178100 members 
Entering Unmasked Estep 
Score: -19231550.000000 Penalty: 3933.422119
	Iteration 11Q: 3 clusters Score -1.923155e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 178608 members 
Entering Unmasked Estep 
Score: -19231598.000000 Penalty: 3933.422119
	Iteration 12Q: 3 clusters Score -1.92316e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -19231622.000000 Penalty: 3933.422119
	Iteration 13Q: 3 clusters Score -1.923162e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 179120 members 
Entering Unmasked Estep 
Score: -19231624.000000 Penalty: 3933.422119
	Iteration 14Q: 3 clusters Score -1.923162e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 179273 members 
Entering Unmasked Estep 
Score: -19231616.000000 Penalty: 3933.422119
	Iteration 15Q: 3 clusters Score -1.923162e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 179386 members 
Entering Unmasked Estep 
Score: -19231594.000000 Penalty: 3933.422119
	Iteration 16Q: 3 clusters Score -1.923159e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 179473 members 
Entering Unmasked Estep 
Score: -19231598.000000 Penalty: 3933.422119
	Iteration 17Q: 3 clusters Score -1.92316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -19231586.000000 Penalty: 3933.422119
	Iteration 18Q: 3 clusters Score -1.923159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 179607 members 
Entering Unmasked Estep 
Score: -19231604.000000 Penalty: 3933.422119
	Iteration 19Q: 3 clusters Score -1.92316e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 179646 members 
Entering Unmasked Estep 
Score: -19231626.000000 Penalty: 3933.422119
	Iteration 20F: 3 clusters Score -1.923163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 179681 members 
Entering Unmasked Estep 
Score: -19231618.000000 Penalty: 3933.422119
	Iteration 21Q: 3 clusters Score -1.923162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -19231622.000000 Penalty: 3933.422119
	Iteration 22Q: 3 clusters Score -1.923162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 179717 members 
Entering Unmasked Estep 
Score: -19231610.000000 Penalty: 3933.422119
	Iteration 23Q: 3 clusters Score -1.923161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 179734 members 
Entering Unmasked Estep 
Score: -19231594.000000 Penalty: 3933.422119
	Iteration 24Q: 3 clusters Score -1.923159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -19231590.000000 Penalty: 3933.422119
	Iteration 25Q: 3 clusters Score -1.923159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 179760 members 
Entering Unmasked Estep 
Score: -19231598.000000 Penalty: 3933.422119
	Iteration 26Q: 3 clusters Score -1.92316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 179764 members 
Entering Unmasked Estep 
Score: -19231590.000000 Penalty: 3933.422119
	Iteration 27Q: 3 clusters Score -1.923159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -19231590.000000 Penalty: 3933.422119
	Iteration 28Q: 3 clusters Score -1.923159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -19231584.000000 Penalty: 3933.422119
	Iteration 29Q: 3 clusters Score -1.923158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -19231582.000000 Penalty: 3933.422119
	Iteration 30Q: 3 clusters Score -1.923158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -19231588.000000 Penalty: 3933.422119
	Iteration 31Q: 3 clusters Score -1.923159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -19231588.000000 Penalty: 3933.422119
	Iteration 32F: 3 clusters Score -1.923159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -710661.875000 Penalty: 1428.022461
	Iteration 0F: 2 clusters Score -710661.9 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 3325 members 
Entering Unmasked Estep 
Score: -705689.125000 Penalty: 2856.044922
	Iteration 0F: 3 clusters Score -705689.1 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -707144.187500 Penalty: 2856.044922
	Iteration 1F: 3 clusters Score -707144.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -707318.437500 Penalty: 2856.044922
	Iteration 2F: 3 clusters Score -707318.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -707426.375000 Penalty: 2856.044922
	Iteration 3Q: 3 clusters Score -707426.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -707537.750000 Penalty: 2856.044922
	Iteration 4Q: 3 clusters Score -707537.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -707649.000000 Penalty: 2856.044922
	Iteration 5Q: 3 clusters Score -707649 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -707745.812500 Penalty: 2856.044922
	Iteration 6Q: 3 clusters Score -707745.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -707844.562500 Penalty: 2856.044922
	Iteration 7Q: 3 clusters Score -707844.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -707983.250000 Penalty: 2856.044922
	Iteration 8Q: 3 clusters Score -707983.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -708148.375000 Penalty: 2856.044922
	Iteration 9Q: 3 clusters Score -708148.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -708334.500000 Penalty: 2856.044922
	Iteration 10Q: 3 clusters Score -708334.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -708542.250000 Penalty: 2856.044922
	Iteration 11Q: 3 clusters Score -708542.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -708742.812500 Penalty: 2856.044922
	Iteration 12Q: 3 clusters Score -708742.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -708913.812500 Penalty: 2856.044922
	Iteration 13Q: 3 clusters Score -708913.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -709053.187500 Penalty: 2856.044922
	Iteration 14Q: 3 clusters Score -709053.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -709160.437500 Penalty: 2856.044922
	Iteration 15Q: 3 clusters Score -709160.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -709230.500000 Penalty: 2856.044922
	Iteration 16Q: 3 clusters Score -709230.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -709276.812500 Penalty: 2856.044922
	Iteration 17Q: 3 clusters Score -709276.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -709317.375000 Penalty: 2856.044922
	Iteration 18Q: 3 clusters Score -709317.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -709341.875000 Penalty: 2856.044922
	Iteration 19Q: 3 clusters Score -709341.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -709356.500000 Penalty: 2856.044922
	Iteration 20F: 3 clusters Score -709356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -709368.750000 Penalty: 2856.044922
	Iteration 21Q: 3 clusters Score -709368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -709380.000000 Penalty: 2856.044922
	Iteration 22Q: 3 clusters Score -709380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -709386.000000 Penalty: 2856.044922
	Iteration 23Q: 3 clusters Score -709386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -709399.750000 Penalty: 2856.044922
	Iteration 24Q: 3 clusters Score -709399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -709410.187500 Penalty: 2856.044922
	Iteration 25Q: 3 clusters Score -709410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -709414.875000 Penalty: 2856.044922
	Iteration 26Q: 3 clusters Score -709414.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -709422.625000 Penalty: 2856.044922
	Iteration 27Q: 3 clusters Score -709422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -709428.000000 Penalty: 2856.044922
	Iteration 28Q: 3 clusters Score -709428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -709430.125000 Penalty: 2856.044922
	Iteration 29Q: 3 clusters Score -709430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -709430.750000 Penalty: 2856.044922
	Iteration 30Q: 3 clusters Score -709430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -709430.750000 Penalty: 2856.044922
	Iteration 31F: 3 clusters Score -709430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Entering Unmasked Estep 
Score: -16472021.000000 Penalty: 1940.586060
	Iteration 0F: 2 clusters Score -1.647202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -16370879.000000 Penalty: 3881.172119
	Iteration 0F: 3 clusters Score -1.637088e+07 nChanged 74313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -16415900.000000 Penalty: 3881.172119
	Iteration 1F: 3 clusters Score -1.64159e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -16417534.000000 Penalty: 3881.172119
	Iteration 2Q: 3 clusters Score -1.641753e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -16420344.000000 Penalty: 3881.172119
	Iteration 3Q: 3 clusters Score -1.642034e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -16424886.000000 Penalty: 3881.172119
	Iteration 4F: 3 clusters Score -1.642489e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -16432129.000000 Penalty: 3881.172119
	Iteration 5F: 3 clusters Score -1.643213e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -16441636.000000 Penalty: 3881.172119
	Iteration 6F: 3 clusters Score -1.644164e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -16450537.000000 Penalty: 3881.172119
	Iteration 7F: 3 clusters Score -1.645054e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -16456307.000000 Penalty: 3881.172119
	Iteration 8F: 3 clusters Score -1.645631e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -16459068.000000 Penalty: 3881.172119
	Iteration 9Q: 3 clusters Score -1.645907e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -16460606.000000 Penalty: 3881.172119
	Iteration 10Q: 3 clusters Score -1.646061e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -16461609.000000 Penalty: 3881.172119
	Iteration 11Q: 3 clusters Score -1.646161e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -16462458.000000 Penalty: 3881.172119
	Iteration 12Q: 3 clusters Score -1.646246e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -16463207.000000 Penalty: 3881.172119
	Iteration 13Q: 3 clusters Score -1.646321e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -16463757.000000 Penalty: 3881.172119
	Iteration 14Q: 3 clusters Score -1.646376e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 123473 members 
Entering Unmasked Estep 
Score: -16464200.000000 Penalty: 3881.172119
	Iteration 15Q: 3 clusters Score -1.64642e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 124645 members 
Entering Unmasked Estep 
Score: -16464637.000000 Penalty: 3881.172119
	Iteration 16Q: 3 clusters Score -1.646464e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -16465008.000000 Penalty: 3881.172119
	Iteration 17Q: 3 clusters Score -1.646501e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -16465470.000000 Penalty: 3881.172119
	Iteration 18Q: 3 clusters Score -1.646547e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -16465759.000000 Penalty: 3881.172119
	Iteration 19Q: 3 clusters Score -1.646576e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 128843 members 
Entering Unmasked Estep 
Score: -16466038.000000 Penalty: 3881.172119
	Iteration 20F: 3 clusters Score -1.646604e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 129809 members 
Entering Unmasked Estep 
Score: -16466255.000000 Penalty: 3881.172119
	Iteration 21Q: 3 clusters Score -1.646626e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 130747 members 
Entering Unmasked Estep 
Score: -16466572.000000 Penalty: 3881.172119
	Iteration 22Q: 3 clusters Score -1.646657e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 131647 members 
Entering Unmasked Estep 
Score: -16466744.000000 Penalty: 3881.172119
	Iteration 23Q: 3 clusters Score -1.646674e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -16467019.000000 Penalty: 3881.172119
	Iteration 24Q: 3 clusters Score -1.646702e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 133471 members 
Entering Unmasked Estep 
Score: -16467228.000000 Penalty: 3881.172119
	Iteration 25Q: 3 clusters Score -1.646723e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -16467460.000000 Penalty: 3881.172119
	Iteration 26Q: 3 clusters Score -1.646746e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 135199 members 
Entering Unmasked Estep 
Score: -16467595.000000 Penalty: 3881.172119
	Iteration 27Q: 3 clusters Score -1.64676e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 135998 members 
Entering Unmasked Estep 
Score: -16467779.000000 Penalty: 3881.172119
	Iteration 28Q: 3 clusters Score -1.646778e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -16467899.000000 Penalty: 3881.172119
	Iteration 29Q: 3 clusters Score -1.64679e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 137586 members 
Entering Unmasked Estep 
Score: -16467994.000000 Penalty: 3881.172119
	Iteration 30Q: 3 clusters Score -1.646799e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 138393 members 
Entering Unmasked Estep 
Score: -16468156.000000 Penalty: 3881.172119
	Iteration 31Q: 3 clusters Score -1.646816e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -16468369.000000 Penalty: 3881.172119
	Iteration 32Q: 3 clusters Score -1.646837e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 139919 members 
Entering Unmasked Estep 
Score: -16468498.000000 Penalty: 3881.172119
	Iteration 33Q: 3 clusters Score -1.64685e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 140631 members 
Entering Unmasked Estep 
Score: -16468566.000000 Penalty: 3881.172119
	Iteration 34Q: 3 clusters Score -1.646857e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -16468735.000000 Penalty: 3881.172119
	Iteration 35Q: 3 clusters Score -1.646874e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -16468883.000000 Penalty: 3881.172119
	Iteration 36Q: 3 clusters Score -1.646888e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 142656 members 
Entering Unmasked Estep 
Score: -16468985.000000 Penalty: 3881.172119
	Iteration 37Q: 3 clusters Score -1.646898e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -16469159.000000 Penalty: 3881.172119
	Iteration 38Q: 3 clusters Score -1.646916e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 143898 members 
Entering Unmasked Estep 
Score: -16469279.000000 Penalty: 3881.172119
	Iteration 39Q: 3 clusters Score -1.646928e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -16469378.000000 Penalty: 3881.172119
	Iteration 40F: 3 clusters Score -1.646938e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -16469514.000000 Penalty: 3881.172119
	Iteration 41Q: 3 clusters Score -1.646951e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -16469622.000000 Penalty: 3881.172119
	Iteration 42Q: 3 clusters Score -1.646962e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -16469789.000000 Penalty: 3881.172119
	Iteration 43Q: 3 clusters Score -1.646979e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 146641 members 
Entering Unmasked Estep 
Score: -16469904.000000 Penalty: 3881.172119
	Iteration 44Q: 3 clusters Score -1.64699e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -16469965.000000 Penalty: 3881.172119
	Iteration 45Q: 3 clusters Score -1.646996e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 147522 members 
Entering Unmasked Estep 
Score: -16470097.000000 Penalty: 3881.172119
	Iteration 46Q: 3 clusters Score -1.64701e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 147904 members 
Entering Unmasked Estep 
Score: -16470146.000000 Penalty: 3881.172119
	Iteration 47Q: 3 clusters Score -1.647015e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -16470229.000000 Penalty: 3881.172119
	Iteration 48Q: 3 clusters Score -1.647023e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -16470267.000000 Penalty: 3881.172119
	Iteration 49Q: 3 clusters Score -1.647027e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -16470298.000000 Penalty: 3881.172119
	Iteration 50Q: 3 clusters Score -1.64703e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 149240 members 
Entering Unmasked Estep 
Score: -16470407.000000 Penalty: 3881.172119
	Iteration 51Q: 3 clusters Score -1.647041e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -16470484.000000 Penalty: 3881.172119
	Iteration 52Q: 3 clusters Score -1.647048e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -16470528.000000 Penalty: 3881.172119
	Iteration 53Q: 3 clusters Score -1.647053e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 150041 members 
Entering Unmasked Estep 
Score: -16470536.000000 Penalty: 3881.172119
	Iteration 54Q: 3 clusters Score -1.647054e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 150262 members 
Entering Unmasked Estep 
Score: -16470590.000000 Penalty: 3881.172119
	Iteration 55Q: 3 clusters Score -1.647059e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -16470626.000000 Penalty: 3881.172119
	Iteration 56Q: 3 clusters Score -1.647063e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 150622 members 
Entering Unmasked Estep 
Score: -16470664.000000 Penalty: 3881.172119
	Iteration 57Q: 3 clusters Score -1.647066e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 150772 members 
Entering Unmasked Estep 
Score: -16470671.000000 Penalty: 3881.172119
	Iteration 58Q: 3 clusters Score -1.647067e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -16470692.000000 Penalty: 3881.172119
	Iteration 59Q: 3 clusters Score -1.647069e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -16470690.000000 Penalty: 3881.172119
	Iteration 60F: 3 clusters Score -1.647069e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -16470680.000000 Penalty: 3881.172119
	Iteration 61Q: 3 clusters Score -1.647068e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -16470689.000000 Penalty: 3881.172119
	Iteration 62Q: 3 clusters Score -1.647069e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -16470727.000000 Penalty: 3881.172119
	Iteration 63Q: 3 clusters Score -1.647073e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 151268 members 
Entering Unmasked Estep 
Score: -16470698.000000 Penalty: 3881.172119
	Iteration 64Q: 3 clusters Score -1.64707e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -16470707.000000 Penalty: 3881.172119
	Iteration 65Q: 3 clusters Score -1.647071e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -16470719.000000 Penalty: 3881.172119
	Iteration 66Q: 3 clusters Score -1.647072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -16470734.000000 Penalty: 3881.172119
	Iteration 67Q: 3 clusters Score -1.647073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -16470711.000000 Penalty: 3881.172119
	Iteration 68Q: 3 clusters Score -1.647071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -16470710.000000 Penalty: 3881.172119
	Iteration 69Q: 3 clusters Score -1.647071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -16470705.000000 Penalty: 3881.172119
	Iteration 70Q: 3 clusters Score -1.64707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -16470717.000000 Penalty: 3881.172119
	Iteration 71Q: 3 clusters Score -1.647072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -16470731.000000 Penalty: 3881.172119
	Iteration 72Q: 3 clusters Score -1.647073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -16470728.000000 Penalty: 3881.172119
	Iteration 73Q: 3 clusters Score -1.647073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -16470738.000000 Penalty: 3881.172119
	Iteration 74Q: 3 clusters Score -1.647074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -16470739.000000 Penalty: 3881.172119
	Iteration 75Q: 3 clusters Score -1.647074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -16470734.000000 Penalty: 3881.172119
	Iteration 76Q: 3 clusters Score -1.647073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -16470746.000000 Penalty: 3881.172119
	Iteration 77Q: 3 clusters Score -1.647075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -16470765.000000 Penalty: 3881.172119
	Iteration 78Q: 3 clusters Score -1.647076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -16470765.000000 Penalty: 3881.172119
	Iteration 79Q: 3 clusters Score -1.647076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 151632 members 
Entering Unmasked Estep 
Score: -16470778.000000 Penalty: 3881.172119
	Iteration 80F: 3 clusters Score -1.647078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -16470757.000000 Penalty: 3881.172119
	Iteration 81Q: 3 clusters Score -1.647076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -16470755.000000 Penalty: 3881.172119
	Iteration 82Q: 3 clusters Score -1.647076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 151670 members 
Entering Unmasked Estep 
Score: -16470746.000000 Penalty: 3881.172119
	Iteration 83Q: 3 clusters Score -1.647075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -16470748.000000 Penalty: 3881.172119
	Iteration 84Q: 3 clusters Score -1.647075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -16470752.000000 Penalty: 3881.172119
	Iteration 85Q: 3 clusters Score -1.647075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -16470756.000000 Penalty: 3881.172119
	Iteration 86Q: 3 clusters Score -1.647076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -16470767.000000 Penalty: 3881.172119
	Iteration 87Q: 3 clusters Score -1.647077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -16470764.000000 Penalty: 3881.172119
	Iteration 88Q: 3 clusters Score -1.647076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -16470766.000000 Penalty: 3881.172119
	Iteration 89Q: 3 clusters Score -1.647077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 151738 members 
Entering Unmasked Estep 
Score: -16470767.000000 Penalty: 3881.172119
	Iteration 90Q: 3 clusters Score -1.647077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -16470767.000000 Penalty: 3881.172119
	Iteration 91Q: 3 clusters Score -1.647077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -16470762.000000 Penalty: 3881.172119
	Iteration 92Q: 3 clusters Score -1.647076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -16470770.000000 Penalty: 3881.172119
	Iteration 93Q: 3 clusters Score -1.647077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -16470775.000000 Penalty: 3881.172119
	Iteration 94Q: 3 clusters Score -1.647078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -16470781.000000 Penalty: 3881.172119
	Iteration 95Q: 3 clusters Score -1.647078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -16470774.000000 Penalty: 3881.172119
	Iteration 96Q: 3 clusters Score -1.647077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 151808 members 
Entering Unmasked Estep 
Score: -16470768.000000 Penalty: 3881.172119
	Iteration 97Q: 3 clusters Score -1.647077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 151818 members 
Entering Unmasked Estep 
Score: -16470775.000000 Penalty: 3881.172119
	Iteration 98Q: 3 clusters Score -1.647078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -16470763.000000 Penalty: 3881.172119
	Iteration 99Q: 3 clusters Score -1.647076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -16470756.000000 Penalty: 3881.172119
	Iteration 100F: 3 clusters Score -1.647076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -16470764.000000 Penalty: 3881.172119
	Iteration 101Q: 3 clusters Score -1.647076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 151832 members 
Entering Unmasked Estep 
Score: -16470772.000000 Penalty: 3881.172119
	Iteration 102Q: 3 clusters Score -1.647077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -16470778.000000 Penalty: 3881.172119
	Iteration 103Q: 3 clusters Score -1.647078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -16470772.000000 Penalty: 3881.172119
	Iteration 104Q: 3 clusters Score -1.647077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -16470782.000000 Penalty: 3881.172119
	Iteration 105Q: 3 clusters Score -1.647078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -16470783.000000 Penalty: 3881.172119
	Iteration 106Q: 3 clusters Score -1.647078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 151840 members 
Entering Unmasked Estep 
Score: -16470781.000000 Penalty: 3881.172119
	Iteration 107Q: 3 clusters Score -1.647078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 151841 members 
Entering Unmasked Estep 
Score: -16470782.000000 Penalty: 3881.172119
	Iteration 108Q: 3 clusters Score -1.647078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 151842 members 
Entering Unmasked Estep 
Score: -16470778.000000 Penalty: 3881.172119
	Iteration 109Q: 3 clusters Score -1.647078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 151844 members 
Entering Unmasked Estep 
Score: -16470775.000000 Penalty: 3881.172119
	Iteration 110Q: 3 clusters Score -1.647078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -16470770.000000 Penalty: 3881.172119
	Iteration 111Q: 3 clusters Score -1.647077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -16470770.000000 Penalty: 3881.172119
	Iteration 112F: 3 clusters Score -1.647077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 6 contains 289845 members 
Mstep: Class 7 contains 10422 members 
Mstep: Class 11 contains 57900 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 29956 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 180383 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 153594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441128.000000 Penalty: 39790.128906
Iteration 39Q: 19 clusters Score -8.444113e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 7755 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 25778 members 
Mstep: Class 6 contains 292021 members 
Mstep: Class 7 contains 10591 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58974 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 21436 members 
Mstep: Class 14 contains 29616 members 
Mstep: Class 15 contains 161 members 
Mstep: Class 18 contains 4974 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 175414 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 155113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441568.000000 Penalty: 39790.128906
Iteration 40F: 19 clusters Score -8.444157e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6783 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 25974 members 
Mstep: Class 6 contains 293335 members 
Mstep: Class 7 contains 10766 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 21443 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 171327 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 156426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440104.000000 Penalty: 39790.128906
Iteration 41Q: 19 clusters Score -8.44401e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 9783 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 25997 members 
Mstep: Class 6 contains 293518 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 11 contains 59774 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 29137 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4968 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 20 contains 168409 members 
Mstep: Class 21 contains 5795 members 
Mstep: Class 22 contains 157773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84440024.000000 Penalty: 39790.128906
Iteration 42Q: 19 clusters Score -8.444002e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 10821 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 26017 members 
Mstep: Class 6 contains 293041 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 11 contains 59979 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 29003 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4965 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 166317 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 158947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441000.000000 Penalty: 39790.128906
Iteration 43Q: 19 clusters Score -8.4441e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 26016 members 
Mstep: Class 6 contains 292493 members 
Mstep: Class 7 contains 11284 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60135 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 21583 members 
Mstep: Class 14 contains 28859 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 1852 members 
Mstep: Class 20 contains 164702 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 159886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84441984.000000 Penalty: 39790.128906
Iteration 44Q: 19 clusters Score -8.444198e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 291754 members 
Mstep: Class 7 contains 11443 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60207 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 28680 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4971 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 163683 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 160644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84442688.000000 Penalty: 39790.128906
Iteration 45Q: 19 clusters Score -8.444269e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 26081 members 
Mstep: Class 6 contains 291176 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60257 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 21615 members 
Mstep: Class 14 contains 28494 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4959 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 162898 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 161156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443440.000000 Penalty: 39790.128906
Iteration 46Q: 19 clusters Score -8.444344e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 26090 members 
Mstep: Class 6 contains 290590 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60259 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 21636 members 
Mstep: Class 14 contains 28313 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 162357 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 161599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444008.000000 Penalty: 39790.128906
Iteration 47Q: 19 clusters Score -8.444401e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 26125 members 
Mstep: Class 6 contains 290041 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60236 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 28166 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 161861 members 
Mstep: Class 21 contains 5073 members 
Mstep: Class 22 contains 161941 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -8.444426e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 15434 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 26141 members 
Mstep: Class 6 contains 289490 members 
Mstep: Class 7 contains 12067 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60209 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 28019 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 161476 members 
Mstep: Class 21 contains 5009 members 
Mstep: Class 22 contains 162165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -8.444466e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 16089 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 288977 members 
Mstep: Class 7 contains 12210 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60191 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 27853 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 161149 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 162290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444912.000000 Penalty: 39790.128906
Iteration 50Q: 19 clusters Score -8.444491e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 16675 members 
Mstep: Class 4 contains 4697 members 
Mstep: Class 5 contains 26230 members 
Mstep: Class 6 contains 288608 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60154 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 21817 members 
Mstep: Class 14 contains 27714 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4931 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 160838 members 
Mstep: Class 21 contains 4921 members 
Mstep: Class 22 contains 162330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445488.000000 Penalty: 39790.128906
Iteration 51Q: 19 clusters Score -8.444549e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 26277 members 
Mstep: Class 6 contains 288305 members 
Mstep: Class 7 contains 12525 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60121 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 21862 members 
Mstep: Class 14 contains 27565 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 160588 members 
Mstep: Class 21 contains 4903 members 
Mstep: Class 22 contains 162294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446088.000000 Penalty: 39790.128906
Iteration 52Q: 19 clusters Score -8.444609e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7508 members 
Mstep: Class 3 contains 17767 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 26311 members 
Mstep: Class 6 contains 288023 members 
Mstep: Class 7 contains 12689 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 60072 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 21899 members 
Mstep: Class 14 contains 27426 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 160393 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 162225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446144.000000 Penalty: 39790.128906
Iteration 53Q: 19 clusters Score -8.444614e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 26322 members 
Mstep: Class 6 contains 287830 members 
Mstep: Class 7 contains 12842 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 21931 members 
Mstep: Class 14 contains 27331 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 160182 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 22 contains 162077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446160.000000 Penalty: 39790.128906
Iteration 54Q: 19 clusters Score -8.444616e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7622 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 26334 members 
Mstep: Class 6 contains 287571 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 59920 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 21960 members 
Mstep: Class 14 contains 27234 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 160033 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 161934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446608.000000 Penalty: 39790.128906
Iteration 55Q: 19 clusters Score -8.444661e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 19390 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 26334 members 
Mstep: Class 6 contains 287324 members 
Mstep: Class 7 contains 13082 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 11 contains 59857 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 27137 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4930 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 159924 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 161781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446728.000000 Penalty: 39790.128906
Iteration 56Q: 19 clusters Score -8.444673e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7744 members 
Mstep: Class 3 contains 19932 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 26336 members 
Mstep: Class 6 contains 287022 members 
Mstep: Class 7 contains 13182 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 11 contains 59806 members 
Mstep: Class 12 contains 2501 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 27048 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 159881 members 
Mstep: Class 21 contains 4813 members 
Mstep: Class 22 contains 161547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -8.444745e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 286708 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59745 members 
Mstep: Class 12 contains 2504 members 
Mstep: Class 13 contains 22086 members 
Mstep: Class 14 contains 27023 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 159848 members 
Mstep: Class 21 contains 4773 members 
Mstep: Class 22 contains 161358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 19 clusters Score -8.444802e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7879 members 
Mstep: Class 3 contains 20818 members 
Mstep: Class 4 contains 5270 members 
Mstep: Class 5 contains 26351 members 
Mstep: Class 6 contains 286523 members 
Mstep: Class 7 contains 13356 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59682 members 
Mstep: Class 12 contains 2511 members 
Mstep: Class 13 contains 22126 members 
Mstep: Class 14 contains 26966 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 1830 members 
Mstep: Class 20 contains 159726 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 161189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 19 clusters Score -8.44483e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7950 members 
Mstep: Class 3 contains 21206 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 26351 members 
Mstep: Class 6 contains 286345 members 
Mstep: Class 7 contains 13436 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59643 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 22154 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4873 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 159618 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 161031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -8.444837e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 26330 members 
Mstep: Class 6 contains 286134 members 
Mstep: Class 7 contains 13521 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59591 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 22173 members 
Mstep: Class 14 contains 26813 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 20 contains 159500 members 
Mstep: Class 21 contains 4694 members 
Mstep: Class 22 contains 160895 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -8.444875e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8098 members 
Mstep: Class 3 contains 22121 members 
Mstep: Class 4 contains 5468 members 
Mstep: Class 5 contains 26318 members 
Mstep: Class 6 contains 285880 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59539 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 22201 members 
Mstep: Class 14 contains 26737 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 159406 members 
Mstep: Class 21 contains 4679 members 
Mstep: Class 22 contains 160759 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -8.444933e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 26309 members 
Mstep: Class 6 contains 285646 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59511 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 22236 members 
Mstep: Class 14 contains 26684 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 159256 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 160655 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -8.444985e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 23001 members 
Mstep: Class 4 contains 5570 members 
Mstep: Class 5 contains 26294 members 
Mstep: Class 6 contains 285496 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59486 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 26616 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 159028 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 160556 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -8.444986e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 3 contains 23464 members 
Mstep: Class 4 contains 5596 members 
Mstep: Class 5 contains 26289 members 
Mstep: Class 6 contains 285355 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59502 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 22288 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 158750 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 160461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450096.000000 Penalty: 39790.128906
Iteration 65Q: 19 clusters Score -8.44501e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 23914 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 26292 members 
Mstep: Class 6 contains 285130 members 
Mstep: Class 7 contains 13830 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59496 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 26488 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 158550 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 160347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450784.000000 Penalty: 39790.128906
Iteration 66Q: 19 clusters Score -8.445078e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 24373 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 26289 members 
Mstep: Class 6 contains 284986 members 
Mstep: Class 7 contains 13894 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59467 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4786 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 158312 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 160245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451088.000000 Penalty: 39790.128906
Iteration 67Q: 19 clusters Score -8.445109e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 24803 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 26279 members 
Mstep: Class 6 contains 284838 members 
Mstep: Class 7 contains 13954 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59447 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 26335 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 158107 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 160114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451336.000000 Penalty: 39790.128906
Iteration 68Q: 19 clusters Score -8.445134e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 25209 members 
Mstep: Class 4 contains 5703 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 284604 members 
Mstep: Class 7 contains 14003 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59425 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 26260 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 157948 members 
Mstep: Class 21 contains 4596 members 
Mstep: Class 22 contains 160025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451720.000000 Penalty: 39790.128906
Iteration 69Q: 19 clusters Score -8.445172e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8792 members 
Mstep: Class 3 contains 25624 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 26269 members 
Mstep: Class 6 contains 284401 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59366 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 26176 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 157779 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 159920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452072.000000 Penalty: 39790.128906
Iteration 70Q: 19 clusters Score -8.445207e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 26028 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 26273 members 
Mstep: Class 6 contains 284122 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59323 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 22446 members 
Mstep: Class 14 contains 26120 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 157653 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 159863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452416.000000 Penalty: 39790.128906
Iteration 71Q: 19 clusters Score -8.445242e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9023 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 26252 members 
Mstep: Class 6 contains 284076 members 
Mstep: Class 7 contains 14156 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59279 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 26006 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4686 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 157431 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 159783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452760.000000 Penalty: 39790.128906
Iteration 72Q: 19 clusters Score -8.445276e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 26790 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 26239 members 
Mstep: Class 6 contains 283876 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59218 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 25906 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 157376 members 
Mstep: Class 21 contains 4550 members 
Mstep: Class 22 contains 159650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452944.000000 Penalty: 39790.128906
Iteration 73Q: 19 clusters Score -8.445294e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 27115 members 
Mstep: Class 4 contains 5789 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 283783 members 
Mstep: Class 7 contains 14271 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59181 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 22482 members 
Mstep: Class 14 contains 25794 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 157236 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 159496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453016.000000 Penalty: 39790.128906
Iteration 74Q: 19 clusters Score -8.445302e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 27452 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 283608 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59147 members 
Mstep: Class 12 contains 2545 members 
Mstep: Class 13 contains 22505 members 
Mstep: Class 14 contains 25687 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 157099 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 159386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453256.000000 Penalty: 39790.128906
Iteration 75Q: 19 clusters Score -8.445326e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 27790 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 283535 members 
Mstep: Class 7 contains 14396 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59102 members 
Mstep: Class 12 contains 2545 members 
Mstep: Class 13 contains 22518 members 
Mstep: Class 14 contains 25586 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 156921 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 159265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453048.000000 Penalty: 39790.128906
Iteration 76Q: 19 clusters Score -8.445305e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 28118 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 26240 members 
Mstep: Class 6 contains 283450 members 
Mstep: Class 7 contains 14441 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59060 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 22527 members 
Mstep: Class 14 contains 25501 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 156735 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 159211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453096.000000 Penalty: 39790.128906
Iteration 77Q: 19 clusters Score -8.44531e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 28455 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 26244 members 
Mstep: Class 6 contains 283352 members 
Mstep: Class 7 contains 14483 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 59008 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22523 members 
Mstep: Class 14 contains 25391 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4604 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 156573 members 
Mstep: Class 21 contains 4519 members 
Mstep: Class 22 contains 159174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453360.000000 Penalty: 39790.128906
Iteration 78Q: 19 clusters Score -8.445336e+07 nChanged 2036
Entering ConstructFrom: 
Score: -84453360.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -449431.750000 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -449431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -445913.781250 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -445913.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -446826.187500 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -446826.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -446989.406250 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -446989.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -447089.781250 Penalty: 2716.870850
	Iteration 3Q: 3 clusters Score -447089.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -447164.281250 Penalty: 2716.870850
	Iteration 4Q: 3 clusters Score -447164.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -447235.093750 Penalty: 2716.870850
	Iteration 5Q: 3 clusters Score -447235.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -447309.906250 Penalty: 2716.870850
	Iteration 6Q: 3 clusters Score -447309.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -447366.062500 Penalty: 2716.870850
	Iteration 7Q: 3 clusters Score -447366.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -447411.750000 Penalty: 2716.870850
	Iteration 8Q: 3 clusters Score -447411.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -447452.593750 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -447452.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -447494.750000 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -447494.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -447541.375000 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -447541.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -447585.968750 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -447586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -447625.562500 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -447625.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -447669.156250 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -447669.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -447709.843750 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -447709.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -447750.187500 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -447750.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -447785.156250 Penalty: 2716.870850
	Iteration 17Q: 3 clusters Score -447785.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -447816.187500 Penalty: 2716.870850
	Iteration 18Q: 3 clusters Score -447816.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -447848.000000 Penalty: 2716.870850
	Iteration 19Q: 3 clusters Score -447848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -447874.218750 Penalty: 2716.870850
	Iteration 20F: 3 clusters Score -447874.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -447894.468750 Penalty: 2716.870850
	Iteration 21Q: 3 clusters Score -447894.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -447914.156250 Penalty: 2716.870850
	Iteration 22Q: 3 clusters Score -447914.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -447929.156250 Penalty: 2716.870850
	Iteration 23Q: 3 clusters Score -447929.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -447940.062500 Penalty: 2716.870850
	Iteration 24Q: 3 clusters Score -447940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -447950.218750 Penalty: 2716.870850
	Iteration 25Q: 3 clusters Score -447950.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -447960.343750 Penalty: 2716.870850
	Iteration 26Q: 3 clusters Score -447960.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -447967.218750 Penalty: 2716.870850
	Iteration 27Q: 3 clusters Score -447967.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -447972.781250 Penalty: 2716.870850
	Iteration 28Q: 3 clusters Score -447972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -447975.656250 Penalty: 2716.870850
	Iteration 29Q: 3 clusters Score -447975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -447980.312500 Penalty: 2716.870850
	Iteration 30Q: 3 clusters Score -447980.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -447985.656250 Penalty: 2716.870850
	Iteration 31Q: 3 clusters Score -447985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -447988.062500 Penalty: 2716.870850
	Iteration 32Q: 3 clusters Score -447988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -447992.125000 Penalty: 2716.870850
	Iteration 33Q: 3 clusters Score -447992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -447997.406250 Penalty: 2716.870850
	Iteration 34Q: 3 clusters Score -447997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -448004.406250 Penalty: 2716.870850
	Iteration 35Q: 3 clusters Score -448004.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -448014.343750 Penalty: 2716.870850
	Iteration 36Q: 3 clusters Score -448014.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -448028.531250 Penalty: 2716.870850
	Iteration 37Q: 3 clusters Score -448028.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -448046.937500 Penalty: 2716.870850
	Iteration 38Q: 3 clusters Score -448046.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -448065.375000 Penalty: 2716.870850
	Iteration 39Q: 3 clusters Score -448065.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -448084.375000 Penalty: 2716.870850
	Iteration 40F: 3 clusters Score -448084.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -448102.500000 Penalty: 2716.870850
	Iteration 41Q: 3 clusters Score -448102.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -448119.000000 Penalty: 2716.870850
	Iteration 42Q: 3 clusters Score -448119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -448133.281250 Penalty: 2716.870850
	Iteration 43Q: 3 clusters Score -448133.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -448150.593750 Penalty: 2716.870850
	Iteration 44Q: 3 clusters Score -448150.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -448167.468750 Penalty: 2716.870850
	Iteration 45Q: 3 clusters Score -448167.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -448176.500000 Penalty: 2716.870850
	Iteration 46Q: 3 clusters Score -448176.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -448188.812500 Penalty: 2716.870850
	Iteration 47Q: 3 clusters Score -448188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -448200.718750 Penalty: 2716.870850
	Iteration 48Q: 3 clusters Score -448200.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -448206.656250 Penalty: 2716.870850
	Iteration 49Q: 3 clusters Score -448206.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -448214.718750 Penalty: 2716.870850
	Iteration 50Q: 3 clusters Score -448214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -448222.406250 Penalty: 2716.870850
	Iteration 51Q: 3 clusters Score -448222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -448233.187500 Penalty: 2716.870850
	Iteration 52Q: 3 clusters Score -448233.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -448238.375000 Penalty: 2716.870850
	Iteration 53Q: 3 clusters Score -448238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -448242.218750 Penalty: 2716.870850
	Iteration 54Q: 3 clusters Score -448242.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -448246.468750 Penalty: 2716.870850
	Iteration 55Q: 3 clusters Score -448246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -448249.968750 Penalty: 2716.870850
	Iteration 56Q: 3 clusters Score -448250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -448253.718750 Penalty: 2716.870850
	Iteration 57Q: 3 clusters Score -448253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -448256.781250 Penalty: 2716.870850
	Iteration 58Q: 3 clusters Score -448256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -448260.687500 Penalty: 2716.870850
	Iteration 59Q: 3 clusters Score -448260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -448261.156250 Penalty: 2716.870850
	Iteration 60F: 3 clusters Score -448261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -448261.125000 Penalty: 2716.870850
	Iteration 61Q: 3 clusters Score -448261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -448261.125000 Penalty: 2716.870850
	Iteration 62F: 3 clusters Score -448261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Entering Unmasked Estep 
Score: -1096920.750000 Penalty: 1495.309570
	Iteration 0F: 2 clusters Score -1096921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1089812.625000 Penalty: 2990.619141
	Iteration 0F: 3 clusters Score -1089813 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1092112.750000 Penalty: 2990.619141
	Iteration 1F: 3 clusters Score -1092113 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1092332.250000 Penalty: 2990.619141
	Iteration 2F: 3 clusters Score -1092332 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1092503.750000 Penalty: 2990.619141
	Iteration 3Q: 3 clusters Score -1092504 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1092678.250000 Penalty: 2990.619141
	Iteration 4Q: 3 clusters Score -1092678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1092854.250000 Penalty: 2990.619141
	Iteration 5Q: 3 clusters Score -1092854 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1093050.750000 Penalty: 2990.619141
	Iteration 6Q: 3 clusters Score -1093051 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1093283.000000 Penalty: 2990.619141
	Iteration 7Q: 3 clusters Score -1093283 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1093554.375000 Penalty: 2990.619141
	Iteration 8Q: 3 clusters Score -1093554 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1093859.250000 Penalty: 2990.619141
	Iteration 9Q: 3 clusters Score -1093859 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1094197.750000 Penalty: 2990.619141
	Iteration 10Q: 3 clusters Score -1094198 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1094521.250000 Penalty: 2990.619141
	Iteration 11Q: 3 clusters Score -1094521 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1094781.250000 Penalty: 2990.619141
	Iteration 12Q: 3 clusters Score -1094781 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1094992.625000 Penalty: 2990.619141
	Iteration 13Q: 3 clusters Score -1094993 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1095150.000000 Penalty: 2990.619141
	Iteration 14Q: 3 clusters Score -1095150 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1095252.875000 Penalty: 2990.619141
	Iteration 15Q: 3 clusters Score -1095253 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1095327.875000 Penalty: 2990.619141
	Iteration 16Q: 3 clusters Score -1095328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1095378.125000 Penalty: 2990.619141
	Iteration 17Q: 3 clusters Score -1095378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1095422.625000 Penalty: 2990.619141
	Iteration 18Q: 3 clusters Score -1095423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1095448.125000 Penalty: 2990.619141
	Iteration 19Q: 3 clusters Score -1095448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1095471.000000 Penalty: 2990.619141
	Iteration 20F: 3 clusters Score -1095471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1095492.375000 Penalty: 2990.619141
	Iteration 21Q: 3 clusters Score -1095492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1095514.500000 Penalty: 2990.619141
	Iteration 22Q: 3 clusters Score -1095514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1095533.750000 Penalty: 2990.619141
	Iteration 23Q: 3 clusters Score -1095534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1095545.625000 Penalty: 2990.619141
	Iteration 24Q: 3 clusters Score -1095546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1095551.625000 Penalty: 2990.619141
	Iteration 25Q: 3 clusters Score -1095552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1095557.000000 Penalty: 2990.619141
	Iteration 26Q: 3 clusters Score -1095557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1095566.250000 Penalty: 2990.619141
	Iteration 27Q: 3 clusters Score -1095566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1095573.125000 Penalty: 2990.619141
	Iteration 28Q: 3 clusters Score -1095573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1095580.125000 Penalty: 2990.619141
	Iteration 29Q: 3 clusters Score -1095580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1095583.500000 Penalty: 2990.619141
	Iteration 30Q: 3 clusters Score -1095584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1095587.625000 Penalty: 2990.619141
	Iteration 31Q: 3 clusters Score -1095588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1095594.750000 Penalty: 2990.619141
	Iteration 32Q: 3 clusters Score -1095595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1095603.500000 Penalty: 2990.619141
	Iteration 33Q: 3 clusters Score -1095604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1095610.125000 Penalty: 2990.619141
	Iteration 34Q: 3 clusters Score -1095610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1095616.625000 Penalty: 2990.619141
	Iteration 35Q: 3 clusters Score -1095617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1095622.500000 Penalty: 2990.619141
	Iteration 36Q: 3 clusters Score -1095622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1095627.500000 Penalty: 2990.619141
	Iteration 37Q: 3 clusters Score -1095628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1095628.750000 Penalty: 2990.619141
	Iteration 38Q: 3 clusters Score -1095629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1095631.625000 Penalty: 2990.619141
	Iteration 39Q: 3 clusters Score -1095632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1095632.625000 Penalty: 2990.619141
	Iteration 40F: 3 clusters Score -1095633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1095635.875000 Penalty: 2990.619141
	Iteration 41Q: 3 clusters Score -1095636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1095635.875000 Penalty: 2990.619141
	Iteration 42Q: 3 clusters Score -1095636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1095635.875000 Penalty: 2990.619141
	Iteration 43F: 3 clusters Score -1095636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Entering Unmasked Estep 
Score: -3117049.000000 Penalty: 1668.435669
	Iteration 0F: 2 clusters Score -3117049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3097677.500000 Penalty: 3336.871338
	Iteration 0F: 3 clusters Score -3097678 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3104943.000000 Penalty: 3336.871338
	Iteration 1F: 3 clusters Score -3104943 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3105216.500000 Penalty: 3336.871338
	Iteration 2Q: 3 clusters Score -3105216 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3105506.500000 Penalty: 3336.871338
	Iteration 3Q: 3 clusters Score -3105506 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3105799.750000 Penalty: 3336.871338
	Iteration 4Q: 3 clusters Score -3105800 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3106133.000000 Penalty: 3336.871338
	Iteration 5Q: 3 clusters Score -3106133 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3106477.500000 Penalty: 3336.871338
	Iteration 6Q: 3 clusters Score -3106478 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3106946.250000 Penalty: 3336.871338
	Iteration 7Q: 3 clusters Score -3106946 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3107545.250000 Penalty: 3336.871338
	Iteration 8Q: 3 clusters Score -3107545 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3108412.750000 Penalty: 3336.871338
	Iteration 9F: 3 clusters Score -3108413 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3109556.250000 Penalty: 3336.871338
	Iteration 10F: 3 clusters Score -3109556 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3110932.750000 Penalty: 3336.871338
	Iteration 11F: 3 clusters Score -3110933 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3112245.750000 Penalty: 3336.871338
	Iteration 12F: 3 clusters Score -3112246 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3113290.750000 Penalty: 3336.871338
	Iteration 13Q: 3 clusters Score -3113291 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3114063.750000 Penalty: 3336.871338
	Iteration 14Q: 3 clusters Score -3114064 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3114570.500000 Penalty: 3336.871338
	Iteration 15Q: 3 clusters Score -3114570 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3114897.250000 Penalty: 3336.871338
	Iteration 16Q: 3 clusters Score -3114897 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3115117.250000 Penalty: 3336.871338
	Iteration 17Q: 3 clusters Score -3115117 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3115288.000000 Penalty: 3336.871338
	Iteration 18Q: 3 clusters Score -3115288 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3115406.250000 Penalty: 3336.871338
	Iteration 19Q: 3 clusters Score -3115406 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3115493.000000 Penalty: 3336.871338
	Iteration 20F: 3 clusters Score -3115493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3115582.750000 Penalty: 3336.871338
	Iteration 21Q: 3 clusters Score -3115583 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3115631.500000 Penalty: 3336.871338
	Iteration 22Q: 3 clusters Score -3115632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3115680.250000 Penalty: 3336.871338
	Iteration 23Q: 3 clusters Score -3115680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3115720.500000 Penalty: 3336.871338
	Iteration 24Q: 3 clusters Score -3115720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3115765.750000 Penalty: 3336.871338
	Iteration 25Q: 3 clusters Score -3115766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3115794.500000 Penalty: 3336.871338
	Iteration 26Q: 3 clusters Score -3115794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3115829.500000 Penalty: 3336.871338
	Iteration 27Q: 3 clusters Score -3115830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3115876.000000 Penalty: 3336.871338
	Iteration 28Q: 3 clusters Score -3115876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3115903.500000 Penalty: 3336.871338
	Iteration 29Q: 3 clusters Score -3115904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3115938.250000 Penalty: 3336.871338
	Iteration 30Q: 3 clusters Score -3115938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3115955.000000 Penalty: 3336.871338
	Iteration 31Q: 3 clusters Score -3115955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3115977.000000 Penalty: 3336.871338
	Iteration 32Q: 3 clusters Score -3115977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3115987.500000 Penalty: 3336.871338
	Iteration 33Q: 3 clusters Score -3115988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3116000.000000 Penalty: 3336.871338
	Iteration 34Q: 3 clusters Score -3116000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3116010.750000 Penalty: 3336.871338
	Iteration 35Q: 3 clusters Score -3116011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3116022.250000 Penalty: 3336.871338
	Iteration 36Q: 3 clusters Score -3116022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3116032.500000 Penalty: 3336.871338
	Iteration 37Q: 3 clusters Score -3116032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3116046.000000 Penalty: 3336.871338
	Iteration 38Q: 3 clusters Score -3116046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3116053.750000 Penalty: 3336.871338
	Iteration 39Q: 3 clusters Score -3116054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3116096.500000 Penalty: 3336.871338
	Iteration 40F: 3 clusters Score -3116096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3116113.000000 Penalty: 3336.871338
	Iteration 41Q: 3 clusters Score -3116113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3116123.750000 Penalty: 3336.871338
	Iteration 42Q: 3 clusters Score -3116124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3116124.750000 Penalty: 3336.871338
	Iteration 43Q: 3 clusters Score -3116125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3116134.250000 Penalty: 3336.871338
	Iteration 44Q: 3 clusters Score -3116134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3116143.250000 Penalty: 3336.871338
	Iteration 45Q: 3 clusters Score -3116143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3116147.750000 Penalty: 3336.871338
	Iteration 46Q: 3 clusters Score -3116148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3116149.250000 Penalty: 3336.871338
	Iteration 47Q: 3 clusters Score -3116149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3116153.000000 Penalty: 3336.871338
	Iteration 48Q: 3 clusters Score -3116153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3116156.000000 Penalty: 3336.871338
	Iteration 49Q: 3 clusters Score -3116156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3116166.750000 Penalty: 3336.871338
	Iteration 50Q: 3 clusters Score -3116167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3116178.250000 Penalty: 3336.871338
	Iteration 51Q: 3 clusters Score -3116178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3116187.500000 Penalty: 3336.871338
	Iteration 52Q: 3 clusters Score -3116188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3116196.250000 Penalty: 3336.871338
	Iteration 53Q: 3 clusters Score -3116196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3116201.000000 Penalty: 3336.871338
	Iteration 54Q: 3 clusters Score -3116201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3116210.750000 Penalty: 3336.871338
	Iteration 55Q: 3 clusters Score -3116211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3116224.000000 Penalty: 3336.871338
	Iteration 56Q: 3 clusters Score -3116224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3116234.250000 Penalty: 3336.871338
	Iteration 57Q: 3 clusters Score -3116234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3116246.500000 Penalty: 3336.871338
	Iteration 58Q: 3 clusters Score -3116246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3116247.000000 Penalty: 3336.871338
	Iteration 59Q: 3 clusters Score -3116247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3116253.750000 Penalty: 3336.871338
	Iteration 60F: 3 clusters Score -3116254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3116260.500000 Penalty: 3336.871338
	Iteration 61Q: 3 clusters Score -3116260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3116268.500000 Penalty: 3336.871338
	Iteration 62Q: 3 clusters Score -3116268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3116276.750000 Penalty: 3336.871338
	Iteration 63Q: 3 clusters Score -3116277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3116276.250000 Penalty: 3336.871338
	Iteration 64Q: 3 clusters Score -3116276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3116281.500000 Penalty: 3336.871338
	Iteration 65Q: 3 clusters Score -3116282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3116286.750000 Penalty: 3336.871338
	Iteration 66Q: 3 clusters Score -3116287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3116291.000000 Penalty: 3336.871338
	Iteration 67Q: 3 clusters Score -3116291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3116291.000000 Penalty: 3336.871338
	Iteration 68Q: 3 clusters Score -3116291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3116301.000000 Penalty: 3336.871338
	Iteration 69Q: 3 clusters Score -3116301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3116303.000000 Penalty: 3336.871338
	Iteration 70Q: 3 clusters Score -3116303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3116308.750000 Penalty: 3336.871338
	Iteration 71Q: 3 clusters Score -3116309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3116305.500000 Penalty: 3336.871338
	Iteration 72Q: 3 clusters Score -3116306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3116310.250000 Penalty: 3336.871338
	Iteration 73Q: 3 clusters Score -3116310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3116310.500000 Penalty: 3336.871338
	Iteration 74Q: 3 clusters Score -3116310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3116312.000000 Penalty: 3336.871338
	Iteration 75Q: 3 clusters Score -3116312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3116311.500000 Penalty: 3336.871338
	Iteration 76Q: 3 clusters Score -3116312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3116317.500000 Penalty: 3336.871338
	Iteration 77Q: 3 clusters Score -3116318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3116316.250000 Penalty: 3336.871338
	Iteration 78Q: 3 clusters Score -3116316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3116318.000000 Penalty: 3336.871338
	Iteration 79Q: 3 clusters Score -3116318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3116320.500000 Penalty: 3336.871338
	Iteration 80F: 3 clusters Score -3116320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3116320.500000 Penalty: 3336.871338
	Iteration 81Q: 3 clusters Score -3116320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3116320.500000 Penalty: 3336.871338
	Iteration 82F: 3 clusters Score -3116320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -594783.000000 Penalty: 1409.223389
	Iteration 0F: 2 clusters Score -594783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -590287.687500 Penalty: 2818.446777
	Iteration 0F: 3 clusters Score -590287.7 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -591813.375000 Penalty: 2818.446777
	Iteration 1F: 3 clusters Score -591813.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -592454.437500 Penalty: 2818.446777
	Iteration 2F: 3 clusters Score -592454.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -593083.875000 Penalty: 2818.446777
	Iteration 3F: 3 clusters Score -593083.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -593591.687500 Penalty: 2818.446777
	Iteration 4F: 3 clusters Score -593591.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -593978.875000 Penalty: 2818.446777
	Iteration 5F: 3 clusters Score -593978.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -594204.812500 Penalty: 2818.446777
	Iteration 6Q: 3 clusters Score -594204.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -594344.500000 Penalty: 2818.446777
	Iteration 7Q: 3 clusters Score -594344.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -594419.875000 Penalty: 2818.446777
	Iteration 8Q: 3 clusters Score -594419.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -594474.312500 Penalty: 2818.446777
	Iteration 9Q: 3 clusters Score -594474.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -594506.062500 Penalty: 2818.446777
	Iteration 10Q: 3 clusters Score -594506.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -594524.250000 Penalty: 2818.446777
	Iteration 11Q: 3 clusters Score -594524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -594532.750000 Penalty: 2818.446777
	Iteration 12Q: 3 clusters Score -594532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -594540.750000 Penalty: 2818.446777
	Iteration 13Q: 3 clusters Score -594540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -594541.062500 Penalty: 2818.446777
	Iteration 14Q: 3 clusters Score -594541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -594544.250000 Penalty: 2818.446777
	Iteration 15Q: 3 clusters Score -594544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -594546.500000 Penalty: 2818.446777
	Iteration 16Q: 3 clusters Score -594546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -594547.812500 Penalty: 2818.446777
	Iteration 17Q: 3 clusters Score -594547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -594549.187500 Penalty: 2818.446777
	Iteration 18Q: 3 clusters Score -594549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -594549.500000 Penalty: 2818.446777
	Iteration 19Q: 3 clusters Score -594549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -594550.187500 Penalty: 2818.446777
	Iteration 20F: 3 clusters Score -594550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Entering Unmasked Estep 
Score: -2716231.500000 Penalty: 1653.462646
	Iteration 0F: 2 clusters Score -2716232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2698646.000000 Penalty: 3306.925293
	Iteration 0F: 3 clusters Score -2698646 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2705595.250000 Penalty: 3306.925293
	Iteration 1F: 3 clusters Score -2705595 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2706302.000000 Penalty: 3306.925293
	Iteration 2F: 3 clusters Score -2706302 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2707213.500000 Penalty: 3306.925293
	Iteration 3F: 3 clusters Score -2707214 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2708340.250000 Penalty: 3306.925293
	Iteration 4F: 3 clusters Score -2708340 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2709711.500000 Penalty: 3306.925293
	Iteration 5F: 3 clusters Score -2709712 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2710958.250000 Penalty: 3306.925293
	Iteration 6F: 3 clusters Score -2710958 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2711980.500000 Penalty: 3306.925293
	Iteration 7F: 3 clusters Score -2711980 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2712795.500000 Penalty: 3306.925293
	Iteration 8Q: 3 clusters Score -2712796 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2713424.250000 Penalty: 3306.925293
	Iteration 9Q: 3 clusters Score -2713424 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2713874.000000 Penalty: 3306.925293
	Iteration 10Q: 3 clusters Score -2713874 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2714182.500000 Penalty: 3306.925293
	Iteration 11Q: 3 clusters Score -2714182 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2714414.500000 Penalty: 3306.925293
	Iteration 12Q: 3 clusters Score -2714414 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2714577.750000 Penalty: 3306.925293
	Iteration 13Q: 3 clusters Score -2714578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2714712.250000 Penalty: 3306.925293
	Iteration 14Q: 3 clusters Score -2714712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2714793.750000 Penalty: 3306.925293
	Iteration 15Q: 3 clusters Score -2714794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -2714846.250000 Penalty: 3306.925293
	Iteration 16Q: 3 clusters Score -2714846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2714882.250000 Penalty: 3306.925293
	Iteration 17Q: 3 clusters Score -2714882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2714914.750000 Penalty: 3306.925293
	Iteration 18Q: 3 clusters Score -2714915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2714937.000000 Penalty: 3306.925293
	Iteration 19Q: 3 clusters Score -2714937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2714952.250000 Penalty: 3306.925293
	Iteration 20F: 3 clusters Score -2714952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -2714957.500000 Penalty: 3306.925293
	Iteration 21Q: 3 clusters Score -2714958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2714959.750000 Penalty: 3306.925293
	Iteration 22Q: 3 clusters Score -2714960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2714968.250000 Penalty: 3306.925293
	Iteration 23Q: 3 clusters Score -2714968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2714970.500000 Penalty: 3306.925293
	Iteration 24Q: 3 clusters Score -2714970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2714971.250000 Penalty: 3306.925293
	Iteration 25Q: 3 clusters Score -2714971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2714973.250000 Penalty: 3306.925293
	Iteration 26Q: 3 clusters Score -2714973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2714973.750000 Penalty: 3306.925293
	Iteration 27Q: 3 clusters Score -2714974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2714973.250000 Penalty: 3306.925293
	Iteration 28Q: 3 clusters Score -2714973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2714981.750000 Penalty: 3306.925293
	Iteration 29Q: 3 clusters Score -2714982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2714979.750000 Penalty: 3306.925293
	Iteration 30Q: 3 clusters Score -2714980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2714984.750000 Penalty: 3306.925293
	Iteration 31Q: 3 clusters Score -2714985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2714984.500000 Penalty: 3306.925293
	Iteration 32Q: 3 clusters Score -2714984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2714990.500000 Penalty: 3306.925293
	Iteration 33Q: 3 clusters Score -2714990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2714993.500000 Penalty: 3306.925293
	Iteration 34Q: 3 clusters Score -2714994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2714997.250000 Penalty: 3306.925293
	Iteration 35Q: 3 clusters Score -2714997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2714998.750000 Penalty: 3306.925293
	Iteration 36Q: 3 clusters Score -2714999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2715001.750000 Penalty: 3306.925293
	Iteration 37Q: 3 clusters Score -2715002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2715000.500000 Penalty: 3306.925293
	Iteration 38Q: 3 clusters Score -2715000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2715000.500000 Penalty: 3306.925293
	Iteration 39Q: 3 clusters Score -2715000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2715001.750000 Penalty: 3306.925293
	Iteration 40F: 3 clusters Score -2715002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2715006.750000 Penalty: 3306.925293
	Iteration 41Q: 3 clusters Score -2715007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2715005.250000 Penalty: 3306.925293
	Iteration 42Q: 3 clusters Score -2715005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2715005.250000 Penalty: 3306.925293
	Iteration 43F: 3 clusters Score -2715005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (283278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283278 members 
Entering Unmasked Estep 
Score: -30079342.000000 Penalty: 2040.054932
	Iteration 0F: 2 clusters Score -3.007934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 141734 members 
Entering Unmasked Estep 
Score: -29902264.000000 Penalty: 4080.109863
	Iteration 0F: 3 clusters Score -2.990226e+07 nChanged 137987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -29984908.000000 Penalty: 4080.109863
	Iteration 1F: 3 clusters Score -2.998491e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -29987046.000000 Penalty: 4080.109863
	Iteration 2Q: 3 clusters Score -2.998705e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -29990016.000000 Penalty: 4080.109863
	Iteration 3Q: 3 clusters Score -2.999002e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -29994080.000000 Penalty: 4080.109863
	Iteration 4Q: 3 clusters Score -2.999408e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113350 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -30000128.000000 Penalty: 4080.109863
	Iteration 5Q: 3 clusters Score -3.000013e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 179886 members 
Entering Unmasked Estep 
Score: -30008184.000000 Penalty: 4080.109863
	Iteration 6F: 3 clusters Score -3.000818e+07 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 190808 members 
Entering Unmasked Estep 
Score: -30019030.000000 Penalty: 4080.109863
	Iteration 7F: 3 clusters Score -3.001903e+07 nChanged 17238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 200936 members 
Entering Unmasked Estep 
Score: -30030772.000000 Penalty: 4080.109863
	Iteration 8F: 3 clusters Score -3.003077e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 208110 members 
Entering Unmasked Estep 
Score: -30041106.000000 Penalty: 4080.109863
	Iteration 9F: 3 clusters Score -3.004111e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 211981 members 
Entering Unmasked Estep 
Score: -30048064.000000 Penalty: 4080.109863
	Iteration 10Q: 3 clusters Score -3.004806e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 214133 members 
Entering Unmasked Estep 
Score: -30051000.000000 Penalty: 4080.109863
	Iteration 11Q: 3 clusters Score -3.0051e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 215779 members 
Entering Unmasked Estep 
Score: -30051966.000000 Penalty: 4080.109863
	Iteration 12Q: 3 clusters Score -3.005197e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 217196 members 
Entering Unmasked Estep 
Score: -30052264.000000 Penalty: 4080.109863
	Iteration 13Q: 3 clusters Score -3.005226e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 218477 members 
Entering Unmasked Estep 
Score: -30052398.000000 Penalty: 4080.109863
	Iteration 14Q: 3 clusters Score -3.00524e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 219708 members 
Entering Unmasked Estep 
Score: -30052476.000000 Penalty: 4080.109863
	Iteration 15Q: 3 clusters Score -3.005248e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -30052692.000000 Penalty: 4080.109863
	Iteration 16Q: 3 clusters Score -3.005269e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 222020 members 
Entering Unmasked Estep 
Score: -30052878.000000 Penalty: 4080.109863
	Iteration 17Q: 3 clusters Score -3.005288e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 223213 members 
Entering Unmasked Estep 
Score: -30052976.000000 Penalty: 4080.109863
	Iteration 18Q: 3 clusters Score -3.005298e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 224424 members 
Entering Unmasked Estep 
Score: -30053306.000000 Penalty: 4080.109863
	Iteration 19Q: 3 clusters Score -3.005331e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 225628 members 
Entering Unmasked Estep 
Score: -30053608.000000 Penalty: 4080.109863
	Iteration 20F: 3 clusters Score -3.005361e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 226885 members 
Entering Unmasked Estep 
Score: -30053910.000000 Penalty: 4080.109863
	Iteration 21Q: 3 clusters Score -3.005391e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 228205 members 
Entering Unmasked Estep 
Score: -30054212.000000 Penalty: 4080.109863
	Iteration 22Q: 3 clusters Score -3.005421e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 229545 members 
Entering Unmasked Estep 
Score: -30054430.000000 Penalty: 4080.109863
	Iteration 23Q: 3 clusters Score -3.005443e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 230981 members 
Entering Unmasked Estep 
Score: -30054790.000000 Penalty: 4080.109863
	Iteration 24Q: 3 clusters Score -3.005479e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 232460 members 
Entering Unmasked Estep 
Score: -30054978.000000 Penalty: 4080.109863
	Iteration 25Q: 3 clusters Score -3.005498e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 233995 members 
Entering Unmasked Estep 
Score: -30055566.000000 Penalty: 4080.109863
	Iteration 26Q: 3 clusters Score -3.005557e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 235661 members 
Entering Unmasked Estep 
Score: -30056024.000000 Penalty: 4080.109863
	Iteration 27Q: 3 clusters Score -3.005602e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 237448 members 
Entering Unmasked Estep 
Score: -30056714.000000 Penalty: 4080.109863
	Iteration 28Q: 3 clusters Score -3.005671e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 239283 members 
Entering Unmasked Estep 
Score: -30057270.000000 Penalty: 4080.109863
	Iteration 29Q: 3 clusters Score -3.005727e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 241216 members 
Entering Unmasked Estep 
Score: -30057956.000000 Penalty: 4080.109863
	Iteration 30Q: 3 clusters Score -3.005796e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 243220 members 
Entering Unmasked Estep 
Score: -30058758.000000 Penalty: 4080.109863
	Iteration 31Q: 3 clusters Score -3.005876e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 245408 members 
Entering Unmasked Estep 
Score: -30060076.000000 Penalty: 4080.109863
	Iteration 32Q: 3 clusters Score -3.006008e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 247704 members 
Entering Unmasked Estep 
Score: -30061162.000000 Penalty: 4080.109863
	Iteration 33Q: 3 clusters Score -3.006116e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 250054 members 
Entering Unmasked Estep 
Score: -30062366.000000 Penalty: 4080.109863
	Iteration 34Q: 3 clusters Score -3.006237e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 252534 members 
Entering Unmasked Estep 
Score: -30063528.000000 Penalty: 4080.109863
	Iteration 35Q: 3 clusters Score -3.006353e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 255064 members 
Entering Unmasked Estep 
Score: -30064850.000000 Penalty: 4080.109863
	Iteration 36Q: 3 clusters Score -3.006485e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 257666 members 
Entering Unmasked Estep 
Score: -30066222.000000 Penalty: 4080.109863
	Iteration 37Q: 3 clusters Score -3.006622e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 260312 members 
Entering Unmasked Estep 
Score: -30067752.000000 Penalty: 4080.109863
	Iteration 38Q: 3 clusters Score -3.006775e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 262978 members 
Entering Unmasked Estep 
Score: -30069362.000000 Penalty: 4080.109863
	Iteration 39Q: 3 clusters Score -3.006936e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 265599 members 
Entering Unmasked Estep 
Score: -30070690.000000 Penalty: 4080.109863
	Iteration 40F: 3 clusters Score -3.007069e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 268098 members 
Entering Unmasked Estep 
Score: -30072128.000000 Penalty: 4080.109863
	Iteration 41Q: 3 clusters Score -3.007213e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 270449 members 
Entering Unmasked Estep 
Score: -30074406.000000 Penalty: 4080.109863
	Iteration 42Q: 3 clusters Score -3.007441e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 272639 members 
Entering Unmasked Estep 
Score: -30075994.000000 Penalty: 4080.109863
	Iteration 43Q: 3 clusters Score -3.007599e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 274761 members 
Entering Unmasked Estep 
Score: -30077258.000000 Penalty: 4080.109863
	Iteration 44Q: 3 clusters Score -3.007726e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 276673 members 
Entering Unmasked Estep 
Score: -30078000.000000 Penalty: 4080.109863
	Iteration 45Q: 3 clusters Score -3.0078e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 278296 members 
Entering Unmasked Estep 
Score: -30078172.000000 Penalty: 4080.109863
	Iteration 46Q: 3 clusters Score -3.007817e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 279594 members 
Entering Unmasked Estep 
Score: -30078338.000000 Penalty: 4080.109863
	Iteration 47Q: 3 clusters Score -3.007834e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 280545 members 
Entering Unmasked Estep 
Score: -30078258.000000 Penalty: 4080.109863
	Iteration 48Q: 3 clusters Score -3.007826e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 281179 members 
Entering Unmasked Estep 
Score: -30078078.000000 Penalty: 4080.109863
	Iteration 49Q: 3 clusters Score -3.007808e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 281611 members 
Entering Unmasked Estep 
Score: -30078140.000000 Penalty: 4080.109863
	Iteration 50Q: 3 clusters Score -3.007814e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 281932 members 
Entering Unmasked Estep 
Score: -30078042.000000 Penalty: 4080.109863
	Iteration 51Q: 3 clusters Score -3.007804e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 282139 members 
Entering Unmasked Estep 
Score: -30077986.000000 Penalty: 4080.109863
	Iteration 52Q: 3 clusters Score -3.007799e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 282291 members 
Entering Unmasked Estep 
Score: -30078016.000000 Penalty: 4080.109863
	Iteration 53Q: 3 clusters Score -3.007802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 282389 members 
Entering Unmasked Estep 
Score: -30077980.000000 Penalty: 4080.109863
	Iteration 54Q: 3 clusters Score -3.007798e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 282466 members 
Entering Unmasked Estep 
Score: -30077998.000000 Penalty: 4080.109863
	Iteration 55Q: 3 clusters Score -3.0078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 282531 members 
Entering Unmasked Estep 
Score: -30077978.000000 Penalty: 4080.109863
	Iteration 56Q: 3 clusters Score -3.007798e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 282565 members 
Entering Unmasked Estep 
Score: -30077982.000000 Penalty: 4080.109863
	Iteration 57Q: 3 clusters Score -3.007798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 282596 members 
Entering Unmasked Estep 
Score: -30077990.000000 Penalty: 4080.109863
	Iteration 58Q: 3 clusters Score -3.007799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 282605 members 
Entering Unmasked Estep 
Score: -30077982.000000 Penalty: 4080.109863
	Iteration 59Q: 3 clusters Score -3.007798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 282624 members 
Entering Unmasked Estep 
Score: -30077964.000000 Penalty: 4080.109863
	Iteration 60F: 3 clusters Score -3.007796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 282632 members 
Entering Unmasked Estep 
Score: -30077982.000000 Penalty: 4080.109863
	Iteration 61Q: 3 clusters Score -3.007798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 282644 members 
Entering Unmasked Estep 
Score: -30077960.000000 Penalty: 4080.109863
	Iteration 62Q: 3 clusters Score -3.007796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 282655 members 
Entering Unmasked Estep 
Score: -30077978.000000 Penalty: 4080.109863
	Iteration 63Q: 3 clusters Score -3.007798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 282662 members 
Entering Unmasked Estep 
Score: -30077998.000000 Penalty: 4080.109863
	Iteration 64Q: 3 clusters Score -3.0078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 282665 members 
Entering Unmasked Estep 
Score: -30077986.000000 Penalty: 4080.109863
	Iteration 65Q: 3 clusters Score -3.007799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 282670 members 
Entering Unmasked Estep 
Score: -30078008.000000 Penalty: 4080.109863
	Iteration 66Q: 3 clusters Score -3.007801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 282682 members 
Entering Unmasked Estep 
Score: -30078014.000000 Penalty: 4080.109863
	Iteration 67Q: 3 clusters Score -3.007801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 282680 members 
Entering Unmasked Estep 
Score: -30078028.000000 Penalty: 4080.109863
	Iteration 68Q: 3 clusters Score -3.007803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 282685 members 
Entering Unmasked Estep 
Score: -30078024.000000 Penalty: 4080.109863
	Iteration 69Q: 3 clusters Score -3.007802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 282692 members 
Entering Unmasked Estep 
Score: -30078032.000000 Penalty: 4080.109863
	Iteration 70Q: 3 clusters Score -3.007803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 282698 members 
Entering Unmasked Estep 
Score: -30077992.000000 Penalty: 4080.109863
	Iteration 71Q: 3 clusters Score -3.007799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 282700 members 
Entering Unmasked Estep 
Score: -30078014.000000 Penalty: 4080.109863
	Iteration 72Q: 3 clusters Score -3.007801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 282700 members 
Entering Unmasked Estep 
Score: -30078038.000000 Penalty: 4080.109863
	Iteration 73Q: 3 clusters Score -3.007804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 282701 members 
Entering Unmasked Estep 
Score: -30078024.000000 Penalty: 4080.109863
	Iteration 74Q: 3 clusters Score -3.007802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 282706 members 
Entering Unmasked Estep 
Score: -30078014.000000 Penalty: 4080.109863
	Iteration 75Q: 3 clusters Score -3.007801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 282716 members 
Entering Unmasked Estep 
Score: -30078028.000000 Penalty: 4080.109863
	Iteration 76Q: 3 clusters Score -3.007803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 282727 members 
Entering Unmasked Estep 
Score: -30078028.000000 Penalty: 4080.109863
	Iteration 77Q: 3 clusters Score -3.007803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 282733 members 
Entering Unmasked Estep 
Score: -30078026.000000 Penalty: 4080.109863
	Iteration 78Q: 3 clusters Score -3.007803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 282734 members 
Entering Unmasked Estep 
Score: -30078032.000000 Penalty: 4080.109863
	Iteration 79Q: 3 clusters Score -3.007803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 282734 members 
Entering Unmasked Estep 
Score: -30078024.000000 Penalty: 4080.109863
	Iteration 80F: 3 clusters Score -3.007802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1542192.625000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -1542193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1532130.625000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -1532131 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1535761.750000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -1535762 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1536400.625000 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -1536401 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1537219.000000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -1537219 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1538054.875000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -1538055 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1538810.750000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -1538811 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1539495.750000 Penalty: 3114.409912
	Iteration 6F: 3 clusters Score -1539496 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1539988.375000 Penalty: 3114.409912
	Iteration 7F: 3 clusters Score -1539988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1540336.625000 Penalty: 3114.409912
	Iteration 8Q: 3 clusters Score -1540337 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1540559.750000 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -1540560 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1540717.875000 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -1540718 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1540815.125000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -1540815 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1540880.125000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -1540880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1540951.000000 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -1540951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1541001.125000 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -1541001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1541033.000000 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -1541033 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1541068.500000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -1541068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1541107.125000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -1541107 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1541148.000000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -1541148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1541179.875000 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -1541180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1541203.125000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -1541203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1541220.250000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -1541220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1541226.500000 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -1541226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1541233.000000 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -1541233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1541241.375000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -1541241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1541250.000000 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -1541250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1541258.000000 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -1541258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1541264.625000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -1541265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1541278.625000 Penalty: 3114.409912
	Iteration 28Q: 3 clusters Score -1541279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1541286.875000 Penalty: 3114.409912
	Iteration 29Q: 3 clusters Score -1541287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1541299.000000 Penalty: 3114.409912
	Iteration 30Q: 3 clusters Score -1541299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1541302.375000 Penalty: 3114.409912
	Iteration 31Q: 3 clusters Score -1541302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1541306.750000 Penalty: 3114.409912
	Iteration 32Q: 3 clusters Score -1541307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1541311.375000 Penalty: 3114.409912
	Iteration 33Q: 3 clusters Score -1541311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1541317.875000 Penalty: 3114.409912
	Iteration 34Q: 3 clusters Score -1541318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1541318.125000 Penalty: 3114.409912
	Iteration 35Q: 3 clusters Score -1541318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1541322.625000 Penalty: 3114.409912
	Iteration 36Q: 3 clusters Score -1541323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1541322.125000 Penalty: 3114.409912
	Iteration 37Q: 3 clusters Score -1541322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1541324.125000 Penalty: 3114.409912
	Iteration 38Q: 3 clusters Score -1541324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1541328.750000 Penalty: 3114.409912
	Iteration 39Q: 3 clusters Score -1541329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1541330.250000 Penalty: 3114.409912
	Iteration 40F: 3 clusters Score -1541330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1541328.500000 Penalty: 3114.409912
	Iteration 41Q: 3 clusters Score -1541328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1541326.375000 Penalty: 3114.409912
	Iteration 42Q: 3 clusters Score -1541326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1541328.250000 Penalty: 3114.409912
	Iteration 43Q: 3 clusters Score -1541328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1541332.750000 Penalty: 3114.409912
	Iteration 44Q: 3 clusters Score -1541333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1541333.500000 Penalty: 3114.409912
	Iteration 45Q: 3 clusters Score -1541334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1541335.500000 Penalty: 3114.409912
	Iteration 46Q: 3 clusters Score -1541336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1541336.375000 Penalty: 3114.409912
	Iteration 47Q: 3 clusters Score -1541336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1541341.500000 Penalty: 3114.409912
	Iteration 48Q: 3 clusters Score -1541342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1541341.500000 Penalty: 3114.409912
	Iteration 49Q: 3 clusters Score -1541342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1541343.375000 Penalty: 3114.409912
	Iteration 50Q: 3 clusters Score -1541343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1541339.500000 Penalty: 3114.409912
	Iteration 51Q: 3 clusters Score -1541340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1541342.875000 Penalty: 3114.409912
	Iteration 52Q: 3 clusters Score -1541343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1541346.375000 Penalty: 3114.409912
	Iteration 53Q: 3 clusters Score -1541346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1541354.750000 Penalty: 3114.409912
	Iteration 54Q: 3 clusters Score -1541355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1541355.250000 Penalty: 3114.409912
	Iteration 55Q: 3 clusters Score -1541355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1541358.375000 Penalty: 3114.409912
	Iteration 56Q: 3 clusters Score -1541358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1541354.500000 Penalty: 3114.409912
	Iteration 57Q: 3 clusters Score -1541354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1541357.375000 Penalty: 3114.409912
	Iteration 58Q: 3 clusters Score -1541357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1541360.500000 Penalty: 3114.409912
	Iteration 59Q: 3 clusters Score -1541360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1541362.250000 Penalty: 3114.409912
	Iteration 60F: 3 clusters Score -1541362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1541363.750000 Penalty: 3114.409912
	Iteration 61Q: 3 clusters Score -1541364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1541366.625000 Penalty: 3114.409912
	Iteration 62Q: 3 clusters Score -1541367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1541368.125000 Penalty: 3114.409912
	Iteration 63Q: 3 clusters Score -1541368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1541371.625000 Penalty: 3114.409912
	Iteration 64Q: 3 clusters Score -1541372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1541371.750000 Penalty: 3114.409912
	Iteration 65Q: 3 clusters Score -1541372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1541375.250000 Penalty: 3114.409912
	Iteration 66Q: 3 clusters Score -1541375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1541373.375000 Penalty: 3114.409912
	Iteration 67Q: 3 clusters Score -1541373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1541374.625000 Penalty: 3114.409912
	Iteration 68Q: 3 clusters Score -1541375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1541378.500000 Penalty: 3114.409912
	Iteration 69Q: 3 clusters Score -1541378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1541378.500000 Penalty: 3114.409912
	Iteration 70F: 3 clusters Score -1541378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11676.096680 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11180.041992 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -11180.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11271.625000 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11271.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11311.813477 Penalty: 1617.438477
	Iteration 2Q: 3 clusters Score -11311.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11331.384766 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11331.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11345.266602 Penalty: 1617.438477
	Iteration 4Q: 3 clusters Score -11345.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11349.237305 Penalty: 1617.438477
	Iteration 5Q: 3 clusters Score -11349.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11349.237305 Penalty: 1617.438477
	Iteration 6F: 3 clusters Score -11349.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Entering Unmasked Estep 
Score: -6160262.500000 Penalty: 1784.988892
	Iteration 0F: 2 clusters Score -6160262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -6120789.000000 Penalty: 3569.977783
	Iteration 0F: 3 clusters Score -6120789 nChanged 27835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6136415.500000 Penalty: 3569.977783
	Iteration 1F: 3 clusters Score -6136416 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -6136972.000000 Penalty: 3569.977783
	Iteration 2Q: 3 clusters Score -6136972 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6137548.000000 Penalty: 3569.977783
	Iteration 3Q: 3 clusters Score -6137548 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -6138194.000000 Penalty: 3569.977783
	Iteration 4Q: 3 clusters Score -6138194 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6139113.000000 Penalty: 3569.977783
	Iteration 5Q: 3 clusters Score -6139113 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -6140781.000000 Penalty: 3569.977783
	Iteration 6F: 3 clusters Score -6140781 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6143614.000000 Penalty: 3569.977783
	Iteration 7F: 3 clusters Score -6143614 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6147907.500000 Penalty: 3569.977783
	Iteration 8F: 3 clusters Score -6147908 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -6152808.500000 Penalty: 3569.977783
	Iteration 9F: 3 clusters Score -6152808 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6156328.500000 Penalty: 3569.977783
	Iteration 10F: 3 clusters Score -6156328 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6157943.500000 Penalty: 3569.977783
	Iteration 11Q: 3 clusters Score -6157944 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6158412.000000 Penalty: 3569.977783
	Iteration 12Q: 3 clusters Score -6158412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6158574.000000 Penalty: 3569.977783
	Iteration 13Q: 3 clusters Score -6158574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6158626.000000 Penalty: 3569.977783
	Iteration 14Q: 3 clusters Score -6158626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6158662.500000 Penalty: 3569.977783
	Iteration 15Q: 3 clusters Score -6158662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6158673.000000 Penalty: 3569.977783
	Iteration 16Q: 3 clusters Score -6158673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6158683.000000 Penalty: 3569.977783
	Iteration 17Q: 3 clusters Score -6158683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6158688.500000 Penalty: 3569.977783
	Iteration 18Q: 3 clusters Score -6158688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6158701.000000 Penalty: 3569.977783
	Iteration 19Q: 3 clusters Score -6158701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6158707.000000 Penalty: 3569.977783
	Iteration 20F: 3 clusters Score -6158707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6158717.000000 Penalty: 3569.977783
	Iteration 21Q: 3 clusters Score -6158717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6158720.000000 Penalty: 3569.977783
	Iteration 22Q: 3 clusters Score -6158720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6158732.000000 Penalty: 3569.977783
	Iteration 23Q: 3 clusters Score -6158732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6158735.500000 Penalty: 3569.977783
	Iteration 24Q: 3 clusters Score -6158736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6158735.500000 Penalty: 3569.977783
	Iteration 25Q: 3 clusters Score -6158736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6158740.000000 Penalty: 3569.977783
	Iteration 26Q: 3 clusters Score -6158740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6158741.500000 Penalty: 3569.977783
	Iteration 27Q: 3 clusters Score -6158742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6158741.500000 Penalty: 3569.977783
	Iteration 28F: 3 clusters Score -6158742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -252986.640625 Penalty: 1274.625366
	Iteration 0F: 2 clusters Score -252986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250524.781250 Penalty: 2549.250732
	Iteration 0F: 3 clusters Score -250524.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251151.890625 Penalty: 2549.250732
	Iteration 1F: 3 clusters Score -251151.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251300.890625 Penalty: 2549.250732
	Iteration 2F: 3 clusters Score -251300.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -251392.484375 Penalty: 2549.250732
	Iteration 3F: 3 clusters Score -251392.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251461.421875 Penalty: 2549.250732
	Iteration 4Q: 3 clusters Score -251461.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -251513.500000 Penalty: 2549.250732
	Iteration 5Q: 3 clusters Score -251513.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -251542.359375 Penalty: 2549.250732
	Iteration 6Q: 3 clusters Score -251542.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251566.296875 Penalty: 2549.250732
	Iteration 7Q: 3 clusters Score -251566.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -251586.203125 Penalty: 2549.250732
	Iteration 8Q: 3 clusters Score -251586.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -251605.859375 Penalty: 2549.250732
	Iteration 9Q: 3 clusters Score -251605.9 nChanged 40
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: -251631.500000 Penalty: 2549.250732
	Iteration 10Q: 3 clusters Score -251631.5 nChanged 43
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: -251660.375000 Penalty: 2549.250732
	Iteration 11Q: 3 clusters Score -251660.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -251686.546875 Penalty: 2549.250732
	Iteration 12Q: 3 clusters Score -251686.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -251705.640625 Penalty: 2549.250732
	Iteration 13Q: 3 clusters Score -251705.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -251726.406250 Penalty: 2549.250732
	Iteration 14Q: 3 clusters Score -251726.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -251745.390625 Penalty: 2549.250732
	Iteration 15Q: 3 clusters Score -251745.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -251764.562500 Penalty: 2549.250732
	Iteration 16Q: 3 clusters Score -251764.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -251780.093750 Penalty: 2549.250732
	Iteration 17Q: 3 clusters Score -251780.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -251801.125000 Penalty: 2549.250732
	Iteration 18Q: 3 clusters Score -251801.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -251820.296875 Penalty: 2549.250732
	Iteration 19Q: 3 clusters Score -251820.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -251835.656250 Penalty: 2549.250732
	Iteration 20F: 3 clusters Score -251835.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -251846.281250 Penalty: 2549.250732
	Iteration 21Q: 3 clusters Score -251846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -251855.031250 Penalty: 2549.250732
	Iteration 22Q: 3 clusters Score -251855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -251858.609375 Penalty: 2549.250732
	Iteration 23Q: 3 clusters Score -251858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -251863.375000 Penalty: 2549.250732
	Iteration 24Q: 3 clusters Score -251863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -251868.359375 Penalty: 2549.250732
	Iteration 25Q: 3 clusters Score -251868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -251871.734375 Penalty: 2549.250732
	Iteration 26Q: 3 clusters Score -251871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -251875.375000 Penalty: 2549.250732
	Iteration 27Q: 3 clusters Score -251875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -251877.906250 Penalty: 2549.250732
	Iteration 28Q: 3 clusters Score -251877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -251880.593750 Penalty: 2549.250732
	Iteration 29Q: 3 clusters Score -251880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -251884.953125 Penalty: 2549.250732
	Iteration 30Q: 3 clusters Score -251885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -251892.687500 Penalty: 2549.250732
	Iteration 31Q: 3 clusters Score -251892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -251901.546875 Penalty: 2549.250732
	Iteration 32Q: 3 clusters Score -251901.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -251910.859375 Penalty: 2549.250732
	Iteration 33Q: 3 clusters Score -251910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -251917.781250 Penalty: 2549.250732
	Iteration 34Q: 3 clusters Score -251917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -251920.453125 Penalty: 2549.250732
	Iteration 35Q: 3 clusters Score -251920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -251920.406250 Penalty: 2549.250732
	Iteration 36Q: 3 clusters Score -251920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -251920.640625 Penalty: 2549.250732
	Iteration 37Q: 3 clusters Score -251920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -251921.125000 Penalty: 2549.250732
	Iteration 38Q: 3 clusters Score -251921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -251921.125000 Penalty: 2549.250732
	Iteration 39F: 3 clusters Score -251921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Entering Unmasked Estep 
Score: -2357491.000000 Penalty: 1628.701782
	Iteration 0F: 2 clusters Score -2357491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2342281.750000 Penalty: 3257.403564
	Iteration 0F: 3 clusters Score -2342282 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2347705.000000 Penalty: 3257.403564
	Iteration 1F: 3 clusters Score -2347705 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2348069.250000 Penalty: 3257.403564
	Iteration 2Q: 3 clusters Score -2348069 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2348359.500000 Penalty: 3257.403564
	Iteration 3Q: 3 clusters Score -2348360 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2348660.500000 Penalty: 3257.403564
	Iteration 4Q: 3 clusters Score -2348660 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2348979.000000 Penalty: 3257.403564
	Iteration 5Q: 3 clusters Score -2348979 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2349345.000000 Penalty: 3257.403564
	Iteration 6Q: 3 clusters Score -2349345 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2349817.000000 Penalty: 3257.403564
	Iteration 7Q: 3 clusters Score -2349817 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2350390.250000 Penalty: 3257.403564
	Iteration 8Q: 3 clusters Score -2350390 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2351110.000000 Penalty: 3257.403564
	Iteration 9F: 3 clusters Score -2351110 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2351951.250000 Penalty: 3257.403564
	Iteration 10F: 3 clusters Score -2351951 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2352960.750000 Penalty: 3257.403564
	Iteration 11F: 3 clusters Score -2352961 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2353966.000000 Penalty: 3257.403564
	Iteration 12F: 3 clusters Score -2353966 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2354766.750000 Penalty: 3257.403564
	Iteration 13Q: 3 clusters Score -2354767 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2355300.000000 Penalty: 3257.403564
	Iteration 14Q: 3 clusters Score -2355300 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2355629.000000 Penalty: 3257.403564
	Iteration 15Q: 3 clusters Score -2355629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2355828.750000 Penalty: 3257.403564
	Iteration 16Q: 3 clusters Score -2355829 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2355916.250000 Penalty: 3257.403564
	Iteration 17Q: 3 clusters Score -2355916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2355967.750000 Penalty: 3257.403564
	Iteration 18Q: 3 clusters Score -2355968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2356011.750000 Penalty: 3257.403564
	Iteration 19Q: 3 clusters Score -2356012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2356035.250000 Penalty: 3257.403564
	Iteration 20F: 3 clusters Score -2356035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2356056.000000 Penalty: 3257.403564
	Iteration 21Q: 3 clusters Score -2356056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2356069.250000 Penalty: 3257.403564
	Iteration 22Q: 3 clusters Score -2356069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2356077.500000 Penalty: 3257.403564
	Iteration 23Q: 3 clusters Score -2356078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2356085.500000 Penalty: 3257.403564
	Iteration 24Q: 3 clusters Score -2356086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2356095.500000 Penalty: 3257.403564
	Iteration 25Q: 3 clusters Score -2356096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2356098.000000 Penalty: 3257.403564
	Iteration 26Q: 3 clusters Score -2356098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2356098.250000 Penalty: 3257.403564
	Iteration 27Q: 3 clusters Score -2356098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2356098.250000 Penalty: 3257.403564
	Iteration 28F: 3 clusters Score -2356098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Entering Unmasked Estep 
Score: -2754159.500000 Penalty: 1647.329590
	Iteration 0F: 2 clusters Score -2754160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2736903.500000 Penalty: 3294.659180
	Iteration 0F: 3 clusters Score -2736904 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2743328.750000 Penalty: 3294.659180
	Iteration 1F: 3 clusters Score -2743329 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2743660.000000 Penalty: 3294.659180
	Iteration 2Q: 3 clusters Score -2743660 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2744011.500000 Penalty: 3294.659180
	Iteration 3Q: 3 clusters Score -2744012 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2744364.750000 Penalty: 3294.659180
	Iteration 4Q: 3 clusters Score -2744365 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2744830.250000 Penalty: 3294.659180
	Iteration 5Q: 3 clusters Score -2744830 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2745515.500000 Penalty: 3294.659180
	Iteration 6Q: 3 clusters Score -2745516 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2746491.500000 Penalty: 3294.659180
	Iteration 7F: 3 clusters Score -2746492 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2747783.500000 Penalty: 3294.659180
	Iteration 8F: 3 clusters Score -2747784 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2749351.250000 Penalty: 3294.659180
	Iteration 9F: 3 clusters Score -2749351 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2750860.500000 Penalty: 3294.659180
	Iteration 10F: 3 clusters Score -2750860 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2751805.250000 Penalty: 3294.659180
	Iteration 11Q: 3 clusters Score -2751805 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2752266.750000 Penalty: 3294.659180
	Iteration 12Q: 3 clusters Score -2752267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2752487.750000 Penalty: 3294.659180
	Iteration 13Q: 3 clusters Score -2752488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2752591.000000 Penalty: 3294.659180
	Iteration 14Q: 3 clusters Score -2752591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2752648.250000 Penalty: 3294.659180
	Iteration 15Q: 3 clusters Score -2752648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2752696.000000 Penalty: 3294.659180
	Iteration 16Q: 3 clusters Score -2752696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2752723.500000 Penalty: 3294.659180
	Iteration 17Q: 3 clusters Score -2752724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2752742.000000 Penalty: 3294.659180
	Iteration 18Q: 3 clusters Score -2752742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2752749.750000 Penalty: 3294.659180
	Iteration 19Q: 3 clusters Score -2752750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2752760.500000 Penalty: 3294.659180
	Iteration 20F: 3 clusters Score -2752760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2752768.750000 Penalty: 3294.659180
	Iteration 21Q: 3 clusters Score -2752769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2752768.750000 Penalty: 3294.659180
	Iteration 22Q: 3 clusters Score -2752769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2752769.500000 Penalty: 3294.659180
	Iteration 23Q: 3 clusters Score -2752770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2752769.500000 Penalty: 3294.659180
	Iteration 24F: 3 clusters Score -2752770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -13110.834961 Penalty: 830.697998
	Iteration 0F: 2 clusters Score -13110.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12522.238281 Penalty: 1661.395996
	Iteration 0F: 3 clusters Score -12522.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12634.243164 Penalty: 1661.395996
	Iteration 1F: 3 clusters Score -12634.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12661.046875 Penalty: 1661.395996
	Iteration 2Q: 3 clusters Score -12661.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12712.067383 Penalty: 1661.395996
	Iteration 3F: 3 clusters Score -12712.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12742.752930 Penalty: 1661.395996
	Iteration 4Q: 3 clusters Score -12742.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12761.821289 Penalty: 1661.395996
	Iteration 5Q: 3 clusters Score -12761.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12798.024414 Penalty: 1661.395996
	Iteration 6Q: 3 clusters Score -12798.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12802.459961 Penalty: 1661.395996
	Iteration 7Q: 3 clusters Score -12802.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12812.403320 Penalty: 1661.395996
	Iteration 8Q: 3 clusters Score -12812.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12812.403320 Penalty: 1661.395996
	Iteration 9F: 3 clusters Score -12812.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -447838.906250 Penalty: 1370.211548
	Iteration 0F: 2 clusters Score -447838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -444150.125000 Penalty: 2740.423096
	Iteration 0F: 3 clusters Score -444150.1 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -445169.062500 Penalty: 2740.423096
	Iteration 1F: 3 clusters Score -445169.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -445369.031250 Penalty: 2740.423096
	Iteration 2F: 3 clusters Score -445369 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -445541.656250 Penalty: 2740.423096
	Iteration 3F: 3 clusters Score -445541.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -445693.187500 Penalty: 2740.423096
	Iteration 4Q: 3 clusters Score -445693.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -445838.687500 Penalty: 2740.423096
	Iteration 5Q: 3 clusters Score -445838.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -445968.406250 Penalty: 2740.423096
	Iteration 6Q: 3 clusters Score -445968.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -446086.718750 Penalty: 2740.423096
	Iteration 7Q: 3 clusters Score -446086.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -446188.843750 Penalty: 2740.423096
	Iteration 8Q: 3 clusters Score -446188.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -446296.375000 Penalty: 2740.423096
	Iteration 9Q: 3 clusters Score -446296.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -446382.281250 Penalty: 2740.423096
	Iteration 10Q: 3 clusters Score -446382.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -446444.750000 Penalty: 2740.423096
	Iteration 11Q: 3 clusters Score -446444.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -446519.875000 Penalty: 2740.423096
	Iteration 12Q: 3 clusters Score -446519.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -446609.531250 Penalty: 2740.423096
	Iteration 13Q: 3 clusters Score -446609.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -446667.593750 Penalty: 2740.423096
	Iteration 14Q: 3 clusters Score -446667.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -446717.437500 Penalty: 2740.423096
	Iteration 15Q: 3 clusters Score -446717.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -446767.156250 Penalty: 2740.423096
	Iteration 16Q: 3 clusters Score -446767.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -446822.812500 Penalty: 2740.423096
	Iteration 17Q: 3 clusters Score -446822.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -446863.375000 Penalty: 2740.423096
	Iteration 18Q: 3 clusters Score -446863.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -446893.875000 Penalty: 2740.423096
	Iteration 19Q: 3 clusters Score -446893.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -446920.625000 Penalty: 2740.423096
	Iteration 20F: 3 clusters Score -446920.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -446933.406250 Penalty: 2740.423096
	Iteration 21Q: 3 clusters Score -446933.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -446938.937500 Penalty: 2740.423096
	Iteration 22Q: 3 clusters Score -446938.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -446944.468750 Penalty: 2740.423096
	Iteration 23Q: 3 clusters Score -446944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -446949.093750 Penalty: 2740.423096
	Iteration 24Q: 3 clusters Score -446949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -446952.187500 Penalty: 2740.423096
	Iteration 25Q: 3 clusters Score -446952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -446955.125000 Penalty: 2740.423096
	Iteration 26Q: 3 clusters Score -446955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -446957.750000 Penalty: 2740.423096
	Iteration 27Q: 3 clusters Score -446957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -446959.406250 Penalty: 2740.423096
	Iteration 28Q: 3 clusters Score -446959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -446961.437500 Penalty: 2740.423096
	Iteration 29Q: 3 clusters Score -446961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -446962.843750 Penalty: 2740.423096
	Iteration 30Q: 3 clusters Score -446962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -446962.718750 Penalty: 2740.423096
	Iteration 31Q: 3 clusters Score -446962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -446963.093750 Penalty: 2740.423096
	Iteration 32Q: 3 clusters Score -446963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -446963.375000 Penalty: 2740.423096
	Iteration 33Q: 3 clusters Score -446963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -446963.375000 Penalty: 2740.423096
	Iteration 34F: 3 clusters Score -446963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -185736.093750 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -185736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -183786.031250 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -183786 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -184180.484375 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -184180.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184283.484375 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -184283.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184369.531250 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -184369.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184434.968750 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -184435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -184473.718750 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -184473.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184499.812500 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -184499.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -184518.562500 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -184518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -184532.765625 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -184532.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -184545.375000 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -184545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184556.406250 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -184556.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184566.875000 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -184566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -184579.062500 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -184579.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -184589.125000 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -184589.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184599.046875 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -184599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -184608.750000 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -184608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -184615.781250 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -184615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -184619.671875 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -184619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -184621.765625 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -184621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184624.546875 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -184624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -184627.593750 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -184627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -184630.156250 Penalty: 2432.967041
	Iteration 21Q: 3 clusters Score -184630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184630.390625 Penalty: 2432.967041
	Iteration 22Q: 3 clusters Score -184630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184630.390625 Penalty: 2432.967041
	Iteration 23F: 3 clusters Score -184630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Entering Unmasked Estep 
Score: -16718176.000000 Penalty: 1943.535156
	Iteration 0F: 2 clusters Score -1.671818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -16614976.000000 Penalty: 3887.070312
	Iteration 0F: 3 clusters Score -1.661498e+07 nChanged 75493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -16659269.000000 Penalty: 3887.070312
	Iteration 1F: 3 clusters Score -1.665927e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -16660908.000000 Penalty: 3887.070312
	Iteration 2Q: 3 clusters Score -1.666091e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -16663532.000000 Penalty: 3887.070312
	Iteration 3Q: 3 clusters Score -1.666353e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -16667709.000000 Penalty: 3887.070312
	Iteration 4F: 3 clusters Score -1.666771e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -16674204.000000 Penalty: 3887.070312
	Iteration 5F: 3 clusters Score -1.66742e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -16683514.000000 Penalty: 3887.070312
	Iteration 6F: 3 clusters Score -1.668351e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -16694179.000000 Penalty: 3887.070312
	Iteration 7F: 3 clusters Score -1.669418e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -16702305.000000 Penalty: 3887.070312
	Iteration 8F: 3 clusters Score -1.67023e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -16706306.000000 Penalty: 3887.070312
	Iteration 9Q: 3 clusters Score -1.670631e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -16708440.000000 Penalty: 3887.070312
	Iteration 10Q: 3 clusters Score -1.670844e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -16710116.000000 Penalty: 3887.070312
	Iteration 11Q: 3 clusters Score -1.671012e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -16711451.000000 Penalty: 3887.070312
	Iteration 12Q: 3 clusters Score -1.671145e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -16712468.000000 Penalty: 3887.070312
	Iteration 13Q: 3 clusters Score -1.671247e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -16713148.000000 Penalty: 3887.070312
	Iteration 14Q: 3 clusters Score -1.671315e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -16713685.000000 Penalty: 3887.070312
	Iteration 15Q: 3 clusters Score -1.671368e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -16714187.000000 Penalty: 3887.070312
	Iteration 16Q: 3 clusters Score -1.671419e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -16714565.000000 Penalty: 3887.070312
	Iteration 17Q: 3 clusters Score -1.671456e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -16714964.000000 Penalty: 3887.070312
	Iteration 18Q: 3 clusters Score -1.671496e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -16715262.000000 Penalty: 3887.070312
	Iteration 19Q: 3 clusters Score -1.671526e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -16715548.000000 Penalty: 3887.070312
	Iteration 20F: 3 clusters Score -1.671555e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -16715831.000000 Penalty: 3887.070312
	Iteration 21Q: 3 clusters Score -1.671583e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -16716122.000000 Penalty: 3887.070312
	Iteration 22Q: 3 clusters Score -1.671612e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137021 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -16716407.000000 Penalty: 3887.070312
	Iteration 23Q: 3 clusters Score -1.671641e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -16716584.000000 Penalty: 3887.070312
	Iteration 24Q: 3 clusters Score -1.671658e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -16716788.000000 Penalty: 3887.070312
	Iteration 25Q: 3 clusters Score -1.671679e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -16717084.000000 Penalty: 3887.070312
	Iteration 26Q: 3 clusters Score -1.671708e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -16717240.000000 Penalty: 3887.070312
	Iteration 27Q: 3 clusters Score -1.671724e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143500 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -16717397.000000 Penalty: 3887.070312
	Iteration 28Q: 3 clusters Score -1.67174e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -16717618.000000 Penalty: 3887.070312
	Iteration 29Q: 3 clusters Score -1.671762e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -16717690.000000 Penalty: 3887.070312
	Iteration 30Q: 3 clusters Score -1.671769e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -16717769.000000 Penalty: 3887.070312
	Iteration 31Q: 3 clusters Score -1.671777e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -16717861.000000 Penalty: 3887.070312
	Iteration 32Q: 3 clusters Score -1.671786e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148621 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -16717838.000000 Penalty: 3887.070312
	Iteration 33Q: 3 clusters Score -1.671784e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -16717938.000000 Penalty: 3887.070312
	Iteration 34Q: 3 clusters Score -1.671794e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150100 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -16717916.000000 Penalty: 3887.070312
	Iteration 35Q: 3 clusters Score -1.671792e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -16717946.000000 Penalty: 3887.070312
	Iteration 36Q: 3 clusters Score -1.671795e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -16717962.000000 Penalty: 3887.070312
	Iteration 37Q: 3 clusters Score -1.671796e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -16717915.000000 Penalty: 3887.070312
	Iteration 38Q: 3 clusters Score -1.671792e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152183 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -16717861.000000 Penalty: 3887.070312
	Iteration 39Q: 3 clusters Score -1.671786e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -16717823.000000 Penalty: 3887.070312
	Iteration 40F: 3 clusters Score -1.671782e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -16717866.000000 Penalty: 3887.070312
	Iteration 41Q: 3 clusters Score -1.671787e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -16717833.000000 Penalty: 3887.070312
	Iteration 42Q: 3 clusters Score -1.671783e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -16717841.000000 Penalty: 3887.070312
	Iteration 43Q: 3 clusters Score -1.671784e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16717759.000000 Penalty: 3887.070312
	Iteration 44Q: 3 clusters Score -1.671776e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153951 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -16717724.000000 Penalty: 3887.070312
	Iteration 45Q: 3 clusters Score -1.671772e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -16717691.000000 Penalty: 3887.070312
	Iteration 46Q: 3 clusters Score -1.671769e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -16717673.000000 Penalty: 3887.070312
	Iteration 47Q: 3 clusters Score -1.671767e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16717656.000000 Penalty: 3887.070312
	Iteration 48Q: 3 clusters Score -1.671766e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16717644.000000 Penalty: 3887.070312
	Iteration 49Q: 3 clusters Score -1.671764e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -16717645.000000 Penalty: 3887.070312
	Iteration 50Q: 3 clusters Score -1.671764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -16717631.000000 Penalty: 3887.070312
	Iteration 51Q: 3 clusters Score -1.671763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16717618.000000 Penalty: 3887.070312
	Iteration 52Q: 3 clusters Score -1.671762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16717628.000000 Penalty: 3887.070312
	Iteration 53Q: 3 clusters Score -1.671763e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16717624.000000 Penalty: 3887.070312
	Iteration 54Q: 3 clusters Score -1.671762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -16717633.000000 Penalty: 3887.070312
	Iteration 55Q: 3 clusters Score -1.671763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16717607.000000 Penalty: 3887.070312
	Iteration 56Q: 3 clusters Score -1.671761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16717617.000000 Penalty: 3887.070312
	Iteration 57Q: 3 clusters Score -1.671762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -16717596.000000 Penalty: 3887.070312
	Iteration 58Q: 3 clusters Score -1.67176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16717593.000000 Penalty: 3887.070312
	Iteration 59Q: 3 clusters Score -1.671759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16717571.000000 Penalty: 3887.070312
	Iteration 60F: 3 clusters Score -1.671757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -16717569.000000 Penalty: 3887.070312
	Iteration 61Q: 3 clusters Score -1.671757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16717564.000000 Penalty: 3887.070312
	Iteration 62Q: 3 clusters Score -1.671756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154900 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16717561.000000 Penalty: 3887.070312
	Iteration 63Q: 3 clusters Score -1.671756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16717564.000000 Penalty: 3887.070312
	Iteration 64Q: 3 clusters Score -1.671756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16717574.000000 Penalty: 3887.070312
	Iteration 65Q: 3 clusters Score -1.671757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16717573.000000 Penalty: 3887.070312
	Iteration 66Q: 3 clusters Score -1.671757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16717578.000000 Penalty: 3887.070312
	Iteration 67Q: 3 clusters Score -1.671758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16717581.000000 Penalty: 3887.070312
	Iteration 68Q: 3 clusters Score -1.671758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16717595.000000 Penalty: 3887.070312
	Iteration 69Q: 3 clusters Score -1.67176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -16717601.000000 Penalty: 3887.070312
	Iteration 70Q: 3 clusters Score -1.67176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16717596.000000 Penalty: 3887.070312
	Iteration 71Q: 3 clusters Score -1.67176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16717609.000000 Penalty: 3887.070312
	Iteration 72Q: 3 clusters Score -1.671761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -16717606.000000 Penalty: 3887.070312
	Iteration 73Q: 3 clusters Score -1.671761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16717605.000000 Penalty: 3887.070312
	Iteration 74Q: 3 clusters Score -1.67176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16717599.000000 Penalty: 3887.070312
	Iteration 75Q: 3 clusters Score -1.67176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16717599.000000 Penalty: 3887.070312
	Iteration 76F: 3 clusters Score -1.67176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -490087.750000 Penalty: 1367.571533
	Iteration 0F: 2 clusters Score -490087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -486405.625000 Penalty: 2735.143066
	Iteration 0F: 3 clusters Score -486405.6 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -487413.625000 Penalty: 2735.143066
	Iteration 1F: 3 clusters Score -487413.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -487626.406250 Penalty: 2735.143066
	Iteration 2F: 3 clusters Score -487626.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -487764.937500 Penalty: 2735.143066
	Iteration 3F: 3 clusters Score -487764.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -487868.125000 Penalty: 2735.143066
	Iteration 4Q: 3 clusters Score -487868.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -487934.000000 Penalty: 2735.143066
	Iteration 5Q: 3 clusters Score -487934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -487979.250000 Penalty: 2735.143066
	Iteration 6Q: 3 clusters Score -487979.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -488013.781250 Penalty: 2735.143066
	Iteration 7Q: 3 clusters Score -488013.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488043.375000 Penalty: 2735.143066
	Iteration 8Q: 3 clusters Score -488043.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488067.500000 Penalty: 2735.143066
	Iteration 9Q: 3 clusters Score -488067.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -488094.031250 Penalty: 2735.143066
	Iteration 10Q: 3 clusters Score -488094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488120.406250 Penalty: 2735.143066
	Iteration 11Q: 3 clusters Score -488120.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488146.062500 Penalty: 2735.143066
	Iteration 12Q: 3 clusters Score -488146.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -488177.312500 Penalty: 2735.143066
	Iteration 13Q: 3 clusters Score -488177.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -488208.812500 Penalty: 2735.143066
	Iteration 14Q: 3 clusters Score -488208.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -488237.250000 Penalty: 2735.143066
	Iteration 15Q: 3 clusters Score -488237.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -488262.625000 Penalty: 2735.143066
	Iteration 16Q: 3 clusters Score -488262.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -488292.781250 Penalty: 2735.143066
	Iteration 17Q: 3 clusters Score -488292.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -488322.250000 Penalty: 2735.143066
	Iteration 18Q: 3 clusters Score -488322.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -488353.531250 Penalty: 2735.143066
	Iteration 19Q: 3 clusters Score -488353.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -488385.031250 Penalty: 2735.143066
	Iteration 20F: 3 clusters Score -488385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -488404.781250 Penalty: 2735.143066
	Iteration 21Q: 3 clusters Score -488404.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -488421.406250 Penalty: 2735.143066
	Iteration 22Q: 3 clusters Score -488421.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -488443.843750 Penalty: 2735.143066
	Iteration 23Q: 3 clusters Score -488443.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -488466.468750 Penalty: 2735.143066
	Iteration 24Q: 3 clusters Score -488466.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -488484.937500 Penalty: 2735.143066
	Iteration 25Q: 3 clusters Score -488484.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -488495.031250 Penalty: 2735.143066
	Iteration 26Q: 3 clusters Score -488495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -488502.093750 Penalty: 2735.143066
	Iteration 27Q: 3 clusters Score -488502.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -488509.937500 Penalty: 2735.143066
	Iteration 28Q: 3 clusters Score -488509.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -488515.968750 Penalty: 2735.143066
	Iteration 29Q: 3 clusters Score -488516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -488520.906250 Penalty: 2735.143066
	Iteration 30Q: 3 clusters Score -488520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -488524.031250 Penalty: 2735.143066
	Iteration 31Q: 3 clusters Score -488524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -488528.218750 Penalty: 2735.143066
	Iteration 32Q: 3 clusters Score -488528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -488530.000000 Penalty: 2735.143066
	Iteration 33Q: 3 clusters Score -488530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -488530.750000 Penalty: 2735.143066
	Iteration 34Q: 3 clusters Score -488530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -488532.562500 Penalty: 2735.143066
	Iteration 35Q: 3 clusters Score -488532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -488532.750000 Penalty: 2735.143066
	Iteration 36Q: 3 clusters Score -488532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -488532.968750 Penalty: 2735.143066
	Iteration 37Q: 3 clusters Score -488533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -488533.437500 Penalty: 2735.143066
	Iteration 38Q: 3 clusters Score -488533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -488534.437500 Penalty: 2735.143066
	Iteration 39Q: 3 clusters Score -488534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -488535.812500 Penalty: 2735.143066
	Iteration 40F: 3 clusters Score -488535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -488537.875000 Penalty: 2735.143066
	Iteration 41Q: 3 clusters Score -488537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -488539.125000 Penalty: 2735.143066
	Iteration 42Q: 3 clusters Score -488539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -488541.718750 Penalty: 2735.143066
	Iteration 43Q: 3 clusters Score -488541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -488542.937500 Penalty: 2735.143066
	Iteration 44Q: 3 clusters Score -488542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -488543.812500 Penalty: 2735.143066
	Iteration 45Q: 3 clusters Score -488543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -488545.093750 Penalty: 2735.143066
	Iteration 46Q: 3 clusters Score -488545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -488545.812500 Penalty: 2735.143066
	Iteration 47Q: 3 clusters Score -488545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -488548.187500 Penalty: 2735.143066
	Iteration 48Q: 3 clusters Score -488548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -488550.843750 Penalty: 2735.143066
	Iteration 49Q: 3 clusters Score -488550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -488554.562500 Penalty: 2735.143066
	Iteration 50Q: 3 clusters Score -488554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -488557.937500 Penalty: 2735.143066
	Iteration 51Q: 3 clusters Score -488557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -488560.250000 Penalty: 2735.143066
	Iteration 52Q: 3 clusters Score -488560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -488560.937500 Penalty: 2735.143066
	Iteration 53Q: 3 clusters Score -488560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -488562.718750 Penalty: 2735.143066
	Iteration 54Q: 3 clusters Score -488562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -488562.937500 Penalty: 2735.143066
	Iteration 55Q: 3 clusters Score -488562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -488562.906250 Penalty: 2735.143066
	Iteration 56Q: 3 clusters Score -488562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -488563.312500 Penalty: 2735.143066
	Iteration 57Q: 3 clusters Score -488563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -488563.593750 Penalty: 2735.143066
	Iteration 58Q: 3 clusters Score -488563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488566.781250 Penalty: 2735.143066
	Iteration 59Q: 3 clusters Score -488566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488566.625000 Penalty: 2735.143066
	Iteration 60F: 3 clusters Score -488566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -488566.531250 Penalty: 2735.143066
	Iteration 61Q: 3 clusters Score -488566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -488566.531250 Penalty: 2735.143066
	Iteration 62F: 3 clusters Score -488566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (159154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159154 members 
Entering Unmasked Estep 
Score: -17040306.000000 Penalty: 1946.364502
	Iteration 0F: 2 clusters Score -1.704031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -16937832.000000 Penalty: 3892.729004
	Iteration 0F: 3 clusters Score -1.693783e+07 nChanged 76829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -16983898.000000 Penalty: 3892.729004
	Iteration 1F: 3 clusters Score -1.69839e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -16986164.000000 Penalty: 3892.729004
	Iteration 2Q: 3 clusters Score -1.698616e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -16989564.000000 Penalty: 3892.729004
	Iteration 3Q: 3 clusters Score -1.698956e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -16994926.000000 Penalty: 3892.729004
	Iteration 4F: 3 clusters Score -1.699493e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -17002284.000000 Penalty: 3892.729004
	Iteration 5F: 3 clusters Score -1.700228e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 97590 members 
Entering Unmasked Estep 
Score: -17011112.000000 Penalty: 3892.729004
	Iteration 6F: 3 clusters Score -1.701111e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -17018390.000000 Penalty: 3892.729004
	Iteration 7F: 3 clusters Score -1.701839e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -17022376.000000 Penalty: 3892.729004
	Iteration 8F: 3 clusters Score -1.702238e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -17023858.000000 Penalty: 3892.729004
	Iteration 9Q: 3 clusters Score -1.702386e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -17024668.000000 Penalty: 3892.729004
	Iteration 10Q: 3 clusters Score -1.702467e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -17025428.000000 Penalty: 3892.729004
	Iteration 11Q: 3 clusters Score -1.702543e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -17026202.000000 Penalty: 3892.729004
	Iteration 12Q: 3 clusters Score -1.70262e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -17027090.000000 Penalty: 3892.729004
	Iteration 13Q: 3 clusters Score -1.702709e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -17027978.000000 Penalty: 3892.729004
	Iteration 14Q: 3 clusters Score -1.702798e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -17028914.000000 Penalty: 3892.729004
	Iteration 15Q: 3 clusters Score -1.702891e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 115434 members 
Entering Unmasked Estep 
Score: -17029712.000000 Penalty: 3892.729004
	Iteration 16Q: 3 clusters Score -1.702971e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -17030496.000000 Penalty: 3892.729004
	Iteration 17Q: 3 clusters Score -1.70305e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -17031108.000000 Penalty: 3892.729004
	Iteration 18Q: 3 clusters Score -1.703111e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -17031686.000000 Penalty: 3892.729004
	Iteration 19Q: 3 clusters Score -1.703169e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
Score: -17032360.000000 Penalty: 3892.729004
	Iteration 20F: 3 clusters Score -1.703236e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -17032906.000000 Penalty: 3892.729004
	Iteration 21Q: 3 clusters Score -1.703291e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -17033380.000000 Penalty: 3892.729004
	Iteration 22Q: 3 clusters Score -1.703338e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -17033916.000000 Penalty: 3892.729004
	Iteration 23Q: 3 clusters Score -1.703392e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 129171 members 
Entering Unmasked Estep 
Score: -17034524.000000 Penalty: 3892.729004
	Iteration 24Q: 3 clusters Score -1.703452e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -17034908.000000 Penalty: 3892.729004
	Iteration 25Q: 3 clusters Score -1.703491e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 132445 members 
Entering Unmasked Estep 
Score: -17035380.000000 Penalty: 3892.729004
	Iteration 26Q: 3 clusters Score -1.703538e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 134050 members 
Entering Unmasked Estep 
Score: -17035898.000000 Penalty: 3892.729004
	Iteration 27Q: 3 clusters Score -1.70359e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 135595 members 
Entering Unmasked Estep 
Score: -17036412.000000 Penalty: 3892.729004
	Iteration 28Q: 3 clusters Score -1.703641e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -17036806.000000 Penalty: 3892.729004
	Iteration 29Q: 3 clusters Score -1.703681e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -17037192.000000 Penalty: 3892.729004
	Iteration 30Q: 3 clusters Score -1.703719e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -17037616.000000 Penalty: 3892.729004
	Iteration 31Q: 3 clusters Score -1.703762e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -17037932.000000 Penalty: 3892.729004
	Iteration 32Q: 3 clusters Score -1.703793e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -17038284.000000 Penalty: 3892.729004
	Iteration 33Q: 3 clusters Score -1.703828e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -17038552.000000 Penalty: 3892.729004
	Iteration 34Q: 3 clusters Score -1.703855e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -17038772.000000 Penalty: 3892.729004
	Iteration 35Q: 3 clusters Score -1.703877e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -17038916.000000 Penalty: 3892.729004
	Iteration 36Q: 3 clusters Score -1.703892e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 145909 members 
Entering Unmasked Estep 
Score: -17039094.000000 Penalty: 3892.729004
	Iteration 37Q: 3 clusters Score -1.703909e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -17039240.000000 Penalty: 3892.729004
	Iteration 38Q: 3 clusters Score -1.703924e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -17039364.000000 Penalty: 3892.729004
	Iteration 39Q: 3 clusters Score -1.703936e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -17039460.000000 Penalty: 3892.729004
	Iteration 40F: 3 clusters Score -1.703946e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 148641 members 
Entering Unmasked Estep 
Score: -17039562.000000 Penalty: 3892.729004
	Iteration 41Q: 3 clusters Score -1.703956e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -17039660.000000 Penalty: 3892.729004
	Iteration 42Q: 3 clusters Score -1.703966e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -17039714.000000 Penalty: 3892.729004
	Iteration 43Q: 3 clusters Score -1.703971e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 150116 members 
Entering Unmasked Estep 
Score: -17039704.000000 Penalty: 3892.729004
	Iteration 44Q: 3 clusters Score -1.70397e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 150477 members 
Entering Unmasked Estep 
Score: -17039750.000000 Penalty: 3892.729004
	Iteration 45Q: 3 clusters Score -1.703975e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -17039742.000000 Penalty: 3892.729004
	Iteration 46Q: 3 clusters Score -1.703974e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -17039742.000000 Penalty: 3892.729004
	Iteration 47Q: 3 clusters Score -1.703974e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -17039730.000000 Penalty: 3892.729004
	Iteration 48Q: 3 clusters Score -1.703973e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 151727 members 
Entering Unmasked Estep 
Score: -17039770.000000 Penalty: 3892.729004
	Iteration 49Q: 3 clusters Score -1.703977e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 151985 members 
Entering Unmasked Estep 
Score: -17039802.000000 Penalty: 3892.729004
	Iteration 50Q: 3 clusters Score -1.70398e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -17039824.000000 Penalty: 3892.729004
	Iteration 51Q: 3 clusters Score -1.703982e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -17039770.000000 Penalty: 3892.729004
	Iteration 52Q: 3 clusters Score -1.703977e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -17039716.000000 Penalty: 3892.729004
	Iteration 53Q: 3 clusters Score -1.703972e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 152791 members 
Entering Unmasked Estep 
Score: -17039732.000000 Penalty: 3892.729004
	Iteration 54Q: 3 clusters Score -1.703973e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -17039740.000000 Penalty: 3892.729004
	Iteration 55Q: 3 clusters Score -1.703974e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 153077 members 
Entering Unmasked Estep 
Score: -17039712.000000 Penalty: 3892.729004
	Iteration 56Q: 3 clusters Score -1.703971e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 153196 members 
Entering Unmasked Estep 
Score: -17039734.000000 Penalty: 3892.729004
	Iteration 57Q: 3 clusters Score -1.703973e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 153308 members 
Entering Unmasked Estep 
Score: -17039688.000000 Penalty: 3892.729004
	Iteration 58Q: 3 clusters Score -1.703969e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 153404 members 
Entering Unmasked Estep 
Score: -17039700.000000 Penalty: 3892.729004
	Iteration 59Q: 3 clusters Score -1.70397e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -17039698.000000 Penalty: 3892.729004
	Iteration 60F: 3 clusters Score -1.70397e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -17039692.000000 Penalty: 3892.729004
	Iteration 61Q: 3 clusters Score -1.703969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -17039674.000000 Penalty: 3892.729004
	Iteration 62Q: 3 clusters Score -1.703967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 153691 members 
Entering Unmasked Estep 
Score: -17039692.000000 Penalty: 3892.729004
	Iteration 63Q: 3 clusters Score -1.703969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 153749 members 
Entering Unmasked Estep 
Score: -17039702.000000 Penalty: 3892.729004
	Iteration 64Q: 3 clusters Score -1.70397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -17039678.000000 Penalty: 3892.729004
	Iteration 65Q: 3 clusters Score -1.703968e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 153856 members 
Entering Unmasked Estep 
Score: -17039648.000000 Penalty: 3892.729004
	Iteration 66Q: 3 clusters Score -1.703965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 153910 members 
Entering Unmasked Estep 
Score: -17039682.000000 Penalty: 3892.729004
	Iteration 67Q: 3 clusters Score -1.703968e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -17039702.000000 Penalty: 3892.729004
	Iteration 68Q: 3 clusters Score -1.70397e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 154042 members 
Entering Unmasked Estep 
Score: -17039724.000000 Penalty: 3892.729004
	Iteration 69Q: 3 clusters Score -1.703972e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -17039714.000000 Penalty: 3892.729004
	Iteration 70Q: 3 clusters Score -1.703971e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -17039736.000000 Penalty: 3892.729004
	Iteration 71Q: 3 clusters Score -1.703974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 154177 members 
Entering Unmasked Estep 
Score: -17039748.000000 Penalty: 3892.729004
	Iteration 72Q: 3 clusters Score -1.703975e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -17039744.000000 Penalty: 3892.729004
	Iteration 73Q: 3 clusters Score -1.703974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 154265 members 
Entering Unmasked Estep 
Score: -17039750.000000 Penalty: 3892.729004
	Iteration 74Q: 3 clusters Score -1.703975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -17039754.000000 Penalty: 3892.729004
	Iteration 75Q: 3 clusters Score -1.703975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -17039760.000000 Penalty: 3892.729004
	Iteration 76Q: 3 clusters Score -1.703976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -17039750.000000 Penalty: 3892.729004
	Iteration 77Q: 3 clusters Score -1.703975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -17039738.000000 Penalty: 3892.729004
	Iteration 78Q: 3 clusters Score -1.703974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 154383 members 
Entering Unmasked Estep 
Score: -17039752.000000 Penalty: 3892.729004
	Iteration 79Q: 3 clusters Score -1.703975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -17039746.000000 Penalty: 3892.729004
	Iteration 80F: 3 clusters Score -1.703975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -17039764.000000 Penalty: 3892.729004
	Iteration 81Q: 3 clusters Score -1.703976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -17039768.000000 Penalty: 3892.729004
	Iteration 82Q: 3 clusters Score -1.703977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -17039768.000000 Penalty: 3892.729004
	Iteration 83Q: 3 clusters Score -1.703977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -17039766.000000 Penalty: 3892.729004
	Iteration 84Q: 3 clusters Score -1.703977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 154473 members 
Entering Unmasked Estep 
Score: -17039760.000000 Penalty: 3892.729004
	Iteration 85Q: 3 clusters Score -1.703976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -17039746.000000 Penalty: 3892.729004
	Iteration 86Q: 3 clusters Score -1.703975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -17039748.000000 Penalty: 3892.729004
	Iteration 87Q: 3 clusters Score -1.703975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -17039752.000000 Penalty: 3892.729004
	Iteration 88Q: 3 clusters Score -1.703975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -17039750.000000 Penalty: 3892.729004
	Iteration 89Q: 3 clusters Score -1.703975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -17039734.000000 Penalty: 3892.729004
	Iteration 90Q: 3 clusters Score -1.703973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -17039726.000000 Penalty: 3892.729004
	Iteration 91Q: 3 clusters Score -1.703973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 154526 members 
Entering Unmasked Estep 
Score: -17039742.000000 Penalty: 3892.729004
	Iteration 92Q: 3 clusters Score -1.703974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -17039742.000000 Penalty: 3892.729004
	Iteration 93Q: 3 clusters Score -1.703974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -17039734.000000 Penalty: 3892.729004
	Iteration 94Q: 3 clusters Score -1.703973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -17039732.000000 Penalty: 3892.729004
	Iteration 95Q: 3 clusters Score -1.703973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -17039732.000000 Penalty: 3892.729004
	Iteration 96F: 3 clusters Score -1.703973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 28776 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 26243 members 
Mstep: Class 6 contains 283278 members 
Mstep: Class 7 contains 14513 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58956 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22534 members 
Mstep: Class 14 contains 25271 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4592 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 156407 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 159154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453608.000000 Penalty: 39790.128906
Iteration 79Q: 19 clusters Score -8.445361e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 4 contains 5848 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 283214 members 
Mstep: Class 7 contains 14556 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 25169 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4569 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 156238 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 159138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453968.000000 Penalty: 39790.128906
Iteration 80F: 19 clusters Score -8.445397e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10081 members 
Mstep: Class 3 contains 29332 members 
Mstep: Class 4 contains 5859 members 
Mstep: Class 5 contains 26238 members 
Mstep: Class 6 contains 283169 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58856 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 156124 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 159110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 19 clusters Score -8.445434e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10181 members 
Mstep: Class 3 contains 29571 members 
Mstep: Class 4 contains 5870 members 
Mstep: Class 5 contains 26231 members 
Mstep: Class 6 contains 283094 members 
Mstep: Class 7 contains 14610 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58795 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 22559 members 
Mstep: Class 14 contains 24941 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 156046 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 159088 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -8.44546e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 29799 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 26206 members 
Mstep: Class 6 contains 283059 members 
Mstep: Class 7 contains 14630 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58733 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 24830 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 156003 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 159053 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -8.445498e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 29992 members 
Mstep: Class 4 contains 5883 members 
Mstep: Class 5 contains 26203 members 
Mstep: Class 6 contains 282973 members 
Mstep: Class 7 contains 14658 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58682 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 22565 members 
Mstep: Class 14 contains 24722 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 156024 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 159024 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -8.445506e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 30195 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 282881 members 
Mstep: Class 7 contains 14680 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58644 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 22576 members 
Mstep: Class 14 contains 24616 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4504 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 156025 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 158989 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -8.445529e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 30389 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 282781 members 
Mstep: Class 7 contains 14703 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58607 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 22585 members 
Mstep: Class 14 contains 24505 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 156008 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 158968 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -8.445549e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 30604 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 26190 members 
Mstep: Class 6 contains 282625 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58570 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 22598 members 
Mstep: Class 14 contains 24408 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4464 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 155980 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 158958 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -8.445571e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 30815 members 
Mstep: Class 4 contains 5897 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 282479 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58541 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22612 members 
Mstep: Class 14 contains 24339 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 155901 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 22 contains 158951 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -8.445606e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10903 members 
Mstep: Class 3 contains 31011 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 26182 members 
Mstep: Class 6 contains 282374 members 
Mstep: Class 7 contains 14752 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58514 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 22631 members 
Mstep: Class 14 contains 24250 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 155820 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 158920 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -8.445634e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11023 members 
Mstep: Class 3 contains 31211 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 282332 members 
Mstep: Class 7 contains 14772 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58469 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22636 members 
Mstep: Class 14 contains 24163 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 155726 members 
Mstep: Class 21 contains 4304 members 
Mstep: Class 22 contains 158873 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -8.445658e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 31410 members 
Mstep: Class 4 contains 5900 members 
Mstep: Class 5 contains 26174 members 
Mstep: Class 6 contains 282246 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58426 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22636 members 
Mstep: Class 14 contains 24051 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4406 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 155640 members 
Mstep: Class 21 contains 4299 members 
Mstep: Class 22 contains 158871 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -8.44566e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11271 members 
Mstep: Class 3 contains 31582 members 
Mstep: Class 4 contains 5901 members 
Mstep: Class 5 contains 26166 members 
Mstep: Class 6 contains 282204 members 
Mstep: Class 7 contains 14794 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58374 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 23957 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 155565 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 158860 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -8.445693e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 31749 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 282102 members 
Mstep: Class 7 contains 14814 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58326 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 22651 members 
Mstep: Class 14 contains 23855 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 155543 members 
Mstep: Class 21 contains 4256 members 
Mstep: Class 22 contains 158837 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -8.445722e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 31885 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 26171 members 
Mstep: Class 6 contains 282042 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58291 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 23755 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 155470 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 158871 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -8.445706e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 32024 members 
Mstep: Class 4 contains 5903 members 
Mstep: Class 5 contains 26171 members 
Mstep: Class 6 contains 281972 members 
Mstep: Class 7 contains 14845 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58238 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22651 members 
Mstep: Class 14 contains 23685 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 20 contains 155399 members 
Mstep: Class 21 contains 4206 members 
Mstep: Class 22 contains 158907 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -8.44572e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 32152 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 26179 members 
Mstep: Class 6 contains 281951 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58183 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 23636 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 155311 members 
Mstep: Class 21 contains 4184 members 
Mstep: Class 22 contains 158926 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -8.445722e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 32281 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 26180 members 
Mstep: Class 6 contains 281914 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58132 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 22648 members 
Mstep: Class 14 contains 23585 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4300 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 20 contains 155255 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 158954 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -8.445757e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 32384 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 26177 members 
Mstep: Class 6 contains 281882 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58094 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 23515 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4280 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 155256 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 158961 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -8.445746e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 32471 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 26166 members 
Mstep: Class 6 contains 281868 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58052 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 22641 members 
Mstep: Class 14 contains 23487 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 155241 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 158922 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -8.445752e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11926 members 
Mstep: Class 3 contains 32565 members 
Mstep: Class 4 contains 5923 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 281838 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 58015 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 14 contains 23452 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 155236 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 158864 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -8.445807e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 32658 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 26167 members 
Mstep: Class 6 contains 281755 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57980 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 22625 members 
Mstep: Class 14 contains 23426 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 155258 members 
Mstep: Class 21 contains 4057 members 
Mstep: Class 22 contains 158837 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -8.445818e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12011 members 
Mstep: Class 3 contains 32748 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 26148 members 
Mstep: Class 6 contains 281745 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57951 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 13 contains 22616 members 
Mstep: Class 14 contains 23412 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4206 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 155267 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 158794 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -8.445841e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12037 members 
Mstep: Class 3 contains 32828 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 26140 members 
Mstep: Class 6 contains 281685 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57917 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 22604 members 
Mstep: Class 14 contains 23405 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 155312 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 158744 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -8.445881e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 32947 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 26133 members 
Mstep: Class 6 contains 281587 members 
Mstep: Class 7 contains 15120 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57881 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 22590 members 
Mstep: Class 14 contains 23407 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 155348 members 
Mstep: Class 21 contains 3995 members 
Mstep: Class 22 contains 158679 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -8.445868e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 33044 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 26129 members 
Mstep: Class 6 contains 281480 members 
Mstep: Class 7 contains 15146 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57845 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 22586 members 
Mstep: Class 14 contains 23418 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 155399 members 
Mstep: Class 21 contains 3970 members 
Mstep: Class 22 contains 158607 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -8.445901e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 33120 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 26121 members 
Mstep: Class 6 contains 281412 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57799 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 23409 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 155469 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 158541 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -8.44593e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12264 members 
Mstep: Class 3 contains 33181 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 26112 members 
Mstep: Class 6 contains 281344 members 
Mstep: Class 7 contains 15208 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57751 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 22571 members 
Mstep: Class 14 contains 23395 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 155537 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 158505 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -8.445928e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 33247 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 26116 members 
Mstep: Class 6 contains 281301 members 
Mstep: Class 7 contains 15238 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57695 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 23357 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 155572 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 158447 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -8.445958e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 33303 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 26110 members 
Mstep: Class 6 contains 281292 members 
Mstep: Class 7 contains 15253 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57656 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22564 members 
Mstep: Class 14 contains 23326 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4080 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 155595 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 158377 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -8.44598e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12489 members 
Mstep: Class 3 contains 33354 members 
Mstep: Class 4 contains 5955 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 281242 members 
Mstep: Class 7 contains 15274 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57605 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 22559 members 
Mstep: Class 14 contains 23303 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 155622 members 
Mstep: Class 21 contains 3896 members 
Mstep: Class 22 contains 158346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460056.000000 Penalty: 39790.128906
Iteration 110Q: 19 clusters Score -8.446006e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12543 members 
Mstep: Class 3 contains 33391 members 
Mstep: Class 4 contains 5957 members 
Mstep: Class 5 contains 26111 members 
Mstep: Class 6 contains 281214 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57560 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 22563 members 
Mstep: Class 14 contains 23291 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 155667 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 158293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460440.000000 Penalty: 39790.128906
Iteration 111Q: 19 clusters Score -8.446044e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12615 members 
Mstep: Class 3 contains 33433 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 26111 members 
Mstep: Class 6 contains 281179 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57507 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 22552 members 
Mstep: Class 14 contains 23275 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 155719 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 158230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460480.000000 Penalty: 39790.128906
Iteration 112Q: 19 clusters Score -8.446048e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12705 members 
Mstep: Class 3 contains 33486 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 26105 members 
Mstep: Class 6 contains 281113 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57454 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22558 members 
Mstep: Class 14 contains 23247 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 155788 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 158186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460648.000000 Penalty: 39790.128906
Iteration 113Q: 19 clusters Score -8.446065e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12809 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 26106 members 
Mstep: Class 6 contains 281016 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57408 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 23225 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 20 contains 155836 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 158144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84460824.000000 Penalty: 39790.128906
Iteration 114Q: 19 clusters Score -8.446082e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 33592 members 
Mstep: Class 4 contains 5957 members 
Mstep: Class 5 contains 26110 members 
Mstep: Class 6 contains 280970 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57373 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 22571 members 
Mstep: Class 14 contains 23198 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 155871 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 158094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461008.000000 Penalty: 39790.128906
Iteration 115Q: 19 clusters Score -8.446101e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13006 members 
Mstep: Class 3 contains 33647 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 26111 members 
Mstep: Class 6 contains 280928 members 
Mstep: Class 7 contains 15312 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57320 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 22578 members 
Mstep: Class 14 contains 23176 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 1612 members 
Mstep: Class 20 contains 155907 members 
Mstep: Class 21 contains 3824 members 
Mstep: Class 22 contains 158033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461016.000000 Penalty: 39790.128906
Iteration 116Q: 19 clusters Score -8.446102e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 13088 members 
Mstep: Class 3 contains 33687 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 26111 members 
Mstep: Class 6 contains 280873 members 
Mstep: Class 7 contains 15308 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57283 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 23164 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 155928 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 158000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461064.000000 Penalty: 39790.128906
Iteration 117Q: 19 clusters Score -8.446106e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13150 members 
Mstep: Class 3 contains 33716 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 26128 members 
Mstep: Class 6 contains 280788 members 
Mstep: Class 7 contains 15309 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57255 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22567 members 
Mstep: Class 14 contains 23164 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 155987 members 
Mstep: Class 21 contains 3817 members 
Mstep: Class 22 contains 157951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461072.000000 Penalty: 39790.128906
Iteration 118Q: 19 clusters Score -8.446107e+07 nChanged 857
Entering ConstructFrom: 
Score: -84461072.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -494797.125000 Penalty: 1375.571777
	Iteration 0F: 2 clusters Score -494797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -491020.593750 Penalty: 2751.143555
	Iteration 0F: 3 clusters Score -491020.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -492133.062500 Penalty: 2751.143555
	Iteration 1F: 3 clusters Score -492133.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -492404.625000 Penalty: 2751.143555
	Iteration 2F: 3 clusters Score -492404.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -492590.125000 Penalty: 2751.143555
	Iteration 3F: 3 clusters Score -492590.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -492721.937500 Penalty: 2751.143555
	Iteration 4Q: 3 clusters Score -492721.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -492836.375000 Penalty: 2751.143555
	Iteration 5Q: 3 clusters Score -492836.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -492929.968750 Penalty: 2751.143555
	Iteration 6Q: 3 clusters Score -492930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -492998.875000 Penalty: 2751.143555
	Iteration 7Q: 3 clusters Score -492998.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -493042.156250 Penalty: 2751.143555
	Iteration 8Q: 3 clusters Score -493042.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -493083.281250 Penalty: 2751.143555
	Iteration 9Q: 3 clusters Score -493083.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493120.218750 Penalty: 2751.143555
	Iteration 10Q: 3 clusters Score -493120.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -493153.843750 Penalty: 2751.143555
	Iteration 11Q: 3 clusters Score -493153.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -493185.093750 Penalty: 2751.143555
	Iteration 12Q: 3 clusters Score -493185.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -493211.125000 Penalty: 2751.143555
	Iteration 13Q: 3 clusters Score -493211.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -493240.187500 Penalty: 2751.143555
	Iteration 14Q: 3 clusters Score -493240.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -493266.718750 Penalty: 2751.143555
	Iteration 15Q: 3 clusters Score -493266.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -493286.906250 Penalty: 2751.143555
	Iteration 16Q: 3 clusters Score -493286.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -493308.625000 Penalty: 2751.143555
	Iteration 17Q: 3 clusters Score -493308.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -493332.500000 Penalty: 2751.143555
	Iteration 18Q: 3 clusters Score -493332.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -493352.187500 Penalty: 2751.143555
	Iteration 19Q: 3 clusters Score -493352.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -493373.562500 Penalty: 2751.143555
	Iteration 20F: 3 clusters Score -493373.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -493391.718750 Penalty: 2751.143555
	Iteration 21Q: 3 clusters Score -493391.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -493408.031250 Penalty: 2751.143555
	Iteration 22Q: 3 clusters Score -493408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -493426.593750 Penalty: 2751.143555
	Iteration 23Q: 3 clusters Score -493426.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -493440.531250 Penalty: 2751.143555
	Iteration 24Q: 3 clusters Score -493440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -493456.500000 Penalty: 2751.143555
	Iteration 25Q: 3 clusters Score -493456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -493473.125000 Penalty: 2751.143555
	Iteration 26Q: 3 clusters Score -493473.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -493480.250000 Penalty: 2751.143555
	Iteration 27Q: 3 clusters Score -493480.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -493488.593750 Penalty: 2751.143555
	Iteration 28Q: 3 clusters Score -493488.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -493495.906250 Penalty: 2751.143555
	Iteration 29Q: 3 clusters Score -493495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493506.312500 Penalty: 2751.143555
	Iteration 30Q: 3 clusters Score -493506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -493511.468750 Penalty: 2751.143555
	Iteration 31Q: 3 clusters Score -493511.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -493517.218750 Penalty: 2751.143555
	Iteration 32Q: 3 clusters Score -493517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -493521.437500 Penalty: 2751.143555
	Iteration 33Q: 3 clusters Score -493521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -493525.500000 Penalty: 2751.143555
	Iteration 34Q: 3 clusters Score -493525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -493527.625000 Penalty: 2751.143555
	Iteration 35Q: 3 clusters Score -493527.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -493529.906250 Penalty: 2751.143555
	Iteration 36Q: 3 clusters Score -493529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -493532.812500 Penalty: 2751.143555
	Iteration 37Q: 3 clusters Score -493532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -493537.281250 Penalty: 2751.143555
	Iteration 38Q: 3 clusters Score -493537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -493542.406250 Penalty: 2751.143555
	Iteration 39Q: 3 clusters Score -493542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -493545.531250 Penalty: 2751.143555
	Iteration 40F: 3 clusters Score -493545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -493547.375000 Penalty: 2751.143555
	Iteration 41Q: 3 clusters Score -493547.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -493550.812500 Penalty: 2751.143555
	Iteration 42Q: 3 clusters Score -493550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -493554.531250 Penalty: 2751.143555
	Iteration 43Q: 3 clusters Score -493554.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -493558.968750 Penalty: 2751.143555
	Iteration 44Q: 3 clusters Score -493559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -493562.531250 Penalty: 2751.143555
	Iteration 45Q: 3 clusters Score -493562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -493565.187500 Penalty: 2751.143555
	Iteration 46Q: 3 clusters Score -493565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -493569.906250 Penalty: 2751.143555
	Iteration 47Q: 3 clusters Score -493569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -493576.781250 Penalty: 2751.143555
	Iteration 48Q: 3 clusters Score -493576.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -493583.093750 Penalty: 2751.143555
	Iteration 49Q: 3 clusters Score -493583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -493585.218750 Penalty: 2751.143555
	Iteration 50Q: 3 clusters Score -493585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -493589.656250 Penalty: 2751.143555
	Iteration 51Q: 3 clusters Score -493589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -493593.468750 Penalty: 2751.143555
	Iteration 52Q: 3 clusters Score -493593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -493597.406250 Penalty: 2751.143555
	Iteration 53Q: 3 clusters Score -493597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -493599.750000 Penalty: 2751.143555
	Iteration 54Q: 3 clusters Score -493599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -493600.562500 Penalty: 2751.143555
	Iteration 55Q: 3 clusters Score -493600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -493603.593750 Penalty: 2751.143555
	Iteration 56Q: 3 clusters Score -493603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -493605.562500 Penalty: 2751.143555
	Iteration 57Q: 3 clusters Score -493605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -493607.875000 Penalty: 2751.143555
	Iteration 58Q: 3 clusters Score -493607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -493609.718750 Penalty: 2751.143555
	Iteration 59Q: 3 clusters Score -493609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -493609.312500 Penalty: 2751.143555
	Iteration 60F: 3 clusters Score -493609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -493610.125000 Penalty: 2751.143555
	Iteration 61Q: 3 clusters Score -493610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -493610.781250 Penalty: 2751.143555
	Iteration 62Q: 3 clusters Score -493610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -493610.906250 Penalty: 2751.143555
	Iteration 63Q: 3 clusters Score -493610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -493611.687500 Penalty: 2751.143555
	Iteration 64Q: 3 clusters Score -493611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -493611.500000 Penalty: 2751.143555
	Iteration 65Q: 3 clusters Score -493611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -493611.500000 Penalty: 2751.143555
	Iteration 66F: 3 clusters Score -493611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -1458453.625000 Penalty: 1541.893921
	Iteration 0F: 2 clusters Score -1458454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1449237.000000 Penalty: 3083.787842
	Iteration 0F: 3 clusters Score -1449237 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1452288.500000 Penalty: 3083.787842
	Iteration 1F: 3 clusters Score -1452288 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1452540.750000 Penalty: 3083.787842
	Iteration 2F: 3 clusters Score -1452541 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1452735.625000 Penalty: 3083.787842
	Iteration 3Q: 3 clusters Score -1452736 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1452876.000000 Penalty: 3083.787842
	Iteration 4Q: 3 clusters Score -1452876 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1453000.500000 Penalty: 3083.787842
	Iteration 5Q: 3 clusters Score -1453000 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1453116.250000 Penalty: 3083.787842
	Iteration 6Q: 3 clusters Score -1453116 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1453250.750000 Penalty: 3083.787842
	Iteration 7Q: 3 clusters Score -1453251 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1453414.125000 Penalty: 3083.787842
	Iteration 8Q: 3 clusters Score -1453414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1453614.500000 Penalty: 3083.787842
	Iteration 9Q: 3 clusters Score -1453614 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1453872.375000 Penalty: 3083.787842
	Iteration 10Q: 3 clusters Score -1453872 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1454194.125000 Penalty: 3083.787842
	Iteration 11Q: 3 clusters Score -1454194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1454606.750000 Penalty: 3083.787842
	Iteration 12Q: 3 clusters Score -1454607 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1455123.750000 Penalty: 3083.787842
	Iteration 13F: 3 clusters Score -1455124 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1455600.750000 Penalty: 3083.787842
	Iteration 14Q: 3 clusters Score -1455601 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1456051.500000 Penalty: 3083.787842
	Iteration 15Q: 3 clusters Score -1456052 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1456402.125000 Penalty: 3083.787842
	Iteration 16Q: 3 clusters Score -1456402 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1456635.375000 Penalty: 3083.787842
	Iteration 17Q: 3 clusters Score -1456635 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1456799.250000 Penalty: 3083.787842
	Iteration 18Q: 3 clusters Score -1456799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1456899.250000 Penalty: 3083.787842
	Iteration 19Q: 3 clusters Score -1456899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1456962.375000 Penalty: 3083.787842
	Iteration 20F: 3 clusters Score -1456962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1456995.500000 Penalty: 3083.787842
	Iteration 21Q: 3 clusters Score -1456996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1457024.750000 Penalty: 3083.787842
	Iteration 22Q: 3 clusters Score -1457025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1457039.500000 Penalty: 3083.787842
	Iteration 23Q: 3 clusters Score -1457040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1457057.750000 Penalty: 3083.787842
	Iteration 24Q: 3 clusters Score -1457058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1457068.000000 Penalty: 3083.787842
	Iteration 25Q: 3 clusters Score -1457068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1457073.250000 Penalty: 3083.787842
	Iteration 26Q: 3 clusters Score -1457073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1457079.750000 Penalty: 3083.787842
	Iteration 27Q: 3 clusters Score -1457080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1457079.750000 Penalty: 3083.787842
	Iteration 28Q: 3 clusters Score -1457080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1457083.625000 Penalty: 3083.787842
	Iteration 29Q: 3 clusters Score -1457084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1457089.250000 Penalty: 3083.787842
	Iteration 30Q: 3 clusters Score -1457089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1457090.500000 Penalty: 3083.787842
	Iteration 31Q: 3 clusters Score -1457090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1457093.000000 Penalty: 3083.787842
	Iteration 32Q: 3 clusters Score -1457093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1457096.625000 Penalty: 3083.787842
	Iteration 33Q: 3 clusters Score -1457097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1457096.625000 Penalty: 3083.787842
	Iteration 34F: 3 clusters Score -1457097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Entering Unmasked Estep 
Score: -3649286.500000 Penalty: 1694.238525
	Iteration 0F: 2 clusters Score -3649286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3626623.750000 Penalty: 3388.477051
	Iteration 0F: 3 clusters Score -3626624 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3635401.000000 Penalty: 3388.477051
	Iteration 1F: 3 clusters Score -3635401 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3636036.750000 Penalty: 3388.477051
	Iteration 2Q: 3 clusters Score -3636037 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3636803.750000 Penalty: 3388.477051
	Iteration 3F: 3 clusters Score -3636804 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3637765.250000 Penalty: 3388.477051
	Iteration 4F: 3 clusters Score -3637765 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3638912.500000 Penalty: 3388.477051
	Iteration 5F: 3 clusters Score -3638912 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3640226.000000 Penalty: 3388.477051
	Iteration 6F: 3 clusters Score -3640226 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3641622.750000 Penalty: 3388.477051
	Iteration 7F: 3 clusters Score -3641623 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3642882.250000 Penalty: 3388.477051
	Iteration 8F: 3 clusters Score -3642882 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3643706.000000 Penalty: 3388.477051
	Iteration 9Q: 3 clusters Score -3643706 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3644160.500000 Penalty: 3388.477051
	Iteration 10Q: 3 clusters Score -3644160 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3644402.500000 Penalty: 3388.477051
	Iteration 11Q: 3 clusters Score -3644402 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3644551.500000 Penalty: 3388.477051
	Iteration 12Q: 3 clusters Score -3644552 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3644724.500000 Penalty: 3388.477051
	Iteration 13Q: 3 clusters Score -3644724 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3644887.750000 Penalty: 3388.477051
	Iteration 14Q: 3 clusters Score -3644888 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3645003.500000 Penalty: 3388.477051
	Iteration 15Q: 3 clusters Score -3645004 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3645134.250000 Penalty: 3388.477051
	Iteration 16Q: 3 clusters Score -3645134 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3645283.750000 Penalty: 3388.477051
	Iteration 17Q: 3 clusters Score -3645284 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3645428.750000 Penalty: 3388.477051
	Iteration 18Q: 3 clusters Score -3645429 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3645561.000000 Penalty: 3388.477051
	Iteration 19Q: 3 clusters Score -3645561 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3645712.500000 Penalty: 3388.477051
	Iteration 20F: 3 clusters Score -3645712 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3645887.250000 Penalty: 3388.477051
	Iteration 21Q: 3 clusters Score -3645887 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3646007.750000 Penalty: 3388.477051
	Iteration 22Q: 3 clusters Score -3646008 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3646147.500000 Penalty: 3388.477051
	Iteration 23Q: 3 clusters Score -3646148 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3646266.500000 Penalty: 3388.477051
	Iteration 24Q: 3 clusters Score -3646266 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3646401.000000 Penalty: 3388.477051
	Iteration 25Q: 3 clusters Score -3646401 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3646557.000000 Penalty: 3388.477051
	Iteration 26Q: 3 clusters Score -3646557 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3646678.750000 Penalty: 3388.477051
	Iteration 27Q: 3 clusters Score -3646679 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3646807.250000 Penalty: 3388.477051
	Iteration 28Q: 3 clusters Score -3646807 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3646887.000000 Penalty: 3388.477051
	Iteration 29Q: 3 clusters Score -3646887 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3646963.500000 Penalty: 3388.477051
	Iteration 30Q: 3 clusters Score -3646964 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3647058.250000 Penalty: 3388.477051
	Iteration 31Q: 3 clusters Score -3647058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3647153.000000 Penalty: 3388.477051
	Iteration 32Q: 3 clusters Score -3647153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3647248.750000 Penalty: 3388.477051
	Iteration 33Q: 3 clusters Score -3647249 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3647349.500000 Penalty: 3388.477051
	Iteration 34Q: 3 clusters Score -3647350 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3647444.750000 Penalty: 3388.477051
	Iteration 35Q: 3 clusters Score -3647445 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3647538.250000 Penalty: 3388.477051
	Iteration 36Q: 3 clusters Score -3647538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3647628.000000 Penalty: 3388.477051
	Iteration 37Q: 3 clusters Score -3647628 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3647686.750000 Penalty: 3388.477051
	Iteration 38Q: 3 clusters Score -3647687 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3647778.000000 Penalty: 3388.477051
	Iteration 39Q: 3 clusters Score -3647778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3647833.000000 Penalty: 3388.477051
	Iteration 40F: 3 clusters Score -3647833 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3647901.500000 Penalty: 3388.477051
	Iteration 41Q: 3 clusters Score -3647902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3647955.500000 Penalty: 3388.477051
	Iteration 42Q: 3 clusters Score -3647956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3648010.750000 Penalty: 3388.477051
	Iteration 43Q: 3 clusters Score -3648011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3648046.500000 Penalty: 3388.477051
	Iteration 44Q: 3 clusters Score -3648046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3648074.250000 Penalty: 3388.477051
	Iteration 45Q: 3 clusters Score -3648074 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3648107.250000 Penalty: 3388.477051
	Iteration 46Q: 3 clusters Score -3648107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3648122.750000 Penalty: 3388.477051
	Iteration 47Q: 3 clusters Score -3648123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -3648153.000000 Penalty: 3388.477051
	Iteration 48Q: 3 clusters Score -3648153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3648176.750000 Penalty: 3388.477051
	Iteration 49Q: 3 clusters Score -3648177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3648204.750000 Penalty: 3388.477051
	Iteration 50Q: 3 clusters Score -3648205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3648215.750000 Penalty: 3388.477051
	Iteration 51Q: 3 clusters Score -3648216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -3648237.000000 Penalty: 3388.477051
	Iteration 52Q: 3 clusters Score -3648237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3648246.500000 Penalty: 3388.477051
	Iteration 53Q: 3 clusters Score -3648246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3648259.750000 Penalty: 3388.477051
	Iteration 54Q: 3 clusters Score -3648260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3648268.750000 Penalty: 3388.477051
	Iteration 55Q: 3 clusters Score -3648269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3648285.000000 Penalty: 3388.477051
	Iteration 56Q: 3 clusters Score -3648285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3648289.000000 Penalty: 3388.477051
	Iteration 57Q: 3 clusters Score -3648289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -3648296.750000 Penalty: 3388.477051
	Iteration 58Q: 3 clusters Score -3648297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3648302.750000 Penalty: 3388.477051
	Iteration 59Q: 3 clusters Score -3648303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -3648308.750000 Penalty: 3388.477051
	Iteration 60F: 3 clusters Score -3648309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3648321.250000 Penalty: 3388.477051
	Iteration 61Q: 3 clusters Score -3648321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3648329.250000 Penalty: 3388.477051
	Iteration 62Q: 3 clusters Score -3648329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3648341.750000 Penalty: 3388.477051
	Iteration 63Q: 3 clusters Score -3648342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3648351.250000 Penalty: 3388.477051
	Iteration 64Q: 3 clusters Score -3648351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -3648366.750000 Penalty: 3388.477051
	Iteration 65Q: 3 clusters Score -3648367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3648379.000000 Penalty: 3388.477051
	Iteration 66Q: 3 clusters Score -3648379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3648393.500000 Penalty: 3388.477051
	Iteration 67Q: 3 clusters Score -3648394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3648404.000000 Penalty: 3388.477051
	Iteration 68Q: 3 clusters Score -3648404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3648409.250000 Penalty: 3388.477051
	Iteration 69Q: 3 clusters Score -3648409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3648420.500000 Penalty: 3388.477051
	Iteration 70Q: 3 clusters Score -3648420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3648436.000000 Penalty: 3388.477051
	Iteration 71Q: 3 clusters Score -3648436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3648451.000000 Penalty: 3388.477051
	Iteration 72Q: 3 clusters Score -3648451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -3648456.250000 Penalty: 3388.477051
	Iteration 73Q: 3 clusters Score -3648456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3648462.000000 Penalty: 3388.477051
	Iteration 74Q: 3 clusters Score -3648462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3648470.500000 Penalty: 3388.477051
	Iteration 75Q: 3 clusters Score -3648470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3648479.250000 Penalty: 3388.477051
	Iteration 76Q: 3 clusters Score -3648479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3648487.000000 Penalty: 3388.477051
	Iteration 77Q: 3 clusters Score -3648487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -3648495.250000 Penalty: 3388.477051
	Iteration 78Q: 3 clusters Score -3648495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3648496.250000 Penalty: 3388.477051
	Iteration 79Q: 3 clusters Score -3648496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3648510.500000 Penalty: 3388.477051
	Iteration 80F: 3 clusters Score -3648510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3648518.000000 Penalty: 3388.477051
	Iteration 81Q: 3 clusters Score -3648518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3648525.500000 Penalty: 3388.477051
	Iteration 82Q: 3 clusters Score -3648526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3648527.000000 Penalty: 3388.477051
	Iteration 83Q: 3 clusters Score -3648527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3648534.750000 Penalty: 3388.477051
	Iteration 84Q: 3 clusters Score -3648535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3648533.500000 Penalty: 3388.477051
	Iteration 85Q: 3 clusters Score -3648534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -3648532.000000 Penalty: 3388.477051
	Iteration 86Q: 3 clusters Score -3648532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3648535.000000 Penalty: 3388.477051
	Iteration 87Q: 3 clusters Score -3648535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3648536.250000 Penalty: 3388.477051
	Iteration 88Q: 3 clusters Score -3648536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3648538.250000 Penalty: 3388.477051
	Iteration 89Q: 3 clusters Score -3648538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -3648541.000000 Penalty: 3388.477051
	Iteration 90Q: 3 clusters Score -3648541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -3648541.000000 Penalty: 3388.477051
	Iteration 91Q: 3 clusters Score -3648541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3648536.250000 Penalty: 3388.477051
	Iteration 92Q: 3 clusters Score -3648536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3648538.500000 Penalty: 3388.477051
	Iteration 93Q: 3 clusters Score -3648538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -3648537.250000 Penalty: 3388.477051
	Iteration 94Q: 3 clusters Score -3648537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -3648537.250000 Penalty: 3388.477051
	Iteration 95F: 3 clusters Score -3648537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -607375.875000 Penalty: 1412.584106
	Iteration 0F: 2 clusters Score -607375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -602794.750000 Penalty: 2825.168213
	Iteration 0F: 3 clusters Score -602794.8 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -604174.875000 Penalty: 2825.168213
	Iteration 1F: 3 clusters Score -604174.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -604614.625000 Penalty: 2825.168213
	Iteration 2F: 3 clusters Score -604614.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -605043.187500 Penalty: 2825.168213
	Iteration 3F: 3 clusters Score -605043.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -605452.125000 Penalty: 2825.168213
	Iteration 4F: 3 clusters Score -605452.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -605853.500000 Penalty: 2825.168213
	Iteration 5F: 3 clusters Score -605853.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -606178.812500 Penalty: 2825.168213
	Iteration 6F: 3 clusters Score -606178.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -606396.875000 Penalty: 2825.168213
	Iteration 7F: 3 clusters Score -606396.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -606555.062500 Penalty: 2825.168213
	Iteration 8Q: 3 clusters Score -606555.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -606691.187500 Penalty: 2825.168213
	Iteration 9Q: 3 clusters Score -606691.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -606797.125000 Penalty: 2825.168213
	Iteration 10Q: 3 clusters Score -606797.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -606895.000000 Penalty: 2825.168213
	Iteration 11Q: 3 clusters Score -606895 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -606969.937500 Penalty: 2825.168213
	Iteration 12Q: 3 clusters Score -606969.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -607019.937500 Penalty: 2825.168213
	Iteration 13Q: 3 clusters Score -607019.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -607052.000000 Penalty: 2825.168213
	Iteration 14Q: 3 clusters Score -607052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -607075.750000 Penalty: 2825.168213
	Iteration 15Q: 3 clusters Score -607075.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -607099.562500 Penalty: 2825.168213
	Iteration 16Q: 3 clusters Score -607099.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -607116.875000 Penalty: 2825.168213
	Iteration 17Q: 3 clusters Score -607116.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -607132.062500 Penalty: 2825.168213
	Iteration 18Q: 3 clusters Score -607132.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -607147.812500 Penalty: 2825.168213
	Iteration 19Q: 3 clusters Score -607147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -607158.562500 Penalty: 2825.168213
	Iteration 20F: 3 clusters Score -607158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -607169.750000 Penalty: 2825.168213
	Iteration 21Q: 3 clusters Score -607169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -607172.500000 Penalty: 2825.168213
	Iteration 22Q: 3 clusters Score -607172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -607172.562500 Penalty: 2825.168213
	Iteration 23Q: 3 clusters Score -607172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -607172.375000 Penalty: 2825.168213
	Iteration 24Q: 3 clusters Score -607172.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -607172.375000 Penalty: 2825.168213
	Iteration 25F: 3 clusters Score -607172.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Entering Unmasked Estep 
Score: -2703606.500000 Penalty: 1652.717896
	Iteration 0F: 2 clusters Score -2703606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2685984.250000 Penalty: 3305.435791
	Iteration 0F: 3 clusters Score -2685984 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2692709.000000 Penalty: 3305.435791
	Iteration 1F: 3 clusters Score -2692709 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2693239.500000 Penalty: 3305.435791
	Iteration 2F: 3 clusters Score -2693240 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2693735.000000 Penalty: 3305.435791
	Iteration 3Q: 3 clusters Score -2693735 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2694327.000000 Penalty: 3305.435791
	Iteration 4Q: 3 clusters Score -2694327 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2695119.000000 Penalty: 3305.435791
	Iteration 5F: 3 clusters Score -2695119 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2696114.250000 Penalty: 3305.435791
	Iteration 6F: 3 clusters Score -2696114 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2697303.750000 Penalty: 3305.435791
	Iteration 7F: 3 clusters Score -2697304 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2698990.750000 Penalty: 3305.435791
	Iteration 8F: 3 clusters Score -2698991 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2701304.500000 Penalty: 3305.435791
	Iteration 9F: 3 clusters Score -2701304 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2703489.250000 Penalty: 3305.435791
	Iteration 10F: 3 clusters Score -2703489 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2704864.500000 Penalty: 3305.435791
	Iteration 11Q: 3 clusters Score -2704864 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2706110.000000 Penalty: 3305.435791
	Iteration 12Q: 3 clusters Score -2706110 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2707391.500000 Penalty: 3305.435791
	Iteration 13Q: 3 clusters Score -2707392 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2708272.250000 Penalty: 3305.435791
	Iteration 14Q: 3 clusters Score -2708272 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2708736.500000 Penalty: 3305.435791
	Iteration 15Q: 3 clusters Score -2708736 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2708980.250000 Penalty: 3305.435791
	Iteration 16Q: 3 clusters Score -2708980 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2709096.000000 Penalty: 3305.435791
	Iteration 17Q: 3 clusters Score -2709096 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2709167.250000 Penalty: 3305.435791
	Iteration 18Q: 3 clusters Score -2709167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2709217.250000 Penalty: 3305.435791
	Iteration 19Q: 3 clusters Score -2709217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2709311.250000 Penalty: 3305.435791
	Iteration 20F: 3 clusters Score -2709311 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2709366.750000 Penalty: 3305.435791
	Iteration 21Q: 3 clusters Score -2709367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2709391.500000 Penalty: 3305.435791
	Iteration 22Q: 3 clusters Score -2709392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2709396.000000 Penalty: 3305.435791
	Iteration 23Q: 3 clusters Score -2709396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2709392.500000 Penalty: 3305.435791
	Iteration 24Q: 3 clusters Score -2709392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2709389.250000 Penalty: 3305.435791
	Iteration 25Q: 3 clusters Score -2709389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2709392.500000 Penalty: 3305.435791
	Iteration 26Q: 3 clusters Score -2709392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2709389.500000 Penalty: 3305.435791
	Iteration 27Q: 3 clusters Score -2709390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2709388.500000 Penalty: 3305.435791
	Iteration 28Q: 3 clusters Score -2709388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2709387.750000 Penalty: 3305.435791
	Iteration 29Q: 3 clusters Score -2709388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2709389.500000 Penalty: 3305.435791
	Iteration 30Q: 3 clusters Score -2709390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2709389.500000 Penalty: 3305.435791
	Iteration 31F: 3 clusters Score -2709390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 33728 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 280768 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 11 contains 57226 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22557 members 
Mstep: Class 14 contains 23162 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 156028 members 
Mstep: Class 21 contains 3801 members 
Mstep: Class 22 contains 157921 members 
Entering Unmasked Estep 
Score: -84465504.000000 Penalty: 42000.691406
Splitting cluster 5 changes total score from -84461072.000000 to -84465504.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (280768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280768 members 
Entering Unmasked Estep 
Score: -29811860.000000 Penalty: 2038.608643
	Iteration 0F: 2 clusters Score -2.981186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140549 members 
Mstep: Class 2 contains 140219 members 
Entering Unmasked Estep 
Score: -29634574.000000 Penalty: 4077.217285
	Iteration 0F: 3 clusters Score -2.963457e+07 nChanged 136345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -29716040.000000 Penalty: 4077.217285
	Iteration 1F: 3 clusters Score -2.971604e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151726 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -29718152.000000 Penalty: 4077.217285
	Iteration 2Q: 3 clusters Score -2.971815e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 121822 members 
Entering Unmasked Estep 
Score: -29721122.000000 Penalty: 4077.217285
	Iteration 3Q: 3 clusters Score -2.972112e+07 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -29726106.000000 Penalty: 4077.217285
	Iteration 4Q: 3 clusters Score -2.972611e+07 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -29734732.000000 Penalty: 4077.217285
	Iteration 5F: 3 clusters Score -2.973473e+07 nChanged 19322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199556 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -29747216.000000 Penalty: 4077.217285
	Iteration 6F: 3 clusters Score -2.974722e+07 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214856 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -29762806.000000 Penalty: 4077.217285
	Iteration 7F: 3 clusters Score -2.976281e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225654 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -29777246.000000 Penalty: 4077.217285
	Iteration 8F: 3 clusters Score -2.977725e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230978 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -29785992.000000 Penalty: 4077.217285
	Iteration 9Q: 3 clusters Score -2.978599e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233209 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -29789768.000000 Penalty: 4077.217285
	Iteration 10Q: 3 clusters Score -2.978977e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234715 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -29791498.000000 Penalty: 4077.217285
	Iteration 11Q: 3 clusters Score -2.97915e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236066 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -29792650.000000 Penalty: 4077.217285
	Iteration 12Q: 3 clusters Score -2.979265e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237341 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -29793852.000000 Penalty: 4077.217285
	Iteration 13Q: 3 clusters Score -2.979385e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238562 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -29795198.000000 Penalty: 4077.217285
	Iteration 14Q: 3 clusters Score -2.97952e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239599 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -29796250.000000 Penalty: 4077.217285
	Iteration 15Q: 3 clusters Score -2.979625e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240506 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -29797388.000000 Penalty: 4077.217285
	Iteration 16Q: 3 clusters Score -2.979739e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241318 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -29798244.000000 Penalty: 4077.217285
	Iteration 17Q: 3 clusters Score -2.979824e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242099 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -29799288.000000 Penalty: 4077.217285
	Iteration 18Q: 3 clusters Score -2.979929e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242761 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -29800272.000000 Penalty: 4077.217285
	Iteration 19Q: 3 clusters Score -2.980027e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243538 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -29801434.000000 Penalty: 4077.217285
	Iteration 20F: 3 clusters Score -2.980143e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244414 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -29802590.000000 Penalty: 4077.217285
	Iteration 21Q: 3 clusters Score -2.980259e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245299 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -29803650.000000 Penalty: 4077.217285
	Iteration 22Q: 3 clusters Score -2.980365e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246168 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -29804638.000000 Penalty: 4077.217285
	Iteration 23Q: 3 clusters Score -2.980464e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247060 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -29805546.000000 Penalty: 4077.217285
	Iteration 24Q: 3 clusters Score -2.980555e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248052 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -29806232.000000 Penalty: 4077.217285
	Iteration 25Q: 3 clusters Score -2.980623e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249161 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -29807208.000000 Penalty: 4077.217285
	Iteration 26Q: 3 clusters Score -2.980721e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250279 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -29807876.000000 Penalty: 4077.217285
	Iteration 27Q: 3 clusters Score -2.980788e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251490 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -29808612.000000 Penalty: 4077.217285
	Iteration 28Q: 3 clusters Score -2.980861e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252814 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -29809280.000000 Penalty: 4077.217285
	Iteration 29Q: 3 clusters Score -2.980928e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254182 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -29809950.000000 Penalty: 4077.217285
	Iteration 30Q: 3 clusters Score -2.980995e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255639 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -29810512.000000 Penalty: 4077.217285
	Iteration 31Q: 3 clusters Score -2.981051e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257123 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -29810966.000000 Penalty: 4077.217285
	Iteration 32Q: 3 clusters Score -2.981097e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258522 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -29811534.000000 Penalty: 4077.217285
	Iteration 33Q: 3 clusters Score -2.981153e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259880 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -29811984.000000 Penalty: 4077.217285
	Iteration 34Q: 3 clusters Score -2.981198e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261180 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -29812312.000000 Penalty: 4077.217285
	Iteration 35Q: 3 clusters Score -2.981231e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262445 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -29812736.000000 Penalty: 4077.217285
	Iteration 36Q: 3 clusters Score -2.981274e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263679 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -29813012.000000 Penalty: 4077.217285
	Iteration 37Q: 3 clusters Score -2.981301e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264886 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -29813280.000000 Penalty: 4077.217285
	Iteration 38Q: 3 clusters Score -2.981328e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266021 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -29813566.000000 Penalty: 4077.217285
	Iteration 39Q: 3 clusters Score -2.981357e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267156 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -29813596.000000 Penalty: 4077.217285
	Iteration 40F: 3 clusters Score -2.98136e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268206 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -29813898.000000 Penalty: 4077.217285
	Iteration 41Q: 3 clusters Score -2.98139e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269285 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -29814354.000000 Penalty: 4077.217285
	Iteration 42Q: 3 clusters Score -2.981435e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270361 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -29814852.000000 Penalty: 4077.217285
	Iteration 43Q: 3 clusters Score -2.981485e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271393 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -29815186.000000 Penalty: 4077.217285
	Iteration 44Q: 3 clusters Score -2.981519e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272409 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -29815252.000000 Penalty: 4077.217285
	Iteration 45Q: 3 clusters Score -2.981525e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273342 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -29815298.000000 Penalty: 4077.217285
	Iteration 46Q: 3 clusters Score -2.98153e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274250 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -29815106.000000 Penalty: 4077.217285
	Iteration 47Q: 3 clusters Score -2.981511e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275099 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -29814888.000000 Penalty: 4077.217285
	Iteration 48Q: 3 clusters Score -2.981489e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275881 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -29814520.000000 Penalty: 4077.217285
	Iteration 49Q: 3 clusters Score -2.981452e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276586 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -29814092.000000 Penalty: 4077.217285
	Iteration 50Q: 3 clusters Score -2.981409e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277183 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -29813964.000000 Penalty: 4077.217285
	Iteration 51Q: 3 clusters Score -2.981396e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277647 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -29813506.000000 Penalty: 4077.217285
	Iteration 52Q: 3 clusters Score -2.981351e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278056 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -29813212.000000 Penalty: 4077.217285
	Iteration 53Q: 3 clusters Score -2.981321e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278398 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -29812932.000000 Penalty: 4077.217285
	Iteration 54Q: 3 clusters Score -2.981293e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278662 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -29812672.000000 Penalty: 4077.217285
	Iteration 55Q: 3 clusters Score -2.981267e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278881 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -29812556.000000 Penalty: 4077.217285
	Iteration 56Q: 3 clusters Score -2.981256e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279037 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -29812380.000000 Penalty: 4077.217285
	Iteration 57Q: 3 clusters Score -2.981238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279149 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -29812232.000000 Penalty: 4077.217285
	Iteration 58Q: 3 clusters Score -2.981223e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279234 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -29812178.000000 Penalty: 4077.217285
	Iteration 59Q: 3 clusters Score -2.981218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279297 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -29812118.000000 Penalty: 4077.217285
	Iteration 60F: 3 clusters Score -2.981212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279336 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -29812104.000000 Penalty: 4077.217285
	Iteration 61Q: 3 clusters Score -2.98121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279366 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -29812056.000000 Penalty: 4077.217285
	Iteration 62Q: 3 clusters Score -2.981206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279392 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -29812006.000000 Penalty: 4077.217285
	Iteration 63Q: 3 clusters Score -2.981201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279416 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -29811992.000000 Penalty: 4077.217285
	Iteration 64Q: 3 clusters Score -2.981199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279436 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -29811994.000000 Penalty: 4077.217285
	Iteration 65Q: 3 clusters Score -2.981199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279453 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -29811984.000000 Penalty: 4077.217285
	Iteration 66Q: 3 clusters Score -2.981198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279471 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -29811962.000000 Penalty: 4077.217285
	Iteration 67Q: 3 clusters Score -2.981196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279495 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -29811958.000000 Penalty: 4077.217285
	Iteration 68Q: 3 clusters Score -2.981196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279513 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -29811926.000000 Penalty: 4077.217285
	Iteration 69Q: 3 clusters Score -2.981193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279535 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -29811950.000000 Penalty: 4077.217285
	Iteration 70Q: 3 clusters Score -2.981195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279551 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -29811924.000000 Penalty: 4077.217285
	Iteration 71Q: 3 clusters Score -2.981192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279563 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29811920.000000 Penalty: 4077.217285
	Iteration 72Q: 3 clusters Score -2.981192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279575 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -29811900.000000 Penalty: 4077.217285
	Iteration 73Q: 3 clusters Score -2.98119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279587 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -29811902.000000 Penalty: 4077.217285
	Iteration 74Q: 3 clusters Score -2.98119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279603 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -29811886.000000 Penalty: 4077.217285
	Iteration 75Q: 3 clusters Score -2.981189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279614 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -29811880.000000 Penalty: 4077.217285
	Iteration 76Q: 3 clusters Score -2.981188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279625 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -29811874.000000 Penalty: 4077.217285
	Iteration 77Q: 3 clusters Score -2.981187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279632 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -29811866.000000 Penalty: 4077.217285
	Iteration 78Q: 3 clusters Score -2.981187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279640 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29811838.000000 Penalty: 4077.217285
	Iteration 79Q: 3 clusters Score -2.981184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279649 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -29811824.000000 Penalty: 4077.217285
	Iteration 80F: 3 clusters Score -2.981182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279662 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -29811776.000000 Penalty: 4077.217285
	Iteration 81Q: 3 clusters Score -2.981178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279671 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -29811746.000000 Penalty: 4077.217285
	Iteration 82Q: 3 clusters Score -2.981175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279681 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -29811750.000000 Penalty: 4077.217285
	Iteration 83Q: 3 clusters Score -2.981175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279689 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -29811728.000000 Penalty: 4077.217285
	Iteration 84Q: 3 clusters Score -2.981173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279695 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -29811710.000000 Penalty: 4077.217285
	Iteration 85Q: 3 clusters Score -2.981171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279698 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -29811718.000000 Penalty: 4077.217285
	Iteration 86Q: 3 clusters Score -2.981172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279702 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -29811722.000000 Penalty: 4077.217285
	Iteration 87Q: 3 clusters Score -2.981172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279705 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -29811724.000000 Penalty: 4077.217285
	Iteration 88Q: 3 clusters Score -2.981172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279707 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -29811718.000000 Penalty: 4077.217285
	Iteration 89Q: 3 clusters Score -2.981172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279711 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29811716.000000 Penalty: 4077.217285
	Iteration 90Q: 3 clusters Score -2.981172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279711 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29811716.000000 Penalty: 4077.217285
	Iteration 91F: 3 clusters Score -2.981172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Entering Unmasked Estep 
Score: -1625939.875000 Penalty: 1565.892578
	Iteration 0F: 2 clusters Score -1625940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1615331.250000 Penalty: 3131.785156
	Iteration 0F: 3 clusters Score -1615331 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1618908.250000 Penalty: 3131.785156
	Iteration 1F: 3 clusters Score -1618908 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1619209.125000 Penalty: 3131.785156
	Iteration 2F: 3 clusters Score -1619209 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1619558.250000 Penalty: 3131.785156
	Iteration 3Q: 3 clusters Score -1619558 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1620063.750000 Penalty: 3131.785156
	Iteration 4F: 3 clusters Score -1620064 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1620804.000000 Penalty: 3131.785156
	Iteration 5F: 3 clusters Score -1620804 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1621750.125000 Penalty: 3131.785156
	Iteration 6F: 3 clusters Score -1621750 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1622804.750000 Penalty: 3131.785156
	Iteration 7F: 3 clusters Score -1622805 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1623670.500000 Penalty: 3131.785156
	Iteration 8F: 3 clusters Score -1623670 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1624275.000000 Penalty: 3131.785156
	Iteration 9Q: 3 clusters Score -1624275 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1624674.000000 Penalty: 3131.785156
	Iteration 10Q: 3 clusters Score -1624674 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1624920.375000 Penalty: 3131.785156
	Iteration 11Q: 3 clusters Score -1624920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1625014.000000 Penalty: 3131.785156
	Iteration 12Q: 3 clusters Score -1625014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1625041.125000 Penalty: 3131.785156
	Iteration 13Q: 3 clusters Score -1625041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1625064.000000 Penalty: 3131.785156
	Iteration 14Q: 3 clusters Score -1625064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1625068.875000 Penalty: 3131.785156
	Iteration 15Q: 3 clusters Score -1625069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1625073.500000 Penalty: 3131.785156
	Iteration 16Q: 3 clusters Score -1625074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1625075.375000 Penalty: 3131.785156
	Iteration 17Q: 3 clusters Score -1625075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1625078.625000 Penalty: 3131.785156
	Iteration 18Q: 3 clusters Score -1625079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1625078.375000 Penalty: 3131.785156
	Iteration 19Q: 3 clusters Score -1625078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1625080.875000 Penalty: 3131.785156
	Iteration 20F: 3 clusters Score -1625081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1625080.375000 Penalty: 3131.785156
	Iteration 21Q: 3 clusters Score -1625080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1625077.500000 Penalty: 3131.785156
	Iteration 22Q: 3 clusters Score -1625078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1625078.875000 Penalty: 3131.785156
	Iteration 23Q: 3 clusters Score -1625079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1625079.125000 Penalty: 3131.785156
	Iteration 24Q: 3 clusters Score -1625079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1625079.125000 Penalty: 3131.785156
	Iteration 25F: 3 clusters Score -1625079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -11676.096680 Penalty: 808.719238
	Iteration 0F: 2 clusters Score -11676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11118.992188 Penalty: 1617.438477
	Iteration 0F: 3 clusters Score -11118.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11192.105469 Penalty: 1617.438477
	Iteration 1F: 3 clusters Score -11192.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11263.555664 Penalty: 1617.438477
	Iteration 2F: 3 clusters Score -11263.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11307.841797 Penalty: 1617.438477
	Iteration 3Q: 3 clusters Score -11307.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11322.584961 Penalty: 1617.438477
	Iteration 4Q: 3 clusters Score -11322.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11340.202148 Penalty: 1617.438477
	Iteration 5Q: 3 clusters Score -11340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11359.018555 Penalty: 1617.438477
	Iteration 6Q: 3 clusters Score -11359.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11372.850586 Penalty: 1617.438477
	Iteration 7Q: 3 clusters Score -11372.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11380.933594 Penalty: 1617.438477
	Iteration 8Q: 3 clusters Score -11380.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11384.608398 Penalty: 1617.438477
	Iteration 9Q: 3 clusters Score -11384.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11384.608398 Penalty: 1617.438477
	Iteration 10F: 3 clusters Score -11384.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Entering Unmasked Estep 
Score: -5979531.500000 Penalty: 1780.149048
	Iteration 0F: 2 clusters Score -5979532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5941332.500000 Penalty: 3560.298096
	Iteration 0F: 3 clusters Score -5941332 nChanged 26966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5956515.000000 Penalty: 3560.298096
	Iteration 1F: 3 clusters Score -5956515 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -5957026.500000 Penalty: 3560.298096
	Iteration 2Q: 3 clusters Score -5957026 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5957641.500000 Penalty: 3560.298096
	Iteration 3Q: 3 clusters Score -5957642 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5958382.000000 Penalty: 3560.298096
	Iteration 4Q: 3 clusters Score -5958382 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5959157.500000 Penalty: 3560.298096
	Iteration 5Q: 3 clusters Score -5959158 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5960087.000000 Penalty: 3560.298096
	Iteration 6Q: 3 clusters Score -5960087 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5961237.000000 Penalty: 3560.298096
	Iteration 7Q: 3 clusters Score -5961237 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5962603.000000 Penalty: 3560.298096
	Iteration 8Q: 3 clusters Score -5962603 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -5964356.000000 Penalty: 3560.298096
	Iteration 9F: 3 clusters Score -5964356 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5966207.500000 Penalty: 3560.298096
	Iteration 10F: 3 clusters Score -5966208 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5967695.500000 Penalty: 3560.298096
	Iteration 11Q: 3 clusters Score -5967696 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5968484.000000 Penalty: 3560.298096
	Iteration 12Q: 3 clusters Score -5968484 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5968925.000000 Penalty: 3560.298096
	Iteration 13Q: 3 clusters Score -5968925 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5969247.500000 Penalty: 3560.298096
	Iteration 14Q: 3 clusters Score -5969248 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5969594.000000 Penalty: 3560.298096
	Iteration 15Q: 3 clusters Score -5969594 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5969931.000000 Penalty: 3560.298096
	Iteration 16Q: 3 clusters Score -5969931 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5970274.500000 Penalty: 3560.298096
	Iteration 17Q: 3 clusters Score -5970274 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5970644.500000 Penalty: 3560.298096
	Iteration 18Q: 3 clusters Score -5970644 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -5971103.500000 Penalty: 3560.298096
	Iteration 19Q: 3 clusters Score -5971104 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5971595.000000 Penalty: 3560.298096
	Iteration 20F: 3 clusters Score -5971595 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -5972157.000000 Penalty: 3560.298096
	Iteration 21Q: 3 clusters Score -5972157 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -5972716.500000 Penalty: 3560.298096
	Iteration 22Q: 3 clusters Score -5972716 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5973363.000000 Penalty: 3560.298096
	Iteration 23Q: 3 clusters Score -5973363 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5974064.000000 Penalty: 3560.298096
	Iteration 24Q: 3 clusters Score -5974064 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5974789.000000 Penalty: 3560.298096
	Iteration 25Q: 3 clusters Score -5974789 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5975422.000000 Penalty: 3560.298096
	Iteration 26Q: 3 clusters Score -5975422 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5975953.500000 Penalty: 3560.298096
	Iteration 27Q: 3 clusters Score -5975954 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5976483.000000 Penalty: 3560.298096
	Iteration 28Q: 3 clusters Score -5976483 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5976887.000000 Penalty: 3560.298096
	Iteration 29Q: 3 clusters Score -5976887 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5977181.000000 Penalty: 3560.298096
	Iteration 30Q: 3 clusters Score -5977181 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5977378.500000 Penalty: 3560.298096
	Iteration 31Q: 3 clusters Score -5977378 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5977517.500000 Penalty: 3560.298096
	Iteration 32Q: 3 clusters Score -5977518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5977642.000000 Penalty: 3560.298096
	Iteration 33Q: 3 clusters Score -5977642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5977728.500000 Penalty: 3560.298096
	Iteration 34Q: 3 clusters Score -5977728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5977806.500000 Penalty: 3560.298096
	Iteration 35Q: 3 clusters Score -5977806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5977836.500000 Penalty: 3560.298096
	Iteration 36Q: 3 clusters Score -5977836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5977863.500000 Penalty: 3560.298096
	Iteration 37Q: 3 clusters Score -5977864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5977888.000000 Penalty: 3560.298096
	Iteration 38Q: 3 clusters Score -5977888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5977912.500000 Penalty: 3560.298096
	Iteration 39Q: 3 clusters Score -5977912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5977935.000000 Penalty: 3560.298096
	Iteration 40F: 3 clusters Score -5977935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5977948.000000 Penalty: 3560.298096
	Iteration 41Q: 3 clusters Score -5977948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5977951.500000 Penalty: 3560.298096
	Iteration 42Q: 3 clusters Score -5977952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5977960.500000 Penalty: 3560.298096
	Iteration 43Q: 3 clusters Score -5977960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5977965.000000 Penalty: 3560.298096
	Iteration 44Q: 3 clusters Score -5977965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5977964.000000 Penalty: 3560.298096
	Iteration 45Q: 3 clusters Score -5977964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5977973.500000 Penalty: 3560.298096
	Iteration 46Q: 3 clusters Score -5977974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5977976.000000 Penalty: 3560.298096
	Iteration 47Q: 3 clusters Score -5977976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5977983.000000 Penalty: 3560.298096
	Iteration 48Q: 3 clusters Score -5977983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5977987.500000 Penalty: 3560.298096
	Iteration 49Q: 3 clusters Score -5977988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5977985.500000 Penalty: 3560.298096
	Iteration 50Q: 3 clusters Score -5977986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5978002.000000 Penalty: 3560.298096
	Iteration 51Q: 3 clusters Score -5978002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5978004.000000 Penalty: 3560.298096
	Iteration 52Q: 3 clusters Score -5978004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5978004.000000 Penalty: 3560.298096
	Iteration 53Q: 3 clusters Score -5978004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5978002.000000 Penalty: 3560.298096
	Iteration 54Q: 3 clusters Score -5978002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5978002.000000 Penalty: 3560.298096
	Iteration 55F: 3 clusters Score -5978002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -254673.703125 Penalty: 1275.768433
	Iteration 0F: 2 clusters Score -254673.7 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 1251 members 
Entering Unmasked Estep 
Score: -252232.375000 Penalty: 2551.536865
	Iteration 0F: 3 clusters Score -252232.4 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -252827.781250 Penalty: 2551.536865
	Iteration 1F: 3 clusters Score -252827.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -252947.687500 Penalty: 2551.536865
	Iteration 2F: 3 clusters Score -252947.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -253016.718750 Penalty: 2551.536865
	Iteration 3Q: 3 clusters Score -253016.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -253062.609375 Penalty: 2551.536865
	Iteration 4Q: 3 clusters Score -253062.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253106.890625 Penalty: 2551.536865
	Iteration 5Q: 3 clusters Score -253106.9 nChanged 77
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: -253149.125000 Penalty: 2551.536865
	Iteration 6Q: 3 clusters Score -253149.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -253182.031250 Penalty: 2551.536865
	Iteration 7Q: 3 clusters Score -253182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -253216.828125 Penalty: 2551.536865
	Iteration 8Q: 3 clusters Score -253216.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -253255.375000 Penalty: 2551.536865
	Iteration 9Q: 3 clusters Score -253255.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -253288.625000 Penalty: 2551.536865
	Iteration 10Q: 3 clusters Score -253288.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -253315.171875 Penalty: 2551.536865
	Iteration 11Q: 3 clusters Score -253315.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -253337.531250 Penalty: 2551.536865
	Iteration 12Q: 3 clusters Score -253337.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -253370.750000 Penalty: 2551.536865
	Iteration 13Q: 3 clusters Score -253370.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -253394.953125 Penalty: 2551.536865
	Iteration 14Q: 3 clusters Score -253395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253409.921875 Penalty: 2551.536865
	Iteration 15Q: 3 clusters Score -253409.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -253423.921875 Penalty: 2551.536865
	Iteration 16Q: 3 clusters Score -253423.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -253431.203125 Penalty: 2551.536865
	Iteration 17Q: 3 clusters Score -253431.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -253439.875000 Penalty: 2551.536865
	Iteration 18Q: 3 clusters Score -253439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -253444.531250 Penalty: 2551.536865
	Iteration 19Q: 3 clusters Score -253444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -253447.890625 Penalty: 2551.536865
	Iteration 20F: 3 clusters Score -253447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -253453.937500 Penalty: 2551.536865
	Iteration 21Q: 3 clusters Score -253453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -253460.125000 Penalty: 2551.536865
	Iteration 22Q: 3 clusters Score -253460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253471.156250 Penalty: 2551.536865
	Iteration 23Q: 3 clusters Score -253471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253481.437500 Penalty: 2551.536865
	Iteration 24Q: 3 clusters Score -253481.4 nChanged 19
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: -253489.593750 Penalty: 2551.536865
	Iteration 25Q: 3 clusters Score -253489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253495.640625 Penalty: 2551.536865
	Iteration 26Q: 3 clusters Score -253495.6 nChanged 13
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: -253502.343750 Penalty: 2551.536865
	Iteration 27Q: 3 clusters Score -253502.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253506.296875 Penalty: 2551.536865
	Iteration 28Q: 3 clusters Score -253506.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -253511.640625 Penalty: 2551.536865
	Iteration 29Q: 3 clusters Score -253511.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253518.921875 Penalty: 2551.536865
	Iteration 30Q: 3 clusters Score -253518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -253527.234375 Penalty: 2551.536865
	Iteration 31Q: 3 clusters Score -253527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -253535.687500 Penalty: 2551.536865
	Iteration 32Q: 3 clusters Score -253535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -253542.968750 Penalty: 2551.536865
	Iteration 33Q: 3 clusters Score -253543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -253554.078125 Penalty: 2551.536865
	Iteration 34Q: 3 clusters Score -253554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -253565.656250 Penalty: 2551.536865
	Iteration 35Q: 3 clusters Score -253565.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -253574.140625 Penalty: 2551.536865
	Iteration 36Q: 3 clusters Score -253574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -253578.984375 Penalty: 2551.536865
	Iteration 37Q: 3 clusters Score -253579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -253582.062500 Penalty: 2551.536865
	Iteration 38Q: 3 clusters Score -253582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -253586.875000 Penalty: 2551.536865
	Iteration 39Q: 3 clusters Score -253586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -253591.875000 Penalty: 2551.536865
	Iteration 40F: 3 clusters Score -253591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -253592.765625 Penalty: 2551.536865
	Iteration 41Q: 3 clusters Score -253592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -253594.734375 Penalty: 2551.536865
	Iteration 42Q: 3 clusters Score -253594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -253596.828125 Penalty: 2551.536865
	Iteration 43Q: 3 clusters Score -253596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -253597.953125 Penalty: 2551.536865
	Iteration 44Q: 3 clusters Score -253598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -253599.875000 Penalty: 2551.536865
	Iteration 45Q: 3 clusters Score -253599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -253601.062500 Penalty: 2551.536865
	Iteration 46Q: 3 clusters Score -253601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -253601.765625 Penalty: 2551.536865
	Iteration 47Q: 3 clusters Score -253601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -253601.765625 Penalty: 2551.536865
	Iteration 48Q: 3 clusters Score -253601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253601.984375 Penalty: 2551.536865
	Iteration 49Q: 3 clusters Score -253602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -253602.562500 Penalty: 2551.536865
	Iteration 50Q: 3 clusters Score -253602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -253602.562500 Penalty: 2551.536865
	Iteration 51F: 3 clusters Score -253602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Entering Unmasked Estep 
Score: -2358663.250000 Penalty: 1628.867676
	Iteration 0F: 2 clusters Score -2358663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2343313.500000 Penalty: 3257.735352
	Iteration 0F: 3 clusters Score -2343314 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2348805.250000 Penalty: 3257.735352
	Iteration 1F: 3 clusters Score -2348805 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2349098.500000 Penalty: 3257.735352
	Iteration 2Q: 3 clusters Score -2349098 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2349373.250000 Penalty: 3257.735352
	Iteration 3Q: 3 clusters Score -2349373 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2349625.750000 Penalty: 3257.735352
	Iteration 4Q: 3 clusters Score -2349626 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2349909.000000 Penalty: 3257.735352
	Iteration 5Q: 3 clusters Score -2349909 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2350283.750000 Penalty: 3257.735352
	Iteration 6Q: 3 clusters Score -2350284 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2350753.000000 Penalty: 3257.735352
	Iteration 7Q: 3 clusters Score -2350753 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2351411.000000 Penalty: 3257.735352
	Iteration 8Q: 3 clusters Score -2351411 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2352164.750000 Penalty: 3257.735352
	Iteration 9Q: 3 clusters Score -2352165 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2352929.750000 Penalty: 3257.735352
	Iteration 10Q: 3 clusters Score -2352930 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2353696.250000 Penalty: 3257.735352
	Iteration 11Q: 3 clusters Score -2353696 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2354417.500000 Penalty: 3257.735352
	Iteration 12Q: 3 clusters Score -2354418 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2355077.750000 Penalty: 3257.735352
	Iteration 13Q: 3 clusters Score -2355078 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2355560.250000 Penalty: 3257.735352
	Iteration 14Q: 3 clusters Score -2355560 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2355938.750000 Penalty: 3257.735352
	Iteration 15Q: 3 clusters Score -2355939 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2356251.500000 Penalty: 3257.735352
	Iteration 16Q: 3 clusters Score -2356252 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2356519.750000 Penalty: 3257.735352
	Iteration 17Q: 3 clusters Score -2356520 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2356702.000000 Penalty: 3257.735352
	Iteration 18Q: 3 clusters Score -2356702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2356844.000000 Penalty: 3257.735352
	Iteration 19Q: 3 clusters Score -2356844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2356952.000000 Penalty: 3257.735352
	Iteration 20F: 3 clusters Score -2356952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2357023.500000 Penalty: 3257.735352
	Iteration 21Q: 3 clusters Score -2357024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2357075.750000 Penalty: 3257.735352
	Iteration 22Q: 3 clusters Score -2357076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2357128.000000 Penalty: 3257.735352
	Iteration 23Q: 3 clusters Score -2357128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2357164.250000 Penalty: 3257.735352
	Iteration 24Q: 3 clusters Score -2357164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2357187.000000 Penalty: 3257.735352
	Iteration 25Q: 3 clusters Score -2357187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2357225.000000 Penalty: 3257.735352
	Iteration 26Q: 3 clusters Score -2357225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2357248.750000 Penalty: 3257.735352
	Iteration 27Q: 3 clusters Score -2357249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2357266.500000 Penalty: 3257.735352
	Iteration 28Q: 3 clusters Score -2357266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2357283.500000 Penalty: 3257.735352
	Iteration 29Q: 3 clusters Score -2357284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2357292.750000 Penalty: 3257.735352
	Iteration 30Q: 3 clusters Score -2357293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2357298.500000 Penalty: 3257.735352
	Iteration 31Q: 3 clusters Score -2357298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2357309.250000 Penalty: 3257.735352
	Iteration 32Q: 3 clusters Score -2357309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2357314.000000 Penalty: 3257.735352
	Iteration 33Q: 3 clusters Score -2357314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2357323.250000 Penalty: 3257.735352
	Iteration 34Q: 3 clusters Score -2357323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2357334.750000 Penalty: 3257.735352
	Iteration 35Q: 3 clusters Score -2357335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2357343.750000 Penalty: 3257.735352
	Iteration 36Q: 3 clusters Score -2357344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2357350.500000 Penalty: 3257.735352
	Iteration 37Q: 3 clusters Score -2357350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2357349.250000 Penalty: 3257.735352
	Iteration 38Q: 3 clusters Score -2357349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2357351.500000 Penalty: 3257.735352
	Iteration 39Q: 3 clusters Score -2357352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2357353.500000 Penalty: 3257.735352
	Iteration 40F: 3 clusters Score -2357354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2357357.000000 Penalty: 3257.735352
	Iteration 41Q: 3 clusters Score -2357357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2357362.500000 Penalty: 3257.735352
	Iteration 42Q: 3 clusters Score -2357362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2357364.750000 Penalty: 3257.735352
	Iteration 43Q: 3 clusters Score -2357365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2357370.250000 Penalty: 3257.735352
	Iteration 44Q: 3 clusters Score -2357370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2357369.500000 Penalty: 3257.735352
	Iteration 45Q: 3 clusters Score -2357370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2357369.750000 Penalty: 3257.735352
	Iteration 46Q: 3 clusters Score -2357370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2357372.250000 Penalty: 3257.735352
	Iteration 47Q: 3 clusters Score -2357372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2357373.750000 Penalty: 3257.735352
	Iteration 48Q: 3 clusters Score -2357374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2357376.000000 Penalty: 3257.735352
	Iteration 49Q: 3 clusters Score -2357376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2357378.250000 Penalty: 3257.735352
	Iteration 50Q: 3 clusters Score -2357378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2357377.750000 Penalty: 3257.735352
	Iteration 51Q: 3 clusters Score -2357378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2357377.000000 Penalty: 3257.735352
	Iteration 52Q: 3 clusters Score -2357377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2357375.750000 Penalty: 3257.735352
	Iteration 53Q: 3 clusters Score -2357376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2357378.500000 Penalty: 3257.735352
	Iteration 54Q: 3 clusters Score -2357378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2357377.750000 Penalty: 3257.735352
	Iteration 55Q: 3 clusters Score -2357378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2357377.750000 Penalty: 3257.735352
	Iteration 56F: 3 clusters Score -2357378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Entering Unmasked Estep 
Score: -2524640.000000 Penalty: 1633.168579
	Iteration 0F: 2 clusters Score -2524640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2508928.000000 Penalty: 3266.337158
	Iteration 0F: 3 clusters Score -2508928 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2514579.000000 Penalty: 3266.337158
	Iteration 1F: 3 clusters Score -2514579 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2514902.250000 Penalty: 3266.337158
	Iteration 2Q: 3 clusters Score -2514902 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2515207.000000 Penalty: 3266.337158
	Iteration 3Q: 3 clusters Score -2515207 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2515550.750000 Penalty: 3266.337158
	Iteration 4Q: 3 clusters Score -2515551 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2516065.500000 Penalty: 3266.337158
	Iteration 5Q: 3 clusters Score -2516066 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2516746.500000 Penalty: 3266.337158
	Iteration 6Q: 3 clusters Score -2516746 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2517536.000000 Penalty: 3266.337158
	Iteration 7Q: 3 clusters Score -2517536 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2518510.250000 Penalty: 3266.337158
	Iteration 8F: 3 clusters Score -2518510 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2519429.750000 Penalty: 3266.337158
	Iteration 9F: 3 clusters Score -2519430 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2520200.250000 Penalty: 3266.337158
	Iteration 10Q: 3 clusters Score -2520200 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2520781.500000 Penalty: 3266.337158
	Iteration 11Q: 3 clusters Score -2520782 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2521191.250000 Penalty: 3266.337158
	Iteration 12Q: 3 clusters Score -2521191 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2521480.000000 Penalty: 3266.337158
	Iteration 13Q: 3 clusters Score -2521480 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2521691.750000 Penalty: 3266.337158
	Iteration 14Q: 3 clusters Score -2521692 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2521843.750000 Penalty: 3266.337158
	Iteration 15Q: 3 clusters Score -2521844 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2521993.250000 Penalty: 3266.337158
	Iteration 16Q: 3 clusters Score -2521993 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2522087.250000 Penalty: 3266.337158
	Iteration 17Q: 3 clusters Score -2522087 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2522187.000000 Penalty: 3266.337158
	Iteration 18Q: 3 clusters Score -2522187 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2522269.750000 Penalty: 3266.337158
	Iteration 19Q: 3 clusters Score -2522270 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2522351.000000 Penalty: 3266.337158
	Iteration 20F: 3 clusters Score -2522351 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2522428.000000 Penalty: 3266.337158
	Iteration 21Q: 3 clusters Score -2522428 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2522501.750000 Penalty: 3266.337158
	Iteration 22Q: 3 clusters Score -2522502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2522598.500000 Penalty: 3266.337158
	Iteration 23Q: 3 clusters Score -2522598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2522660.500000 Penalty: 3266.337158
	Iteration 24Q: 3 clusters Score -2522660 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2522733.250000 Penalty: 3266.337158
	Iteration 25Q: 3 clusters Score -2522733 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2522788.000000 Penalty: 3266.337158
	Iteration 26Q: 3 clusters Score -2522788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2522838.250000 Penalty: 3266.337158
	Iteration 27Q: 3 clusters Score -2522838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2522890.250000 Penalty: 3266.337158
	Iteration 28Q: 3 clusters Score -2522890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2522943.500000 Penalty: 3266.337158
	Iteration 29Q: 3 clusters Score -2522944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2522979.000000 Penalty: 3266.337158
	Iteration 30Q: 3 clusters Score -2522979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2523007.750000 Penalty: 3266.337158
	Iteration 31Q: 3 clusters Score -2523008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2523039.500000 Penalty: 3266.337158
	Iteration 32Q: 3 clusters Score -2523040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2523065.000000 Penalty: 3266.337158
	Iteration 33Q: 3 clusters Score -2523065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2523098.750000 Penalty: 3266.337158
	Iteration 34Q: 3 clusters Score -2523099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2523124.500000 Penalty: 3266.337158
	Iteration 35Q: 3 clusters Score -2523124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2523144.750000 Penalty: 3266.337158
	Iteration 36Q: 3 clusters Score -2523145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2523163.750000 Penalty: 3266.337158
	Iteration 37Q: 3 clusters Score -2523164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2523182.750000 Penalty: 3266.337158
	Iteration 38Q: 3 clusters Score -2523183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2523195.000000 Penalty: 3266.337158
	Iteration 39Q: 3 clusters Score -2523195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2523209.500000 Penalty: 3266.337158
	Iteration 40F: 3 clusters Score -2523210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2523217.250000 Penalty: 3266.337158
	Iteration 41Q: 3 clusters Score -2523217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2523230.750000 Penalty: 3266.337158
	Iteration 42Q: 3 clusters Score -2523231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2523236.500000 Penalty: 3266.337158
	Iteration 43Q: 3 clusters Score -2523236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2523240.000000 Penalty: 3266.337158
	Iteration 44Q: 3 clusters Score -2523240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2523248.000000 Penalty: 3266.337158
	Iteration 45Q: 3 clusters Score -2523248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2523249.000000 Penalty: 3266.337158
	Iteration 46Q: 3 clusters Score -2523249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2523255.000000 Penalty: 3266.337158
	Iteration 47Q: 3 clusters Score -2523255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2523258.000000 Penalty: 3266.337158
	Iteration 48Q: 3 clusters Score -2523258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2523256.000000 Penalty: 3266.337158
	Iteration 49Q: 3 clusters Score -2523256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2523259.750000 Penalty: 3266.337158
	Iteration 50Q: 3 clusters Score -2523260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2523262.500000 Penalty: 3266.337158
	Iteration 51Q: 3 clusters Score -2523262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2523263.500000 Penalty: 3266.337158
	Iteration 52Q: 3 clusters Score -2523264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2523261.750000 Penalty: 3266.337158
	Iteration 53Q: 3 clusters Score -2523262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2523261.250000 Penalty: 3266.337158
	Iteration 54Q: 3 clusters Score -2523261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2523259.000000 Penalty: 3266.337158
	Iteration 55Q: 3 clusters Score -2523259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2523259.000000 Penalty: 3266.337158
	Iteration 56F: 3 clusters Score -2523259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -13033.478516 Penalty: 830.697998
	Iteration 0F: 2 clusters Score -13033.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12522.245117 Penalty: 1661.395996
	Iteration 0F: 3 clusters Score -12522.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12624.164062 Penalty: 1661.395996
	Iteration 1F: 3 clusters Score -12624.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12650.526367 Penalty: 1661.395996
	Iteration 2F: 3 clusters Score -12650.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12658.888672 Penalty: 1661.395996
	Iteration 3Q: 3 clusters Score -12658.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12662.773438 Penalty: 1661.395996
	Iteration 4Q: 3 clusters Score -12662.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12662.773438 Penalty: 1661.395996
	Iteration 5F: 3 clusters Score -12662.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -379681.343750 Penalty: 1343.835571
	Iteration 0F: 2 clusters Score -379681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -376355.843750 Penalty: 2687.671143
	Iteration 0F: 3 clusters Score -376355.8 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -377297.093750 Penalty: 2687.671143
	Iteration 1F: 3 clusters Score -377297.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -377524.375000 Penalty: 2687.671143
	Iteration 2F: 3 clusters Score -377524.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -377702.562500 Penalty: 2687.671143
	Iteration 3F: 3 clusters Score -377702.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -377832.031250 Penalty: 2687.671143
	Iteration 4Q: 3 clusters Score -377832 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -377953.343750 Penalty: 2687.671143
	Iteration 5Q: 3 clusters Score -377953.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -378041.250000 Penalty: 2687.671143
	Iteration 6Q: 3 clusters Score -378041.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -378117.343750 Penalty: 2687.671143
	Iteration 7Q: 3 clusters Score -378117.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -378188.875000 Penalty: 2687.671143
	Iteration 8Q: 3 clusters Score -378188.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -378259.968750 Penalty: 2687.671143
	Iteration 9Q: 3 clusters Score -378260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -378314.406250 Penalty: 2687.671143
	Iteration 10Q: 3 clusters Score -378314.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -378360.843750 Penalty: 2687.671143
	Iteration 11Q: 3 clusters Score -378360.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -378398.750000 Penalty: 2687.671143
	Iteration 12Q: 3 clusters Score -378398.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -378438.156250 Penalty: 2687.671143
	Iteration 13Q: 3 clusters Score -378438.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -378485.562500 Penalty: 2687.671143
	Iteration 14Q: 3 clusters Score -378485.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -378519.656250 Penalty: 2687.671143
	Iteration 15Q: 3 clusters Score -378519.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -378541.531250 Penalty: 2687.671143
	Iteration 16Q: 3 clusters Score -378541.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -378558.156250 Penalty: 2687.671143
	Iteration 17Q: 3 clusters Score -378558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -378568.218750 Penalty: 2687.671143
	Iteration 18Q: 3 clusters Score -378568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -378574.343750 Penalty: 2687.671143
	Iteration 19Q: 3 clusters Score -378574.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -378579.281250 Penalty: 2687.671143
	Iteration 20F: 3 clusters Score -378579.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378583.687500 Penalty: 2687.671143
	Iteration 21Q: 3 clusters Score -378583.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -378586.437500 Penalty: 2687.671143
	Iteration 22Q: 3 clusters Score -378586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -378587.031250 Penalty: 2687.671143
	Iteration 23Q: 3 clusters Score -378587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -378589.500000 Penalty: 2687.671143
	Iteration 24Q: 3 clusters Score -378589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -378592.125000 Penalty: 2687.671143
	Iteration 25Q: 3 clusters Score -378592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -378594.531250 Penalty: 2687.671143
	Iteration 26Q: 3 clusters Score -378594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -378595.312500 Penalty: 2687.671143
	Iteration 27Q: 3 clusters Score -378595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -378595.031250 Penalty: 2687.671143
	Iteration 28Q: 3 clusters Score -378595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -378594.968750 Penalty: 2687.671143
	Iteration 29Q: 3 clusters Score -378595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -378594.968750 Penalty: 2687.671143
	Iteration 30F: 3 clusters Score -378595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -167101.796875 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -167101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165260.687500 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -165260.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -165613.562500 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -165613.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165718.781250 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -165718.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165785.734375 Penalty: 2396.142578
	Iteration 3F: 3 clusters Score -165785.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165824.890625 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -165824.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165865.250000 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -165865.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165891.375000 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -165891.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165912.546875 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -165912.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165933.390625 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -165933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165945.453125 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -165945.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165955.328125 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -165955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165966.406250 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -165966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -165983.500000 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -165983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165999.125000 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -165999.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -166013.531250 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -166013.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166025.468750 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -166025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166033.281250 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -166033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -166040.000000 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -166040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166043.578125 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -166043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -166046.109375 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -166046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166046.781250 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -166046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166047.078125 Penalty: 2396.142578
	Iteration 21Q: 3 clusters Score -166047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166048.078125 Penalty: 2396.142578
	Iteration 22Q: 3 clusters Score -166048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166048.078125 Penalty: 2396.142578
	Iteration 23F: 3 clusters Score -166048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Entering Unmasked Estep 
Score: -16680402.000000 Penalty: 1943.140991
	Iteration 0F: 2 clusters Score -1.66804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -16577547.000000 Penalty: 3886.281982
	Iteration 0F: 3 clusters Score -1.657755e+07 nChanged 75077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -16622252.000000 Penalty: 3886.281982
	Iteration 1F: 3 clusters Score -1.662225e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -16623509.000000 Penalty: 3886.281982
	Iteration 2Q: 3 clusters Score -1.662351e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -16625331.000000 Penalty: 3886.281982
	Iteration 3Q: 3 clusters Score -1.662533e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -16627994.000000 Penalty: 3886.281982
	Iteration 4Q: 3 clusters Score -1.662799e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -16632048.000000 Penalty: 3886.281982
	Iteration 5Q: 3 clusters Score -1.663205e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -16638344.000000 Penalty: 3886.281982
	Iteration 6F: 3 clusters Score -1.663834e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -16646568.000000 Penalty: 3886.281982
	Iteration 7F: 3 clusters Score -1.664657e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -16654973.000000 Penalty: 3886.281982
	Iteration 8F: 3 clusters Score -1.665497e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -16660301.000000 Penalty: 3886.281982
	Iteration 9F: 3 clusters Score -1.66603e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -16663156.000000 Penalty: 3886.281982
	Iteration 10Q: 3 clusters Score -1.666316e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -16664816.000000 Penalty: 3886.281982
	Iteration 11Q: 3 clusters Score -1.666482e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -16666149.000000 Penalty: 3886.281982
	Iteration 12Q: 3 clusters Score -1.666615e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -16667703.000000 Penalty: 3886.281982
	Iteration 13Q: 3 clusters Score -1.66677e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -16669231.000000 Penalty: 3886.281982
	Iteration 14Q: 3 clusters Score -1.666923e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -16670720.000000 Penalty: 3886.281982
	Iteration 15Q: 3 clusters Score -1.667072e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -16671886.000000 Penalty: 3886.281982
	Iteration 16Q: 3 clusters Score -1.667189e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116400 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -16673010.000000 Penalty: 3886.281982
	Iteration 17Q: 3 clusters Score -1.667301e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -16674095.000000 Penalty: 3886.281982
	Iteration 18Q: 3 clusters Score -1.66741e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -16674683.000000 Penalty: 3886.281982
	Iteration 19Q: 3 clusters Score -1.667468e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -16675254.000000 Penalty: 3886.281982
	Iteration 20F: 3 clusters Score -1.667525e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -16675770.000000 Penalty: 3886.281982
	Iteration 21Q: 3 clusters Score -1.667577e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125035 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -16676050.000000 Penalty: 3886.281982
	Iteration 22Q: 3 clusters Score -1.667605e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -16676328.000000 Penalty: 3886.281982
	Iteration 23Q: 3 clusters Score -1.667633e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -16676493.000000 Penalty: 3886.281982
	Iteration 24Q: 3 clusters Score -1.667649e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129163 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -16676738.000000 Penalty: 3886.281982
	Iteration 25Q: 3 clusters Score -1.667674e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -16677085.000000 Penalty: 3886.281982
	Iteration 26Q: 3 clusters Score -1.667708e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131799 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -16677344.000000 Penalty: 3886.281982
	Iteration 27Q: 3 clusters Score -1.667734e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -16677664.000000 Penalty: 3886.281982
	Iteration 28Q: 3 clusters Score -1.667766e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -16677874.000000 Penalty: 3886.281982
	Iteration 29Q: 3 clusters Score -1.667787e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -16678095.000000 Penalty: 3886.281982
	Iteration 30Q: 3 clusters Score -1.66781e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136276 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -16678347.000000 Penalty: 3886.281982
	Iteration 31Q: 3 clusters Score -1.667835e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -16678563.000000 Penalty: 3886.281982
	Iteration 32Q: 3 clusters Score -1.667856e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -16678784.000000 Penalty: 3886.281982
	Iteration 33Q: 3 clusters Score -1.667878e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -16678979.000000 Penalty: 3886.281982
	Iteration 34Q: 3 clusters Score -1.667898e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -16679214.000000 Penalty: 3886.281982
	Iteration 35Q: 3 clusters Score -1.667921e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141898 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -16679376.000000 Penalty: 3886.281982
	Iteration 36Q: 3 clusters Score -1.667938e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -16679587.000000 Penalty: 3886.281982
	Iteration 37Q: 3 clusters Score -1.667959e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -16679679.000000 Penalty: 3886.281982
	Iteration 38Q: 3 clusters Score -1.667968e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -16679794.000000 Penalty: 3886.281982
	Iteration 39Q: 3 clusters Score -1.667979e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145849 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -16679888.000000 Penalty: 3886.281982
	Iteration 40F: 3 clusters Score -1.667989e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -16679903.000000 Penalty: 3886.281982
	Iteration 41Q: 3 clusters Score -1.66799e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -16679970.000000 Penalty: 3886.281982
	Iteration 42Q: 3 clusters Score -1.667997e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -16680084.000000 Penalty: 3886.281982
	Iteration 43Q: 3 clusters Score -1.668008e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -16680101.000000 Penalty: 3886.281982
	Iteration 44Q: 3 clusters Score -1.66801e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -16680086.000000 Penalty: 3886.281982
	Iteration 45Q: 3 clusters Score -1.668009e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -16680116.000000 Penalty: 3886.281982
	Iteration 46Q: 3 clusters Score -1.668012e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -16680115.000000 Penalty: 3886.281982
	Iteration 47Q: 3 clusters Score -1.668012e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -16680093.000000 Penalty: 3886.281982
	Iteration 48Q: 3 clusters Score -1.668009e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151328 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -16680091.000000 Penalty: 3886.281982
	Iteration 49Q: 3 clusters Score -1.668009e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -16680051.000000 Penalty: 3886.281982
	Iteration 50Q: 3 clusters Score -1.668005e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -16680111.000000 Penalty: 3886.281982
	Iteration 51Q: 3 clusters Score -1.668011e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -16680177.000000 Penalty: 3886.281982
	Iteration 52Q: 3 clusters Score -1.668018e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152467 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -16680135.000000 Penalty: 3886.281982
	Iteration 53Q: 3 clusters Score -1.668014e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -16680120.000000 Penalty: 3886.281982
	Iteration 54Q: 3 clusters Score -1.668012e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -16680049.000000 Penalty: 3886.281982
	Iteration 55Q: 3 clusters Score -1.668005e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -16680047.000000 Penalty: 3886.281982
	Iteration 56Q: 3 clusters Score -1.668005e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -16680025.000000 Penalty: 3886.281982
	Iteration 57Q: 3 clusters Score -1.668002e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -16680006.000000 Penalty: 3886.281982
	Iteration 58Q: 3 clusters Score -1.668001e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -16680016.000000 Penalty: 3886.281982
	Iteration 59Q: 3 clusters Score -1.668002e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -16679989.000000 Penalty: 3886.281982
	Iteration 60F: 3 clusters Score -1.667999e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -16679990.000000 Penalty: 3886.281982
	Iteration 61Q: 3 clusters Score -1.667999e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -16679979.000000 Penalty: 3886.281982
	Iteration 62Q: 3 clusters Score -1.667998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -16679975.000000 Penalty: 3886.281982
	Iteration 63Q: 3 clusters Score -1.667998e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -16679960.000000 Penalty: 3886.281982
	Iteration 64Q: 3 clusters Score -1.667996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153691 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16679947.000000 Penalty: 3886.281982
	Iteration 65Q: 3 clusters Score -1.667995e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -16679937.000000 Penalty: 3886.281982
	Iteration 66Q: 3 clusters Score -1.667994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -16679934.000000 Penalty: 3886.281982
	Iteration 67Q: 3 clusters Score -1.667993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153821 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -16679952.000000 Penalty: 3886.281982
	Iteration 68Q: 3 clusters Score -1.667995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -16679945.000000 Penalty: 3886.281982
	Iteration 69Q: 3 clusters Score -1.667994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -16679930.000000 Penalty: 3886.281982
	Iteration 70Q: 3 clusters Score -1.667993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -16679923.000000 Penalty: 3886.281982
	Iteration 71Q: 3 clusters Score -1.667992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153955 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -16679933.000000 Penalty: 3886.281982
	Iteration 72Q: 3 clusters Score -1.667993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16679944.000000 Penalty: 3886.281982
	Iteration 73Q: 3 clusters Score -1.667994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -16679962.000000 Penalty: 3886.281982
	Iteration 74Q: 3 clusters Score -1.667996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154034 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -16679940.000000 Penalty: 3886.281982
	Iteration 75Q: 3 clusters Score -1.667994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -16679946.000000 Penalty: 3886.281982
	Iteration 76Q: 3 clusters Score -1.667995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16679958.000000 Penalty: 3886.281982
	Iteration 77Q: 3 clusters Score -1.667996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -16679946.000000 Penalty: 3886.281982
	Iteration 78Q: 3 clusters Score -1.667995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154094 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -16679959.000000 Penalty: 3886.281982
	Iteration 79Q: 3 clusters Score -1.667996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16679945.000000 Penalty: 3886.281982
	Iteration 80F: 3 clusters Score -1.667994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154108 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -16679939.000000 Penalty: 3886.281982
	Iteration 81Q: 3 clusters Score -1.667994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -16679946.000000 Penalty: 3886.281982
	Iteration 82Q: 3 clusters Score -1.667995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16679949.000000 Penalty: 3886.281982
	Iteration 83Q: 3 clusters Score -1.667995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -16679943.000000 Penalty: 3886.281982
	Iteration 84Q: 3 clusters Score -1.667994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -16679942.000000 Penalty: 3886.281982
	Iteration 85Q: 3 clusters Score -1.667994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -16679943.000000 Penalty: 3886.281982
	Iteration 86Q: 3 clusters Score -1.667994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154141 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16679960.000000 Penalty: 3886.281982
	Iteration 87Q: 3 clusters Score -1.667996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16679960.000000 Penalty: 3886.281982
	Iteration 88Q: 3 clusters Score -1.667996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16679959.000000 Penalty: 3886.281982
	Iteration 89Q: 3 clusters Score -1.667996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -16679955.000000 Penalty: 3886.281982
	Iteration 90Q: 3 clusters Score -1.667996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154152 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -16679964.000000 Penalty: 3886.281982
	Iteration 91Q: 3 clusters Score -1.667996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154153 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -16679959.000000 Penalty: 3886.281982
	Iteration 92Q: 3 clusters Score -1.667996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154154 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16679957.000000 Penalty: 3886.281982
	Iteration 93Q: 3 clusters Score -1.667996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154157 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -16679960.000000 Penalty: 3886.281982
	Iteration 94Q: 3 clusters Score -1.667996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -16679965.000000 Penalty: 3886.281982
	Iteration 95Q: 3 clusters Score -1.667996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -16679968.000000 Penalty: 3886.281982
	Iteration 96Q: 3 clusters Score -1.667997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16679969.000000 Penalty: 3886.281982
	Iteration 97Q: 3 clusters Score -1.667997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -16679973.000000 Penalty: 3886.281982
	Iteration 98Q: 3 clusters Score -1.667997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16679978.000000 Penalty: 3886.281982
	Iteration 99Q: 3 clusters Score -1.667998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -16679965.000000 Penalty: 3886.281982
	Iteration 100F: 3 clusters Score -1.667996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16679971.000000 Penalty: 3886.281982
	Iteration 101Q: 3 clusters Score -1.667997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -16679974.000000 Penalty: 3886.281982
	Iteration 102Q: 3 clusters Score -1.667997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -16679958.000000 Penalty: 3886.281982
	Iteration 103Q: 3 clusters Score -1.667996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -16679950.000000 Penalty: 3886.281982
	Iteration 104Q: 3 clusters Score -1.667995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -16679957.000000 Penalty: 3886.281982
	Iteration 105Q: 3 clusters Score -1.667996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -16679948.000000 Penalty: 3886.281982
	Iteration 106Q: 3 clusters Score -1.667995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -16679948.000000 Penalty: 3886.281982
	Iteration 107Q: 3 clusters Score -1.667995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154219 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16679935.000000 Penalty: 3886.281982
	Iteration 108Q: 3 clusters Score -1.667994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16679933.000000 Penalty: 3886.281982
	Iteration 109Q: 3 clusters Score -1.667993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -16679933.000000 Penalty: 3886.281982
	Iteration 110Q: 3 clusters Score -1.667993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154241 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -16679942.000000 Penalty: 3886.281982
	Iteration 111Q: 3 clusters Score -1.667994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -16679928.000000 Penalty: 3886.281982
	Iteration 112Q: 3 clusters Score -1.667993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154258 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16679944.000000 Penalty: 3886.281982
	Iteration 113Q: 3 clusters Score -1.667994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -16679941.000000 Penalty: 3886.281982
	Iteration 114Q: 3 clusters Score -1.667994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16679947.000000 Penalty: 3886.281982
	Iteration 115Q: 3 clusters Score -1.667995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -16679952.000000 Penalty: 3886.281982
	Iteration 116Q: 3 clusters Score -1.667995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -16679952.000000 Penalty: 3886.281982
	Iteration 117F: 3 clusters Score -1.667995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -412171.375000 Penalty: 1339.490601
	Iteration 0F: 2 clusters Score -412171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -408967.625000 Penalty: 2678.981201
	Iteration 0F: 3 clusters Score -408967.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -409801.218750 Penalty: 2678.981201
	Iteration 1F: 3 clusters Score -409801.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -409963.593750 Penalty: 2678.981201
	Iteration 2F: 3 clusters Score -409963.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -410062.531250 Penalty: 2678.981201
	Iteration 3F: 3 clusters Score -410062.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -410143.156250 Penalty: 2678.981201
	Iteration 4Q: 3 clusters Score -410143.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -410202.531250 Penalty: 2678.981201
	Iteration 5Q: 3 clusters Score -410202.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -410264.093750 Penalty: 2678.981201
	Iteration 6Q: 3 clusters Score -410264.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -410322.250000 Penalty: 2678.981201
	Iteration 7Q: 3 clusters Score -410322.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -410380.156250 Penalty: 2678.981201
	Iteration 8Q: 3 clusters Score -410380.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -410442.593750 Penalty: 2678.981201
	Iteration 9Q: 3 clusters Score -410442.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -410494.531250 Penalty: 2678.981201
	Iteration 10Q: 3 clusters Score -410494.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -410537.531250 Penalty: 2678.981201
	Iteration 11Q: 3 clusters Score -410537.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -410584.218750 Penalty: 2678.981201
	Iteration 12Q: 3 clusters Score -410584.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -410644.062500 Penalty: 2678.981201
	Iteration 13Q: 3 clusters Score -410644.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -410686.250000 Penalty: 2678.981201
	Iteration 14Q: 3 clusters Score -410686.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -410717.406250 Penalty: 2678.981201
	Iteration 15Q: 3 clusters Score -410717.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -410738.125000 Penalty: 2678.981201
	Iteration 16Q: 3 clusters Score -410738.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -410759.750000 Penalty: 2678.981201
	Iteration 17Q: 3 clusters Score -410759.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -410779.406250 Penalty: 2678.981201
	Iteration 18Q: 3 clusters Score -410779.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -410793.343750 Penalty: 2678.981201
	Iteration 19Q: 3 clusters Score -410793.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -410805.250000 Penalty: 2678.981201
	Iteration 20F: 3 clusters Score -410805.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -410813.937500 Penalty: 2678.981201
	Iteration 21Q: 3 clusters Score -410813.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -410824.750000 Penalty: 2678.981201
	Iteration 22Q: 3 clusters Score -410824.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -410833.656250 Penalty: 2678.981201
	Iteration 23Q: 3 clusters Score -410833.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -410843.593750 Penalty: 2678.981201
	Iteration 24Q: 3 clusters Score -410843.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -410856.250000 Penalty: 2678.981201
	Iteration 25Q: 3 clusters Score -410856.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -410867.218750 Penalty: 2678.981201
	Iteration 26Q: 3 clusters Score -410867.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -410875.906250 Penalty: 2678.981201
	Iteration 27Q: 3 clusters Score -410875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -410884.187500 Penalty: 2678.981201
	Iteration 28Q: 3 clusters Score -410884.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -410893.625000 Penalty: 2678.981201
	Iteration 29Q: 3 clusters Score -410893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -410902.218750 Penalty: 2678.981201
	Iteration 30Q: 3 clusters Score -410902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -410906.375000 Penalty: 2678.981201
	Iteration 31Q: 3 clusters Score -410906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -410909.562500 Penalty: 2678.981201
	Iteration 32Q: 3 clusters Score -410909.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -410913.531250 Penalty: 2678.981201
	Iteration 33Q: 3 clusters Score -410913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -410917.906250 Penalty: 2678.981201
	Iteration 34Q: 3 clusters Score -410917.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -410924.218750 Penalty: 2678.981201
	Iteration 35Q: 3 clusters Score -410924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -410929.093750 Penalty: 2678.981201
	Iteration 36Q: 3 clusters Score -410929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -410930.937500 Penalty: 2678.981201
	Iteration 37Q: 3 clusters Score -410930.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -410933.625000 Penalty: 2678.981201
	Iteration 38Q: 3 clusters Score -410933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -410934.843750 Penalty: 2678.981201
	Iteration 39Q: 3 clusters Score -410934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -410936.093750 Penalty: 2678.981201
	Iteration 40F: 3 clusters Score -410936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -410938.437500 Penalty: 2678.981201
	Iteration 41Q: 3 clusters Score -410938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -410939.218750 Penalty: 2678.981201
	Iteration 42Q: 3 clusters Score -410939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -410939.843750 Penalty: 2678.981201
	Iteration 43Q: 3 clusters Score -410939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -410939.968750 Penalty: 2678.981201
	Iteration 44Q: 3 clusters Score -410940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -410941.125000 Penalty: 2678.981201
	Iteration 45Q: 3 clusters Score -410941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -410940.625000 Penalty: 2678.981201
	Iteration 46Q: 3 clusters Score -410940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -410941.437500 Penalty: 2678.981201
	Iteration 47Q: 3 clusters Score -410941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -410941.531250 Penalty: 2678.981201
	Iteration 48Q: 3 clusters Score -410941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -410942.812500 Penalty: 2678.981201
	Iteration 49Q: 3 clusters Score -410942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -410944.468750 Penalty: 2678.981201
	Iteration 50Q: 3 clusters Score -410944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -410945.906250 Penalty: 2678.981201
	Iteration 51Q: 3 clusters Score -410945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -410946.312500 Penalty: 2678.981201
	Iteration 52Q: 3 clusters Score -410946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -410947.750000 Penalty: 2678.981201
	Iteration 53Q: 3 clusters Score -410947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -410948.531250 Penalty: 2678.981201
	Iteration 54Q: 3 clusters Score -410948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -410951.625000 Penalty: 2678.981201
	Iteration 55Q: 3 clusters Score -410951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -410952.718750 Penalty: 2678.981201
	Iteration 56Q: 3 clusters Score -410952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -410955.593750 Penalty: 2678.981201
	Iteration 57Q: 3 clusters Score -410955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -410957.281250 Penalty: 2678.981201
	Iteration 58Q: 3 clusters Score -410957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -410957.343750 Penalty: 2678.981201
	Iteration 59Q: 3 clusters Score -410957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -410958.500000 Penalty: 2678.981201
	Iteration 60F: 3 clusters Score -410958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -410960.187500 Penalty: 2678.981201
	Iteration 61Q: 3 clusters Score -410960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -410962.406250 Penalty: 2678.981201
	Iteration 62Q: 3 clusters Score -410962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -410964.812500 Penalty: 2678.981201
	Iteration 63Q: 3 clusters Score -410964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -410968.218750 Penalty: 2678.981201
	Iteration 64Q: 3 clusters Score -410968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -410969.875000 Penalty: 2678.981201
	Iteration 65Q: 3 clusters Score -410969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -410972.531250 Penalty: 2678.981201
	Iteration 66Q: 3 clusters Score -410972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -410973.937500 Penalty: 2678.981201
	Iteration 67Q: 3 clusters Score -410973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -410974.218750 Penalty: 2678.981201
	Iteration 68Q: 3 clusters Score -410974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -410974.218750 Penalty: 2678.981201
	Iteration 69F: 3 clusters Score -410974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157921 members 
Entering Unmasked Estep 
Score: -16911000.000000 Penalty: 1945.100708
	Iteration 0F: 2 clusters Score -1.6911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -16809226.000000 Penalty: 3890.201416
	Iteration 0F: 3 clusters Score -1.680923e+07 nChanged 75953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -16853868.000000 Penalty: 3890.201416
	Iteration 1F: 3 clusters Score -1.685387e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -16855644.000000 Penalty: 3890.201416
	Iteration 2Q: 3 clusters Score -1.685564e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -16858330.000000 Penalty: 3890.201416
	Iteration 3Q: 3 clusters Score -1.685833e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -16862318.000000 Penalty: 3890.201416
	Iteration 4F: 3 clusters Score -1.686232e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -16867954.000000 Penalty: 3890.201416
	Iteration 5F: 3 clusters Score -1.686795e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -16875352.000000 Penalty: 3890.201416
	Iteration 6F: 3 clusters Score -1.687535e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -16885008.000000 Penalty: 3890.201416
	Iteration 7F: 3 clusters Score -1.688501e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -16894262.000000 Penalty: 3890.201416
	Iteration 8F: 3 clusters Score -1.689426e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -16899274.000000 Penalty: 3890.201416
	Iteration 9F: 3 clusters Score -1.689927e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -16901186.000000 Penalty: 3890.201416
	Iteration 10Q: 3 clusters Score -1.690119e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -16902048.000000 Penalty: 3890.201416
	Iteration 11Q: 3 clusters Score -1.690205e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -16902490.000000 Penalty: 3890.201416
	Iteration 12Q: 3 clusters Score -1.690249e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -16902900.000000 Penalty: 3890.201416
	Iteration 13Q: 3 clusters Score -1.69029e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -16903132.000000 Penalty: 3890.201416
	Iteration 14Q: 3 clusters Score -1.690313e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -16903310.000000 Penalty: 3890.201416
	Iteration 15Q: 3 clusters Score -1.690331e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -16903448.000000 Penalty: 3890.201416
	Iteration 16Q: 3 clusters Score -1.690345e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -16903556.000000 Penalty: 3890.201416
	Iteration 17Q: 3 clusters Score -1.690356e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -16903684.000000 Penalty: 3890.201416
	Iteration 18Q: 3 clusters Score -1.690368e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -16903670.000000 Penalty: 3890.201416
	Iteration 19Q: 3 clusters Score -1.690367e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -16903700.000000 Penalty: 3890.201416
	Iteration 20F: 3 clusters Score -1.69037e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 107515 members 
Entering Unmasked Estep 
Score: -16903734.000000 Penalty: 3890.201416
	Iteration 21Q: 3 clusters Score -1.690373e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -16903786.000000 Penalty: 3890.201416
	Iteration 22Q: 3 clusters Score -1.690379e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -16903796.000000 Penalty: 3890.201416
	Iteration 23Q: 3 clusters Score -1.69038e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -16903778.000000 Penalty: 3890.201416
	Iteration 24Q: 3 clusters Score -1.690378e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -16903818.000000 Penalty: 3890.201416
	Iteration 25Q: 3 clusters Score -1.690382e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -16903848.000000 Penalty: 3890.201416
	Iteration 26Q: 3 clusters Score -1.690385e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -16903830.000000 Penalty: 3890.201416
	Iteration 27Q: 3 clusters Score -1.690383e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.201416
	Iteration 28Q: 3 clusters Score -1.690385e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 109206 members 
Entering Unmasked Estep 
Score: -16903882.000000 Penalty: 3890.201416
	Iteration 29Q: 3 clusters Score -1.690388e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -16903890.000000 Penalty: 3890.201416
	Iteration 30Q: 3 clusters Score -1.690389e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -16903916.000000 Penalty: 3890.201416
	Iteration 31Q: 3 clusters Score -1.690392e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -16903942.000000 Penalty: 3890.201416
	Iteration 32Q: 3 clusters Score -1.690394e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -16903956.000000 Penalty: 3890.201416
	Iteration 33Q: 3 clusters Score -1.690396e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 110252 members 
Entering Unmasked Estep 
Score: -16903968.000000 Penalty: 3890.201416
	Iteration 34Q: 3 clusters Score -1.690397e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -16903970.000000 Penalty: 3890.201416
	Iteration 35Q: 3 clusters Score -1.690397e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -16903996.000000 Penalty: 3890.201416
	Iteration 36Q: 3 clusters Score -1.6904e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -16903998.000000 Penalty: 3890.201416
	Iteration 37Q: 3 clusters Score -1.6904e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -16904010.000000 Penalty: 3890.201416
	Iteration 38Q: 3 clusters Score -1.690401e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -16904008.000000 Penalty: 3890.201416
	Iteration 39Q: 3 clusters Score -1.690401e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -16904046.000000 Penalty: 3890.201416
	Iteration 40F: 3 clusters Score -1.690405e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 111841 members 
Entering Unmasked Estep 
Score: -16904054.000000 Penalty: 3890.201416
	Iteration 41Q: 3 clusters Score -1.690405e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -16904070.000000 Penalty: 3890.201416
	Iteration 42Q: 3 clusters Score -1.690407e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 112214 members 
Entering Unmasked Estep 
Score: -16904116.000000 Penalty: 3890.201416
	Iteration 43Q: 3 clusters Score -1.690412e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -16904152.000000 Penalty: 3890.201416
	Iteration 44Q: 3 clusters Score -1.690415e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 112611 members 
Entering Unmasked Estep 
Score: -16904146.000000 Penalty: 3890.201416
	Iteration 45Q: 3 clusters Score -1.690415e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 112798 members 
Entering Unmasked Estep 
Score: -16904148.000000 Penalty: 3890.201416
	Iteration 46Q: 3 clusters Score -1.690415e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -16904176.000000 Penalty: 3890.201416
	Iteration 47Q: 3 clusters Score -1.690418e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -16904148.000000 Penalty: 3890.201416
	Iteration 48Q: 3 clusters Score -1.690415e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -16904148.000000 Penalty: 3890.201416
	Iteration 49Q: 3 clusters Score -1.690415e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -16904166.000000 Penalty: 3890.201416
	Iteration 50Q: 3 clusters Score -1.690417e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -16904160.000000 Penalty: 3890.201416
	Iteration 51Q: 3 clusters Score -1.690416e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 114078 members 
Entering Unmasked Estep 
Score: -16904208.000000 Penalty: 3890.201416
	Iteration 52Q: 3 clusters Score -1.690421e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -16904184.000000 Penalty: 3890.201416
	Iteration 53Q: 3 clusters Score -1.690418e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -16904190.000000 Penalty: 3890.201416
	Iteration 54Q: 3 clusters Score -1.690419e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -16904226.000000 Penalty: 3890.201416
	Iteration 55Q: 3 clusters Score -1.690423e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -16904222.000000 Penalty: 3890.201416
	Iteration 56Q: 3 clusters Score -1.690422e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -16904168.000000 Penalty: 3890.201416
	Iteration 57Q: 3 clusters Score -1.690417e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -16904260.000000 Penalty: 3890.201416
	Iteration 58Q: 3 clusters Score -1.690426e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -16904282.000000 Penalty: 3890.201416
	Iteration 59Q: 3 clusters Score -1.690428e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -16904348.000000 Penalty: 3890.201416
	Iteration 60F: 3 clusters Score -1.690435e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 116915 members 
Entering Unmasked Estep 
Score: -16904398.000000 Penalty: 3890.201416
	Iteration 61Q: 3 clusters Score -1.69044e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -16904420.000000 Penalty: 3890.201416
	Iteration 62Q: 3 clusters Score -1.690442e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -16904414.000000 Penalty: 3890.201416
	Iteration 63Q: 3 clusters Score -1.690441e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -16904458.000000 Penalty: 3890.201416
	Iteration 64Q: 3 clusters Score -1.690446e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 118746 members 
Entering Unmasked Estep 
Score: -16904510.000000 Penalty: 3890.201416
	Iteration 65Q: 3 clusters Score -1.690451e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16904530.000000 Penalty: 3890.201416
	Iteration 66Q: 3 clusters Score -1.690453e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -16904546.000000 Penalty: 3890.201416
	Iteration 67Q: 3 clusters Score -1.690455e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -16904588.000000 Penalty: 3890.201416
	Iteration 68Q: 3 clusters Score -1.690459e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 121004 members 
Entering Unmasked Estep 
Score: -16904606.000000 Penalty: 3890.201416
	Iteration 69Q: 3 clusters Score -1.690461e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -16904646.000000 Penalty: 3890.201416
	Iteration 70Q: 3 clusters Score -1.690465e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -16904700.000000 Penalty: 3890.201416
	Iteration 71Q: 3 clusters Score -1.69047e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -16904832.000000 Penalty: 3890.201416
	Iteration 72Q: 3 clusters Score -1.690483e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -16904936.000000 Penalty: 3890.201416
	Iteration 73Q: 3 clusters Score -1.690494e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -16905004.000000 Penalty: 3890.201416
	Iteration 74Q: 3 clusters Score -1.6905e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -16905136.000000 Penalty: 3890.201416
	Iteration 75Q: 3 clusters Score -1.690514e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -16905210.000000 Penalty: 3890.201416
	Iteration 76Q: 3 clusters Score -1.690521e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -16905278.000000 Penalty: 3890.201416
	Iteration 77Q: 3 clusters Score -1.690528e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
Score: -16905344.000000 Penalty: 3890.201416
	Iteration 78Q: 3 clusters Score -1.690534e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 128487 members 
Entering Unmasked Estep 
Score: -16905500.000000 Penalty: 3890.201416
	Iteration 79Q: 3 clusters Score -1.69055e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 129370 members 
Entering Unmasked Estep 
Score: -16905662.000000 Penalty: 3890.201416
	Iteration 80F: 3 clusters Score -1.690566e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 130245 members 
Entering Unmasked Estep 
Score: -16905760.000000 Penalty: 3890.201416
	Iteration 81Q: 3 clusters Score -1.690576e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 131133 members 
Entering Unmasked Estep 
Score: -16905850.000000 Penalty: 3890.201416
	Iteration 82Q: 3 clusters Score -1.690585e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 132034 members 
Entering Unmasked Estep 
Score: -16906032.000000 Penalty: 3890.201416
	Iteration 83Q: 3 clusters Score -1.690603e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
Score: -16906100.000000 Penalty: 3890.201416
	Iteration 84Q: 3 clusters Score -1.69061e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -16906310.000000 Penalty: 3890.201416
	Iteration 85Q: 3 clusters Score -1.690631e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -16906480.000000 Penalty: 3890.201416
	Iteration 86Q: 3 clusters Score -1.690648e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 135567 members 
Entering Unmasked Estep 
Score: -16906636.000000 Penalty: 3890.201416
	Iteration 87Q: 3 clusters Score -1.690664e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -16906776.000000 Penalty: 3890.201416
	Iteration 88Q: 3 clusters Score -1.690678e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 137259 members 
Entering Unmasked Estep 
Score: -16906872.000000 Penalty: 3890.201416
	Iteration 89Q: 3 clusters Score -1.690687e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -16906992.000000 Penalty: 3890.201416
	Iteration 90Q: 3 clusters Score -1.690699e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 139049 members 
Entering Unmasked Estep 
Score: -16907184.000000 Penalty: 3890.201416
	Iteration 91Q: 3 clusters Score -1.690718e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -16907356.000000 Penalty: 3890.201416
	Iteration 92Q: 3 clusters Score -1.690736e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 140930 members 
Entering Unmasked Estep 
Score: -16907460.000000 Penalty: 3890.201416
	Iteration 93Q: 3 clusters Score -1.690746e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -16907710.000000 Penalty: 3890.201416
	Iteration 94Q: 3 clusters Score -1.690771e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 142866 members 
Entering Unmasked Estep 
Score: -16907898.000000 Penalty: 3890.201416
	Iteration 95Q: 3 clusters Score -1.69079e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 143863 members 
Entering Unmasked Estep 
Score: -16908164.000000 Penalty: 3890.201416
	Iteration 96Q: 3 clusters Score -1.690816e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 144815 members 
Entering Unmasked Estep 
Score: -16908374.000000 Penalty: 3890.201416
	Iteration 97Q: 3 clusters Score -1.690837e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 145764 members 
Entering Unmasked Estep 
Score: -16908564.000000 Penalty: 3890.201416
	Iteration 98Q: 3 clusters Score -1.690856e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -16908790.000000 Penalty: 3890.201416
	Iteration 99Q: 3 clusters Score -1.690879e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -16909066.000000 Penalty: 3890.201416
	Iteration 100F: 3 clusters Score -1.690907e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -16909202.000000 Penalty: 3890.201416
	Iteration 101Q: 3 clusters Score -1.69092e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -16909352.000000 Penalty: 3890.201416
	Iteration 102Q: 3 clusters Score -1.690935e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -16909436.000000 Penalty: 3890.201416
	Iteration 103Q: 3 clusters Score -1.690944e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -16909478.000000 Penalty: 3890.201416
	Iteration 104Q: 3 clusters Score -1.690948e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -16909504.000000 Penalty: 3890.201416
	Iteration 105Q: 3 clusters Score -1.69095e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 152096 members 
Entering Unmasked Estep 
Score: -16909508.000000 Penalty: 3890.201416
	Iteration 106Q: 3 clusters Score -1.690951e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -16909568.000000 Penalty: 3890.201416
	Iteration 107Q: 3 clusters Score -1.690957e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -16909572.000000 Penalty: 3890.201416
	Iteration 108Q: 3 clusters Score -1.690957e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -16909578.000000 Penalty: 3890.201416
	Iteration 109Q: 3 clusters Score -1.690958e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 153626 members 
Entering Unmasked Estep 
Score: -16909646.000000 Penalty: 3890.201416
	Iteration 110Q: 3 clusters Score -1.690965e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -16909688.000000 Penalty: 3890.201416
	Iteration 111Q: 3 clusters Score -1.690969e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -16909726.000000 Penalty: 3890.201416
	Iteration 112Q: 3 clusters Score -1.690973e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -16909770.000000 Penalty: 3890.201416
	Iteration 113Q: 3 clusters Score -1.690977e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -16909758.000000 Penalty: 3890.201416
	Iteration 114Q: 3 clusters Score -1.690976e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -16909764.000000 Penalty: 3890.201416
	Iteration 115Q: 3 clusters Score -1.690976e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
Score: -16909792.000000 Penalty: 3890.201416
	Iteration 116Q: 3 clusters Score -1.690979e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -16909774.000000 Penalty: 3890.201416
	Iteration 117Q: 3 clusters Score -1.690977e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -16909790.000000 Penalty: 3890.201416
	Iteration 118Q: 3 clusters Score -1.690979e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -16909822.000000 Penalty: 3890.201416
	Iteration 119Q: 3 clusters Score -1.690982e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -16909820.000000 Penalty: 3890.201416
	Iteration 120F: 3 clusters Score -1.690982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -16909866.000000 Penalty: 3890.201416
	Iteration 121Q: 3 clusters Score -1.690987e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -16909890.000000 Penalty: 3890.201416
	Iteration 122Q: 3 clusters Score -1.690989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -16909892.000000 Penalty: 3890.201416
	Iteration 123Q: 3 clusters Score -1.690989e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 155649 members 
Entering Unmasked Estep 
Score: -16909896.000000 Penalty: 3890.201416
	Iteration 124Q: 3 clusters Score -1.69099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -16909920.000000 Penalty: 3890.201416
	Iteration 125Q: 3 clusters Score -1.690992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -16909910.000000 Penalty: 3890.201416
	Iteration 126Q: 3 clusters Score -1.690991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -16909906.000000 Penalty: 3890.201416
	Iteration 127Q: 3 clusters Score -1.690991e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -16909916.000000 Penalty: 3890.201416
	Iteration 128Q: 3 clusters Score -1.690992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -16909932.000000 Penalty: 3890.201416
	Iteration 129Q: 3 clusters Score -1.690993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -16909944.000000 Penalty: 3890.201416
	Iteration 130Q: 3 clusters Score -1.690994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -16909954.000000 Penalty: 3890.201416
	Iteration 131Q: 3 clusters Score -1.690995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -16909944.000000 Penalty: 3890.201416
	Iteration 132Q: 3 clusters Score -1.690994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -16909954.000000 Penalty: 3890.201416
	Iteration 133Q: 3 clusters Score -1.690995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -16909952.000000 Penalty: 3890.201416
	Iteration 134Q: 3 clusters Score -1.690995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -16909964.000000 Penalty: 3890.201416
	Iteration 135Q: 3 clusters Score -1.690996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -16909962.000000 Penalty: 3890.201416
	Iteration 136Q: 3 clusters Score -1.690996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -16909960.000000 Penalty: 3890.201416
	Iteration 137Q: 3 clusters Score -1.690996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -16909962.000000 Penalty: 3890.201416
	Iteration 138Q: 3 clusters Score -1.690996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -16909974.000000 Penalty: 3890.201416
	Iteration 139Q: 3 clusters Score -1.690997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -16909978.000000 Penalty: 3890.201416
	Iteration 140F: 3 clusters Score -1.690998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -16909960.000000 Penalty: 3890.201416
	Iteration 141Q: 3 clusters Score -1.690996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -16909956.000000 Penalty: 3890.201416
	Iteration 142Q: 3 clusters Score -1.690996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 155955 members 
Entering Unmasked Estep 
Score: -16909962.000000 Penalty: 3890.201416
	Iteration 143Q: 3 clusters Score -1.690996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -16909972.000000 Penalty: 3890.201416
	Iteration 144Q: 3 clusters Score -1.690997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -16909956.000000 Penalty: 3890.201416
	Iteration 145Q: 3 clusters Score -1.690996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 155976 members 
Entering Unmasked Estep 
Score: -16909972.000000 Penalty: 3890.201416
	Iteration 146Q: 3 clusters Score -1.690997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 155983 members 
Entering Unmasked Estep 
Score: -16909978.000000 Penalty: 3890.201416
	Iteration 147Q: 3 clusters Score -1.690998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 155992 members 
Entering Unmasked Estep 
Score: -16909966.000000 Penalty: 3890.201416
	Iteration 148Q: 3 clusters Score -1.690997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -16909964.000000 Penalty: 3890.201416
	Iteration 149Q: 3 clusters Score -1.690996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -16909966.000000 Penalty: 3890.201416
	Iteration 150Q: 3 clusters Score -1.690997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -16909948.000000 Penalty: 3890.201416
	Iteration 151Q: 3 clusters Score -1.690995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -16909948.000000 Penalty: 3890.201416
	Iteration 152Q: 3 clusters Score -1.690995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -16909954.000000 Penalty: 3890.201416
	Iteration 153Q: 3 clusters Score -1.690995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -16909944.000000 Penalty: 3890.201416
	Iteration 154Q: 3 clusters Score -1.690994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 156030 members 
Entering Unmasked Estep 
Score: -16909940.000000 Penalty: 3890.201416
	Iteration 155Q: 3 clusters Score -1.690994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 156039 members 
Entering Unmasked Estep 
Score: -16909938.000000 Penalty: 3890.201416
	Iteration 156Q: 3 clusters Score -1.690994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -16909946.000000 Penalty: 3890.201416
	Iteration 157Q: 3 clusters Score -1.690995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -16909952.000000 Penalty: 3890.201416
	Iteration 158Q: 3 clusters Score -1.690995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 156059 members 
Entering Unmasked Estep 
Score: -16909970.000000 Penalty: 3890.201416
	Iteration 159Q: 3 clusters Score -1.690997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -16909948.000000 Penalty: 3890.201416
	Iteration 160F: 3 clusters Score -1.690995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -16909942.000000 Penalty: 3890.201416
	Iteration 161Q: 3 clusters Score -1.690994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -16909934.000000 Penalty: 3890.201416
	Iteration 162Q: 3 clusters Score -1.690993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -16909942.000000 Penalty: 3890.201416
	Iteration 163Q: 3 clusters Score -1.690994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -16909942.000000 Penalty: 3890.201416
	Iteration 164Q: 3 clusters Score -1.690994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -16909920.000000 Penalty: 3890.201416
	Iteration 165Q: 3 clusters Score -1.690992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -16909930.000000 Penalty: 3890.201416
	Iteration 166Q: 3 clusters Score -1.690993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -16909952.000000 Penalty: 3890.201416
	Iteration 167Q: 3 clusters Score -1.690995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -16909954.000000 Penalty: 3890.201416
	Iteration 168Q: 3 clusters Score -1.690995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -16909950.000000 Penalty: 3890.201416
	Iteration 169Q: 3 clusters Score -1.690995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -16909956.000000 Penalty: 3890.201416
	Iteration 170Q: 3 clusters Score -1.690996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -16909970.000000 Penalty: 3890.201416
	Iteration 171Q: 3 clusters Score -1.690997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -16909972.000000 Penalty: 3890.201416
	Iteration 172Q: 3 clusters Score -1.690997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -16909972.000000 Penalty: 3890.201416
	Iteration 173Q: 3 clusters Score -1.690997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -16909958.000000 Penalty: 3890.201416
	Iteration 174Q: 3 clusters Score -1.690996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -16909954.000000 Penalty: 3890.201416
	Iteration 175Q: 3 clusters Score -1.690995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -16909946.000000 Penalty: 3890.201416
	Iteration 176Q: 3 clusters Score -1.690995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -16909956.000000 Penalty: 3890.201416
	Iteration 177Q: 3 clusters Score -1.690996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -16909964.000000 Penalty: 3890.201416
	Iteration 178Q: 3 clusters Score -1.690996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -16909964.000000 Penalty: 3890.201416
	Iteration 179F: 3 clusters Score -1.690996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 33728 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 280768 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 11 contains 57226 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 22557 members 
Mstep: Class 14 contains 23162 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 156028 members 
Mstep: Class 21 contains 3801 members 
Mstep: Class 22 contains 157921 members 
Entering Unmasked Estep 
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Score: -84467088.000000 Penalty: 42000.691406
Iteration 119Q: 20 clusters Score -8.446709e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 3 contains 33793 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 11920 members 
Mstep: Class 6 contains 281036 members 
Mstep: Class 7 contains 15321 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 11 contains 57203 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 22553 members 
Mstep: Class 14 contains 23182 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 156322 members 
Mstep: Class 21 contains 3811 members 
Mstep: Class 22 contains 158100 members 
Entering Unmasked Estep 
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Score: -84467928.000000 Penalty: 42000.691406
Iteration 120F: 20 clusters Score -8.446793e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13313 members 
Mstep: Class 3 contains 33841 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 281009 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13292 members 
Mstep: Class 11 contains 57123 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 22534 members 
Mstep: Class 14 contains 23168 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 156390 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 158113 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -8.446796e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 13373 members 
Mstep: Class 3 contains 33886 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 11763 members 
Mstep: Class 6 contains 280994 members 
Mstep: Class 7 contains 15331 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 11 contains 57065 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 23168 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3811 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 156460 members 
Mstep: Class 21 contains 3810 members 
Mstep: Class 22 contains 158097 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -8.446786e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 33923 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 11731 members 
Mstep: Class 6 contains 280947 members 
Mstep: Class 7 contains 15335 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 11 contains 57028 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 22524 members 
Mstep: Class 14 contains 23158 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 156527 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 158067 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -8.44681e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13488 members 
Mstep: Class 3 contains 33944 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 11694 members 
Mstep: Class 6 contains 280901 members 
Mstep: Class 7 contains 15340 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 13108 members 
Mstep: Class 11 contains 56977 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 156621 members 
Mstep: Class 21 contains 3795 members 
Mstep: Class 22 contains 158051 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -8.446824e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13546 members 
Mstep: Class 3 contains 33947 members 
Mstep: Class 4 contains 5967 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 280909 members 
Mstep: Class 7 contains 15350 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 11 contains 56929 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 22492 members 
Mstep: Class 14 contains 23133 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 156694 members 
Mstep: Class 21 contains 3785 members 
Mstep: Class 22 contains 158013 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -8.44682e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 13601 members 
Mstep: Class 3 contains 33953 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 280866 members 
Mstep: Class 7 contains 15354 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 11 contains 56880 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 23114 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 156801 members 
Mstep: Class 21 contains 3780 members 
Mstep: Class 22 contains 157973 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -8.446829e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 33967 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 280804 members 
Mstep: Class 7 contains 15364 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 11 contains 56865 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 156862 members 
Mstep: Class 21 contains 3772 members 
Mstep: Class 22 contains 157953 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -8.446847e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 33964 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 11603 members 
Mstep: Class 6 contains 280795 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 13056 members 
Mstep: Class 11 contains 56841 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 23081 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 156939 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 157901 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -8.446851e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 33962 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 6 contains 280791 members 
Mstep: Class 7 contains 15383 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 13047 members 
Mstep: Class 11 contains 56815 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 23055 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 156987 members 
Mstep: Class 21 contains 3759 members 
Mstep: Class 22 contains 157851 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -8.446859e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 13871 members 
Mstep: Class 3 contains 33949 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 11569 members 
Mstep: Class 6 contains 280762 members 
Mstep: Class 7 contains 15390 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 11 contains 56769 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 22405 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 157062 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 157819 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -8.446853e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13959 members 
Mstep: Class 3 contains 33948 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 11544 members 
Mstep: Class 6 contains 280758 members 
Mstep: Class 7 contains 15391 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 11 contains 56732 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 23002 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3737 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 157105 members 
Mstep: Class 21 contains 3744 members 
Mstep: Class 22 contains 157779 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -8.446866e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 14075 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 280718 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13037 members 
Mstep: Class 11 contains 56698 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 22373 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 157138 members 
Mstep: Class 21 contains 3737 members 
Mstep: Class 22 contains 157745 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -8.446874e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 33938 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 11483 members 
Mstep: Class 6 contains 280725 members 
Mstep: Class 7 contains 15400 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 11 contains 56649 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 22366 members 
Mstep: Class 14 contains 22941 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 157171 members 
Mstep: Class 21 contains 3727 members 
Mstep: Class 22 contains 157698 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -8.446882e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 33923 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 11450 members 
Mstep: Class 6 contains 280647 members 
Mstep: Class 7 contains 15405 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13029 members 
Mstep: Class 11 contains 56610 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3718 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 157205 members 
Mstep: Class 21 contains 3715 members 
Mstep: Class 22 contains 157689 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -8.44692e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14535 members 
Mstep: Class 3 contains 33913 members 
Mstep: Class 4 contains 5969 members 
Mstep: Class 5 contains 11428 members 
Mstep: Class 6 contains 280591 members 
Mstep: Class 7 contains 15413 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 11 contains 56583 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 22332 members 
Mstep: Class 14 contains 22894 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 157216 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 22 contains 157668 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -8.446923e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14675 members 
Mstep: Class 3 contains 33909 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 11395 members 
Mstep: Class 6 contains 280579 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13017 members 
Mstep: Class 11 contains 56552 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 22322 members 
Mstep: Class 14 contains 22872 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 157198 members 
Mstep: Class 21 contains 3684 members 
Mstep: Class 22 contains 157659 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -8.446938e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14803 members 
Mstep: Class 3 contains 33886 members 
Mstep: Class 4 contains 5968 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 280598 members 
Mstep: Class 7 contains 15423 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 13005 members 
Mstep: Class 11 contains 56516 members 
Mstep: Class 12 contains 3031 members 
Mstep: Class 13 contains 22311 members 
Mstep: Class 14 contains 22845 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3697 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 157202 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 157652 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -8.446941e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14961 members 
Mstep: Class 3 contains 33885 members 
Mstep: Class 4 contains 5967 members 
Mstep: Class 5 contains 11343 members 
Mstep: Class 6 contains 280565 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 11 contains 56482 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 22309 members 
Mstep: Class 14 contains 22817 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 157167 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 157632 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -8.446956e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15099 members 
Mstep: Class 3 contains 33869 members 
Mstep: Class 4 contains 5967 members 
Mstep: Class 5 contains 11329 members 
Mstep: Class 6 contains 280528 members 
Mstep: Class 7 contains 15443 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12985 members 
Mstep: Class 11 contains 56458 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 22304 members 
Mstep: Class 14 contains 22785 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 157165 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 157639 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -8.446966e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 15246 members 
Mstep: Class 3 contains 33851 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 280507 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12979 members 
Mstep: Class 11 contains 56429 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 22297 members 
Mstep: Class 14 contains 22739 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 157145 members 
Mstep: Class 21 contains 3614 members 
Mstep: Class 22 contains 157647 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -8.446973e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 15395 members 
Mstep: Class 3 contains 33852 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 11296 members 
Mstep: Class 6 contains 280470 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12970 members 
Mstep: Class 11 contains 56410 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 157111 members 
Mstep: Class 21 contains 3608 members 
Mstep: Class 22 contains 157666 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -8.447008e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 33858 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 280423 members 
Mstep: Class 7 contains 15452 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12958 members 
Mstep: Class 11 contains 56397 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 22258 members 
Mstep: Class 14 contains 22650 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 157100 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 157680 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -8.447011e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 33869 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 11260 members 
Mstep: Class 6 contains 280380 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12950 members 
Mstep: Class 11 contains 56377 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 22591 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3653 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 157094 members 
Mstep: Class 21 contains 3613 members 
Mstep: Class 22 contains 157686 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -8.447027e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 15766 members 
Mstep: Class 3 contains 33855 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 11240 members 
Mstep: Class 6 contains 280367 members 
Mstep: Class 7 contains 15459 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12941 members 
Mstep: Class 11 contains 56343 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 22209 members 
Mstep: Class 14 contains 22542 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 157097 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 157693 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -8.447046e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15904 members 
Mstep: Class 3 contains 33854 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 11215 members 
Mstep: Class 6 contains 280365 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 11 contains 56316 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 22183 members 
Mstep: Class 14 contains 22510 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 157087 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 157653 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -8.447054e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 16030 members 
Mstep: Class 3 contains 33837 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 280399 members 
Mstep: Class 7 contains 15471 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 11 contains 56286 members 
Mstep: Class 12 contains 3141 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 22466 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3640 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 157073 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 157631 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -8.447048e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 16164 members 
Mstep: Class 3 contains 33828 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 11188 members 
Mstep: Class 6 contains 280416 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12926 members 
Mstep: Class 11 contains 56265 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 22419 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 157065 members 
Mstep: Class 21 contains 3524 members 
Mstep: Class 22 contains 157604 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -8.447058e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 16316 members 
Mstep: Class 3 contains 33822 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 280389 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12924 members 
Mstep: Class 11 contains 56240 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 22371 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3637 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157056 members 
Mstep: Class 21 contains 3490 members 
Mstep: Class 22 contains 157608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470584.000000 Penalty: 42000.691406
Iteration 148Q: 20 clusters Score -8.447058e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 16496 members 
Mstep: Class 3 contains 33825 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 11167 members 
Mstep: Class 6 contains 280364 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 11 contains 56216 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157026 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 157582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470624.000000 Penalty: 42000.691406
Iteration 149Q: 20 clusters Score -8.447062e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 16683 members 
Mstep: Class 3 contains 33827 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 11164 members 
Mstep: Class 6 contains 280348 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 11 contains 56193 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 22115 members 
Mstep: Class 14 contains 22279 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 156992 members 
Mstep: Class 21 contains 3437 members 
Mstep: Class 22 contains 157555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470688.000000 Penalty: 42000.691406
Iteration 150Q: 20 clusters Score -8.447069e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 16884 members 
Mstep: Class 3 contains 33834 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 11158 members 
Mstep: Class 6 contains 280284 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 11 contains 56168 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 22107 members 
Mstep: Class 14 contains 22204 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 156993 members 
Mstep: Class 21 contains 3428 members 
Mstep: Class 22 contains 157528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470792.000000 Penalty: 42000.691406
Iteration 151Q: 20 clusters Score -8.447079e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 17088 members 
Mstep: Class 3 contains 33831 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 280241 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12900 members 
Mstep: Class 11 contains 56136 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 22100 members 
Mstep: Class 14 contains 22156 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 156982 members 
Mstep: Class 21 contains 3407 members 
Mstep: Class 22 contains 157490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470816.000000 Penalty: 42000.691406
Iteration 152Q: 20 clusters Score -8.447082e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 17269 members 
Mstep: Class 3 contains 33834 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 11160 members 
Mstep: Class 6 contains 280177 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12895 members 
Mstep: Class 11 contains 56106 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 22091 members 
Mstep: Class 14 contains 22097 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156998 members 
Mstep: Class 21 contains 3403 members 
Mstep: Class 22 contains 157456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470872.000000 Penalty: 42000.691406
Iteration 153Q: 20 clusters Score -8.447087e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 17464 members 
Mstep: Class 3 contains 33831 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 280111 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12886 members 
Mstep: Class 11 contains 56079 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 22089 members 
Mstep: Class 14 contains 22034 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157026 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 157409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471192.000000 Penalty: 42000.691406
Iteration 154Q: 20 clusters Score -8.447119e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17646 members 
Mstep: Class 3 contains 33818 members 
Mstep: Class 4 contains 5965 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 280092 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12883 members 
Mstep: Class 11 contains 56056 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 22089 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157013 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 157375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471288.000000 Penalty: 42000.691406
Iteration 155Q: 20 clusters Score -8.447129e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 17844 members 
Mstep: Class 3 contains 33807 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 280029 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12876 members 
Mstep: Class 11 contains 56048 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 22090 members 
Mstep: Class 14 contains 21922 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 157016 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 157344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471592.000000 Penalty: 42000.691406
Iteration 156Q: 20 clusters Score -8.447159e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18071 members 
Mstep: Class 3 contains 33792 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11137 members 
Mstep: Class 6 contains 279973 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12874 members 
Mstep: Class 11 contains 56042 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 22095 members 
Mstep: Class 14 contains 21864 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156991 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 157296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471608.000000 Penalty: 42000.691406
Iteration 157Q: 20 clusters Score -8.447161e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18281 members 
Mstep: Class 3 contains 33771 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 11130 members 
Mstep: Class 6 contains 279933 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12870 members 
Mstep: Class 11 contains 56027 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 22097 members 
Mstep: Class 14 contains 21804 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156952 members 
Mstep: Class 21 contains 3326 members 
Mstep: Class 22 contains 157277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471688.000000 Penalty: 42000.691406
Iteration 158Q: 20 clusters Score -8.447169e+07 nChanged 921
Entering ConstructFrom: 
Score: -84471688.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -552022.250000 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -552022.2 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 2725 members 
Entering Unmasked Estep 
Score: -547792.625000 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -547792.6 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -549022.125000 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -549022.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -549210.750000 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -549210.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -549358.437500 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -549358.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -549479.062500 Penalty: 2787.637695
	Iteration 4Q: 3 clusters Score -549479.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -549622.375000 Penalty: 2787.637695
	Iteration 5Q: 3 clusters Score -549622.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -549773.625000 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -549773.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -549956.187500 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -549956.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -550131.062500 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -550131.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -550290.250000 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -550290.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -550429.500000 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -550429.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -550560.687500 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -550560.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -550688.375000 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -550688.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -550829.000000 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -550829 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -550942.562500 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -550942.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -551009.562500 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -551009.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -551061.125000 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -551061.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -551127.187500 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -551127.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -551174.250000 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -551174.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -551211.312500 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -551211.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -551242.187500 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -551242.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -551261.875000 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -551261.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -551276.187500 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -551276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -551283.312500 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -551283.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -551288.062500 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -551288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -551293.687500 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -551293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -551301.500000 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -551301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -551305.250000 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -551305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -551306.062500 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -551306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -551307.250000 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -551307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -551307.500000 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -551307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -551307.875000 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -551307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -551308.625000 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -551308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -551308.625000 Penalty: 2787.637695
	Iteration 33F: 3 clusters Score -551308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Entering Unmasked Estep 
Score: -2035132.500000 Penalty: 1596.472290
	Iteration 0F: 2 clusters Score -2035132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2022511.750000 Penalty: 3192.944580
	Iteration 0F: 3 clusters Score -2022512 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2026910.500000 Penalty: 3192.944580
	Iteration 1F: 3 clusters Score -2026910 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2027216.000000 Penalty: 3192.944580
	Iteration 2Q: 3 clusters Score -2027216 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2027473.375000 Penalty: 3192.944580
	Iteration 3Q: 3 clusters Score -2027473 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2027695.500000 Penalty: 3192.944580
	Iteration 4Q: 3 clusters Score -2027696 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2027882.750000 Penalty: 3192.944580
	Iteration 5Q: 3 clusters Score -2027883 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2028114.375000 Penalty: 3192.944580
	Iteration 6Q: 3 clusters Score -2028114 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2028386.625000 Penalty: 3192.944580
	Iteration 7Q: 3 clusters Score -2028387 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2028767.625000 Penalty: 3192.944580
	Iteration 8Q: 3 clusters Score -2028768 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2029271.625000 Penalty: 3192.944580
	Iteration 9Q: 3 clusters Score -2029272 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2029909.250000 Penalty: 3192.944580
	Iteration 10F: 3 clusters Score -2029909 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2030577.125000 Penalty: 3192.944580
	Iteration 11F: 3 clusters Score -2030577 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2030980.625000 Penalty: 3192.944580
	Iteration 12Q: 3 clusters Score -2030981 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2031164.125000 Penalty: 3192.944580
	Iteration 13Q: 3 clusters Score -2031164 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2031259.500000 Penalty: 3192.944580
	Iteration 14Q: 3 clusters Score -2031260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2031322.625000 Penalty: 3192.944580
	Iteration 15Q: 3 clusters Score -2031323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2031356.625000 Penalty: 3192.944580
	Iteration 16Q: 3 clusters Score -2031357 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2031408.875000 Penalty: 3192.944580
	Iteration 17Q: 3 clusters Score -2031409 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2031451.625000 Penalty: 3192.944580
	Iteration 18Q: 3 clusters Score -2031452 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2031493.750000 Penalty: 3192.944580
	Iteration 19Q: 3 clusters Score -2031494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2031530.500000 Penalty: 3192.944580
	Iteration 20F: 3 clusters Score -2031530 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2031551.625000 Penalty: 3192.944580
	Iteration 21Q: 3 clusters Score -2031552 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2031588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2031620.375000 Penalty: 3192.944580
	Iteration 23Q: 3 clusters Score -2031620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2031643.375000 Penalty: 3192.944580
	Iteration 24Q: 3 clusters Score -2031643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2031664.375000 Penalty: 3192.944580
	Iteration 25Q: 3 clusters Score -2031664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2031685.875000 Penalty: 3192.944580
	Iteration 26Q: 3 clusters Score -2031686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2031700.750000 Penalty: 3192.944580
	Iteration 27Q: 3 clusters Score -2031701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2031723.000000 Penalty: 3192.944580
	Iteration 28Q: 3 clusters Score -2031723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2031734.375000 Penalty: 3192.944580
	Iteration 29Q: 3 clusters Score -2031734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2031738.375000 Penalty: 3192.944580
	Iteration 30Q: 3 clusters Score -2031738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2031755.125000 Penalty: 3192.944580
	Iteration 31Q: 3 clusters Score -2031755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2031764.625000 Penalty: 3192.944580
	Iteration 32Q: 3 clusters Score -2031765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2031782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2031786.625000 Penalty: 3192.944580
	Iteration 34Q: 3 clusters Score -2031787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2031803.000000 Penalty: 3192.944580
	Iteration 35Q: 3 clusters Score -2031803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2031809.125000 Penalty: 3192.944580
	Iteration 36Q: 3 clusters Score -2031809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2031810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2031820.500000 Penalty: 3192.944580
	Iteration 38Q: 3 clusters Score -2031820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2031823.375000 Penalty: 3192.944580
	Iteration 39Q: 3 clusters Score -2031823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2031829.875000 Penalty: 3192.944580
	Iteration 40F: 3 clusters Score -2031830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2031839.250000 Penalty: 3192.944580
	Iteration 41Q: 3 clusters Score -2031839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2031847.750000 Penalty: 3192.944580
	Iteration 42Q: 3 clusters Score -2031848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2031855.625000 Penalty: 3192.944580
	Iteration 43Q: 3 clusters Score -2031856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2031863.000000 Penalty: 3192.944580
	Iteration 44Q: 3 clusters Score -2031863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2031874.750000 Penalty: 3192.944580
	Iteration 45Q: 3 clusters Score -2031875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2031879.875000 Penalty: 3192.944580
	Iteration 46Q: 3 clusters Score -2031880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2031881.625000 Penalty: 3192.944580
	Iteration 47Q: 3 clusters Score -2031882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2031886.750000 Penalty: 3192.944580
	Iteration 48Q: 3 clusters Score -2031887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2031892.500000 Penalty: 3192.944580
	Iteration 49Q: 3 clusters Score -2031892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2031897.625000 Penalty: 3192.944580
	Iteration 50Q: 3 clusters Score -2031898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2031913.125000 Penalty: 3192.944580
	Iteration 51Q: 3 clusters Score -2031913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2031913.125000 Penalty: 3192.944580
	Iteration 52Q: 3 clusters Score -2031913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2031921.000000 Penalty: 3192.944580
	Iteration 53Q: 3 clusters Score -2031921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2031924.625000 Penalty: 3192.944580
	Iteration 54Q: 3 clusters Score -2031925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2031932.500000 Penalty: 3192.944580
	Iteration 55Q: 3 clusters Score -2031932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2031936.625000 Penalty: 3192.944580
	Iteration 56Q: 3 clusters Score -2031937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2031951.750000 Penalty: 3192.944580
	Iteration 57Q: 3 clusters Score -2031952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2031960.125000 Penalty: 3192.944580
	Iteration 58Q: 3 clusters Score -2031960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2031969.250000 Penalty: 3192.944580
	Iteration 59Q: 3 clusters Score -2031969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2031971.125000 Penalty: 3192.944580
	Iteration 60F: 3 clusters Score -2031971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2031976.750000 Penalty: 3192.944580
	Iteration 61Q: 3 clusters Score -2031977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2031982.375000 Penalty: 3192.944580
	Iteration 62Q: 3 clusters Score -2031982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2031989.500000 Penalty: 3192.944580
	Iteration 63Q: 3 clusters Score -2031990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2032000.375000 Penalty: 3192.944580
	Iteration 64Q: 3 clusters Score -2032000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2032006.125000 Penalty: 3192.944580
	Iteration 65Q: 3 clusters Score -2032006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2032012.125000 Penalty: 3192.944580
	Iteration 66Q: 3 clusters Score -2032012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2032019.500000 Penalty: 3192.944580
	Iteration 67Q: 3 clusters Score -2032020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2032025.125000 Penalty: 3192.944580
	Iteration 68Q: 3 clusters Score -2032025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2032030.125000 Penalty: 3192.944580
	Iteration 69Q: 3 clusters Score -2032030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2032038.000000 Penalty: 3192.944580
	Iteration 70Q: 3 clusters Score -2032038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2032033.875000 Penalty: 3192.944580
	Iteration 71Q: 3 clusters Score -2032034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2032041.125000 Penalty: 3192.944580
	Iteration 72Q: 3 clusters Score -2032041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2032049.500000 Penalty: 3192.944580
	Iteration 73Q: 3 clusters Score -2032050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2032050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2032053.250000 Penalty: 3192.944580
	Iteration 75Q: 3 clusters Score -2032053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2032065.875000 Penalty: 3192.944580
	Iteration 76Q: 3 clusters Score -2032066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2032069.750000 Penalty: 3192.944580
	Iteration 77Q: 3 clusters Score -2032070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2032080.000000 Penalty: 3192.944580
	Iteration 78Q: 3 clusters Score -2032080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2032086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2032087.000000 Penalty: 3192.944580
	Iteration 80F: 3 clusters Score -2032087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2032110.500000 Penalty: 3192.944580
	Iteration 81Q: 3 clusters Score -2032110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2032116.375000 Penalty: 3192.944580
	Iteration 82Q: 3 clusters Score -2032116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2032126.625000 Penalty: 3192.944580
	Iteration 83Q: 3 clusters Score -2032127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2032137.750000 Penalty: 3192.944580
	Iteration 84Q: 3 clusters Score -2032138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2032146.125000 Penalty: 3192.944580
	Iteration 85Q: 3 clusters Score -2032146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2032153.375000 Penalty: 3192.944580
	Iteration 86Q: 3 clusters Score -2032153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2032170.875000 Penalty: 3192.944580
	Iteration 87Q: 3 clusters Score -2032171 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2032198.375000 Penalty: 3192.944580
	Iteration 88Q: 3 clusters Score -2032198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2032224.750000 Penalty: 3192.944580
	Iteration 89Q: 3 clusters Score -2032225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2032241.875000 Penalty: 3192.944580
	Iteration 90Q: 3 clusters Score -2032242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2032264.125000 Penalty: 3192.944580
	Iteration 91Q: 3 clusters Score -2032264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2032277.000000 Penalty: 3192.944580
	Iteration 92Q: 3 clusters Score -2032277 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2032284.750000 Penalty: 3192.944580
	Iteration 93Q: 3 clusters Score -2032285 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2032306.500000 Penalty: 3192.944580
	Iteration 94Q: 3 clusters Score -2032306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2032320.500000 Penalty: 3192.944580
	Iteration 95Q: 3 clusters Score -2032320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2032332.875000 Penalty: 3192.944580
	Iteration 96Q: 3 clusters Score -2032333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2032344.375000 Penalty: 3192.944580
	Iteration 97Q: 3 clusters Score -2032344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2032361.500000 Penalty: 3192.944580
	Iteration 98Q: 3 clusters Score -2032362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2032377.250000 Penalty: 3192.944580
	Iteration 99Q: 3 clusters Score -2032377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2032398.750000 Penalty: 3192.944580
	Iteration 100F: 3 clusters Score -2032399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2032415.250000 Penalty: 3192.944580
	Iteration 101Q: 3 clusters Score -2032415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2032438.375000 Penalty: 3192.944580
	Iteration 102Q: 3 clusters Score -2032438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2032461.500000 Penalty: 3192.944580
	Iteration 103Q: 3 clusters Score -2032462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2032487.375000 Penalty: 3192.944580
	Iteration 104Q: 3 clusters Score -2032487 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2032522.375000 Penalty: 3192.944580
	Iteration 105Q: 3 clusters Score -2032522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2032545.250000 Penalty: 3192.944580
	Iteration 106Q: 3 clusters Score -2032545 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2032576.750000 Penalty: 3192.944580
	Iteration 107Q: 3 clusters Score -2032577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2032609.625000 Penalty: 3192.944580
	Iteration 108Q: 3 clusters Score -2032610 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2032641.000000 Penalty: 3192.944580
	Iteration 109Q: 3 clusters Score -2032641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2032673.625000 Penalty: 3192.944580
	Iteration 110Q: 3 clusters Score -2032674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2032712.125000 Penalty: 3192.944580
	Iteration 111Q: 3 clusters Score -2032712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2032747.375000 Penalty: 3192.944580
	Iteration 112Q: 3 clusters Score -2032747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2032788.500000 Penalty: 3192.944580
	Iteration 113Q: 3 clusters Score -2032788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2032837.000000 Penalty: 3192.944580
	Iteration 114Q: 3 clusters Score -2032837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2032883.125000 Penalty: 3192.944580
	Iteration 115Q: 3 clusters Score -2032883 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2032926.375000 Penalty: 3192.944580
	Iteration 116Q: 3 clusters Score -2032926 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2032987.375000 Penalty: 3192.944580
	Iteration 117Q: 3 clusters Score -2032987 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2033020.750000 Penalty: 3192.944580
	Iteration 118Q: 3 clusters Score -2033021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2033060.000000 Penalty: 3192.944580
	Iteration 119Q: 3 clusters Score -2033060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2033095.375000 Penalty: 3192.944580
	Iteration 120F: 3 clusters Score -2033095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2033127.750000 Penalty: 3192.944580
	Iteration 121Q: 3 clusters Score -2033128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2033159.250000 Penalty: 3192.944580
	Iteration 122Q: 3 clusters Score -2033159 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2033193.375000 Penalty: 3192.944580
	Iteration 123Q: 3 clusters Score -2033193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2033239.125000 Penalty: 3192.944580
	Iteration 124Q: 3 clusters Score -2033239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2033269.625000 Penalty: 3192.944580
	Iteration 125Q: 3 clusters Score -2033270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2033297.500000 Penalty: 3192.944580
	Iteration 126Q: 3 clusters Score -2033298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2033328.750000 Penalty: 3192.944580
	Iteration 127Q: 3 clusters Score -2033329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2033364.000000 Penalty: 3192.944580
	Iteration 128Q: 3 clusters Score -2033364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2033391.625000 Penalty: 3192.944580
	Iteration 129Q: 3 clusters Score -2033392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2033408.625000 Penalty: 3192.944580
	Iteration 130Q: 3 clusters Score -2033409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2033438.500000 Penalty: 3192.944580
	Iteration 131Q: 3 clusters Score -2033438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2033457.750000 Penalty: 3192.944580
	Iteration 132Q: 3 clusters Score -2033458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2033485.750000 Penalty: 3192.944580
	Iteration 133Q: 3 clusters Score -2033486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2033509.500000 Penalty: 3192.944580
	Iteration 134Q: 3 clusters Score -2033510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2033540.125000 Penalty: 3192.944580
	Iteration 135Q: 3 clusters Score -2033540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2033566.375000 Penalty: 3192.944580
	Iteration 136Q: 3 clusters Score -2033566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2033587.500000 Penalty: 3192.944580
	Iteration 137Q: 3 clusters Score -2033588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2033606.500000 Penalty: 3192.944580
	Iteration 138Q: 3 clusters Score -2033606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2033614.750000 Penalty: 3192.944580
	Iteration 139Q: 3 clusters Score -2033615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2033623.000000 Penalty: 3192.944580
	Iteration 140F: 3 clusters Score -2033623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2033639.125000 Penalty: 3192.944580
	Iteration 141Q: 3 clusters Score -2033639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2033646.625000 Penalty: 3192.944580
	Iteration 142Q: 3 clusters Score -2033647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2033656.125000 Penalty: 3192.944580
	Iteration 143Q: 3 clusters Score -2033656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2033663.125000 Penalty: 3192.944580
	Iteration 144Q: 3 clusters Score -2033663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2033663.000000 Penalty: 3192.944580
	Iteration 145Q: 3 clusters Score -2033663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2033670.125000 Penalty: 3192.944580
	Iteration 146Q: 3 clusters Score -2033670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2033676.000000 Penalty: 3192.944580
	Iteration 147Q: 3 clusters Score -2033676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2033682.500000 Penalty: 3192.944580
	Iteration 148Q: 3 clusters Score -2033682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2033687.000000 Penalty: 3192.944580
	Iteration 149Q: 3 clusters Score -2033687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2033694.250000 Penalty: 3192.944580
	Iteration 150Q: 3 clusters Score -2033694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2033695.625000 Penalty: 3192.944580
	Iteration 151Q: 3 clusters Score -2033696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2033698.000000 Penalty: 3192.944580
	Iteration 152Q: 3 clusters Score -2033698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2033698.750000 Penalty: 3192.944580
	Iteration 153Q: 3 clusters Score -2033699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2033703.500000 Penalty: 3192.944580
	Iteration 154Q: 3 clusters Score -2033704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2033706.875000 Penalty: 3192.944580
	Iteration 155Q: 3 clusters Score -2033707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2033709.250000 Penalty: 3192.944580
	Iteration 156Q: 3 clusters Score -2033709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2033711.375000 Penalty: 3192.944580
	Iteration 157Q: 3 clusters Score -2033711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2033711.375000 Penalty: 3192.944580
	Iteration 158Q: 3 clusters Score -2033711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2033709.625000 Penalty: 3192.944580
	Iteration 159Q: 3 clusters Score -2033710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2033709.625000 Penalty: 3192.944580
	Iteration 160F: 3 clusters Score -2033710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Entering Unmasked Estep 
Score: -3651714.250000 Penalty: 1694.363770
	Iteration 0F: 2 clusters Score -3651714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3629052.250000 Penalty: 3388.727539
	Iteration 0F: 3 clusters Score -3629052 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3637792.250000 Penalty: 3388.727539
	Iteration 1F: 3 clusters Score -3637792 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3638368.500000 Penalty: 3388.727539
	Iteration 2Q: 3 clusters Score -3638368 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3639112.250000 Penalty: 3388.727539
	Iteration 3F: 3 clusters Score -3639112 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3640149.250000 Penalty: 3388.727539
	Iteration 4F: 3 clusters Score -3640149 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3641511.500000 Penalty: 3388.727539
	Iteration 5F: 3 clusters Score -3641512 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3643387.000000 Penalty: 3388.727539
	Iteration 6F: 3 clusters Score -3643387 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3645550.000000 Penalty: 3388.727539
	Iteration 7F: 3 clusters Score -3645550 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3647354.250000 Penalty: 3388.727539
	Iteration 8F: 3 clusters Score -3647354 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3648488.500000 Penalty: 3388.727539
	Iteration 9Q: 3 clusters Score -3648488 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3649023.000000 Penalty: 3388.727539
	Iteration 10Q: 3 clusters Score -3649023 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3649351.000000 Penalty: 3388.727539
	Iteration 11Q: 3 clusters Score -3649351 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3649583.250000 Penalty: 3388.727539
	Iteration 12Q: 3 clusters Score -3649583 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3649765.000000 Penalty: 3388.727539
	Iteration 13Q: 3 clusters Score -3649765 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3649910.000000 Penalty: 3388.727539
	Iteration 14Q: 3 clusters Score -3649910 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3650027.250000 Penalty: 3388.727539
	Iteration 15Q: 3 clusters Score -3650027 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3650123.750000 Penalty: 3388.727539
	Iteration 16Q: 3 clusters Score -3650124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3650213.500000 Penalty: 3388.727539
	Iteration 17Q: 3 clusters Score -3650214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3650293.250000 Penalty: 3388.727539
	Iteration 18Q: 3 clusters Score -3650293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3650344.500000 Penalty: 3388.727539
	Iteration 19Q: 3 clusters Score -3650344 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3650389.250000 Penalty: 3388.727539
	Iteration 20F: 3 clusters Score -3650389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3650431.250000 Penalty: 3388.727539
	Iteration 21Q: 3 clusters Score -3650431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3650458.750000 Penalty: 3388.727539
	Iteration 22Q: 3 clusters Score -3650459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3650493.000000 Penalty: 3388.727539
	Iteration 23Q: 3 clusters Score -3650493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3650524.250000 Penalty: 3388.727539
	Iteration 24Q: 3 clusters Score -3650524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3650548.500000 Penalty: 3388.727539
	Iteration 25Q: 3 clusters Score -3650548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3650574.750000 Penalty: 3388.727539
	Iteration 26Q: 3 clusters Score -3650575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3650585.750000 Penalty: 3388.727539
	Iteration 27Q: 3 clusters Score -3650586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3650588.000000 Penalty: 3388.727539
	Iteration 28Q: 3 clusters Score -3650588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3650595.750000 Penalty: 3388.727539
	Iteration 29Q: 3 clusters Score -3650596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3650612.750000 Penalty: 3388.727539
	Iteration 30Q: 3 clusters Score -3650613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3650626.750000 Penalty: 3388.727539
	Iteration 31Q: 3 clusters Score -3650627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3650639.000000 Penalty: 3388.727539
	Iteration 32Q: 3 clusters Score -3650639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3650644.250000 Penalty: 3388.727539
	Iteration 33Q: 3 clusters Score -3650644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3650655.000000 Penalty: 3388.727539
	Iteration 34Q: 3 clusters Score -3650655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3650663.750000 Penalty: 3388.727539
	Iteration 35Q: 3 clusters Score -3650664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3650672.750000 Penalty: 3388.727539
	Iteration 36Q: 3 clusters Score -3650673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3650677.750000 Penalty: 3388.727539
	Iteration 37Q: 3 clusters Score -3650678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3650678.000000 Penalty: 3388.727539
	Iteration 38Q: 3 clusters Score -3650678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3650678.000000 Penalty: 3388.727539
	Iteration 39Q: 3 clusters Score -3650678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3650682.000000 Penalty: 3388.727539
	Iteration 40F: 3 clusters Score -3650682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3650684.000000 Penalty: 3388.727539
	Iteration 41Q: 3 clusters Score -3650684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3650683.750000 Penalty: 3388.727539
	Iteration 42Q: 3 clusters Score -3650684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3650688.000000 Penalty: 3388.727539
	Iteration 43Q: 3 clusters Score -3650688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3650687.000000 Penalty: 3388.727539
	Iteration 44Q: 3 clusters Score -3650687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3650691.250000 Penalty: 3388.727539
	Iteration 45Q: 3 clusters Score -3650691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3650697.000000 Penalty: 3388.727539
	Iteration 46Q: 3 clusters Score -3650697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3650695.250000 Penalty: 3388.727539
	Iteration 47Q: 3 clusters Score -3650695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3650699.250000 Penalty: 3388.727539
	Iteration 48Q: 3 clusters Score -3650699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3650699.000000 Penalty: 3388.727539
	Iteration 49Q: 3 clusters Score -3650699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3650702.250000 Penalty: 3388.727539
	Iteration 50Q: 3 clusters Score -3650702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3650705.000000 Penalty: 3388.727539
	Iteration 51Q: 3 clusters Score -3650705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3650708.000000 Penalty: 3388.727539
	Iteration 52Q: 3 clusters Score -3650708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3650711.250000 Penalty: 3388.727539
	Iteration 53Q: 3 clusters Score -3650711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3650712.750000 Penalty: 3388.727539
	Iteration 54Q: 3 clusters Score -3650713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3650711.500000 Penalty: 3388.727539
	Iteration 55Q: 3 clusters Score -3650712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3650711.500000 Penalty: 3388.727539
	Iteration 56Q: 3 clusters Score -3650712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3650711.250000 Penalty: 3388.727539
	Iteration 57Q: 3 clusters Score -3650711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3650712.500000 Penalty: 3388.727539
	Iteration 58Q: 3 clusters Score -3650712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3650712.500000 Penalty: 3388.727539
	Iteration 59F: 3 clusters Score -3650712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -607352.500000 Penalty: 1412.611328
	Iteration 0F: 2 clusters Score -607352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -602867.000000 Penalty: 2825.222656
	Iteration 0F: 3 clusters Score -602867 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -604065.062500 Penalty: 2825.222656
	Iteration 1F: 3 clusters Score -604065.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -604269.687500 Penalty: 2825.222656
	Iteration 2F: 3 clusters Score -604269.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -604442.812500 Penalty: 2825.222656
	Iteration 3F: 3 clusters Score -604442.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -604717.187500 Penalty: 2825.222656
	Iteration 4F: 3 clusters Score -604717.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -605251.750000 Penalty: 2825.222656
	Iteration 5F: 3 clusters Score -605251.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -605885.375000 Penalty: 2825.222656
	Iteration 6F: 3 clusters Score -605885.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -606430.750000 Penalty: 2825.222656
	Iteration 7F: 3 clusters Score -606430.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -606783.750000 Penalty: 2825.222656
	Iteration 8F: 3 clusters Score -606783.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -606952.062500 Penalty: 2825.222656
	Iteration 9Q: 3 clusters Score -606952.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -607048.250000 Penalty: 2825.222656
	Iteration 10Q: 3 clusters Score -607048.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -607095.687500 Penalty: 2825.222656
	Iteration 11Q: 3 clusters Score -607095.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -607122.187500 Penalty: 2825.222656
	Iteration 12Q: 3 clusters Score -607122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -607138.687500 Penalty: 2825.222656
	Iteration 13Q: 3 clusters Score -607138.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -607148.125000 Penalty: 2825.222656
	Iteration 14Q: 3 clusters Score -607148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -607152.437500 Penalty: 2825.222656
	Iteration 15Q: 3 clusters Score -607152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -607153.937500 Penalty: 2825.222656
	Iteration 16Q: 3 clusters Score -607153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -607155.937500 Penalty: 2825.222656
	Iteration 17Q: 3 clusters Score -607155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -607156.812500 Penalty: 2825.222656
	Iteration 18Q: 3 clusters Score -607156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -607157.687500 Penalty: 2825.222656
	Iteration 19Q: 3 clusters Score -607157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -607156.625000 Penalty: 2825.222656
	Iteration 20F: 3 clusters Score -607156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -607159.375000 Penalty: 2825.222656
	Iteration 21Q: 3 clusters Score -607159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -607160.875000 Penalty: 2825.222656
	Iteration 22Q: 3 clusters Score -607160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -607165.437500 Penalty: 2825.222656
	Iteration 23Q: 3 clusters Score -607165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -607165.625000 Penalty: 2825.222656
	Iteration 24Q: 3 clusters Score -607165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -607166.812500 Penalty: 2825.222656
	Iteration 25Q: 3 clusters Score -607166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -607166.812500 Penalty: 2825.222656
	Iteration 26F: 3 clusters Score -607166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Entering Unmasked Estep 
Score: -1161842.000000 Penalty: 1514.019043
	Iteration 0F: 2 clusters Score -1161842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1153976.625000 Penalty: 3028.038086
	Iteration 0F: 3 clusters Score -1153977 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1156579.375000 Penalty: 3028.038086
	Iteration 1F: 3 clusters Score -1156579 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1156863.750000 Penalty: 3028.038086
	Iteration 2F: 3 clusters Score -1156864 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1157087.125000 Penalty: 3028.038086
	Iteration 3Q: 3 clusters Score -1157087 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1157331.500000 Penalty: 3028.038086
	Iteration 4Q: 3 clusters Score -1157332 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1157584.125000 Penalty: 3028.038086
	Iteration 5Q: 3 clusters Score -1157584 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1157882.375000 Penalty: 3028.038086
	Iteration 6Q: 3 clusters Score -1157882 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1158253.750000 Penalty: 3028.038086
	Iteration 7F: 3 clusters Score -1158254 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1158646.875000 Penalty: 3028.038086
	Iteration 8F: 3 clusters Score -1158647 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1159064.750000 Penalty: 3028.038086
	Iteration 9Q: 3 clusters Score -1159065 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1159478.750000 Penalty: 3028.038086
	Iteration 10Q: 3 clusters Score -1159479 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1159843.250000 Penalty: 3028.038086
	Iteration 11Q: 3 clusters Score -1159843 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1160134.250000 Penalty: 3028.038086
	Iteration 12Q: 3 clusters Score -1160134 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1160285.250000 Penalty: 3028.038086
	Iteration 13Q: 3 clusters Score -1160285 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1160362.375000 Penalty: 3028.038086
	Iteration 14Q: 3 clusters Score -1160362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1160401.125000 Penalty: 3028.038086
	Iteration 15Q: 3 clusters Score -1160401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1160430.125000 Penalty: 3028.038086
	Iteration 16Q: 3 clusters Score -1160430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1160452.375000 Penalty: 3028.038086
	Iteration 17Q: 3 clusters Score -1160452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1160463.250000 Penalty: 3028.038086
	Iteration 18Q: 3 clusters Score -1160463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1160473.000000 Penalty: 3028.038086
	Iteration 19Q: 3 clusters Score -1160473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1160481.000000 Penalty: 3028.038086
	Iteration 20F: 3 clusters Score -1160481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1160489.250000 Penalty: 3028.038086
	Iteration 21Q: 3 clusters Score -1160489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1160498.250000 Penalty: 3028.038086
	Iteration 22Q: 3 clusters Score -1160498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1160499.500000 Penalty: 3028.038086
	Iteration 23Q: 3 clusters Score -1160500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1160508.875000 Penalty: 3028.038086
	Iteration 24Q: 3 clusters Score -1160509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1160508.625000 Penalty: 3028.038086
	Iteration 25Q: 3 clusters Score -1160509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1160509.750000 Penalty: 3028.038086
	Iteration 26Q: 3 clusters Score -1160510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1160512.125000 Penalty: 3028.038086
	Iteration 27Q: 3 clusters Score -1160512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1160512.875000 Penalty: 3028.038086
	Iteration 28Q: 3 clusters Score -1160513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1160513.375000 Penalty: 3028.038086
	Iteration 29Q: 3 clusters Score -1160513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1160513.000000 Penalty: 3028.038086
	Iteration 30Q: 3 clusters Score -1160513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1160516.625000 Penalty: 3028.038086
	Iteration 31Q: 3 clusters Score -1160517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1160519.250000 Penalty: 3028.038086
	Iteration 32Q: 3 clusters Score -1160519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1160522.625000 Penalty: 3028.038086
	Iteration 33Q: 3 clusters Score -1160523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1160526.125000 Penalty: 3028.038086
	Iteration 34Q: 3 clusters Score -1160526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1160527.750000 Penalty: 3028.038086
	Iteration 35Q: 3 clusters Score -1160528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1160527.500000 Penalty: 3028.038086
	Iteration 36Q: 3 clusters Score -1160528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1160527.625000 Penalty: 3028.038086
	Iteration 37Q: 3 clusters Score -1160528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1160527.625000 Penalty: 3028.038086
	Iteration 38F: 3 clusters Score -1160528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (279856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279856 members 
Entering Unmasked Estep 
Score: -29709474.000000 Penalty: 2038.079956
	Iteration 0F: 2 clusters Score -2.970947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -29531712.000000 Penalty: 4076.159912
	Iteration 0F: 3 clusters Score -2.953171e+07 nChanged 136240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 126722 members 
Entering Unmasked Estep 
Score: -29613354.000000 Penalty: 4076.159912
	Iteration 1F: 3 clusters Score -2.961335e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -29616946.000000 Penalty: 4076.159912
	Iteration 2Q: 3 clusters Score -2.961695e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -29623814.000000 Penalty: 4076.159912
	Iteration 3F: 3 clusters Score -2.962381e+07 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191473 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -29635692.000000 Penalty: 4076.159912
	Iteration 4F: 3 clusters Score -2.963569e+07 nChanged 23184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211799 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -29652694.000000 Penalty: 4076.159912
	Iteration 5F: 3 clusters Score -2.965269e+07 nChanged 21859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230660 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -29671352.000000 Penalty: 4076.159912
	Iteration 6F: 3 clusters Score -2.967135e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243907 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -29687032.000000 Penalty: 4076.159912
	Iteration 7F: 3 clusters Score -2.968703e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251131 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -29697224.000000 Penalty: 4076.159912
	Iteration 8Q: 3 clusters Score -2.969722e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255085 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -29702308.000000 Penalty: 4076.159912
	Iteration 9Q: 3 clusters Score -2.970231e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257815 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -29705010.000000 Penalty: 4076.159912
	Iteration 10Q: 3 clusters Score -2.970501e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260091 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -29706700.000000 Penalty: 4076.159912
	Iteration 11Q: 3 clusters Score -2.97067e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262056 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -29707762.000000 Penalty: 4076.159912
	Iteration 12Q: 3 clusters Score -2.970776e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263843 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -29708738.000000 Penalty: 4076.159912
	Iteration 13Q: 3 clusters Score -2.970874e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265476 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -29709528.000000 Penalty: 4076.159912
	Iteration 14Q: 3 clusters Score -2.970953e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266889 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -29710016.000000 Penalty: 4076.159912
	Iteration 15Q: 3 clusters Score -2.971002e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268152 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -29710398.000000 Penalty: 4076.159912
	Iteration 16Q: 3 clusters Score -2.97104e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269345 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -29711156.000000 Penalty: 4076.159912
	Iteration 17Q: 3 clusters Score -2.971116e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270446 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -29711664.000000 Penalty: 4076.159912
	Iteration 18Q: 3 clusters Score -2.971166e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271460 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -29712174.000000 Penalty: 4076.159912
	Iteration 19Q: 3 clusters Score -2.971217e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272414 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -29712262.000000 Penalty: 4076.159912
	Iteration 20F: 3 clusters Score -2.971226e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273268 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -29712256.000000 Penalty: 4076.159912
	Iteration 21Q: 3 clusters Score -2.971226e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274090 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -29712038.000000 Penalty: 4076.159912
	Iteration 22Q: 3 clusters Score -2.971204e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274815 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -29711982.000000 Penalty: 4076.159912
	Iteration 23Q: 3 clusters Score -2.971198e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275488 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -29711678.000000 Penalty: 4076.159912
	Iteration 24Q: 3 clusters Score -2.971168e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276050 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -29711340.000000 Penalty: 4076.159912
	Iteration 25Q: 3 clusters Score -2.971134e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276551 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -29711008.000000 Penalty: 4076.159912
	Iteration 26Q: 3 clusters Score -2.971101e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276976 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -29710778.000000 Penalty: 4076.159912
	Iteration 27Q: 3 clusters Score -2.971078e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277334 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -29710572.000000 Penalty: 4076.159912
	Iteration 28Q: 3 clusters Score -2.971057e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277622 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -29710286.000000 Penalty: 4076.159912
	Iteration 29Q: 3 clusters Score -2.971029e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277843 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -29710074.000000 Penalty: 4076.159912
	Iteration 30Q: 3 clusters Score -2.971007e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278009 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -29709884.000000 Penalty: 4076.159912
	Iteration 31Q: 3 clusters Score -2.970988e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -29709792.000000 Penalty: 4076.159912
	Iteration 32Q: 3 clusters Score -2.970979e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278227 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -29709686.000000 Penalty: 4076.159912
	Iteration 33Q: 3 clusters Score -2.970969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278300 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -29709630.000000 Penalty: 4076.159912
	Iteration 34Q: 3 clusters Score -2.970963e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278363 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -29709580.000000 Penalty: 4076.159912
	Iteration 35Q: 3 clusters Score -2.970958e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278425 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -29709548.000000 Penalty: 4076.159912
	Iteration 36Q: 3 clusters Score -2.970955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278470 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -29709496.000000 Penalty: 4076.159912
	Iteration 37Q: 3 clusters Score -2.97095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278510 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -29709448.000000 Penalty: 4076.159912
	Iteration 38Q: 3 clusters Score -2.970945e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278549 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -29709424.000000 Penalty: 4076.159912
	Iteration 39Q: 3 clusters Score -2.970942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278576 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -29709392.000000 Penalty: 4076.159912
	Iteration 40F: 3 clusters Score -2.970939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278593 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -29709368.000000 Penalty: 4076.159912
	Iteration 41Q: 3 clusters Score -2.970937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278612 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -29709334.000000 Penalty: 4076.159912
	Iteration 42Q: 3 clusters Score -2.970933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278624 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -29709328.000000 Penalty: 4076.159912
	Iteration 43Q: 3 clusters Score -2.970933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278631 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -29709330.000000 Penalty: 4076.159912
	Iteration 44Q: 3 clusters Score -2.970933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278640 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -29709298.000000 Penalty: 4076.159912
	Iteration 45Q: 3 clusters Score -2.97093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278647 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -29709266.000000 Penalty: 4076.159912
	Iteration 46Q: 3 clusters Score -2.970927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278652 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -29709258.000000 Penalty: 4076.159912
	Iteration 47Q: 3 clusters Score -2.970926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278655 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -29709268.000000 Penalty: 4076.159912
	Iteration 48Q: 3 clusters Score -2.970927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278660 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -29709266.000000 Penalty: 4076.159912
	Iteration 49Q: 3 clusters Score -2.970927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278663 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -29709266.000000 Penalty: 4076.159912
	Iteration 50Q: 3 clusters Score -2.970927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278666 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -29709248.000000 Penalty: 4076.159912
	Iteration 51Q: 3 clusters Score -2.970925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278670 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -29709244.000000 Penalty: 4076.159912
	Iteration 52Q: 3 clusters Score -2.970924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278672 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -29709274.000000 Penalty: 4076.159912
	Iteration 53Q: 3 clusters Score -2.970927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278675 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -29709262.000000 Penalty: 4076.159912
	Iteration 54Q: 3 clusters Score -2.970926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278684 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -29709248.000000 Penalty: 4076.159912
	Iteration 55Q: 3 clusters Score -2.970925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278692 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -29709244.000000 Penalty: 4076.159912
	Iteration 56Q: 3 clusters Score -2.970924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278696 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29709246.000000 Penalty: 4076.159912
	Iteration 57Q: 3 clusters Score -2.970925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278703 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29709250.000000 Penalty: 4076.159912
	Iteration 58Q: 3 clusters Score -2.970925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278706 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29709240.000000 Penalty: 4076.159912
	Iteration 59Q: 3 clusters Score -2.970924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278710 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29709234.000000 Penalty: 4076.159912
	Iteration 60F: 3 clusters Score -2.970923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278713 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -29709224.000000 Penalty: 4076.159912
	Iteration 61Q: 3 clusters Score -2.970922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278718 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -29709222.000000 Penalty: 4076.159912
	Iteration 62Q: 3 clusters Score -2.970922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278721 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29709222.000000 Penalty: 4076.159912
	Iteration 63Q: 3 clusters Score -2.970922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278727 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29709206.000000 Penalty: 4076.159912
	Iteration 64Q: 3 clusters Score -2.970921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278731 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -29709192.000000 Penalty: 4076.159912
	Iteration 65Q: 3 clusters Score -2.970919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278737 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -29709208.000000 Penalty: 4076.159912
	Iteration 66Q: 3 clusters Score -2.970921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278740 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -29709208.000000 Penalty: 4076.159912
	Iteration 67Q: 3 clusters Score -2.970921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278749 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -29709194.000000 Penalty: 4076.159912
	Iteration 68Q: 3 clusters Score -2.970919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278752 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -29709186.000000 Penalty: 4076.159912
	Iteration 69Q: 3 clusters Score -2.970919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278752 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -29709188.000000 Penalty: 4076.159912
	Iteration 70Q: 3 clusters Score -2.970919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278756 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -29709194.000000 Penalty: 4076.159912
	Iteration 71Q: 3 clusters Score -2.970919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278759 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -29709180.000000 Penalty: 4076.159912
	Iteration 72Q: 3 clusters Score -2.970918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278760 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -29709188.000000 Penalty: 4076.159912
	Iteration 73Q: 3 clusters Score -2.970919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278762 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -29709190.000000 Penalty: 4076.159912
	Iteration 74Q: 3 clusters Score -2.970919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278763 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -29709200.000000 Penalty: 4076.159912
	Iteration 75Q: 3 clusters Score -2.97092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278763 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -29709200.000000 Penalty: 4076.159912
	Iteration 76F: 3 clusters Score -2.97092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Entering Unmasked Estep 
Score: -1643012.125000 Penalty: 1567.655396
	Iteration 0F: 2 clusters Score -1643012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1632259.375000 Penalty: 3135.310791
	Iteration 0F: 3 clusters Score -1632259 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1636011.250000 Penalty: 3135.310791
	Iteration 1F: 3 clusters Score -1636011 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1636516.625000 Penalty: 3135.310791
	Iteration 2F: 3 clusters Score -1636517 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1637270.125000 Penalty: 3135.310791
	Iteration 3F: 3 clusters Score -1637270 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1638254.625000 Penalty: 3135.310791
	Iteration 4F: 3 clusters Score -1638255 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1639307.000000 Penalty: 3135.310791
	Iteration 5F: 3 clusters Score -1639307 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1640270.875000 Penalty: 3135.310791
	Iteration 6F: 3 clusters Score -1640271 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1641016.750000 Penalty: 3135.310791
	Iteration 7F: 3 clusters Score -1641017 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1641508.125000 Penalty: 3135.310791
	Iteration 8Q: 3 clusters Score -1641508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1641710.125000 Penalty: 3135.310791
	Iteration 9Q: 3 clusters Score -1641710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1641826.000000 Penalty: 3135.310791
	Iteration 10Q: 3 clusters Score -1641826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1641896.750000 Penalty: 3135.310791
	Iteration 11Q: 3 clusters Score -1641897 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1641926.875000 Penalty: 3135.310791
	Iteration 12Q: 3 clusters Score -1641927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1641949.750000 Penalty: 3135.310791
	Iteration 13Q: 3 clusters Score -1641950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1641968.250000 Penalty: 3135.310791
	Iteration 14Q: 3 clusters Score -1641968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1641985.125000 Penalty: 3135.310791
	Iteration 15Q: 3 clusters Score -1641985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1641999.750000 Penalty: 3135.310791
	Iteration 16Q: 3 clusters Score -1642000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1642010.500000 Penalty: 3135.310791
	Iteration 17Q: 3 clusters Score -1642010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1642022.875000 Penalty: 3135.310791
	Iteration 18Q: 3 clusters Score -1642023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1642028.875000 Penalty: 3135.310791
	Iteration 19Q: 3 clusters Score -1642029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1642031.625000 Penalty: 3135.310791
	Iteration 20F: 3 clusters Score -1642032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1642036.250000 Penalty: 3135.310791
	Iteration 21Q: 3 clusters Score -1642036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1642039.500000 Penalty: 3135.310791
	Iteration 22Q: 3 clusters Score -1642040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1642048.125000 Penalty: 3135.310791
	Iteration 23Q: 3 clusters Score -1642048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1642052.875000 Penalty: 3135.310791
	Iteration 24Q: 3 clusters Score -1642053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1642054.500000 Penalty: 3135.310791
	Iteration 25Q: 3 clusters Score -1642054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1642058.250000 Penalty: 3135.310791
	Iteration 26Q: 3 clusters Score -1642058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1642060.250000 Penalty: 3135.310791
	Iteration 27Q: 3 clusters Score -1642060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1642062.625000 Penalty: 3135.310791
	Iteration 28Q: 3 clusters Score -1642063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1642064.250000 Penalty: 3135.310791
	Iteration 29Q: 3 clusters Score -1642064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1642071.750000 Penalty: 3135.310791
	Iteration 30Q: 3 clusters Score -1642072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1642079.000000 Penalty: 3135.310791
	Iteration 31Q: 3 clusters Score -1642079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1642083.625000 Penalty: 3135.310791
	Iteration 32Q: 3 clusters Score -1642084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1642088.250000 Penalty: 3135.310791
	Iteration 33Q: 3 clusters Score -1642088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1642087.000000 Penalty: 3135.310791
	Iteration 34Q: 3 clusters Score -1642087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1642087.250000 Penalty: 3135.310791
	Iteration 35Q: 3 clusters Score -1642087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1642087.125000 Penalty: 3135.310791
	Iteration 36Q: 3 clusters Score -1642087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1642086.375000 Penalty: 3135.310791
	Iteration 37Q: 3 clusters Score -1642086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1642087.375000 Penalty: 3135.310791
	Iteration 38Q: 3 clusters Score -1642087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1642090.250000 Penalty: 3135.310791
	Iteration 39Q: 3 clusters Score -1642090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1642088.750000 Penalty: 3135.310791
	Iteration 40F: 3 clusters Score -1642089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1642088.000000 Penalty: 3135.310791
	Iteration 41Q: 3 clusters Score -1642088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1642088.375000 Penalty: 3135.310791
	Iteration 42Q: 3 clusters Score -1642088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1642087.500000 Penalty: 3135.310791
	Iteration 43Q: 3 clusters Score -1642088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1642087.500000 Penalty: 3135.310791
	Iteration 44F: 3 clusters Score -1642088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -12040.910156 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -12040.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11458.812500 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -11458.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11573.485352 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -11573.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11591.269531 Penalty: 1626.282593
	Iteration 2Q: 3 clusters Score -11591.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11602.228516 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -11602.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11603.388672 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -11603.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11605.427734 Penalty: 1626.282593
	Iteration 5Q: 3 clusters Score -11605.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11605.427734 Penalty: 1626.282593
	Iteration 6F: 3 clusters Score -11605.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Entering Unmasked Estep 
Score: -1351481.250000 Penalty: 1537.593018
	Iteration 0F: 2 clusters Score -1351481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1342474.875000 Penalty: 3075.186035
	Iteration 0F: 3 clusters Score -1342475 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1345527.500000 Penalty: 3075.186035
	Iteration 1F: 3 clusters Score -1345528 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1345923.875000 Penalty: 3075.186035
	Iteration 2F: 3 clusters Score -1345924 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1346459.375000 Penalty: 3075.186035
	Iteration 3F: 3 clusters Score -1346459 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1347104.375000 Penalty: 3075.186035
	Iteration 4F: 3 clusters Score -1347104 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1347770.125000 Penalty: 3075.186035
	Iteration 5F: 3 clusters Score -1347770 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1348422.875000 Penalty: 3075.186035
	Iteration 6F: 3 clusters Score -1348423 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1348941.875000 Penalty: 3075.186035
	Iteration 7F: 3 clusters Score -1348942 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1349333.000000 Penalty: 3075.186035
	Iteration 8Q: 3 clusters Score -1349333 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1349661.500000 Penalty: 3075.186035
	Iteration 9Q: 3 clusters Score -1349662 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1349922.875000 Penalty: 3075.186035
	Iteration 10Q: 3 clusters Score -1349923 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1350129.375000 Penalty: 3075.186035
	Iteration 11Q: 3 clusters Score -1350129 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1350291.750000 Penalty: 3075.186035
	Iteration 12Q: 3 clusters Score -1350292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1350418.750000 Penalty: 3075.186035
	Iteration 13Q: 3 clusters Score -1350419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1350531.875000 Penalty: 3075.186035
	Iteration 14Q: 3 clusters Score -1350532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1350602.625000 Penalty: 3075.186035
	Iteration 15Q: 3 clusters Score -1350603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1350658.625000 Penalty: 3075.186035
	Iteration 16Q: 3 clusters Score -1350659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1350701.875000 Penalty: 3075.186035
	Iteration 17Q: 3 clusters Score -1350702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1350743.625000 Penalty: 3075.186035
	Iteration 18Q: 3 clusters Score -1350744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1350772.875000 Penalty: 3075.186035
	Iteration 19Q: 3 clusters Score -1350773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1350786.875000 Penalty: 3075.186035
	Iteration 20F: 3 clusters Score -1350787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1350792.375000 Penalty: 3075.186035
	Iteration 21Q: 3 clusters Score -1350792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1350804.625000 Penalty: 3075.186035
	Iteration 22Q: 3 clusters Score -1350805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1350809.375000 Penalty: 3075.186035
	Iteration 23Q: 3 clusters Score -1350809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1350816.125000 Penalty: 3075.186035
	Iteration 24Q: 3 clusters Score -1350816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1350820.375000 Penalty: 3075.186035
	Iteration 25Q: 3 clusters Score -1350820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1350825.750000 Penalty: 3075.186035
	Iteration 26Q: 3 clusters Score -1350826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1350828.000000 Penalty: 3075.186035
	Iteration 27Q: 3 clusters Score -1350828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1350829.750000 Penalty: 3075.186035
	Iteration 28Q: 3 clusters Score -1350830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1350833.000000 Penalty: 3075.186035
	Iteration 29Q: 3 clusters Score -1350833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1350830.875000 Penalty: 3075.186035
	Iteration 30Q: 3 clusters Score -1350831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1350831.375000 Penalty: 3075.186035
	Iteration 31Q: 3 clusters Score -1350831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1350832.000000 Penalty: 3075.186035
	Iteration 32Q: 3 clusters Score -1350832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1350832.000000 Penalty: 3075.186035
	Iteration 33Q: 3 clusters Score -1350832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1350837.375000 Penalty: 3075.186035
	Iteration 34Q: 3 clusters Score -1350837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1350840.250000 Penalty: 3075.186035
	Iteration 35Q: 3 clusters Score -1350840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1350842.250000 Penalty: 3075.186035
	Iteration 36Q: 3 clusters Score -1350842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1350847.250000 Penalty: 3075.186035
	Iteration 37Q: 3 clusters Score -1350847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1350849.750000 Penalty: 3075.186035
	Iteration 38Q: 3 clusters Score -1350850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1350851.375000 Penalty: 3075.186035
	Iteration 39Q: 3 clusters Score -1350851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1350850.250000 Penalty: 3075.186035
	Iteration 40F: 3 clusters Score -1350850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1350852.750000 Penalty: 3075.186035
	Iteration 41Q: 3 clusters Score -1350853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1350852.375000 Penalty: 3075.186035
	Iteration 42Q: 3 clusters Score -1350852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1350852.375000 Penalty: 3075.186035
	Iteration 43F: 3 clusters Score -1350852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Entering Unmasked Estep 
Score: -5852615.000000 Penalty: 1776.661865
	Iteration 0F: 2 clusters Score -5852615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5815174.500000 Penalty: 3553.323730
	Iteration 0F: 3 clusters Score -5815174 nChanged 26345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5830641.000000 Penalty: 3553.323730
	Iteration 1F: 3 clusters Score -5830641 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5831452.500000 Penalty: 3553.323730
	Iteration 2Q: 3 clusters Score -5831452 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -5832644.000000 Penalty: 3553.323730
	Iteration 3Q: 3 clusters Score -5832644 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -5834319.000000 Penalty: 3553.323730
	Iteration 4F: 3 clusters Score -5834319 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5836970.000000 Penalty: 3553.323730
	Iteration 5F: 3 clusters Score -5836970 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -5840753.000000 Penalty: 3553.323730
	Iteration 6F: 3 clusters Score -5840753 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5844856.000000 Penalty: 3553.323730
	Iteration 7F: 3 clusters Score -5844856 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -5848068.000000 Penalty: 3553.323730
	Iteration 8F: 3 clusters Score -5848068 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -5849779.500000 Penalty: 3553.323730
	Iteration 9Q: 3 clusters Score -5849780 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -5850545.000000 Penalty: 3553.323730
	Iteration 10Q: 3 clusters Score -5850545 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -5850822.000000 Penalty: 3553.323730
	Iteration 11Q: 3 clusters Score -5850822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -5850924.500000 Penalty: 3553.323730
	Iteration 12Q: 3 clusters Score -5850924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -5850980.000000 Penalty: 3553.323730
	Iteration 13Q: 3 clusters Score -5850980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -5851017.000000 Penalty: 3553.323730
	Iteration 14Q: 3 clusters Score -5851017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -5851032.000000 Penalty: 3553.323730
	Iteration 15Q: 3 clusters Score -5851032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -5851050.000000 Penalty: 3553.323730
	Iteration 16Q: 3 clusters Score -5851050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -5851059.000000 Penalty: 3553.323730
	Iteration 17Q: 3 clusters Score -5851059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -5851066.500000 Penalty: 3553.323730
	Iteration 18Q: 3 clusters Score -5851066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -5851067.500000 Penalty: 3553.323730
	Iteration 19Q: 3 clusters Score -5851068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -5851067.500000 Penalty: 3553.323730
	Iteration 20F: 3 clusters Score -5851068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -316879.031250 Penalty: 1311.064575
	Iteration 0F: 2 clusters Score -316879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -314058.531250 Penalty: 2622.129150
	Iteration 0F: 3 clusters Score -314058.5 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -314846.218750 Penalty: 2622.129150
	Iteration 1F: 3 clusters Score -314846.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -314969.906250 Penalty: 2622.129150
	Iteration 2F: 3 clusters Score -314969.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -315033.187500 Penalty: 2622.129150
	Iteration 3Q: 3 clusters Score -315033.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -315082.375000 Penalty: 2622.129150
	Iteration 4Q: 3 clusters Score -315082.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -315120.375000 Penalty: 2622.129150
	Iteration 5Q: 3 clusters Score -315120.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -315144.406250 Penalty: 2622.129150
	Iteration 6Q: 3 clusters Score -315144.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -315173.218750 Penalty: 2622.129150
	Iteration 7Q: 3 clusters Score -315173.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -315200.531250 Penalty: 2622.129150
	Iteration 8Q: 3 clusters Score -315200.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -315220.531250 Penalty: 2622.129150
	Iteration 9Q: 3 clusters Score -315220.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -315242.562500 Penalty: 2622.129150
	Iteration 10Q: 3 clusters Score -315242.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -315259.968750 Penalty: 2622.129150
	Iteration 11Q: 3 clusters Score -315260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -315274.750000 Penalty: 2622.129150
	Iteration 12Q: 3 clusters Score -315274.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -315289.593750 Penalty: 2622.129150
	Iteration 13Q: 3 clusters Score -315289.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -315305.750000 Penalty: 2622.129150
	Iteration 14Q: 3 clusters Score -315305.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -315324.468750 Penalty: 2622.129150
	Iteration 15Q: 3 clusters Score -315324.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -315346.750000 Penalty: 2622.129150
	Iteration 16Q: 3 clusters Score -315346.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -315370.562500 Penalty: 2622.129150
	Iteration 17Q: 3 clusters Score -315370.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -315393.031250 Penalty: 2622.129150
	Iteration 18Q: 3 clusters Score -315393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -315413.593750 Penalty: 2622.129150
	Iteration 19Q: 3 clusters Score -315413.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -315427.062500 Penalty: 2622.129150
	Iteration 20F: 3 clusters Score -315427.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -315452.937500 Penalty: 2622.129150
	Iteration 21Q: 3 clusters Score -315452.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -315484.312500 Penalty: 2622.129150
	Iteration 22Q: 3 clusters Score -315484.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -315515.093750 Penalty: 2622.129150
	Iteration 23Q: 3 clusters Score -315515.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -315540.187500 Penalty: 2622.129150
	Iteration 24Q: 3 clusters Score -315540.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -315569.843750 Penalty: 2622.129150
	Iteration 25Q: 3 clusters Score -315569.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -315601.750000 Penalty: 2622.129150
	Iteration 26Q: 3 clusters Score -315601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -315626.343750 Penalty: 2622.129150
	Iteration 27Q: 3 clusters Score -315626.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -315657.406250 Penalty: 2622.129150
	Iteration 28Q: 3 clusters Score -315657.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -315682.468750 Penalty: 2622.129150
	Iteration 29Q: 3 clusters Score -315682.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -315709.000000 Penalty: 2622.129150
	Iteration 30Q: 3 clusters Score -315709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -315731.750000 Penalty: 2622.129150
	Iteration 31Q: 3 clusters Score -315731.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -315754.906250 Penalty: 2622.129150
	Iteration 32Q: 3 clusters Score -315754.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -315770.625000 Penalty: 2622.129150
	Iteration 33Q: 3 clusters Score -315770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -315780.781250 Penalty: 2622.129150
	Iteration 34Q: 3 clusters Score -315780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -315789.406250 Penalty: 2622.129150
	Iteration 35Q: 3 clusters Score -315789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -315796.093750 Penalty: 2622.129150
	Iteration 36Q: 3 clusters Score -315796.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -315809.062500 Penalty: 2622.129150
	Iteration 37Q: 3 clusters Score -315809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -315820.156250 Penalty: 2622.129150
	Iteration 38Q: 3 clusters Score -315820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -315828.656250 Penalty: 2622.129150
	Iteration 39Q: 3 clusters Score -315828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -315833.562500 Penalty: 2622.129150
	Iteration 40F: 3 clusters Score -315833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -315837.750000 Penalty: 2622.129150
	Iteration 41Q: 3 clusters Score -315837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -315840.031250 Penalty: 2622.129150
	Iteration 42Q: 3 clusters Score -315840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -315840.593750 Penalty: 2622.129150
	Iteration 43Q: 3 clusters Score -315840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -315841.906250 Penalty: 2622.129150
	Iteration 44Q: 3 clusters Score -315841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -315845.531250 Penalty: 2622.129150
	Iteration 45Q: 3 clusters Score -315845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -315845.531250 Penalty: 2622.129150
	Iteration 46F: 3 clusters Score -315845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Entering Unmasked Estep 
Score: -2311726.500000 Penalty: 1625.556396
	Iteration 0F: 2 clusters Score -2311726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2296653.000000 Penalty: 3251.112793
	Iteration 0F: 3 clusters Score -2296653 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2302103.250000 Penalty: 3251.112793
	Iteration 1F: 3 clusters Score -2302103 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2302394.750000 Penalty: 3251.112793
	Iteration 2Q: 3 clusters Score -2302395 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2302682.500000 Penalty: 3251.112793
	Iteration 3Q: 3 clusters Score -2302682 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2302953.000000 Penalty: 3251.112793
	Iteration 4Q: 3 clusters Score -2302953 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2303265.750000 Penalty: 3251.112793
	Iteration 5Q: 3 clusters Score -2303266 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2303640.500000 Penalty: 3251.112793
	Iteration 6Q: 3 clusters Score -2303640 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2304137.250000 Penalty: 3251.112793
	Iteration 7Q: 3 clusters Score -2304137 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2304813.500000 Penalty: 3251.112793
	Iteration 8Q: 3 clusters Score -2304814 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2305622.250000 Penalty: 3251.112793
	Iteration 9F: 3 clusters Score -2305622 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2306519.000000 Penalty: 3251.112793
	Iteration 10F: 3 clusters Score -2306519 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2307376.750000 Penalty: 3251.112793
	Iteration 11Q: 3 clusters Score -2307377 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2308106.750000 Penalty: 3251.112793
	Iteration 12Q: 3 clusters Score -2308107 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2308692.500000 Penalty: 3251.112793
	Iteration 13Q: 3 clusters Score -2308692 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2309102.000000 Penalty: 3251.112793
	Iteration 14Q: 3 clusters Score -2309102 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2309423.250000 Penalty: 3251.112793
	Iteration 15Q: 3 clusters Score -2309423 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2309675.500000 Penalty: 3251.112793
	Iteration 16Q: 3 clusters Score -2309676 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2309888.750000 Penalty: 3251.112793
	Iteration 17Q: 3 clusters Score -2309889 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2310027.500000 Penalty: 3251.112793
	Iteration 18Q: 3 clusters Score -2310028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2310122.250000 Penalty: 3251.112793
	Iteration 19Q: 3 clusters Score -2310122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2310188.000000 Penalty: 3251.112793
	Iteration 20F: 3 clusters Score -2310188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2310222.750000 Penalty: 3251.112793
	Iteration 21Q: 3 clusters Score -2310223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2310247.500000 Penalty: 3251.112793
	Iteration 22Q: 3 clusters Score -2310248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2310267.250000 Penalty: 3251.112793
	Iteration 23Q: 3 clusters Score -2310267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2310283.000000 Penalty: 3251.112793
	Iteration 24Q: 3 clusters Score -2310283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2310297.500000 Penalty: 3251.112793
	Iteration 25Q: 3 clusters Score -2310298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2310303.750000 Penalty: 3251.112793
	Iteration 26Q: 3 clusters Score -2310304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2310303.750000 Penalty: 3251.112793
	Iteration 27Q: 3 clusters Score -2310304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2310310.000000 Penalty: 3251.112793
	Iteration 28Q: 3 clusters Score -2310310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2310314.750000 Penalty: 3251.112793
	Iteration 29Q: 3 clusters Score -2310315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2310321.750000 Penalty: 3251.112793
	Iteration 30Q: 3 clusters Score -2310322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2310323.750000 Penalty: 3251.112793
	Iteration 31Q: 3 clusters Score -2310324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2310325.000000 Penalty: 3251.112793
	Iteration 32Q: 3 clusters Score -2310325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2310327.000000 Penalty: 3251.112793
	Iteration 33Q: 3 clusters Score -2310327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2310327.000000 Penalty: 3251.112793
	Iteration 34F: 3 clusters Score -2310327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -2367445.750000 Penalty: 1622.842773
	Iteration 0F: 2 clusters Score -2367446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2352633.250000 Penalty: 3245.685547
	Iteration 0F: 3 clusters Score -2352633 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2358036.250000 Penalty: 3245.685547
	Iteration 1F: 3 clusters Score -2358036 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2358418.750000 Penalty: 3245.685547
	Iteration 2Q: 3 clusters Score -2358419 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2358822.500000 Penalty: 3245.685547
	Iteration 3Q: 3 clusters Score -2358822 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2359320.750000 Penalty: 3245.685547
	Iteration 4Q: 3 clusters Score -2359321 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2359972.750000 Penalty: 3245.685547
	Iteration 5F: 3 clusters Score -2359973 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2360840.750000 Penalty: 3245.685547
	Iteration 6F: 3 clusters Score -2360841 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2361867.250000 Penalty: 3245.685547
	Iteration 7F: 3 clusters Score -2361867 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2362934.000000 Penalty: 3245.685547
	Iteration 8F: 3 clusters Score -2362934 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2363835.500000 Penalty: 3245.685547
	Iteration 9Q: 3 clusters Score -2363836 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2364555.000000 Penalty: 3245.685547
	Iteration 10Q: 3 clusters Score -2364555 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2365033.750000 Penalty: 3245.685547
	Iteration 11Q: 3 clusters Score -2365034 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2365343.000000 Penalty: 3245.685547
	Iteration 12Q: 3 clusters Score -2365343 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2365547.750000 Penalty: 3245.685547
	Iteration 13Q: 3 clusters Score -2365548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2365674.000000 Penalty: 3245.685547
	Iteration 14Q: 3 clusters Score -2365674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2365769.750000 Penalty: 3245.685547
	Iteration 15Q: 3 clusters Score -2365770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2365842.500000 Penalty: 3245.685547
	Iteration 16Q: 3 clusters Score -2365842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2365887.750000 Penalty: 3245.685547
	Iteration 17Q: 3 clusters Score -2365888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2365913.250000 Penalty: 3245.685547
	Iteration 18Q: 3 clusters Score -2365913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2365932.750000 Penalty: 3245.685547
	Iteration 19Q: 3 clusters Score -2365933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2365945.250000 Penalty: 3245.685547
	Iteration 20F: 3 clusters Score -2365945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2365966.000000 Penalty: 3245.685547
	Iteration 21Q: 3 clusters Score -2365966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2365974.250000 Penalty: 3245.685547
	Iteration 22Q: 3 clusters Score -2365974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2365985.250000 Penalty: 3245.685547
	Iteration 23Q: 3 clusters Score -2365985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2365997.000000 Penalty: 3245.685547
	Iteration 24Q: 3 clusters Score -2365997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2366009.750000 Penalty: 3245.685547
	Iteration 25Q: 3 clusters Score -2366010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2366023.000000 Penalty: 3245.685547
	Iteration 26Q: 3 clusters Score -2366023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2366031.500000 Penalty: 3245.685547
	Iteration 27Q: 3 clusters Score -2366032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2366036.500000 Penalty: 3245.685547
	Iteration 28Q: 3 clusters Score -2366036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2366043.750000 Penalty: 3245.685547
	Iteration 29Q: 3 clusters Score -2366044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2366043.500000 Penalty: 3245.685547
	Iteration 30Q: 3 clusters Score -2366044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2366043.000000 Penalty: 3245.685547
	Iteration 31Q: 3 clusters Score -2366043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2366051.250000 Penalty: 3245.685547
	Iteration 32Q: 3 clusters Score -2366051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 3245.685547
	Iteration 33Q: 3 clusters Score -2366048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2366048.500000 Penalty: 3245.685547
	Iteration 34F: 3 clusters Score -2366048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13119.818359 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13119.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12585.438477 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -12585.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12759.653320 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -12759.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12789.417969 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -12789.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12792.614258 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -12792.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12792.614258 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -12792.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -352431.500000 Penalty: 1331.786621
	Iteration 0F: 2 clusters Score -352431.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -349287.343750 Penalty: 2663.573242
	Iteration 0F: 3 clusters Score -349287.3 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -350088.406250 Penalty: 2663.573242
	Iteration 1F: 3 clusters Score -350088.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -350291.062500 Penalty: 2663.573242
	Iteration 2F: 3 clusters Score -350291.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350442.593750 Penalty: 2663.573242
	Iteration 3F: 3 clusters Score -350442.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -350557.718750 Penalty: 2663.573242
	Iteration 4Q: 3 clusters Score -350557.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -350658.250000 Penalty: 2663.573242
	Iteration 5Q: 3 clusters Score -350658.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350731.406250 Penalty: 2663.573242
	Iteration 6Q: 3 clusters Score -350731.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -350793.750000 Penalty: 2663.573242
	Iteration 7Q: 3 clusters Score -350793.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -350859.812500 Penalty: 2663.573242
	Iteration 8Q: 3 clusters Score -350859.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -350916.156250 Penalty: 2663.573242
	Iteration 9Q: 3 clusters Score -350916.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -350961.218750 Penalty: 2663.573242
	Iteration 10Q: 3 clusters Score -350961.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -350994.812500 Penalty: 2663.573242
	Iteration 11Q: 3 clusters Score -350994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -351027.187500 Penalty: 2663.573242
	Iteration 12Q: 3 clusters Score -351027.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351057.718750 Penalty: 2663.573242
	Iteration 13Q: 3 clusters Score -351057.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -351080.843750 Penalty: 2663.573242
	Iteration 14Q: 3 clusters Score -351080.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -351096.968750 Penalty: 2663.573242
	Iteration 15Q: 3 clusters Score -351097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -351103.718750 Penalty: 2663.573242
	Iteration 16Q: 3 clusters Score -351103.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -351111.531250 Penalty: 2663.573242
	Iteration 17Q: 3 clusters Score -351111.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -351122.406250 Penalty: 2663.573242
	Iteration 18Q: 3 clusters Score -351122.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -351134.718750 Penalty: 2663.573242
	Iteration 19Q: 3 clusters Score -351134.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -351150.468750 Penalty: 2663.573242
	Iteration 20F: 3 clusters Score -351150.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -351164.843750 Penalty: 2663.573242
	Iteration 21Q: 3 clusters Score -351164.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -351182.218750 Penalty: 2663.573242
	Iteration 22Q: 3 clusters Score -351182.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -351203.718750 Penalty: 2663.573242
	Iteration 23Q: 3 clusters Score -351203.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -351217.437500 Penalty: 2663.573242
	Iteration 24Q: 3 clusters Score -351217.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -351231.906250 Penalty: 2663.573242
	Iteration 25Q: 3 clusters Score -351231.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -351248.937500 Penalty: 2663.573242
	Iteration 26Q: 3 clusters Score -351248.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -351259.250000 Penalty: 2663.573242
	Iteration 27Q: 3 clusters Score -351259.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -351267.312500 Penalty: 2663.573242
	Iteration 28Q: 3 clusters Score -351267.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -351275.718750 Penalty: 2663.573242
	Iteration 29Q: 3 clusters Score -351275.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -351278.968750 Penalty: 2663.573242
	Iteration 30Q: 3 clusters Score -351279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -351282.562500 Penalty: 2663.573242
	Iteration 31Q: 3 clusters Score -351282.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -351285.093750 Penalty: 2663.573242
	Iteration 32Q: 3 clusters Score -351285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -351286.843750 Penalty: 2663.573242
	Iteration 33Q: 3 clusters Score -351286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351288.218750 Penalty: 2663.573242
	Iteration 34Q: 3 clusters Score -351288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351289.437500 Penalty: 2663.573242
	Iteration 35Q: 3 clusters Score -351289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351292.187500 Penalty: 2663.573242
	Iteration 36Q: 3 clusters Score -351292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -351293.656250 Penalty: 2663.573242
	Iteration 37Q: 3 clusters Score -351293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -351294.718750 Penalty: 2663.573242
	Iteration 38Q: 3 clusters Score -351294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -351296.593750 Penalty: 2663.573242
	Iteration 39Q: 3 clusters Score -351296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -351297.656250 Penalty: 2663.573242
	Iteration 40F: 3 clusters Score -351297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -351298.625000 Penalty: 2663.573242
	Iteration 41Q: 3 clusters Score -351298.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -351301.625000 Penalty: 2663.573242
	Iteration 42Q: 3 clusters Score -351301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -351303.062500 Penalty: 2663.573242
	Iteration 43Q: 3 clusters Score -351303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -351303.812500 Penalty: 2663.573242
	Iteration 44Q: 3 clusters Score -351303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -351304.812500 Penalty: 2663.573242
	Iteration 45Q: 3 clusters Score -351304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351305.093750 Penalty: 2663.573242
	Iteration 46Q: 3 clusters Score -351305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -351306.343750 Penalty: 2663.573242
	Iteration 47Q: 3 clusters Score -351306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -351308.437500 Penalty: 2663.573242
	Iteration 48Q: 3 clusters Score -351308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -351310.437500 Penalty: 2663.573242
	Iteration 49Q: 3 clusters Score -351310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -351313.281250 Penalty: 2663.573242
	Iteration 50Q: 3 clusters Score -351313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351314.187500 Penalty: 2663.573242
	Iteration 51Q: 3 clusters Score -351314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351315.562500 Penalty: 2663.573242
	Iteration 52Q: 3 clusters Score -351315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -351315.531250 Penalty: 2663.573242
	Iteration 53Q: 3 clusters Score -351315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351316.187500 Penalty: 2663.573242
	Iteration 54Q: 3 clusters Score -351316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -351317.593750 Penalty: 2663.573242
	Iteration 55Q: 3 clusters Score -351317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -351317.687500 Penalty: 2663.573242
	Iteration 56Q: 3 clusters Score -351317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -351318.187500 Penalty: 2663.573242
	Iteration 57Q: 3 clusters Score -351318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -351319.187500 Penalty: 2663.573242
	Iteration 58Q: 3 clusters Score -351319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -351320.625000 Penalty: 2663.573242
	Iteration 59Q: 3 clusters Score -351320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -351320.375000 Penalty: 2663.573242
	Iteration 60F: 3 clusters Score -351320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -164488.453125 Penalty: 1195.602905
	Iteration 0F: 2 clusters Score -164488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162643.828125 Penalty: 2391.205811
	Iteration 0F: 3 clusters Score -162643.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163018.531250 Penalty: 2391.205811
	Iteration 1F: 3 clusters Score -163018.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -163130.328125 Penalty: 2391.205811
	Iteration 2F: 3 clusters Score -163130.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -163184.125000 Penalty: 2391.205811
	Iteration 3Q: 3 clusters Score -163184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -163227.484375 Penalty: 2391.205811
	Iteration 4Q: 3 clusters Score -163227.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -163246.984375 Penalty: 2391.205811
	Iteration 5Q: 3 clusters Score -163247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -163263.359375 Penalty: 2391.205811
	Iteration 6Q: 3 clusters Score -163263.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163277.484375 Penalty: 2391.205811
	Iteration 7Q: 3 clusters Score -163277.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163290.187500 Penalty: 2391.205811
	Iteration 8Q: 3 clusters Score -163290.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163299.406250 Penalty: 2391.205811
	Iteration 9Q: 3 clusters Score -163299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163303.406250 Penalty: 2391.205811
	Iteration 10Q: 3 clusters Score -163303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163306.703125 Penalty: 2391.205811
	Iteration 11Q: 3 clusters Score -163306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163308.859375 Penalty: 2391.205811
	Iteration 12Q: 3 clusters Score -163308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -163312.312500 Penalty: 2391.205811
	Iteration 13Q: 3 clusters Score -163312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163313.281250 Penalty: 2391.205811
	Iteration 14Q: 3 clusters Score -163313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163313.281250 Penalty: 2391.205811
	Iteration 15F: 3 clusters Score -163313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156966 members 
Entering Unmasked Estep 
Score: -16776861.000000 Penalty: 1944.114990
	Iteration 0F: 2 clusters Score -1.677686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -16673651.000000 Penalty: 3888.229980
	Iteration 0F: 3 clusters Score -1.667365e+07 nChanged 75587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -16716933.000000 Penalty: 3888.229980
	Iteration 1F: 3 clusters Score -1.671693e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -16717539.000000 Penalty: 3888.229980
	Iteration 2Q: 3 clusters Score -1.671754e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -16718210.000000 Penalty: 3888.229980
	Iteration 3Q: 3 clusters Score -1.671821e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -16718955.000000 Penalty: 3888.229980
	Iteration 4Q: 3 clusters Score -1.671896e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -16720369.000000 Penalty: 3888.229980
	Iteration 5Q: 3 clusters Score -1.672037e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -16722698.000000 Penalty: 3888.229980
	Iteration 6Q: 3 clusters Score -1.67227e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -16727326.000000 Penalty: 3888.229980
	Iteration 7F: 3 clusters Score -1.672733e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -16735397.000000 Penalty: 3888.229980
	Iteration 8F: 3 clusters Score -1.67354e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -16747211.000000 Penalty: 3888.229980
	Iteration 9F: 3 clusters Score -1.674721e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -16758908.000000 Penalty: 3888.229980
	Iteration 10F: 3 clusters Score -1.675891e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 142207 members 
Entering Unmasked Estep 
Score: -16767382.000000 Penalty: 3888.229980
	Iteration 11F: 3 clusters Score -1.676738e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 146407 members 
Entering Unmasked Estep 
Score: -16771826.000000 Penalty: 3888.229980
	Iteration 12Q: 3 clusters Score -1.677183e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 148617 members 
Entering Unmasked Estep 
Score: -16773960.000000 Penalty: 3888.229980
	Iteration 13Q: 3 clusters Score -1.677396e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -16774962.000000 Penalty: 3888.229980
	Iteration 14Q: 3 clusters Score -1.677496e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -16775466.000000 Penalty: 3888.229980
	Iteration 15Q: 3 clusters Score -1.677547e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -16775799.000000 Penalty: 3888.229980
	Iteration 16Q: 3 clusters Score -1.67758e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -16776050.000000 Penalty: 3888.229980
	Iteration 17Q: 3 clusters Score -1.677605e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -16776239.000000 Penalty: 3888.229980
	Iteration 18Q: 3 clusters Score -1.677624e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -16776355.000000 Penalty: 3888.229980
	Iteration 19Q: 3 clusters Score -1.677636e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -16776402.000000 Penalty: 3888.229980
	Iteration 20F: 3 clusters Score -1.67764e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -16776370.000000 Penalty: 3888.229980
	Iteration 21Q: 3 clusters Score -1.677637e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -16776307.000000 Penalty: 3888.229980
	Iteration 22Q: 3 clusters Score -1.677631e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -16776366.000000 Penalty: 3888.229980
	Iteration 23Q: 3 clusters Score -1.677637e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -16776366.000000 Penalty: 3888.229980
	Iteration 24Q: 3 clusters Score -1.677637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -16776342.000000 Penalty: 3888.229980
	Iteration 25Q: 3 clusters Score -1.677634e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 154548 members 
Entering Unmasked Estep 
Score: -16776336.000000 Penalty: 3888.229980
	Iteration 26Q: 3 clusters Score -1.677634e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -16776334.000000 Penalty: 3888.229980
	Iteration 27Q: 3 clusters Score -1.677633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 154690 members 
Entering Unmasked Estep 
Score: -16776310.000000 Penalty: 3888.229980
	Iteration 28Q: 3 clusters Score -1.677631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -16776286.000000 Penalty: 3888.229980
	Iteration 29Q: 3 clusters Score -1.677629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -16776282.000000 Penalty: 3888.229980
	Iteration 30Q: 3 clusters Score -1.677628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -16776282.000000 Penalty: 3888.229980
	Iteration 31Q: 3 clusters Score -1.677628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -16776267.000000 Penalty: 3888.229980
	Iteration 32Q: 3 clusters Score -1.677627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -16776288.000000 Penalty: 3888.229980
	Iteration 33Q: 3 clusters Score -1.677629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -16776272.000000 Penalty: 3888.229980
	Iteration 34Q: 3 clusters Score -1.677627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -16776271.000000 Penalty: 3888.229980
	Iteration 35Q: 3 clusters Score -1.677627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 154921 members 
Entering Unmasked Estep 
Score: -16776257.000000 Penalty: 3888.229980
	Iteration 36Q: 3 clusters Score -1.677626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -16776235.000000 Penalty: 3888.229980
	Iteration 37Q: 3 clusters Score -1.677624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -16776245.000000 Penalty: 3888.229980
	Iteration 38Q: 3 clusters Score -1.677624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -16776245.000000 Penalty: 3888.229980
	Iteration 39Q: 3 clusters Score -1.677624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -16776244.000000 Penalty: 3888.229980
	Iteration 40F: 3 clusters Score -1.677624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 155031 members 
Entering Unmasked Estep 
Score: -16776252.000000 Penalty: 3888.229980
	Iteration 41Q: 3 clusters Score -1.677625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -16776265.000000 Penalty: 3888.229980
	Iteration 42Q: 3 clusters Score -1.677626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -16776267.000000 Penalty: 3888.229980
	Iteration 43Q: 3 clusters Score -1.677627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -16776267.000000 Penalty: 3888.229980
	Iteration 44Q: 3 clusters Score -1.677627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -16776283.000000 Penalty: 3888.229980
	Iteration 45Q: 3 clusters Score -1.677628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -16776286.000000 Penalty: 3888.229980
	Iteration 46Q: 3 clusters Score -1.677629e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 155162 members 
Entering Unmasked Estep 
Score: -16776234.000000 Penalty: 3888.229980
	Iteration 47Q: 3 clusters Score -1.677623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -16776232.000000 Penalty: 3888.229980
	Iteration 48Q: 3 clusters Score -1.677623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -16776206.000000 Penalty: 3888.229980
	Iteration 49Q: 3 clusters Score -1.677621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -16776213.000000 Penalty: 3888.229980
	Iteration 50Q: 3 clusters Score -1.677621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -16776206.000000 Penalty: 3888.229980
	Iteration 51Q: 3 clusters Score -1.677621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -16776215.000000 Penalty: 3888.229980
	Iteration 52Q: 3 clusters Score -1.677622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 155231 members 
Entering Unmasked Estep 
Score: -16776214.000000 Penalty: 3888.229980
	Iteration 53Q: 3 clusters Score -1.677621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -16776210.000000 Penalty: 3888.229980
	Iteration 54Q: 3 clusters Score -1.677621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 155243 members 
Entering Unmasked Estep 
Score: -16776227.000000 Penalty: 3888.229980
	Iteration 55Q: 3 clusters Score -1.677623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 155248 members 
Entering Unmasked Estep 
Score: -16776226.000000 Penalty: 3888.229980
	Iteration 56Q: 3 clusters Score -1.677623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 155251 members 
Entering Unmasked Estep 
Score: -16776224.000000 Penalty: 3888.229980
	Iteration 57Q: 3 clusters Score -1.677622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -16776227.000000 Penalty: 3888.229980
	Iteration 58Q: 3 clusters Score -1.677623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -16776227.000000 Penalty: 3888.229980
	Iteration 59F: 3 clusters Score -1.677623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -358502.937500 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -358502.9 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 1618 members 
Entering Unmasked Estep 
Score: -355573.750000 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -355573.8 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -356270.062500 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -356270.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -356398.031250 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -356398 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -356477.687500 Penalty: 2633.242188
	Iteration 3Q: 3 clusters Score -356477.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -356555.437500 Penalty: 2633.242188
	Iteration 4Q: 3 clusters Score -356555.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -356632.562500 Penalty: 2633.242188
	Iteration 5Q: 3 clusters Score -356632.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356687.468750 Penalty: 2633.242188
	Iteration 6Q: 3 clusters Score -356687.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356736.500000 Penalty: 2633.242188
	Iteration 7Q: 3 clusters Score -356736.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -356787.562500 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -356787.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -356832.500000 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -356832.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -356888.125000 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -356888.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -356934.500000 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -356934.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -356977.718750 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -356977.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -357017.687500 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -357017.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -357052.468750 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -357052.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -357081.593750 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -357081.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -357112.625000 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -357112.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -357140.625000 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -357140.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -357160.593750 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -357160.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -357178.937500 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -357178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -357209.781250 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -357209.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -357232.656250 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -357232.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -357248.031250 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -357248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -357265.843750 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -357265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -357284.750000 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -357284.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -357294.468750 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -357294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -357303.531250 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -357303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -357312.718750 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -357312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -357323.062500 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -357323.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -357332.531250 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -357332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -357336.000000 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -357336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -357338.406250 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -357338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -357339.812500 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -357339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -357340.500000 Penalty: 2633.242188
	Iteration 33Q: 3 clusters Score -357340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -357340.500000 Penalty: 2633.242188
	Iteration 34F: 3 clusters Score -357340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157269 members 
Entering Unmasked Estep 
Score: -16840526.000000 Penalty: 1944.428345
	Iteration 0F: 2 clusters Score -1.684053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -16738428.000000 Penalty: 3888.856689
	Iteration 0F: 3 clusters Score -1.673843e+07 nChanged 76105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -16783328.000000 Penalty: 3888.856689
	Iteration 1F: 3 clusters Score -1.678333e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -16784536.000000 Penalty: 3888.856689
	Iteration 2Q: 3 clusters Score -1.678454e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -16785874.000000 Penalty: 3888.856689
	Iteration 3Q: 3 clusters Score -1.678587e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -16787946.000000 Penalty: 3888.856689
	Iteration 4Q: 3 clusters Score -1.678795e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -16791012.000000 Penalty: 3888.856689
	Iteration 5Q: 3 clusters Score -1.679101e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -16796326.000000 Penalty: 3888.856689
	Iteration 6F: 3 clusters Score -1.679633e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -16803992.000000 Penalty: 3888.856689
	Iteration 7F: 3 clusters Score -1.680399e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -16812854.000000 Penalty: 3888.856689
	Iteration 8F: 3 clusters Score -1.681285e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -16820698.000000 Penalty: 3888.856689
	Iteration 9F: 3 clusters Score -1.68207e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 124014 members 
Entering Unmasked Estep 
Score: -16826140.000000 Penalty: 3888.856689
	Iteration 10Q: 3 clusters Score -1.682614e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -16829292.000000 Penalty: 3888.856689
	Iteration 11Q: 3 clusters Score -1.682929e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -16831320.000000 Penalty: 3888.856689
	Iteration 12Q: 3 clusters Score -1.683132e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -16832956.000000 Penalty: 3888.856689
	Iteration 13Q: 3 clusters Score -1.683296e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -16834306.000000 Penalty: 3888.856689
	Iteration 14Q: 3 clusters Score -1.683431e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 139003 members 
Entering Unmasked Estep 
Score: -16835600.000000 Penalty: 3888.856689
	Iteration 15Q: 3 clusters Score -1.68356e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 141336 members 
Entering Unmasked Estep 
Score: -16836698.000000 Penalty: 3888.856689
	Iteration 16Q: 3 clusters Score -1.68367e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -16837748.000000 Penalty: 3888.856689
	Iteration 17Q: 3 clusters Score -1.683775e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -16838442.000000 Penalty: 3888.856689
	Iteration 18Q: 3 clusters Score -1.683844e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -16839026.000000 Penalty: 3888.856689
	Iteration 19Q: 3 clusters Score -1.683903e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 148395 members 
Entering Unmasked Estep 
Score: -16839430.000000 Penalty: 3888.856689
	Iteration 20F: 3 clusters Score -1.683943e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 149647 members 
Entering Unmasked Estep 
Score: -16839768.000000 Penalty: 3888.856689
	Iteration 21Q: 3 clusters Score -1.683977e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -16839886.000000 Penalty: 3888.856689
	Iteration 22Q: 3 clusters Score -1.683989e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -16839994.000000 Penalty: 3888.856689
	Iteration 23Q: 3 clusters Score -1.683999e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 152366 members 
Entering Unmasked Estep 
Score: -16840042.000000 Penalty: 3888.856689
	Iteration 24Q: 3 clusters Score -1.684004e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -16840028.000000 Penalty: 3888.856689
	Iteration 25Q: 3 clusters Score -1.684003e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -16839992.000000 Penalty: 3888.856689
	Iteration 26Q: 3 clusters Score -1.683999e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -16840000.000000 Penalty: 3888.856689
	Iteration 27Q: 3 clusters Score -1.684e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -16839938.000000 Penalty: 3888.856689
	Iteration 28Q: 3 clusters Score -1.683994e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -16839890.000000 Penalty: 3888.856689
	Iteration 29Q: 3 clusters Score -1.683989e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -16839862.000000 Penalty: 3888.856689
	Iteration 30Q: 3 clusters Score -1.683986e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -16839784.000000 Penalty: 3888.856689
	Iteration 31Q: 3 clusters Score -1.683978e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -16839728.000000 Penalty: 3888.856689
	Iteration 32Q: 3 clusters Score -1.683973e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 155479 members 
Entering Unmasked Estep 
Score: -16839706.000000 Penalty: 3888.856689
	Iteration 33Q: 3 clusters Score -1.683971e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 155621 members 
Entering Unmasked Estep 
Score: -16839720.000000 Penalty: 3888.856689
	Iteration 34Q: 3 clusters Score -1.683972e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -16839702.000000 Penalty: 3888.856689
	Iteration 35Q: 3 clusters Score -1.68397e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -16839688.000000 Penalty: 3888.856689
	Iteration 36Q: 3 clusters Score -1.683969e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -16839648.000000 Penalty: 3888.856689
	Iteration 37Q: 3 clusters Score -1.683965e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -16839622.000000 Penalty: 3888.856689
	Iteration 38Q: 3 clusters Score -1.683962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -16839586.000000 Penalty: 3888.856689
	Iteration 39Q: 3 clusters Score -1.683959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -16839634.000000 Penalty: 3888.856689
	Iteration 40F: 3 clusters Score -1.683963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 156168 members 
Entering Unmasked Estep 
Score: -16839648.000000 Penalty: 3888.856689
	Iteration 41Q: 3 clusters Score -1.683965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -16839638.000000 Penalty: 3888.856689
	Iteration 42Q: 3 clusters Score -1.683964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -16839652.000000 Penalty: 3888.856689
	Iteration 43Q: 3 clusters Score -1.683965e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 156269 members 
Entering Unmasked Estep 
Score: -16839630.000000 Penalty: 3888.856689
	Iteration 44Q: 3 clusters Score -1.683963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 156295 members 
Entering Unmasked Estep 
Score: -16839646.000000 Penalty: 3888.856689
	Iteration 45Q: 3 clusters Score -1.683965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -16839648.000000 Penalty: 3888.856689
	Iteration 46Q: 3 clusters Score -1.683965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -16839628.000000 Penalty: 3888.856689
	Iteration 47Q: 3 clusters Score -1.683963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.683961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.68396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 156374 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.683961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 156381 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.683961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.683961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -16839594.000000 Penalty: 3888.856689
	Iteration 53Q: 3 clusters Score -1.683959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -16839594.000000 Penalty: 3888.856689
	Iteration 54F: 3 clusters Score -1.683959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 18480 members 
Mstep: Class 3 contains 33754 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11126 members 
Mstep: Class 6 contains 279856 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12863 members 
Mstep: Class 11 contains 56011 members 
Mstep: Class 12 contains 3191 members 
Mstep: Class 13 contains 22102 members 
Mstep: Class 14 contains 21736 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156966 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 157269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 20 clusters Score -8.447163e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 18651 members 
Mstep: Class 3 contains 33735 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 279794 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 11 contains 55988 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 21678 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156994 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 157260 members 
Entering Unmasked Estep 
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Iteration 160F: 20 clusters Score -8.447171e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18831 members 
Mstep: Class 3 contains 33713 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 279743 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12851 members 
Mstep: Class 11 contains 55967 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 21601 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157028 members 
Mstep: Class 21 contains 3261 members 
Mstep: Class 22 contains 157239 members 
Entering Unmasked Estep 
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Iteration 161Q: 20 clusters Score -8.447187e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18996 members 
Mstep: Class 3 contains 33691 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 11110 members 
Mstep: Class 6 contains 279687 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 11 contains 55939 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 21525 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 157068 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 157214 members 
Entering Unmasked Estep 
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Iteration 162Q: 20 clusters Score -8.447221e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 19220 members 
Mstep: Class 3 contains 33682 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 279602 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 11 contains 55904 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 21431 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157101 members 
Mstep: Class 21 contains 3257 members 
Mstep: Class 22 contains 157179 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -8.447236e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 19454 members 
Mstep: Class 3 contains 33672 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 279484 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 11 contains 55878 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 21345 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3622 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 157122 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 157171 members 
Entering Unmasked Estep 
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Iteration 164Q: 20 clusters Score -8.447242e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 19724 members 
Mstep: Class 3 contains 33638 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 11101 members 
Mstep: Class 6 contains 279392 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12847 members 
Mstep: Class 11 contains 55852 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 21244 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157119 members 
Mstep: Class 21 contains 3250 members 
Mstep: Class 22 contains 157169 members 
Entering Unmasked Estep 
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Iteration 165Q: 20 clusters Score -8.447253e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19932 members 
Mstep: Class 3 contains 33595 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 279359 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 11 contains 55836 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 21136 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3621 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157109 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 157179 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -8.44724e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 20110 members 
Mstep: Class 3 contains 33563 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 279318 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12854 members 
Mstep: Class 11 contains 55822 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 21050 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3618 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157111 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 157181 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -8.447232e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 20261 members 
Mstep: Class 3 contains 33522 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 279298 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12853 members 
Mstep: Class 11 contains 55803 members 
Mstep: Class 12 contains 3214 members 
Mstep: Class 13 contains 22115 members 
Mstep: Class 14 contains 20994 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 157133 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 157155 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -8.447222e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 33475 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 11080 members 
Mstep: Class 6 contains 279227 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 11 contains 55795 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 22116 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157168 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 157125 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -8.447224e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20674 members 
Mstep: Class 3 contains 33428 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 11072 members 
Mstep: Class 6 contains 279149 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12848 members 
Mstep: Class 11 contains 55779 members 
Mstep: Class 12 contains 3225 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 20883 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157188 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 157098 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -8.447255e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 20905 members 
Mstep: Class 3 contains 33384 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 5 contains 11069 members 
Mstep: Class 6 contains 279069 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 11 contains 55765 members 
Mstep: Class 12 contains 3225 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 20813 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157219 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 157051 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -8.447265e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21202 members 
Mstep: Class 3 contains 33333 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 278972 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12851 members 
Mstep: Class 11 contains 55745 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 20752 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157199 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 157014 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -8.447279e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 21440 members 
Mstep: Class 3 contains 33279 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 11062 members 
Mstep: Class 6 contains 278909 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12852 members 
Mstep: Class 11 contains 55728 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 20683 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3603 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157171 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 157016 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -8.447309e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 21729 members 
Mstep: Class 3 contains 33232 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 11060 members 
Mstep: Class 6 contains 278806 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 11 contains 55705 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 22115 members 
Mstep: Class 14 contains 20609 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157189 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 156967 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -8.447334e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 22029 members 
Mstep: Class 3 contains 33175 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 11056 members 
Mstep: Class 6 contains 278746 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12842 members 
Mstep: Class 11 contains 55690 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 20519 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157187 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 156906 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -8.447349e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 22326 members 
Mstep: Class 3 contains 33115 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 11049 members 
Mstep: Class 6 contains 278703 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12838 members 
Mstep: Class 11 contains 55696 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 20431 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 157164 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 156836 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -8.447382e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 22575 members 
Mstep: Class 3 contains 33080 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 11050 members 
Mstep: Class 6 contains 278659 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 11 contains 55696 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 20354 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157121 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 156790 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -8.447384e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 22854 members 
Mstep: Class 3 contains 33049 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 278587 members 
Mstep: Class 7 contains 15471 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12836 members 
Mstep: Class 11 contains 55701 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 20279 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 157072 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 156733 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -8.447389e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 33004 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 11048 members 
Mstep: Class 6 contains 278484 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12826 members 
Mstep: Class 11 contains 55693 members 
Mstep: Class 12 contains 3240 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157060 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 156702 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -8.447389e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 23425 members 
Mstep: Class 3 contains 32954 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 278421 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 11 contains 55694 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 20121 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 157042 members 
Mstep: Class 21 contains 3165 members 
Mstep: Class 22 contains 156638 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -8.447394e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 23685 members 
Mstep: Class 3 contains 32894 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 278361 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 11 contains 55716 members 
Mstep: Class 12 contains 3244 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 20049 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 156994 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 156581 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -8.447406e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 32834 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 278283 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12813 members 
Mstep: Class 11 contains 55731 members 
Mstep: Class 12 contains 3246 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 19959 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 156934 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 156570 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -8.447418e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 24207 members 
Mstep: Class 3 contains 32775 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 11040 members 
Mstep: Class 6 contains 278236 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12808 members 
Mstep: Class 11 contains 55748 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 19882 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 156910 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 156556 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -8.447429e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 24460 members 
Mstep: Class 3 contains 32730 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 11034 members 
Mstep: Class 6 contains 278159 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12806 members 
Mstep: Class 11 contains 55751 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 22126 members 
Mstep: Class 14 contains 19822 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 156872 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 156519 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -8.447431e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 24717 members 
Mstep: Class 3 contains 32682 members 
Mstep: Class 4 contains 5937 members 
Mstep: Class 5 contains 11029 members 
Mstep: Class 6 contains 278086 members 
Mstep: Class 7 contains 15484 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12799 members 
Mstep: Class 11 contains 55759 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 22128 members 
Mstep: Class 14 contains 19758 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 156841 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 156483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474416.000000 Penalty: 42000.691406
Iteration 185Q: 20 clusters Score -8.447442e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 24980 members 
Mstep: Class 3 contains 32626 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 11023 members 
Mstep: Class 6 contains 278014 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 11 contains 55760 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 19677 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 156827 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 156456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474352.000000 Penalty: 42000.691406
Iteration 186Q: 20 clusters Score -8.447435e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 25261 members 
Mstep: Class 3 contains 32558 members 
Mstep: Class 4 contains 5934 members 
Mstep: Class 5 contains 11026 members 
Mstep: Class 6 contains 277926 members 
Mstep: Class 7 contains 15488 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12795 members 
Mstep: Class 11 contains 55767 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 22129 members 
Mstep: Class 14 contains 19580 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 156830 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 156418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474576.000000 Penalty: 42000.691406
Iteration 187Q: 20 clusters Score -8.447458e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 25566 members 
Mstep: Class 3 contains 32484 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 11024 members 
Mstep: Class 6 contains 277839 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12788 members 
Mstep: Class 11 contains 55778 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 19502 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 156810 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 156378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474776.000000 Penalty: 42000.691406
Iteration 188Q: 20 clusters Score -8.447478e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 25910 members 
Mstep: Class 3 contains 32430 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 277742 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 11 contains 55799 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 22120 members 
Mstep: Class 14 contains 19421 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 156782 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 156299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474848.000000 Penalty: 42000.691406
Iteration 189Q: 20 clusters Score -8.447485e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 26233 members 
Mstep: Class 3 contains 32350 members 
Mstep: Class 4 contains 5928 members 
Mstep: Class 5 contains 11007 members 
Mstep: Class 6 contains 277698 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12778 members 
Mstep: Class 11 contains 55811 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 19339 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 156731 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 156245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475072.000000 Penalty: 42000.691406
Iteration 190Q: 20 clusters Score -8.447507e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26542 members 
Mstep: Class 3 contains 32276 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 277667 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12772 members 
Mstep: Class 11 contains 55833 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 19248 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 156695 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 156171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475192.000000 Penalty: 42000.691406
Iteration 191Q: 20 clusters Score -8.447519e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26861 members 
Mstep: Class 3 contains 32215 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 10987 members 
Mstep: Class 6 contains 277632 members 
Mstep: Class 7 contains 15488 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 11 contains 55854 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 19149 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 156621 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 156113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475448.000000 Penalty: 42000.691406
Iteration 192Q: 20 clusters Score -8.447545e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 27188 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 10983 members 
Mstep: Class 6 contains 277558 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12759 members 
Mstep: Class 11 contains 55871 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 22098 members 
Mstep: Class 14 contains 19062 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 156540 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 156078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475552.000000 Penalty: 42000.691406
Iteration 193Q: 20 clusters Score -8.447555e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 27529 members 
Mstep: Class 3 contains 32094 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 10986 members 
Mstep: Class 6 contains 277463 members 
Mstep: Class 7 contains 15497 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12760 members 
Mstep: Class 11 contains 55884 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 22097 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 156501 members 
Mstep: Class 21 contains 3156 members 
Mstep: Class 22 contains 156023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475600.000000 Penalty: 42000.691406
Iteration 194Q: 20 clusters Score -8.44756e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 27887 members 
Mstep: Class 3 contains 32022 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 10983 members 
Mstep: Class 6 contains 277362 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 11 contains 55900 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 18825 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 156450 members 
Mstep: Class 21 contains 3156 members 
Mstep: Class 22 contains 155986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475728.000000 Penalty: 42000.691406
Iteration 195Q: 20 clusters Score -8.447573e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 31950 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 10984 members 
Mstep: Class 6 contains 277237 members 
Mstep: Class 7 contains 15507 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 11 contains 55911 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 156406 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 155942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475800.000000 Penalty: 42000.691406
Iteration 196Q: 20 clusters Score -8.44758e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 28673 members 
Mstep: Class 3 contains 31867 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 10981 members 
Mstep: Class 6 contains 277109 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12757 members 
Mstep: Class 11 contains 55929 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 22103 members 
Mstep: Class 14 contains 18612 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 156335 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 155904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476040.000000 Penalty: 42000.691406
Iteration 197Q: 20 clusters Score -8.447604e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 31789 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 277007 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12754 members 
Mstep: Class 11 contains 55935 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 22100 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 156268 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 155838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476168.000000 Penalty: 42000.691406
Iteration 198Q: 20 clusters Score -8.447617e+07 nChanged 1334
Entering ConstructFrom: 
Score: -84476168.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -553855.125000 Penalty: 1394.399414
	Iteration 0F: 2 clusters Score -553855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -549679.875000 Penalty: 2788.798828
	Iteration 0F: 3 clusters Score -549679.9 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -550838.562500 Penalty: 2788.798828
	Iteration 1F: 3 clusters Score -550838.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -551026.625000 Penalty: 2788.798828
	Iteration 2F: 3 clusters Score -551026.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -551179.750000 Penalty: 2788.798828
	Iteration 3F: 3 clusters Score -551179.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -551305.437500 Penalty: 2788.798828
	Iteration 4Q: 3 clusters Score -551305.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -551413.750000 Penalty: 2788.798828
	Iteration 5Q: 3 clusters Score -551413.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -551497.375000 Penalty: 2788.798828
	Iteration 6Q: 3 clusters Score -551497.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -551579.875000 Penalty: 2788.798828
	Iteration 7Q: 3 clusters Score -551579.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -551661.687500 Penalty: 2788.798828
	Iteration 8Q: 3 clusters Score -551661.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -551732.437500 Penalty: 2788.798828
	Iteration 9Q: 3 clusters Score -551732.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -551799.125000 Penalty: 2788.798828
	Iteration 10Q: 3 clusters Score -551799.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -551855.437500 Penalty: 2788.798828
	Iteration 11Q: 3 clusters Score -551855.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -551907.062500 Penalty: 2788.798828
	Iteration 12Q: 3 clusters Score -551907.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -551963.750000 Penalty: 2788.798828
	Iteration 13Q: 3 clusters Score -551963.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -552025.312500 Penalty: 2788.798828
	Iteration 14Q: 3 clusters Score -552025.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -552087.187500 Penalty: 2788.798828
	Iteration 15Q: 3 clusters Score -552087.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -552157.250000 Penalty: 2788.798828
	Iteration 16Q: 3 clusters Score -552157.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -552221.000000 Penalty: 2788.798828
	Iteration 17Q: 3 clusters Score -552221 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -552277.437500 Penalty: 2788.798828
	Iteration 18Q: 3 clusters Score -552277.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -552340.812500 Penalty: 2788.798828
	Iteration 19Q: 3 clusters Score -552340.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -552403.937500 Penalty: 2788.798828
	Iteration 20F: 3 clusters Score -552403.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -552451.437500 Penalty: 2788.798828
	Iteration 21Q: 3 clusters Score -552451.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -552477.750000 Penalty: 2788.798828
	Iteration 22Q: 3 clusters Score -552477.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -552499.375000 Penalty: 2788.798828
	Iteration 23Q: 3 clusters Score -552499.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -552518.687500 Penalty: 2788.798828
	Iteration 24Q: 3 clusters Score -552518.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -552536.687500 Penalty: 2788.798828
	Iteration 25Q: 3 clusters Score -552536.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -552552.500000 Penalty: 2788.798828
	Iteration 26Q: 3 clusters Score -552552.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -552561.812500 Penalty: 2788.798828
	Iteration 27Q: 3 clusters Score -552561.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -552570.812500 Penalty: 2788.798828
	Iteration 28Q: 3 clusters Score -552570.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -552582.437500 Penalty: 2788.798828
	Iteration 29Q: 3 clusters Score -552582.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -552594.187500 Penalty: 2788.798828
	Iteration 30Q: 3 clusters Score -552594.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -552603.937500 Penalty: 2788.798828
	Iteration 31Q: 3 clusters Score -552603.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -552613.437500 Penalty: 2788.798828
	Iteration 32Q: 3 clusters Score -552613.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -552625.375000 Penalty: 2788.798828
	Iteration 33Q: 3 clusters Score -552625.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -552643.312500 Penalty: 2788.798828
	Iteration 34Q: 3 clusters Score -552643.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -552657.250000 Penalty: 2788.798828
	Iteration 35Q: 3 clusters Score -552657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -552672.375000 Penalty: 2788.798828
	Iteration 36Q: 3 clusters Score -552672.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -552683.562500 Penalty: 2788.798828
	Iteration 37Q: 3 clusters Score -552683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -552699.875000 Penalty: 2788.798828
	Iteration 38Q: 3 clusters Score -552699.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -552714.562500 Penalty: 2788.798828
	Iteration 39Q: 3 clusters Score -552714.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -552730.562500 Penalty: 2788.798828
	Iteration 40F: 3 clusters Score -552730.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -552741.812500 Penalty: 2788.798828
	Iteration 41Q: 3 clusters Score -552741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -552749.562500 Penalty: 2788.798828
	Iteration 42Q: 3 clusters Score -552749.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -552755.437500 Penalty: 2788.798828
	Iteration 43Q: 3 clusters Score -552755.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -552760.062500 Penalty: 2788.798828
	Iteration 44Q: 3 clusters Score -552760.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -552762.187500 Penalty: 2788.798828
	Iteration 45Q: 3 clusters Score -552762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -552763.375000 Penalty: 2788.798828
	Iteration 46Q: 3 clusters Score -552763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -552765.375000 Penalty: 2788.798828
	Iteration 47Q: 3 clusters Score -552765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -552766.312500 Penalty: 2788.798828
	Iteration 48Q: 3 clusters Score -552766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -552767.562500 Penalty: 2788.798828
	Iteration 49Q: 3 clusters Score -552767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -552769.812500 Penalty: 2788.798828
	Iteration 50Q: 3 clusters Score -552769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -552772.250000 Penalty: 2788.798828
	Iteration 51Q: 3 clusters Score -552772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -552774.625000 Penalty: 2788.798828
	Iteration 52Q: 3 clusters Score -552774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -552775.937500 Penalty: 2788.798828
	Iteration 53Q: 3 clusters Score -552775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -552777.937500 Penalty: 2788.798828
	Iteration 54Q: 3 clusters Score -552777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -552780.250000 Penalty: 2788.798828
	Iteration 55Q: 3 clusters Score -552780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -552782.437500 Penalty: 2788.798828
	Iteration 56Q: 3 clusters Score -552782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -552784.750000 Penalty: 2788.798828
	Iteration 57Q: 3 clusters Score -552784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -552785.625000 Penalty: 2788.798828
	Iteration 58Q: 3 clusters Score -552785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -552787.187500 Penalty: 2788.798828
	Iteration 59Q: 3 clusters Score -552787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -552789.875000 Penalty: 2788.798828
	Iteration 60F: 3 clusters Score -552789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -552790.437500 Penalty: 2788.798828
	Iteration 61Q: 3 clusters Score -552790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -552792.437500 Penalty: 2788.798828
	Iteration 62Q: 3 clusters Score -552792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -552796.500000 Penalty: 2788.798828
	Iteration 63Q: 3 clusters Score -552796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -552797.562500 Penalty: 2788.798828
	Iteration 64Q: 3 clusters Score -552797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -552800.125000 Penalty: 2788.798828
	Iteration 65Q: 3 clusters Score -552800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -552805.062500 Penalty: 2788.798828
	Iteration 66Q: 3 clusters Score -552805.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -552811.562500 Penalty: 2788.798828
	Iteration 67Q: 3 clusters Score -552811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -552816.125000 Penalty: 2788.798828
	Iteration 68Q: 3 clusters Score -552816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -552820.437500 Penalty: 2788.798828
	Iteration 69Q: 3 clusters Score -552820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -552824.812500 Penalty: 2788.798828
	Iteration 70Q: 3 clusters Score -552824.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -552830.187500 Penalty: 2788.798828
	Iteration 71Q: 3 clusters Score -552830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -552833.687500 Penalty: 2788.798828
	Iteration 72Q: 3 clusters Score -552833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -552834.937500 Penalty: 2788.798828
	Iteration 73Q: 3 clusters Score -552834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -552837.437500 Penalty: 2788.798828
	Iteration 74Q: 3 clusters Score -552837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -552841.937500 Penalty: 2788.798828
	Iteration 75Q: 3 clusters Score -552841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -552847.250000 Penalty: 2788.798828
	Iteration 76Q: 3 clusters Score -552847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -552849.312500 Penalty: 2788.798828
	Iteration 77Q: 3 clusters Score -552849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -552849.437500 Penalty: 2788.798828
	Iteration 78Q: 3 clusters Score -552849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -552853.187500 Penalty: 2788.798828
	Iteration 79Q: 3 clusters Score -552853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -552855.062500 Penalty: 2788.798828
	Iteration 80F: 3 clusters Score -552855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -552855.937500 Penalty: 2788.798828
	Iteration 81Q: 3 clusters Score -552855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -552856.937500 Penalty: 2788.798828
	Iteration 82Q: 3 clusters Score -552856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -552858.312500 Penalty: 2788.798828
	Iteration 83Q: 3 clusters Score -552858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -552860.312500 Penalty: 2788.798828
	Iteration 84Q: 3 clusters Score -552860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -552863.375000 Penalty: 2788.798828
	Iteration 85Q: 3 clusters Score -552863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -552867.125000 Penalty: 2788.798828
	Iteration 86Q: 3 clusters Score -552867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -552867.125000 Penalty: 2788.798828
	Iteration 87Q: 3 clusters Score -552867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -552867.812500 Penalty: 2788.798828
	Iteration 88Q: 3 clusters Score -552867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -552869.125000 Penalty: 2788.798828
	Iteration 89Q: 3 clusters Score -552869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -552871.312500 Penalty: 2788.798828
	Iteration 90Q: 3 clusters Score -552871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -552872.125000 Penalty: 2788.798828
	Iteration 91Q: 3 clusters Score -552872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -552872.187500 Penalty: 2788.798828
	Iteration 92Q: 3 clusters Score -552872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -552872.562500 Penalty: 2788.798828
	Iteration 93Q: 3 clusters Score -552872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -552872.562500 Penalty: 2788.798828
	Iteration 94F: 3 clusters Score -552872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Entering Unmasked Estep 
Score: -3239717.750000 Penalty: 1672.935669
	Iteration 0F: 2 clusters Score -3239718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3219923.750000 Penalty: 3345.871338
	Iteration 0F: 3 clusters Score -3219924 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3227290.500000 Penalty: 3345.871338
	Iteration 1F: 3 clusters Score -3227290 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3227557.750000 Penalty: 3345.871338
	Iteration 2Q: 3 clusters Score -3227558 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3227794.000000 Penalty: 3345.871338
	Iteration 3Q: 3 clusters Score -3227794 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3228002.250000 Penalty: 3345.871338
	Iteration 4Q: 3 clusters Score -3228002 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3228185.250000 Penalty: 3345.871338
	Iteration 5Q: 3 clusters Score -3228185 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3228356.250000 Penalty: 3345.871338
	Iteration 6Q: 3 clusters Score -3228356 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3228584.750000 Penalty: 3345.871338
	Iteration 7Q: 3 clusters Score -3228585 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3228834.750000 Penalty: 3345.871338
	Iteration 8Q: 3 clusters Score -3228835 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3229167.750000 Penalty: 3345.871338
	Iteration 9Q: 3 clusters Score -3229168 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3229732.750000 Penalty: 3345.871338
	Iteration 10Q: 3 clusters Score -3229733 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3230567.250000 Penalty: 3345.871338
	Iteration 11Q: 3 clusters Score -3230567 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3231646.500000 Penalty: 3345.871338
	Iteration 12F: 3 clusters Score -3231646 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3232842.000000 Penalty: 3345.871338
	Iteration 13F: 3 clusters Score -3232842 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3233837.750000 Penalty: 3345.871338
	Iteration 14Q: 3 clusters Score -3233838 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3234474.000000 Penalty: 3345.871338
	Iteration 15Q: 3 clusters Score -3234474 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3234861.000000 Penalty: 3345.871338
	Iteration 16Q: 3 clusters Score -3234861 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3235082.000000 Penalty: 3345.871338
	Iteration 17Q: 3 clusters Score -3235082 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3235227.000000 Penalty: 3345.871338
	Iteration 18Q: 3 clusters Score -3235227 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3235356.500000 Penalty: 3345.871338
	Iteration 19Q: 3 clusters Score -3235356 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3235520.500000 Penalty: 3345.871338
	Iteration 20F: 3 clusters Score -3235520 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3235681.750000 Penalty: 3345.871338
	Iteration 21Q: 3 clusters Score -3235682 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3235846.500000 Penalty: 3345.871338
	Iteration 22Q: 3 clusters Score -3235846 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3236009.500000 Penalty: 3345.871338
	Iteration 23Q: 3 clusters Score -3236010 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3236168.750000 Penalty: 3345.871338
	Iteration 24Q: 3 clusters Score -3236169 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3236332.750000 Penalty: 3345.871338
	Iteration 25Q: 3 clusters Score -3236333 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3236472.250000 Penalty: 3345.871338
	Iteration 26Q: 3 clusters Score -3236472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3236611.000000 Penalty: 3345.871338
	Iteration 27Q: 3 clusters Score -3236611 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3236775.500000 Penalty: 3345.871338
	Iteration 28Q: 3 clusters Score -3236776 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3236930.500000 Penalty: 3345.871338
	Iteration 29Q: 3 clusters Score -3236930 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3237051.000000 Penalty: 3345.871338
	Iteration 30Q: 3 clusters Score -3237051 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3237173.000000 Penalty: 3345.871338
	Iteration 31Q: 3 clusters Score -3237173 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3237299.000000 Penalty: 3345.871338
	Iteration 32Q: 3 clusters Score -3237299 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3237395.250000 Penalty: 3345.871338
	Iteration 33Q: 3 clusters Score -3237395 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3237496.250000 Penalty: 3345.871338
	Iteration 34Q: 3 clusters Score -3237496 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3237604.750000 Penalty: 3345.871338
	Iteration 35Q: 3 clusters Score -3237605 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3237730.250000 Penalty: 3345.871338
	Iteration 36Q: 3 clusters Score -3237730 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3237816.000000 Penalty: 3345.871338
	Iteration 37Q: 3 clusters Score -3237816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3237908.750000 Penalty: 3345.871338
	Iteration 38Q: 3 clusters Score -3237909 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3237976.750000 Penalty: 3345.871338
	Iteration 39Q: 3 clusters Score -3237977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3238043.750000 Penalty: 3345.871338
	Iteration 40F: 3 clusters Score -3238044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3238088.000000 Penalty: 3345.871338
	Iteration 41Q: 3 clusters Score -3238088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3238124.750000 Penalty: 3345.871338
	Iteration 42Q: 3 clusters Score -3238125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3238166.000000 Penalty: 3345.871338
	Iteration 43Q: 3 clusters Score -3238166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3238188.500000 Penalty: 3345.871338
	Iteration 44Q: 3 clusters Score -3238188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3238209.250000 Penalty: 3345.871338
	Iteration 45Q: 3 clusters Score -3238209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3238232.250000 Penalty: 3345.871338
	Iteration 46Q: 3 clusters Score -3238232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3238248.000000 Penalty: 3345.871338
	Iteration 47Q: 3 clusters Score -3238248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3238255.750000 Penalty: 3345.871338
	Iteration 48Q: 3 clusters Score -3238256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3238271.500000 Penalty: 3345.871338
	Iteration 49Q: 3 clusters Score -3238272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3238279.500000 Penalty: 3345.871338
	Iteration 50Q: 3 clusters Score -3238280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3238288.500000 Penalty: 3345.871338
	Iteration 51Q: 3 clusters Score -3238288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3238292.250000 Penalty: 3345.871338
	Iteration 52Q: 3 clusters Score -3238292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3238297.500000 Penalty: 3345.871338
	Iteration 53Q: 3 clusters Score -3238298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3238299.750000 Penalty: 3345.871338
	Iteration 54Q: 3 clusters Score -3238300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3238305.250000 Penalty: 3345.871338
	Iteration 55Q: 3 clusters Score -3238305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3238311.750000 Penalty: 3345.871338
	Iteration 56Q: 3 clusters Score -3238312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3238315.000000 Penalty: 3345.871338
	Iteration 57Q: 3 clusters Score -3238315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3238325.000000 Penalty: 3345.871338
	Iteration 58Q: 3 clusters Score -3238325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3238325.500000 Penalty: 3345.871338
	Iteration 59Q: 3 clusters Score -3238326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3238329.750000 Penalty: 3345.871338
	Iteration 60F: 3 clusters Score -3238330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3238330.250000 Penalty: 3345.871338
	Iteration 61Q: 3 clusters Score -3238330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3238330.250000 Penalty: 3345.871338
	Iteration 62F: 3 clusters Score -3238330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Entering Unmasked Estep 
Score: -3431125.250000 Penalty: 1684.223145
	Iteration 0F: 2 clusters Score -3431125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3409816.000000 Penalty: 3368.446289
	Iteration 0F: 3 clusters Score -3409816 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3418255.000000 Penalty: 3368.446289
	Iteration 1F: 3 clusters Score -3418255 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3418878.500000 Penalty: 3368.446289
	Iteration 2Q: 3 clusters Score -3418878 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3419541.750000 Penalty: 3368.446289
	Iteration 3Q: 3 clusters Score -3419542 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3420268.000000 Penalty: 3368.446289
	Iteration 4F: 3 clusters Score -3420268 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3421133.750000 Penalty: 3368.446289
	Iteration 5F: 3 clusters Score -3421134 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3422280.000000 Penalty: 3368.446289
	Iteration 6F: 3 clusters Score -3422280 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3423536.000000 Penalty: 3368.446289
	Iteration 7F: 3 clusters Score -3423536 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3424827.500000 Penalty: 3368.446289
	Iteration 8F: 3 clusters Score -3424828 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3425740.500000 Penalty: 3368.446289
	Iteration 9Q: 3 clusters Score -3425740 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3426307.250000 Penalty: 3368.446289
	Iteration 10Q: 3 clusters Score -3426307 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3426703.750000 Penalty: 3368.446289
	Iteration 11Q: 3 clusters Score -3426704 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3427071.500000 Penalty: 3368.446289
	Iteration 12Q: 3 clusters Score -3427072 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3427368.750000 Penalty: 3368.446289
	Iteration 13Q: 3 clusters Score -3427369 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3427638.250000 Penalty: 3368.446289
	Iteration 14Q: 3 clusters Score -3427638 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3427882.250000 Penalty: 3368.446289
	Iteration 15Q: 3 clusters Score -3427882 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3428143.500000 Penalty: 3368.446289
	Iteration 16Q: 3 clusters Score -3428144 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3428395.250000 Penalty: 3368.446289
	Iteration 17Q: 3 clusters Score -3428395 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3428682.500000 Penalty: 3368.446289
	Iteration 18Q: 3 clusters Score -3428682 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3428935.250000 Penalty: 3368.446289
	Iteration 19Q: 3 clusters Score -3428935 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3429164.250000 Penalty: 3368.446289
	Iteration 20F: 3 clusters Score -3429164 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3429380.000000 Penalty: 3368.446289
	Iteration 21Q: 3 clusters Score -3429380 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3429598.750000 Penalty: 3368.446289
	Iteration 22Q: 3 clusters Score -3429599 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3429772.500000 Penalty: 3368.446289
	Iteration 23Q: 3 clusters Score -3429772 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3429912.750000 Penalty: 3368.446289
	Iteration 24Q: 3 clusters Score -3429913 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3430009.250000 Penalty: 3368.446289
	Iteration 25Q: 3 clusters Score -3430009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3430080.500000 Penalty: 3368.446289
	Iteration 26Q: 3 clusters Score -3430080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3430121.000000 Penalty: 3368.446289
	Iteration 27Q: 3 clusters Score -3430121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3430156.500000 Penalty: 3368.446289
	Iteration 28Q: 3 clusters Score -3430156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3430169.250000 Penalty: 3368.446289
	Iteration 29Q: 3 clusters Score -3430169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -3430192.000000 Penalty: 3368.446289
	Iteration 30Q: 3 clusters Score -3430192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3430206.000000 Penalty: 3368.446289
	Iteration 31Q: 3 clusters Score -3430206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3430228.250000 Penalty: 3368.446289
	Iteration 32Q: 3 clusters Score -3430228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3430235.500000 Penalty: 3368.446289
	Iteration 33Q: 3 clusters Score -3430236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3430234.500000 Penalty: 3368.446289
	Iteration 34Q: 3 clusters Score -3430234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3430244.500000 Penalty: 3368.446289
	Iteration 35Q: 3 clusters Score -3430244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3430250.750000 Penalty: 3368.446289
	Iteration 36Q: 3 clusters Score -3430251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3430254.000000 Penalty: 3368.446289
	Iteration 37Q: 3 clusters Score -3430254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3430255.750000 Penalty: 3368.446289
	Iteration 38Q: 3 clusters Score -3430256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3430261.750000 Penalty: 3368.446289
	Iteration 39Q: 3 clusters Score -3430262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3430274.750000 Penalty: 3368.446289
	Iteration 40F: 3 clusters Score -3430275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3430285.250000 Penalty: 3368.446289
	Iteration 41Q: 3 clusters Score -3430285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3430286.750000 Penalty: 3368.446289
	Iteration 42Q: 3 clusters Score -3430287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3430286.750000 Penalty: 3368.446289
	Iteration 43Q: 3 clusters Score -3430287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3430288.250000 Penalty: 3368.446289
	Iteration 44Q: 3 clusters Score -3430288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3430288.250000 Penalty: 3368.446289
	Iteration 45F: 3 clusters Score -3430288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Entering Unmasked Estep 
Score: -602860.000000 Penalty: 1411.434937
	Iteration 0F: 2 clusters Score -602860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -598328.375000 Penalty: 2822.869873
	Iteration 0F: 3 clusters Score -598328.4 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -600072.312500 Penalty: 2822.869873
	Iteration 1F: 3 clusters Score -600072.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -600746.750000 Penalty: 2822.869873
	Iteration 2F: 3 clusters Score -600746.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -601301.187500 Penalty: 2822.869873
	Iteration 3F: 3 clusters Score -601301.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -601742.750000 Penalty: 2822.869873
	Iteration 4F: 3 clusters Score -601742.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -602034.625000 Penalty: 2822.869873
	Iteration 5F: 3 clusters Score -602034.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -602211.687500 Penalty: 2822.869873
	Iteration 6Q: 3 clusters Score -602211.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -602355.000000 Penalty: 2822.869873
	Iteration 7Q: 3 clusters Score -602355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -602441.187500 Penalty: 2822.869873
	Iteration 8Q: 3 clusters Score -602441.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -602494.500000 Penalty: 2822.869873
	Iteration 9Q: 3 clusters Score -602494.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -602530.125000 Penalty: 2822.869873
	Iteration 10Q: 3 clusters Score -602530.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -602557.500000 Penalty: 2822.869873
	Iteration 11Q: 3 clusters Score -602557.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -602576.500000 Penalty: 2822.869873
	Iteration 12Q: 3 clusters Score -602576.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -602591.687500 Penalty: 2822.869873
	Iteration 13Q: 3 clusters Score -602591.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -602608.437500 Penalty: 2822.869873
	Iteration 14Q: 3 clusters Score -602608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -602621.187500 Penalty: 2822.869873
	Iteration 15Q: 3 clusters Score -602621.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -602630.812500 Penalty: 2822.869873
	Iteration 16Q: 3 clusters Score -602630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -602637.625000 Penalty: 2822.869873
	Iteration 17Q: 3 clusters Score -602637.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -602643.250000 Penalty: 2822.869873
	Iteration 18Q: 3 clusters Score -602643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -602646.750000 Penalty: 2822.869873
	Iteration 19Q: 3 clusters Score -602646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -602646.750000 Penalty: 2822.869873
	Iteration 20F: 3 clusters Score -602646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Entering Unmasked Estep 
Score: -1146123.500000 Penalty: 1511.783569
	Iteration 0F: 2 clusters Score -1146124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1138337.375000 Penalty: 3023.567139
	Iteration 0F: 3 clusters Score -1138337 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1140953.625000 Penalty: 3023.567139
	Iteration 1F: 3 clusters Score -1140954 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1141236.250000 Penalty: 3023.567139
	Iteration 2F: 3 clusters Score -1141236 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1141472.000000 Penalty: 3023.567139
	Iteration 3F: 3 clusters Score -1141472 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1141686.000000 Penalty: 3023.567139
	Iteration 4Q: 3 clusters Score -1141686 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1141891.000000 Penalty: 3023.567139
	Iteration 5Q: 3 clusters Score -1141891 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1142126.000000 Penalty: 3023.567139
	Iteration 6Q: 3 clusters Score -1142126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1142375.000000 Penalty: 3023.567139
	Iteration 7Q: 3 clusters Score -1142375 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1142670.250000 Penalty: 3023.567139
	Iteration 8Q: 3 clusters Score -1142670 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1142952.750000 Penalty: 3023.567139
	Iteration 9Q: 3 clusters Score -1142953 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1143180.875000 Penalty: 3023.567139
	Iteration 10Q: 3 clusters Score -1143181 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1143357.375000 Penalty: 3023.567139
	Iteration 11Q: 3 clusters Score -1143357 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1143503.750000 Penalty: 3023.567139
	Iteration 12Q: 3 clusters Score -1143504 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1143596.875000 Penalty: 3023.567139
	Iteration 13Q: 3 clusters Score -1143597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1143655.875000 Penalty: 3023.567139
	Iteration 14Q: 3 clusters Score -1143656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1143694.500000 Penalty: 3023.567139
	Iteration 15Q: 3 clusters Score -1143694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1143736.250000 Penalty: 3023.567139
	Iteration 16Q: 3 clusters Score -1143736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1143785.125000 Penalty: 3023.567139
	Iteration 17Q: 3 clusters Score -1143785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1143828.375000 Penalty: 3023.567139
	Iteration 18Q: 3 clusters Score -1143828 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1143871.000000 Penalty: 3023.567139
	Iteration 19Q: 3 clusters Score -1143871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1143907.625000 Penalty: 3023.567139
	Iteration 20F: 3 clusters Score -1143908 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1143936.625000 Penalty: 3023.567139
	Iteration 21Q: 3 clusters Score -1143937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1143968.250000 Penalty: 3023.567139
	Iteration 22Q: 3 clusters Score -1143968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1143997.500000 Penalty: 3023.567139
	Iteration 23Q: 3 clusters Score -1143998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1144019.500000 Penalty: 3023.567139
	Iteration 24Q: 3 clusters Score -1144020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1144046.000000 Penalty: 3023.567139
	Iteration 25Q: 3 clusters Score -1144046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1144070.625000 Penalty: 3023.567139
	Iteration 26Q: 3 clusters Score -1144071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1144094.000000 Penalty: 3023.567139
	Iteration 27Q: 3 clusters Score -1144094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1144119.125000 Penalty: 3023.567139
	Iteration 28Q: 3 clusters Score -1144119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1144145.250000 Penalty: 3023.567139
	Iteration 29Q: 3 clusters Score -1144145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1144171.625000 Penalty: 3023.567139
	Iteration 30Q: 3 clusters Score -1144172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1144194.625000 Penalty: 3023.567139
	Iteration 31Q: 3 clusters Score -1144195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1144218.125000 Penalty: 3023.567139
	Iteration 32Q: 3 clusters Score -1144218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1144240.875000 Penalty: 3023.567139
	Iteration 33Q: 3 clusters Score -1144241 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1144262.000000 Penalty: 3023.567139
	Iteration 34Q: 3 clusters Score -1144262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1144278.125000 Penalty: 3023.567139
	Iteration 35Q: 3 clusters Score -1144278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1144291.625000 Penalty: 3023.567139
	Iteration 36Q: 3 clusters Score -1144292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1144317.125000 Penalty: 3023.567139
	Iteration 37Q: 3 clusters Score -1144317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1144341.625000 Penalty: 3023.567139
	Iteration 38Q: 3 clusters Score -1144342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1144372.500000 Penalty: 3023.567139
	Iteration 39Q: 3 clusters Score -1144372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1144410.250000 Penalty: 3023.567139
	Iteration 40F: 3 clusters Score -1144410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1144444.000000 Penalty: 3023.567139
	Iteration 41Q: 3 clusters Score -1144444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1144479.375000 Penalty: 3023.567139
	Iteration 42Q: 3 clusters Score -1144479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1144523.625000 Penalty: 3023.567139
	Iteration 43Q: 3 clusters Score -1144524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1144560.875000 Penalty: 3023.567139
	Iteration 44Q: 3 clusters Score -1144561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1144597.125000 Penalty: 3023.567139
	Iteration 45Q: 3 clusters Score -1144597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1144619.250000 Penalty: 3023.567139
	Iteration 46Q: 3 clusters Score -1144619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1144641.125000 Penalty: 3023.567139
	Iteration 47Q: 3 clusters Score -1144641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1144662.750000 Penalty: 3023.567139
	Iteration 48Q: 3 clusters Score -1144663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1144684.125000 Penalty: 3023.567139
	Iteration 49Q: 3 clusters Score -1144684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1144699.250000 Penalty: 3023.567139
	Iteration 50Q: 3 clusters Score -1144699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1144710.250000 Penalty: 3023.567139
	Iteration 51Q: 3 clusters Score -1144710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1144717.500000 Penalty: 3023.567139
	Iteration 52Q: 3 clusters Score -1144718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1144727.500000 Penalty: 3023.567139
	Iteration 53Q: 3 clusters Score -1144728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1144737.750000 Penalty: 3023.567139
	Iteration 54Q: 3 clusters Score -1144738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1144747.500000 Penalty: 3023.567139
	Iteration 55Q: 3 clusters Score -1144748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1144761.125000 Penalty: 3023.567139
	Iteration 56Q: 3 clusters Score -1144761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1144772.625000 Penalty: 3023.567139
	Iteration 57Q: 3 clusters Score -1144773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1144782.875000 Penalty: 3023.567139
	Iteration 58Q: 3 clusters Score -1144783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1144790.625000 Penalty: 3023.567139
	Iteration 59Q: 3 clusters Score -1144791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1144797.500000 Penalty: 3023.567139
	Iteration 60F: 3 clusters Score -1144798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1144805.500000 Penalty: 3023.567139
	Iteration 61Q: 3 clusters Score -1144806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1144811.750000 Penalty: 3023.567139
	Iteration 62Q: 3 clusters Score -1144812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1144816.125000 Penalty: 3023.567139
	Iteration 63Q: 3 clusters Score -1144816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1144817.750000 Penalty: 3023.567139
	Iteration 64Q: 3 clusters Score -1144818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1144818.125000 Penalty: 3023.567139
	Iteration 65Q: 3 clusters Score -1144818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1144821.000000 Penalty: 3023.567139
	Iteration 66Q: 3 clusters Score -1144821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1144822.750000 Penalty: 3023.567139
	Iteration 67Q: 3 clusters Score -1144823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1144824.625000 Penalty: 3023.567139
	Iteration 68Q: 3 clusters Score -1144825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1144826.625000 Penalty: 3023.567139
	Iteration 69Q: 3 clusters Score -1144827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1144823.875000 Penalty: 3023.567139
	Iteration 70Q: 3 clusters Score -1144824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1144825.875000 Penalty: 3023.567139
	Iteration 71Q: 3 clusters Score -1144826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1144826.375000 Penalty: 3023.567139
	Iteration 72Q: 3 clusters Score -1144826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1144825.375000 Penalty: 3023.567139
	Iteration 73Q: 3 clusters Score -1144825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1144825.375000 Penalty: 3023.567139
	Iteration 74F: 3 clusters Score -1144825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (276873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276873 members 
Entering Unmasked Estep 
Score: -29394610.000000 Penalty: 2036.338501
	Iteration 0F: 2 clusters Score -2.939461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -29217168.000000 Penalty: 4072.677002
	Iteration 0F: 3 clusters Score -2.921717e+07 nChanged 134941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -29301908.000000 Penalty: 4072.677002
	Iteration 1F: 3 clusters Score -2.930191e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -29309782.000000 Penalty: 4072.677002
	Iteration 2F: 3 clusters Score -2.930978e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 163964 members 
Entering Unmasked Estep 
Score: -29323726.000000 Penalty: 4072.677002
	Iteration 3F: 3 clusters Score -2.932373e+07 nChanged 22059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -29342186.000000 Penalty: 4072.677002
	Iteration 4F: 3 clusters Score -2.934219e+07 nChanged 21307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 172704 members 
Entering Unmasked Estep 
Score: -29357010.000000 Penalty: 4072.677002
	Iteration 5F: 3 clusters Score -2.935701e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -29361804.000000 Penalty: 4072.677002
	Iteration 6F: 3 clusters Score -2.93618e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -29363314.000000 Penalty: 4072.677002
	Iteration 7Q: 3 clusters Score -2.936331e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -29364068.000000 Penalty: 4072.677002
	Iteration 8Q: 3 clusters Score -2.936407e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110279 members 
Mstep: Class 2 contains 166594 members 
Entering Unmasked Estep 
Score: -29364734.000000 Penalty: 4072.677002
	Iteration 9Q: 3 clusters Score -2.936473e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -29365604.000000 Penalty: 4072.677002
	Iteration 10Q: 3 clusters Score -2.93656e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 162236 members 
Entering Unmasked Estep 
Score: -29366420.000000 Penalty: 4072.677002
	Iteration 11Q: 3 clusters Score -2.936642e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -29367266.000000 Penalty: 4072.677002
	Iteration 12Q: 3 clusters Score -2.936727e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 157787 members 
Entering Unmasked Estep 
Score: -29368388.000000 Penalty: 4072.677002
	Iteration 13Q: 3 clusters Score -2.936839e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -29369620.000000 Penalty: 4072.677002
	Iteration 14Q: 3 clusters Score -2.936962e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -29370760.000000 Penalty: 4072.677002
	Iteration 15Q: 3 clusters Score -2.937076e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123622 members 
Mstep: Class 2 contains 153251 members 
Entering Unmasked Estep 
Score: -29371716.000000 Penalty: 4072.677002
	Iteration 16Q: 3 clusters Score -2.937172e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -29373048.000000 Penalty: 4072.677002
	Iteration 17Q: 3 clusters Score -2.937305e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -29373944.000000 Penalty: 4072.677002
	Iteration 18Q: 3 clusters Score -2.937394e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -29374746.000000 Penalty: 4072.677002
	Iteration 19Q: 3 clusters Score -2.937475e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -29375756.000000 Penalty: 4072.677002
	Iteration 20F: 3 clusters Score -2.937576e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -29376644.000000 Penalty: 4072.677002
	Iteration 21Q: 3 clusters Score -2.937664e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -29377408.000000 Penalty: 4072.677002
	Iteration 22Q: 3 clusters Score -2.937741e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -29377976.000000 Penalty: 4072.677002
	Iteration 23Q: 3 clusters Score -2.937798e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -29378374.000000 Penalty: 4072.677002
	Iteration 24Q: 3 clusters Score -2.937837e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -29378652.000000 Penalty: 4072.677002
	Iteration 25Q: 3 clusters Score -2.937865e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 147660 members 
Entering Unmasked Estep 
Score: -29378886.000000 Penalty: 4072.677002
	Iteration 26Q: 3 clusters Score -2.937889e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -29379060.000000 Penalty: 4072.677002
	Iteration 27Q: 3 clusters Score -2.937906e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129872 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -29379280.000000 Penalty: 4072.677002
	Iteration 28Q: 3 clusters Score -2.937928e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -29379466.000000 Penalty: 4072.677002
	Iteration 29Q: 3 clusters Score -2.937947e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -29379570.000000 Penalty: 4072.677002
	Iteration 30Q: 3 clusters Score -2.937957e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -29379730.000000 Penalty: 4072.677002
	Iteration 31Q: 3 clusters Score -2.937973e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -29379842.000000 Penalty: 4072.677002
	Iteration 32Q: 3 clusters Score -2.937984e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -29379818.000000 Penalty: 4072.677002
	Iteration 33Q: 3 clusters Score -2.937982e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -29379848.000000 Penalty: 4072.677002
	Iteration 34Q: 3 clusters Score -2.937985e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131369 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -29379812.000000 Penalty: 4072.677002
	Iteration 35Q: 3 clusters Score -2.937981e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -29379710.000000 Penalty: 4072.677002
	Iteration 36Q: 3 clusters Score -2.937971e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131658 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -29379650.000000 Penalty: 4072.677002
	Iteration 37Q: 3 clusters Score -2.937965e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -29379596.000000 Penalty: 4072.677002
	Iteration 38Q: 3 clusters Score -2.93796e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -29379588.000000 Penalty: 4072.677002
	Iteration 39Q: 3 clusters Score -2.937959e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131887 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -29379598.000000 Penalty: 4072.677002
	Iteration 40F: 3 clusters Score -2.93796e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -29379586.000000 Penalty: 4072.677002
	Iteration 41Q: 3 clusters Score -2.937959e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 144828 members 
Entering Unmasked Estep 
Score: -29379590.000000 Penalty: 4072.677002
	Iteration 42Q: 3 clusters Score -2.937959e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -29379600.000000 Penalty: 4072.677002
	Iteration 43Q: 3 clusters Score -2.93796e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -29379620.000000 Penalty: 4072.677002
	Iteration 44Q: 3 clusters Score -2.937962e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -29379624.000000 Penalty: 4072.677002
	Iteration 45Q: 3 clusters Score -2.937962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132224 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -29379614.000000 Penalty: 4072.677002
	Iteration 46Q: 3 clusters Score -2.937961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -29379628.000000 Penalty: 4072.677002
	Iteration 47Q: 3 clusters Score -2.937963e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132278 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -29379642.000000 Penalty: 4072.677002
	Iteration 48Q: 3 clusters Score -2.937964e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132302 members 
Mstep: Class 2 contains 144571 members 
Entering Unmasked Estep 
Score: -29379652.000000 Penalty: 4072.677002
	Iteration 49Q: 3 clusters Score -2.937965e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132331 members 
Mstep: Class 2 contains 144542 members 
Entering Unmasked Estep 
Score: -29379688.000000 Penalty: 4072.677002
	Iteration 50Q: 3 clusters Score -2.937969e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -29379710.000000 Penalty: 4072.677002
	Iteration 51Q: 3 clusters Score -2.937971e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 144499 members 
Entering Unmasked Estep 
Score: -29379670.000000 Penalty: 4072.677002
	Iteration 52Q: 3 clusters Score -2.937967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 144480 members 
Entering Unmasked Estep 
Score: -29379636.000000 Penalty: 4072.677002
	Iteration 53Q: 3 clusters Score -2.937964e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132405 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -29379624.000000 Penalty: 4072.677002
	Iteration 54Q: 3 clusters Score -2.937962e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -29379606.000000 Penalty: 4072.677002
	Iteration 55Q: 3 clusters Score -2.937961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 144454 members 
Entering Unmasked Estep 
Score: -29379588.000000 Penalty: 4072.677002
	Iteration 56Q: 3 clusters Score -2.937959e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -29379568.000000 Penalty: 4072.677002
	Iteration 57Q: 3 clusters Score -2.937957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -29379560.000000 Penalty: 4072.677002
	Iteration 58Q: 3 clusters Score -2.937956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -29379548.000000 Penalty: 4072.677002
	Iteration 59Q: 3 clusters Score -2.937955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -29379550.000000 Penalty: 4072.677002
	Iteration 60F: 3 clusters Score -2.937955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132482 members 
Mstep: Class 2 contains 144391 members 
Entering Unmasked Estep 
Score: -29379552.000000 Penalty: 4072.677002
	Iteration 61Q: 3 clusters Score -2.937955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132494 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -29379552.000000 Penalty: 4072.677002
	Iteration 62Q: 3 clusters Score -2.937955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -29379558.000000 Penalty: 4072.677002
	Iteration 63Q: 3 clusters Score -2.937956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132511 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -29379578.000000 Penalty: 4072.677002
	Iteration 64Q: 3 clusters Score -2.937958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132515 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -29379596.000000 Penalty: 4072.677002
	Iteration 65Q: 3 clusters Score -2.93796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -29379594.000000 Penalty: 4072.677002
	Iteration 66Q: 3 clusters Score -2.937959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -29379588.000000 Penalty: 4072.677002
	Iteration 67Q: 3 clusters Score -2.937959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -29379574.000000 Penalty: 4072.677002
	Iteration 68Q: 3 clusters Score -2.937957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -29379588.000000 Penalty: 4072.677002
	Iteration 69Q: 3 clusters Score -2.937959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 144350 members 
Entering Unmasked Estep 
Score: -29379584.000000 Penalty: 4072.677002
	Iteration 70Q: 3 clusters Score -2.937958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -29379582.000000 Penalty: 4072.677002
	Iteration 71Q: 3 clusters Score -2.937958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 144347 members 
Entering Unmasked Estep 
Score: -29379564.000000 Penalty: 4072.677002
	Iteration 72Q: 3 clusters Score -2.937956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -29379572.000000 Penalty: 4072.677002
	Iteration 73Q: 3 clusters Score -2.937957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -29379578.000000 Penalty: 4072.677002
	Iteration 74Q: 3 clusters Score -2.937958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -29379582.000000 Penalty: 4072.677002
	Iteration 75Q: 3 clusters Score -2.937958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -29379582.000000 Penalty: 4072.677002
	Iteration 76Q: 3 clusters Score -2.937958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -29379582.000000 Penalty: 4072.677002
	Iteration 77F: 3 clusters Score -2.937958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Entering Unmasked Estep 
Score: -1646369.000000 Penalty: 1567.991089
	Iteration 0F: 2 clusters Score -1646369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1635786.500000 Penalty: 3135.982178
	Iteration 0F: 3 clusters Score -1635786 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1639410.375000 Penalty: 3135.982178
	Iteration 1F: 3 clusters Score -1639410 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1639659.500000 Penalty: 3135.982178
	Iteration 2Q: 3 clusters Score -1639660 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1639854.000000 Penalty: 3135.982178
	Iteration 3Q: 3 clusters Score -1639854 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1640033.750000 Penalty: 3135.982178
	Iteration 4Q: 3 clusters Score -1640034 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1640248.875000 Penalty: 3135.982178
	Iteration 5Q: 3 clusters Score -1640249 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1640546.000000 Penalty: 3135.982178
	Iteration 6Q: 3 clusters Score -1640546 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1640973.000000 Penalty: 3135.982178
	Iteration 7Q: 3 clusters Score -1640973 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1641584.500000 Penalty: 3135.982178
	Iteration 8F: 3 clusters Score -1641584 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1642437.625000 Penalty: 3135.982178
	Iteration 9F: 3 clusters Score -1642438 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1643349.500000 Penalty: 3135.982178
	Iteration 10F: 3 clusters Score -1643350 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1644013.750000 Penalty: 3135.982178
	Iteration 11F: 3 clusters Score -1644014 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1644452.500000 Penalty: 3135.982178
	Iteration 12Q: 3 clusters Score -1644452 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1644750.000000 Penalty: 3135.982178
	Iteration 13Q: 3 clusters Score -1644750 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1644986.625000 Penalty: 3135.982178
	Iteration 14Q: 3 clusters Score -1644987 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1645128.000000 Penalty: 3135.982178
	Iteration 15Q: 3 clusters Score -1645128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1645204.000000 Penalty: 3135.982178
	Iteration 16Q: 3 clusters Score -1645204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1645264.125000 Penalty: 3135.982178
	Iteration 17Q: 3 clusters Score -1645264 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1645313.250000 Penalty: 3135.982178
	Iteration 18Q: 3 clusters Score -1645313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1645344.125000 Penalty: 3135.982178
	Iteration 19Q: 3 clusters Score -1645344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1645372.500000 Penalty: 3135.982178
	Iteration 20F: 3 clusters Score -1645372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1645394.000000 Penalty: 3135.982178
	Iteration 21Q: 3 clusters Score -1645394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1645416.750000 Penalty: 3135.982178
	Iteration 22Q: 3 clusters Score -1645417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1645430.375000 Penalty: 3135.982178
	Iteration 23Q: 3 clusters Score -1645430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1645435.750000 Penalty: 3135.982178
	Iteration 24Q: 3 clusters Score -1645436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1645440.875000 Penalty: 3135.982178
	Iteration 25Q: 3 clusters Score -1645441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1645448.125000 Penalty: 3135.982178
	Iteration 26Q: 3 clusters Score -1645448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1645455.000000 Penalty: 3135.982178
	Iteration 27Q: 3 clusters Score -1645455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1645455.375000 Penalty: 3135.982178
	Iteration 28Q: 3 clusters Score -1645455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1645460.500000 Penalty: 3135.982178
	Iteration 29Q: 3 clusters Score -1645460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1645462.375000 Penalty: 3135.982178
	Iteration 30Q: 3 clusters Score -1645462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1645461.750000 Penalty: 3135.982178
	Iteration 31Q: 3 clusters Score -1645462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1645461.000000 Penalty: 3135.982178
	Iteration 32Q: 3 clusters Score -1645461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1645461.000000 Penalty: 3135.982178
	Iteration 33Q: 3 clusters Score -1645461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1645459.750000 Penalty: 3135.982178
	Iteration 34Q: 3 clusters Score -1645460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1645459.750000 Penalty: 3135.982178
	Iteration 35F: 3 clusters Score -1645460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -12040.910156 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -12040.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11510.917969 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -11510.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11571.225586 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -11571.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11598.994141 Penalty: 1626.282593
	Iteration 2Q: 3 clusters Score -11598.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11618.175781 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -11618.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11631.333984 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -11631.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11679.188477 Penalty: 1626.282593
	Iteration 5Q: 3 clusters Score -11679.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11686.743164 Penalty: 1626.282593
	Iteration 6Q: 3 clusters Score -11686.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11690.035156 Penalty: 1626.282593
	Iteration 7Q: 3 clusters Score -11690.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -11696.497070 Penalty: 1626.282593
	Iteration 8Q: 3 clusters Score -11696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -11706.499023 Penalty: 1626.282593
	Iteration 9Q: 3 clusters Score -11706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11713.130859 Penalty: 1626.282593
	Iteration 10Q: 3 clusters Score -11713.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11713.130859 Penalty: 1626.282593
	Iteration 11F: 3 clusters Score -11713.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Entering Unmasked Estep 
Score: -1339111.250000 Penalty: 1536.082642
	Iteration 0F: 2 clusters Score -1339111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1330151.625000 Penalty: 3072.165283
	Iteration 0F: 3 clusters Score -1330152 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1333334.875000 Penalty: 3072.165283
	Iteration 1F: 3 clusters Score -1333335 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1333782.000000 Penalty: 3072.165283
	Iteration 2F: 3 clusters Score -1333782 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1334166.750000 Penalty: 3072.165283
	Iteration 3F: 3 clusters Score -1334167 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1334502.625000 Penalty: 3072.165283
	Iteration 4F: 3 clusters Score -1334503 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1334815.250000 Penalty: 3072.165283
	Iteration 5Q: 3 clusters Score -1334815 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1335106.500000 Penalty: 3072.165283
	Iteration 6Q: 3 clusters Score -1335106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1335366.875000 Penalty: 3072.165283
	Iteration 7Q: 3 clusters Score -1335367 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1335652.625000 Penalty: 3072.165283
	Iteration 8Q: 3 clusters Score -1335653 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1335952.000000 Penalty: 3072.165283
	Iteration 9Q: 3 clusters Score -1335952 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1336285.125000 Penalty: 3072.165283
	Iteration 10Q: 3 clusters Score -1336285 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1336616.125000 Penalty: 3072.165283
	Iteration 11Q: 3 clusters Score -1336616 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1336880.250000 Penalty: 3072.165283
	Iteration 12Q: 3 clusters Score -1336880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1337089.625000 Penalty: 3072.165283
	Iteration 13Q: 3 clusters Score -1337090 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1337257.125000 Penalty: 3072.165283
	Iteration 14Q: 3 clusters Score -1337257 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1337383.625000 Penalty: 3072.165283
	Iteration 15Q: 3 clusters Score -1337384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1337459.000000 Penalty: 3072.165283
	Iteration 16Q: 3 clusters Score -1337459 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1337528.125000 Penalty: 3072.165283
	Iteration 17Q: 3 clusters Score -1337528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1337587.625000 Penalty: 3072.165283
	Iteration 18Q: 3 clusters Score -1337588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1337621.875000 Penalty: 3072.165283
	Iteration 19Q: 3 clusters Score -1337622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1337660.750000 Penalty: 3072.165283
	Iteration 20F: 3 clusters Score -1337661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1337688.000000 Penalty: 3072.165283
	Iteration 21Q: 3 clusters Score -1337688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1337711.375000 Penalty: 3072.165283
	Iteration 22Q: 3 clusters Score -1337711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1337726.875000 Penalty: 3072.165283
	Iteration 23Q: 3 clusters Score -1337727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1337748.875000 Penalty: 3072.165283
	Iteration 24Q: 3 clusters Score -1337749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1337769.500000 Penalty: 3072.165283
	Iteration 25Q: 3 clusters Score -1337770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1337792.625000 Penalty: 3072.165283
	Iteration 26Q: 3 clusters Score -1337793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1337807.000000 Penalty: 3072.165283
	Iteration 27Q: 3 clusters Score -1337807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1337815.625000 Penalty: 3072.165283
	Iteration 28Q: 3 clusters Score -1337816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1337826.250000 Penalty: 3072.165283
	Iteration 29Q: 3 clusters Score -1337826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1337838.875000 Penalty: 3072.165283
	Iteration 30Q: 3 clusters Score -1337839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1337847.875000 Penalty: 3072.165283
	Iteration 31Q: 3 clusters Score -1337848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1337854.500000 Penalty: 3072.165283
	Iteration 32Q: 3 clusters Score -1337854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1337857.000000 Penalty: 3072.165283
	Iteration 33Q: 3 clusters Score -1337857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1337863.500000 Penalty: 3072.165283
	Iteration 34Q: 3 clusters Score -1337864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1337870.875000 Penalty: 3072.165283
	Iteration 35Q: 3 clusters Score -1337871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1337883.500000 Penalty: 3072.165283
	Iteration 36Q: 3 clusters Score -1337884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1337890.125000 Penalty: 3072.165283
	Iteration 37Q: 3 clusters Score -1337890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1337891.375000 Penalty: 3072.165283
	Iteration 38Q: 3 clusters Score -1337891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1337894.375000 Penalty: 3072.165283
	Iteration 39Q: 3 clusters Score -1337894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1337897.125000 Penalty: 3072.165283
	Iteration 40F: 3 clusters Score -1337897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1337902.500000 Penalty: 3072.165283
	Iteration 41Q: 3 clusters Score -1337902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1337904.250000 Penalty: 3072.165283
	Iteration 42Q: 3 clusters Score -1337904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1337909.750000 Penalty: 3072.165283
	Iteration 43Q: 3 clusters Score -1337910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1337911.625000 Penalty: 3072.165283
	Iteration 44Q: 3 clusters Score -1337912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1337913.875000 Penalty: 3072.165283
	Iteration 45Q: 3 clusters Score -1337914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1337915.625000 Penalty: 3072.165283
	Iteration 46Q: 3 clusters Score -1337916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1337920.750000 Penalty: 3072.165283
	Iteration 47Q: 3 clusters Score -1337921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1337926.000000 Penalty: 3072.165283
	Iteration 48Q: 3 clusters Score -1337926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1337927.000000 Penalty: 3072.165283
	Iteration 49Q: 3 clusters Score -1337927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1337929.500000 Penalty: 3072.165283
	Iteration 50Q: 3 clusters Score -1337930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1337929.750000 Penalty: 3072.165283
	Iteration 51Q: 3 clusters Score -1337930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1337934.125000 Penalty: 3072.165283
	Iteration 52Q: 3 clusters Score -1337934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1337939.875000 Penalty: 3072.165283
	Iteration 53Q: 3 clusters Score -1337940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1337942.625000 Penalty: 3072.165283
	Iteration 54Q: 3 clusters Score -1337943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1337945.250000 Penalty: 3072.165283
	Iteration 55Q: 3 clusters Score -1337945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1337946.125000 Penalty: 3072.165283
	Iteration 56Q: 3 clusters Score -1337946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1337951.000000 Penalty: 3072.165283
	Iteration 57Q: 3 clusters Score -1337951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1337955.125000 Penalty: 3072.165283
	Iteration 58Q: 3 clusters Score -1337955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1337959.750000 Penalty: 3072.165283
	Iteration 59Q: 3 clusters Score -1337960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1337969.125000 Penalty: 3072.165283
	Iteration 60F: 3 clusters Score -1337969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1337975.875000 Penalty: 3072.165283
	Iteration 61Q: 3 clusters Score -1337976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1337979.750000 Penalty: 3072.165283
	Iteration 62Q: 3 clusters Score -1337980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1337979.750000 Penalty: 3072.165283
	Iteration 63Q: 3 clusters Score -1337980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1337981.625000 Penalty: 3072.165283
	Iteration 64Q: 3 clusters Score -1337982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1337981.500000 Penalty: 3072.165283
	Iteration 65Q: 3 clusters Score -1337982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1337983.500000 Penalty: 3072.165283
	Iteration 66Q: 3 clusters Score -1337984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1337984.625000 Penalty: 3072.165283
	Iteration 67Q: 3 clusters Score -1337985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1337987.250000 Penalty: 3072.165283
	Iteration 68Q: 3 clusters Score -1337987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1337988.125000 Penalty: 3072.165283
	Iteration 69Q: 3 clusters Score -1337988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1337988.125000 Penalty: 3072.165283
	Iteration 70F: 3 clusters Score -1337988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Entering Unmasked Estep 
Score: -5846470.500000 Penalty: 1776.493408
	Iteration 0F: 2 clusters Score -5846470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5809012.500000 Penalty: 3552.986816
	Iteration 0F: 3 clusters Score -5809012 nChanged 26334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -5824438.500000 Penalty: 3552.986816
	Iteration 1F: 3 clusters Score -5824438 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5825308.500000 Penalty: 3552.986816
	Iteration 2Q: 3 clusters Score -5825308 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5826474.500000 Penalty: 3552.986816
	Iteration 3F: 3 clusters Score -5826474 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5828218.000000 Penalty: 3552.986816
	Iteration 4F: 3 clusters Score -5828218 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5830586.000000 Penalty: 3552.986816
	Iteration 5F: 3 clusters Score -5830586 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5833196.500000 Penalty: 3552.986816
	Iteration 6F: 3 clusters Score -5833196 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -5835524.000000 Penalty: 3552.986816
	Iteration 7F: 3 clusters Score -5835524 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5837686.000000 Penalty: 3552.986816
	Iteration 8Q: 3 clusters Score -5837686 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5840105.000000 Penalty: 3552.986816
	Iteration 9Q: 3 clusters Score -5840105 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -5843027.000000 Penalty: 3552.986816
	Iteration 10Q: 3 clusters Score -5843027 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5844102.000000 Penalty: 3552.986816
	Iteration 11Q: 3 clusters Score -5844102 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5844348.000000 Penalty: 3552.986816
	Iteration 12Q: 3 clusters Score -5844348 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5844441.500000 Penalty: 3552.986816
	Iteration 13Q: 3 clusters Score -5844442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5844492.500000 Penalty: 3552.986816
	Iteration 14Q: 3 clusters Score -5844492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5844519.000000 Penalty: 3552.986816
	Iteration 15Q: 3 clusters Score -5844519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5844533.500000 Penalty: 3552.986816
	Iteration 16Q: 3 clusters Score -5844534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5844542.500000 Penalty: 3552.986816
	Iteration 17Q: 3 clusters Score -5844542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5844553.000000 Penalty: 3552.986816
	Iteration 18Q: 3 clusters Score -5844553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5844554.000000 Penalty: 3552.986816
	Iteration 19Q: 3 clusters Score -5844554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5844565.000000 Penalty: 3552.986816
	Iteration 20F: 3 clusters Score -5844565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5844598.000000 Penalty: 3552.986816
	Iteration 21Q: 3 clusters Score -5844598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5844603.000000 Penalty: 3552.986816
	Iteration 22Q: 3 clusters Score -5844603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5844612.500000 Penalty: 3552.986816
	Iteration 23Q: 3 clusters Score -5844612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5844615.500000 Penalty: 3552.986816
	Iteration 24Q: 3 clusters Score -5844616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5844620.000000 Penalty: 3552.986816
	Iteration 25Q: 3 clusters Score -5844620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5844626.500000 Penalty: 3552.986816
	Iteration 26Q: 3 clusters Score -5844626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5844620.500000 Penalty: 3552.986816
	Iteration 27Q: 3 clusters Score -5844620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5844623.000000 Penalty: 3552.986816
	Iteration 28Q: 3 clusters Score -5844623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5844621.500000 Penalty: 3552.986816
	Iteration 29Q: 3 clusters Score -5844622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5844625.000000 Penalty: 3552.986816
	Iteration 30Q: 3 clusters Score -5844625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5844625.500000 Penalty: 3552.986816
	Iteration 31Q: 3 clusters Score -5844626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5844619.500000 Penalty: 3552.986816
	Iteration 32Q: 3 clusters Score -5844620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5844613.500000 Penalty: 3552.986816
	Iteration 33Q: 3 clusters Score -5844614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5844622.000000 Penalty: 3552.986816
	Iteration 34Q: 3 clusters Score -5844622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5844629.500000 Penalty: 3552.986816
	Iteration 35Q: 3 clusters Score -5844630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5844626.000000 Penalty: 3552.986816
	Iteration 36Q: 3 clusters Score -5844626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5844635.000000 Penalty: 3552.986816
	Iteration 37Q: 3 clusters Score -5844635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5844640.000000 Penalty: 3552.986816
	Iteration 38Q: 3 clusters Score -5844640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5844642.500000 Penalty: 3552.986816
	Iteration 39Q: 3 clusters Score -5844642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5844646.000000 Penalty: 3552.986816
	Iteration 40F: 3 clusters Score -5844646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5844635.000000 Penalty: 3552.986816
	Iteration 41Q: 3 clusters Score -5844635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5844634.500000 Penalty: 3552.986816
	Iteration 42Q: 3 clusters Score -5844634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5844634.500000 Penalty: 3552.986816
	Iteration 43Q: 3 clusters Score -5844634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5844645.500000 Penalty: 3552.986816
	Iteration 44Q: 3 clusters Score -5844646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5844651.500000 Penalty: 3552.986816
	Iteration 45Q: 3 clusters Score -5844652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5844649.000000 Penalty: 3552.986816
	Iteration 46Q: 3 clusters Score -5844649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5844655.000000 Penalty: 3552.986816
	Iteration 47Q: 3 clusters Score -5844655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5844655.500000 Penalty: 3552.986816
	Iteration 48Q: 3 clusters Score -5844656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5844656.500000 Penalty: 3552.986816
	Iteration 49Q: 3 clusters Score -5844656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5844669.000000 Penalty: 3552.986816
	Iteration 50Q: 3 clusters Score -5844669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5844672.500000 Penalty: 3552.986816
	Iteration 51Q: 3 clusters Score -5844672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5844687.000000 Penalty: 3552.986816
	Iteration 52Q: 3 clusters Score -5844687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5844700.000000 Penalty: 3552.986816
	Iteration 53Q: 3 clusters Score -5844700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5844719.000000 Penalty: 3552.986816
	Iteration 54Q: 3 clusters Score -5844719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5844714.500000 Penalty: 3552.986816
	Iteration 55Q: 3 clusters Score -5844714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5844719.000000 Penalty: 3552.986816
	Iteration 56Q: 3 clusters Score -5844719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5844732.000000 Penalty: 3552.986816
	Iteration 57Q: 3 clusters Score -5844732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5844723.500000 Penalty: 3552.986816
	Iteration 58Q: 3 clusters Score -5844724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5844724.500000 Penalty: 3552.986816
	Iteration 59Q: 3 clusters Score -5844724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5844741.000000 Penalty: 3552.986816
	Iteration 60F: 3 clusters Score -5844741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5844741.500000 Penalty: 3552.986816
	Iteration 61Q: 3 clusters Score -5844742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5844746.000000 Penalty: 3552.986816
	Iteration 62Q: 3 clusters Score -5844746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5844754.500000 Penalty: 3552.986816
	Iteration 63Q: 3 clusters Score -5844754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5844760.000000 Penalty: 3552.986816
	Iteration 64Q: 3 clusters Score -5844760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5844754.000000 Penalty: 3552.986816
	Iteration 65Q: 3 clusters Score -5844754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5844750.500000 Penalty: 3552.986816
	Iteration 66Q: 3 clusters Score -5844750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5844755.500000 Penalty: 3552.986816
	Iteration 67Q: 3 clusters Score -5844756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5844751.000000 Penalty: 3552.986816
	Iteration 68Q: 3 clusters Score -5844751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5844754.000000 Penalty: 3552.986816
	Iteration 69Q: 3 clusters Score -5844754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5844754.500000 Penalty: 3552.986816
	Iteration 70Q: 3 clusters Score -5844754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5844754.500000 Penalty: 3552.986816
	Iteration 71F: 3 clusters Score -5844754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -325988.875000 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -325988.9 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 1652 members 
Entering Unmasked Estep 
Score: -323078.187500 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -323078.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -323767.750000 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -323767.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -323952.250000 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -323952.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -324108.031250 Penalty: 2631.267822
	Iteration 3F: 3 clusters Score -324108 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -324226.437500 Penalty: 2631.267822
	Iteration 4F: 3 clusters Score -324226.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -324340.375000 Penalty: 2631.267822
	Iteration 5Q: 3 clusters Score -324340.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -324439.562500 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -324439.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -324532.906250 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -324532.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -324591.875000 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -324591.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -324645.156250 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -324645.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -324702.156250 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -324702.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -324744.906250 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -324744.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -324782.062500 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -324782.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -324809.093750 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -324809.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -324842.031250 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -324842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -324872.968750 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -324873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -324892.343750 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -324892.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -324911.312500 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -324911.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -324926.906250 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -324926.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -324938.718750 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -324938.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -324947.093750 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -324947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -324948.843750 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -324948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -324951.906250 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -324951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -324954.437500 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -324954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -324955.843750 Penalty: 2631.267822
	Iteration 24Q: 3 clusters Score -324955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -324957.625000 Penalty: 2631.267822
	Iteration 25Q: 3 clusters Score -324957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -324958.468750 Penalty: 2631.267822
	Iteration 26Q: 3 clusters Score -324958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -324959.281250 Penalty: 2631.267822
	Iteration 27Q: 3 clusters Score -324959.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -324959.937500 Penalty: 2631.267822
	Iteration 28Q: 3 clusters Score -324959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -324961.312500 Penalty: 2631.267822
	Iteration 29Q: 3 clusters Score -324961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -324964.062500 Penalty: 2631.267822
	Iteration 30Q: 3 clusters Score -324964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -324964.468750 Penalty: 2631.267822
	Iteration 31Q: 3 clusters Score -324964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -324967.375000 Penalty: 2631.267822
	Iteration 32Q: 3 clusters Score -324967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -324968.656250 Penalty: 2631.267822
	Iteration 33Q: 3 clusters Score -324968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -324969.062500 Penalty: 2631.267822
	Iteration 34Q: 3 clusters Score -324969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -324969.062500 Penalty: 2631.267822
	Iteration 35F: 3 clusters Score -324969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Entering Unmasked Estep 
Score: -2311681.750000 Penalty: 1625.556396
	Iteration 0F: 2 clusters Score -2311682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2296720.000000 Penalty: 3251.112793
	Iteration 0F: 3 clusters Score -2296720 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2302343.250000 Penalty: 3251.112793
	Iteration 1F: 3 clusters Score -2302343 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2302864.250000 Penalty: 3251.112793
	Iteration 2F: 3 clusters Score -2302864 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2303453.500000 Penalty: 3251.112793
	Iteration 3F: 3 clusters Score -2303454 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2304218.750000 Penalty: 3251.112793
	Iteration 4F: 3 clusters Score -2304219 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2305115.500000 Penalty: 3251.112793
	Iteration 5F: 3 clusters Score -2305116 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2306120.000000 Penalty: 3251.112793
	Iteration 6F: 3 clusters Score -2306120 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2307068.500000 Penalty: 3251.112793
	Iteration 7F: 3 clusters Score -2307068 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2307899.250000 Penalty: 3251.112793
	Iteration 8F: 3 clusters Score -2307899 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2308617.500000 Penalty: 3251.112793
	Iteration 9Q: 3 clusters Score -2308618 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2309184.000000 Penalty: 3251.112793
	Iteration 10Q: 3 clusters Score -2309184 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2309555.250000 Penalty: 3251.112793
	Iteration 11Q: 3 clusters Score -2309555 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2309779.000000 Penalty: 3251.112793
	Iteration 12Q: 3 clusters Score -2309779 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2309923.500000 Penalty: 3251.112793
	Iteration 13Q: 3 clusters Score -2309924 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2310017.500000 Penalty: 3251.112793
	Iteration 14Q: 3 clusters Score -2310018 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2310094.000000 Penalty: 3251.112793
	Iteration 15Q: 3 clusters Score -2310094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2310161.250000 Penalty: 3251.112793
	Iteration 16Q: 3 clusters Score -2310161 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2310213.000000 Penalty: 3251.112793
	Iteration 17Q: 3 clusters Score -2310213 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2310247.750000 Penalty: 3251.112793
	Iteration 18Q: 3 clusters Score -2310248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2310271.000000 Penalty: 3251.112793
	Iteration 19Q: 3 clusters Score -2310271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2310300.250000 Penalty: 3251.112793
	Iteration 20F: 3 clusters Score -2310300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2310324.250000 Penalty: 3251.112793
	Iteration 21Q: 3 clusters Score -2310324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2310338.250000 Penalty: 3251.112793
	Iteration 22Q: 3 clusters Score -2310338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2310353.750000 Penalty: 3251.112793
	Iteration 23Q: 3 clusters Score -2310354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2310363.500000 Penalty: 3251.112793
	Iteration 24Q: 3 clusters Score -2310364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2310362.000000 Penalty: 3251.112793
	Iteration 25Q: 3 clusters Score -2310362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2310375.750000 Penalty: 3251.112793
	Iteration 26Q: 3 clusters Score -2310376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2310378.750000 Penalty: 3251.112793
	Iteration 27Q: 3 clusters Score -2310379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2310389.750000 Penalty: 3251.112793
	Iteration 28Q: 3 clusters Score -2310390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2310385.250000 Penalty: 3251.112793
	Iteration 29Q: 3 clusters Score -2310385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2310390.000000 Penalty: 3251.112793
	Iteration 30Q: 3 clusters Score -2310390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2310389.750000 Penalty: 3251.112793
	Iteration 31Q: 3 clusters Score -2310390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2310395.250000 Penalty: 3251.112793
	Iteration 32Q: 3 clusters Score -2310395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2310397.750000 Penalty: 3251.112793
	Iteration 33Q: 3 clusters Score -2310398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2310398.000000 Penalty: 3251.112793
	Iteration 34Q: 3 clusters Score -2310398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2310396.000000 Penalty: 3251.112793
	Iteration 35Q: 3 clusters Score -2310396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2310401.000000 Penalty: 3251.112793
	Iteration 36Q: 3 clusters Score -2310401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2310401.750000 Penalty: 3251.112793
	Iteration 37Q: 3 clusters Score -2310402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2310402.250000 Penalty: 3251.112793
	Iteration 38Q: 3 clusters Score -2310402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2310402.000000 Penalty: 3251.112793
	Iteration 39Q: 3 clusters Score -2310402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2310401.250000 Penalty: 3251.112793
	Iteration 40F: 3 clusters Score -2310401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2310403.000000 Penalty: 3251.112793
	Iteration 41Q: 3 clusters Score -2310403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2310403.750000 Penalty: 3251.112793
	Iteration 42Q: 3 clusters Score -2310404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2310407.500000 Penalty: 3251.112793
	Iteration 43Q: 3 clusters Score -2310408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2310408.000000 Penalty: 3251.112793
	Iteration 44Q: 3 clusters Score -2310408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2310409.000000 Penalty: 3251.112793
	Iteration 45Q: 3 clusters Score -2310409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2310410.000000 Penalty: 3251.112793
	Iteration 46Q: 3 clusters Score -2310410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2310410.000000 Penalty: 3251.112793
	Iteration 47F: 3 clusters Score -2310410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Entering Unmasked Estep 
Score: -2001520.875000 Penalty: 1595.510864
	Iteration 0F: 2 clusters Score -2001521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1988923.500000 Penalty: 3191.021729
	Iteration 0F: 3 clusters Score -1988924 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1993423.625000 Penalty: 3191.021729
	Iteration 1F: 3 clusters Score -1993424 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1993742.000000 Penalty: 3191.021729
	Iteration 2F: 3 clusters Score -1993742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1994046.375000 Penalty: 3191.021729
	Iteration 3Q: 3 clusters Score -1994046 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1994318.125000 Penalty: 3191.021729
	Iteration 4Q: 3 clusters Score -1994318 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1994643.375000 Penalty: 3191.021729
	Iteration 5Q: 3 clusters Score -1994643 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1995066.000000 Penalty: 3191.021729
	Iteration 6Q: 3 clusters Score -1995066 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1995572.875000 Penalty: 3191.021729
	Iteration 7Q: 3 clusters Score -1995573 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1996195.250000 Penalty: 3191.021729
	Iteration 8F: 3 clusters Score -1996195 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1996870.250000 Penalty: 3191.021729
	Iteration 9F: 3 clusters Score -1996870 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1997491.875000 Penalty: 3191.021729
	Iteration 10F: 3 clusters Score -1997492 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1997875.625000 Penalty: 3191.021729
	Iteration 11Q: 3 clusters Score -1997876 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1998098.125000 Penalty: 3191.021729
	Iteration 12Q: 3 clusters Score -1998098 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1998217.000000 Penalty: 3191.021729
	Iteration 13Q: 3 clusters Score -1998217 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1998292.875000 Penalty: 3191.021729
	Iteration 14Q: 3 clusters Score -1998293 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1998367.125000 Penalty: 3191.021729
	Iteration 15Q: 3 clusters Score -1998367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1998429.125000 Penalty: 3191.021729
	Iteration 16Q: 3 clusters Score -1998429 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1998500.750000 Penalty: 3191.021729
	Iteration 17Q: 3 clusters Score -1998501 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1998576.750000 Penalty: 3191.021729
	Iteration 18Q: 3 clusters Score -1998577 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1998638.625000 Penalty: 3191.021729
	Iteration 19Q: 3 clusters Score -1998639 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1998675.750000 Penalty: 3191.021729
	Iteration 20F: 3 clusters Score -1998676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1998729.750000 Penalty: 3191.021729
	Iteration 21Q: 3 clusters Score -1998730 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1998778.625000 Penalty: 3191.021729
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Mstep: Class 1 contains 8287 members 
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Mstep: Class 1 contains 8116 members 
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Mstep: Class 1 contains 7830 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2000006.000000 Penalty: 3191.021729
	Iteration 117Q: 3 clusters Score -2000006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2000013.125000 Penalty: 3191.021729
	Iteration 118Q: 3 clusters Score -2000013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2000009.750000 Penalty: 3191.021729
	Iteration 119Q: 3 clusters Score -2000010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2000019.500000 Penalty: 3191.021729
	Iteration 120F: 3 clusters Score -2000020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2000023.750000 Penalty: 3191.021729
	Iteration 121Q: 3 clusters Score -2000024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2000027.375000 Penalty: 3191.021729
	Iteration 122Q: 3 clusters Score -2000027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2000031.125000 Penalty: 3191.021729
	Iteration 123Q: 3 clusters Score -2000031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2000038.375000 Penalty: 3191.021729
	Iteration 124Q: 3 clusters Score -2000038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2000051.500000 Penalty: 3191.021729
	Iteration 125Q: 3 clusters Score -2000052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2000059.375000 Penalty: 3191.021729
	Iteration 126Q: 3 clusters Score -2000059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2000070.250000 Penalty: 3191.021729
	Iteration 127Q: 3 clusters Score -2000070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2000078.500000 Penalty: 3191.021729
	Iteration 128Q: 3 clusters Score -2000078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2000087.000000 Penalty: 3191.021729
	Iteration 129Q: 3 clusters Score -2000087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2000097.375000 Penalty: 3191.021729
	Iteration 130Q: 3 clusters Score -2000097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2000095.625000 Penalty: 3191.021729
	Iteration 131Q: 3 clusters Score -2000096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2000100.250000 Penalty: 3191.021729
	Iteration 132Q: 3 clusters Score -2000100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2000101.375000 Penalty: 3191.021729
	Iteration 133Q: 3 clusters Score -2000101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2000102.000000 Penalty: 3191.021729
	Iteration 134Q: 3 clusters Score -2000102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2000102.000000 Penalty: 3191.021729
	Iteration 135Q: 3 clusters Score -2000102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2000110.625000 Penalty: 3191.021729
	Iteration 136Q: 3 clusters Score -2000111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2000121.000000 Penalty: 3191.021729
	Iteration 137Q: 3 clusters Score -2000121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2000119.500000 Penalty: 3191.021729
	Iteration 138Q: 3 clusters Score -2000120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2000123.000000 Penalty: 3191.021729
	Iteration 139Q: 3 clusters Score -2000123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2000126.750000 Penalty: 3191.021729
	Iteration 140F: 3 clusters Score -2000127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2000129.375000 Penalty: 3191.021729
	Iteration 141Q: 3 clusters Score -2000129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2000127.000000 Penalty: 3191.021729
	Iteration 142Q: 3 clusters Score -2000127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2000126.500000 Penalty: 3191.021729
	Iteration 143Q: 3 clusters Score -2000126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2000127.750000 Penalty: 3191.021729
	Iteration 144Q: 3 clusters Score -2000128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2000128.625000 Penalty: 3191.021729
	Iteration 145Q: 3 clusters Score -2000129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2000130.000000 Penalty: 3191.021729
	Iteration 146Q: 3 clusters Score -2000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2000128.875000 Penalty: 3191.021729
	Iteration 147Q: 3 clusters Score -2000129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2000125.625000 Penalty: 3191.021729
	Iteration 148Q: 3 clusters Score -2000126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2000126.250000 Penalty: 3191.021729
	Iteration 149Q: 3 clusters Score -2000126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2000126.875000 Penalty: 3191.021729
	Iteration 150Q: 3 clusters Score -2000127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2000126.000000 Penalty: 3191.021729
	Iteration 151Q: 3 clusters Score -2000126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2000126.750000 Penalty: 3191.021729
	Iteration 152Q: 3 clusters Score -2000127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2000125.500000 Penalty: 3191.021729
	Iteration 153Q: 3 clusters Score -2000126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2000128.625000 Penalty: 3191.021729
	Iteration 154Q: 3 clusters Score -2000129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2000131.125000 Penalty: 3191.021729
	Iteration 155Q: 3 clusters Score -2000131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2000129.375000 Penalty: 3191.021729
	Iteration 156Q: 3 clusters Score -2000129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2000130.125000 Penalty: 3191.021729
	Iteration 157Q: 3 clusters Score -2000130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2000129.375000 Penalty: 3191.021729
	Iteration 158Q: 3 clusters Score -2000129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2000128.125000 Penalty: 3191.021729
	Iteration 159Q: 3 clusters Score -2000128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2000129.500000 Penalty: 3191.021729
	Iteration 160F: 3 clusters Score -2000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2000131.750000 Penalty: 3191.021729
	Iteration 161Q: 3 clusters Score -2000132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2000133.000000 Penalty: 3191.021729
	Iteration 162Q: 3 clusters Score -2000133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2000131.625000 Penalty: 3191.021729
	Iteration 163Q: 3 clusters Score -2000132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2000130.125000 Penalty: 3191.021729
	Iteration 164Q: 3 clusters Score -2000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2000129.125000 Penalty: 3191.021729
	Iteration 165Q: 3 clusters Score -2000129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2000128.500000 Penalty: 3191.021729
	Iteration 166Q: 3 clusters Score -2000128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2000129.625000 Penalty: 3191.021729
	Iteration 167Q: 3 clusters Score -2000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2000129.125000 Penalty: 3191.021729
	Iteration 168Q: 3 clusters Score -2000129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2000129.750000 Penalty: 3191.021729
	Iteration 169Q: 3 clusters Score -2000130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2000134.375000 Penalty: 3191.021729
	Iteration 170Q: 3 clusters Score -2000134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2000132.250000 Penalty: 3191.021729
	Iteration 171Q: 3 clusters Score -2000132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2000134.000000 Penalty: 3191.021729
	Iteration 172Q: 3 clusters Score -2000134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2000135.750000 Penalty: 3191.021729
	Iteration 173Q: 3 clusters Score -2000136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2000134.625000 Penalty: 3191.021729
	Iteration 174Q: 3 clusters Score -2000135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2000134.625000 Penalty: 3191.021729
	Iteration 175F: 3 clusters Score -2000135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13119.818359 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13119.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12607.760742 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -12607.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12849.351562 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -12849.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12949.600586 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -12949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13004.145508 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -13004.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13052.658203 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -13052.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13078.023438 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -13078.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13093.182617 Penalty: 1663.348022
	Iteration 6Q: 3 clusters Score -13093.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13093.182617 Penalty: 1663.348022
	Iteration 7F: 3 clusters Score -13093.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -347676.281250 Penalty: 1329.620483
	Iteration 0F: 2 clusters Score -347676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -344569.593750 Penalty: 2659.240967
	Iteration 0F: 3 clusters Score -344569.6 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -345389.406250 Penalty: 2659.240967
	Iteration 1F: 3 clusters Score -345389.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -345564.593750 Penalty: 2659.240967
	Iteration 2F: 3 clusters Score -345564.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -345685.625000 Penalty: 2659.240967
	Iteration 3F: 3 clusters Score -345685.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -345782.562500 Penalty: 2659.240967
	Iteration 4Q: 3 clusters Score -345782.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -345868.250000 Penalty: 2659.240967
	Iteration 5Q: 3 clusters Score -345868.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -345954.968750 Penalty: 2659.240967
	Iteration 6Q: 3 clusters Score -345955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -346007.718750 Penalty: 2659.240967
	Iteration 7Q: 3 clusters Score -346007.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -346054.500000 Penalty: 2659.240967
	Iteration 8Q: 3 clusters Score -346054.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -346102.000000 Penalty: 2659.240967
	Iteration 9Q: 3 clusters Score -346102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -346150.875000 Penalty: 2659.240967
	Iteration 10Q: 3 clusters Score -346150.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -346206.687500 Penalty: 2659.240967
	Iteration 11Q: 3 clusters Score -346206.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -346257.187500 Penalty: 2659.240967
	Iteration 12Q: 3 clusters Score -346257.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -346309.843750 Penalty: 2659.240967
	Iteration 13Q: 3 clusters Score -346309.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -346348.218750 Penalty: 2659.240967
	Iteration 14Q: 3 clusters Score -346348.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -346375.406250 Penalty: 2659.240967
	Iteration 15Q: 3 clusters Score -346375.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -346407.281250 Penalty: 2659.240967
	Iteration 16Q: 3 clusters Score -346407.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -346443.093750 Penalty: 2659.240967
	Iteration 17Q: 3 clusters Score -346443.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -346485.062500 Penalty: 2659.240967
	Iteration 18Q: 3 clusters Score -346485.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -346508.125000 Penalty: 2659.240967
	Iteration 19Q: 3 clusters Score -346508.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -346529.468750 Penalty: 2659.240967
	Iteration 20F: 3 clusters Score -346529.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -346550.218750 Penalty: 2659.240967
	Iteration 21Q: 3 clusters Score -346550.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -346566.406250 Penalty: 2659.240967
	Iteration 22Q: 3 clusters Score -346566.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -346582.406250 Penalty: 2659.240967
	Iteration 23Q: 3 clusters Score -346582.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -346594.812500 Penalty: 2659.240967
	Iteration 24Q: 3 clusters Score -346594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -346604.781250 Penalty: 2659.240967
	Iteration 25Q: 3 clusters Score -346604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -346609.156250 Penalty: 2659.240967
	Iteration 26Q: 3 clusters Score -346609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -346614.968750 Penalty: 2659.240967
	Iteration 27Q: 3 clusters Score -346615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -346622.500000 Penalty: 2659.240967
	Iteration 28Q: 3 clusters Score -346622.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -346626.156250 Penalty: 2659.240967
	Iteration 29Q: 3 clusters Score -346626.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -346631.062500 Penalty: 2659.240967
	Iteration 30Q: 3 clusters Score -346631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -346638.281250 Penalty: 2659.240967
	Iteration 31Q: 3 clusters Score -346638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -346642.843750 Penalty: 2659.240967
	Iteration 32Q: 3 clusters Score -346642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -346644.562500 Penalty: 2659.240967
	Iteration 33Q: 3 clusters Score -346644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -346645.406250 Penalty: 2659.240967
	Iteration 34Q: 3 clusters Score -346645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -346646.968750 Penalty: 2659.240967
	Iteration 35Q: 3 clusters Score -346647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -346648.093750 Penalty: 2659.240967
	Iteration 36Q: 3 clusters Score -346648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -346650.437500 Penalty: 2659.240967
	Iteration 37Q: 3 clusters Score -346650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -346650.062500 Penalty: 2659.240967
	Iteration 38Q: 3 clusters Score -346650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -346650.062500 Penalty: 2659.240967
	Iteration 39F: 3 clusters Score -346650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Entering Unmasked Estep 
Score: -165001.015625 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -165001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163146.203125 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -163146.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163509.171875 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -163509.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163629.281250 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -163629.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163703.593750 Penalty: 2392.240479
	Iteration 3F: 3 clusters Score -163703.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163757.156250 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -163757.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -163800.078125 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -163800.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163834.375000 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -163834.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163862.515625 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -163862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163883.078125 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -163883.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163906.312500 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -163906.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -163925.968750 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -163926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163944.203125 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -163944.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163960.343750 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -163960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -163973.000000 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -163973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163976.750000 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -163976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163980.046875 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -163980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163982.437500 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -163982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163985.562500 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -163985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -163987.765625 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -163987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -163989.843750 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -163989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163990.953125 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -163991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -163993.812500 Penalty: 2392.240479
	Iteration 21Q: 3 clusters Score -163993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163997.906250 Penalty: 2392.240479
	Iteration 22Q: 3 clusters Score -163997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164001.468750 Penalty: 2392.240479
	Iteration 23Q: 3 clusters Score -164001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -164003.843750 Penalty: 2392.240479
	Iteration 24Q: 3 clusters Score -164003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -164007.421875 Penalty: 2392.240479
	Iteration 25Q: 3 clusters Score -164007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164009.656250 Penalty: 2392.240479
	Iteration 26Q: 3 clusters Score -164009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -164009.843750 Penalty: 2392.240479
	Iteration 27Q: 3 clusters Score -164009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -164009.843750 Penalty: 2392.240479
	Iteration 28F: 3 clusters Score -164009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Entering Unmasked Estep 
Score: -16696445.000000 Penalty: 1943.321045
	Iteration 0F: 2 clusters Score -1.669644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -16593035.000000 Penalty: 3886.642090
	Iteration 0F: 3 clusters Score -1.659304e+07 nChanged 75368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -16637169.000000 Penalty: 3886.642090
	Iteration 1F: 3 clusters Score -1.663717e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -16637763.000000 Penalty: 3886.642090
	Iteration 2Q: 3 clusters Score -1.663776e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -16638484.000000 Penalty: 3886.642090
	Iteration 3Q: 3 clusters Score -1.663848e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -16639262.000000 Penalty: 3886.642090
	Iteration 4Q: 3 clusters Score -1.663926e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -16640470.000000 Penalty: 3886.642090
	Iteration 5Q: 3 clusters Score -1.664047e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -16642688.000000 Penalty: 3886.642090
	Iteration 6Q: 3 clusters Score -1.664269e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -16647074.000000 Penalty: 3886.642090
	Iteration 7F: 3 clusters Score -1.664707e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -16655059.000000 Penalty: 3886.642090
	Iteration 8F: 3 clusters Score -1.665506e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -16667346.000000 Penalty: 3886.642090
	Iteration 9F: 3 clusters Score -1.666735e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -16680195.000000 Penalty: 3886.642090
	Iteration 10F: 3 clusters Score -1.66802e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -16688866.000000 Penalty: 3886.642090
	Iteration 11F: 3 clusters Score -1.668887e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 152030 members 
Entering Unmasked Estep 
Score: -16692923.000000 Penalty: 3886.642090
	Iteration 12Q: 3 clusters Score -1.669292e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -16694416.000000 Penalty: 3886.642090
	Iteration 13Q: 3 clusters Score -1.669442e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -16694974.000000 Penalty: 3886.642090
	Iteration 14Q: 3 clusters Score -1.669497e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -16695217.000000 Penalty: 3886.642090
	Iteration 15Q: 3 clusters Score -1.669522e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -16695295.000000 Penalty: 3886.642090
	Iteration 16Q: 3 clusters Score -1.66953e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -16695373.000000 Penalty: 3886.642090
	Iteration 17Q: 3 clusters Score -1.669537e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -16695389.000000 Penalty: 3886.642090
	Iteration 18Q: 3 clusters Score -1.669539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 155292 members 
Entering Unmasked Estep 
Score: -16695379.000000 Penalty: 3886.642090
	Iteration 19Q: 3 clusters Score -1.669538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 155312 members 
Entering Unmasked Estep 
Score: -16695379.000000 Penalty: 3886.642090
	Iteration 20F: 3 clusters Score -1.669538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -16695373.000000 Penalty: 3886.642090
	Iteration 21Q: 3 clusters Score -1.669537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -16695399.000000 Penalty: 3886.642090
	Iteration 22Q: 3 clusters Score -1.66954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -16695390.000000 Penalty: 3886.642090
	Iteration 23Q: 3 clusters Score -1.669539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -16695385.000000 Penalty: 3886.642090
	Iteration 24Q: 3 clusters Score -1.669538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -16695391.000000 Penalty: 3886.642090
	Iteration 25Q: 3 clusters Score -1.669539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -16695372.000000 Penalty: 3886.642090
	Iteration 26Q: 3 clusters Score -1.669537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -16695368.000000 Penalty: 3886.642090
	Iteration 27Q: 3 clusters Score -1.669537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -16695380.000000 Penalty: 3886.642090
	Iteration 28Q: 3 clusters Score -1.669538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -16695378.000000 Penalty: 3886.642090
	Iteration 29Q: 3 clusters Score -1.669538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 155364 members 
Entering Unmasked Estep 
Score: -16695376.000000 Penalty: 3886.642090
	Iteration 30Q: 3 clusters Score -1.669538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 155364 members 
Entering Unmasked Estep 
Score: -16695376.000000 Penalty: 3886.642090
	Iteration 31F: 3 clusters Score -1.669538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -342623.375000 Penalty: 1309.169434
	Iteration 0F: 2 clusters Score -342623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -339767.593750 Penalty: 2618.338867
	Iteration 0F: 3 clusters Score -339767.6 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -340493.000000 Penalty: 2618.338867
	Iteration 1F: 3 clusters Score -340493 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -340662.187500 Penalty: 2618.338867
	Iteration 2F: 3 clusters Score -340662.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -340768.562500 Penalty: 2618.338867
	Iteration 3F: 3 clusters Score -340768.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -340834.062500 Penalty: 2618.338867
	Iteration 4Q: 3 clusters Score -340834.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -340882.312500 Penalty: 2618.338867
	Iteration 5Q: 3 clusters Score -340882.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -340927.625000 Penalty: 2618.338867
	Iteration 6Q: 3 clusters Score -340927.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -340966.437500 Penalty: 2618.338867
	Iteration 7Q: 3 clusters Score -340966.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -340994.406250 Penalty: 2618.338867
	Iteration 8Q: 3 clusters Score -340994.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -341018.343750 Penalty: 2618.338867
	Iteration 9Q: 3 clusters Score -341018.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -341045.937500 Penalty: 2618.338867
	Iteration 10Q: 3 clusters Score -341045.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -341072.718750 Penalty: 2618.338867
	Iteration 11Q: 3 clusters Score -341072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -341093.593750 Penalty: 2618.338867
	Iteration 12Q: 3 clusters Score -341093.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -341112.687500 Penalty: 2618.338867
	Iteration 13Q: 3 clusters Score -341112.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -341126.875000 Penalty: 2618.338867
	Iteration 14Q: 3 clusters Score -341126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -341136.281250 Penalty: 2618.338867
	Iteration 15Q: 3 clusters Score -341136.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -341144.000000 Penalty: 2618.338867
	Iteration 16Q: 3 clusters Score -341144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -341153.843750 Penalty: 2618.338867
	Iteration 17Q: 3 clusters Score -341153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -341162.125000 Penalty: 2618.338867
	Iteration 18Q: 3 clusters Score -341162.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -341169.687500 Penalty: 2618.338867
	Iteration 19Q: 3 clusters Score -341169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -341175.531250 Penalty: 2618.338867
	Iteration 20F: 3 clusters Score -341175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -341180.656250 Penalty: 2618.338867
	Iteration 21Q: 3 clusters Score -341180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -341186.750000 Penalty: 2618.338867
	Iteration 22Q: 3 clusters Score -341186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -341195.218750 Penalty: 2618.338867
	Iteration 23Q: 3 clusters Score -341195.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -341207.718750 Penalty: 2618.338867
	Iteration 24Q: 3 clusters Score -341207.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -341216.750000 Penalty: 2618.338867
	Iteration 25Q: 3 clusters Score -341216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -341229.156250 Penalty: 2618.338867
	Iteration 26Q: 3 clusters Score -341229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -341243.843750 Penalty: 2618.338867
	Iteration 27Q: 3 clusters Score -341243.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -341263.218750 Penalty: 2618.338867
	Iteration 28Q: 3 clusters Score -341263.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -341283.000000 Penalty: 2618.338867
	Iteration 29Q: 3 clusters Score -341283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -341297.750000 Penalty: 2618.338867
	Iteration 30Q: 3 clusters Score -341297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -341312.843750 Penalty: 2618.338867
	Iteration 31Q: 3 clusters Score -341312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -341328.500000 Penalty: 2618.338867
	Iteration 32Q: 3 clusters Score -341328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -341343.937500 Penalty: 2618.338867
	Iteration 33Q: 3 clusters Score -341343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -341357.781250 Penalty: 2618.338867
	Iteration 34Q: 3 clusters Score -341357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -341371.218750 Penalty: 2618.338867
	Iteration 35Q: 3 clusters Score -341371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -341385.843750 Penalty: 2618.338867
	Iteration 36Q: 3 clusters Score -341385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -341394.281250 Penalty: 2618.338867
	Iteration 37Q: 3 clusters Score -341394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -341401.906250 Penalty: 2618.338867
	Iteration 38Q: 3 clusters Score -341401.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -341413.750000 Penalty: 2618.338867
	Iteration 39Q: 3 clusters Score -341413.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -341426.750000 Penalty: 2618.338867
	Iteration 40F: 3 clusters Score -341426.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -341436.375000 Penalty: 2618.338867
	Iteration 41Q: 3 clusters Score -341436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -341440.250000 Penalty: 2618.338867
	Iteration 42Q: 3 clusters Score -341440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -341441.406250 Penalty: 2618.338867
	Iteration 43Q: 3 clusters Score -341441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -341442.968750 Penalty: 2618.338867
	Iteration 44Q: 3 clusters Score -341443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -341442.843750 Penalty: 2618.338867
	Iteration 45Q: 3 clusters Score -341442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -341442.843750 Penalty: 2618.338867
	Iteration 46F: 3 clusters Score -341442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (155741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Entering Unmasked Estep 
Score: -16678444.000000 Penalty: 1942.841797
	Iteration 0F: 2 clusters Score -1.667844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -16577239.000000 Penalty: 3885.683594
	Iteration 0F: 3 clusters Score -1.657724e+07 nChanged 75102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -16621667.000000 Penalty: 3885.683594
	Iteration 1F: 3 clusters Score -1.662167e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -16623098.000000 Penalty: 3885.683594
	Iteration 2Q: 3 clusters Score -1.66231e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -16625213.000000 Penalty: 3885.683594
	Iteration 3Q: 3 clusters Score -1.662521e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -16628427.000000 Penalty: 3885.683594
	Iteration 4Q: 3 clusters Score -1.662843e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -16633441.000000 Penalty: 3885.683594
	Iteration 5F: 3 clusters Score -1.663344e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -16640767.000000 Penalty: 3885.683594
	Iteration 6F: 3 clusters Score -1.664077e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -16649674.000000 Penalty: 3885.683594
	Iteration 7F: 3 clusters Score -1.664967e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -16657420.000000 Penalty: 3885.683594
	Iteration 8F: 3 clusters Score -1.665742e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -16660786.000000 Penalty: 3885.683594
	Iteration 9F: 3 clusters Score -1.666079e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -16662042.000000 Penalty: 3885.683594
	Iteration 10Q: 3 clusters Score -1.666204e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -16662509.000000 Penalty: 3885.683594
	Iteration 11Q: 3 clusters Score -1.666251e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -16662872.000000 Penalty: 3885.683594
	Iteration 12Q: 3 clusters Score -1.666287e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -16663232.000000 Penalty: 3885.683594
	Iteration 13Q: 3 clusters Score -1.666323e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -16663565.000000 Penalty: 3885.683594
	Iteration 14Q: 3 clusters Score -1.666356e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -16663934.000000 Penalty: 3885.683594
	Iteration 15Q: 3 clusters Score -1.666393e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -16664314.000000 Penalty: 3885.683594
	Iteration 16Q: 3 clusters Score -1.666431e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -16664582.000000 Penalty: 3885.683594
	Iteration 17Q: 3 clusters Score -1.666458e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -16664954.000000 Penalty: 3885.683594
	Iteration 18Q: 3 clusters Score -1.666495e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -16665405.000000 Penalty: 3885.683594
	Iteration 19Q: 3 clusters Score -1.66654e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -16665838.000000 Penalty: 3885.683594
	Iteration 20F: 3 clusters Score -1.666584e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -16666227.000000 Penalty: 3885.683594
	Iteration 21Q: 3 clusters Score -1.666623e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -16666619.000000 Penalty: 3885.683594
	Iteration 22Q: 3 clusters Score -1.666662e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -16667020.000000 Penalty: 3885.683594
	Iteration 23Q: 3 clusters Score -1.666702e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -16667518.000000 Penalty: 3885.683594
	Iteration 24Q: 3 clusters Score -1.666752e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -16667852.000000 Penalty: 3885.683594
	Iteration 25Q: 3 clusters Score -1.666785e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -16668284.000000 Penalty: 3885.683594
	Iteration 26Q: 3 clusters Score -1.666828e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -16668698.000000 Penalty: 3885.683594
	Iteration 27Q: 3 clusters Score -1.66687e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -16669150.000000 Penalty: 3885.683594
	Iteration 28Q: 3 clusters Score -1.666915e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -16669603.000000 Penalty: 3885.683594
	Iteration 29Q: 3 clusters Score -1.66696e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -16670015.000000 Penalty: 3885.683594
	Iteration 30Q: 3 clusters Score -1.667002e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -16670473.000000 Penalty: 3885.683594
	Iteration 31Q: 3 clusters Score -1.667047e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -16670916.000000 Penalty: 3885.683594
	Iteration 32Q: 3 clusters Score -1.667092e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121720 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -16671386.000000 Penalty: 3885.683594
	Iteration 33Q: 3 clusters Score -1.667139e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -16671916.000000 Penalty: 3885.683594
	Iteration 34Q: 3 clusters Score -1.667192e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -16672453.000000 Penalty: 3885.683594
	Iteration 35Q: 3 clusters Score -1.667245e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126777 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -16672927.000000 Penalty: 3885.683594
	Iteration 36Q: 3 clusters Score -1.667293e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128470 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -16673413.000000 Penalty: 3885.683594
	Iteration 37Q: 3 clusters Score -1.667341e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -16673915.000000 Penalty: 3885.683594
	Iteration 38Q: 3 clusters Score -1.667392e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -16674276.000000 Penalty: 3885.683594
	Iteration 39Q: 3 clusters Score -1.667428e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -16674666.000000 Penalty: 3885.683594
	Iteration 40F: 3 clusters Score -1.667467e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -16674984.000000 Penalty: 3885.683594
	Iteration 41Q: 3 clusters Score -1.667498e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135754 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -16675350.000000 Penalty: 3885.683594
	Iteration 42Q: 3 clusters Score -1.667535e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -16675752.000000 Penalty: 3885.683594
	Iteration 43Q: 3 clusters Score -1.667575e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -16676079.000000 Penalty: 3885.683594
	Iteration 44Q: 3 clusters Score -1.667608e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -16676399.000000 Penalty: 3885.683594
	Iteration 45Q: 3 clusters Score -1.66764e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -16676658.000000 Penalty: 3885.683594
	Iteration 46Q: 3 clusters Score -1.667666e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -16676832.000000 Penalty: 3885.683594
	Iteration 47Q: 3 clusters Score -1.667683e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143409 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -16677125.000000 Penalty: 3885.683594
	Iteration 48Q: 3 clusters Score -1.667712e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -16677456.000000 Penalty: 3885.683594
	Iteration 49Q: 3 clusters Score -1.667746e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145553 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -16677612.000000 Penalty: 3885.683594
	Iteration 50Q: 3 clusters Score -1.667761e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146489 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -16677825.000000 Penalty: 3885.683594
	Iteration 51Q: 3 clusters Score -1.667782e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -16677852.000000 Penalty: 3885.683594
	Iteration 52Q: 3 clusters Score -1.667785e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -16677919.000000 Penalty: 3885.683594
	Iteration 53Q: 3 clusters Score -1.667792e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148998 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -16677989.000000 Penalty: 3885.683594
	Iteration 54Q: 3 clusters Score -1.667799e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -16678045.000000 Penalty: 3885.683594
	Iteration 55Q: 3 clusters Score -1.667804e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -16678049.000000 Penalty: 3885.683594
	Iteration 56Q: 3 clusters Score -1.667805e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -16678042.000000 Penalty: 3885.683594
	Iteration 57Q: 3 clusters Score -1.667804e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151144 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -16678048.000000 Penalty: 3885.683594
	Iteration 58Q: 3 clusters Score -1.667805e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -16678000.000000 Penalty: 3885.683594
	Iteration 59Q: 3 clusters Score -1.6678e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -16677886.000000 Penalty: 3885.683594
	Iteration 60F: 3 clusters Score -1.667789e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -16677832.000000 Penalty: 3885.683594
	Iteration 61Q: 3 clusters Score -1.667783e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -16677821.000000 Penalty: 3885.683594
	Iteration 62Q: 3 clusters Score -1.667782e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16677810.000000 Penalty: 3885.683594
	Iteration 63Q: 3 clusters Score -1.667781e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -16677780.000000 Penalty: 3885.683594
	Iteration 64Q: 3 clusters Score -1.667778e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -16677752.000000 Penalty: 3885.683594
	Iteration 65Q: 3 clusters Score -1.667775e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -16677737.000000 Penalty: 3885.683594
	Iteration 66Q: 3 clusters Score -1.667774e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -16677711.000000 Penalty: 3885.683594
	Iteration 67Q: 3 clusters Score -1.667771e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -16677661.000000 Penalty: 3885.683594
	Iteration 68Q: 3 clusters Score -1.667766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16677613.000000 Penalty: 3885.683594
	Iteration 69Q: 3 clusters Score -1.667761e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16677592.000000 Penalty: 3885.683594
	Iteration 70Q: 3 clusters Score -1.667759e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16677573.000000 Penalty: 3885.683594
	Iteration 71Q: 3 clusters Score -1.667757e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -16677569.000000 Penalty: 3885.683594
	Iteration 72Q: 3 clusters Score -1.667757e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -16677554.000000 Penalty: 3885.683594
	Iteration 73Q: 3 clusters Score -1.667755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -16677552.000000 Penalty: 3885.683594
	Iteration 74Q: 3 clusters Score -1.667755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16677529.000000 Penalty: 3885.683594
	Iteration 75Q: 3 clusters Score -1.667753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16677505.000000 Penalty: 3885.683594
	Iteration 76Q: 3 clusters Score -1.66775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -16677529.000000 Penalty: 3885.683594
	Iteration 77Q: 3 clusters Score -1.667753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -16677501.000000 Penalty: 3885.683594
	Iteration 78Q: 3 clusters Score -1.66775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -16677474.000000 Penalty: 3885.683594
	Iteration 79Q: 3 clusters Score -1.667747e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16677485.000000 Penalty: 3885.683594
	Iteration 80F: 3 clusters Score -1.667748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16677479.000000 Penalty: 3885.683594
	Iteration 81Q: 3 clusters Score -1.667748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154491 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16677478.000000 Penalty: 3885.683594
	Iteration 82Q: 3 clusters Score -1.667748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154537 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16677471.000000 Penalty: 3885.683594
	Iteration 83Q: 3 clusters Score -1.667747e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154578 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16677469.000000 Penalty: 3885.683594
	Iteration 84Q: 3 clusters Score -1.667747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -16677463.000000 Penalty: 3885.683594
	Iteration 85Q: 3 clusters Score -1.667746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16677469.000000 Penalty: 3885.683594
	Iteration 86Q: 3 clusters Score -1.667747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -16677477.000000 Penalty: 3885.683594
	Iteration 87Q: 3 clusters Score -1.667748e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -16677461.000000 Penalty: 3885.683594
	Iteration 88Q: 3 clusters Score -1.667746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16677453.000000 Penalty: 3885.683594
	Iteration 89Q: 3 clusters Score -1.667745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16677450.000000 Penalty: 3885.683594
	Iteration 90Q: 3 clusters Score -1.667745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16677464.000000 Penalty: 3885.683594
	Iteration 91Q: 3 clusters Score -1.667746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154777 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16677437.000000 Penalty: 3885.683594
	Iteration 92Q: 3 clusters Score -1.667744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16677447.000000 Penalty: 3885.683594
	Iteration 93Q: 3 clusters Score -1.667745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16677444.000000 Penalty: 3885.683594
	Iteration 94Q: 3 clusters Score -1.667744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16677444.000000 Penalty: 3885.683594
	Iteration 95Q: 3 clusters Score -1.667744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154794 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16677439.000000 Penalty: 3885.683594
	Iteration 96Q: 3 clusters Score -1.667744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16677435.000000 Penalty: 3885.683594
	Iteration 97Q: 3 clusters Score -1.667744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16677426.000000 Penalty: 3885.683594
	Iteration 98Q: 3 clusters Score -1.667743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16677418.000000 Penalty: 3885.683594
	Iteration 99Q: 3 clusters Score -1.667742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16677429.000000 Penalty: 3885.683594
	Iteration 100F: 3 clusters Score -1.667743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154822 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16677429.000000 Penalty: 3885.683594
	Iteration 101Q: 3 clusters Score -1.667743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16677433.000000 Penalty: 3885.683594
	Iteration 102Q: 3 clusters Score -1.667743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154829 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16677429.000000 Penalty: 3885.683594
	Iteration 103Q: 3 clusters Score -1.667743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16677440.000000 Penalty: 3885.683594
	Iteration 104Q: 3 clusters Score -1.667744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16677438.000000 Penalty: 3885.683594
	Iteration 105Q: 3 clusters Score -1.667744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16677436.000000 Penalty: 3885.683594
	Iteration 106Q: 3 clusters Score -1.667744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16677436.000000 Penalty: 3885.683594
	Iteration 107Q: 3 clusters Score -1.667744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16677429.000000 Penalty: 3885.683594
	Iteration 108Q: 3 clusters Score -1.667743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16677446.000000 Penalty: 3885.683594
	Iteration 109Q: 3 clusters Score -1.667745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16677431.000000 Penalty: 3885.683594
	Iteration 110Q: 3 clusters Score -1.667743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16677431.000000 Penalty: 3885.683594
	Iteration 111F: 3 clusters Score -1.667743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 29584 members 
Mstep: Class 3 contains 31712 members 
Mstep: Class 4 contains 5918 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 276873 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12744 members 
Mstep: Class 11 contains 55953 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 22102 members 
Mstep: Class 14 contains 18371 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 156201 members 
Mstep: Class 21 contains 3154 members 
Mstep: Class 22 contains 155741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476200.000000 Penalty: 42000.691406
Iteration 199Q: 20 clusters Score -8.44762e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 29996 members 
Mstep: Class 3 contains 31626 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 276824 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12735 members 
Mstep: Class 11 contains 55973 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 22100 members 
Mstep: Class 14 contains 18261 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 156126 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 155634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476256.000000 Penalty: 42000.691406
Iteration 200F: 20 clusters Score -8.447626e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 30392 members 
Mstep: Class 3 contains 31526 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 276704 members 
Mstep: Class 7 contains 15513 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12738 members 
Mstep: Class 11 contains 55997 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 18142 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 156089 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 155581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476280.000000 Penalty: 42000.691406
Iteration 201Q: 20 clusters Score -8.447628e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 30813 members 
Mstep: Class 3 contains 31428 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 276562 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12739 members 
Mstep: Class 11 contains 56023 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 22097 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 156047 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 155531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476120.000000 Penalty: 42000.691406
Iteration 202Q: 20 clusters Score -8.447612e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 31216 members 
Mstep: Class 3 contains 31334 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 276415 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12740 members 
Mstep: Class 11 contains 56030 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 156008 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 155483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476112.000000 Penalty: 42000.691406
Iteration 203Q: 20 clusters Score -8.447611e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 31637 members 
Mstep: Class 3 contains 31234 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 276267 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12738 members 
Mstep: Class 11 contains 56047 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 22091 members 
Mstep: Class 14 contains 17813 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 155995 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 155426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476272.000000 Penalty: 42000.691406
Iteration 204Q: 20 clusters Score -8.447627e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 32022 members 
Mstep: Class 3 contains 31137 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 276169 members 
Mstep: Class 7 contains 15516 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12732 members 
Mstep: Class 11 contains 56067 members 
Mstep: Class 12 contains 3287 members 
Mstep: Class 13 contains 22082 members 
Mstep: Class 14 contains 17705 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 155964 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 155361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476584.000000 Penalty: 42000.691406
Iteration 205Q: 20 clusters Score -8.447658e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32426 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 276080 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12725 members 
Mstep: Class 11 contains 56084 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 17602 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 155924 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 155274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476600.000000 Penalty: 42000.691406
Iteration 206Q: 20 clusters Score -8.44766e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 32839 members 
Mstep: Class 3 contains 30943 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 10969 members 
Mstep: Class 6 contains 275965 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 11 contains 56111 members 
Mstep: Class 12 contains 3289 members 
Mstep: Class 13 contains 22066 members 
Mstep: Class 14 contains 17496 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 155891 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 155191 members 
Entering Unmasked Estep 
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Score: -84476968.000000 Penalty: 42000.691406
Iteration 207Q: 20 clusters Score -8.447697e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 33315 members 
Mstep: Class 3 contains 30855 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10969 members 
Mstep: Class 6 contains 275804 members 
Mstep: Class 7 contains 15521 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12717 members 
Mstep: Class 11 contains 56132 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 17360 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 155876 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 155103 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -8.44771e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 33787 members 
Mstep: Class 3 contains 30752 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 275655 members 
Mstep: Class 7 contains 15522 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 11 contains 56162 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 17220 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 155851 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 155028 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -8.44773e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 34270 members 
Mstep: Class 3 contains 30658 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 275491 members 
Mstep: Class 7 contains 15523 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 11 contains 56194 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 17080 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 155813 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 154957 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -8.447718e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 30536 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 275356 members 
Mstep: Class 7 contains 15525 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 11 contains 56221 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 22046 members 
Mstep: Class 14 contains 16951 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 155773 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 154914 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -8.44772e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 35187 members 
Mstep: Class 3 contains 30417 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 275206 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 11 contains 56239 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 16817 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 155741 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 154855 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -8.447738e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 35659 members 
Mstep: Class 3 contains 30304 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 275048 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12705 members 
Mstep: Class 11 contains 56253 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 16714 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 155698 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 154801 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -8.447734e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 36119 members 
Mstep: Class 3 contains 30184 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 274908 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 11 contains 56257 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 22020 members 
Mstep: Class 14 contains 16624 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 155656 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 154745 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -8.447729e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36618 members 
Mstep: Class 3 contains 30045 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10954 members 
Mstep: Class 6 contains 274818 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 11 contains 56279 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 16525 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 155567 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 154675 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -8.447734e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 4 contains 5912 members 
Mstep: Class 5 contains 10950 members 
Mstep: Class 6 contains 274723 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12692 members 
Mstep: Class 11 contains 56291 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 16423 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 155450 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 154575 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -8.447743e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 37660 members 
Mstep: Class 3 contains 29773 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10946 members 
Mstep: Class 6 contains 274661 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12683 members 
Mstep: Class 11 contains 56319 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 22008 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 155321 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 154516 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -8.447753e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 38167 members 
Mstep: Class 3 contains 29640 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10939 members 
Mstep: Class 6 contains 274591 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 11 contains 56334 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 16202 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 155193 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 154451 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -8.447772e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 38646 members 
Mstep: Class 3 contains 29515 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 274457 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12682 members 
Mstep: Class 11 contains 56350 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 21997 members 
Mstep: Class 14 contains 16089 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 155133 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 154385 members 
Entering Unmasked Estep 
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Iteration 219Q: 20 clusters Score -8.447797e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 39170 members 
Mstep: Class 3 contains 29402 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10927 members 
Mstep: Class 6 contains 274315 members 
Mstep: Class 7 contains 15536 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 11 contains 56371 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 15972 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 155057 members 
Mstep: Class 21 contains 3143 members 
Mstep: Class 22 contains 154299 members 
Entering Unmasked Estep 
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Iteration 220F: 20 clusters Score -8.447794e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 39740 members 
Mstep: Class 3 contains 29288 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10919 members 
Mstep: Class 6 contains 274110 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 11 contains 56392 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 15846 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 155016 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 154205 members 
Entering Unmasked Estep 
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Iteration 221Q: 20 clusters Score -8.447818e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 40319 members 
Mstep: Class 3 contains 29159 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10909 members 
Mstep: Class 6 contains 273897 members 
Mstep: Class 7 contains 15526 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12676 members 
Mstep: Class 11 contains 56411 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 20 contains 154993 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 154109 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -8.447854e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 40857 members 
Mstep: Class 3 contains 29027 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10907 members 
Mstep: Class 6 contains 273654 members 
Mstep: Class 7 contains 15526 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12677 members 
Mstep: Class 11 contains 56432 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 15597 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 154974 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 154068 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -8.447901e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 41405 members 
Mstep: Class 3 contains 28888 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 6 contains 273407 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 11 contains 56458 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 22015 members 
Mstep: Class 14 contains 15484 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 154944 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 153996 members 
Entering Unmasked Estep 
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Iteration 224Q: 20 clusters Score -8.447942e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 41921 members 
Mstep: Class 3 contains 28765 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10894 members 
Mstep: Class 6 contains 273214 members 
Mstep: Class 7 contains 15546 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 11 contains 56496 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 15357 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 154893 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 153950 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -8.44795e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 42472 members 
Mstep: Class 3 contains 28638 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 273005 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 11 contains 56532 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 15224 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 154815 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 153936 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -8.447979e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 42976 members 
Mstep: Class 3 contains 28529 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10883 members 
Mstep: Class 6 contains 272813 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12675 members 
Mstep: Class 11 contains 56552 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 21965 members 
Mstep: Class 14 contains 15102 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 154751 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 153940 members 
Entering Unmasked Estep 
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Iteration 227Q: 20 clusters Score -8.448026e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 43535 members 
Mstep: Class 3 contains 28419 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10872 members 
Mstep: Class 6 contains 272624 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12677 members 
Mstep: Class 11 contains 56576 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 21943 members 
Mstep: Class 14 contains 14974 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 154646 members 
Mstep: Class 21 contains 3134 members 
Mstep: Class 22 contains 153923 members 
Entering Unmasked Estep 
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Iteration 228Q: 20 clusters Score -8.448014e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 44071 members 
Mstep: Class 3 contains 28275 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 10866 members 
Mstep: Class 6 contains 272421 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12676 members 
Mstep: Class 11 contains 56599 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 21930 members 
Mstep: Class 14 contains 14875 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 20 contains 154557 members 
Mstep: Class 21 contains 3124 members 
Mstep: Class 22 contains 153927 members 
Entering Unmasked Estep 
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Iteration 229Q: 20 clusters Score -8.448024e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 44620 members 
Mstep: Class 3 contains 28110 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10853 members 
Mstep: Class 6 contains 272216 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 11 contains 56624 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 14781 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 154481 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 153939 members 
Entering Unmasked Estep 
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Iteration 230Q: 20 clusters Score -8.448036e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 45166 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10843 members 
Mstep: Class 6 contains 272001 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12684 members 
Mstep: Class 11 contains 56627 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 21902 members 
Mstep: Class 14 contains 14677 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 154436 members 
Mstep: Class 21 contains 3112 members 
Mstep: Class 22 contains 153924 members 
Entering Unmasked Estep 
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Iteration 231Q: 20 clusters Score -8.448034e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 45718 members 
Mstep: Class 3 contains 27757 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10832 members 
Mstep: Class 6 contains 271759 members 
Mstep: Class 7 contains 15554 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12695 members 
Mstep: Class 11 contains 56621 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 21887 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 20 contains 154417 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 153959 members 
Entering Unmasked Estep 
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Iteration 232Q: 20 clusters Score -8.448019e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 46247 members 
Mstep: Class 3 contains 27577 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 10827 members 
Mstep: Class 6 contains 271497 members 
Mstep: Class 7 contains 15551 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12692 members 
Mstep: Class 11 contains 56641 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 21878 members 
Mstep: Class 14 contains 14452 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 20 contains 154383 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 154018 members 
Entering Unmasked Estep 
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Iteration 233Q: 20 clusters Score -8.448012e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 46733 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 10823 members 
Mstep: Class 6 contains 271209 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12694 members 
Mstep: Class 11 contains 56676 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 21866 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 154307 members 
Mstep: Class 21 contains 3132 members 
Mstep: Class 22 contains 154100 members 
Entering Unmasked Estep 
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Iteration 234Q: 20 clusters Score -8.448035e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 47156 members 
Mstep: Class 3 contains 27311 members 
Mstep: Class 4 contains 5907 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 270951 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12695 members 
Mstep: Class 11 contains 56713 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 14245 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 154239 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 154188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480376.000000 Penalty: 42000.691406
Iteration 235Q: 20 clusters Score -8.448038e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 47528 members 
Mstep: Class 3 contains 27177 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 270702 members 
Mstep: Class 7 contains 15581 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12690 members 
Mstep: Class 11 contains 56728 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 154169 members 
Mstep: Class 21 contains 3157 members 
Mstep: Class 22 contains 154336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480312.000000 Penalty: 42000.691406
Iteration 236Q: 20 clusters Score -8.448031e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 47888 members 
Mstep: Class 3 contains 27059 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 10798 members 
Mstep: Class 6 contains 270478 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12687 members 
Mstep: Class 11 contains 56752 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 154100 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 154437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480264.000000 Penalty: 42000.691406
Iteration 237Q: 20 clusters Score -8.448026e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 48280 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 270299 members 
Mstep: Class 7 contains 15581 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12695 members 
Mstep: Class 11 contains 56788 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 21859 members 
Mstep: Class 14 contains 13967 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 154070 members 
Mstep: Class 21 contains 3185 members 
Mstep: Class 22 contains 154497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480456.000000 Penalty: 42000.691406
Iteration 238Q: 20 clusters Score -8.448046e+07 nChanged 2204
Entering ConstructFrom: 
Score: -84480456.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -549922.312500 Penalty: 1393.267212
	Iteration 0F: 2 clusters Score -549922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -545846.312500 Penalty: 2786.534424
	Iteration 0F: 3 clusters Score -545846.3 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -547092.125000 Penalty: 2786.534424
	Iteration 1F: 3 clusters Score -547092.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -547392.187500 Penalty: 2786.534424
	Iteration 2F: 3 clusters Score -547392.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -547629.375000 Penalty: 2786.534424
	Iteration 3F: 3 clusters Score -547629.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -547783.000000 Penalty: 2786.534424
	Iteration 4Q: 3 clusters Score -547783 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -547899.875000 Penalty: 2786.534424
	Iteration 5Q: 3 clusters Score -547899.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -547990.125000 Penalty: 2786.534424
	Iteration 6Q: 3 clusters Score -547990.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -548078.937500 Penalty: 2786.534424
	Iteration 7Q: 3 clusters Score -548078.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -548165.687500 Penalty: 2786.534424
	Iteration 8Q: 3 clusters Score -548165.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -548241.437500 Penalty: 2786.534424
	Iteration 9Q: 3 clusters Score -548241.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -548304.437500 Penalty: 2786.534424
	Iteration 10Q: 3 clusters Score -548304.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -548364.500000 Penalty: 2786.534424
	Iteration 11Q: 3 clusters Score -548364.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -548417.625000 Penalty: 2786.534424
	Iteration 12Q: 3 clusters Score -548417.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -548463.875000 Penalty: 2786.534424
	Iteration 13Q: 3 clusters Score -548463.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -548499.125000 Penalty: 2786.534424
	Iteration 14Q: 3 clusters Score -548499.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -548527.687500 Penalty: 2786.534424
	Iteration 15Q: 3 clusters Score -548527.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -548551.500000 Penalty: 2786.534424
	Iteration 16Q: 3 clusters Score -548551.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -548578.062500 Penalty: 2786.534424
	Iteration 17Q: 3 clusters Score -548578.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -548604.250000 Penalty: 2786.534424
	Iteration 18Q: 3 clusters Score -548604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -548628.562500 Penalty: 2786.534424
	Iteration 19Q: 3 clusters Score -548628.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -548654.062500 Penalty: 2786.534424
	Iteration 20F: 3 clusters Score -548654.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -548689.125000 Penalty: 2786.534424
	Iteration 21Q: 3 clusters Score -548689.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -548714.125000 Penalty: 2786.534424
	Iteration 22Q: 3 clusters Score -548714.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -548733.625000 Penalty: 2786.534424
	Iteration 23Q: 3 clusters Score -548733.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -548747.062500 Penalty: 2786.534424
	Iteration 24Q: 3 clusters Score -548747.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -548765.875000 Penalty: 2786.534424
	Iteration 25Q: 3 clusters Score -548765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -548781.625000 Penalty: 2786.534424
	Iteration 26Q: 3 clusters Score -548781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -548794.812500 Penalty: 2786.534424
	Iteration 27Q: 3 clusters Score -548794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -548807.375000 Penalty: 2786.534424
	Iteration 28Q: 3 clusters Score -548807.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -548822.562500 Penalty: 2786.534424
	Iteration 29Q: 3 clusters Score -548822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -548833.750000 Penalty: 2786.534424
	Iteration 30Q: 3 clusters Score -548833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -548842.687500 Penalty: 2786.534424
	Iteration 31Q: 3 clusters Score -548842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -548846.937500 Penalty: 2786.534424
	Iteration 32Q: 3 clusters Score -548846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -548849.937500 Penalty: 2786.534424
	Iteration 33Q: 3 clusters Score -548849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -548849.562500 Penalty: 2786.534424
	Iteration 34Q: 3 clusters Score -548849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -548850.687500 Penalty: 2786.534424
	Iteration 35Q: 3 clusters Score -548850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -548850.687500 Penalty: 2786.534424
	Iteration 36F: 3 clusters Score -548850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Entering Unmasked Estep 
Score: -5297702.000000 Penalty: 1753.699341
	Iteration 0F: 2 clusters Score -5297702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5265004.000000 Penalty: 3507.398682
	Iteration 0F: 3 clusters Score -5265004 nChanged 22821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5278124.000000 Penalty: 3507.398682
	Iteration 1F: 3 clusters Score -5278124 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5278685.000000 Penalty: 3507.398682
	Iteration 2Q: 3 clusters Score -5278685 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -5279560.000000 Penalty: 3507.398682
	Iteration 3Q: 3 clusters Score -5279560 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -5281057.000000 Penalty: 3507.398682
	Iteration 4F: 3 clusters Score -5281057 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -5283701.500000 Penalty: 3507.398682
	Iteration 5F: 3 clusters Score -5283702 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5287566.500000 Penalty: 3507.398682
	Iteration 6F: 3 clusters Score -5287566 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5291581.500000 Penalty: 3507.398682
	Iteration 7F: 3 clusters Score -5291582 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5294346.500000 Penalty: 3507.398682
	Iteration 8F: 3 clusters Score -5294346 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5295535.500000 Penalty: 3507.398682
	Iteration 9Q: 3 clusters Score -5295536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -5295903.500000 Penalty: 3507.398682
	Iteration 10Q: 3 clusters Score -5295904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -5296032.000000 Penalty: 3507.398682
	Iteration 11Q: 3 clusters Score -5296032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -5296074.000000 Penalty: 3507.398682
	Iteration 12Q: 3 clusters Score -5296074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -5296092.000000 Penalty: 3507.398682
	Iteration 13Q: 3 clusters Score -5296092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5296109.500000 Penalty: 3507.398682
	Iteration 14Q: 3 clusters Score -5296110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -5296125.000000 Penalty: 3507.398682
	Iteration 15Q: 3 clusters Score -5296125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -5296132.000000 Penalty: 3507.398682
	Iteration 16Q: 3 clusters Score -5296132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5296139.500000 Penalty: 3507.398682
	Iteration 17Q: 3 clusters Score -5296140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -5296141.000000 Penalty: 3507.398682
	Iteration 18Q: 3 clusters Score -5296141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5296143.000000 Penalty: 3507.398682
	Iteration 19Q: 3 clusters Score -5296143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -5296151.000000 Penalty: 3507.398682
	Iteration 20F: 3 clusters Score -5296151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -5296148.000000 Penalty: 3507.398682
	Iteration 21Q: 3 clusters Score -5296148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -5296148.000000 Penalty: 3507.398682
	Iteration 22F: 3 clusters Score -5296148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Entering Unmasked Estep 
Score: -2893286.250000 Penalty: 1656.468750
	Iteration 0F: 2 clusters Score -2893286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2875144.000000 Penalty: 3312.937500
	Iteration 0F: 3 clusters Score -2875144 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2882177.000000 Penalty: 3312.937500
	Iteration 1F: 3 clusters Score -2882177 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2882730.000000 Penalty: 3312.937500
	Iteration 2Q: 3 clusters Score -2882730 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2883357.750000 Penalty: 3312.937500
	Iteration 3F: 3 clusters Score -2883358 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2884091.000000 Penalty: 3312.937500
	Iteration 4F: 3 clusters Score -2884091 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2885105.000000 Penalty: 3312.937500
	Iteration 5F: 3 clusters Score -2885105 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2886290.750000 Penalty: 3312.937500
	Iteration 6F: 3 clusters Score -2886291 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2887644.500000 Penalty: 3312.937500
	Iteration 7F: 3 clusters Score -2887644 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2888981.250000 Penalty: 3312.937500
	Iteration 8F: 3 clusters Score -2888981 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2890088.500000 Penalty: 3312.937500
	Iteration 9Q: 3 clusters Score -2890088 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2890911.000000 Penalty: 3312.937500
	Iteration 10Q: 3 clusters Score -2890911 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2891426.000000 Penalty: 3312.937500
	Iteration 11Q: 3 clusters Score -2891426 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2891752.750000 Penalty: 3312.937500
	Iteration 12Q: 3 clusters Score -2891753 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2891981.000000 Penalty: 3312.937500
	Iteration 13Q: 3 clusters Score -2891981 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2892139.500000 Penalty: 3312.937500
	Iteration 14Q: 3 clusters Score -2892140 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2892293.750000 Penalty: 3312.937500
	Iteration 15Q: 3 clusters Score -2892294 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2892449.250000 Penalty: 3312.937500
	Iteration 16Q: 3 clusters Score -2892449 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2892581.250000 Penalty: 3312.937500
	Iteration 17Q: 3 clusters Score -2892581 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2892703.000000 Penalty: 3312.937500
	Iteration 18Q: 3 clusters Score -2892703 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2892835.750000 Penalty: 3312.937500
	Iteration 19Q: 3 clusters Score -2892836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2892940.750000 Penalty: 3312.937500
	Iteration 20F: 3 clusters Score -2892941 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2893030.750000 Penalty: 3312.937500
	Iteration 21Q: 3 clusters Score -2893031 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2893096.000000 Penalty: 3312.937500
	Iteration 22Q: 3 clusters Score -2893096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2893171.750000 Penalty: 3312.937500
	Iteration 23Q: 3 clusters Score -2893172 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2893232.750000 Penalty: 3312.937500
	Iteration 24Q: 3 clusters Score -2893233 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2893276.000000 Penalty: 3312.937500
	Iteration 25Q: 3 clusters Score -2893276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2893327.750000 Penalty: 3312.937500
	Iteration 26Q: 3 clusters Score -2893328 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2893375.500000 Penalty: 3312.937500
	Iteration 27Q: 3 clusters Score -2893376 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2893403.250000 Penalty: 3312.937500
	Iteration 28Q: 3 clusters Score -2893403 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2893437.750000 Penalty: 3312.937500
	Iteration 29Q: 3 clusters Score -2893438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2893459.500000 Penalty: 3312.937500
	Iteration 30Q: 3 clusters Score -2893460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2893481.250000 Penalty: 3312.937500
	Iteration 31Q: 3 clusters Score -2893481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2893483.500000 Penalty: 3312.937500
	Iteration 32Q: 3 clusters Score -2893484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2893485.000000 Penalty: 3312.937500
	Iteration 33Q: 3 clusters Score -2893485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2893493.250000 Penalty: 3312.937500
	Iteration 34Q: 3 clusters Score -2893493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2893495.500000 Penalty: 3312.937500
	Iteration 35Q: 3 clusters Score -2893496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2893500.500000 Penalty: 3312.937500
	Iteration 36Q: 3 clusters Score -2893500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2893502.500000 Penalty: 3312.937500
	Iteration 37Q: 3 clusters Score -2893502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2893508.250000 Penalty: 3312.937500
	Iteration 38Q: 3 clusters Score -2893508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2893505.000000 Penalty: 3312.937500
	Iteration 39Q: 3 clusters Score -2893505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2893499.250000 Penalty: 3312.937500
	Iteration 40F: 3 clusters Score -2893499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2893500.500000 Penalty: 3312.937500
	Iteration 41Q: 3 clusters Score -2893500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2893497.750000 Penalty: 3312.937500
	Iteration 42Q: 3 clusters Score -2893498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2893496.750000 Penalty: 3312.937500
	Iteration 43Q: 3 clusters Score -2893497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2893500.750000 Penalty: 3312.937500
	Iteration 44Q: 3 clusters Score -2893501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2893503.750000 Penalty: 3312.937500
	Iteration 45Q: 3 clusters Score -2893504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2893503.000000 Penalty: 3312.937500
	Iteration 46Q: 3 clusters Score -2893503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2893502.750000 Penalty: 3312.937500
	Iteration 47Q: 3 clusters Score -2893503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2893506.000000 Penalty: 3312.937500
	Iteration 48Q: 3 clusters Score -2893506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2893502.500000 Penalty: 3312.937500
	Iteration 49Q: 3 clusters Score -2893502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2893506.500000 Penalty: 3312.937500
	Iteration 50Q: 3 clusters Score -2893506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 3312.937500
	Iteration 51Q: 3 clusters Score -2893505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 3312.937500
	Iteration 52F: 3 clusters Score -2893505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10765 members 
Mstep: Class 6 contains 270171 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12699 members 
Mstep: Class 10 contains 11806 members 
Mstep: Class 11 contains 56822 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 13855 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 154031 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 154568 members 
Entering Unmasked Estep 
Score: -84480336.000000 Penalty: 44211.253906
Splitting cluster 3 changes total score from -84480456.000000 to -84480336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -602101.375000 Penalty: 1411.242676
	Iteration 0F: 2 clusters Score -602101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -597631.687500 Penalty: 2822.485352
	Iteration 0F: 3 clusters Score -597631.7 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -599332.375000 Penalty: 2822.485352
	Iteration 1F: 3 clusters Score -599332.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -600150.812500 Penalty: 2822.485352
	Iteration 2F: 3 clusters Score -600150.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -600845.687500 Penalty: 2822.485352
	Iteration 3F: 3 clusters Score -600845.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -601307.812500 Penalty: 2822.485352
	Iteration 4F: 3 clusters Score -601307.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -601557.125000 Penalty: 2822.485352
	Iteration 5F: 3 clusters Score -601557.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -601678.625000 Penalty: 2822.485352
	Iteration 6Q: 3 clusters Score -601678.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -601754.062500 Penalty: 2822.485352
	Iteration 7Q: 3 clusters Score -601754.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -601803.250000 Penalty: 2822.485352
	Iteration 8Q: 3 clusters Score -601803.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -601831.812500 Penalty: 2822.485352
	Iteration 9Q: 3 clusters Score -601831.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -601847.562500 Penalty: 2822.485352
	Iteration 10Q: 3 clusters Score -601847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -601858.937500 Penalty: 2822.485352
	Iteration 11Q: 3 clusters Score -601858.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -601872.937500 Penalty: 2822.485352
	Iteration 12Q: 3 clusters Score -601872.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -601880.562500 Penalty: 2822.485352
	Iteration 13Q: 3 clusters Score -601880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -601886.000000 Penalty: 2822.485352
	Iteration 14Q: 3 clusters Score -601886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -601888.937500 Penalty: 2822.485352
	Iteration 15Q: 3 clusters Score -601888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -601890.000000 Penalty: 2822.485352
	Iteration 16Q: 3 clusters Score -601890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -601889.625000 Penalty: 2822.485352
	Iteration 17Q: 3 clusters Score -601889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -601889.187500 Penalty: 2822.485352
	Iteration 18Q: 3 clusters Score -601889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -601889.812500 Penalty: 2822.485352
	Iteration 19Q: 3 clusters Score -601889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -601890.500000 Penalty: 2822.485352
	Iteration 20F: 3 clusters Score -601890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -601890.875000 Penalty: 2822.485352
	Iteration 21Q: 3 clusters Score -601890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -601892.187500 Penalty: 2822.485352
	Iteration 22Q: 3 clusters Score -601892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -601892.312500 Penalty: 2822.485352
	Iteration 23Q: 3 clusters Score -601892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -601892.937500 Penalty: 2822.485352
	Iteration 24Q: 3 clusters Score -601892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -601893.875000 Penalty: 2822.485352
	Iteration 25Q: 3 clusters Score -601893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -601894.250000 Penalty: 2822.485352
	Iteration 26Q: 3 clusters Score -601894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -601893.937500 Penalty: 2822.485352
	Iteration 27Q: 3 clusters Score -601893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -601893.937500 Penalty: 2822.485352
	Iteration 28F: 3 clusters Score -601893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Entering Unmasked Estep 
Score: -1124093.000000 Penalty: 1508.659058
	Iteration 0F: 2 clusters Score -1124093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1116471.750000 Penalty: 3017.318115
	Iteration 0F: 3 clusters Score -1116472 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1118862.750000 Penalty: 3017.318115
	Iteration 1F: 3 clusters Score -1118863 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1119116.000000 Penalty: 3017.318115
	Iteration 2F: 3 clusters Score -1119116 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1119381.500000 Penalty: 3017.318115
	Iteration 3F: 3 clusters Score -1119382 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1119644.750000 Penalty: 3017.318115
	Iteration 4F: 3 clusters Score -1119645 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1119909.500000 Penalty: 3017.318115
	Iteration 5Q: 3 clusters Score -1119910 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1120222.875000 Penalty: 3017.318115
	Iteration 6Q: 3 clusters Score -1120223 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1120594.625000 Penalty: 3017.318115
	Iteration 7F: 3 clusters Score -1120595 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1120985.375000 Penalty: 3017.318115
	Iteration 8Q: 3 clusters Score -1120985 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1121410.625000 Penalty: 3017.318115
	Iteration 9F: 3 clusters Score -1121411 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1121787.375000 Penalty: 3017.318115
	Iteration 10Q: 3 clusters Score -1121787 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1122131.125000 Penalty: 3017.318115
	Iteration 11Q: 3 clusters Score -1122131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1122385.000000 Penalty: 3017.318115
	Iteration 12Q: 3 clusters Score -1122385 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1122537.250000 Penalty: 3017.318115
	Iteration 13Q: 3 clusters Score -1122537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1122629.625000 Penalty: 3017.318115
	Iteration 14Q: 3 clusters Score -1122630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1122687.875000 Penalty: 3017.318115
	Iteration 15Q: 3 clusters Score -1122688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1122728.625000 Penalty: 3017.318115
	Iteration 16Q: 3 clusters Score -1122729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1122754.625000 Penalty: 3017.318115
	Iteration 17Q: 3 clusters Score -1122755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1122775.000000 Penalty: 3017.318115
	Iteration 18Q: 3 clusters Score -1122775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1122789.250000 Penalty: 3017.318115
	Iteration 19Q: 3 clusters Score -1122789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1122801.000000 Penalty: 3017.318115
	Iteration 20F: 3 clusters Score -1122801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1122810.375000 Penalty: 3017.318115
	Iteration 21Q: 3 clusters Score -1122810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1122822.250000 Penalty: 3017.318115
	Iteration 22Q: 3 clusters Score -1122822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1122833.125000 Penalty: 3017.318115
	Iteration 23Q: 3 clusters Score -1122833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1122837.625000 Penalty: 3017.318115
	Iteration 24Q: 3 clusters Score -1122838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1122840.875000 Penalty: 3017.318115
	Iteration 25Q: 3 clusters Score -1122841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1122846.250000 Penalty: 3017.318115
	Iteration 26Q: 3 clusters Score -1122846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1122846.625000 Penalty: 3017.318115
	Iteration 27Q: 3 clusters Score -1122847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1122845.375000 Penalty: 3017.318115
	Iteration 28Q: 3 clusters Score -1122845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1122849.625000 Penalty: 3017.318115
	Iteration 29Q: 3 clusters Score -1122850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1122848.625000 Penalty: 3017.318115
	Iteration 30Q: 3 clusters Score -1122849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1122852.625000 Penalty: 3017.318115
	Iteration 31Q: 3 clusters Score -1122853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1122854.500000 Penalty: 3017.318115
	Iteration 32Q: 3 clusters Score -1122854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1122852.125000 Penalty: 3017.318115
	Iteration 33Q: 3 clusters Score -1122852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1122852.125000 Penalty: 3017.318115
	Iteration 34F: 3 clusters Score -1122852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (270171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270171 members 
Entering Unmasked Estep 
Score: -28685706.000000 Penalty: 2032.356689
	Iteration 0F: 2 clusters Score -2.868571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135276 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -28511752.000000 Penalty: 4064.713379
	Iteration 0F: 3 clusters Score -2.851175e+07 nChanged 131514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 129817 members 
Entering Unmasked Estep 
Score: -28591212.000000 Penalty: 4064.713379
	Iteration 1F: 3 clusters Score -2.859121e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 126738 members 
Entering Unmasked Estep 
Score: -28594204.000000 Penalty: 4064.713379
	Iteration 2Q: 3 clusters Score -2.85942e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 122231 members 
Entering Unmasked Estep 
Score: -28598712.000000 Penalty: 4064.713379
	Iteration 3Q: 3 clusters Score -2.859871e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -28605508.000000 Penalty: 4064.713379
	Iteration 4F: 3 clusters Score -2.860551e+07 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 107928 members 
Entering Unmasked Estep 
Score: -28615488.000000 Penalty: 4064.713379
	Iteration 5F: 3 clusters Score -2.861549e+07 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -28629420.000000 Penalty: 4064.713379
	Iteration 6F: 3 clusters Score -2.862942e+07 nChanged 20011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -28645302.000000 Penalty: 4064.713379
	Iteration 7F: 3 clusters Score -2.86453e+07 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182840 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -28655732.000000 Penalty: 4064.713379
	Iteration 8F: 3 clusters Score -2.865573e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184536 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -28660156.000000 Penalty: 4064.713379
	Iteration 9Q: 3 clusters Score -2.866016e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185520 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -28662328.000000 Penalty: 4064.713379
	Iteration 10Q: 3 clusters Score -2.866233e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186255 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -28663894.000000 Penalty: 4064.713379
	Iteration 11Q: 3 clusters Score -2.866389e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186909 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -28665434.000000 Penalty: 4064.713379
	Iteration 12Q: 3 clusters Score -2.866543e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187508 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -28666824.000000 Penalty: 4064.713379
	Iteration 13Q: 3 clusters Score -2.866682e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187970 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -28668028.000000 Penalty: 4064.713379
	Iteration 14Q: 3 clusters Score -2.866803e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -28669040.000000 Penalty: 4064.713379
	Iteration 15Q: 3 clusters Score -2.866904e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188533 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -28670022.000000 Penalty: 4064.713379
	Iteration 16Q: 3 clusters Score -2.867002e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188704 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -28670876.000000 Penalty: 4064.713379
	Iteration 17Q: 3 clusters Score -2.867088e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -28671422.000000 Penalty: 4064.713379
	Iteration 18Q: 3 clusters Score -2.867142e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188755 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -28671906.000000 Penalty: 4064.713379
	Iteration 19Q: 3 clusters Score -2.867191e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188750 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -28672278.000000 Penalty: 4064.713379
	Iteration 20F: 3 clusters Score -2.867228e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -28672684.000000 Penalty: 4064.713379
	Iteration 21Q: 3 clusters Score -2.867268e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188564 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -28672924.000000 Penalty: 4064.713379
	Iteration 22Q: 3 clusters Score -2.867292e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188502 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -28673064.000000 Penalty: 4064.713379
	Iteration 23Q: 3 clusters Score -2.867306e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188381 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -28673320.000000 Penalty: 4064.713379
	Iteration 24Q: 3 clusters Score -2.867332e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188274 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -28673500.000000 Penalty: 4064.713379
	Iteration 25Q: 3 clusters Score -2.86735e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188200 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -28673602.000000 Penalty: 4064.713379
	Iteration 26Q: 3 clusters Score -2.86736e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -28673684.000000 Penalty: 4064.713379
	Iteration 27Q: 3 clusters Score -2.867368e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188090 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -28673688.000000 Penalty: 4064.713379
	Iteration 28Q: 3 clusters Score -2.867369e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188036 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -28673768.000000 Penalty: 4064.713379
	Iteration 29Q: 3 clusters Score -2.867377e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187990 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -28673774.000000 Penalty: 4064.713379
	Iteration 30Q: 3 clusters Score -2.867377e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -28673846.000000 Penalty: 4064.713379
	Iteration 31Q: 3 clusters Score -2.867385e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -28673874.000000 Penalty: 4064.713379
	Iteration 32Q: 3 clusters Score -2.867387e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -28673876.000000 Penalty: 4064.713379
	Iteration 33Q: 3 clusters Score -2.867388e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187804 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -28673980.000000 Penalty: 4064.713379
	Iteration 34Q: 3 clusters Score -2.867398e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187769 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -28673944.000000 Penalty: 4064.713379
	Iteration 35Q: 3 clusters Score -2.867394e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187763 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -28673996.000000 Penalty: 4064.713379
	Iteration 36Q: 3 clusters Score -2.8674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187752 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -28674004.000000 Penalty: 4064.713379
	Iteration 37Q: 3 clusters Score -2.8674e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -28674032.000000 Penalty: 4064.713379
	Iteration 38Q: 3 clusters Score -2.867403e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -28674028.000000 Penalty: 4064.713379
	Iteration 39Q: 3 clusters Score -2.867403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187716 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -28674068.000000 Penalty: 4064.713379
	Iteration 40F: 3 clusters Score -2.867407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -28674086.000000 Penalty: 4064.713379
	Iteration 41Q: 3 clusters Score -2.867409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187699 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -28674092.000000 Penalty: 4064.713379
	Iteration 42Q: 3 clusters Score -2.867409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187707 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -28674062.000000 Penalty: 4064.713379
	Iteration 43Q: 3 clusters Score -2.867406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187731 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -28674094.000000 Penalty: 4064.713379
	Iteration 44Q: 3 clusters Score -2.867409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -28674096.000000 Penalty: 4064.713379
	Iteration 45Q: 3 clusters Score -2.86741e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187805 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -28674110.000000 Penalty: 4064.713379
	Iteration 46Q: 3 clusters Score -2.867411e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187838 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -28674094.000000 Penalty: 4064.713379
	Iteration 47Q: 3 clusters Score -2.867409e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187876 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -28674118.000000 Penalty: 4064.713379
	Iteration 48Q: 3 clusters Score -2.867412e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -28674128.000000 Penalty: 4064.713379
	Iteration 49Q: 3 clusters Score -2.867413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -28674118.000000 Penalty: 4064.713379
	Iteration 50Q: 3 clusters Score -2.867412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187975 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -28674138.000000 Penalty: 4064.713379
	Iteration 51Q: 3 clusters Score -2.867414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -28674142.000000 Penalty: 4064.713379
	Iteration 52Q: 3 clusters Score -2.867414e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188049 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -28674128.000000 Penalty: 4064.713379
	Iteration 53Q: 3 clusters Score -2.867413e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188083 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -28674142.000000 Penalty: 4064.713379
	Iteration 54Q: 3 clusters Score -2.867414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -28674106.000000 Penalty: 4064.713379
	Iteration 55Q: 3 clusters Score -2.867411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188135 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -28674110.000000 Penalty: 4064.713379
	Iteration 56Q: 3 clusters Score -2.867411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188158 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -28674106.000000 Penalty: 4064.713379
	Iteration 57Q: 3 clusters Score -2.867411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188175 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -28674134.000000 Penalty: 4064.713379
	Iteration 58Q: 3 clusters Score -2.867413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188187 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -28674144.000000 Penalty: 4064.713379
	Iteration 59Q: 3 clusters Score -2.867414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188204 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -28674126.000000 Penalty: 4064.713379
	Iteration 60F: 3 clusters Score -2.867413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -28674130.000000 Penalty: 4064.713379
	Iteration 61Q: 3 clusters Score -2.867413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188229 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -28674120.000000 Penalty: 4064.713379
	Iteration 62Q: 3 clusters Score -2.867412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188235 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -28674110.000000 Penalty: 4064.713379
	Iteration 63Q: 3 clusters Score -2.867411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188238 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -28674104.000000 Penalty: 4064.713379
	Iteration 64Q: 3 clusters Score -2.86741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188238 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -28674106.000000 Penalty: 4064.713379
	Iteration 65Q: 3 clusters Score -2.867411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -28674106.000000 Penalty: 4064.713379
	Iteration 66Q: 3 clusters Score -2.867411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -28674106.000000 Penalty: 4064.713379
	Iteration 67F: 3 clusters Score -2.867411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1653372.625000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -1653373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1642594.250000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -1642594 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1646554.500000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -1646554 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1647261.625000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -1647262 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1648074.125000 Penalty: 3137.404053
	Iteration 3F: 3 clusters Score -1648074 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1648909.125000 Penalty: 3137.404053
	Iteration 4F: 3 clusters Score -1648909 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1649744.125000 Penalty: 3137.404053
	Iteration 5F: 3 clusters Score -1649744 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1650466.250000 Penalty: 3137.404053
	Iteration 6F: 3 clusters Score -1650466 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1651083.875000 Penalty: 3137.404053
	Iteration 7F: 3 clusters Score -1651084 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1651469.125000 Penalty: 3137.404053
	Iteration 8Q: 3 clusters Score -1651469 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1651675.500000 Penalty: 3137.404053
	Iteration 9Q: 3 clusters Score -1651676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1651799.375000 Penalty: 3137.404053
	Iteration 10Q: 3 clusters Score -1651799 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1651910.875000 Penalty: 3137.404053
	Iteration 11Q: 3 clusters Score -1651911 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1651994.750000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -1651995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1652071.250000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -1652071 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1652134.500000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -1652134 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1652176.250000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -1652176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1652210.125000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -1652210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1652231.250000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -1652231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1652250.250000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -1652250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1652266.625000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -1652267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1652283.125000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -1652283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1652298.000000 Penalty: 3137.404053
	Iteration 21Q: 3 clusters Score -1652298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1652305.750000 Penalty: 3137.404053
	Iteration 22Q: 3 clusters Score -1652306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1652322.000000 Penalty: 3137.404053
	Iteration 23Q: 3 clusters Score -1652322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1652331.500000 Penalty: 3137.404053
	Iteration 24Q: 3 clusters Score -1652332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1652336.750000 Penalty: 3137.404053
	Iteration 25Q: 3 clusters Score -1652337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1652344.375000 Penalty: 3137.404053
	Iteration 26Q: 3 clusters Score -1652344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1652349.750000 Penalty: 3137.404053
	Iteration 27Q: 3 clusters Score -1652350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1652356.875000 Penalty: 3137.404053
	Iteration 28Q: 3 clusters Score -1652357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1652364.125000 Penalty: 3137.404053
	Iteration 29Q: 3 clusters Score -1652364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1652370.875000 Penalty: 3137.404053
	Iteration 30Q: 3 clusters Score -1652371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1652370.625000 Penalty: 3137.404053
	Iteration 31Q: 3 clusters Score -1652371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1652373.875000 Penalty: 3137.404053
	Iteration 32Q: 3 clusters Score -1652374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1652378.875000 Penalty: 3137.404053
	Iteration 33Q: 3 clusters Score -1652379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1652385.125000 Penalty: 3137.404053
	Iteration 34Q: 3 clusters Score -1652385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1652391.875000 Penalty: 3137.404053
	Iteration 35Q: 3 clusters Score -1652392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1652391.375000 Penalty: 3137.404053
	Iteration 36Q: 3 clusters Score -1652391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1652396.375000 Penalty: 3137.404053
	Iteration 37Q: 3 clusters Score -1652396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1652404.750000 Penalty: 3137.404053
	Iteration 38Q: 3 clusters Score -1652405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1652411.125000 Penalty: 3137.404053
	Iteration 39Q: 3 clusters Score -1652411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1652419.875000 Penalty: 3137.404053
	Iteration 40F: 3 clusters Score -1652420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1652428.000000 Penalty: 3137.404053
	Iteration 41Q: 3 clusters Score -1652428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1652430.375000 Penalty: 3137.404053
	Iteration 42Q: 3 clusters Score -1652430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1652437.125000 Penalty: 3137.404053
	Iteration 43Q: 3 clusters Score -1652437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1652443.125000 Penalty: 3137.404053
	Iteration 44Q: 3 clusters Score -1652443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1652441.875000 Penalty: 3137.404053
	Iteration 45Q: 3 clusters Score -1652442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1652442.000000 Penalty: 3137.404053
	Iteration 46Q: 3 clusters Score -1652442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1652443.750000 Penalty: 3137.404053
	Iteration 47Q: 3 clusters Score -1652444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1652445.000000 Penalty: 3137.404053
	Iteration 48Q: 3 clusters Score -1652445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1652449.000000 Penalty: 3137.404053
	Iteration 49Q: 3 clusters Score -1652449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1652451.250000 Penalty: 3137.404053
	Iteration 50Q: 3 clusters Score -1652451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1652453.375000 Penalty: 3137.404053
	Iteration 51Q: 3 clusters Score -1652453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1652452.250000 Penalty: 3137.404053
	Iteration 52Q: 3 clusters Score -1652452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1652455.125000 Penalty: 3137.404053
	Iteration 53Q: 3 clusters Score -1652455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1652453.000000 Penalty: 3137.404053
	Iteration 54Q: 3 clusters Score -1652453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1652453.375000 Penalty: 3137.404053
	Iteration 55Q: 3 clusters Score -1652453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1652451.750000 Penalty: 3137.404053
	Iteration 56Q: 3 clusters Score -1652452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1652451.500000 Penalty: 3137.404053
	Iteration 57Q: 3 clusters Score -1652452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1652451.500000 Penalty: 3137.404053
	Iteration 58F: 3 clusters Score -1652452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -12040.910156 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -12040.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11476.186523 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -11476.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -11610.359375 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -11610.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -11639.999023 Penalty: 1626.282593
	Iteration 2Q: 3 clusters Score -11640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -11677.052734 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -11677.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -11710.171875 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -11710.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -11715.404297 Penalty: 1626.282593
	Iteration 5Q: 3 clusters Score -11715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -11715.404297 Penalty: 1626.282593
	Iteration 6F: 3 clusters Score -11715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Entering Unmasked Estep 
Score: -1334492.875000 Penalty: 1535.507812
	Iteration 0F: 2 clusters Score -1334493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1325560.125000 Penalty: 3071.015625
	Iteration 0F: 3 clusters Score -1325560 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1328849.625000 Penalty: 3071.015625
	Iteration 1F: 3 clusters Score -1328850 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1329292.750000 Penalty: 3071.015625
	Iteration 2F: 3 clusters Score -1329293 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1329716.000000 Penalty: 3071.015625
	Iteration 3F: 3 clusters Score -1329716 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1330134.000000 Penalty: 3071.015625
	Iteration 4F: 3 clusters Score -1330134 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1330539.625000 Penalty: 3071.015625
	Iteration 5F: 3 clusters Score -1330540 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1330920.875000 Penalty: 3071.015625
	Iteration 6F: 3 clusters Score -1330921 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1331294.875000 Penalty: 3071.015625
	Iteration 7F: 3 clusters Score -1331295 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1331625.125000 Penalty: 3071.015625
	Iteration 8Q: 3 clusters Score -1331625 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1331919.625000 Penalty: 3071.015625
	Iteration 9Q: 3 clusters Score -1331920 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1332155.125000 Penalty: 3071.015625
	Iteration 10Q: 3 clusters Score -1332155 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1332329.750000 Penalty: 3071.015625
	Iteration 11Q: 3 clusters Score -1332330 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1332465.250000 Penalty: 3071.015625
	Iteration 12Q: 3 clusters Score -1332465 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1332584.875000 Penalty: 3071.015625
	Iteration 13Q: 3 clusters Score -1332585 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1332715.000000 Penalty: 3071.015625
	Iteration 14Q: 3 clusters Score -1332715 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1332843.250000 Penalty: 3071.015625
	Iteration 15Q: 3 clusters Score -1332843 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1332991.250000 Penalty: 3071.015625
	Iteration 16Q: 3 clusters Score -1332991 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1333190.625000 Penalty: 3071.015625
	Iteration 17Q: 3 clusters Score -1333191 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1333359.000000 Penalty: 3071.015625
	Iteration 18Q: 3 clusters Score -1333359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1333488.125000 Penalty: 3071.015625
	Iteration 19Q: 3 clusters Score -1333488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1333567.375000 Penalty: 3071.015625
	Iteration 20F: 3 clusters Score -1333567 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1333615.500000 Penalty: 3071.015625
	Iteration 21Q: 3 clusters Score -1333616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1333655.000000 Penalty: 3071.015625
	Iteration 22Q: 3 clusters Score -1333655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1333678.875000 Penalty: 3071.015625
	Iteration 23Q: 3 clusters Score -1333679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1333700.875000 Penalty: 3071.015625
	Iteration 24Q: 3 clusters Score -1333701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1333717.625000 Penalty: 3071.015625
	Iteration 25Q: 3 clusters Score -1333718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1333728.875000 Penalty: 3071.015625
	Iteration 26Q: 3 clusters Score -1333729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1333735.500000 Penalty: 3071.015625
	Iteration 27Q: 3 clusters Score -1333736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1333742.625000 Penalty: 3071.015625
	Iteration 28Q: 3 clusters Score -1333743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1333746.750000 Penalty: 3071.015625
	Iteration 29Q: 3 clusters Score -1333747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1333756.000000 Penalty: 3071.015625
	Iteration 30Q: 3 clusters Score -1333756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1333761.875000 Penalty: 3071.015625
	Iteration 31Q: 3 clusters Score -1333762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1333768.500000 Penalty: 3071.015625
	Iteration 32Q: 3 clusters Score -1333768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1333773.125000 Penalty: 3071.015625
	Iteration 33Q: 3 clusters Score -1333773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1333777.250000 Penalty: 3071.015625
	Iteration 34Q: 3 clusters Score -1333777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1333776.750000 Penalty: 3071.015625
	Iteration 35Q: 3 clusters Score -1333777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1333783.625000 Penalty: 3071.015625
	Iteration 36Q: 3 clusters Score -1333784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1333789.625000 Penalty: 3071.015625
	Iteration 37Q: 3 clusters Score -1333790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1333790.500000 Penalty: 3071.015625
	Iteration 38Q: 3 clusters Score -1333790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1333794.000000 Penalty: 3071.015625
	Iteration 39Q: 3 clusters Score -1333794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1333798.250000 Penalty: 3071.015625
	Iteration 40F: 3 clusters Score -1333798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1333799.875000 Penalty: 3071.015625
	Iteration 41Q: 3 clusters Score -1333800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1333802.000000 Penalty: 3071.015625
	Iteration 42Q: 3 clusters Score -1333802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1333800.125000 Penalty: 3071.015625
	Iteration 43Q: 3 clusters Score -1333800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1333802.000000 Penalty: 3071.015625
	Iteration 44Q: 3 clusters Score -1333802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1333802.250000 Penalty: 3071.015625
	Iteration 45Q: 3 clusters Score -1333802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1333803.500000 Penalty: 3071.015625
	Iteration 46Q: 3 clusters Score -1333804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1333803.000000 Penalty: 3071.015625
	Iteration 47Q: 3 clusters Score -1333803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1333801.875000 Penalty: 3071.015625
	Iteration 48Q: 3 clusters Score -1333802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1333803.125000 Penalty: 3071.015625
	Iteration 49Q: 3 clusters Score -1333803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1333803.125000 Penalty: 3071.015625
	Iteration 50F: 3 clusters Score -1333803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Entering Unmasked Estep 
Score: -5937419.500000 Penalty: 1778.997803
	Iteration 0F: 2 clusters Score -5937420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -5899540.000000 Penalty: 3557.995605
	Iteration 0F: 3 clusters Score -5899540 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -5914474.500000 Penalty: 3557.995605
	Iteration 1F: 3 clusters Score -5914474 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5914957.500000 Penalty: 3557.995605
	Iteration 2Q: 3 clusters Score -5914958 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5915407.000000 Penalty: 3557.995605
	Iteration 3Q: 3 clusters Score -5915407 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5915992.000000 Penalty: 3557.995605
	Iteration 4Q: 3 clusters Score -5915992 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5916809.500000 Penalty: 3557.995605
	Iteration 5Q: 3 clusters Score -5916810 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -5917883.000000 Penalty: 3557.995605
	Iteration 6Q: 3 clusters Score -5917883 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5919281.000000 Penalty: 3557.995605
	Iteration 7Q: 3 clusters Score -5919281 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -5920926.500000 Penalty: 3557.995605
	Iteration 8F: 3 clusters Score -5920926 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5922570.000000 Penalty: 3557.995605
	Iteration 9F: 3 clusters Score -5922570 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5924163.500000 Penalty: 3557.995605
	Iteration 10F: 3 clusters Score -5924164 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5925567.500000 Penalty: 3557.995605
	Iteration 11Q: 3 clusters Score -5925568 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5926954.000000 Penalty: 3557.995605
	Iteration 12Q: 3 clusters Score -5926954 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5928178.000000 Penalty: 3557.995605
	Iteration 13Q: 3 clusters Score -5928178 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5929438.000000 Penalty: 3557.995605
	Iteration 14Q: 3 clusters Score -5929438 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5930599.500000 Penalty: 3557.995605
	Iteration 15Q: 3 clusters Score -5930600 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5931691.500000 Penalty: 3557.995605
	Iteration 16Q: 3 clusters Score -5931692 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5932584.500000 Penalty: 3557.995605
	Iteration 17Q: 3 clusters Score -5932584 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -5933345.500000 Penalty: 3557.995605
	Iteration 18Q: 3 clusters Score -5933346 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -5934238.000000 Penalty: 3557.995605
	Iteration 19Q: 3 clusters Score -5934238 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5934807.000000 Penalty: 3557.995605
	Iteration 20F: 3 clusters Score -5934807 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5935181.000000 Penalty: 3557.995605
	Iteration 21Q: 3 clusters Score -5935181 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5935416.500000 Penalty: 3557.995605
	Iteration 22Q: 3 clusters Score -5935416 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5935598.500000 Penalty: 3557.995605
	Iteration 23Q: 3 clusters Score -5935598 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5935751.500000 Penalty: 3557.995605
	Iteration 24Q: 3 clusters Score -5935752 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5935885.000000 Penalty: 3557.995605
	Iteration 25Q: 3 clusters Score -5935885 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5935971.500000 Penalty: 3557.995605
	Iteration 26Q: 3 clusters Score -5935972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5936050.000000 Penalty: 3557.995605
	Iteration 27Q: 3 clusters Score -5936050 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5936106.500000 Penalty: 3557.995605
	Iteration 28Q: 3 clusters Score -5936106 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5936163.000000 Penalty: 3557.995605
	Iteration 29Q: 3 clusters Score -5936163 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5936177.500000 Penalty: 3557.995605
	Iteration 30Q: 3 clusters Score -5936178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5936206.000000 Penalty: 3557.995605
	Iteration 31Q: 3 clusters Score -5936206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5936212.000000 Penalty: 3557.995605
	Iteration 32Q: 3 clusters Score -5936212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5936238.000000 Penalty: 3557.995605
	Iteration 33Q: 3 clusters Score -5936238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -5936258.500000 Penalty: 3557.995605
	Iteration 34Q: 3 clusters Score -5936258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5936271.500000 Penalty: 3557.995605
	Iteration 35Q: 3 clusters Score -5936272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5936278.500000 Penalty: 3557.995605
	Iteration 36Q: 3 clusters Score -5936278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5936280.000000 Penalty: 3557.995605
	Iteration 37Q: 3 clusters Score -5936280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5936285.500000 Penalty: 3557.995605
	Iteration 38Q: 3 clusters Score -5936286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5936300.000000 Penalty: 3557.995605
	Iteration 39Q: 3 clusters Score -5936300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5936303.500000 Penalty: 3557.995605
	Iteration 40F: 3 clusters Score -5936304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5936312.000000 Penalty: 3557.995605
	Iteration 41Q: 3 clusters Score -5936312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5936311.000000 Penalty: 3557.995605
	Iteration 42Q: 3 clusters Score -5936311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5936307.000000 Penalty: 3557.995605
	Iteration 43Q: 3 clusters Score -5936307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5936307.500000 Penalty: 3557.995605
	Iteration 44Q: 3 clusters Score -5936308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5936308.500000 Penalty: 3557.995605
	Iteration 45Q: 3 clusters Score -5936308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5936322.000000 Penalty: 3557.995605
	Iteration 46Q: 3 clusters Score -5936322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5936319.000000 Penalty: 3557.995605
	Iteration 47Q: 3 clusters Score -5936319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5936329.500000 Penalty: 3557.995605
	Iteration 48Q: 3 clusters Score -5936330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5936334.500000 Penalty: 3557.995605
	Iteration 49Q: 3 clusters Score -5936334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5936338.500000 Penalty: 3557.995605
	Iteration 50Q: 3 clusters Score -5936338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5936338.500000 Penalty: 3557.995605
	Iteration 51Q: 3 clusters Score -5936338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5936336.500000 Penalty: 3557.995605
	Iteration 52Q: 3 clusters Score -5936336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5936328.000000 Penalty: 3557.995605
	Iteration 53Q: 3 clusters Score -5936328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5936335.500000 Penalty: 3557.995605
	Iteration 54Q: 3 clusters Score -5936336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5936329.000000 Penalty: 3557.995605
	Iteration 55Q: 3 clusters Score -5936329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5936331.500000 Penalty: 3557.995605
	Iteration 56Q: 3 clusters Score -5936332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5936332.000000 Penalty: 3557.995605
	Iteration 57Q: 3 clusters Score -5936332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5936341.000000 Penalty: 3557.995605
	Iteration 58Q: 3 clusters Score -5936341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5936343.000000 Penalty: 3557.995605
	Iteration 59Q: 3 clusters Score -5936343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5936346.000000 Penalty: 3557.995605
	Iteration 60F: 3 clusters Score -5936346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5936355.000000 Penalty: 3557.995605
	Iteration 61Q: 3 clusters Score -5936355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5936345.000000 Penalty: 3557.995605
	Iteration 62Q: 3 clusters Score -5936345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5936356.000000 Penalty: 3557.995605
	Iteration 63Q: 3 clusters Score -5936356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5936353.000000 Penalty: 3557.995605
	Iteration 64Q: 3 clusters Score -5936353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5936355.000000 Penalty: 3557.995605
	Iteration 65Q: 3 clusters Score -5936355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5936363.500000 Penalty: 3557.995605
	Iteration 66Q: 3 clusters Score -5936364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5936359.000000 Penalty: 3557.995605
	Iteration 67Q: 3 clusters Score -5936359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5936373.500000 Penalty: 3557.995605
	Iteration 68Q: 3 clusters Score -5936374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5936377.500000 Penalty: 3557.995605
	Iteration 69Q: 3 clusters Score -5936378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5936380.500000 Penalty: 3557.995605
	Iteration 70Q: 3 clusters Score -5936380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5936380.500000 Penalty: 3557.995605
	Iteration 71Q: 3 clusters Score -5936380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5936397.000000 Penalty: 3557.995605
	Iteration 72Q: 3 clusters Score -5936397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5936394.000000 Penalty: 3557.995605
	Iteration 73Q: 3 clusters Score -5936394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5936394.000000 Penalty: 3557.995605
	Iteration 74Q: 3 clusters Score -5936394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5936399.500000 Penalty: 3557.995605
	Iteration 75Q: 3 clusters Score -5936400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5936403.500000 Penalty: 3557.995605
	Iteration 76Q: 3 clusters Score -5936404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5936418.500000 Penalty: 3557.995605
	Iteration 77Q: 3 clusters Score -5936418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5936414.000000 Penalty: 3557.995605
	Iteration 78Q: 3 clusters Score -5936414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5936415.500000 Penalty: 3557.995605
	Iteration 79Q: 3 clusters Score -5936416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5936422.500000 Penalty: 3557.995605
	Iteration 80F: 3 clusters Score -5936422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5936416.500000 Penalty: 3557.995605
	Iteration 81Q: 3 clusters Score -5936416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5936422.500000 Penalty: 3557.995605
	Iteration 82Q: 3 clusters Score -5936422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5936427.500000 Penalty: 3557.995605
	Iteration 83Q: 3 clusters Score -5936428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5936429.000000 Penalty: 3557.995605
	Iteration 84Q: 3 clusters Score -5936429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5936426.000000 Penalty: 3557.995605
	Iteration 85Q: 3 clusters Score -5936426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5936422.000000 Penalty: 3557.995605
	Iteration 86Q: 3 clusters Score -5936422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5936421.000000 Penalty: 3557.995605
	Iteration 87Q: 3 clusters Score -5936421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5936419.500000 Penalty: 3557.995605
	Iteration 88Q: 3 clusters Score -5936420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5936421.000000 Penalty: 3557.995605
	Iteration 89Q: 3 clusters Score -5936421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5936421.500000 Penalty: 3557.995605
	Iteration 90Q: 3 clusters Score -5936422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5936420.500000 Penalty: 3557.995605
	Iteration 91Q: 3 clusters Score -5936420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5936415.000000 Penalty: 3557.995605
	Iteration 92Q: 3 clusters Score -5936415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5936418.500000 Penalty: 3557.995605
	Iteration 93Q: 3 clusters Score -5936418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5936418.500000 Penalty: 3557.995605
	Iteration 94F: 3 clusters Score -5936418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -330417.250000 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -330417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -327547.375000 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -327547.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -328343.000000 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -328343 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -328541.500000 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -328541.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -328676.500000 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -328676.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -328801.406250 Penalty: 2635.595947
	Iteration 4F: 3 clusters Score -328801.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -328916.312500 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -328916.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -329027.781250 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -329027.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -329109.343750 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -329109.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -329178.437500 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -329178.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -329221.843750 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -329221.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -329255.687500 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -329255.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -329294.687500 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -329294.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -329318.875000 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -329318.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -329344.187500 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -329344.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -329361.718750 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -329361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -329373.781250 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -329373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -329382.750000 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -329382.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -329390.937500 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -329390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -329399.406250 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -329399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -329410.875000 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -329410.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -329422.937500 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -329422.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -329434.187500 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -329434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -329451.593750 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -329451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -329466.531250 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -329466.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -329476.312500 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -329476.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -329482.125000 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -329482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -329486.156250 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -329486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -329491.406250 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -329491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -329497.875000 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -329497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -329502.437500 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -329502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -329505.906250 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -329505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -329510.843750 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -329510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -329518.718750 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -329518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -329523.687500 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -329523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -329529.718750 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -329529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -329535.250000 Penalty: 2635.595947
	Iteration 35Q: 3 clusters Score -329535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -329542.125000 Penalty: 2635.595947
	Iteration 36Q: 3 clusters Score -329542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -329550.125000 Penalty: 2635.595947
	Iteration 37Q: 3 clusters Score -329550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -329554.937500 Penalty: 2635.595947
	Iteration 38Q: 3 clusters Score -329554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -329559.593750 Penalty: 2635.595947
	Iteration 39Q: 3 clusters Score -329559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -329560.937500 Penalty: 2635.595947
	Iteration 40F: 3 clusters Score -329560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -329562.281250 Penalty: 2635.595947
	Iteration 41Q: 3 clusters Score -329562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -329563.562500 Penalty: 2635.595947
	Iteration 42Q: 3 clusters Score -329563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -329565.718750 Penalty: 2635.595947
	Iteration 43Q: 3 clusters Score -329565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -329566.437500 Penalty: 2635.595947
	Iteration 44Q: 3 clusters Score -329566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -329566.937500 Penalty: 2635.595947
	Iteration 45Q: 3 clusters Score -329566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -329570.531250 Penalty: 2635.595947
	Iteration 46Q: 3 clusters Score -329570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -329575.031250 Penalty: 2635.595947
	Iteration 47Q: 3 clusters Score -329575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -329583.968750 Penalty: 2635.595947
	Iteration 48Q: 3 clusters Score -329584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -329590.843750 Penalty: 2635.595947
	Iteration 49Q: 3 clusters Score -329590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -329598.218750 Penalty: 2635.595947
	Iteration 50Q: 3 clusters Score -329598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -329603.125000 Penalty: 2635.595947
	Iteration 51Q: 3 clusters Score -329603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -329610.562500 Penalty: 2635.595947
	Iteration 52Q: 3 clusters Score -329610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -329622.375000 Penalty: 2635.595947
	Iteration 53Q: 3 clusters Score -329622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -329635.562500 Penalty: 2635.595947
	Iteration 54Q: 3 clusters Score -329635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -329636.968750 Penalty: 2635.595947
	Iteration 55Q: 3 clusters Score -329637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -329638.968750 Penalty: 2635.595947
	Iteration 56Q: 3 clusters Score -329639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -329638.718750 Penalty: 2635.595947
	Iteration 57Q: 3 clusters Score -329638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -329638.718750 Penalty: 2635.595947
	Iteration 58F: 3 clusters Score -329638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Entering Unmasked Estep 
Score: -2284816.500000 Penalty: 1623.677979
	Iteration 0F: 2 clusters Score -2284816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2269993.500000 Penalty: 3247.355957
	Iteration 0F: 3 clusters Score -2269994 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2275432.000000 Penalty: 3247.355957
	Iteration 1F: 3 clusters Score -2275432 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2275857.500000 Penalty: 3247.355957
	Iteration 2F: 3 clusters Score -2275858 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2276326.500000 Penalty: 3247.355957
	Iteration 3F: 3 clusters Score -2276326 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2276961.750000 Penalty: 3247.355957
	Iteration 4F: 3 clusters Score -2276962 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2277732.750000 Penalty: 3247.355957
	Iteration 5F: 3 clusters Score -2277733 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2278684.500000 Penalty: 3247.355957
	Iteration 6F: 3 clusters Score -2278684 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2279712.500000 Penalty: 3247.355957
	Iteration 7F: 3 clusters Score -2279712 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2280651.250000 Penalty: 3247.355957
	Iteration 8F: 3 clusters Score -2280651 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2281331.000000 Penalty: 3247.355957
	Iteration 9Q: 3 clusters Score -2281331 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2281821.250000 Penalty: 3247.355957
	Iteration 10Q: 3 clusters Score -2281821 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2282118.750000 Penalty: 3247.355957
	Iteration 11Q: 3 clusters Score -2282119 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2282355.250000 Penalty: 3247.355957
	Iteration 12Q: 3 clusters Score -2282355 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2282528.250000 Penalty: 3247.355957
	Iteration 13Q: 3 clusters Score -2282528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2282662.000000 Penalty: 3247.355957
	Iteration 14Q: 3 clusters Score -2282662 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2282783.000000 Penalty: 3247.355957
	Iteration 15Q: 3 clusters Score -2282783 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2282886.500000 Penalty: 3247.355957
	Iteration 16Q: 3 clusters Score -2282886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2282979.250000 Penalty: 3247.355957
	Iteration 17Q: 3 clusters Score -2282979 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2283077.000000 Penalty: 3247.355957
	Iteration 18Q: 3 clusters Score -2283077 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2283178.500000 Penalty: 3247.355957
	Iteration 19Q: 3 clusters Score -2283178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2283260.250000 Penalty: 3247.355957
	Iteration 20F: 3 clusters Score -2283260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2283333.750000 Penalty: 3247.355957
	Iteration 21Q: 3 clusters Score -2283334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2283383.000000 Penalty: 3247.355957
	Iteration 22Q: 3 clusters Score -2283383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2283423.750000 Penalty: 3247.355957
	Iteration 23Q: 3 clusters Score -2283424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2283457.750000 Penalty: 3247.355957
	Iteration 24Q: 3 clusters Score -2283458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2283477.000000 Penalty: 3247.355957
	Iteration 25Q: 3 clusters Score -2283477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2283501.500000 Penalty: 3247.355957
	Iteration 26Q: 3 clusters Score -2283502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2283511.000000 Penalty: 3247.355957
	Iteration 27Q: 3 clusters Score -2283511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2283514.500000 Penalty: 3247.355957
	Iteration 28Q: 3 clusters Score -2283514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2283519.250000 Penalty: 3247.355957
	Iteration 29Q: 3 clusters Score -2283519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2283524.000000 Penalty: 3247.355957
	Iteration 30Q: 3 clusters Score -2283524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2283527.500000 Penalty: 3247.355957
	Iteration 31Q: 3 clusters Score -2283528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2283528.500000 Penalty: 3247.355957
	Iteration 32Q: 3 clusters Score -2283528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2283534.750000 Penalty: 3247.355957
	Iteration 33Q: 3 clusters Score -2283535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2283537.250000 Penalty: 3247.355957
	Iteration 34Q: 3 clusters Score -2283537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2283537.750000 Penalty: 3247.355957
	Iteration 35Q: 3 clusters Score -2283538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2283539.000000 Penalty: 3247.355957
	Iteration 36Q: 3 clusters Score -2283539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2283539.000000 Penalty: 3247.355957
	Iteration 37F: 3 clusters Score -2283539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Entering Unmasked Estep 
Score: -1511563.000000 Penalty: 1549.665283
	Iteration 0F: 2 clusters Score -1511563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1501901.500000 Penalty: 3099.330566
	Iteration 0F: 3 clusters Score -1501902 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1505346.000000 Penalty: 3099.330566
	Iteration 1F: 3 clusters Score -1505346 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1505728.375000 Penalty: 3099.330566
	Iteration 2F: 3 clusters Score -1505728 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1506092.750000 Penalty: 3099.330566
	Iteration 3F: 3 clusters Score -1506093 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1506536.125000 Penalty: 3099.330566
	Iteration 4F: 3 clusters Score -1506536 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1507003.375000 Penalty: 3099.330566
	Iteration 5F: 3 clusters Score -1507003 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1507451.750000 Penalty: 3099.330566
	Iteration 6Q: 3 clusters Score -1507452 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1507873.750000 Penalty: 3099.330566
	Iteration 7Q: 3 clusters Score -1507874 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1508260.125000 Penalty: 3099.330566
	Iteration 8Q: 3 clusters Score -1508260 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1508590.625000 Penalty: 3099.330566
	Iteration 9Q: 3 clusters Score -1508591 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1508846.875000 Penalty: 3099.330566
	Iteration 10Q: 3 clusters Score -1508847 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1509020.250000 Penalty: 3099.330566
	Iteration 11Q: 3 clusters Score -1509020 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1509122.625000 Penalty: 3099.330566
	Iteration 12Q: 3 clusters Score -1509123 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1509177.000000 Penalty: 3099.330566
	Iteration 13Q: 3 clusters Score -1509177 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1509223.500000 Penalty: 3099.330566
	Iteration 14Q: 3 clusters Score -1509224 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1509258.500000 Penalty: 3099.330566
	Iteration 15Q: 3 clusters Score -1509258 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1509281.375000 Penalty: 3099.330566
	Iteration 16Q: 3 clusters Score -1509281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1509295.500000 Penalty: 3099.330566
	Iteration 17Q: 3 clusters Score -1509296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1509306.625000 Penalty: 3099.330566
	Iteration 18Q: 3 clusters Score -1509307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1509309.250000 Penalty: 3099.330566
	Iteration 19Q: 3 clusters Score -1509309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1509314.500000 Penalty: 3099.330566
	Iteration 20F: 3 clusters Score -1509314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1509321.500000 Penalty: 3099.330566
	Iteration 21Q: 3 clusters Score -1509322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1509321.500000 Penalty: 3099.330566
	Iteration 22Q: 3 clusters Score -1509322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1509323.125000 Penalty: 3099.330566
	Iteration 23Q: 3 clusters Score -1509323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1509328.500000 Penalty: 3099.330566
	Iteration 24Q: 3 clusters Score -1509328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1509327.250000 Penalty: 3099.330566
	Iteration 25Q: 3 clusters Score -1509327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1509328.750000 Penalty: 3099.330566
	Iteration 26Q: 3 clusters Score -1509329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1509339.000000 Penalty: 3099.330566
	Iteration 27Q: 3 clusters Score -1509339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1509337.375000 Penalty: 3099.330566
	Iteration 28Q: 3 clusters Score -1509337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1509341.875000 Penalty: 3099.330566
	Iteration 29Q: 3 clusters Score -1509342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1509346.625000 Penalty: 3099.330566
	Iteration 30Q: 3 clusters Score -1509347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1509344.250000 Penalty: 3099.330566
	Iteration 31Q: 3 clusters Score -1509344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1509344.500000 Penalty: 3099.330566
	Iteration 32Q: 3 clusters Score -1509344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1509346.250000 Penalty: 3099.330566
	Iteration 33Q: 3 clusters Score -1509346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1509344.125000 Penalty: 3099.330566
	Iteration 34Q: 3 clusters Score -1509344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1509344.500000 Penalty: 3099.330566
	Iteration 35Q: 3 clusters Score -1509344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1509343.875000 Penalty: 3099.330566
	Iteration 36Q: 3 clusters Score -1509344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1509343.125000 Penalty: 3099.330566
	Iteration 37Q: 3 clusters Score -1509343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1509341.375000 Penalty: 3099.330566
	Iteration 38Q: 3 clusters Score -1509341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1509342.000000 Penalty: 3099.330566
	Iteration 39Q: 3 clusters Score -1509342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1509340.000000 Penalty: 3099.330566
	Iteration 40F: 3 clusters Score -1509340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1509340.250000 Penalty: 3099.330566
	Iteration 41Q: 3 clusters Score -1509340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1509342.000000 Penalty: 3099.330566
	Iteration 42Q: 3 clusters Score -1509342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1509341.125000 Penalty: 3099.330566
	Iteration 43Q: 3 clusters Score -1509341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1509341.500000 Penalty: 3099.330566
	Iteration 44Q: 3 clusters Score -1509342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1509341.750000 Penalty: 3099.330566
	Iteration 45Q: 3 clusters Score -1509342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1509343.375000 Penalty: 3099.330566
	Iteration 46Q: 3 clusters Score -1509343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1509343.375000 Penalty: 3099.330566
	Iteration 47F: 3 clusters Score -1509343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13119.818359 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13119.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12572.939453 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -12572.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12722.040039 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -12722.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12826.099609 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -12826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12879.531250 Penalty: 1663.348022
	Iteration 3F: 3 clusters Score -12879.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12894.380859 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -12894.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12894.380859 Penalty: 1663.348022
	Iteration 5F: 3 clusters Score -12894.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -349862.000000 Penalty: 1330.616943
	Iteration 0F: 2 clusters Score -349862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -346779.125000 Penalty: 2661.233887
	Iteration 0F: 3 clusters Score -346779.1 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -347529.750000 Penalty: 2661.233887
	Iteration 1F: 3 clusters Score -347529.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -347698.500000 Penalty: 2661.233887
	Iteration 2F: 3 clusters Score -347698.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -347830.281250 Penalty: 2661.233887
	Iteration 3F: 3 clusters Score -347830.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -347966.625000 Penalty: 2661.233887
	Iteration 4F: 3 clusters Score -347966.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -348091.375000 Penalty: 2661.233887
	Iteration 5Q: 3 clusters Score -348091.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -348194.750000 Penalty: 2661.233887
	Iteration 6Q: 3 clusters Score -348194.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -348292.500000 Penalty: 2661.233887
	Iteration 7Q: 3 clusters Score -348292.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -348378.500000 Penalty: 2661.233887
	Iteration 8Q: 3 clusters Score -348378.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -348457.812500 Penalty: 2661.233887
	Iteration 9Q: 3 clusters Score -348457.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -348509.625000 Penalty: 2661.233887
	Iteration 10Q: 3 clusters Score -348509.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -348543.093750 Penalty: 2661.233887
	Iteration 11Q: 3 clusters Score -348543.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -348559.031250 Penalty: 2661.233887
	Iteration 12Q: 3 clusters Score -348559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -348571.406250 Penalty: 2661.233887
	Iteration 13Q: 3 clusters Score -348571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -348578.687500 Penalty: 2661.233887
	Iteration 14Q: 3 clusters Score -348578.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -348586.843750 Penalty: 2661.233887
	Iteration 15Q: 3 clusters Score -348586.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -348604.812500 Penalty: 2661.233887
	Iteration 16Q: 3 clusters Score -348604.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -348618.375000 Penalty: 2661.233887
	Iteration 17Q: 3 clusters Score -348618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -348632.031250 Penalty: 2661.233887
	Iteration 18Q: 3 clusters Score -348632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -348641.093750 Penalty: 2661.233887
	Iteration 19Q: 3 clusters Score -348641.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -348648.562500 Penalty: 2661.233887
	Iteration 20F: 3 clusters Score -348648.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -348652.906250 Penalty: 2661.233887
	Iteration 21Q: 3 clusters Score -348652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -348657.812500 Penalty: 2661.233887
	Iteration 22Q: 3 clusters Score -348657.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -348660.625000 Penalty: 2661.233887
	Iteration 23Q: 3 clusters Score -348660.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -348664.000000 Penalty: 2661.233887
	Iteration 24Q: 3 clusters Score -348664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -348668.593750 Penalty: 2661.233887
	Iteration 25Q: 3 clusters Score -348668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -348671.468750 Penalty: 2661.233887
	Iteration 26Q: 3 clusters Score -348671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348672.156250 Penalty: 2661.233887
	Iteration 27Q: 3 clusters Score -348672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -348674.312500 Penalty: 2661.233887
	Iteration 28Q: 3 clusters Score -348674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348675.843750 Penalty: 2661.233887
	Iteration 29Q: 3 clusters Score -348675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -348678.218750 Penalty: 2661.233887
	Iteration 30Q: 3 clusters Score -348678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348679.875000 Penalty: 2661.233887
	Iteration 31Q: 3 clusters Score -348679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -348681.343750 Penalty: 2661.233887
	Iteration 32Q: 3 clusters Score -348681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -348682.968750 Penalty: 2661.233887
	Iteration 33Q: 3 clusters Score -348683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -348685.312500 Penalty: 2661.233887
	Iteration 34Q: 3 clusters Score -348685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348686.937500 Penalty: 2661.233887
	Iteration 35Q: 3 clusters Score -348686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -348687.875000 Penalty: 2661.233887
	Iteration 36Q: 3 clusters Score -348687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348689.062500 Penalty: 2661.233887
	Iteration 37Q: 3 clusters Score -348689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348689.656250 Penalty: 2661.233887
	Iteration 38Q: 3 clusters Score -348689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -348689.781250 Penalty: 2661.233887
	Iteration 39Q: 3 clusters Score -348689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348689.656250 Penalty: 2661.233887
	Iteration 40F: 3 clusters Score -348689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348690.125000 Penalty: 2661.233887
	Iteration 41Q: 3 clusters Score -348690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348691.906250 Penalty: 2661.233887
	Iteration 42Q: 3 clusters Score -348691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348690.875000 Penalty: 2661.233887
	Iteration 43Q: 3 clusters Score -348690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348690.875000 Penalty: 2661.233887
	Iteration 44F: 3 clusters Score -348690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -166261.218750 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -166261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -164425.484375 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -164425.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -164788.468750 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -164788.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -164899.718750 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -164899.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -164965.453125 Penalty: 2394.915283
	Iteration 3F: 3 clusters Score -164965.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -165015.546875 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -165015.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -165046.812500 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -165046.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -165073.781250 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -165073.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165092.921875 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -165092.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -165114.156250 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -165114.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -165133.156250 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -165133.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165147.937500 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -165147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165160.015625 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -165160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -165166.828125 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -165166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165169.531250 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -165169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -165172.015625 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -165172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165175.234375 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -165175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -165178.750000 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -165178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165182.234375 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -165182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165184.250000 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -165184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165185.562500 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -165185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165187.093750 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -165187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -165188.187500 Penalty: 2394.915283
	Iteration 21Q: 3 clusters Score -165188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165189.531250 Penalty: 2394.915283
	Iteration 22Q: 3 clusters Score -165189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165192.531250 Penalty: 2394.915283
	Iteration 23Q: 3 clusters Score -165192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165195.921875 Penalty: 2394.915283
	Iteration 24Q: 3 clusters Score -165195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -165198.437500 Penalty: 2394.915283
	Iteration 25Q: 3 clusters Score -165198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165201.406250 Penalty: 2394.915283
	Iteration 26Q: 3 clusters Score -165201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165204.531250 Penalty: 2394.915283
	Iteration 27Q: 3 clusters Score -165204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165204.906250 Penalty: 2394.915283
	Iteration 28Q: 3 clusters Score -165204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165204.906250 Penalty: 2394.915283
	Iteration 29F: 3 clusters Score -165204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Entering Unmasked Estep 
Score: -16465349.000000 Penalty: 1941.047729
	Iteration 0F: 2 clusters Score -1.646535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -16363597.000000 Penalty: 3882.095459
	Iteration 0F: 3 clusters Score -1.63636e+07 nChanged 74094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -16406967.000000 Penalty: 3882.095459
	Iteration 1F: 3 clusters Score -1.640697e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -16407869.000000 Penalty: 3882.095459
	Iteration 2Q: 3 clusters Score -1.640787e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -16409226.000000 Penalty: 3882.095459
	Iteration 3Q: 3 clusters Score -1.640923e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -16411624.000000 Penalty: 3882.095459
	Iteration 4Q: 3 clusters Score -1.641162e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -16416667.000000 Penalty: 3882.095459
	Iteration 5F: 3 clusters Score -1.641667e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -16425607.000000 Penalty: 3882.095459
	Iteration 6F: 3 clusters Score -1.642561e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -16438927.000000 Penalty: 3882.095459
	Iteration 7F: 3 clusters Score -1.643893e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141750 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -16452186.000000 Penalty: 3882.095459
	Iteration 8F: 3 clusters Score -1.645219e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16459983.000000 Penalty: 3882.095459
	Iteration 9F: 3 clusters Score -1.645998e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16462486.000000 Penalty: 3882.095459
	Iteration 10Q: 3 clusters Score -1.646249e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153578 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -16463220.000000 Penalty: 3882.095459
	Iteration 11Q: 3 clusters Score -1.646322e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153770 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16463408.000000 Penalty: 3882.095459
	Iteration 12Q: 3 clusters Score -1.646341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16463503.000000 Penalty: 3882.095459
	Iteration 13Q: 3 clusters Score -1.64635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16463561.000000 Penalty: 3882.095459
	Iteration 14Q: 3 clusters Score -1.646356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153879 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16463591.000000 Penalty: 3882.095459
	Iteration 15Q: 3 clusters Score -1.646359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16463605.000000 Penalty: 3882.095459
	Iteration 16Q: 3 clusters Score -1.64636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16463595.000000 Penalty: 3882.095459
	Iteration 17Q: 3 clusters Score -1.64636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153888 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16463606.000000 Penalty: 3882.095459
	Iteration 18Q: 3 clusters Score -1.646361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16463607.000000 Penalty: 3882.095459
	Iteration 19Q: 3 clusters Score -1.646361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16463615.000000 Penalty: 3882.095459
	Iteration 20F: 3 clusters Score -1.646362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16463614.000000 Penalty: 3882.095459
	Iteration 21Q: 3 clusters Score -1.646361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16463614.000000 Penalty: 3882.095459
	Iteration 22F: 3 clusters Score -1.646361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -345782.156250 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -345782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -342907.843750 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -342907.8 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -343607.531250 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -343607.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -343729.406250 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -343729.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -343818.093750 Penalty: 2621.415283
	Iteration 3Q: 3 clusters Score -343818.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -343884.968750 Penalty: 2621.415283
	Iteration 4Q: 3 clusters Score -343885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -343940.843750 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -343940.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -343983.531250 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -343983.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -344030.312500 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -344030.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -344077.343750 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -344077.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -344123.406250 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -344123.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -344159.843750 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -344159.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -344203.093750 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -344203.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -344259.156250 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -344259.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -344301.031250 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -344301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -344331.906250 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -344331.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -344364.000000 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -344364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -344395.250000 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -344395.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -344441.906250 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -344441.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -344480.468750 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -344480.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -344509.843750 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -344509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -344528.187500 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -344528.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -344542.031250 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -344542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -344551.687500 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -344551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -344559.375000 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -344559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -344565.593750 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -344565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -344570.531250 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -344570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -344573.156250 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -344573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -344576.406250 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -344576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -344576.937500 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -344576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -344579.062500 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -344579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -344582.593750 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -344582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -344583.343750 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -344583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -344585.062500 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -344585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -344586.125000 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -344586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -344588.062500 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -344588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -344589.125000 Penalty: 2621.415283
	Iteration 35Q: 3 clusters Score -344589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -344590.437500 Penalty: 2621.415283
	Iteration 36Q: 3 clusters Score -344590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -344590.437500 Penalty: 2621.415283
	Iteration 37F: 3 clusters Score -344590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (154568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Entering Unmasked Estep 
Score: -16553718.000000 Penalty: 1941.613281
	Iteration 0F: 2 clusters Score -1.655372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -16453189.000000 Penalty: 3883.226562
	Iteration 0F: 3 clusters Score -1.645319e+07 nChanged 74172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -16496555.000000 Penalty: 3883.226562
	Iteration 1F: 3 clusters Score -1.649656e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -16497592.000000 Penalty: 3883.226562
	Iteration 2Q: 3 clusters Score -1.649759e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -16499241.000000 Penalty: 3883.226562
	Iteration 3Q: 3 clusters Score -1.649924e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -16502623.000000 Penalty: 3883.226562
	Iteration 4Q: 3 clusters Score -1.650262e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -16509117.000000 Penalty: 3883.226562
	Iteration 5F: 3 clusters Score -1.650912e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120099 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -16519863.000000 Penalty: 3883.226562
	Iteration 6F: 3 clusters Score -1.651986e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -16533948.000000 Penalty: 3883.226562
	Iteration 7F: 3 clusters Score -1.653395e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -16545219.000000 Penalty: 3883.226562
	Iteration 8F: 3 clusters Score -1.654522e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151473 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -16550011.000000 Penalty: 3883.226562
	Iteration 9Q: 3 clusters Score -1.655001e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16551391.000000 Penalty: 3883.226562
	Iteration 10Q: 3 clusters Score -1.655139e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154077 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -16551728.000000 Penalty: 3883.226562
	Iteration 11Q: 3 clusters Score -1.655173e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16551910.000000 Penalty: 3883.226562
	Iteration 12Q: 3 clusters Score -1.655191e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16551976.000000 Penalty: 3883.226562
	Iteration 13Q: 3 clusters Score -1.655198e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16552040.000000 Penalty: 3883.226562
	Iteration 14Q: 3 clusters Score -1.655204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16552062.000000 Penalty: 3883.226562
	Iteration 15Q: 3 clusters Score -1.655206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16552084.000000 Penalty: 3883.226562
	Iteration 16Q: 3 clusters Score -1.655208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16552107.000000 Penalty: 3883.226562
	Iteration 17Q: 3 clusters Score -1.655211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16552111.000000 Penalty: 3883.226562
	Iteration 18Q: 3 clusters Score -1.655211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16552119.000000 Penalty: 3883.226562
	Iteration 19Q: 3 clusters Score -1.655212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16552121.000000 Penalty: 3883.226562
	Iteration 20F: 3 clusters Score -1.655212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16552117.000000 Penalty: 3883.226562
	Iteration 21Q: 3 clusters Score -1.655212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16552119.000000 Penalty: 3883.226562
	Iteration 22Q: 3 clusters Score -1.655212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16552117.000000 Penalty: 3883.226562
	Iteration 23Q: 3 clusters Score -1.655212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16552124.000000 Penalty: 3883.226562
	Iteration 24Q: 3 clusters Score -1.655212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16552123.000000 Penalty: 3883.226562
	Iteration 25Q: 3 clusters Score -1.655212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16552123.000000 Penalty: 3883.226562
	Iteration 26F: 3 clusters Score -1.655212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 26733 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 10765 members 
Mstep: Class 6 contains 270171 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12699 members 
Mstep: Class 11 contains 56822 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 13855 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 154031 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 154568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480600.000000 Penalty: 42000.691406
Iteration 239Q: 20 clusters Score -8.44806e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 48985 members 
Mstep: Class 3 contains 26586 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10750 members 
Mstep: Class 6 contains 269961 members 
Mstep: Class 7 contains 15575 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 11 contains 56871 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 13737 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 154029 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 154662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480856.000000 Penalty: 42000.691406
Iteration 240F: 20 clusters Score -8.448086e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 49324 members 
Mstep: Class 3 contains 26435 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 269752 members 
Mstep: Class 7 contains 15584 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 11 contains 56914 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 13625 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 154048 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 154736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 42000.691406
Iteration 241Q: 20 clusters Score -8.448062e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 49651 members 
Mstep: Class 3 contains 26291 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 10716 members 
Mstep: Class 6 contains 269590 members 
Mstep: Class 7 contains 15593 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12694 members 
Mstep: Class 11 contains 56967 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 21836 members 
Mstep: Class 14 contains 13511 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 154034 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 154801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480408.000000 Penalty: 42000.691406
Iteration 242Q: 20 clusters Score -8.448041e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 50010 members 
Mstep: Class 3 contains 26139 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 269417 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12682 members 
Mstep: Class 11 contains 56997 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 154032 members 
Mstep: Class 21 contains 3204 members 
Mstep: Class 22 contains 154861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480464.000000 Penalty: 42000.691406
Iteration 243Q: 20 clusters Score -8.448046e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 50368 members 
Mstep: Class 3 contains 25990 members 
Mstep: Class 4 contains 5919 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 269220 members 
Mstep: Class 7 contains 15606 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 11 contains 57020 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 13256 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 154023 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 154963 members 
Entering Unmasked Estep 
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Score: -84480816.000000 Penalty: 42000.691406
Iteration 244Q: 20 clusters Score -8.448082e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 50725 members 
Mstep: Class 3 contains 25845 members 
Mstep: Class 4 contains 5921 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 268964 members 
Mstep: Class 7 contains 15612 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12676 members 
Mstep: Class 11 contains 57047 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 13133 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 154033 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 155092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480832.000000 Penalty: 42000.691406
Iteration 245Q: 20 clusters Score -8.448083e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 51046 members 
Mstep: Class 3 contains 25712 members 
Mstep: Class 4 contains 5923 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 268699 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 11 contains 57069 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 21829 members 
Mstep: Class 14 contains 13023 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 154055 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 155220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 42000.691406
Iteration 246Q: 20 clusters Score -8.448068e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 51405 members 
Mstep: Class 3 contains 25561 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 268426 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 11 contains 57089 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 154067 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 155342 members 
Entering Unmasked Estep 
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Score: -84480792.000000 Penalty: 42000.691406
Iteration 247Q: 20 clusters Score -8.448079e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 51808 members 
Mstep: Class 3 contains 25436 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 10675 members 
Mstep: Class 6 contains 268092 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12685 members 
Mstep: Class 11 contains 57112 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 21831 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 20 contains 154082 members 
Mstep: Class 21 contains 3263 members 
Mstep: Class 22 contains 155436 members 
Entering Unmasked Estep 
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Iteration 248Q: 20 clusters Score -8.44807e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 52171 members 
Mstep: Class 3 contains 25332 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 10664 members 
Mstep: Class 6 contains 267729 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12685 members 
Mstep: Class 11 contains 57136 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 21829 members 
Mstep: Class 14 contains 12709 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 154102 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 155562 members 
Entering Unmasked Estep 
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Iteration 249Q: 20 clusters Score -8.448062e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 52557 members 
Mstep: Class 3 contains 25227 members 
Mstep: Class 4 contains 5930 members 
Mstep: Class 5 contains 10666 members 
Mstep: Class 6 contains 267384 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12684 members 
Mstep: Class 11 contains 57155 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 21831 members 
Mstep: Class 14 contains 12630 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 154108 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 155667 members 
Entering Unmasked Estep 
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Score: -84480752.000000 Penalty: 42000.691406
Iteration 250Q: 20 clusters Score -8.448075e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 52869 members 
Mstep: Class 3 contains 25139 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 10660 members 
Mstep: Class 6 contains 267041 members 
Mstep: Class 7 contains 15687 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12682 members 
Mstep: Class 11 contains 57185 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 12567 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 154129 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 155789 members 
Entering Unmasked Estep 
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Iteration 251Q: 20 clusters Score -8.448086e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 53168 members 
Mstep: Class 3 contains 25042 members 
Mstep: Class 4 contains 5933 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 266637 members 
Mstep: Class 7 contains 15699 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12683 members 
Mstep: Class 11 contains 57215 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 21819 members 
Mstep: Class 14 contains 12505 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 154187 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 155959 members 
Entering Unmasked Estep 
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Iteration 252Q: 20 clusters Score -8.448106e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 53432 members 
Mstep: Class 3 contains 24952 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 266271 members 
Mstep: Class 7 contains 15708 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 11 contains 57254 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 12456 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 154251 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 156092 members 
Entering Unmasked Estep 
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Iteration 253Q: 20 clusters Score -8.448106e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 53699 members 
Mstep: Class 3 contains 24875 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 265913 members 
Mstep: Class 7 contains 15722 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12690 members 
Mstep: Class 11 contains 57302 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 21802 members 
Mstep: Class 14 contains 12401 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 154304 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 156195 members 
Entering Unmasked Estep 
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Iteration 254Q: 20 clusters Score -8.448126e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 53963 members 
Mstep: Class 3 contains 24808 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 10634 members 
Mstep: Class 6 contains 265514 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12695 members 
Mstep: Class 11 contains 57355 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 21796 members 
Mstep: Class 14 contains 12351 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 154380 members 
Mstep: Class 21 contains 3310 members 
Mstep: Class 22 contains 156300 members 
Entering Unmasked Estep 
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Iteration 255Q: 20 clusters Score -8.448093e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 54229 members 
Mstep: Class 3 contains 24737 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 265118 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 11 contains 57409 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 21788 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 154446 members 
Mstep: Class 21 contains 3322 members 
Mstep: Class 22 contains 156423 members 
Entering Unmasked Estep 
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Iteration 256Q: 20 clusters Score -8.44811e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 54464 members 
Mstep: Class 3 contains 24668 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 264765 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 11 contains 57457 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21790 members 
Mstep: Class 14 contains 12244 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 154511 members 
Mstep: Class 21 contains 3331 members 
Mstep: Class 22 contains 156536 members 
Entering Unmasked Estep 
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Iteration 257Q: 20 clusters Score -8.448112e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 54673 members 
Mstep: Class 3 contains 24584 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 10623 members 
Mstep: Class 6 contains 264486 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 11 contains 57504 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 21791 members 
Mstep: Class 14 contains 12200 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 20 contains 154538 members 
Mstep: Class 21 contains 3341 members 
Mstep: Class 22 contains 156631 members 
Entering Unmasked Estep 
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Iteration 258Q: 20 clusters Score -8.448103e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 54983 members 
Mstep: Class 3 contains 24509 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 264162 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12695 members 
Mstep: Class 11 contains 57545 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 154543 members 
Mstep: Class 21 contains 3341 members 
Mstep: Class 22 contains 156682 members 
Entering Unmasked Estep 
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Iteration 259Q: 20 clusters Score -8.448123e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 55253 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 263879 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 11 contains 57583 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 12150 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 154543 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 156715 members 
Entering Unmasked Estep 
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Score: -84481240.000000 Penalty: 42000.691406
Iteration 260F: 20 clusters Score -8.448124e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 55553 members 
Mstep: Class 3 contains 24372 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 263620 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12698 members 
Mstep: Class 11 contains 57608 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21794 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 154530 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 156762 members 
Entering Unmasked Estep 
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Iteration 261Q: 20 clusters Score -8.448112e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 55816 members 
Mstep: Class 3 contains 24301 members 
Mstep: Class 4 contains 5946 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 263352 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12689 members 
Mstep: Class 11 contains 57637 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 21786 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 154564 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 156801 members 
Entering Unmasked Estep 
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Iteration 262Q: 20 clusters Score -8.448136e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 56116 members 
Mstep: Class 3 contains 24232 members 
Mstep: Class 4 contains 5949 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 262985 members 
Mstep: Class 7 contains 15788 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 11 contains 57657 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 21776 members 
Mstep: Class 14 contains 12057 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 154654 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 156846 members 
Entering Unmasked Estep 
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Iteration 263Q: 20 clusters Score -8.448117e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 56417 members 
Mstep: Class 3 contains 24158 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 262630 members 
Mstep: Class 7 contains 15792 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12674 members 
Mstep: Class 11 contains 57669 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 21768 members 
Mstep: Class 14 contains 12026 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 154719 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 156918 members 
Entering Unmasked Estep 
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Iteration 264Q: 20 clusters Score -8.448132e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 56740 members 
Mstep: Class 3 contains 24105 members 
Mstep: Class 4 contains 5957 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 262231 members 
Mstep: Class 7 contains 15792 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 11 contains 57679 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 12009 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 154776 members 
Mstep: Class 21 contains 3403 members 
Mstep: Class 22 contains 156979 members 
Entering Unmasked Estep 
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Iteration 265Q: 20 clusters Score -8.44813e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 57098 members 
Mstep: Class 3 contains 24064 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 261745 members 
Mstep: Class 7 contains 15790 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 12013 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 154840 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 157062 members 
Entering Unmasked Estep 
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Iteration 266Q: 20 clusters Score -8.448126e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 57461 members 
Mstep: Class 3 contains 24030 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 261272 members 
Mstep: Class 7 contains 15795 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 11 contains 57695 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 154902 members 
Mstep: Class 21 contains 3430 members 
Mstep: Class 22 contains 157134 members 
Entering Unmasked Estep 
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Iteration 267Q: 20 clusters Score -8.448124e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 57861 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 260752 members 
Mstep: Class 7 contains 15799 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12694 members 
Mstep: Class 11 contains 57727 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 154974 members 
Mstep: Class 21 contains 3437 members 
Mstep: Class 22 contains 157212 members 
Entering Unmasked Estep 
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Iteration 268Q: 20 clusters Score -8.448142e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 58266 members 
Mstep: Class 3 contains 23948 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10635 members 
Mstep: Class 6 contains 260263 members 
Mstep: Class 7 contains 15805 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12696 members 
Mstep: Class 11 contains 57736 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21753 members 
Mstep: Class 14 contains 11941 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 155047 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 157263 members 
Entering Unmasked Estep 
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Iteration 269Q: 20 clusters Score -8.448153e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 58663 members 
Mstep: Class 3 contains 23899 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 259737 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12701 members 
Mstep: Class 11 contains 57761 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 155141 members 
Mstep: Class 21 contains 3460 members 
Mstep: Class 22 contains 157330 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -8.448156e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 59104 members 
Mstep: Class 3 contains 23849 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 10632 members 
Mstep: Class 6 contains 259213 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 11 contains 57799 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 155203 members 
Mstep: Class 21 contains 3468 members 
Mstep: Class 22 contains 157389 members 
Entering Unmasked Estep 
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Iteration 271Q: 20 clusters Score -8.448148e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 59614 members 
Mstep: Class 3 contains 23805 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 6 contains 258664 members 
Mstep: Class 7 contains 15827 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12707 members 
Mstep: Class 11 contains 57830 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 21744 members 
Mstep: Class 14 contains 11830 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 155218 members 
Mstep: Class 21 contains 3486 members 
Mstep: Class 22 contains 157458 members 
Entering Unmasked Estep 
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Iteration 272Q: 20 clusters Score -8.448137e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 60070 members 
Mstep: Class 3 contains 23766 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 258089 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12710 members 
Mstep: Class 11 contains 57873 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 155261 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 22 contains 157544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481416.000000 Penalty: 42000.691406
Iteration 273Q: 20 clusters Score -8.448142e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 60535 members 
Mstep: Class 3 contains 23717 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 257452 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12715 members 
Mstep: Class 11 contains 57901 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 21750 members 
Mstep: Class 14 contains 11760 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 155330 members 
Mstep: Class 21 contains 3531 members 
Mstep: Class 22 contains 157659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 42000.691406
Iteration 274Q: 20 clusters Score -8.448117e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 60972 members 
Mstep: Class 3 contains 23666 members 
Mstep: Class 4 contains 5966 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 256882 members 
Mstep: Class 7 contains 15840 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12717 members 
Mstep: Class 11 contains 57921 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21750 members 
Mstep: Class 14 contains 11719 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 155389 members 
Mstep: Class 21 contains 3550 members 
Mstep: Class 22 contains 157796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481464.000000 Penalty: 42000.691406
Iteration 275Q: 20 clusters Score -8.448146e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 61434 members 
Mstep: Class 3 contains 23613 members 
Mstep: Class 4 contains 5969 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 256371 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 11 contains 57928 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 11680 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 155405 members 
Mstep: Class 21 contains 3569 members 
Mstep: Class 22 contains 157885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481368.000000 Penalty: 42000.691406
Iteration 276Q: 20 clusters Score -8.448137e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 61925 members 
Mstep: Class 3 contains 23565 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 255851 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 11 contains 57946 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 11641 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 155410 members 
Mstep: Class 21 contains 3585 members 
Mstep: Class 22 contains 157942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 42000.691406
Iteration 277Q: 20 clusters Score -8.448131e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 62390 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 10629 members 
Mstep: Class 6 contains 255381 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12702 members 
Mstep: Class 11 contains 57959 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 11603 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 155378 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 157993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481632.000000 Penalty: 42000.691406
Iteration 278Q: 20 clusters Score -8.448163e+07 nChanged 2081
Entering ConstructFrom: 
Score: -84481632.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -551477.625000 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -551477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -547331.500000 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -547331.5 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -548524.937500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -548524.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -548778.125000 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -548778.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -548964.937500 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -548964.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -549104.500000 Penalty: 2787.515381
	Iteration 4Q: 3 clusters Score -549104.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -549213.312500 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -549213.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -549306.187500 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -549306.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -549393.250000 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -549393.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -549469.875000 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -549469.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -549561.312500 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -549561.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -549670.437500 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -549670.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -549791.562500 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -549791.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -549885.812500 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -549885.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -549989.062500 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -549989.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -550069.687500 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -550069.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -550123.937500 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -550123.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -550169.937500 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -550169.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -550214.000000 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -550214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -550253.437500 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -550253.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -550281.937500 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -550281.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -550312.937500 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -550312.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -550353.687500 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -550353.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -550396.250000 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -550396.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -550425.625000 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -550425.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -550446.000000 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -550446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -550463.937500 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -550463.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -550480.312500 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -550480.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -550497.125000 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -550497.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -550513.000000 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -550513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -550528.875000 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -550528.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -550538.687500 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -550538.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -550549.187500 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -550549.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -550555.562500 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -550555.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -550565.250000 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -550565.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -550572.500000 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -550572.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -550576.000000 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -550576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -550583.187500 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -550583.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -550587.250000 Penalty: 2787.515381
	Iteration 37Q: 3 clusters Score -550587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -550593.562500 Penalty: 2787.515381
	Iteration 38Q: 3 clusters Score -550593.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -550601.437500 Penalty: 2787.515381
	Iteration 39Q: 3 clusters Score -550601.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -550610.125000 Penalty: 2787.515381
	Iteration 40F: 3 clusters Score -550610.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -550614.250000 Penalty: 2787.515381
	Iteration 41Q: 3 clusters Score -550614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -550619.250000 Penalty: 2787.515381
	Iteration 42Q: 3 clusters Score -550619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -550626.375000 Penalty: 2787.515381
	Iteration 43Q: 3 clusters Score -550626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -550633.312500 Penalty: 2787.515381
	Iteration 44Q: 3 clusters Score -550633.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -550638.250000 Penalty: 2787.515381
	Iteration 45Q: 3 clusters Score -550638.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -550648.000000 Penalty: 2787.515381
	Iteration 46Q: 3 clusters Score -550648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -550655.187500 Penalty: 2787.515381
	Iteration 47Q: 3 clusters Score -550655.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -550662.937500 Penalty: 2787.515381
	Iteration 48Q: 3 clusters Score -550662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -550671.375000 Penalty: 2787.515381
	Iteration 49Q: 3 clusters Score -550671.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -550679.187500 Penalty: 2787.515381
	Iteration 50Q: 3 clusters Score -550679.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -550685.312500 Penalty: 2787.515381
	Iteration 51Q: 3 clusters Score -550685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -550690.437500 Penalty: 2787.515381
	Iteration 52Q: 3 clusters Score -550690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -550694.500000 Penalty: 2787.515381
	Iteration 53Q: 3 clusters Score -550694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -550699.625000 Penalty: 2787.515381
	Iteration 54Q: 3 clusters Score -550699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -550702.250000 Penalty: 2787.515381
	Iteration 55Q: 3 clusters Score -550702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -550706.437500 Penalty: 2787.515381
	Iteration 56Q: 3 clusters Score -550706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -550708.625000 Penalty: 2787.515381
	Iteration 57Q: 3 clusters Score -550708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -550713.750000 Penalty: 2787.515381
	Iteration 58Q: 3 clusters Score -550713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -550717.062500 Penalty: 2787.515381
	Iteration 59Q: 3 clusters Score -550717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -550718.312500 Penalty: 2787.515381
	Iteration 60F: 3 clusters Score -550718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -550719.937500 Penalty: 2787.515381
	Iteration 61Q: 3 clusters Score -550719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -550719.437500 Penalty: 2787.515381
	Iteration 62Q: 3 clusters Score -550719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -550720.187500 Penalty: 2787.515381
	Iteration 63Q: 3 clusters Score -550720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -550720.000000 Penalty: 2787.515381
	Iteration 64Q: 3 clusters Score -550720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -550720.437500 Penalty: 2787.515381
	Iteration 65Q: 3 clusters Score -550720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -550722.312500 Penalty: 2787.515381
	Iteration 66Q: 3 clusters Score -550722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -550722.750000 Penalty: 2787.515381
	Iteration 67Q: 3 clusters Score -550722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -550723.750000 Penalty: 2787.515381
	Iteration 68Q: 3 clusters Score -550723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -550724.625000 Penalty: 2787.515381
	Iteration 69Q: 3 clusters Score -550724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -550724.437500 Penalty: 2787.515381
	Iteration 70Q: 3 clusters Score -550724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -550724.437500 Penalty: 2787.515381
	Iteration 71Q: 3 clusters Score -550724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -550724.437500 Penalty: 2787.515381
	Iteration 72F: 3 clusters Score -550724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Entering Unmasked Estep 
Score: -6820791.500000 Penalty: 1795.330566
	Iteration 0F: 2 clusters Score -6820792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -6779103.000000 Penalty: 3590.661133
	Iteration 0F: 3 clusters Score -6779103 nChanged 29354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -6795755.500000 Penalty: 3590.661133
	Iteration 1F: 3 clusters Score -6795756 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -6796228.000000 Penalty: 3590.661133
	Iteration 2Q: 3 clusters Score -6796228 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6796652.500000 Penalty: 3590.661133
	Iteration 3Q: 3 clusters Score -6796652 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6796988.500000 Penalty: 3590.661133
	Iteration 4Q: 3 clusters Score -6796988 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6797395.000000 Penalty: 3590.661133
	Iteration 5Q: 3 clusters Score -6797395 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -6797922.000000 Penalty: 3590.661133
	Iteration 6Q: 3 clusters Score -6797922 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -6798605.000000 Penalty: 3590.661133
	Iteration 7Q: 3 clusters Score -6798605 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6799570.000000 Penalty: 3590.661133
	Iteration 8Q: 3 clusters Score -6799570 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -6801162.000000 Penalty: 3590.661133
	Iteration 9Q: 3 clusters Score -6801162 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -6803477.000000 Penalty: 3590.661133
	Iteration 10F: 3 clusters Score -6803477 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -6806172.000000 Penalty: 3590.661133
	Iteration 11F: 3 clusters Score -6806172 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6808535.000000 Penalty: 3590.661133
	Iteration 12F: 3 clusters Score -6808535 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6809978.500000 Penalty: 3590.661133
	Iteration 13Q: 3 clusters Score -6809978 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6810762.000000 Penalty: 3590.661133
	Iteration 14Q: 3 clusters Score -6810762 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6811370.500000 Penalty: 3590.661133
	Iteration 15Q: 3 clusters Score -6811370 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6811882.500000 Penalty: 3590.661133
	Iteration 16Q: 3 clusters Score -6811882 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6812469.000000 Penalty: 3590.661133
	Iteration 17Q: 3 clusters Score -6812469 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -6812999.000000 Penalty: 3590.661133
	Iteration 18Q: 3 clusters Score -6812999 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -6813565.500000 Penalty: 3590.661133
	Iteration 19Q: 3 clusters Score -6813566 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -6814222.000000 Penalty: 3590.661133
	Iteration 20F: 3 clusters Score -6814222 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -6814890.500000 Penalty: 3590.661133
	Iteration 21Q: 3 clusters Score -6814890 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -6815576.000000 Penalty: 3590.661133
	Iteration 22Q: 3 clusters Score -6815576 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -6816168.500000 Penalty: 3590.661133
	Iteration 23Q: 3 clusters Score -6816168 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -6816760.500000 Penalty: 3590.661133
	Iteration 24Q: 3 clusters Score -6816760 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -6817263.000000 Penalty: 3590.661133
	Iteration 25Q: 3 clusters Score -6817263 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -6817647.000000 Penalty: 3590.661133
	Iteration 26Q: 3 clusters Score -6817647 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -6818008.500000 Penalty: 3590.661133
	Iteration 27Q: 3 clusters Score -6818008 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -6818340.000000 Penalty: 3590.661133
	Iteration 28Q: 3 clusters Score -6818340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -6818547.500000 Penalty: 3590.661133
	Iteration 29Q: 3 clusters Score -6818548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -6818745.000000 Penalty: 3590.661133
	Iteration 30Q: 3 clusters Score -6818745 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -6818884.000000 Penalty: 3590.661133
	Iteration 31Q: 3 clusters Score -6818884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -6818956.000000 Penalty: 3590.661133
	Iteration 32Q: 3 clusters Score -6818956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -6819000.500000 Penalty: 3590.661133
	Iteration 33Q: 3 clusters Score -6819000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -6819073.500000 Penalty: 3590.661133
	Iteration 34Q: 3 clusters Score -6819074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -6819121.500000 Penalty: 3590.661133
	Iteration 35Q: 3 clusters Score -6819122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -6819164.000000 Penalty: 3590.661133
	Iteration 36Q: 3 clusters Score -6819164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -6819185.500000 Penalty: 3590.661133
	Iteration 37Q: 3 clusters Score -6819186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -6819208.000000 Penalty: 3590.661133
	Iteration 38Q: 3 clusters Score -6819208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -6819209.000000 Penalty: 3590.661133
	Iteration 39Q: 3 clusters Score -6819209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -6819222.500000 Penalty: 3590.661133
	Iteration 40F: 3 clusters Score -6819222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -6819221.000000 Penalty: 3590.661133
	Iteration 41Q: 3 clusters Score -6819221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -6819235.000000 Penalty: 3590.661133
	Iteration 42Q: 3 clusters Score -6819235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -6819235.000000 Penalty: 3590.661133
	Iteration 43Q: 3 clusters Score -6819235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -6819236.000000 Penalty: 3590.661133
	Iteration 44Q: 3 clusters Score -6819236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -6819236.000000 Penalty: 3590.661133
	Iteration 45F: 3 clusters Score -6819236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Entering Unmasked Estep 
Score: -2548133.500000 Penalty: 1635.681763
	Iteration 0F: 2 clusters Score -2548134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2532071.500000 Penalty: 3271.363525
	Iteration 0F: 3 clusters Score -2532072 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2538207.250000 Penalty: 3271.363525
	Iteration 1F: 3 clusters Score -2538207 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2538640.250000 Penalty: 3271.363525
	Iteration 2Q: 3 clusters Score -2538640 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2539102.500000 Penalty: 3271.363525
	Iteration 3Q: 3 clusters Score -2539102 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2539594.000000 Penalty: 3271.363525
	Iteration 4Q: 3 clusters Score -2539594 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2540160.500000 Penalty: 3271.363525
	Iteration 5F: 3 clusters Score -2540160 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2540819.750000 Penalty: 3271.363525
	Iteration 6F: 3 clusters Score -2540820 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2541641.000000 Penalty: 3271.363525
	Iteration 7F: 3 clusters Score -2541641 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2542474.000000 Penalty: 3271.363525
	Iteration 8F: 3 clusters Score -2542474 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2543218.250000 Penalty: 3271.363525
	Iteration 9F: 3 clusters Score -2543218 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2543782.000000 Penalty: 3271.363525
	Iteration 10Q: 3 clusters Score -2543782 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2544206.500000 Penalty: 3271.363525
	Iteration 11Q: 3 clusters Score -2544206 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2544512.750000 Penalty: 3271.363525
	Iteration 12Q: 3 clusters Score -2544513 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2544718.000000 Penalty: 3271.363525
	Iteration 13Q: 3 clusters Score -2544718 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2544875.250000 Penalty: 3271.363525
	Iteration 14Q: 3 clusters Score -2544875 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2544991.000000 Penalty: 3271.363525
	Iteration 15Q: 3 clusters Score -2544991 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2545092.000000 Penalty: 3271.363525
	Iteration 16Q: 3 clusters Score -2545092 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2545174.750000 Penalty: 3271.363525
	Iteration 17Q: 3 clusters Score -2545175 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2545261.500000 Penalty: 3271.363525
	Iteration 18Q: 3 clusters Score -2545262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2545361.500000 Penalty: 3271.363525
	Iteration 19Q: 3 clusters Score -2545362 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2545487.500000 Penalty: 3271.363525
	Iteration 20F: 3 clusters Score -2545488 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2545615.000000 Penalty: 3271.363525
	Iteration 21Q: 3 clusters Score -2545615 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2545727.250000 Penalty: 3271.363525
	Iteration 22Q: 3 clusters Score -2545727 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2545871.000000 Penalty: 3271.363525
	Iteration 23Q: 3 clusters Score -2545871 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2546006.250000 Penalty: 3271.363525
	Iteration 24Q: 3 clusters Score -2546006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2546125.250000 Penalty: 3271.363525
	Iteration 25Q: 3 clusters Score -2546125 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2546234.000000 Penalty: 3271.363525
	Iteration 26Q: 3 clusters Score -2546234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2546361.750000 Penalty: 3271.363525
	Iteration 27Q: 3 clusters Score -2546362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2546457.250000 Penalty: 3271.363525
	Iteration 28Q: 3 clusters Score -2546457 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2546543.250000 Penalty: 3271.363525
	Iteration 29Q: 3 clusters Score -2546543 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2546603.000000 Penalty: 3271.363525
	Iteration 30Q: 3 clusters Score -2546603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2546633.000000 Penalty: 3271.363525
	Iteration 31Q: 3 clusters Score -2546633 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2546670.500000 Penalty: 3271.363525
	Iteration 32Q: 3 clusters Score -2546670 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2546717.000000 Penalty: 3271.363525
	Iteration 33Q: 3 clusters Score -2546717 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2546749.000000 Penalty: 3271.363525
	Iteration 34Q: 3 clusters Score -2546749 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2546781.250000 Penalty: 3271.363525
	Iteration 35Q: 3 clusters Score -2546781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2546809.250000 Penalty: 3271.363525
	Iteration 36Q: 3 clusters Score -2546809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2546840.750000 Penalty: 3271.363525
	Iteration 37Q: 3 clusters Score -2546841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2546864.250000 Penalty: 3271.363525
	Iteration 38Q: 3 clusters Score -2546864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2546890.250000 Penalty: 3271.363525
	Iteration 39Q: 3 clusters Score -2546890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2546908.500000 Penalty: 3271.363525
	Iteration 40F: 3 clusters Score -2546908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2546931.250000 Penalty: 3271.363525
	Iteration 41Q: 3 clusters Score -2546931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2546952.750000 Penalty: 3271.363525
	Iteration 42Q: 3 clusters Score -2546953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2546974.750000 Penalty: 3271.363525
	Iteration 43Q: 3 clusters Score -2546975 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2547025.000000 Penalty: 3271.363525
	Iteration 44Q: 3 clusters Score -2547025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2547078.000000 Penalty: 3271.363525
	Iteration 45Q: 3 clusters Score -2547078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2547129.000000 Penalty: 3271.363525
	Iteration 46Q: 3 clusters Score -2547129 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2547198.500000 Penalty: 3271.363525
	Iteration 47Q: 3 clusters Score -2547198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2547271.500000 Penalty: 3271.363525
	Iteration 48Q: 3 clusters Score -2547272 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2547335.750000 Penalty: 3271.363525
	Iteration 49Q: 3 clusters Score -2547336 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2547433.250000 Penalty: 3271.363525
	Iteration 50Q: 3 clusters Score -2547433 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2547525.000000 Penalty: 3271.363525
	Iteration 51Q: 3 clusters Score -2547525 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2547600.500000 Penalty: 3271.363525
	Iteration 52Q: 3 clusters Score -2547600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2547677.000000 Penalty: 3271.363525
	Iteration 53Q: 3 clusters Score -2547677 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2547767.750000 Penalty: 3271.363525
	Iteration 54Q: 3 clusters Score -2547768 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2547867.250000 Penalty: 3271.363525
	Iteration 55Q: 3 clusters Score -2547867 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2547957.500000 Penalty: 3271.363525
	Iteration 56Q: 3 clusters Score -2547958 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2548035.750000 Penalty: 3271.363525
	Iteration 57Q: 3 clusters Score -2548036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2548113.750000 Penalty: 3271.363525
	Iteration 58Q: 3 clusters Score -2548114 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2548199.750000 Penalty: 3271.363525
	Iteration 59Q: 3 clusters Score -2548200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2548254.750000 Penalty: 3271.363525
	Iteration 60F: 3 clusters Score -2548255 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2548300.750000 Penalty: 3271.363525
	Iteration 61Q: 3 clusters Score -2548301 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2548339.000000 Penalty: 3271.363525
	Iteration 62Q: 3 clusters Score -2548339 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2548359.250000 Penalty: 3271.363525
	Iteration 63Q: 3 clusters Score -2548359 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2548392.750000 Penalty: 3271.363525
	Iteration 64Q: 3 clusters Score -2548393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2548403.000000 Penalty: 3271.363525
	Iteration 65Q: 3 clusters Score -2548403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2548431.250000 Penalty: 3271.363525
	Iteration 66Q: 3 clusters Score -2548431 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2548435.500000 Penalty: 3271.363525
	Iteration 67Q: 3 clusters Score -2548436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2548436.750000 Penalty: 3271.363525
	Iteration 68Q: 3 clusters Score -2548437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2548442.250000 Penalty: 3271.363525
	Iteration 69Q: 3 clusters Score -2548442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2548444.250000 Penalty: 3271.363525
	Iteration 70Q: 3 clusters Score -2548444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2548456.250000 Penalty: 3271.363525
	Iteration 71Q: 3 clusters Score -2548456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2548458.500000 Penalty: 3271.363525
	Iteration 72Q: 3 clusters Score -2548458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2548457.000000 Penalty: 3271.363525
	Iteration 73Q: 3 clusters Score -2548457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2548460.000000 Penalty: 3271.363525
	Iteration 74Q: 3 clusters Score -2548460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2548458.250000 Penalty: 3271.363525
	Iteration 75Q: 3 clusters Score -2548458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2548457.750000 Penalty: 3271.363525
	Iteration 76Q: 3 clusters Score -2548458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2548462.250000 Penalty: 3271.363525
	Iteration 77Q: 3 clusters Score -2548462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2548465.000000 Penalty: 3271.363525
	Iteration 78Q: 3 clusters Score -2548465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2548464.750000 Penalty: 3271.363525
	Iteration 79Q: 3 clusters Score -2548465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2548466.250000 Penalty: 3271.363525
	Iteration 80F: 3 clusters Score -2548466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2548467.500000 Penalty: 3271.363525
	Iteration 81Q: 3 clusters Score -2548468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2548467.750000 Penalty: 3271.363525
	Iteration 82Q: 3 clusters Score -2548468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2548469.750000 Penalty: 3271.363525
	Iteration 83Q: 3 clusters Score -2548470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2548471.250000 Penalty: 3271.363525
	Iteration 84Q: 3 clusters Score -2548471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2548472.250000 Penalty: 3271.363525
	Iteration 85Q: 3 clusters Score -2548472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2548467.500000 Penalty: 3271.363525
	Iteration 86Q: 3 clusters Score -2548468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2548464.250000 Penalty: 3271.363525
	Iteration 87Q: 3 clusters Score -2548464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2548464.250000 Penalty: 3271.363525
	Iteration 88Q: 3 clusters Score -2548464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2548464.250000 Penalty: 3271.363525
	Iteration 89F: 3 clusters Score -2548464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 62830 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 254968 members 
Mstep: Class 7 contains 15878 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 10662 members 
Mstep: Class 11 contains 57975 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155302 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 158066 members 
Entering Unmasked Estep 
Score: -84481432.000000 Penalty: 44211.253906
Splitting cluster 3 changes total score from -84481632.000000 to -84481432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -608908.250000 Penalty: 1413.046997
	Iteration 0F: 2 clusters Score -608908.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -604343.750000 Penalty: 2826.093994
	Iteration 0F: 3 clusters Score -604343.8 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -605616.562500 Penalty: 2826.093994
	Iteration 1F: 3 clusters Score -605616.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -605797.937500 Penalty: 2826.093994
	Iteration 2F: 3 clusters Score -605797.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -605984.000000 Penalty: 2826.093994
	Iteration 3F: 3 clusters Score -605984 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -606248.875000 Penalty: 2826.093994
	Iteration 4F: 3 clusters Score -606248.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -606658.625000 Penalty: 2826.093994
	Iteration 5F: 3 clusters Score -606658.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -607247.125000 Penalty: 2826.093994
	Iteration 6F: 3 clusters Score -607247.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -607796.562500 Penalty: 2826.093994
	Iteration 7F: 3 clusters Score -607796.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -608182.125000 Penalty: 2826.093994
	Iteration 8F: 3 clusters Score -608182.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -608425.937500 Penalty: 2826.093994
	Iteration 9Q: 3 clusters Score -608425.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -608562.937500 Penalty: 2826.093994
	Iteration 10Q: 3 clusters Score -608562.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -608633.937500 Penalty: 2826.093994
	Iteration 11Q: 3 clusters Score -608633.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -608667.625000 Penalty: 2826.093994
	Iteration 12Q: 3 clusters Score -608667.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -608685.062500 Penalty: 2826.093994
	Iteration 13Q: 3 clusters Score -608685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -608703.250000 Penalty: 2826.093994
	Iteration 14Q: 3 clusters Score -608703.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -608713.562500 Penalty: 2826.093994
	Iteration 15Q: 3 clusters Score -608713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -608716.687500 Penalty: 2826.093994
	Iteration 16Q: 3 clusters Score -608716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -608716.625000 Penalty: 2826.093994
	Iteration 17Q: 3 clusters Score -608716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -608720.937500 Penalty: 2826.093994
	Iteration 18Q: 3 clusters Score -608720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -608721.187500 Penalty: 2826.093994
	Iteration 19Q: 3 clusters Score -608721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -608720.812500 Penalty: 2826.093994
	Iteration 20F: 3 clusters Score -608720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -608722.250000 Penalty: 2826.093994
	Iteration 21Q: 3 clusters Score -608722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -608725.437500 Penalty: 2826.093994
	Iteration 22Q: 3 clusters Score -608725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -608725.437500 Penalty: 2826.093994
	Iteration 23F: 3 clusters Score -608725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Entering Unmasked Estep 
Score: -1109764.625000 Penalty: 1506.577637
	Iteration 0F: 2 clusters Score -1109765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1102204.250000 Penalty: 3013.155273
	Iteration 0F: 3 clusters Score -1102204 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1104607.125000 Penalty: 3013.155273
	Iteration 1F: 3 clusters Score -1104607 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1104893.250000 Penalty: 3013.155273
	Iteration 2F: 3 clusters Score -1104893 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1105133.875000 Penalty: 3013.155273
	Iteration 3F: 3 clusters Score -1105134 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1105373.500000 Penalty: 3013.155273
	Iteration 4Q: 3 clusters Score -1105374 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1105621.625000 Penalty: 3013.155273
	Iteration 5Q: 3 clusters Score -1105622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1105880.500000 Penalty: 3013.155273
	Iteration 6Q: 3 clusters Score -1105880 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1106172.000000 Penalty: 3013.155273
	Iteration 7Q: 3 clusters Score -1106172 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1106486.625000 Penalty: 3013.155273
	Iteration 8Q: 3 clusters Score -1106487 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1106763.500000 Penalty: 3013.155273
	Iteration 9Q: 3 clusters Score -1106764 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1107006.500000 Penalty: 3013.155273
	Iteration 10Q: 3 clusters Score -1107006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1107203.250000 Penalty: 3013.155273
	Iteration 11Q: 3 clusters Score -1107203 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1107375.125000 Penalty: 3013.155273
	Iteration 12Q: 3 clusters Score -1107375 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1107524.250000 Penalty: 3013.155273
	Iteration 13Q: 3 clusters Score -1107524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1107639.500000 Penalty: 3013.155273
	Iteration 14Q: 3 clusters Score -1107640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1107730.000000 Penalty: 3013.155273
	Iteration 15Q: 3 clusters Score -1107730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1107808.750000 Penalty: 3013.155273
	Iteration 16Q: 3 clusters Score -1107809 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1107881.500000 Penalty: 3013.155273
	Iteration 17Q: 3 clusters Score -1107882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1107951.125000 Penalty: 3013.155273
	Iteration 18Q: 3 clusters Score -1107951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1108014.000000 Penalty: 3013.155273
	Iteration 19Q: 3 clusters Score -1108014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1108076.125000 Penalty: 3013.155273
	Iteration 20F: 3 clusters Score -1108076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1108126.250000 Penalty: 3013.155273
	Iteration 21Q: 3 clusters Score -1108126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1108168.750000 Penalty: 3013.155273
	Iteration 22Q: 3 clusters Score -1108169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1108207.000000 Penalty: 3013.155273
	Iteration 23Q: 3 clusters Score -1108207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1108244.250000 Penalty: 3013.155273
	Iteration 24Q: 3 clusters Score -1108244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1108295.750000 Penalty: 3013.155273
	Iteration 25Q: 3 clusters Score -1108296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1108333.875000 Penalty: 3013.155273
	Iteration 26Q: 3 clusters Score -1108334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1108361.500000 Penalty: 3013.155273
	Iteration 27Q: 3 clusters Score -1108362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1108384.875000 Penalty: 3013.155273
	Iteration 28Q: 3 clusters Score -1108385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1108412.375000 Penalty: 3013.155273
	Iteration 29Q: 3 clusters Score -1108412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1108439.000000 Penalty: 3013.155273
	Iteration 30Q: 3 clusters Score -1108439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1108473.625000 Penalty: 3013.155273
	Iteration 31Q: 3 clusters Score -1108474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1108490.250000 Penalty: 3013.155273
	Iteration 32Q: 3 clusters Score -1108490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1108499.125000 Penalty: 3013.155273
	Iteration 33Q: 3 clusters Score -1108499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1108509.000000 Penalty: 3013.155273
	Iteration 34Q: 3 clusters Score -1108509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1108516.625000 Penalty: 3013.155273
	Iteration 35Q: 3 clusters Score -1108517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1108521.625000 Penalty: 3013.155273
	Iteration 36Q: 3 clusters Score -1108522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1108526.625000 Penalty: 3013.155273
	Iteration 37Q: 3 clusters Score -1108527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1108529.625000 Penalty: 3013.155273
	Iteration 38Q: 3 clusters Score -1108530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1108534.750000 Penalty: 3013.155273
	Iteration 39Q: 3 clusters Score -1108535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1108535.625000 Penalty: 3013.155273
	Iteration 40F: 3 clusters Score -1108536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1108536.125000 Penalty: 3013.155273
	Iteration 41Q: 3 clusters Score -1108536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1108537.750000 Penalty: 3013.155273
	Iteration 42Q: 3 clusters Score -1108538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1108537.750000 Penalty: 3013.155273
	Iteration 43F: 3 clusters Score -1108538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (254968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254968 members 
Entering Unmasked Estep 
Score: -27076004.000000 Penalty: 2022.945190
	Iteration 0F: 2 clusters Score -2.7076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -26911458.000000 Penalty: 4045.890381
	Iteration 0F: 3 clusters Score -2.691146e+07 nChanged 123944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -26987234.000000 Penalty: 4045.890381
	Iteration 1F: 3 clusters Score -2.698723e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -26990548.000000 Penalty: 4045.890381
	Iteration 2Q: 3 clusters Score -2.699055e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -26996208.000000 Penalty: 4045.890381
	Iteration 3F: 3 clusters Score -2.699621e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -27005648.000000 Penalty: 4045.890381
	Iteration 4F: 3 clusters Score -2.700565e+07 nChanged 18574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182549 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -27018842.000000 Penalty: 4045.890381
	Iteration 5F: 3 clusters Score -2.701884e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -27033638.000000 Penalty: 4045.890381
	Iteration 6F: 3 clusters Score -2.703364e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209435 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -27046362.000000 Penalty: 4045.890381
	Iteration 7F: 3 clusters Score -2.704636e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -27054802.000000 Penalty: 4045.890381
	Iteration 8Q: 3 clusters Score -2.70548e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222264 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -27059704.000000 Penalty: 4045.890381
	Iteration 9Q: 3 clusters Score -2.70597e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226157 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -27062576.000000 Penalty: 4045.890381
	Iteration 10Q: 3 clusters Score -2.706258e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -27064726.000000 Penalty: 4045.890381
	Iteration 11Q: 3 clusters Score -2.706473e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232504 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -27066498.000000 Penalty: 4045.890381
	Iteration 12Q: 3 clusters Score -2.70665e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235235 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -27068452.000000 Penalty: 4045.890381
	Iteration 13Q: 3 clusters Score -2.706845e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237615 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -27069730.000000 Penalty: 4045.890381
	Iteration 14Q: 3 clusters Score -2.706973e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239722 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -27071114.000000 Penalty: 4045.890381
	Iteration 15Q: 3 clusters Score -2.707111e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241518 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -27072198.000000 Penalty: 4045.890381
	Iteration 16Q: 3 clusters Score -2.70722e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243065 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -27073424.000000 Penalty: 4045.890381
	Iteration 17Q: 3 clusters Score -2.707342e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244461 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -27074456.000000 Penalty: 4045.890381
	Iteration 18Q: 3 clusters Score -2.707446e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245676 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -27075284.000000 Penalty: 4045.890381
	Iteration 19Q: 3 clusters Score -2.707528e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246745 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -27075750.000000 Penalty: 4045.890381
	Iteration 20F: 3 clusters Score -2.707575e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247637 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -27076172.000000 Penalty: 4045.890381
	Iteration 21Q: 3 clusters Score -2.707617e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248360 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -27076394.000000 Penalty: 4045.890381
	Iteration 22Q: 3 clusters Score -2.707639e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248952 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -27076508.000000 Penalty: 4045.890381
	Iteration 23Q: 3 clusters Score -2.707651e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249475 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -27076592.000000 Penalty: 4045.890381
	Iteration 24Q: 3 clusters Score -2.707659e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249884 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -27076636.000000 Penalty: 4045.890381
	Iteration 25Q: 3 clusters Score -2.707664e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250236 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -27076712.000000 Penalty: 4045.890381
	Iteration 26Q: 3 clusters Score -2.707671e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250531 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -27076746.000000 Penalty: 4045.890381
	Iteration 27Q: 3 clusters Score -2.707675e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250782 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -27076738.000000 Penalty: 4045.890381
	Iteration 28Q: 3 clusters Score -2.707674e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251009 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -27076666.000000 Penalty: 4045.890381
	Iteration 29Q: 3 clusters Score -2.707667e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251191 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -27076580.000000 Penalty: 4045.890381
	Iteration 30Q: 3 clusters Score -2.707658e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251337 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -27076492.000000 Penalty: 4045.890381
	Iteration 31Q: 3 clusters Score -2.707649e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251475 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -27076446.000000 Penalty: 4045.890381
	Iteration 32Q: 3 clusters Score -2.707645e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251589 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -27076416.000000 Penalty: 4045.890381
	Iteration 33Q: 3 clusters Score -2.707642e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251691 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -27076376.000000 Penalty: 4045.890381
	Iteration 34Q: 3 clusters Score -2.707638e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251783 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -27076318.000000 Penalty: 4045.890381
	Iteration 35Q: 3 clusters Score -2.707632e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251860 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -27076276.000000 Penalty: 4045.890381
	Iteration 36Q: 3 clusters Score -2.707628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251922 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -27076242.000000 Penalty: 4045.890381
	Iteration 37Q: 3 clusters Score -2.707624e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251981 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -27076214.000000 Penalty: 4045.890381
	Iteration 38Q: 3 clusters Score -2.707621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252039 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -27076184.000000 Penalty: 4045.890381
	Iteration 39Q: 3 clusters Score -2.707618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252082 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -27076194.000000 Penalty: 4045.890381
	Iteration 40F: 3 clusters Score -2.707619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252127 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -27076170.000000 Penalty: 4045.890381
	Iteration 41Q: 3 clusters Score -2.707617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252164 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -27076194.000000 Penalty: 4045.890381
	Iteration 42Q: 3 clusters Score -2.707619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252193 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -27076152.000000 Penalty: 4045.890381
	Iteration 43Q: 3 clusters Score -2.707615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252225 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -27076134.000000 Penalty: 4045.890381
	Iteration 44Q: 3 clusters Score -2.707613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252253 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -27076142.000000 Penalty: 4045.890381
	Iteration 45Q: 3 clusters Score -2.707614e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252290 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -27076146.000000 Penalty: 4045.890381
	Iteration 46Q: 3 clusters Score -2.707615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252320 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -27076146.000000 Penalty: 4045.890381
	Iteration 47Q: 3 clusters Score -2.707615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252352 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -27076134.000000 Penalty: 4045.890381
	Iteration 48Q: 3 clusters Score -2.707613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252377 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -27076118.000000 Penalty: 4045.890381
	Iteration 49Q: 3 clusters Score -2.707612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252392 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -27076138.000000 Penalty: 4045.890381
	Iteration 50Q: 3 clusters Score -2.707614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252407 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -27076142.000000 Penalty: 4045.890381
	Iteration 51Q: 3 clusters Score -2.707614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252418 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -27076144.000000 Penalty: 4045.890381
	Iteration 52Q: 3 clusters Score -2.707614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252425 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -27076136.000000 Penalty: 4045.890381
	Iteration 53Q: 3 clusters Score -2.707614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252432 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -27076134.000000 Penalty: 4045.890381
	Iteration 54Q: 3 clusters Score -2.707613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252438 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -27076154.000000 Penalty: 4045.890381
	Iteration 55Q: 3 clusters Score -2.707615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252441 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -27076148.000000 Penalty: 4045.890381
	Iteration 56Q: 3 clusters Score -2.707615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252441 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -27076148.000000 Penalty: 4045.890381
	Iteration 57F: 3 clusters Score -2.707615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 62830 members 
Mstep: Class 3 contains 23523 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 252441 members 
Mstep: Class 7 contains 15878 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 57975 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155302 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 158066 members 
Entering Unmasked Estep 
Score: -84481552.000000 Penalty: 44211.253906
Splitting cluster 6 changes total score from -84481632.000000 to -84481552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Entering Unmasked Estep 
Score: -1685521.625000 Penalty: 1571.812012
	Iteration 0F: 2 clusters Score -1685522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1674459.625000 Penalty: 3143.624023
	Iteration 0F: 3 clusters Score -1674460 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1678357.875000 Penalty: 3143.624023
	Iteration 1F: 3 clusters Score -1678358 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1678777.625000 Penalty: 3143.624023
	Iteration 2F: 3 clusters Score -1678778 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1679440.125000 Penalty: 3143.624023
	Iteration 3F: 3 clusters Score -1679440 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1680410.750000 Penalty: 3143.624023
	Iteration 4F: 3 clusters Score -1680411 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1681486.875000 Penalty: 3143.624023
	Iteration 5F: 3 clusters Score -1681487 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1682486.500000 Penalty: 3143.624023
	Iteration 6F: 3 clusters Score -1682486 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1683214.000000 Penalty: 3143.624023
	Iteration 7F: 3 clusters Score -1683214 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1683782.875000 Penalty: 3143.624023
	Iteration 8Q: 3 clusters Score -1683783 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1684179.250000 Penalty: 3143.624023
	Iteration 9Q: 3 clusters Score -1684179 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1684348.000000 Penalty: 3143.624023
	Iteration 10Q: 3 clusters Score -1684348 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1684411.625000 Penalty: 3143.624023
	Iteration 11Q: 3 clusters Score -1684412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1684454.625000 Penalty: 3143.624023
	Iteration 12Q: 3 clusters Score -1684455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1684479.125000 Penalty: 3143.624023
	Iteration 13Q: 3 clusters Score -1684479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1684496.000000 Penalty: 3143.624023
	Iteration 14Q: 3 clusters Score -1684496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1684508.250000 Penalty: 3143.624023
	Iteration 15Q: 3 clusters Score -1684508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1684519.750000 Penalty: 3143.624023
	Iteration 16Q: 3 clusters Score -1684520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1684536.750000 Penalty: 3143.624023
	Iteration 17Q: 3 clusters Score -1684537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1684540.000000 Penalty: 3143.624023
	Iteration 18Q: 3 clusters Score -1684540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1684550.750000 Penalty: 3143.624023
	Iteration 19Q: 3 clusters Score -1684551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1684558.750000 Penalty: 3143.624023
	Iteration 20F: 3 clusters Score -1684559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1684570.750000 Penalty: 3143.624023
	Iteration 21Q: 3 clusters Score -1684571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1684576.875000 Penalty: 3143.624023
	Iteration 22Q: 3 clusters Score -1684577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1684586.000000 Penalty: 3143.624023
	Iteration 23Q: 3 clusters Score -1684586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1684591.625000 Penalty: 3143.624023
	Iteration 24Q: 3 clusters Score -1684592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1684591.625000 Penalty: 3143.624023
	Iteration 25Q: 3 clusters Score -1684592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1684595.125000 Penalty: 3143.624023
	Iteration 26Q: 3 clusters Score -1684595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1684597.500000 Penalty: 3143.624023
	Iteration 27Q: 3 clusters Score -1684598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1684598.750000 Penalty: 3143.624023
	Iteration 28Q: 3 clusters Score -1684599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1684601.250000 Penalty: 3143.624023
	Iteration 29Q: 3 clusters Score -1684601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1684603.625000 Penalty: 3143.624023
	Iteration 30Q: 3 clusters Score -1684604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1684607.625000 Penalty: 3143.624023
	Iteration 31Q: 3 clusters Score -1684608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1684609.750000 Penalty: 3143.624023
	Iteration 32Q: 3 clusters Score -1684610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1684613.000000 Penalty: 3143.624023
	Iteration 33Q: 3 clusters Score -1684613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1684615.125000 Penalty: 3143.624023
	Iteration 34Q: 3 clusters Score -1684615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1684619.000000 Penalty: 3143.624023
	Iteration 35Q: 3 clusters Score -1684619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1684619.875000 Penalty: 3143.624023
	Iteration 36Q: 3 clusters Score -1684620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1684623.375000 Penalty: 3143.624023
	Iteration 37Q: 3 clusters Score -1684623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1684627.875000 Penalty: 3143.624023
	Iteration 38Q: 3 clusters Score -1684628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1684625.375000 Penalty: 3143.624023
	Iteration 39Q: 3 clusters Score -1684625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1684625.250000 Penalty: 3143.624023
	Iteration 40F: 3 clusters Score -1684625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -12040.910156 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -12040.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11522.180664 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -11522.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11642.562500 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -11642.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11704.012695 Penalty: 1626.282593
	Iteration 2F: 3 clusters Score -11704.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11710.394531 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -11710.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11719.766602 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -11719.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11719.766602 Penalty: 1626.282593
	Iteration 5F: 3 clusters Score -11719.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Entering Unmasked Estep 
Score: -1334250.250000 Penalty: 1535.482300
	Iteration 0F: 2 clusters Score -1334250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1325467.500000 Penalty: 3070.964600
	Iteration 0F: 3 clusters Score -1325468 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1328519.500000 Penalty: 3070.964600
	Iteration 1F: 3 clusters Score -1328520 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1329038.500000 Penalty: 3070.964600
	Iteration 2F: 3 clusters Score -1329038 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1329653.875000 Penalty: 3070.964600
	Iteration 3F: 3 clusters Score -1329654 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1330295.500000 Penalty: 3070.964600
	Iteration 4F: 3 clusters Score -1330296 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1330891.625000 Penalty: 3070.964600
	Iteration 5F: 3 clusters Score -1330892 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1331471.750000 Penalty: 3070.964600
	Iteration 6F: 3 clusters Score -1331472 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1332002.750000 Penalty: 3070.964600
	Iteration 7F: 3 clusters Score -1332003 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1332442.750000 Penalty: 3070.964600
	Iteration 8Q: 3 clusters Score -1332443 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1332749.750000 Penalty: 3070.964600
	Iteration 9Q: 3 clusters Score -1332750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1332945.125000 Penalty: 3070.964600
	Iteration 10Q: 3 clusters Score -1332945 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1333064.125000 Penalty: 3070.964600
	Iteration 11Q: 3 clusters Score -1333064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1333160.250000 Penalty: 3070.964600
	Iteration 12Q: 3 clusters Score -1333160 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1333240.875000 Penalty: 3070.964600
	Iteration 13Q: 3 clusters Score -1333241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1333310.000000 Penalty: 3070.964600
	Iteration 14Q: 3 clusters Score -1333310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1333386.500000 Penalty: 3070.964600
	Iteration 15Q: 3 clusters Score -1333386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1333439.250000 Penalty: 3070.964600
	Iteration 16Q: 3 clusters Score -1333439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1333467.375000 Penalty: 3070.964600
	Iteration 17Q: 3 clusters Score -1333467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1333497.125000 Penalty: 3070.964600
	Iteration 18Q: 3 clusters Score -1333497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1333515.125000 Penalty: 3070.964600
	Iteration 19Q: 3 clusters Score -1333515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1333533.125000 Penalty: 3070.964600
	Iteration 20F: 3 clusters Score -1333533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1333542.375000 Penalty: 3070.964600
	Iteration 21Q: 3 clusters Score -1333542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1333549.000000 Penalty: 3070.964600
	Iteration 22Q: 3 clusters Score -1333549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1333550.000000 Penalty: 3070.964600
	Iteration 23Q: 3 clusters Score -1333550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1333550.000000 Penalty: 3070.964600
	Iteration 24Q: 3 clusters Score -1333550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1333554.625000 Penalty: 3070.964600
	Iteration 25Q: 3 clusters Score -1333555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1333559.000000 Penalty: 3070.964600
	Iteration 26Q: 3 clusters Score -1333559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1333559.250000 Penalty: 3070.964600
	Iteration 27Q: 3 clusters Score -1333559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1333559.125000 Penalty: 3070.964600
	Iteration 28Q: 3 clusters Score -1333559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1333564.500000 Penalty: 3070.964600
	Iteration 29Q: 3 clusters Score -1333564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1333568.125000 Penalty: 3070.964600
	Iteration 30Q: 3 clusters Score -1333568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1333572.000000 Penalty: 3070.964600
	Iteration 31Q: 3 clusters Score -1333572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1333573.750000 Penalty: 3070.964600
	Iteration 32Q: 3 clusters Score -1333574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1333574.000000 Penalty: 3070.964600
	Iteration 33Q: 3 clusters Score -1333574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1333574.250000 Penalty: 3070.964600
	Iteration 34Q: 3 clusters Score -1333574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1333574.250000 Penalty: 3070.964600
	Iteration 35Q: 3 clusters Score -1333574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1333577.875000 Penalty: 3070.964600
	Iteration 36Q: 3 clusters Score -1333578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1333576.375000 Penalty: 3070.964600
	Iteration 37Q: 3 clusters Score -1333576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1333575.250000 Penalty: 3070.964600
	Iteration 38Q: 3 clusters Score -1333575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1333576.750000 Penalty: 3070.964600
	Iteration 39Q: 3 clusters Score -1333577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1333576.750000 Penalty: 3070.964600
	Iteration 40F: 3 clusters Score -1333577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Entering Unmasked Estep 
Score: -6058146.000000 Penalty: 1782.262085
	Iteration 0F: 2 clusters Score -6058146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -6019292.000000 Penalty: 3564.524170
	Iteration 0F: 3 clusters Score -6019292 nChanged 27428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6034904.000000 Penalty: 3564.524170
	Iteration 1F: 3 clusters Score -6034904 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -6035576.500000 Penalty: 3564.524170
	Iteration 2Q: 3 clusters Score -6035576 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -6036373.500000 Penalty: 3564.524170
	Iteration 3Q: 3 clusters Score -6036374 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -6037522.000000 Penalty: 3564.524170
	Iteration 4Q: 3 clusters Score -6037522 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -6039206.500000 Penalty: 3564.524170
	Iteration 5F: 3 clusters Score -6039206 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -6041578.500000 Penalty: 3564.524170
	Iteration 6F: 3 clusters Score -6041578 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6044392.500000 Penalty: 3564.524170
	Iteration 7F: 3 clusters Score -6044392 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -6047658.500000 Penalty: 3564.524170
	Iteration 8F: 3 clusters Score -6047658 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6050528.500000 Penalty: 3564.524170
	Iteration 9F: 3 clusters Score -6050528 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -6052646.500000 Penalty: 3564.524170
	Iteration 10Q: 3 clusters Score -6052646 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6054076.500000 Penalty: 3564.524170
	Iteration 11Q: 3 clusters Score -6054076 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -6055052.500000 Penalty: 3564.524170
	Iteration 12Q: 3 clusters Score -6055052 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6055522.500000 Penalty: 3564.524170
	Iteration 13Q: 3 clusters Score -6055522 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -6055822.000000 Penalty: 3564.524170
	Iteration 14Q: 3 clusters Score -6055822 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -6056087.000000 Penalty: 3564.524170
	Iteration 15Q: 3 clusters Score -6056087 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6056295.500000 Penalty: 3564.524170
	Iteration 16Q: 3 clusters Score -6056296 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -6056474.500000 Penalty: 3564.524170
	Iteration 17Q: 3 clusters Score -6056474 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -6056579.000000 Penalty: 3564.524170
	Iteration 18Q: 3 clusters Score -6056579 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -6056684.500000 Penalty: 3564.524170
	Iteration 19Q: 3 clusters Score -6056684 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -6056748.000000 Penalty: 3564.524170
	Iteration 20F: 3 clusters Score -6056748 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6056810.000000 Penalty: 3564.524170
	Iteration 21Q: 3 clusters Score -6056810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -6056834.000000 Penalty: 3564.524170
	Iteration 22Q: 3 clusters Score -6056834 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6056887.500000 Penalty: 3564.524170
	Iteration 23Q: 3 clusters Score -6056888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -6056918.000000 Penalty: 3564.524170
	Iteration 24Q: 3 clusters Score -6056918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6056936.500000 Penalty: 3564.524170
	Iteration 25Q: 3 clusters Score -6056936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6056953.000000 Penalty: 3564.524170
	Iteration 26Q: 3 clusters Score -6056953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6056972.000000 Penalty: 3564.524170
	Iteration 27Q: 3 clusters Score -6056972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -6056989.500000 Penalty: 3564.524170
	Iteration 28Q: 3 clusters Score -6056990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -6057002.500000 Penalty: 3564.524170
	Iteration 29Q: 3 clusters Score -6057002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -6057026.500000 Penalty: 3564.524170
	Iteration 30Q: 3 clusters Score -6057026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -6057029.500000 Penalty: 3564.524170
	Iteration 31Q: 3 clusters Score -6057030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6057033.500000 Penalty: 3564.524170
	Iteration 32Q: 3 clusters Score -6057034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6057041.000000 Penalty: 3564.524170
	Iteration 33Q: 3 clusters Score -6057041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -6057063.500000 Penalty: 3564.524170
	Iteration 34Q: 3 clusters Score -6057064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -6057074.500000 Penalty: 3564.524170
	Iteration 35Q: 3 clusters Score -6057074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -6057081.000000 Penalty: 3564.524170
	Iteration 36Q: 3 clusters Score -6057081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -6057073.000000 Penalty: 3564.524170
	Iteration 37Q: 3 clusters Score -6057073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -6057084.500000 Penalty: 3564.524170
	Iteration 38Q: 3 clusters Score -6057084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -6057075.500000 Penalty: 3564.524170
	Iteration 39Q: 3 clusters Score -6057076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -6057079.000000 Penalty: 3564.524170
	Iteration 40F: 3 clusters Score -6057079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6057090.000000 Penalty: 3564.524170
	Iteration 41Q: 3 clusters Score -6057090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -6057087.500000 Penalty: 3564.524170
	Iteration 42Q: 3 clusters Score -6057088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -6057089.000000 Penalty: 3564.524170
	Iteration 43Q: 3 clusters Score -6057089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -6057095.000000 Penalty: 3564.524170
	Iteration 44Q: 3 clusters Score -6057095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -6057081.500000 Penalty: 3564.524170
	Iteration 45Q: 3 clusters Score -6057082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -6057082.000000 Penalty: 3564.524170
	Iteration 46Q: 3 clusters Score -6057082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -6057074.000000 Penalty: 3564.524170
	Iteration 47Q: 3 clusters Score -6057074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6057076.000000 Penalty: 3564.524170
	Iteration 48Q: 3 clusters Score -6057076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -6057089.500000 Penalty: 3564.524170
	Iteration 49Q: 3 clusters Score -6057090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -6057096.000000 Penalty: 3564.524170
	Iteration 50Q: 3 clusters Score -6057096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -6057095.000000 Penalty: 3564.524170
	Iteration 51Q: 3 clusters Score -6057095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -6057086.000000 Penalty: 3564.524170
	Iteration 52Q: 3 clusters Score -6057086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -6057095.000000 Penalty: 3564.524170
	Iteration 53Q: 3 clusters Score -6057095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -6057092.000000 Penalty: 3564.524170
	Iteration 54Q: 3 clusters Score -6057092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -6057092.000000 Penalty: 3564.524170
	Iteration 55Q: 3 clusters Score -6057092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -6057088.500000 Penalty: 3564.524170
	Iteration 56Q: 3 clusters Score -6057088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -6057094.500000 Penalty: 3564.524170
	Iteration 57Q: 3 clusters Score -6057094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -6057093.500000 Penalty: 3564.524170
	Iteration 58Q: 3 clusters Score -6057094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -6057094.500000 Penalty: 3564.524170
	Iteration 59Q: 3 clusters Score -6057094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -6057092.000000 Penalty: 3564.524170
	Iteration 60F: 3 clusters Score -6057092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -6057091.500000 Penalty: 3564.524170
	Iteration 61Q: 3 clusters Score -6057092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -6057091.000000 Penalty: 3564.524170
	Iteration 62Q: 3 clusters Score -6057091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6057086.000000 Penalty: 3564.524170
	Iteration 63Q: 3 clusters Score -6057086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6057094.000000 Penalty: 3564.524170
	Iteration 64Q: 3 clusters Score -6057094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -6057097.500000 Penalty: 3564.524170
	Iteration 65Q: 3 clusters Score -6057098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -6057102.500000 Penalty: 3564.524170
	Iteration 66Q: 3 clusters Score -6057102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -6057107.000000 Penalty: 3564.524170
	Iteration 67Q: 3 clusters Score -6057107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -6057100.000000 Penalty: 3564.524170
	Iteration 68Q: 3 clusters Score -6057100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -6057101.500000 Penalty: 3564.524170
	Iteration 69Q: 3 clusters Score -6057102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6057103.500000 Penalty: 3564.524170
	Iteration 70Q: 3 clusters Score -6057104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -6057108.000000 Penalty: 3564.524170
	Iteration 71Q: 3 clusters Score -6057108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -6057112.000000 Penalty: 3564.524170
	Iteration 72Q: 3 clusters Score -6057112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -6057113.500000 Penalty: 3564.524170
	Iteration 73Q: 3 clusters Score -6057114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -6057111.000000 Penalty: 3564.524170
	Iteration 74Q: 3 clusters Score -6057111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -6057113.500000 Penalty: 3564.524170
	Iteration 75Q: 3 clusters Score -6057114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -6057109.000000 Penalty: 3564.524170
	Iteration 76Q: 3 clusters Score -6057109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -6057109.500000 Penalty: 3564.524170
	Iteration 77Q: 3 clusters Score -6057110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -6057107.500000 Penalty: 3564.524170
	Iteration 78Q: 3 clusters Score -6057108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -6057108.500000 Penalty: 3564.524170
	Iteration 79Q: 3 clusters Score -6057108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -6057107.000000 Penalty: 3564.524170
	Iteration 80F: 3 clusters Score -6057107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -6057110.000000 Penalty: 3564.524170
	Iteration 81Q: 3 clusters Score -6057110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -6057106.500000 Penalty: 3564.524170
	Iteration 82Q: 3 clusters Score -6057106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -6057104.500000 Penalty: 3564.524170
	Iteration 83Q: 3 clusters Score -6057104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -6057101.000000 Penalty: 3564.524170
	Iteration 84Q: 3 clusters Score -6057101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -6057113.000000 Penalty: 3564.524170
	Iteration 85Q: 3 clusters Score -6057113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -6057111.500000 Penalty: 3564.524170
	Iteration 86Q: 3 clusters Score -6057112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6057106.000000 Penalty: 3564.524170
	Iteration 87Q: 3 clusters Score -6057106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -6057106.000000 Penalty: 3564.524170
	Iteration 88Q: 3 clusters Score -6057106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6057105.500000 Penalty: 3564.524170
	Iteration 89Q: 3 clusters Score -6057106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -6057106.000000 Penalty: 3564.524170
	Iteration 90Q: 3 clusters Score -6057106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -6057105.500000 Penalty: 3564.524170
	Iteration 91Q: 3 clusters Score -6057106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -6057105.500000 Penalty: 3564.524170
	Iteration 92F: 3 clusters Score -6057106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -334141.312500 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -334141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331207.937500 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -331207.9 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -331936.031250 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -331936 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -332094.031250 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -332094 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -332224.125000 Penalty: 2639.094727
	Iteration 3F: 3 clusters Score -332224.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332311.937500 Penalty: 2639.094727
	Iteration 4Q: 3 clusters Score -332311.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -332384.093750 Penalty: 2639.094727
	Iteration 5Q: 3 clusters Score -332384.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -332430.812500 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -332430.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -332486.750000 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -332486.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -332536.875000 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -332536.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -332595.437500 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -332595.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -332672.781250 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -332672.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -332741.468750 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -332741.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -332807.062500 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -332807.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -332874.750000 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -332874.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -332960.125000 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -332960.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -333041.625000 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -333041.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -333097.875000 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -333097.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -333138.156250 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -333138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -333172.718750 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -333172.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -333193.593750 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -333193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -333212.625000 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -333212.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -333226.593750 Penalty: 2639.094727
	Iteration 21Q: 3 clusters Score -333226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -333235.531250 Penalty: 2639.094727
	Iteration 22Q: 3 clusters Score -333235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -333241.312500 Penalty: 2639.094727
	Iteration 23Q: 3 clusters Score -333241.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -333249.625000 Penalty: 2639.094727
	Iteration 24Q: 3 clusters Score -333249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -333252.937500 Penalty: 2639.094727
	Iteration 25Q: 3 clusters Score -333252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -333253.625000 Penalty: 2639.094727
	Iteration 26Q: 3 clusters Score -333253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -333255.031250 Penalty: 2639.094727
	Iteration 27Q: 3 clusters Score -333255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -333256.437500 Penalty: 2639.094727
	Iteration 28Q: 3 clusters Score -333256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -333256.906250 Penalty: 2639.094727
	Iteration 29Q: 3 clusters Score -333256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -333256.562500 Penalty: 2639.094727
	Iteration 30Q: 3 clusters Score -333256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -333256.562500 Penalty: 2639.094727
	Iteration 31F: 3 clusters Score -333256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Entering Unmasked Estep 
Score: -2276211.250000 Penalty: 1623.052002
	Iteration 0F: 2 clusters Score -2276211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2261394.500000 Penalty: 3246.104004
	Iteration 0F: 3 clusters Score -2261394 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2266770.750000 Penalty: 3246.104004
	Iteration 1F: 3 clusters Score -2266771 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2267121.000000 Penalty: 3246.104004
	Iteration 2Q: 3 clusters Score -2267121 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2267472.250000 Penalty: 3246.104004
	Iteration 3Q: 3 clusters Score -2267472 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2267822.750000 Penalty: 3246.104004
	Iteration 4Q: 3 clusters Score -2267823 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2268265.250000 Penalty: 3246.104004
	Iteration 5Q: 3 clusters Score -2268265 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2268819.000000 Penalty: 3246.104004
	Iteration 6Q: 3 clusters Score -2268819 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2269499.750000 Penalty: 3246.104004
	Iteration 7Q: 3 clusters Score -2269500 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2270257.250000 Penalty: 3246.104004
	Iteration 8F: 3 clusters Score -2270257 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2271085.750000 Penalty: 3246.104004
	Iteration 9F: 3 clusters Score -2271086 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2271844.000000 Penalty: 3246.104004
	Iteration 10Q: 3 clusters Score -2271844 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2272470.750000 Penalty: 3246.104004
	Iteration 11Q: 3 clusters Score -2272471 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2272970.500000 Penalty: 3246.104004
	Iteration 12Q: 3 clusters Score -2272970 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2273324.000000 Penalty: 3246.104004
	Iteration 13Q: 3 clusters Score -2273324 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2273570.750000 Penalty: 3246.104004
	Iteration 14Q: 3 clusters Score -2273571 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2273756.750000 Penalty: 3246.104004
	Iteration 15Q: 3 clusters Score -2273757 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2273927.250000 Penalty: 3246.104004
	Iteration 16Q: 3 clusters Score -2273927 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2274073.000000 Penalty: 3246.104004
	Iteration 17Q: 3 clusters Score -2274073 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2274193.750000 Penalty: 3246.104004
	Iteration 18Q: 3 clusters Score -2274194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2274305.750000 Penalty: 3246.104004
	Iteration 19Q: 3 clusters Score -2274306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2274399.750000 Penalty: 3246.104004
	Iteration 20F: 3 clusters Score -2274400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2274467.750000 Penalty: 3246.104004
	Iteration 21Q: 3 clusters Score -2274468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2274525.500000 Penalty: 3246.104004
	Iteration 22Q: 3 clusters Score -2274526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2274570.250000 Penalty: 3246.104004
	Iteration 23Q: 3 clusters Score -2274570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2274619.000000 Penalty: 3246.104004
	Iteration 24Q: 3 clusters Score -2274619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2274662.500000 Penalty: 3246.104004
	Iteration 25Q: 3 clusters Score -2274662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2274695.750000 Penalty: 3246.104004
	Iteration 26Q: 3 clusters Score -2274696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2274724.750000 Penalty: 3246.104004
	Iteration 27Q: 3 clusters Score -2274725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2274739.750000 Penalty: 3246.104004
	Iteration 28Q: 3 clusters Score -2274740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2274757.250000 Penalty: 3246.104004
	Iteration 29Q: 3 clusters Score -2274757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2274770.500000 Penalty: 3246.104004
	Iteration 30Q: 3 clusters Score -2274770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2274779.000000 Penalty: 3246.104004
	Iteration 31Q: 3 clusters Score -2274779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2274786.750000 Penalty: 3246.104004
	Iteration 32Q: 3 clusters Score -2274787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2274796.250000 Penalty: 3246.104004
	Iteration 33Q: 3 clusters Score -2274796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2274805.750000 Penalty: 3246.104004
	Iteration 34Q: 3 clusters Score -2274806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2274812.000000 Penalty: 3246.104004
	Iteration 35Q: 3 clusters Score -2274812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2274815.250000 Penalty: 3246.104004
	Iteration 36Q: 3 clusters Score -2274815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2274823.250000 Penalty: 3246.104004
	Iteration 37Q: 3 clusters Score -2274823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2274828.000000 Penalty: 3246.104004
	Iteration 38Q: 3 clusters Score -2274828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2274829.250000 Penalty: 3246.104004
	Iteration 39Q: 3 clusters Score -2274829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2274832.250000 Penalty: 3246.104004
	Iteration 40F: 3 clusters Score -2274832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2274834.750000 Penalty: 3246.104004
	Iteration 41Q: 3 clusters Score -2274835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2274839.500000 Penalty: 3246.104004
	Iteration 42Q: 3 clusters Score -2274840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2274842.250000 Penalty: 3246.104004
	Iteration 43Q: 3 clusters Score -2274842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2274842.000000 Penalty: 3246.104004
	Iteration 44Q: 3 clusters Score -2274842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2274844.500000 Penalty: 3246.104004
	Iteration 45Q: 3 clusters Score -2274844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2274853.750000 Penalty: 3246.104004
	Iteration 46Q: 3 clusters Score -2274854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2274857.000000 Penalty: 3246.104004
	Iteration 47Q: 3 clusters Score -2274857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2274860.500000 Penalty: 3246.104004
	Iteration 48Q: 3 clusters Score -2274860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2274861.750000 Penalty: 3246.104004
	Iteration 49Q: 3 clusters Score -2274862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2274863.500000 Penalty: 3246.104004
	Iteration 50Q: 3 clusters Score -2274864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2274864.250000 Penalty: 3246.104004
	Iteration 51Q: 3 clusters Score -2274864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2274864.750000 Penalty: 3246.104004
	Iteration 52Q: 3 clusters Score -2274865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2274864.750000 Penalty: 3246.104004
	Iteration 53F: 3 clusters Score -2274865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1264012.250000 Penalty: 1520.265381
	Iteration 0F: 2 clusters Score -1264012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1255834.625000 Penalty: 3040.530762
	Iteration 0F: 3 clusters Score -1255835 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1258644.250000 Penalty: 3040.530762
	Iteration 1F: 3 clusters Score -1258644 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1259058.375000 Penalty: 3040.530762
	Iteration 2F: 3 clusters Score -1259058 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1259467.750000 Penalty: 3040.530762
	Iteration 3F: 3 clusters Score -1259468 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1259941.000000 Penalty: 3040.530762
	Iteration 4F: 3 clusters Score -1259941 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1260535.875000 Penalty: 3040.530762
	Iteration 5F: 3 clusters Score -1260536 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1261179.250000 Penalty: 3040.530762
	Iteration 6F: 3 clusters Score -1261179 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1261781.125000 Penalty: 3040.530762
	Iteration 7F: 3 clusters Score -1261781 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1262181.250000 Penalty: 3040.530762
	Iteration 8Q: 3 clusters Score -1262181 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1262409.250000 Penalty: 3040.530762
	Iteration 9Q: 3 clusters Score -1262409 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1262530.375000 Penalty: 3040.530762
	Iteration 10Q: 3 clusters Score -1262530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1262598.250000 Penalty: 3040.530762
	Iteration 11Q: 3 clusters Score -1262598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1262634.500000 Penalty: 3040.530762
	Iteration 12Q: 3 clusters Score -1262634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1262659.000000 Penalty: 3040.530762
	Iteration 13Q: 3 clusters Score -1262659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1262678.875000 Penalty: 3040.530762
	Iteration 14Q: 3 clusters Score -1262679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1262689.750000 Penalty: 3040.530762
	Iteration 15Q: 3 clusters Score -1262690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1262694.875000 Penalty: 3040.530762
	Iteration 16Q: 3 clusters Score -1262695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1262704.000000 Penalty: 3040.530762
	Iteration 17Q: 3 clusters Score -1262704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1262711.500000 Penalty: 3040.530762
	Iteration 18Q: 3 clusters Score -1262712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1262722.500000 Penalty: 3040.530762
	Iteration 19Q: 3 clusters Score -1262722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1262727.375000 Penalty: 3040.530762
	Iteration 20F: 3 clusters Score -1262727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1262734.125000 Penalty: 3040.530762
	Iteration 21Q: 3 clusters Score -1262734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1262738.625000 Penalty: 3040.530762
	Iteration 22Q: 3 clusters Score -1262739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1262744.000000 Penalty: 3040.530762
	Iteration 23Q: 3 clusters Score -1262744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1262749.250000 Penalty: 3040.530762
	Iteration 24Q: 3 clusters Score -1262749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1262757.250000 Penalty: 3040.530762
	Iteration 25Q: 3 clusters Score -1262757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1262760.375000 Penalty: 3040.530762
	Iteration 26Q: 3 clusters Score -1262760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1262765.375000 Penalty: 3040.530762
	Iteration 27Q: 3 clusters Score -1262765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1262770.000000 Penalty: 3040.530762
	Iteration 28Q: 3 clusters Score -1262770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1262778.000000 Penalty: 3040.530762
	Iteration 29Q: 3 clusters Score -1262778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1262780.875000 Penalty: 3040.530762
	Iteration 30Q: 3 clusters Score -1262781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1262780.375000 Penalty: 3040.530762
	Iteration 31Q: 3 clusters Score -1262780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1262780.750000 Penalty: 3040.530762
	Iteration 32Q: 3 clusters Score -1262781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1262786.250000 Penalty: 3040.530762
	Iteration 33Q: 3 clusters Score -1262786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1262787.500000 Penalty: 3040.530762
	Iteration 34Q: 3 clusters Score -1262788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1262788.750000 Penalty: 3040.530762
	Iteration 35Q: 3 clusters Score -1262789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1262786.375000 Penalty: 3040.530762
	Iteration 36Q: 3 clusters Score -1262786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1262787.500000 Penalty: 3040.530762
	Iteration 37Q: 3 clusters Score -1262788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1262790.250000 Penalty: 3040.530762
	Iteration 38Q: 3 clusters Score -1262790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1262792.000000 Penalty: 3040.530762
	Iteration 39Q: 3 clusters Score -1262792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1262792.000000 Penalty: 3040.530762
	Iteration 40F: 3 clusters Score -1262792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -13204.253906 Penalty: 832.644104
	Iteration 0F: 2 clusters Score -13204.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12578.034180 Penalty: 1665.288208
	Iteration 0F: 3 clusters Score -12578.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12659.540039 Penalty: 1665.288208
	Iteration 1F: 3 clusters Score -12659.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12693.859375 Penalty: 1665.288208
	Iteration 2Q: 3 clusters Score -12693.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12710.070312 Penalty: 1665.288208
	Iteration 3Q: 3 clusters Score -12710.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12716.539062 Penalty: 1665.288208
	Iteration 4Q: 3 clusters Score -12716.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12722.737305 Penalty: 1665.288208
	Iteration 5Q: 3 clusters Score -12722.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12733.102539 Penalty: 1665.288208
	Iteration 6Q: 3 clusters Score -12733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12749.087891 Penalty: 1665.288208
	Iteration 7Q: 3 clusters Score -12749.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12752.143555 Penalty: 1665.288208
	Iteration 8Q: 3 clusters Score -12752.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12752.899414 Penalty: 1665.288208
	Iteration 9Q: 3 clusters Score -12752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12754.802734 Penalty: 1665.288208
	Iteration 10F: 3 clusters Score -12754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12760.740234 Penalty: 1665.288208
	Iteration 11Q: 3 clusters Score -12760.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12774.625977 Penalty: 1665.288208
	Iteration 12Q: 3 clusters Score -12774.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12783.495117 Penalty: 1665.288208
	Iteration 13Q: 3 clusters Score -12783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12789.942383 Penalty: 1665.288208
	Iteration 14Q: 3 clusters Score -12789.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12790.833984 Penalty: 1665.288208
	Iteration 15Q: 3 clusters Score -12790.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12793.151367 Penalty: 1665.288208
	Iteration 16Q: 3 clusters Score -12793.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12795.314453 Penalty: 1665.288208
	Iteration 17Q: 3 clusters Score -12795.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12813.009766 Penalty: 1665.288208
	Iteration 18Q: 3 clusters Score -12813.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12815.456055 Penalty: 1665.288208
	Iteration 19Q: 3 clusters Score -12815.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12834.337891 Penalty: 1665.288208
	Iteration 20F: 3 clusters Score -12834.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12839.155273 Penalty: 1665.288208
	Iteration 21Q: 3 clusters Score -12839.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12846.475586 Penalty: 1665.288208
	Iteration 22Q: 3 clusters Score -12846.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12857.416016 Penalty: 1665.288208
	Iteration 23Q: 3 clusters Score -12857.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12863.938477 Penalty: 1665.288208
	Iteration 24Q: 3 clusters Score -12863.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12865.058594 Penalty: 1665.288208
	Iteration 25Q: 3 clusters Score -12865.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12867.323242 Penalty: 1665.288208
	Iteration 26Q: 3 clusters Score -12867.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12867.323242 Penalty: 1665.288208
	Iteration 27F: 3 clusters Score -12867.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -348380.218750 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -348380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -345257.843750 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -345257.8 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -346115.093750 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -346115.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -346357.875000 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -346357.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -346499.187500 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -346499.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -346596.125000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -346596.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -346677.593750 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -346677.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -346743.343750 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -346743.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -346803.093750 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -346803.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -346859.500000 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -346859.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -346899.375000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -346899.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -346936.593750 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -346936.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -346974.968750 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -346975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -347000.250000 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -347000.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -347022.125000 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -347022.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -347038.937500 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -347038.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -347051.593750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -347051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -347058.906250 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -347058.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -347065.437500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -347065.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -347076.093750 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -347076.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -347086.875000 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -347086.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -347094.562500 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -347094.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -347102.625000 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -347102.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -347114.031250 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -347114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -347128.125000 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -347128.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -347140.000000 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -347140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -347150.156250 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -347150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -347159.000000 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -347159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -347166.968750 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -347167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -347174.843750 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -347174.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -347185.093750 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -347185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -347193.906250 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -347193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347200.125000 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -347200.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -347206.406250 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -347206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -347212.343750 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -347212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -347216.718750 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -347216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -347218.187500 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -347218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -347219.062500 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -347219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -347220.125000 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -347220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -347221.656250 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -347221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -347223.031250 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -347223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -347222.937500 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -347222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -347224.687500 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -347224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -347231.093750 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -347231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -347235.468750 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -347235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347236.656250 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -347236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347236.781250 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -347236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347237.031250 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -347237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347238.156250 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -347238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347238.156250 Penalty: 2659.785645
	Iteration 48F: 3 clusters Score -347238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -162549.609375 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -162549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -160746.437500 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -160746.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161119.671875 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -161119.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -161234.437500 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -161234.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -161288.546875 Penalty: 2387.663086
	Iteration 3Q: 3 clusters Score -161288.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161314.921875 Penalty: 2387.663086
	Iteration 4Q: 3 clusters Score -161314.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161332.359375 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -161332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161340.468750 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -161340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161344.718750 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -161344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161346.250000 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -161346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161347.375000 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -161347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161349.109375 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -161349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161350.390625 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -161350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161353.156250 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -161353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161354.218750 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -161354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161354.828125 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -161354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161356.390625 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -161356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161357.250000 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -161357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161357.250000 Penalty: 2387.663086
	Iteration 17F: 3 clusters Score -161357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Entering Unmasked Estep 
Score: -16604212.000000 Penalty: 1942.383179
	Iteration 0F: 2 clusters Score -1.660421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -16501495.000000 Penalty: 3884.766357
	Iteration 0F: 3 clusters Score -1.65015e+07 nChanged 74961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -16545732.000000 Penalty: 3884.766357
	Iteration 1F: 3 clusters Score -1.654573e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -16547118.000000 Penalty: 3884.766357
	Iteration 2Q: 3 clusters Score -1.654712e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -16549861.000000 Penalty: 3884.766357
	Iteration 3Q: 3 clusters Score -1.654986e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -16555273.000000 Penalty: 3884.766357
	Iteration 4F: 3 clusters Score -1.655527e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -16564160.000000 Penalty: 3884.766357
	Iteration 5F: 3 clusters Score -1.656416e+07 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -16576544.000000 Penalty: 3884.766357
	Iteration 6F: 3 clusters Score -1.657654e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139511 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -16588933.000000 Penalty: 3884.766357
	Iteration 7F: 3 clusters Score -1.658893e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -16596784.000000 Penalty: 3884.766357
	Iteration 8F: 3 clusters Score -1.659678e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -16600343.000000 Penalty: 3884.766357
	Iteration 9Q: 3 clusters Score -1.660034e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16601679.000000 Penalty: 3884.766357
	Iteration 10Q: 3 clusters Score -1.660168e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16602130.000000 Penalty: 3884.766357
	Iteration 11Q: 3 clusters Score -1.660213e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16602317.000000 Penalty: 3884.766357
	Iteration 12Q: 3 clusters Score -1.660232e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154992 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16602384.000000 Penalty: 3884.766357
	Iteration 13Q: 3 clusters Score -1.660238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16602436.000000 Penalty: 3884.766357
	Iteration 14Q: 3 clusters Score -1.660244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16602468.000000 Penalty: 3884.766357
	Iteration 15Q: 3 clusters Score -1.660247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155077 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16602478.000000 Penalty: 3884.766357
	Iteration 16Q: 3 clusters Score -1.660248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16602499.000000 Penalty: 3884.766357
	Iteration 17Q: 3 clusters Score -1.66025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16602510.000000 Penalty: 3884.766357
	Iteration 18Q: 3 clusters Score -1.660251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16602513.000000 Penalty: 3884.766357
	Iteration 19Q: 3 clusters Score -1.660251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16602512.000000 Penalty: 3884.766357
	Iteration 20F: 3 clusters Score -1.660251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16602522.000000 Penalty: 3884.766357
	Iteration 21Q: 3 clusters Score -1.660252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16602517.000000 Penalty: 3884.766357
	Iteration 22Q: 3 clusters Score -1.660252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16602523.000000 Penalty: 3884.766357
	Iteration 23Q: 3 clusters Score -1.660252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16602523.000000 Penalty: 3884.766357
	Iteration 24F: 3 clusters Score -1.660252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -393089.687500 Penalty: 1331.651978
	Iteration 0F: 2 clusters Score -393089.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -389924.937500 Penalty: 2663.303955
	Iteration 0F: 3 clusters Score -389924.9 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -390732.312500 Penalty: 2663.303955
	Iteration 1F: 3 clusters Score -390732.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -390883.718750 Penalty: 2663.303955
	Iteration 2F: 3 clusters Score -390883.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -390980.218750 Penalty: 2663.303955
	Iteration 3F: 3 clusters Score -390980.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -391050.781250 Penalty: 2663.303955
	Iteration 4Q: 3 clusters Score -391050.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -391107.750000 Penalty: 2663.303955
	Iteration 5Q: 3 clusters Score -391107.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -391156.593750 Penalty: 2663.303955
	Iteration 6Q: 3 clusters Score -391156.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -391195.500000 Penalty: 2663.303955
	Iteration 7Q: 3 clusters Score -391195.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -391233.500000 Penalty: 2663.303955
	Iteration 8Q: 3 clusters Score -391233.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -391274.343750 Penalty: 2663.303955
	Iteration 9Q: 3 clusters Score -391274.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -391316.281250 Penalty: 2663.303955
	Iteration 10Q: 3 clusters Score -391316.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -391367.625000 Penalty: 2663.303955
	Iteration 11Q: 3 clusters Score -391367.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -391413.375000 Penalty: 2663.303955
	Iteration 12Q: 3 clusters Score -391413.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -391444.875000 Penalty: 2663.303955
	Iteration 13Q: 3 clusters Score -391444.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -391473.000000 Penalty: 2663.303955
	Iteration 14Q: 3 clusters Score -391473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -391509.750000 Penalty: 2663.303955
	Iteration 15Q: 3 clusters Score -391509.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -391552.468750 Penalty: 2663.303955
	Iteration 16Q: 3 clusters Score -391552.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -391589.031250 Penalty: 2663.303955
	Iteration 17Q: 3 clusters Score -391589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -391629.062500 Penalty: 2663.303955
	Iteration 18Q: 3 clusters Score -391629.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -391667.062500 Penalty: 2663.303955
	Iteration 19Q: 3 clusters Score -391667.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -391688.218750 Penalty: 2663.303955
	Iteration 20F: 3 clusters Score -391688.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -391706.750000 Penalty: 2663.303955
	Iteration 21Q: 3 clusters Score -391706.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -391730.093750 Penalty: 2663.303955
	Iteration 22Q: 3 clusters Score -391730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -391748.656250 Penalty: 2663.303955
	Iteration 23Q: 3 clusters Score -391748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -391768.375000 Penalty: 2663.303955
	Iteration 24Q: 3 clusters Score -391768.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -391784.875000 Penalty: 2663.303955
	Iteration 25Q: 3 clusters Score -391784.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -391799.093750 Penalty: 2663.303955
	Iteration 26Q: 3 clusters Score -391799.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -391810.687500 Penalty: 2663.303955
	Iteration 27Q: 3 clusters Score -391810.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -391825.093750 Penalty: 2663.303955
	Iteration 28Q: 3 clusters Score -391825.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -391838.156250 Penalty: 2663.303955
	Iteration 29Q: 3 clusters Score -391838.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -391846.125000 Penalty: 2663.303955
	Iteration 30Q: 3 clusters Score -391846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -391853.781250 Penalty: 2663.303955
	Iteration 31Q: 3 clusters Score -391853.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -391862.093750 Penalty: 2663.303955
	Iteration 32Q: 3 clusters Score -391862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -391869.000000 Penalty: 2663.303955
	Iteration 33Q: 3 clusters Score -391869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -391877.406250 Penalty: 2663.303955
	Iteration 34Q: 3 clusters Score -391877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -391879.125000 Penalty: 2663.303955
	Iteration 35Q: 3 clusters Score -391879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -391879.125000 Penalty: 2663.303955
	Iteration 36F: 3 clusters Score -391879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (158066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Entering Unmasked Estep 
Score: -16925248.000000 Penalty: 1945.249756
	Iteration 0F: 2 clusters Score -1.692525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -16822554.000000 Penalty: 3890.499512
	Iteration 0F: 3 clusters Score -1.682255e+07 nChanged 76240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -16867700.000000 Penalty: 3890.499512
	Iteration 1F: 3 clusters Score -1.68677e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -16868966.000000 Penalty: 3890.499512
	Iteration 2Q: 3 clusters Score -1.686897e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -16871136.000000 Penalty: 3890.499512
	Iteration 3Q: 3 clusters Score -1.687114e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -16875332.000000 Penalty: 3890.499512
	Iteration 4Q: 3 clusters Score -1.687533e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -16882644.000000 Penalty: 3890.499512
	Iteration 5F: 3 clusters Score -1.688264e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -16892616.000000 Penalty: 3890.499512
	Iteration 6F: 3 clusters Score -1.689262e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -16903106.000000 Penalty: 3890.499512
	Iteration 7F: 3 clusters Score -1.690311e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 131166 members 
Entering Unmasked Estep 
Score: -16910508.000000 Penalty: 3890.499512
	Iteration 8F: 3 clusters Score -1.691051e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 135529 members 
Entering Unmasked Estep 
Score: -16915202.000000 Penalty: 3890.499512
	Iteration 9Q: 3 clusters Score -1.69152e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -16918030.000000 Penalty: 3890.499512
	Iteration 10Q: 3 clusters Score -1.691803e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -16919802.000000 Penalty: 3890.499512
	Iteration 11Q: 3 clusters Score -1.69198e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -16920976.000000 Penalty: 3890.499512
	Iteration 12Q: 3 clusters Score -1.692098e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -16921830.000000 Penalty: 3890.499512
	Iteration 13Q: 3 clusters Score -1.692183e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -16922566.000000 Penalty: 3890.499512
	Iteration 14Q: 3 clusters Score -1.692257e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -16923112.000000 Penalty: 3890.499512
	Iteration 15Q: 3 clusters Score -1.692311e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -16923434.000000 Penalty: 3890.499512
	Iteration 16Q: 3 clusters Score -1.692343e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -16923616.000000 Penalty: 3890.499512
	Iteration 17Q: 3 clusters Score -1.692362e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
Score: -16923760.000000 Penalty: 3890.499512
	Iteration 18Q: 3 clusters Score -1.692376e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -16923964.000000 Penalty: 3890.499512
	Iteration 19Q: 3 clusters Score -1.692396e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -16924046.000000 Penalty: 3890.499512
	Iteration 20F: 3 clusters Score -1.692405e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -16924168.000000 Penalty: 3890.499512
	Iteration 21Q: 3 clusters Score -1.692417e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -16924190.000000 Penalty: 3890.499512
	Iteration 22Q: 3 clusters Score -1.692419e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -16924210.000000 Penalty: 3890.499512
	Iteration 23Q: 3 clusters Score -1.692421e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 152585 members 
Entering Unmasked Estep 
Score: -16924256.000000 Penalty: 3890.499512
	Iteration 24Q: 3 clusters Score -1.692426e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -16924234.000000 Penalty: 3890.499512
	Iteration 25Q: 3 clusters Score -1.692423e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -16924214.000000 Penalty: 3890.499512
	Iteration 26Q: 3 clusters Score -1.692421e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 153399 members 
Entering Unmasked Estep 
Score: -16924222.000000 Penalty: 3890.499512
	Iteration 27Q: 3 clusters Score -1.692422e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -16924182.000000 Penalty: 3890.499512
	Iteration 28Q: 3 clusters Score -1.692418e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -16924204.000000 Penalty: 3890.499512
	Iteration 29Q: 3 clusters Score -1.69242e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -16924224.000000 Penalty: 3890.499512
	Iteration 30Q: 3 clusters Score -1.692422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -16924224.000000 Penalty: 3890.499512
	Iteration 31Q: 3 clusters Score -1.692422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 154171 members 
Entering Unmasked Estep 
Score: -16924258.000000 Penalty: 3890.499512
	Iteration 32Q: 3 clusters Score -1.692426e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 154278 members 
Entering Unmasked Estep 
Score: -16924262.000000 Penalty: 3890.499512
	Iteration 33Q: 3 clusters Score -1.692426e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -16924254.000000 Penalty: 3890.499512
	Iteration 34Q: 3 clusters Score -1.692425e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -16924242.000000 Penalty: 3890.499512
	Iteration 35Q: 3 clusters Score -1.692424e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -16924236.000000 Penalty: 3890.499512
	Iteration 36Q: 3 clusters Score -1.692424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -16924244.000000 Penalty: 3890.499512
	Iteration 37Q: 3 clusters Score -1.692424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -16924222.000000 Penalty: 3890.499512
	Iteration 38Q: 3 clusters Score -1.692422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -16924252.000000 Penalty: 3890.499512
	Iteration 39Q: 3 clusters Score -1.692425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -16924254.000000 Penalty: 3890.499512
	Iteration 40F: 3 clusters Score -1.692425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -16924250.000000 Penalty: 3890.499512
	Iteration 41Q: 3 clusters Score -1.692425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 154759 members 
Entering Unmasked Estep 
Score: -16924272.000000 Penalty: 3890.499512
	Iteration 42Q: 3 clusters Score -1.692427e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -16924254.000000 Penalty: 3890.499512
	Iteration 43Q: 3 clusters Score -1.692425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -16924272.000000 Penalty: 3890.499512
	Iteration 44Q: 3 clusters Score -1.692427e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -16924268.000000 Penalty: 3890.499512
	Iteration 45Q: 3 clusters Score -1.692427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -16924296.000000 Penalty: 3890.499512
	Iteration 46Q: 3 clusters Score -1.69243e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -16924284.000000 Penalty: 3890.499512
	Iteration 47Q: 3 clusters Score -1.692428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 154999 members 
Entering Unmasked Estep 
Score: -16924292.000000 Penalty: 3890.499512
	Iteration 48Q: 3 clusters Score -1.692429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -16924298.000000 Penalty: 3890.499512
	Iteration 49Q: 3 clusters Score -1.69243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -16924296.000000 Penalty: 3890.499512
	Iteration 50Q: 3 clusters Score -1.69243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -16924310.000000 Penalty: 3890.499512
	Iteration 51Q: 3 clusters Score -1.692431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -16924300.000000 Penalty: 3890.499512
	Iteration 52Q: 3 clusters Score -1.69243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -16924298.000000 Penalty: 3890.499512
	Iteration 53Q: 3 clusters Score -1.69243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -16924324.000000 Penalty: 3890.499512
	Iteration 54Q: 3 clusters Score -1.692432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -16924328.000000 Penalty: 3890.499512
	Iteration 55Q: 3 clusters Score -1.692433e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -16924310.000000 Penalty: 3890.499512
	Iteration 56Q: 3 clusters Score -1.692431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -16924302.000000 Penalty: 3890.499512
	Iteration 57Q: 3 clusters Score -1.69243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -16924292.000000 Penalty: 3890.499512
	Iteration 58Q: 3 clusters Score -1.692429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 155277 members 
Entering Unmasked Estep 
Score: -16924294.000000 Penalty: 3890.499512
	Iteration 59Q: 3 clusters Score -1.692429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 155290 members 
Entering Unmasked Estep 
Score: -16924316.000000 Penalty: 3890.499512
	Iteration 60F: 3 clusters Score -1.692432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -16924322.000000 Penalty: 3890.499512
	Iteration 61Q: 3 clusters Score -1.692432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -16924330.000000 Penalty: 3890.499512
	Iteration 62Q: 3 clusters Score -1.692433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -16924336.000000 Penalty: 3890.499512
	Iteration 63Q: 3 clusters Score -1.692434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -16924334.000000 Penalty: 3890.499512
	Iteration 64Q: 3 clusters Score -1.692433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -16924322.000000 Penalty: 3890.499512
	Iteration 65Q: 3 clusters Score -1.692432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -16924322.000000 Penalty: 3890.499512
	Iteration 66Q: 3 clusters Score -1.692432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -16924320.000000 Penalty: 3890.499512
	Iteration 67Q: 3 clusters Score -1.692432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 155378 members 
Entering Unmasked Estep 
Score: -16924312.000000 Penalty: 3890.499512
	Iteration 68Q: 3 clusters Score -1.692431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -16924298.000000 Penalty: 3890.499512
	Iteration 69Q: 3 clusters Score -1.69243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -16924310.000000 Penalty: 3890.499512
	Iteration 70Q: 3 clusters Score -1.692431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -16924300.000000 Penalty: 3890.499512
	Iteration 71Q: 3 clusters Score -1.69243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -16924302.000000 Penalty: 3890.499512
	Iteration 72Q: 3 clusters Score -1.69243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -16924300.000000 Penalty: 3890.499512
	Iteration 73Q: 3 clusters Score -1.69243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -16924302.000000 Penalty: 3890.499512
	Iteration 74Q: 3 clusters Score -1.69243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -16924298.000000 Penalty: 3890.499512
	Iteration 75Q: 3 clusters Score -1.69243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -16924298.000000 Penalty: 3890.499512
	Iteration 76F: 3 clusters Score -1.69243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 62830 members 
Mstep: Class 3 contains 23523 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 254968 members 
Mstep: Class 7 contains 15878 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 11 contains 57975 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155302 members 
Mstep: Class 21 contains 3622 members 
Mstep: Class 22 contains 158066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481544.000000 Penalty: 42000.691406
Iteration 279Q: 20 clusters Score -8.448154e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 23510 members 
Mstep: Class 4 contains 5980 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 254567 members 
Mstep: Class 7 contains 15880 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12693 members 
Mstep: Class 11 contains 57988 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155238 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 158112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481616.000000 Penalty: 42000.691406
Iteration 280F: 20 clusters Score -8.448162e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 63633 members 
Mstep: Class 3 contains 23526 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 254138 members 
Mstep: Class 7 contains 15881 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 11 contains 57979 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 11512 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3578 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155196 members 
Mstep: Class 21 contains 3671 members 
Mstep: Class 22 contains 158190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481600.000000 Penalty: 42000.691406
Iteration 281Q: 20 clusters Score -8.44816e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 64022 members 
Mstep: Class 3 contains 23517 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 253737 members 
Mstep: Class 7 contains 15877 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 11 contains 57956 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 155176 members 
Mstep: Class 21 contains 3697 members 
Mstep: Class 22 contains 158256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481880.000000 Penalty: 42000.691406
Iteration 282Q: 20 clusters Score -8.448188e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 64412 members 
Mstep: Class 3 contains 23510 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 10634 members 
Mstep: Class 6 contains 253329 members 
Mstep: Class 7 contains 15867 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 11 contains 57959 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21768 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 155153 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 158308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482008.000000 Penalty: 42000.691406
Iteration 283Q: 20 clusters Score -8.448201e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 64829 members 
Mstep: Class 3 contains 23491 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 10636 members 
Mstep: Class 6 contains 252944 members 
Mstep: Class 7 contains 15864 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 11 contains 57970 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 155092 members 
Mstep: Class 21 contains 3706 members 
Mstep: Class 22 contains 158380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482120.000000 Penalty: 42000.691406
Iteration 284Q: 20 clusters Score -8.448212e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 65319 members 
Mstep: Class 3 contains 23481 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 252551 members 
Mstep: Class 7 contains 15862 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12676 members 
Mstep: Class 11 contains 57965 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154967 members 
Mstep: Class 21 contains 3705 members 
Mstep: Class 22 contains 158441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482392.000000 Penalty: 42000.691406
Iteration 285Q: 20 clusters Score -8.448239e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 65813 members 
Mstep: Class 3 contains 23460 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 252186 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12673 members 
Mstep: Class 11 contains 57968 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 11388 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 154820 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 158486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482592.000000 Penalty: 42000.691406
Iteration 286Q: 20 clusters Score -8.448259e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 66240 members 
Mstep: Class 3 contains 23434 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 251863 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12669 members 
Mstep: Class 11 contains 57983 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154691 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 22 contains 158550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482592.000000 Penalty: 42000.691406
Iteration 287Q: 20 clusters Score -8.448259e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 66682 members 
Mstep: Class 3 contains 23407 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 10636 members 
Mstep: Class 6 contains 251571 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12667 members 
Mstep: Class 11 contains 57997 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 21737 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154523 members 
Mstep: Class 21 contains 3734 members 
Mstep: Class 22 contains 158619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482704.000000 Penalty: 42000.691406
Iteration 288Q: 20 clusters Score -8.44827e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 67097 members 
Mstep: Class 3 contains 23376 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 10637 members 
Mstep: Class 6 contains 251309 members 
Mstep: Class 7 contains 15856 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12666 members 
Mstep: Class 11 contains 58004 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154364 members 
Mstep: Class 21 contains 3744 members 
Mstep: Class 22 contains 158644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482432.000000 Penalty: 42000.691406
Iteration 289Q: 20 clusters Score -8.448243e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 67511 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 10634 members 
Mstep: Class 6 contains 250986 members 
Mstep: Class 7 contains 15850 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12667 members 
Mstep: Class 11 contains 58007 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 21728 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154229 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 158713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482544.000000 Penalty: 42000.691406
Iteration 290Q: 20 clusters Score -8.448254e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 67964 members 
Mstep: Class 3 contains 23326 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 10635 members 
Mstep: Class 6 contains 250677 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12666 members 
Mstep: Class 11 contains 58011 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 154064 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 22 contains 158754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482512.000000 Penalty: 42000.691406
Iteration 291Q: 20 clusters Score -8.448251e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 68410 members 
Mstep: Class 3 contains 23293 members 
Mstep: Class 4 contains 5990 members 
Mstep: Class 5 contains 10643 members 
Mstep: Class 6 contains 250349 members 
Mstep: Class 7 contains 15847 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12665 members 
Mstep: Class 11 contains 58022 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 21722 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 153889 members 
Mstep: Class 21 contains 3758 members 
Mstep: Class 22 contains 158836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482704.000000 Penalty: 42000.691406
Iteration 292Q: 20 clusters Score -8.44827e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 68870 members 
Mstep: Class 3 contains 23250 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 10649 members 
Mstep: Class 6 contains 250035 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12660 members 
Mstep: Class 11 contains 58040 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 11252 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 153734 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 158888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482888.000000 Penalty: 42000.691406
Iteration 293Q: 20 clusters Score -8.448289e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 69301 members 
Mstep: Class 3 contains 23217 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 249761 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12660 members 
Mstep: Class 11 contains 58063 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 21714 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 153562 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 158946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482576.000000 Penalty: 42000.691406
Iteration 294Q: 20 clusters Score -8.448258e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 69675 members 
Mstep: Class 3 contains 23181 members 
Mstep: Class 4 contains 5993 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 249512 members 
Mstep: Class 7 contains 15839 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12651 members 
Mstep: Class 11 contains 58098 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 153418 members 
Mstep: Class 21 contains 3774 members 
Mstep: Class 22 contains 159006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482552.000000 Penalty: 42000.691406
Iteration 295Q: 20 clusters Score -8.448255e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 70078 members 
Mstep: Class 3 contains 23127 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 10658 members 
Mstep: Class 6 contains 249225 members 
Mstep: Class 7 contains 15837 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12647 members 
Mstep: Class 11 contains 58112 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21718 members 
Mstep: Class 14 contains 11169 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 153288 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 159068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482456.000000 Penalty: 42000.691406
Iteration 296Q: 20 clusters Score -8.448246e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 70530 members 
Mstep: Class 3 contains 23070 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 10660 members 
Mstep: Class 6 contains 248927 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12643 members 
Mstep: Class 11 contains 58119 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 11148 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 153193 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 159080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482504.000000 Penalty: 42000.691406
Iteration 297Q: 20 clusters Score -8.44825e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 70947 members 
Mstep: Class 3 contains 23020 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 248595 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58133 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 21715 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 153134 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 159109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482512.000000 Penalty: 42000.691406
Iteration 298Q: 20 clusters Score -8.448251e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 71366 members 
Mstep: Class 3 contains 22973 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 248246 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 11 contains 58151 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 21701 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 153074 members 
Mstep: Class 21 contains 3770 members 
Mstep: Class 22 contains 159156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482912.000000 Penalty: 42000.691406
Iteration 299Q: 20 clusters Score -8.448291e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 71781 members 
Mstep: Class 3 contains 22935 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10662 members 
Mstep: Class 6 contains 247926 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 11 contains 58163 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 21693 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 152983 members 
Mstep: Class 21 contains 3763 members 
Mstep: Class 22 contains 159186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483048.000000 Penalty: 42000.691406
Iteration 300F: 20 clusters Score -8.448305e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 72181 members 
Mstep: Class 3 contains 22900 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 247608 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 11 contains 58161 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21680 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 152874 members 
Mstep: Class 21 contains 3764 members 
Mstep: Class 22 contains 159249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483160.000000 Penalty: 42000.691406
Iteration 301Q: 20 clusters Score -8.448316e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 72560 members 
Mstep: Class 3 contains 22862 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 10662 members 
Mstep: Class 6 contains 247238 members 
Mstep: Class 7 contains 15843 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58177 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 3762 members 
Mstep: Class 22 contains 159313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483112.000000 Penalty: 42000.691406
Iteration 302Q: 20 clusters Score -8.448311e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 72939 members 
Mstep: Class 3 contains 22825 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 10668 members 
Mstep: Class 6 contains 246853 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12643 members 
Mstep: Class 11 contains 58182 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21671 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 152736 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 159410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483184.000000 Penalty: 42000.691406
Iteration 303Q: 20 clusters Score -8.448318e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 73340 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 246441 members 
Mstep: Class 7 contains 15849 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58195 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21670 members 
Mstep: Class 14 contains 11082 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 152694 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 159513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483008.000000 Penalty: 42000.691406
Iteration 304Q: 20 clusters Score -8.448301e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 73739 members 
Mstep: Class 3 contains 22743 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10672 members 
Mstep: Class 6 contains 246027 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12634 members 
Mstep: Class 11 contains 58215 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 11072 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 152698 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 159561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482824.000000 Penalty: 42000.691406
Iteration 305Q: 20 clusters Score -8.448282e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 74159 members 
Mstep: Class 3 contains 22725 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 10681 members 
Mstep: Class 6 contains 245592 members 
Mstep: Class 7 contains 15857 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 11 contains 58228 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 11061 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 152697 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 159574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482952.000000 Penalty: 42000.691406
Iteration 306Q: 20 clusters Score -8.448295e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 74580 members 
Mstep: Class 3 contains 22706 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 245097 members 
Mstep: Class 7 contains 15861 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12628 members 
Mstep: Class 11 contains 58227 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 21661 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 152721 members 
Mstep: Class 21 contains 3796 members 
Mstep: Class 22 contains 159613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483000.000000 Penalty: 42000.691406
Iteration 307Q: 20 clusters Score -8.4483e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 74984 members 
Mstep: Class 3 contains 22692 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 244620 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12621 members 
Mstep: Class 11 contains 58243 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 21649 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 152739 members 
Mstep: Class 21 contains 3819 members 
Mstep: Class 22 contains 159661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482768.000000 Penalty: 42000.691406
Iteration 308Q: 20 clusters Score -8.448277e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 75460 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10712 members 
Mstep: Class 6 contains 244030 members 
Mstep: Class 7 contains 15871 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12627 members 
Mstep: Class 11 contains 58260 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 21643 members 
Mstep: Class 14 contains 11017 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 152785 members 
Mstep: Class 21 contains 3829 members 
Mstep: Class 22 contains 159697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482600.000000 Penalty: 42000.691406
Iteration 309Q: 20 clusters Score -8.44826e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 75947 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 10717 members 
Mstep: Class 6 contains 243398 members 
Mstep: Class 7 contains 15872 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 11 contains 58263 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 21641 members 
Mstep: Class 14 contains 11019 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 152841 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 159761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482624.000000 Penalty: 42000.691406
Iteration 310Q: 20 clusters Score -8.448262e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 76447 members 
Mstep: Class 3 contains 22698 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 242691 members 
Mstep: Class 7 contains 15876 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 11 contains 58269 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 152898 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 159861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482592.000000 Penalty: 42000.691406
Iteration 311Q: 20 clusters Score -8.448259e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 76940 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 241933 members 
Mstep: Class 7 contains 15884 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 11 contains 58272 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 11055 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 152933 members 
Mstep: Class 21 contains 3841 members 
Mstep: Class 22 contains 160031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482456.000000 Penalty: 42000.691406
Iteration 312Q: 20 clusters Score -8.448246e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 77431 members 
Mstep: Class 3 contains 22750 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 10743 members 
Mstep: Class 6 contains 241026 members 
Mstep: Class 7 contains 15894 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 11 contains 58284 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 21618 members 
Mstep: Class 14 contains 11066 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 153067 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 22 contains 160241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482200.000000 Penalty: 42000.691406
Iteration 313Q: 20 clusters Score -8.44822e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 78031 members 
Mstep: Class 3 contains 22774 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 10754 members 
Mstep: Class 6 contains 240060 members 
Mstep: Class 7 contains 15902 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 11 contains 58309 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 21609 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 153163 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 160433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482160.000000 Penalty: 42000.691406
Iteration 314Q: 20 clusters Score -8.448216e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 78595 members 
Mstep: Class 3 contains 22804 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 10758 members 
Mstep: Class 6 contains 239054 members 
Mstep: Class 7 contains 15908 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 11 contains 58326 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 21597 members 
Mstep: Class 14 contains 11097 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 153307 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 160674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481952.000000 Penalty: 42000.691406
Iteration 315Q: 20 clusters Score -8.448195e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 79168 members 
Mstep: Class 3 contains 22841 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 10758 members 
Mstep: Class 6 contains 238026 members 
Mstep: Class 7 contains 15915 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12628 members 
Mstep: Class 11 contains 58353 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 153470 members 
Mstep: Class 21 contains 3831 members 
Mstep: Class 22 contains 160902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481816.000000 Penalty: 42000.691406
Iteration 316Q: 20 clusters Score -8.448182e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 79749 members 
Mstep: Class 3 contains 22864 members 
Mstep: Class 4 contains 6006 members 
Mstep: Class 5 contains 10753 members 
Mstep: Class 6 contains 237008 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 11 contains 58372 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21577 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 153654 members 
Mstep: Class 21 contains 3838 members 
Mstep: Class 22 contains 161096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481704.000000 Penalty: 42000.691406
Iteration 317Q: 20 clusters Score -8.44817e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 80350 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 10755 members 
Mstep: Class 6 contains 235956 members 
Mstep: Class 7 contains 15916 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 11 contains 58376 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 11140 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 153888 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 161228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481768.000000 Penalty: 42000.691406
Iteration 318Q: 20 clusters Score -8.448177e+07 nChanged 2312
Entering ConstructFrom: 
Score: -84481768.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -570997.687500 Penalty: 1399.472656
	Iteration 0F: 2 clusters Score -570997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -566683.875000 Penalty: 2798.945312
	Iteration 0F: 3 clusters Score -566683.9 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -567955.437500 Penalty: 2798.945312
	Iteration 1F: 3 clusters Score -567955.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -568221.562500 Penalty: 2798.945312
	Iteration 2F: 3 clusters Score -568221.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -568411.437500 Penalty: 2798.945312
	Iteration 3F: 3 clusters Score -568411.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -568556.312500 Penalty: 2798.945312
	Iteration 4Q: 3 clusters Score -568556.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -568698.625000 Penalty: 2798.945312
	Iteration 5Q: 3 clusters Score -568698.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -568826.250000 Penalty: 2798.945312
	Iteration 6Q: 3 clusters Score -568826.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -568985.562500 Penalty: 2798.945312
	Iteration 7Q: 3 clusters Score -568985.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -569127.500000 Penalty: 2798.945312
	Iteration 8Q: 3 clusters Score -569127.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -569272.875000 Penalty: 2798.945312
	Iteration 9Q: 3 clusters Score -569272.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -569418.375000 Penalty: 2798.945312
	Iteration 10Q: 3 clusters Score -569418.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -569551.250000 Penalty: 2798.945312
	Iteration 11Q: 3 clusters Score -569551.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -569641.000000 Penalty: 2798.945312
	Iteration 12Q: 3 clusters Score -569641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -569705.562500 Penalty: 2798.945312
	Iteration 13Q: 3 clusters Score -569705.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -569780.812500 Penalty: 2798.945312
	Iteration 14Q: 3 clusters Score -569780.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -569845.812500 Penalty: 2798.945312
	Iteration 15Q: 3 clusters Score -569845.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -569892.187500 Penalty: 2798.945312
	Iteration 16Q: 3 clusters Score -569892.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -569921.187500 Penalty: 2798.945312
	Iteration 17Q: 3 clusters Score -569921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -569939.125000 Penalty: 2798.945312
	Iteration 18Q: 3 clusters Score -569939.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -569950.687500 Penalty: 2798.945312
	Iteration 19Q: 3 clusters Score -569950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -569959.000000 Penalty: 2798.945312
	Iteration 20F: 3 clusters Score -569959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -569960.875000 Penalty: 2798.945312
	Iteration 21Q: 3 clusters Score -569960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -569962.000000 Penalty: 2798.945312
	Iteration 22Q: 3 clusters Score -569962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -569963.125000 Penalty: 2798.945312
	Iteration 23Q: 3 clusters Score -569963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -569963.125000 Penalty: 2798.945312
	Iteration 24Q: 3 clusters Score -569963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -569964.250000 Penalty: 2798.945312
	Iteration 25Q: 3 clusters Score -569964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -569965.500000 Penalty: 2798.945312
	Iteration 26Q: 3 clusters Score -569965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -569965.750000 Penalty: 2798.945312
	Iteration 27Q: 3 clusters Score -569965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -569966.000000 Penalty: 2798.945312
	Iteration 28Q: 3 clusters Score -569966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -569966.000000 Penalty: 2798.945312
	Iteration 29F: 3 clusters Score -569966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Entering Unmasked Estep 
Score: -8771362.000000 Penalty: 1836.708496
	Iteration 0F: 2 clusters Score -8771362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -8717294.000000 Penalty: 3673.416992
	Iteration 0F: 3 clusters Score -8717294 nChanged 38466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8739214.000000 Penalty: 3673.416992
	Iteration 1F: 3 clusters Score -8739214 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -8739875.000000 Penalty: 3673.416992
	Iteration 2Q: 3 clusters Score -8739875 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8740687.000000 Penalty: 3673.416992
	Iteration 3Q: 3 clusters Score -8740687 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8741689.000000 Penalty: 3673.416992
	Iteration 4Q: 3 clusters Score -8741689 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -8743273.000000 Penalty: 3673.416992
	Iteration 5Q: 3 clusters Score -8743273 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -8745876.000000 Penalty: 3673.416992
	Iteration 6F: 3 clusters Score -8745876 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8749562.000000 Penalty: 3673.416992
	Iteration 7F: 3 clusters Score -8749562 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8753094.000000 Penalty: 3673.416992
	Iteration 8F: 3 clusters Score -8753094 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -8754765.000000 Penalty: 3673.416992
	Iteration 9Q: 3 clusters Score -8754765 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -8755250.000000 Penalty: 3673.416992
	Iteration 10Q: 3 clusters Score -8755250 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8755386.000000 Penalty: 3673.416992
	Iteration 11Q: 3 clusters Score -8755386 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8755517.000000 Penalty: 3673.416992
	Iteration 12Q: 3 clusters Score -8755517 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -8755511.000000 Penalty: 3673.416992
	Iteration 13Q: 3 clusters Score -8755511 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8755581.000000 Penalty: 3673.416992
	Iteration 14Q: 3 clusters Score -8755581 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -8755646.000000 Penalty: 3673.416992
	Iteration 15Q: 3 clusters Score -8755646 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8755729 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8755836 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8755935 nChanged 598
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Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8756020 nChanged 607
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Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8756092 nChanged 559
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Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8756177 nChanged 608
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Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8756263 nChanged 620
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Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8756414 nChanged 705
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Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8756531 nChanged 725
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Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8756690 nChanged 844
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Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8756887 nChanged 876
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Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8757146 nChanged 962
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Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8757512 nChanged 1045
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Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8757804 nChanged 1107
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Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8758177 nChanged 1163
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Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8758639 nChanged 1280
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Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8759121 nChanged 1320
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Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8759633 nChanged 1307
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Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8760140 nChanged 1300
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Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8760526 nChanged 1258
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Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8760996 nChanged 1189
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Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8761467 nChanged 1126
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Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8761724 nChanged 1015
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Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8762015 nChanged 981
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Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8762341 nChanged 975
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Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8762660 nChanged 1013
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Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8762932 nChanged 968
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Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8763254 nChanged 840
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8763446 nChanged 806
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Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8763633 nChanged 744
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Mstep: Class 1 contains 51950 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8763770 nChanged 683
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8763858 nChanged 583
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Mstep: Class 1 contains 51802 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8764017 nChanged 545
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Mstep: Class 1 contains 51753 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8764159 nChanged 474
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Mstep: Class 1 contains 51717 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8764253 nChanged 420
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Mstep: Class 1 contains 51699 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8764243 nChanged 362
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8764301 nChanged 302
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Mstep: Class 1 contains 51613 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8764309 nChanged 254
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8764357 nChanged 238
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8764373 nChanged 219
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8764380 nChanged 203
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8764400 nChanged 215
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Mstep: Class 1 contains 51632 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8764404 nChanged 205
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8764412 nChanged 207
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8764430 nChanged 172
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8764446 nChanged 157
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	Iteration 62Q: 3 clusters Score -8764455 nChanged 139
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8764484 nChanged 147
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	Iteration 64Q: 3 clusters Score -8764482 nChanged 158
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	Iteration 65Q: 3 clusters Score -8764504 nChanged 151
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8764516 nChanged 114
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	Iteration 67Q: 3 clusters Score -8764508 nChanged 107
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	Iteration 68Q: 3 clusters Score -8764502 nChanged 115
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	Iteration 69Q: 3 clusters Score -8764502 nChanged 134
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	Iteration 70Q: 3 clusters Score -8764501 nChanged 134
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8764519 nChanged 132
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	Iteration 72Q: 3 clusters Score -8764526 nChanged 134
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	Iteration 73Q: 3 clusters Score -8764531 nChanged 120
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	Iteration 74Q: 3 clusters Score -8764529 nChanged 144
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	Iteration 75Q: 3 clusters Score -8764514 nChanged 132
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	Iteration 76Q: 3 clusters Score -8764556 nChanged 136
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	Iteration 77Q: 3 clusters Score -8764546 nChanged 121
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	Iteration 78Q: 3 clusters Score -8764552 nChanged 153
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	Iteration 79Q: 3 clusters Score -8764558 nChanged 148
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	Iteration 80F: 3 clusters Score -8764535 nChanged 151
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8764541 nChanged 142
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8764563 nChanged 139
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	Iteration 83Q: 3 clusters Score -8764594 nChanged 124
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	Iteration 84Q: 3 clusters Score -8764590 nChanged 135
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	Iteration 85Q: 3 clusters Score -8764594 nChanged 137
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	Iteration 86Q: 3 clusters Score -8764591 nChanged 123
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	Iteration 87Q: 3 clusters Score -8764596 nChanged 138
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	Iteration 88Q: 3 clusters Score -8764610 nChanged 139
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	Iteration 89Q: 3 clusters Score -8764647 nChanged 153
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	Iteration 90Q: 3 clusters Score -8764672 nChanged 174
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	Iteration 91Q: 3 clusters Score -8764671 nChanged 195
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	Iteration 92Q: 3 clusters Score -8764717 nChanged 228
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	Iteration 93Q: 3 clusters Score -8764734 nChanged 221
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	Iteration 94Q: 3 clusters Score -8764749 nChanged 245
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	Iteration 97Q: 3 clusters Score -8764800 nChanged 330
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	Iteration 98Q: 3 clusters Score -8764868 nChanged 332
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	Iteration 99Q: 3 clusters Score -8764932 nChanged 367
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	Iteration 100F: 3 clusters Score -8764973 nChanged 399
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	Iteration 101Q: 3 clusters Score -8765023 nChanged 367
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	Iteration 102Q: 3 clusters Score -8765097 nChanged 335
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	Iteration 103Q: 3 clusters Score -8765151 nChanged 351
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	Iteration 104Q: 3 clusters Score -8765202 nChanged 375
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	Iteration 105Q: 3 clusters Score -8765230 nChanged 378
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	Iteration 106Q: 3 clusters Score -8765283 nChanged 387
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	Iteration 107Q: 3 clusters Score -8765345 nChanged 399
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	Iteration 108Q: 3 clusters Score -8765387 nChanged 434
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	Iteration 109Q: 3 clusters Score -8765490 nChanged 439
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	Iteration 110Q: 3 clusters Score -8765570 nChanged 446
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Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62505 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8766566 nChanged 317
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Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8766602 nChanged 291
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Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8766661 nChanged 271
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Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8766696 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8766807 nChanged 272
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Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8766835 nChanged 272
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Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8766889 nChanged 241
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Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8766989 nChanged 216
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Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67539 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8767130 nChanged 210
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Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8767142 nChanged 210
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Mstep: Class 1 contains 68322 members 
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Entering Unmasked Estep 
Score: -8767163.000000 Penalty: 3673.416992
	Iteration 140F: 3 clusters Score -8767163 nChanged 213
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Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8767170 nChanged 194
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8767208 nChanged 179
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8767230 nChanged 184
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8767261 nChanged 184
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8767273 nChanged 193
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8767311 nChanged 196
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8767356 nChanged 201
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Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8767379 nChanged 194
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8767431 nChanged 183
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8767449 nChanged 188
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8767495 nChanged 165
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8767501 nChanged 170
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Mstep: Class 1 contains 70748 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70916 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8767575 nChanged 180
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Mstep: Class 1 contains 71096 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8767584 nChanged 203
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8767632 nChanged 214
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Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8767687 nChanged 213
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8767724 nChanged 213
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8767758 nChanged 229
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Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8767783 nChanged 228
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8767848 nChanged 214
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	Iteration 163Q: 3 clusters Score -8767883 nChanged 214
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	Iteration 169Q: 3 clusters Score -8768130 nChanged 187
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Mstep: Class 1 contains 74123 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8768136 nChanged 178
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8768151 nChanged 186
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8768187 nChanged 183
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8768213 nChanged 175
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8768244 nChanged 182
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Mstep: Class 1 contains 75019 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8768270 nChanged 190
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Mstep: Class 1 contains 75209 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8768347 nChanged 197
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8768410 nChanged 219
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8768455 nChanged 203
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8768497 nChanged 184
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Mstep: Class 1 contains 76008 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8768502 nChanged 172
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8768527 nChanged 197
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8768582 nChanged 193
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8768618 nChanged 200
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Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8768676 nChanged 210
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8768753 nChanged 195
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8768794 nChanged 194
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	Iteration 188Q: 3 clusters Score -8768885 nChanged 205
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	Iteration 189Q: 3 clusters Score -8768938 nChanged 192
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	Iteration 190Q: 3 clusters Score -8768992 nChanged 196
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8769115 nChanged 181
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Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8769196 nChanged 150
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8769235 nChanged 117
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8769263 nChanged 106
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8769283 nChanged 92
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8769309 nChanged 90
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8769353 nChanged 79
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	Iteration 199Q: 3 clusters Score -8769370 nChanged 66
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8769372 nChanged 67
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8769386 nChanged 72
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Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8769412 nChanged 63
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Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8769424 nChanged 62
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8769448 nChanged 60
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Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8769464.000000 Penalty: 3673.416992
	Iteration 205Q: 3 clusters Score -8769464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8769493.000000 Penalty: 3673.416992
	Iteration 206Q: 3 clusters Score -8769493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8769513.000000 Penalty: 3673.416992
	Iteration 207Q: 3 clusters Score -8769513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8769523.000000 Penalty: 3673.416992
	Iteration 208Q: 3 clusters Score -8769523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8769551.000000 Penalty: 3673.416992
	Iteration 209Q: 3 clusters Score -8769551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8769564.000000 Penalty: 3673.416992
	Iteration 210Q: 3 clusters Score -8769564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8769559.000000 Penalty: 3673.416992
	Iteration 211Q: 3 clusters Score -8769559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8769583.000000 Penalty: 3673.416992
	Iteration 212Q: 3 clusters Score -8769583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8769590.000000 Penalty: 3673.416992
	Iteration 213Q: 3 clusters Score -8769590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8769600.000000 Penalty: 3673.416992
	Iteration 214Q: 3 clusters Score -8769600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8769614.000000 Penalty: 3673.416992
	Iteration 215Q: 3 clusters Score -8769614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8769623.000000 Penalty: 3673.416992
	Iteration 216Q: 3 clusters Score -8769623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8769626.000000 Penalty: 3673.416992
	Iteration 217Q: 3 clusters Score -8769626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8769637.000000 Penalty: 3673.416992
	Iteration 218Q: 3 clusters Score -8769637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8769641.000000 Penalty: 3673.416992
	Iteration 219Q: 3 clusters Score -8769641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8769639.000000 Penalty: 3673.416992
	Iteration 220F: 3 clusters Score -8769639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8769647.000000 Penalty: 3673.416992
	Iteration 221Q: 3 clusters Score -8769647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8769663.000000 Penalty: 3673.416992
	Iteration 222Q: 3 clusters Score -8769663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8769684.000000 Penalty: 3673.416992
	Iteration 223Q: 3 clusters Score -8769684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8769684.000000 Penalty: 3673.416992
	Iteration 224Q: 3 clusters Score -8769684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8769691.000000 Penalty: 3673.416992
	Iteration 225Q: 3 clusters Score -8769691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8769695.000000 Penalty: 3673.416992
	Iteration 226Q: 3 clusters Score -8769695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8769699.000000 Penalty: 3673.416992
	Iteration 227Q: 3 clusters Score -8769699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8769709.000000 Penalty: 3673.416992
	Iteration 228Q: 3 clusters Score -8769709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8769715.000000 Penalty: 3673.416992
	Iteration 229Q: 3 clusters Score -8769715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8769714.000000 Penalty: 3673.416992
	Iteration 230Q: 3 clusters Score -8769714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8769718.000000 Penalty: 3673.416992
	Iteration 231Q: 3 clusters Score -8769718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8769717.000000 Penalty: 3673.416992
	Iteration 232Q: 3 clusters Score -8769717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8769720.000000 Penalty: 3673.416992
	Iteration 233Q: 3 clusters Score -8769720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8769724.000000 Penalty: 3673.416992
	Iteration 234Q: 3 clusters Score -8769724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8769719.000000 Penalty: 3673.416992
	Iteration 235Q: 3 clusters Score -8769719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8769719.000000 Penalty: 3673.416992
	Iteration 236F: 3 clusters Score -8769719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Entering Unmasked Estep 
Score: -2486054.000000 Penalty: 1631.575317
	Iteration 0F: 2 clusters Score -2486054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2470460.500000 Penalty: 3263.150635
	Iteration 0F: 3 clusters Score -2470460 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2476248.750000 Penalty: 3263.150635
	Iteration 1F: 3 clusters Score -2476249 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2476603.500000 Penalty: 3263.150635
	Iteration 2Q: 3 clusters Score -2476604 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2476905.500000 Penalty: 3263.150635
	Iteration 3Q: 3 clusters Score -2476906 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2477214.500000 Penalty: 3263.150635
	Iteration 4Q: 3 clusters Score -2477214 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2477572.500000 Penalty: 3263.150635
	Iteration 5Q: 3 clusters Score -2477572 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2478036.750000 Penalty: 3263.150635
	Iteration 6Q: 3 clusters Score -2478037 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2478715.250000 Penalty: 3263.150635
	Iteration 7Q: 3 clusters Score -2478715 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2479545.750000 Penalty: 3263.150635
	Iteration 8F: 3 clusters Score -2479546 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2480508.750000 Penalty: 3263.150635
	Iteration 9F: 3 clusters Score -2480509 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2481579.000000 Penalty: 3263.150635
	Iteration 10F: 3 clusters Score -2481579 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2482819.750000 Penalty: 3263.150635
	Iteration 11F: 3 clusters Score -2482820 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2484058.250000 Penalty: 3263.150635
	Iteration 12F: 3 clusters Score -2484058 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2484865.500000 Penalty: 3263.150635
	Iteration 13Q: 3 clusters Score -2484866 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2485412.250000 Penalty: 3263.150635
	Iteration 14Q: 3 clusters Score -2485412 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2485814.250000 Penalty: 3263.150635
	Iteration 15Q: 3 clusters Score -2485814 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2486071.000000 Penalty: 3263.150635
	Iteration 16Q: 3 clusters Score -2486071 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2486281.000000 Penalty: 3263.150635
	Iteration 17Q: 3 clusters Score -2486281 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2486377.750000 Penalty: 3263.150635
	Iteration 18Q: 3 clusters Score -2486378 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2486426.500000 Penalty: 3263.150635
	Iteration 19Q: 3 clusters Score -2486426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2486466.250000 Penalty: 3263.150635
	Iteration 20F: 3 clusters Score -2486466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2486482.750000 Penalty: 3263.150635
	Iteration 21Q: 3 clusters Score -2486483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2486496.000000 Penalty: 3263.150635
	Iteration 22Q: 3 clusters Score -2486496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2486508.500000 Penalty: 3263.150635
	Iteration 23Q: 3 clusters Score -2486508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2486508.500000 Penalty: 3263.150635
	Iteration 24Q: 3 clusters Score -2486508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2486519.750000 Penalty: 3263.150635
	Iteration 25Q: 3 clusters Score -2486520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2486528.500000 Penalty: 3263.150635
	Iteration 26Q: 3 clusters Score -2486528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2486524.500000 Penalty: 3263.150635
	Iteration 27Q: 3 clusters Score -2486524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2486524.250000 Penalty: 3263.150635
	Iteration 28Q: 3 clusters Score -2486524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2486522.750000 Penalty: 3263.150635
	Iteration 29Q: 3 clusters Score -2486523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2486529.250000 Penalty: 3263.150635
	Iteration 30Q: 3 clusters Score -2486529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2486531.000000 Penalty: 3263.150635
	Iteration 31Q: 3 clusters Score -2486531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2486529.500000 Penalty: 3263.150635
	Iteration 32Q: 3 clusters Score -2486530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2486531.750000 Penalty: 3263.150635
	Iteration 33Q: 3 clusters Score -2486532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2486529.250000 Penalty: 3263.150635
	Iteration 34Q: 3 clusters Score -2486529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2486529.000000 Penalty: 3263.150635
	Iteration 35Q: 3 clusters Score -2486529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2486531.750000 Penalty: 3263.150635
	Iteration 36Q: 3 clusters Score -2486532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2486530.000000 Penalty: 3263.150635
	Iteration 37Q: 3 clusters Score -2486530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2486528.500000 Penalty: 3263.150635
	Iteration 38Q: 3 clusters Score -2486528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2486528.000000 Penalty: 3263.150635
	Iteration 39Q: 3 clusters Score -2486528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2486531.750000 Penalty: 3263.150635
	Iteration 40F: 3 clusters Score -2486532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2486533.000000 Penalty: 3263.150635
	Iteration 41Q: 3 clusters Score -2486533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2486533.000000 Penalty: 3263.150635
	Iteration 42F: 3 clusters Score -2486533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 81050 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 234874 members 
Mstep: Class 7 contains 15920 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 10 contains 10563 members 
Mstep: Class 11 contains 58372 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 154120 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 161334 members 
Entering Unmasked Estep 
Score: -84481544.000000 Penalty: 44211.253906
Splitting cluster 3 changes total score from -84481768.000000 to -84481544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -612435.187500 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -612435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -607873.562500 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -607873.6 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -609160.000000 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -609160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -609454.562500 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -609454.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -609841.125000 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -609841.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -610270.062500 Penalty: 2827.937500
	Iteration 4F: 3 clusters Score -610270.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -610714.812500 Penalty: 2827.937500
	Iteration 5F: 3 clusters Score -610714.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -611165.437500 Penalty: 2827.937500
	Iteration 6F: 3 clusters Score -611165.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -611570.000000 Penalty: 2827.937500
	Iteration 7F: 3 clusters Score -611570 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -611839.750000 Penalty: 2827.937500
	Iteration 8F: 3 clusters Score -611839.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -611983.812500 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -611983.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -612059.875000 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -612059.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -612109.125000 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -612109.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -612140.187500 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -612140.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -612164.187500 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -612164.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -612184.875000 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -612184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -612202.937500 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -612202.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -612214.625000 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -612214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -612219.437500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -612219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -612222.250000 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -612222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -612225.375000 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -612225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -612229.750000 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -612229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -612231.562500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -612231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -612235.250000 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -612235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -612237.625000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -612237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -612237.625000 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -612237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -612239.750000 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -612239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -612241.437500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -612241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -612241.750000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -612241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -612242.562500 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -612242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -612242.250000 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -612242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -612243.000000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -612243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -612243.375000 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -612243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -612244.937500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -612244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -612246.250000 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -612246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -612246.562500 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -612246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -612246.562500 Penalty: 2827.937500
	Iteration 35F: 3 clusters Score -612246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -1123283.625000 Penalty: 1508.523193
	Iteration 0F: 2 clusters Score -1123284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1115566.750000 Penalty: 3017.046387
	Iteration 0F: 3 clusters Score -1115567 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1118180.750000 Penalty: 3017.046387
	Iteration 1F: 3 clusters Score -1118181 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1118525.625000 Penalty: 3017.046387
	Iteration 2F: 3 clusters Score -1118526 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1118880.500000 Penalty: 3017.046387
	Iteration 3F: 3 clusters Score -1118880 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1119217.000000 Penalty: 3017.046387
	Iteration 4F: 3 clusters Score -1119217 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1119567.125000 Penalty: 3017.046387
	Iteration 5Q: 3 clusters Score -1119567 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1119890.375000 Penalty: 3017.046387
	Iteration 6Q: 3 clusters Score -1119890 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1120221.625000 Penalty: 3017.046387
	Iteration 7Q: 3 clusters Score -1120222 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1120583.750000 Penalty: 3017.046387
	Iteration 8Q: 3 clusters Score -1120584 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1120912.750000 Penalty: 3017.046387
	Iteration 9Q: 3 clusters Score -1120913 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1121194.125000 Penalty: 3017.046387
	Iteration 10Q: 3 clusters Score -1121194 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1121436.375000 Penalty: 3017.046387
	Iteration 11Q: 3 clusters Score -1121436 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1121633.250000 Penalty: 3017.046387
	Iteration 12Q: 3 clusters Score -1121633 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1121763.625000 Penalty: 3017.046387
	Iteration 13Q: 3 clusters Score -1121764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1121866.250000 Penalty: 3017.046387
	Iteration 14Q: 3 clusters Score -1121866 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1121933.750000 Penalty: 3017.046387
	Iteration 15Q: 3 clusters Score -1121934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1121979.625000 Penalty: 3017.046387
	Iteration 16Q: 3 clusters Score -1121980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1122011.375000 Penalty: 3017.046387
	Iteration 17Q: 3 clusters Score -1122011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1122038.750000 Penalty: 3017.046387
	Iteration 18Q: 3 clusters Score -1122039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1122065.625000 Penalty: 3017.046387
	Iteration 19Q: 3 clusters Score -1122066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1122084.750000 Penalty: 3017.046387
	Iteration 20F: 3 clusters Score -1122085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1122097.125000 Penalty: 3017.046387
	Iteration 21Q: 3 clusters Score -1122097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1122113.250000 Penalty: 3017.046387
	Iteration 22Q: 3 clusters Score -1122113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1122125.125000 Penalty: 3017.046387
	Iteration 23Q: 3 clusters Score -1122125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1122137.875000 Penalty: 3017.046387
	Iteration 24Q: 3 clusters Score -1122138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1122144.250000 Penalty: 3017.046387
	Iteration 25Q: 3 clusters Score -1122144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1122147.750000 Penalty: 3017.046387
	Iteration 26Q: 3 clusters Score -1122148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1122155.750000 Penalty: 3017.046387
	Iteration 27Q: 3 clusters Score -1122156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1122162.250000 Penalty: 3017.046387
	Iteration 28Q: 3 clusters Score -1122162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1122164.625000 Penalty: 3017.046387
	Iteration 29Q: 3 clusters Score -1122165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1122174.375000 Penalty: 3017.046387
	Iteration 30Q: 3 clusters Score -1122174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1122181.375000 Penalty: 3017.046387
	Iteration 31Q: 3 clusters Score -1122181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1122185.500000 Penalty: 3017.046387
	Iteration 32Q: 3 clusters Score -1122186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1122190.250000 Penalty: 3017.046387
	Iteration 33Q: 3 clusters Score -1122190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1122191.125000 Penalty: 3017.046387
	Iteration 34Q: 3 clusters Score -1122191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1122191.125000 Penalty: 3017.046387
	Iteration 35F: 3 clusters Score -1122191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (234874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234874 members 
Entering Unmasked Estep 
Score: -24954618.000000 Penalty: 2009.605713
	Iteration 0F: 2 clusters Score -2.495462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117827 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -24802852.000000 Penalty: 4019.211426
	Iteration 0F: 3 clusters Score -2.480285e+07 nChanged 114074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -24871992.000000 Penalty: 4019.211426
	Iteration 1F: 3 clusters Score -2.487199e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -24875750.000000 Penalty: 4019.211426
	Iteration 2Q: 3 clusters Score -2.487575e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -24881126.000000 Penalty: 4019.211426
	Iteration 3F: 3 clusters Score -2.488113e+07 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -24889850.000000 Penalty: 4019.211426
	Iteration 4F: 3 clusters Score -2.488985e+07 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -24902020.000000 Penalty: 4019.211426
	Iteration 5F: 3 clusters Score -2.490202e+07 nChanged 17962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -24916242.000000 Penalty: 4019.211426
	Iteration 6F: 3 clusters Score -2.491624e+07 nChanged 14537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200957 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -24928914.000000 Penalty: 4019.211426
	Iteration 7F: 3 clusters Score -2.492891e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209783 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -24936738.000000 Penalty: 4019.211426
	Iteration 8Q: 3 clusters Score -2.493674e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215217 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -24941096.000000 Penalty: 4019.211426
	Iteration 9Q: 3 clusters Score -2.49411e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219032 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -24943824.000000 Penalty: 4019.211426
	Iteration 10Q: 3 clusters Score -2.494382e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222052 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -24945698.000000 Penalty: 4019.211426
	Iteration 11Q: 3 clusters Score -2.49457e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224590 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -24947356.000000 Penalty: 4019.211426
	Iteration 12Q: 3 clusters Score -2.494736e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226687 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -24948730.000000 Penalty: 4019.211426
	Iteration 13Q: 3 clusters Score -2.494873e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228403 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -24949888.000000 Penalty: 4019.211426
	Iteration 14Q: 3 clusters Score -2.494989e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229772 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -24950664.000000 Penalty: 4019.211426
	Iteration 15Q: 3 clusters Score -2.495066e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230837 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -24951328.000000 Penalty: 4019.211426
	Iteration 16Q: 3 clusters Score -2.495133e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231619 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -24951838.000000 Penalty: 4019.211426
	Iteration 17Q: 3 clusters Score -2.495184e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232225 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -24952134.000000 Penalty: 4019.211426
	Iteration 18Q: 3 clusters Score -2.495213e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232674 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24952398.000000 Penalty: 4019.211426
	Iteration 19Q: 3 clusters Score -2.49524e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232977 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24952592.000000 Penalty: 4019.211426
	Iteration 20F: 3 clusters Score -2.495259e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233216 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -24952696.000000 Penalty: 4019.211426
	Iteration 21Q: 3 clusters Score -2.49527e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233386 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24952822.000000 Penalty: 4019.211426
	Iteration 22Q: 3 clusters Score -2.495282e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233512 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24952890.000000 Penalty: 4019.211426
	Iteration 23Q: 3 clusters Score -2.495289e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233603 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24952946.000000 Penalty: 4019.211426
	Iteration 24Q: 3 clusters Score -2.495295e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233664 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -24952954.000000 Penalty: 4019.211426
	Iteration 25Q: 3 clusters Score -2.495295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233708 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24952990.000000 Penalty: 4019.211426
	Iteration 26Q: 3 clusters Score -2.495299e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233743 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -24953000.000000 Penalty: 4019.211426
	Iteration 27Q: 3 clusters Score -2.4953e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233778 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -24953014.000000 Penalty: 4019.211426
	Iteration 28Q: 3 clusters Score -2.495301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233805 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -24953042.000000 Penalty: 4019.211426
	Iteration 29Q: 3 clusters Score -2.495304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233827 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -24953064.000000 Penalty: 4019.211426
	Iteration 30Q: 3 clusters Score -2.495306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233839 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -24953064.000000 Penalty: 4019.211426
	Iteration 31Q: 3 clusters Score -2.495306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233846 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24953080.000000 Penalty: 4019.211426
	Iteration 32Q: 3 clusters Score -2.495308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233855 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -24953090.000000 Penalty: 4019.211426
	Iteration 33Q: 3 clusters Score -2.495309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233862 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24953074.000000 Penalty: 4019.211426
	Iteration 34Q: 3 clusters Score -2.495307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233868 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -24953070.000000 Penalty: 4019.211426
	Iteration 35Q: 3 clusters Score -2.495307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233874 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24953074.000000 Penalty: 4019.211426
	Iteration 36Q: 3 clusters Score -2.495307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -24953058.000000 Penalty: 4019.211426
	Iteration 37Q: 3 clusters Score -2.495306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233888 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24953076.000000 Penalty: 4019.211426
	Iteration 38Q: 3 clusters Score -2.495308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233891 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -24953062.000000 Penalty: 4019.211426
	Iteration 39Q: 3 clusters Score -2.495306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24953070.000000 Penalty: 4019.211426
	Iteration 40F: 3 clusters Score -2.495307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233897 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -24953086.000000 Penalty: 4019.211426
	Iteration 41Q: 3 clusters Score -2.495309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -24953092.000000 Penalty: 4019.211426
	Iteration 42Q: 3 clusters Score -2.495309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233910 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -24953084.000000 Penalty: 4019.211426
	Iteration 43Q: 3 clusters Score -2.495308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24953088.000000 Penalty: 4019.211426
	Iteration 44Q: 3 clusters Score -2.495309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233917 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -24953090.000000 Penalty: 4019.211426
	Iteration 45Q: 3 clusters Score -2.495309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -24953082.000000 Penalty: 4019.211426
	Iteration 46Q: 3 clusters Score -2.495308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -24953082.000000 Penalty: 4019.211426
	Iteration 47F: 3 clusters Score -2.495308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -1690180.125000 Penalty: 1572.241333
	Iteration 0F: 2 clusters Score -1690180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1679229.000000 Penalty: 3144.482666
	Iteration 0F: 3 clusters Score -1679229 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1682925.750000 Penalty: 3144.482666
	Iteration 1F: 3 clusters Score -1682926 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1683232.500000 Penalty: 3144.482666
	Iteration 2F: 3 clusters Score -1683232 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1683511.375000 Penalty: 3144.482666
	Iteration 3Q: 3 clusters Score -1683511 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1683781.875000 Penalty: 3144.482666
	Iteration 4Q: 3 clusters Score -1683782 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1684068.125000 Penalty: 3144.482666
	Iteration 5Q: 3 clusters Score -1684068 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1684391.500000 Penalty: 3144.482666
	Iteration 6Q: 3 clusters Score -1684392 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1684801.500000 Penalty: 3144.482666
	Iteration 7Q: 3 clusters Score -1684802 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1685367.875000 Penalty: 3144.482666
	Iteration 8F: 3 clusters Score -1685368 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1686055.875000 Penalty: 3144.482666
	Iteration 9F: 3 clusters Score -1686056 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1686802.500000 Penalty: 3144.482666
	Iteration 10F: 3 clusters Score -1686802 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1687451.750000 Penalty: 3144.482666
	Iteration 11Q: 3 clusters Score -1687452 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1687923.750000 Penalty: 3144.482666
	Iteration 12Q: 3 clusters Score -1687924 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1688252.625000 Penalty: 3144.482666
	Iteration 13Q: 3 clusters Score -1688253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1688451.500000 Penalty: 3144.482666
	Iteration 14Q: 3 clusters Score -1688452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1688557.250000 Penalty: 3144.482666
	Iteration 15Q: 3 clusters Score -1688557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1688631.750000 Penalty: 3144.482666
	Iteration 16Q: 3 clusters Score -1688632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1688686.375000 Penalty: 3144.482666
	Iteration 17Q: 3 clusters Score -1688686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1688725.500000 Penalty: 3144.482666
	Iteration 18Q: 3 clusters Score -1688726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1688761.625000 Penalty: 3144.482666
	Iteration 19Q: 3 clusters Score -1688762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1688790.250000 Penalty: 3144.482666
	Iteration 20F: 3 clusters Score -1688790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1688816.250000 Penalty: 3144.482666
	Iteration 21Q: 3 clusters Score -1688816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1688828.500000 Penalty: 3144.482666
	Iteration 22Q: 3 clusters Score -1688828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1688840.500000 Penalty: 3144.482666
	Iteration 23Q: 3 clusters Score -1688840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1688851.000000 Penalty: 3144.482666
	Iteration 24Q: 3 clusters Score -1688851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1688861.000000 Penalty: 3144.482666
	Iteration 25Q: 3 clusters Score -1688861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1688866.000000 Penalty: 3144.482666
	Iteration 26Q: 3 clusters Score -1688866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1688870.250000 Penalty: 3144.482666
	Iteration 27Q: 3 clusters Score -1688870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1688872.250000 Penalty: 3144.482666
	Iteration 28Q: 3 clusters Score -1688872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1688874.500000 Penalty: 3144.482666
	Iteration 29Q: 3 clusters Score -1688874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1688874.500000 Penalty: 3144.482666
	Iteration 30F: 3 clusters Score -1688874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -12127.861328 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -12127.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11560.961914 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -11560.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11647.734375 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -11647.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11656.577148 Penalty: 1628.456543
	Iteration 2Q: 3 clusters Score -11656.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11656.577148 Penalty: 1628.456543
	Iteration 3F: 3 clusters Score -11656.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Entering Unmasked Estep 
Score: -1327022.750000 Penalty: 1534.571045
	Iteration 0F: 2 clusters Score -1327023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1318159.375000 Penalty: 3069.142090
	Iteration 0F: 3 clusters Score -1318159 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1321359.375000 Penalty: 3069.142090
	Iteration 1F: 3 clusters Score -1321359 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1322033.625000 Penalty: 3069.142090
	Iteration 2F: 3 clusters Score -1322034 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1322855.750000 Penalty: 3069.142090
	Iteration 3F: 3 clusters Score -1322856 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1323619.875000 Penalty: 3069.142090
	Iteration 4F: 3 clusters Score -1323620 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1324253.500000 Penalty: 3069.142090
	Iteration 5F: 3 clusters Score -1324254 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1324760.125000 Penalty: 3069.142090
	Iteration 6F: 3 clusters Score -1324760 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1325112.500000 Penalty: 3069.142090
	Iteration 7Q: 3 clusters Score -1325112 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1325361.125000 Penalty: 3069.142090
	Iteration 8Q: 3 clusters Score -1325361 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1325576.375000 Penalty: 3069.142090
	Iteration 9Q: 3 clusters Score -1325576 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1325756.375000 Penalty: 3069.142090
	Iteration 10Q: 3 clusters Score -1325756 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1325923.000000 Penalty: 3069.142090
	Iteration 11Q: 3 clusters Score -1325923 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1326072.500000 Penalty: 3069.142090
	Iteration 12Q: 3 clusters Score -1326072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1326200.750000 Penalty: 3069.142090
	Iteration 13Q: 3 clusters Score -1326201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1326268.625000 Penalty: 3069.142090
	Iteration 14Q: 3 clusters Score -1326269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1326310.875000 Penalty: 3069.142090
	Iteration 15Q: 3 clusters Score -1326311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1326340.625000 Penalty: 3069.142090
	Iteration 16Q: 3 clusters Score -1326341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1326352.125000 Penalty: 3069.142090
	Iteration 17Q: 3 clusters Score -1326352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1326364.125000 Penalty: 3069.142090
	Iteration 18Q: 3 clusters Score -1326364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1326372.625000 Penalty: 3069.142090
	Iteration 19Q: 3 clusters Score -1326373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1326379.250000 Penalty: 3069.142090
	Iteration 20F: 3 clusters Score -1326379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1326381.375000 Penalty: 3069.142090
	Iteration 21Q: 3 clusters Score -1326381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1326384.875000 Penalty: 3069.142090
	Iteration 22Q: 3 clusters Score -1326385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1326387.000000 Penalty: 3069.142090
	Iteration 23Q: 3 clusters Score -1326387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1326388.500000 Penalty: 3069.142090
	Iteration 24Q: 3 clusters Score -1326388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1326391.000000 Penalty: 3069.142090
	Iteration 25Q: 3 clusters Score -1326391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1326395.000000 Penalty: 3069.142090
	Iteration 26Q: 3 clusters Score -1326395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1326392.625000 Penalty: 3069.142090
	Iteration 27Q: 3 clusters Score -1326393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1326395.250000 Penalty: 3069.142090
	Iteration 28Q: 3 clusters Score -1326395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1326397.500000 Penalty: 3069.142090
	Iteration 29Q: 3 clusters Score -1326398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1326396.625000 Penalty: 3069.142090
	Iteration 30Q: 3 clusters Score -1326397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1326396.625000 Penalty: 3069.142090
	Iteration 31F: 3 clusters Score -1326397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Entering Unmasked Estep 
Score: -6100268.500000 Penalty: 1783.371094
	Iteration 0F: 2 clusters Score -6100268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -6061248.500000 Penalty: 3566.742188
	Iteration 0F: 3 clusters Score -6061248 nChanged 27445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6076714 nChanged 1832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6077078 nChanged 1640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -6077422.500000 Penalty: 3566.742188
	Iteration 3Q: 3 clusters Score -6077422 nChanged 1589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6077768 nChanged 1648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6078125 nChanged 1680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6078582 nChanged 1840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6079157 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -6080007.500000 Penalty: 3566.742188
	Iteration 8Q: 3 clusters Score -6080008 nChanged 2530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6081177.500000 Penalty: 3566.742188
	Iteration 9Q: 3 clusters Score -6081178 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6082805.000000 Penalty: 3566.742188
	Iteration 10Q: 3 clusters Score -6082805 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6085035.000000 Penalty: 3566.742188
	Iteration 11F: 3 clusters Score -6085035 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6087703.500000 Penalty: 3566.742188
	Iteration 12F: 3 clusters Score -6087704 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -6090047.500000 Penalty: 3566.742188
	Iteration 13F: 3 clusters Score -6090048 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6091659.000000 Penalty: 3566.742188
	Iteration 14Q: 3 clusters Score -6091659 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6092737.000000 Penalty: 3566.742188
	Iteration 15Q: 3 clusters Score -6092737 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -6093620.500000 Penalty: 3566.742188
	Iteration 16Q: 3 clusters Score -6093620 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -6094381.000000 Penalty: 3566.742188
	Iteration 17Q: 3 clusters Score -6094381 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6095086.000000 Penalty: 3566.742188
	Iteration 18Q: 3 clusters Score -6095086 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -6095778.000000 Penalty: 3566.742188
	Iteration 19Q: 3 clusters Score -6095778 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6096295.000000 Penalty: 3566.742188
	Iteration 20F: 3 clusters Score -6096295 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -6097066.500000 Penalty: 3566.742188
	Iteration 21Q: 3 clusters Score -6097066 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -6097580.500000 Penalty: 3566.742188
	Iteration 22Q: 3 clusters Score -6097580 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6097937.500000 Penalty: 3566.742188
	Iteration 23Q: 3 clusters Score -6097938 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -6098218.000000 Penalty: 3566.742188
	Iteration 24Q: 3 clusters Score -6098218 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -6098425.500000 Penalty: 3566.742188
	Iteration 25Q: 3 clusters Score -6098426 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -6098602.500000 Penalty: 3566.742188
	Iteration 26Q: 3 clusters Score -6098602 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6098752.000000 Penalty: 3566.742188
	Iteration 27Q: 3 clusters Score -6098752 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6098842.000000 Penalty: 3566.742188
	Iteration 28Q: 3 clusters Score -6098842 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6098895.000000 Penalty: 3566.742188
	Iteration 29Q: 3 clusters Score -6098895 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6098948.500000 Penalty: 3566.742188
	Iteration 30Q: 3 clusters Score -6098948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6098981.500000 Penalty: 3566.742188
	Iteration 31Q: 3 clusters Score -6098982 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6099015.500000 Penalty: 3566.742188
	Iteration 32Q: 3 clusters Score -6099016 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6099040.500000 Penalty: 3566.742188
	Iteration 33Q: 3 clusters Score -6099040 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6099054.000000 Penalty: 3566.742188
	Iteration 34Q: 3 clusters Score -6099054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6099067.000000 Penalty: 3566.742188
	Iteration 35Q: 3 clusters Score -6099067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6099053.500000 Penalty: 3566.742188
	Iteration 36Q: 3 clusters Score -6099054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6099079.000000 Penalty: 3566.742188
	Iteration 37Q: 3 clusters Score -6099079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6099092.500000 Penalty: 3566.742188
	Iteration 38Q: 3 clusters Score -6099092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6099098.500000 Penalty: 3566.742188
	Iteration 39Q: 3 clusters Score -6099098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6099098.500000 Penalty: 3566.742188
	Iteration 40F: 3 clusters Score -6099098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6099097.500000 Penalty: 3566.742188
	Iteration 41Q: 3 clusters Score -6099098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6099110.000000 Penalty: 3566.742188
	Iteration 42Q: 3 clusters Score -6099110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6099114.500000 Penalty: 3566.742188
	Iteration 43Q: 3 clusters Score -6099114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6099129.500000 Penalty: 3566.742188
	Iteration 44Q: 3 clusters Score -6099130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6099128.000000 Penalty: 3566.742188
	Iteration 45Q: 3 clusters Score -6099128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6099144.500000 Penalty: 3566.742188
	Iteration 46Q: 3 clusters Score -6099144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6099151.500000 Penalty: 3566.742188
	Iteration 47Q: 3 clusters Score -6099152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6099162.000000 Penalty: 3566.742188
	Iteration 48Q: 3 clusters Score -6099162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6099166.000000 Penalty: 3566.742188
	Iteration 49Q: 3 clusters Score -6099166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6099166.000000 Penalty: 3566.742188
	Iteration 50Q: 3 clusters Score -6099166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6099154.000000 Penalty: 3566.742188
	Iteration 51Q: 3 clusters Score -6099154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6099165.000000 Penalty: 3566.742188
	Iteration 52Q: 3 clusters Score -6099165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6099156.500000 Penalty: 3566.742188
	Iteration 53Q: 3 clusters Score -6099156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6099160.000000 Penalty: 3566.742188
	Iteration 54Q: 3 clusters Score -6099160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6099159.500000 Penalty: 3566.742188
	Iteration 55Q: 3 clusters Score -6099160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6099166.500000 Penalty: 3566.742188
	Iteration 56Q: 3 clusters Score -6099166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6099157.500000 Penalty: 3566.742188
	Iteration 57Q: 3 clusters Score -6099158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6099170.000000 Penalty: 3566.742188
	Iteration 58Q: 3 clusters Score -6099170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6099164.500000 Penalty: 3566.742188
	Iteration 59Q: 3 clusters Score -6099164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6099167.000000 Penalty: 3566.742188
	Iteration 60F: 3 clusters Score -6099167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6099162.500000 Penalty: 3566.742188
	Iteration 61Q: 3 clusters Score -6099162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6099166.500000 Penalty: 3566.742188
	Iteration 62Q: 3 clusters Score -6099166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6099168.000000 Penalty: 3566.742188
	Iteration 63Q: 3 clusters Score -6099168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6099173.000000 Penalty: 3566.742188
	Iteration 64Q: 3 clusters Score -6099173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6099169.000000 Penalty: 3566.742188
	Iteration 65Q: 3 clusters Score -6099169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6099174.500000 Penalty: 3566.742188
	Iteration 66Q: 3 clusters Score -6099174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6099181.000000 Penalty: 3566.742188
	Iteration 67Q: 3 clusters Score -6099181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6099177.000000 Penalty: 3566.742188
	Iteration 68Q: 3 clusters Score -6099177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6099177.500000 Penalty: 3566.742188
	Iteration 69Q: 3 clusters Score -6099178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6099176.500000 Penalty: 3566.742188
	Iteration 70Q: 3 clusters Score -6099176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6099184.000000 Penalty: 3566.742188
	Iteration 71Q: 3 clusters Score -6099184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6099182.500000 Penalty: 3566.742188
	Iteration 72Q: 3 clusters Score -6099182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6099179.500000 Penalty: 3566.742188
	Iteration 73Q: 3 clusters Score -6099180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6099183.000000 Penalty: 3566.742188
	Iteration 74Q: 3 clusters Score -6099183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6099177.000000 Penalty: 3566.742188
	Iteration 75Q: 3 clusters Score -6099177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6099176.500000 Penalty: 3566.742188
	Iteration 76Q: 3 clusters Score -6099176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6099190.500000 Penalty: 3566.742188
	Iteration 77Q: 3 clusters Score -6099190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6099183.500000 Penalty: 3566.742188
	Iteration 78Q: 3 clusters Score -6099184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6099186.500000 Penalty: 3566.742188
	Iteration 79Q: 3 clusters Score -6099186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6099190.000000 Penalty: 3566.742188
	Iteration 80F: 3 clusters Score -6099190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -335731.937500 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -335731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -332841.343750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -332841.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -333631.093750 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -333631.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -333805.968750 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -333806 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -333918.093750 Penalty: 2640.637695
	Iteration 3Q: 3 clusters Score -333918.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -333996.750000 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -333996.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -334054.343750 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -334054.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -334133.468750 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -334133.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -334211.718750 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -334211.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -334292.343750 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -334292.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -334364.062500 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -334364.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334416.031250 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -334416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -334461.375000 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -334461.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -334498.968750 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -334499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -334528.500000 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -334528.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -334546.375000 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -334546.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -334560.281250 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -334560.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -334579.468750 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -334579.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -334596.156250 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -334596.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -334611.937500 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -334611.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -334625.468750 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -334625.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -334641.156250 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -334641.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -334665.562500 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -334665.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -334688.718750 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -334688.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -334708.468750 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -334708.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -334721.156250 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -334721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -334736.187500 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -334736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -334748.187500 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -334748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -334760.750000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -334760.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -334771.187500 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -334771.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -334783.156250 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -334783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334792.812500 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -334792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -334808.281250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -334808.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -334821.968750 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -334822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -334833.031250 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -334833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -334843.718750 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -334843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -334853.343750 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -334853.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -334871.062500 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -334871.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -334891.406250 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -334891.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -334920.250000 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -334920.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -334942.500000 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -334942.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -334954.062500 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -334954.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -334963.562500 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -334963.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -334979.406250 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -334979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -334989.687500 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -334989.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -335006.937500 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -335006.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -335030.875000 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -335030.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -335047.937500 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -335047.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -335067.156250 Penalty: 2640.637695
	Iteration 47Q: 3 clusters Score -335067.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -335084.000000 Penalty: 2640.637695
	Iteration 48Q: 3 clusters Score -335084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -335091.125000 Penalty: 2640.637695
	Iteration 49Q: 3 clusters Score -335091.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -335099.687500 Penalty: 2640.637695
	Iteration 50Q: 3 clusters Score -335099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -335105.343750 Penalty: 2640.637695
	Iteration 51Q: 3 clusters Score -335105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -335109.656250 Penalty: 2640.637695
	Iteration 52Q: 3 clusters Score -335109.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -335113.031250 Penalty: 2640.637695
	Iteration 53Q: 3 clusters Score -335113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -335116.468750 Penalty: 2640.637695
	Iteration 54Q: 3 clusters Score -335116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -335124.343750 Penalty: 2640.637695
	Iteration 55Q: 3 clusters Score -335124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -335129.343750 Penalty: 2640.637695
	Iteration 56Q: 3 clusters Score -335129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -335135.125000 Penalty: 2640.637695
	Iteration 57Q: 3 clusters Score -335135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -335139.343750 Penalty: 2640.637695
	Iteration 58Q: 3 clusters Score -335139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -335142.312500 Penalty: 2640.637695
	Iteration 59Q: 3 clusters Score -335142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -335144.812500 Penalty: 2640.637695
	Iteration 60F: 3 clusters Score -335144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -335145.875000 Penalty: 2640.637695
	Iteration 61Q: 3 clusters Score -335145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -335146.937500 Penalty: 2640.637695
	Iteration 62Q: 3 clusters Score -335146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -335146.937500 Penalty: 2640.637695
	Iteration 63F: 3 clusters Score -335146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Entering Unmasked Estep 
Score: -2255433.250000 Penalty: 1621.544312
	Iteration 0F: 2 clusters Score -2255433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2240862.000000 Penalty: 3243.088623
	Iteration 0F: 3 clusters Score -2240862 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2246334.000000 Penalty: 3243.088623
	Iteration 1F: 3 clusters Score -2246334 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2246811.750000 Penalty: 3243.088623
	Iteration 2F: 3 clusters Score -2246812 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2247281.000000 Penalty: 3243.088623
	Iteration 3Q: 3 clusters Score -2247281 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2247763.500000 Penalty: 3243.088623
	Iteration 4Q: 3 clusters Score -2247764 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2248274.000000 Penalty: 3243.088623
	Iteration 5Q: 3 clusters Score -2248274 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2248814.250000 Penalty: 3243.088623
	Iteration 6F: 3 clusters Score -2248814 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2249440.750000 Penalty: 3243.088623
	Iteration 7F: 3 clusters Score -2249441 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2250112.750000 Penalty: 3243.088623
	Iteration 8Q: 3 clusters Score -2250113 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2250732.500000 Penalty: 3243.088623
	Iteration 9Q: 3 clusters Score -2250732 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2251218.000000 Penalty: 3243.088623
	Iteration 10Q: 3 clusters Score -2251218 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2251496.250000 Penalty: 3243.088623
	Iteration 11Q: 3 clusters Score -2251496 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2251667.500000 Penalty: 3243.088623
	Iteration 12Q: 3 clusters Score -2251668 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2251779.750000 Penalty: 3243.088623
	Iteration 13Q: 3 clusters Score -2251780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2251847.250000 Penalty: 3243.088623
	Iteration 14Q: 3 clusters Score -2251847 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2251905.750000 Penalty: 3243.088623
	Iteration 15Q: 3 clusters Score -2251906 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2251950.750000 Penalty: 3243.088623
	Iteration 16Q: 3 clusters Score -2251951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2251985.750000 Penalty: 3243.088623
	Iteration 17Q: 3 clusters Score -2251986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2252008.750000 Penalty: 3243.088623
	Iteration 18Q: 3 clusters Score -2252009 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2252024.500000 Penalty: 3243.088623
	Iteration 19Q: 3 clusters Score -2252024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2252044.250000 Penalty: 3243.088623
	Iteration 20F: 3 clusters Score -2252044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2252051.250000 Penalty: 3243.088623
	Iteration 21Q: 3 clusters Score -2252051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2252071.750000 Penalty: 3243.088623
	Iteration 22Q: 3 clusters Score -2252072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2252089.000000 Penalty: 3243.088623
	Iteration 23Q: 3 clusters Score -2252089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2252104.250000 Penalty: 3243.088623
	Iteration 24Q: 3 clusters Score -2252104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2252112.000000 Penalty: 3243.088623
	Iteration 25Q: 3 clusters Score -2252112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2252127.250000 Penalty: 3243.088623
	Iteration 26Q: 3 clusters Score -2252127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2252136.250000 Penalty: 3243.088623
	Iteration 27Q: 3 clusters Score -2252136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2252139.000000 Penalty: 3243.088623
	Iteration 28Q: 3 clusters Score -2252139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2252137.500000 Penalty: 3243.088623
	Iteration 29Q: 3 clusters Score -2252138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2252139.000000 Penalty: 3243.088623
	Iteration 30Q: 3 clusters Score -2252139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2252136.250000 Penalty: 3243.088623
	Iteration 31Q: 3 clusters Score -2252136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2252141.500000 Penalty: 3243.088623
	Iteration 32Q: 3 clusters Score -2252142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2252137.750000 Penalty: 3243.088623
	Iteration 33Q: 3 clusters Score -2252138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2252140.500000 Penalty: 3243.088623
	Iteration 34Q: 3 clusters Score -2252140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2252140.500000 Penalty: 3243.088623
	Iteration 35Q: 3 clusters Score -2252140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2252140.250000 Penalty: 3243.088623
	Iteration 36Q: 3 clusters Score -2252140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2252141.000000 Penalty: 3243.088623
	Iteration 37Q: 3 clusters Score -2252141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2252144.000000 Penalty: 3243.088623
	Iteration 38Q: 3 clusters Score -2252144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2252151.250000 Penalty: 3243.088623
	Iteration 39Q: 3 clusters Score -2252151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2252153.000000 Penalty: 3243.088623
	Iteration 40F: 3 clusters Score -2252153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2252156.000000 Penalty: 3243.088623
	Iteration 41Q: 3 clusters Score -2252156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2252150.500000 Penalty: 3243.088623
	Iteration 42Q: 3 clusters Score -2252150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2252148.000000 Penalty: 3243.088623
	Iteration 43Q: 3 clusters Score -2252148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2252154.750000 Penalty: 3243.088623
	Iteration 44Q: 3 clusters Score -2252155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2252157.250000 Penalty: 3243.088623
	Iteration 45Q: 3 clusters Score -2252157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2252155.750000 Penalty: 3243.088623
	Iteration 46Q: 3 clusters Score -2252156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2252158.750000 Penalty: 3243.088623
	Iteration 47Q: 3 clusters Score -2252159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2252160.250000 Penalty: 3243.088623
	Iteration 48Q: 3 clusters Score -2252160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2252155.250000 Penalty: 3243.088623
	Iteration 49Q: 3 clusters Score -2252155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2252162.750000 Penalty: 3243.088623
	Iteration 50Q: 3 clusters Score -2252163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2252167.500000 Penalty: 3243.088623
	Iteration 51Q: 3 clusters Score -2252168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2252173.500000 Penalty: 3243.088623
	Iteration 52Q: 3 clusters Score -2252174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2252175.500000 Penalty: 3243.088623
	Iteration 53Q: 3 clusters Score -2252176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2252175.000000 Penalty: 3243.088623
	Iteration 54Q: 3 clusters Score -2252175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2252175.750000 Penalty: 3243.088623
	Iteration 55Q: 3 clusters Score -2252176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2252175.000000 Penalty: 3243.088623
	Iteration 56Q: 3 clusters Score -2252175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2252175.500000 Penalty: 3243.088623
	Iteration 57Q: 3 clusters Score -2252176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2252176.500000 Penalty: 3243.088623
	Iteration 58Q: 3 clusters Score -2252176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2252173.500000 Penalty: 3243.088623
	Iteration 59Q: 3 clusters Score -2252174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2252175.000000 Penalty: 3243.088623
	Iteration 60F: 3 clusters Score -2252175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2252177.750000 Penalty: 3243.088623
	Iteration 61Q: 3 clusters Score -2252178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2252173.000000 Penalty: 3243.088623
	Iteration 62Q: 3 clusters Score -2252173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2252175.750000 Penalty: 3243.088623
	Iteration 63Q: 3 clusters Score -2252176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2252176.000000 Penalty: 3243.088623
	Iteration 64Q: 3 clusters Score -2252176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2252178.500000 Penalty: 3243.088623
	Iteration 65Q: 3 clusters Score -2252178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2252183.250000 Penalty: 3243.088623
	Iteration 66Q: 3 clusters Score -2252183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2252181.500000 Penalty: 3243.088623
	Iteration 67Q: 3 clusters Score -2252182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2252184.500000 Penalty: 3243.088623
	Iteration 68Q: 3 clusters Score -2252184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2252179.250000 Penalty: 3243.088623
	Iteration 69Q: 3 clusters Score -2252179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2252180.750000 Penalty: 3243.088623
	Iteration 70Q: 3 clusters Score -2252181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2252185.500000 Penalty: 3243.088623
	Iteration 71Q: 3 clusters Score -2252186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2252187.250000 Penalty: 3243.088623
	Iteration 72Q: 3 clusters Score -2252187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2252191.000000 Penalty: 3243.088623
	Iteration 73Q: 3 clusters Score -2252191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2252187.750000 Penalty: 3243.088623
	Iteration 74Q: 3 clusters Score -2252188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2252183.000000 Penalty: 3243.088623
	Iteration 75Q: 3 clusters Score -2252183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2252181.750000 Penalty: 3243.088623
	Iteration 76Q: 3 clusters Score -2252182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2252185.250000 Penalty: 3243.088623
	Iteration 77Q: 3 clusters Score -2252185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2252182.250000 Penalty: 3243.088623
	Iteration 78Q: 3 clusters Score -2252182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2252186.250000 Penalty: 3243.088623
	Iteration 79Q: 3 clusters Score -2252186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2252187.250000 Penalty: 3243.088623
	Iteration 80F: 3 clusters Score -2252187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2252189.000000 Penalty: 3243.088623
	Iteration 81Q: 3 clusters Score -2252189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2252192.000000 Penalty: 3243.088623
	Iteration 82Q: 3 clusters Score -2252192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2252190.750000 Penalty: 3243.088623
	Iteration 83Q: 3 clusters Score -2252191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2252190.500000 Penalty: 3243.088623
	Iteration 84Q: 3 clusters Score -2252190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2252190.000000 Penalty: 3243.088623
	Iteration 85Q: 3 clusters Score -2252190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2252194.750000 Penalty: 3243.088623
	Iteration 86Q: 3 clusters Score -2252195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2252192.000000 Penalty: 3243.088623
	Iteration 87Q: 3 clusters Score -2252192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2252189.500000 Penalty: 3243.088623
	Iteration 88Q: 3 clusters Score -2252190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2252193.250000 Penalty: 3243.088623
	Iteration 89Q: 3 clusters Score -2252193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2252195.000000 Penalty: 3243.088623
	Iteration 90Q: 3 clusters Score -2252195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2252191.750000 Penalty: 3243.088623
	Iteration 91Q: 3 clusters Score -2252192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2252193.750000 Penalty: 3243.088623
	Iteration 92Q: 3 clusters Score -2252194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2252197.250000 Penalty: 3243.088623
	Iteration 93Q: 3 clusters Score -2252197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2252194.750000 Penalty: 3243.088623
	Iteration 94Q: 3 clusters Score -2252195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2252196.250000 Penalty: 3243.088623
	Iteration 95Q: 3 clusters Score -2252196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2252199.250000 Penalty: 3243.088623
	Iteration 96Q: 3 clusters Score -2252199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2252197.750000 Penalty: 3243.088623
	Iteration 97Q: 3 clusters Score -2252198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2252200.000000 Penalty: 3243.088623
	Iteration 98Q: 3 clusters Score -2252200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2252198.500000 Penalty: 3243.088623
	Iteration 99Q: 3 clusters Score -2252198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2252198.750000 Penalty: 3243.088623
	Iteration 100F: 3 clusters Score -2252199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2252200.500000 Penalty: 3243.088623
	Iteration 101Q: 3 clusters Score -2252200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 3243.088623
	Iteration 102Q: 3 clusters Score -2252200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2252199.500000 Penalty: 3243.088623
	Iteration 103Q: 3 clusters Score -2252200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 3243.088623
	Iteration 104Q: 3 clusters Score -2252200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2252201.000000 Penalty: 3243.088623
	Iteration 105Q: 3 clusters Score -2252201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2252201.500000 Penalty: 3243.088623
	Iteration 106Q: 3 clusters Score -2252202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2252198.000000 Penalty: 3243.088623
	Iteration 107Q: 3 clusters Score -2252198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2252199.250000 Penalty: 3243.088623
	Iteration 108Q: 3 clusters Score -2252199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2252198.000000 Penalty: 3243.088623
	Iteration 109Q: 3 clusters Score -2252198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2252198.250000 Penalty: 3243.088623
	Iteration 110Q: 3 clusters Score -2252198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2252196.750000 Penalty: 3243.088623
	Iteration 111Q: 3 clusters Score -2252197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2252196.750000 Penalty: 3243.088623
	Iteration 112Q: 3 clusters Score -2252197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2252197.750000 Penalty: 3243.088623
	Iteration 113Q: 3 clusters Score -2252198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2252199.500000 Penalty: 3243.088623
	Iteration 114Q: 3 clusters Score -2252200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 3243.088623
	Iteration 115Q: 3 clusters Score -2252200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 3243.088623
	Iteration 116Q: 3 clusters Score -2252200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2252200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2252199.750000 Penalty: 3243.088623
	Iteration 118F: 3 clusters Score -2252200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Entering Unmasked Estep 
Score: -1217850.375000 Penalty: 1514.296265
	Iteration 0F: 2 clusters Score -1217850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1209917.125000 Penalty: 3028.592529
	Iteration 0F: 3 clusters Score -1209917 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1212529.625000 Penalty: 3028.592529
	Iteration 1F: 3 clusters Score -1212530 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1212746.875000 Penalty: 3028.592529
	Iteration 2F: 3 clusters Score -1212747 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1212937.625000 Penalty: 3028.592529
	Iteration 3Q: 3 clusters Score -1212938 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1213140.000000 Penalty: 3028.592529
	Iteration 4Q: 3 clusters Score -1213140 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1213396.250000 Penalty: 3028.592529
	Iteration 5Q: 3 clusters Score -1213396 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1213763.875000 Penalty: 3028.592529
	Iteration 6F: 3 clusters Score -1213764 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1214222.250000 Penalty: 3028.592529
	Iteration 7F: 3 clusters Score -1214222 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1214742.250000 Penalty: 3028.592529
	Iteration 8F: 3 clusters Score -1214742 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1215292.250000 Penalty: 3028.592529
	Iteration 9F: 3 clusters Score -1215292 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1215734.875000 Penalty: 3028.592529
	Iteration 10Q: 3 clusters Score -1215735 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1215998.375000 Penalty: 3028.592529
	Iteration 11Q: 3 clusters Score -1215998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1216158.000000 Penalty: 3028.592529
	Iteration 12Q: 3 clusters Score -1216158 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1216283.750000 Penalty: 3028.592529
	Iteration 13Q: 3 clusters Score -1216284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1216345.625000 Penalty: 3028.592529
	Iteration 14Q: 3 clusters Score -1216346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1216391.750000 Penalty: 3028.592529
	Iteration 15Q: 3 clusters Score -1216392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1216427.875000 Penalty: 3028.592529
	Iteration 16Q: 3 clusters Score -1216428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1216451.250000 Penalty: 3028.592529
	Iteration 17Q: 3 clusters Score -1216451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1216470.500000 Penalty: 3028.592529
	Iteration 18Q: 3 clusters Score -1216470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1216487.375000 Penalty: 3028.592529
	Iteration 19Q: 3 clusters Score -1216487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1216499.375000 Penalty: 3028.592529
	Iteration 20F: 3 clusters Score -1216499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1216514.875000 Penalty: 3028.592529
	Iteration 21Q: 3 clusters Score -1216515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1216526.250000 Penalty: 3028.592529
	Iteration 22Q: 3 clusters Score -1216526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1216538.875000 Penalty: 3028.592529
	Iteration 23Q: 3 clusters Score -1216539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1216550.875000 Penalty: 3028.592529
	Iteration 24Q: 3 clusters Score -1216551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1216557.875000 Penalty: 3028.592529
	Iteration 25Q: 3 clusters Score -1216558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1216561.750000 Penalty: 3028.592529
	Iteration 26Q: 3 clusters Score -1216562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1216571.375000 Penalty: 3028.592529
	Iteration 27Q: 3 clusters Score -1216571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1216574.625000 Penalty: 3028.592529
	Iteration 28Q: 3 clusters Score -1216575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1216578.625000 Penalty: 3028.592529
	Iteration 29Q: 3 clusters Score -1216579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1216579.750000 Penalty: 3028.592529
	Iteration 30Q: 3 clusters Score -1216580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1216582.500000 Penalty: 3028.592529
	Iteration 31Q: 3 clusters Score -1216582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1216583.625000 Penalty: 3028.592529
	Iteration 32Q: 3 clusters Score -1216584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1216584.750000 Penalty: 3028.592529
	Iteration 33Q: 3 clusters Score -1216585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1216587.375000 Penalty: 3028.592529
	Iteration 34Q: 3 clusters Score -1216587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1216588.875000 Penalty: 3028.592529
	Iteration 35Q: 3 clusters Score -1216589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1216591.250000 Penalty: 3028.592529
	Iteration 36Q: 3 clusters Score -1216591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1216594.625000 Penalty: 3028.592529
	Iteration 37Q: 3 clusters Score -1216595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1216592.000000 Penalty: 3028.592529
	Iteration 38Q: 3 clusters Score -1216592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1216595.500000 Penalty: 3028.592529
	Iteration 39Q: 3 clusters Score -1216596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1216594.375000 Penalty: 3028.592529
	Iteration 40F: 3 clusters Score -1216594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1216597.375000 Penalty: 3028.592529
	Iteration 41Q: 3 clusters Score -1216597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1216595.625000 Penalty: 3028.592529
	Iteration 42Q: 3 clusters Score -1216596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1216595.625000 Penalty: 3028.592529
	Iteration 43F: 3 clusters Score -1216596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13117.617188 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13117.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12542.762695 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -12542.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12629.061523 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -12629.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12645.760742 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -12645.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12650.682617 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -12650.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12653.702148 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -12653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12656.825195 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -12656.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12656.825195 Penalty: 1663.348022
	Iteration 6F: 3 clusters Score -12656.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -350791.562500 Penalty: 1330.977661
	Iteration 0F: 2 clusters Score -350791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -347701.875000 Penalty: 2661.955322
	Iteration 0F: 3 clusters Score -347701.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -348610.218750 Penalty: 2661.955322
	Iteration 1F: 3 clusters Score -348610.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -348867.750000 Penalty: 2661.955322
	Iteration 2F: 3 clusters Score -348867.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -349074.812500 Penalty: 2661.955322
	Iteration 3F: 3 clusters Score -349074.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -349221.937500 Penalty: 2661.955322
	Iteration 4F: 3 clusters Score -349221.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -349326.531250 Penalty: 2661.955322
	Iteration 5Q: 3 clusters Score -349326.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -349390.468750 Penalty: 2661.955322
	Iteration 6Q: 3 clusters Score -349390.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -349443.375000 Penalty: 2661.955322
	Iteration 7Q: 3 clusters Score -349443.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -349502.031250 Penalty: 2661.955322
	Iteration 8Q: 3 clusters Score -349502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -349544.937500 Penalty: 2661.955322
	Iteration 9Q: 3 clusters Score -349544.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -349582.656250 Penalty: 2661.955322
	Iteration 10Q: 3 clusters Score -349582.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -349614.906250 Penalty: 2661.955322
	Iteration 11Q: 3 clusters Score -349614.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -349646.437500 Penalty: 2661.955322
	Iteration 12Q: 3 clusters Score -349646.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -349675.593750 Penalty: 2661.955322
	Iteration 13Q: 3 clusters Score -349675.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -349697.218750 Penalty: 2661.955322
	Iteration 14Q: 3 clusters Score -349697.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -349720.437500 Penalty: 2661.955322
	Iteration 15Q: 3 clusters Score -349720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -349740.000000 Penalty: 2661.955322
	Iteration 16Q: 3 clusters Score -349740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -349754.406250 Penalty: 2661.955322
	Iteration 17Q: 3 clusters Score -349754.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -349767.625000 Penalty: 2661.955322
	Iteration 18Q: 3 clusters Score -349767.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -349778.218750 Penalty: 2661.955322
	Iteration 19Q: 3 clusters Score -349778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -349785.218750 Penalty: 2661.955322
	Iteration 20F: 3 clusters Score -349785.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -349790.187500 Penalty: 2661.955322
	Iteration 21Q: 3 clusters Score -349790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -349793.562500 Penalty: 2661.955322
	Iteration 22Q: 3 clusters Score -349793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -349796.968750 Penalty: 2661.955322
	Iteration 23Q: 3 clusters Score -349797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -349797.562500 Penalty: 2661.955322
	Iteration 24Q: 3 clusters Score -349797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -349797.437500 Penalty: 2661.955322
	Iteration 25Q: 3 clusters Score -349797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -349798.937500 Penalty: 2661.955322
	Iteration 26Q: 3 clusters Score -349798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -349798.968750 Penalty: 2661.955322
	Iteration 27Q: 3 clusters Score -349799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -349798.968750 Penalty: 2661.955322
	Iteration 28F: 3 clusters Score -349799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -162738.984375 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -162739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160975.281250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -160975.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161342.734375 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -161342.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161452.484375 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -161452.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161512.437500 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -161512.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161551.984375 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -161552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -161580.750000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -161580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161601.656250 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -161601.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161620.828125 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -161620.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161631.000000 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -161631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161642.953125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -161643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -161650.328125 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -161650.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161656.031250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -161656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161659.421875 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -161659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161662.921875 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -161662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161665.187500 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -161665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161669.328125 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -161669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -161672.250000 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -161672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161674.828125 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -161674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161674.828125 Penalty: 2388.081787
	Iteration 18F: 3 clusters Score -161674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Entering Unmasked Estep 
Score: -16478442.000000 Penalty: 1941.141602
	Iteration 0F: 2 clusters Score -1.647844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -16376573.000000 Penalty: 3882.283203
	Iteration 0F: 3 clusters Score -1.637657e+07 nChanged 74147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -16421362.000000 Penalty: 3882.283203
	Iteration 1F: 3 clusters Score -1.642136e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -16424068.000000 Penalty: 3882.283203
	Iteration 2Q: 3 clusters Score -1.642407e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -16427935.000000 Penalty: 3882.283203
	Iteration 3Q: 3 clusters Score -1.642794e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -16434013.000000 Penalty: 3882.283203
	Iteration 4F: 3 clusters Score -1.643401e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -16443826.000000 Penalty: 3882.283203
	Iteration 5F: 3 clusters Score -1.644383e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -16456166.000000 Penalty: 3882.283203
	Iteration 6F: 3 clusters Score -1.645617e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -16465565.000000 Penalty: 3882.283203
	Iteration 7F: 3 clusters Score -1.646556e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -16469754.000000 Penalty: 3882.283203
	Iteration 8Q: 3 clusters Score -1.646975e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -16471657.000000 Penalty: 3882.283203
	Iteration 9Q: 3 clusters Score -1.647166e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -16472908.000000 Penalty: 3882.283203
	Iteration 10Q: 3 clusters Score -1.647291e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -16473775.000000 Penalty: 3882.283203
	Iteration 11Q: 3 clusters Score -1.647378e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -16474281.000000 Penalty: 3882.283203
	Iteration 12Q: 3 clusters Score -1.647428e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -16474717.000000 Penalty: 3882.283203
	Iteration 13Q: 3 clusters Score -1.647472e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 118124 members 
Entering Unmasked Estep 
Score: -16474995.000000 Penalty: 3882.283203
	Iteration 14Q: 3 clusters Score -1.6475e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -16475267.000000 Penalty: 3882.283203
	Iteration 15Q: 3 clusters Score -1.647527e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -16475534.000000 Penalty: 3882.283203
	Iteration 16Q: 3 clusters Score -1.647553e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -16475710.000000 Penalty: 3882.283203
	Iteration 17Q: 3 clusters Score -1.647571e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -16475996.000000 Penalty: 3882.283203
	Iteration 18Q: 3 clusters Score -1.6476e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -16476242.000000 Penalty: 3882.283203
	Iteration 19Q: 3 clusters Score -1.647624e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -16476356.000000 Penalty: 3882.283203
	Iteration 20F: 3 clusters Score -1.647636e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 127155 members 
Entering Unmasked Estep 
Score: -16476425.000000 Penalty: 3882.283203
	Iteration 21Q: 3 clusters Score -1.647642e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 128232 members 
Entering Unmasked Estep 
Score: -16476625.000000 Penalty: 3882.283203
	Iteration 22Q: 3 clusters Score -1.647662e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 129205 members 
Entering Unmasked Estep 
Score: -16476738.000000 Penalty: 3882.283203
	Iteration 23Q: 3 clusters Score -1.647674e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -16476783.000000 Penalty: 3882.283203
	Iteration 24Q: 3 clusters Score -1.647678e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -16476853.000000 Penalty: 3882.283203
	Iteration 25Q: 3 clusters Score -1.647685e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -16476906.000000 Penalty: 3882.283203
	Iteration 26Q: 3 clusters Score -1.647691e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 132585 members 
Entering Unmasked Estep 
Score: -16476983.000000 Penalty: 3882.283203
	Iteration 27Q: 3 clusters Score -1.647698e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 133337 members 
Entering Unmasked Estep 
Score: -16477146.000000 Penalty: 3882.283203
	Iteration 28Q: 3 clusters Score -1.647715e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 134080 members 
Entering Unmasked Estep 
Score: -16477346.000000 Penalty: 3882.283203
	Iteration 29Q: 3 clusters Score -1.647735e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 134758 members 
Entering Unmasked Estep 
Score: -16477373.000000 Penalty: 3882.283203
	Iteration 30Q: 3 clusters Score -1.647737e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -16477468.000000 Penalty: 3882.283203
	Iteration 31Q: 3 clusters Score -1.647747e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 136048 members 
Entering Unmasked Estep 
Score: -16477498.000000 Penalty: 3882.283203
	Iteration 32Q: 3 clusters Score -1.64775e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 136658 members 
Entering Unmasked Estep 
Score: -16477594.000000 Penalty: 3882.283203
	Iteration 33Q: 3 clusters Score -1.647759e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -16477656.000000 Penalty: 3882.283203
	Iteration 34Q: 3 clusters Score -1.647766e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -16477681.000000 Penalty: 3882.283203
	Iteration 35Q: 3 clusters Score -1.647768e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -16477660.000000 Penalty: 3882.283203
	Iteration 36Q: 3 clusters Score -1.647766e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -16477704.000000 Penalty: 3882.283203
	Iteration 37Q: 3 clusters Score -1.64777e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -16477717.000000 Penalty: 3882.283203
	Iteration 38Q: 3 clusters Score -1.647772e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -16477692.000000 Penalty: 3882.283203
	Iteration 39Q: 3 clusters Score -1.647769e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -16477696.000000 Penalty: 3882.283203
	Iteration 40F: 3 clusters Score -1.64777e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 140294 members 
Entering Unmasked Estep 
Score: -16477825.000000 Penalty: 3882.283203
	Iteration 41Q: 3 clusters Score -1.647782e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -16477879.000000 Penalty: 3882.283203
	Iteration 42Q: 3 clusters Score -1.647788e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -16477914.000000 Penalty: 3882.283203
	Iteration 43Q: 3 clusters Score -1.647791e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 141239 members 
Entering Unmasked Estep 
Score: -16477974.000000 Penalty: 3882.283203
	Iteration 44Q: 3 clusters Score -1.647797e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -16477999.000000 Penalty: 3882.283203
	Iteration 45Q: 3 clusters Score -1.6478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 141754 members 
Entering Unmasked Estep 
Score: -16477981.000000 Penalty: 3882.283203
	Iteration 46Q: 3 clusters Score -1.647798e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -16477974.000000 Penalty: 3882.283203
	Iteration 47Q: 3 clusters Score -1.647797e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -16477993.000000 Penalty: 3882.283203
	Iteration 48Q: 3 clusters Score -1.647799e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -16477989.000000 Penalty: 3882.283203
	Iteration 49Q: 3 clusters Score -1.647799e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 142704 members 
Entering Unmasked Estep 
Score: -16477983.000000 Penalty: 3882.283203
	Iteration 50Q: 3 clusters Score -1.647798e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -16477981.000000 Penalty: 3882.283203
	Iteration 51Q: 3 clusters Score -1.647798e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 143214 members 
Entering Unmasked Estep 
Score: -16477961.000000 Penalty: 3882.283203
	Iteration 52Q: 3 clusters Score -1.647796e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -16477997.000000 Penalty: 3882.283203
	Iteration 53Q: 3 clusters Score -1.6478e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 143728 members 
Entering Unmasked Estep 
Score: -16478024.000000 Penalty: 3882.283203
	Iteration 54Q: 3 clusters Score -1.647802e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 143981 members 
Entering Unmasked Estep 
Score: -16478027.000000 Penalty: 3882.283203
	Iteration 55Q: 3 clusters Score -1.647803e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -16478013.000000 Penalty: 3882.283203
	Iteration 56Q: 3 clusters Score -1.647801e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -16478041.000000 Penalty: 3882.283203
	Iteration 57Q: 3 clusters Score -1.647804e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 144760 members 
Entering Unmasked Estep 
Score: -16478057.000000 Penalty: 3882.283203
	Iteration 58Q: 3 clusters Score -1.647806e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -16478033.000000 Penalty: 3882.283203
	Iteration 59Q: 3 clusters Score -1.647803e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 145250 members 
Entering Unmasked Estep 
Score: -16478025.000000 Penalty: 3882.283203
	Iteration 60F: 3 clusters Score -1.647802e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -16477993.000000 Penalty: 3882.283203
	Iteration 61Q: 3 clusters Score -1.647799e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 145707 members 
Entering Unmasked Estep 
Score: -16478032.000000 Penalty: 3882.283203
	Iteration 62Q: 3 clusters Score -1.647803e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -16477990.000000 Penalty: 3882.283203
	Iteration 63Q: 3 clusters Score -1.647799e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -16477940.000000 Penalty: 3882.283203
	Iteration 64Q: 3 clusters Score -1.647794e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 146390 members 
Entering Unmasked Estep 
Score: -16477973.000000 Penalty: 3882.283203
	Iteration 65Q: 3 clusters Score -1.647797e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 146592 members 
Entering Unmasked Estep 
Score: -16477942.000000 Penalty: 3882.283203
	Iteration 66Q: 3 clusters Score -1.647794e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 146783 members 
Entering Unmasked Estep 
Score: -16477990.000000 Penalty: 3882.283203
	Iteration 67Q: 3 clusters Score -1.647799e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -16477965.000000 Penalty: 3882.283203
	Iteration 68Q: 3 clusters Score -1.647796e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 147174 members 
Entering Unmasked Estep 
Score: -16477972.000000 Penalty: 3882.283203
	Iteration 69Q: 3 clusters Score -1.647797e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -16477989.000000 Penalty: 3882.283203
	Iteration 70Q: 3 clusters Score -1.647799e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 147539 members 
Entering Unmasked Estep 
Score: -16477977.000000 Penalty: 3882.283203
	Iteration 71Q: 3 clusters Score -1.647798e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 147716 members 
Entering Unmasked Estep 
Score: -16477985.000000 Penalty: 3882.283203
	Iteration 72Q: 3 clusters Score -1.647798e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -16477976.000000 Penalty: 3882.283203
	Iteration 73Q: 3 clusters Score -1.647798e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -16477946.000000 Penalty: 3882.283203
	Iteration 74Q: 3 clusters Score -1.647795e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -16477962.000000 Penalty: 3882.283203
	Iteration 75Q: 3 clusters Score -1.647796e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 148221 members 
Entering Unmasked Estep 
Score: -16477949.000000 Penalty: 3882.283203
	Iteration 76Q: 3 clusters Score -1.647795e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -16477968.000000 Penalty: 3882.283203
	Iteration 77Q: 3 clusters Score -1.647797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -16477954.000000 Penalty: 3882.283203
	Iteration 78Q: 3 clusters Score -1.647795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -16477940.000000 Penalty: 3882.283203
	Iteration 79Q: 3 clusters Score -1.647794e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -16477914.000000 Penalty: 3882.283203
	Iteration 80F: 3 clusters Score -1.647791e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -16477907.000000 Penalty: 3882.283203
	Iteration 81Q: 3 clusters Score -1.647791e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -16477916.000000 Penalty: 3882.283203
	Iteration 82Q: 3 clusters Score -1.647792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -16477912.000000 Penalty: 3882.283203
	Iteration 83Q: 3 clusters Score -1.647791e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -16477935.000000 Penalty: 3882.283203
	Iteration 84Q: 3 clusters Score -1.647794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 149025 members 
Entering Unmasked Estep 
Score: -16477932.000000 Penalty: 3882.283203
	Iteration 85Q: 3 clusters Score -1.647793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -16477967.000000 Penalty: 3882.283203
	Iteration 86Q: 3 clusters Score -1.647797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 149174 members 
Entering Unmasked Estep 
Score: -16477976.000000 Penalty: 3882.283203
	Iteration 87Q: 3 clusters Score -1.647798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -16477956.000000 Penalty: 3882.283203
	Iteration 88Q: 3 clusters Score -1.647796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 149330 members 
Entering Unmasked Estep 
Score: -16477959.000000 Penalty: 3882.283203
	Iteration 89Q: 3 clusters Score -1.647796e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 149402 members 
Entering Unmasked Estep 
Score: -16477966.000000 Penalty: 3882.283203
	Iteration 90Q: 3 clusters Score -1.647797e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -16477970.000000 Penalty: 3882.283203
	Iteration 91Q: 3 clusters Score -1.647797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -16477971.000000 Penalty: 3882.283203
	Iteration 92Q: 3 clusters Score -1.647797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -16477976.000000 Penalty: 3882.283203
	Iteration 93Q: 3 clusters Score -1.647798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -16477938.000000 Penalty: 3882.283203
	Iteration 94Q: 3 clusters Score -1.647794e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -16477945.000000 Penalty: 3882.283203
	Iteration 95Q: 3 clusters Score -1.647794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -16477937.000000 Penalty: 3882.283203
	Iteration 96Q: 3 clusters Score -1.647794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -16477938.000000 Penalty: 3882.283203
	Iteration 97Q: 3 clusters Score -1.647794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -16477933.000000 Penalty: 3882.283203
	Iteration 98Q: 3 clusters Score -1.647793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -16477916.000000 Penalty: 3882.283203
	Iteration 99Q: 3 clusters Score -1.647792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -16477910.000000 Penalty: 3882.283203
	Iteration 100F: 3 clusters Score -1.647791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 149797 members 
Entering Unmasked Estep 
Score: -16477913.000000 Penalty: 3882.283203
	Iteration 101Q: 3 clusters Score -1.647791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -16477909.000000 Penalty: 3882.283203
	Iteration 102Q: 3 clusters Score -1.647791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -16477911.000000 Penalty: 3882.283203
	Iteration 103Q: 3 clusters Score -1.647791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -16477902.000000 Penalty: 3882.283203
	Iteration 104Q: 3 clusters Score -1.64779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -16477904.000000 Penalty: 3882.283203
	Iteration 105Q: 3 clusters Score -1.64779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -16477905.000000 Penalty: 3882.283203
	Iteration 106Q: 3 clusters Score -1.64779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 149876 members 
Entering Unmasked Estep 
Score: -16477914.000000 Penalty: 3882.283203
	Iteration 107Q: 3 clusters Score -1.647791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 149893 members 
Entering Unmasked Estep 
Score: -16477910.000000 Penalty: 3882.283203
	Iteration 108Q: 3 clusters Score -1.647791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -16477888.000000 Penalty: 3882.283203
	Iteration 109Q: 3 clusters Score -1.647789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 149924 members 
Entering Unmasked Estep 
Score: -16477882.000000 Penalty: 3882.283203
	Iteration 110Q: 3 clusters Score -1.647788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -16477889.000000 Penalty: 3882.283203
	Iteration 111Q: 3 clusters Score -1.647789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -16477890.000000 Penalty: 3882.283203
	Iteration 112Q: 3 clusters Score -1.647789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -16477864.000000 Penalty: 3882.283203
	Iteration 113Q: 3 clusters Score -1.647786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -16477858.000000 Penalty: 3882.283203
	Iteration 114Q: 3 clusters Score -1.647786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -16477870.000000 Penalty: 3882.283203
	Iteration 115Q: 3 clusters Score -1.647787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -16477859.000000 Penalty: 3882.283203
	Iteration 116Q: 3 clusters Score -1.647786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -16477857.000000 Penalty: 3882.283203
	Iteration 117Q: 3 clusters Score -1.647786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -16477847.000000 Penalty: 3882.283203
	Iteration 118Q: 3 clusters Score -1.647785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 150039 members 
Entering Unmasked Estep 
Score: -16477861.000000 Penalty: 3882.283203
	Iteration 119Q: 3 clusters Score -1.647786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 150046 members 
Entering Unmasked Estep 
Score: -16477857.000000 Penalty: 3882.283203
	Iteration 120F: 3 clusters Score -1.647786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 150052 members 
Entering Unmasked Estep 
Score: -16477865.000000 Penalty: 3882.283203
	Iteration 121Q: 3 clusters Score -1.647786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -16477852.000000 Penalty: 3882.283203
	Iteration 122Q: 3 clusters Score -1.647785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -16477852.000000 Penalty: 3882.283203
	Iteration 123Q: 3 clusters Score -1.647785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 150077 members 
Entering Unmasked Estep 
Score: -16477856.000000 Penalty: 3882.283203
	Iteration 124Q: 3 clusters Score -1.647786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -16477864.000000 Penalty: 3882.283203
	Iteration 125Q: 3 clusters Score -1.647786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -16477860.000000 Penalty: 3882.283203
	Iteration 126Q: 3 clusters Score -1.647786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -16477856.000000 Penalty: 3882.283203
	Iteration 127Q: 3 clusters Score -1.647786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -16477850.000000 Penalty: 3882.283203
	Iteration 128Q: 3 clusters Score -1.647785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -16477855.000000 Penalty: 3882.283203
	Iteration 129Q: 3 clusters Score -1.647786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -16477877.000000 Penalty: 3882.283203
	Iteration 130Q: 3 clusters Score -1.647788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 150136 members 
Entering Unmasked Estep 
Score: -16477870.000000 Penalty: 3882.283203
	Iteration 131Q: 3 clusters Score -1.647787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -16477877.000000 Penalty: 3882.283203
	Iteration 132Q: 3 clusters Score -1.647788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -16477869.000000 Penalty: 3882.283203
	Iteration 133Q: 3 clusters Score -1.647787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -16477876.000000 Penalty: 3882.283203
	Iteration 134Q: 3 clusters Score -1.647788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -16477857.000000 Penalty: 3882.283203
	Iteration 135Q: 3 clusters Score -1.647786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -16477849.000000 Penalty: 3882.283203
	Iteration 136Q: 3 clusters Score -1.647785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -16477847.000000 Penalty: 3882.283203
	Iteration 137Q: 3 clusters Score -1.647785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -16477845.000000 Penalty: 3882.283203
	Iteration 138Q: 3 clusters Score -1.647784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -16477853.000000 Penalty: 3882.283203
	Iteration 139Q: 3 clusters Score -1.647785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -16477849.000000 Penalty: 3882.283203
	Iteration 140F: 3 clusters Score -1.647785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -16477846.000000 Penalty: 3882.283203
	Iteration 141Q: 3 clusters Score -1.647785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -16477854.000000 Penalty: 3882.283203
	Iteration 142Q: 3 clusters Score -1.647785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -16477861.000000 Penalty: 3882.283203
	Iteration 143Q: 3 clusters Score -1.647786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -16477858.000000 Penalty: 3882.283203
	Iteration 144Q: 3 clusters Score -1.647786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -16477852.000000 Penalty: 3882.283203
	Iteration 145Q: 3 clusters Score -1.647785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 150249 members 
Entering Unmasked Estep 
Score: -16477857.000000 Penalty: 3882.283203
	Iteration 146Q: 3 clusters Score -1.647786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -16477853.000000 Penalty: 3882.283203
	Iteration 147Q: 3 clusters Score -1.647785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 150254 members 
Entering Unmasked Estep 
Score: -16477854.000000 Penalty: 3882.283203
	Iteration 148Q: 3 clusters Score -1.647785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 150259 members 
Entering Unmasked Estep 
Score: -16477856.000000 Penalty: 3882.283203
	Iteration 149Q: 3 clusters Score -1.647786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -16477860.000000 Penalty: 3882.283203
	Iteration 150Q: 3 clusters Score -1.647786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -16477860.000000 Penalty: 3882.283203
	Iteration 151F: 3 clusters Score -1.647786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -417856.906250 Penalty: 1341.698608
	Iteration 0F: 2 clusters Score -417856.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -414639.093750 Penalty: 2683.397217
	Iteration 0F: 3 clusters Score -414639.1 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415467.562500 Penalty: 2683.397217
	Iteration 1F: 3 clusters Score -415467.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -415629.093750 Penalty: 2683.397217
	Iteration 2F: 3 clusters Score -415629.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -415706.437500 Penalty: 2683.397217
	Iteration 3Q: 3 clusters Score -415706.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -415755.718750 Penalty: 2683.397217
	Iteration 4Q: 3 clusters Score -415755.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -415793.875000 Penalty: 2683.397217
	Iteration 5Q: 3 clusters Score -415793.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -415827.500000 Penalty: 2683.397217
	Iteration 6Q: 3 clusters Score -415827.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -415862.468750 Penalty: 2683.397217
	Iteration 7Q: 3 clusters Score -415862.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -415903.218750 Penalty: 2683.397217
	Iteration 8Q: 3 clusters Score -415903.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -415938.187500 Penalty: 2683.397217
	Iteration 9Q: 3 clusters Score -415938.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -415983.968750 Penalty: 2683.397217
	Iteration 10Q: 3 clusters Score -415984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -416026.187500 Penalty: 2683.397217
	Iteration 11Q: 3 clusters Score -416026.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -416066.843750 Penalty: 2683.397217
	Iteration 12Q: 3 clusters Score -416066.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -416104.125000 Penalty: 2683.397217
	Iteration 13Q: 3 clusters Score -416104.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -416142.250000 Penalty: 2683.397217
	Iteration 14Q: 3 clusters Score -416142.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -416174.750000 Penalty: 2683.397217
	Iteration 15Q: 3 clusters Score -416174.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -416213.843750 Penalty: 2683.397217
	Iteration 16Q: 3 clusters Score -416213.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -416254.750000 Penalty: 2683.397217
	Iteration 17Q: 3 clusters Score -416254.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -416297.656250 Penalty: 2683.397217
	Iteration 18Q: 3 clusters Score -416297.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -416332.343750 Penalty: 2683.397217
	Iteration 19Q: 3 clusters Score -416332.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -416372.937500 Penalty: 2683.397217
	Iteration 20F: 3 clusters Score -416372.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -416400.093750 Penalty: 2683.397217
	Iteration 21Q: 3 clusters Score -416400.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -416438.312500 Penalty: 2683.397217
	Iteration 22Q: 3 clusters Score -416438.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -416481.281250 Penalty: 2683.397217
	Iteration 23Q: 3 clusters Score -416481.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -416505.062500 Penalty: 2683.397217
	Iteration 24Q: 3 clusters Score -416505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -416528.687500 Penalty: 2683.397217
	Iteration 25Q: 3 clusters Score -416528.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -416556.187500 Penalty: 2683.397217
	Iteration 26Q: 3 clusters Score -416556.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -416583.375000 Penalty: 2683.397217
	Iteration 27Q: 3 clusters Score -416583.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -416609.375000 Penalty: 2683.397217
	Iteration 28Q: 3 clusters Score -416609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -416627.437500 Penalty: 2683.397217
	Iteration 29Q: 3 clusters Score -416627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -416636.656250 Penalty: 2683.397217
	Iteration 30Q: 3 clusters Score -416636.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -416656.343750 Penalty: 2683.397217
	Iteration 31Q: 3 clusters Score -416656.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -416669.937500 Penalty: 2683.397217
	Iteration 32Q: 3 clusters Score -416669.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -416691.718750 Penalty: 2683.397217
	Iteration 33Q: 3 clusters Score -416691.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -416705.562500 Penalty: 2683.397217
	Iteration 34Q: 3 clusters Score -416705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -416717.062500 Penalty: 2683.397217
	Iteration 35Q: 3 clusters Score -416717.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -416727.250000 Penalty: 2683.397217
	Iteration 36Q: 3 clusters Score -416727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -416736.500000 Penalty: 2683.397217
	Iteration 37Q: 3 clusters Score -416736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -416743.000000 Penalty: 2683.397217
	Iteration 38Q: 3 clusters Score -416743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -416745.718750 Penalty: 2683.397217
	Iteration 39Q: 3 clusters Score -416745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -416746.750000 Penalty: 2683.397217
	Iteration 40F: 3 clusters Score -416746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -416747.375000 Penalty: 2683.397217
	Iteration 41Q: 3 clusters Score -416747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -416747.375000 Penalty: 2683.397217
	Iteration 42F: 3 clusters Score -416747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (161334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Entering Unmasked Estep 
Score: -17268088.000000 Penalty: 1948.575195
	Iteration 0F: 2 clusters Score -1.726809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -17164252.000000 Penalty: 3897.150391
	Iteration 0F: 3 clusters Score -1.716425e+07 nChanged 77794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -17209962.000000 Penalty: 3897.150391
	Iteration 1F: 3 clusters Score -1.720996e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -17210932.000000 Penalty: 3897.150391
	Iteration 2Q: 3 clusters Score -1.721093e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -17212470.000000 Penalty: 3897.150391
	Iteration 3Q: 3 clusters Score -1.721247e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -17214558.000000 Penalty: 3897.150391
	Iteration 4Q: 3 clusters Score -1.721456e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -17218374.000000 Penalty: 3897.150391
	Iteration 5Q: 3 clusters Score -1.721837e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -17224008.000000 Penalty: 3897.150391
	Iteration 6F: 3 clusters Score -1.722401e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -17232196.000000 Penalty: 3897.150391
	Iteration 7F: 3 clusters Score -1.72322e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -17242224.000000 Penalty: 3897.150391
	Iteration 8F: 3 clusters Score -1.724222e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -17250624.000000 Penalty: 3897.150391
	Iteration 9F: 3 clusters Score -1.725062e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -17255000.000000 Penalty: 3897.150391
	Iteration 10Q: 3 clusters Score -1.7255e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -17256942.000000 Penalty: 3897.150391
	Iteration 11Q: 3 clusters Score -1.725694e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 118331 members 
Entering Unmasked Estep 
Score: -17257998.000000 Penalty: 3897.150391
	Iteration 12Q: 3 clusters Score -1.7258e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -17258714.000000 Penalty: 3897.150391
	Iteration 13Q: 3 clusters Score -1.725871e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 121163 members 
Entering Unmasked Estep 
Score: -17259568.000000 Penalty: 3897.150391
	Iteration 14Q: 3 clusters Score -1.725957e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -17260192.000000 Penalty: 3897.150391
	Iteration 15Q: 3 clusters Score -1.726019e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -17260914.000000 Penalty: 3897.150391
	Iteration 16Q: 3 clusters Score -1.726091e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -17261426.000000 Penalty: 3897.150391
	Iteration 17Q: 3 clusters Score -1.726143e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 126174 members 
Entering Unmasked Estep 
Score: -17261882.000000 Penalty: 3897.150391
	Iteration 18Q: 3 clusters Score -1.726188e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -17262246.000000 Penalty: 3897.150391
	Iteration 19Q: 3 clusters Score -1.726225e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -17262622.000000 Penalty: 3897.150391
	Iteration 20F: 3 clusters Score -1.726262e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -17262886.000000 Penalty: 3897.150391
	Iteration 21Q: 3 clusters Score -1.726289e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -17263104.000000 Penalty: 3897.150391
	Iteration 22Q: 3 clusters Score -1.72631e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -17263290.000000 Penalty: 3897.150391
	Iteration 23Q: 3 clusters Score -1.726329e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 132013 members 
Entering Unmasked Estep 
Score: -17263488.000000 Penalty: 3897.150391
	Iteration 24Q: 3 clusters Score -1.726349e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 132910 members 
Entering Unmasked Estep 
Score: -17263700.000000 Penalty: 3897.150391
	Iteration 25Q: 3 clusters Score -1.72637e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -17263918.000000 Penalty: 3897.150391
	Iteration 26Q: 3 clusters Score -1.726392e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -17264124.000000 Penalty: 3897.150391
	Iteration 27Q: 3 clusters Score -1.726412e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 135733 members 
Entering Unmasked Estep 
Score: -17264250.000000 Penalty: 3897.150391
	Iteration 28Q: 3 clusters Score -1.726425e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 136712 members 
Entering Unmasked Estep 
Score: -17264448.000000 Penalty: 3897.150391
	Iteration 29Q: 3 clusters Score -1.726445e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 137648 members 
Entering Unmasked Estep 
Score: -17264570.000000 Penalty: 3897.150391
	Iteration 30Q: 3 clusters Score -1.726457e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -17264694.000000 Penalty: 3897.150391
	Iteration 31Q: 3 clusters Score -1.726469e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -17264878.000000 Penalty: 3897.150391
	Iteration 32Q: 3 clusters Score -1.726488e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 140518 members 
Entering Unmasked Estep 
Score: -17265142.000000 Penalty: 3897.150391
	Iteration 33Q: 3 clusters Score -1.726514e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 141478 members 
Entering Unmasked Estep 
Score: -17265190.000000 Penalty: 3897.150391
	Iteration 34Q: 3 clusters Score -1.726519e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -17265324.000000 Penalty: 3897.150391
	Iteration 35Q: 3 clusters Score -1.726532e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -17265532.000000 Penalty: 3897.150391
	Iteration 36Q: 3 clusters Score -1.726553e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 144524 members 
Entering Unmasked Estep 
Score: -17265744.000000 Penalty: 3897.150391
	Iteration 37Q: 3 clusters Score -1.726574e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 145525 members 
Entering Unmasked Estep 
Score: -17265932.000000 Penalty: 3897.150391
	Iteration 38Q: 3 clusters Score -1.726593e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -17266198.000000 Penalty: 3897.150391
	Iteration 39Q: 3 clusters Score -1.72662e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -17266358.000000 Penalty: 3897.150391
	Iteration 40F: 3 clusters Score -1.726636e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -17266530.000000 Penalty: 3897.150391
	Iteration 41Q: 3 clusters Score -1.726653e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 149511 members 
Entering Unmasked Estep 
Score: -17266720.000000 Penalty: 3897.150391
	Iteration 42Q: 3 clusters Score -1.726672e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 150463 members 
Entering Unmasked Estep 
Score: -17266812.000000 Penalty: 3897.150391
	Iteration 43Q: 3 clusters Score -1.726681e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 151362 members 
Entering Unmasked Estep 
Score: -17266862.000000 Penalty: 3897.150391
	Iteration 44Q: 3 clusters Score -1.726686e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -17266872.000000 Penalty: 3897.150391
	Iteration 45Q: 3 clusters Score -1.726687e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -17266912.000000 Penalty: 3897.150391
	Iteration 46Q: 3 clusters Score -1.726691e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -17266980.000000 Penalty: 3897.150391
	Iteration 47Q: 3 clusters Score -1.726698e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -17266996.000000 Penalty: 3897.150391
	Iteration 48Q: 3 clusters Score -1.7267e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -17266992.000000 Penalty: 3897.150391
	Iteration 49Q: 3 clusters Score -1.726699e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -17266976.000000 Penalty: 3897.150391
	Iteration 50Q: 3 clusters Score -1.726698e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -17267032.000000 Penalty: 3897.150391
	Iteration 51Q: 3 clusters Score -1.726703e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -17267048.000000 Penalty: 3897.150391
	Iteration 52Q: 3 clusters Score -1.726705e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -17267008.000000 Penalty: 3897.150391
	Iteration 53Q: 3 clusters Score -1.726701e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -17266998.000000 Penalty: 3897.150391
	Iteration 54Q: 3 clusters Score -1.7267e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -17267002.000000 Penalty: 3897.150391
	Iteration 55Q: 3 clusters Score -1.7267e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -17267002.000000 Penalty: 3897.150391
	Iteration 56Q: 3 clusters Score -1.7267e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -17266962.000000 Penalty: 3897.150391
	Iteration 57Q: 3 clusters Score -1.726696e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 157578 members 
Entering Unmasked Estep 
Score: -17266956.000000 Penalty: 3897.150391
	Iteration 58Q: 3 clusters Score -1.726696e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -17266946.000000 Penalty: 3897.150391
	Iteration 59Q: 3 clusters Score -1.726695e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -17266960.000000 Penalty: 3897.150391
	Iteration 60F: 3 clusters Score -1.726696e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 157913 members 
Entering Unmasked Estep 
Score: -17266916.000000 Penalty: 3897.150391
	Iteration 61Q: 3 clusters Score -1.726692e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -17266922.000000 Penalty: 3897.150391
	Iteration 62Q: 3 clusters Score -1.726692e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -17266890.000000 Penalty: 3897.150391
	Iteration 63Q: 3 clusters Score -1.726689e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -17266880.000000 Penalty: 3897.150391
	Iteration 64Q: 3 clusters Score -1.726688e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -17266876.000000 Penalty: 3897.150391
	Iteration 65Q: 3 clusters Score -1.726688e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -17266890.000000 Penalty: 3897.150391
	Iteration 66Q: 3 clusters Score -1.726689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -17266898.000000 Penalty: 3897.150391
	Iteration 67Q: 3 clusters Score -1.72669e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -17266880.000000 Penalty: 3897.150391
	Iteration 68Q: 3 clusters Score -1.726688e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -17266902.000000 Penalty: 3897.150391
	Iteration 69Q: 3 clusters Score -1.72669e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -17266894.000000 Penalty: 3897.150391
	Iteration 70Q: 3 clusters Score -1.726689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -17266904.000000 Penalty: 3897.150391
	Iteration 71Q: 3 clusters Score -1.72669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -17266898.000000 Penalty: 3897.150391
	Iteration 72Q: 3 clusters Score -1.72669e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 73Q: 3 clusters Score -1.726689e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -17266884.000000 Penalty: 3897.150391
	Iteration 74Q: 3 clusters Score -1.726688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -17266876.000000 Penalty: 3897.150391
	Iteration 75Q: 3 clusters Score -1.726688e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 158729 members 
Entering Unmasked Estep 
Score: -17266850.000000 Penalty: 3897.150391
	Iteration 76Q: 3 clusters Score -1.726685e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -17266900.000000 Penalty: 3897.150391
	Iteration 77Q: 3 clusters Score -1.72669e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 78Q: 3 clusters Score -1.726689e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -17266876.000000 Penalty: 3897.150391
	Iteration 79Q: 3 clusters Score -1.726688e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -17266878.000000 Penalty: 3897.150391
	Iteration 80F: 3 clusters Score -1.726688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 81Q: 3 clusters Score -1.726689e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -17266884.000000 Penalty: 3897.150391
	Iteration 82Q: 3 clusters Score -1.726688e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -17266882.000000 Penalty: 3897.150391
	Iteration 83Q: 3 clusters Score -1.726688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -17266868.000000 Penalty: 3897.150391
	Iteration 84Q: 3 clusters Score -1.726687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -17266874.000000 Penalty: 3897.150391
	Iteration 85Q: 3 clusters Score -1.726687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -17266878.000000 Penalty: 3897.150391
	Iteration 86Q: 3 clusters Score -1.726688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -17266888.000000 Penalty: 3897.150391
	Iteration 87Q: 3 clusters Score -1.726689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -17266894.000000 Penalty: 3897.150391
	Iteration 88Q: 3 clusters Score -1.726689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -17266892.000000 Penalty: 3897.150391
	Iteration 89Q: 3 clusters Score -1.726689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -17266888.000000 Penalty: 3897.150391
	Iteration 90Q: 3 clusters Score -1.726689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 91Q: 3 clusters Score -1.726689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 92Q: 3 clusters Score -1.726689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -17266890.000000 Penalty: 3897.150391
	Iteration 93Q: 3 clusters Score -1.726689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -17266896.000000 Penalty: 3897.150391
	Iteration 94Q: 3 clusters Score -1.72669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -17266882.000000 Penalty: 3897.150391
	Iteration 95Q: 3 clusters Score -1.726688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -17266898.000000 Penalty: 3897.150391
	Iteration 96Q: 3 clusters Score -1.72669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -17266878.000000 Penalty: 3897.150391
	Iteration 97Q: 3 clusters Score -1.726688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -17266880.000000 Penalty: 3897.150391
	Iteration 98Q: 3 clusters Score -1.726688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -17266876.000000 Penalty: 3897.150391
	Iteration 99Q: 3 clusters Score -1.726688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -17266878.000000 Penalty: 3897.150391
	Iteration 100F: 3 clusters Score -1.726688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 159232 members 
Entering Unmasked Estep 
Score: -17266876.000000 Penalty: 3897.150391
	Iteration 101Q: 3 clusters Score -1.726688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -17266884.000000 Penalty: 3897.150391
	Iteration 102Q: 3 clusters Score -1.726688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -17266886.000000 Penalty: 3897.150391
	Iteration 103Q: 3 clusters Score -1.726689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -17266890.000000 Penalty: 3897.150391
	Iteration 104Q: 3 clusters Score -1.726689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -17266896.000000 Penalty: 3897.150391
	Iteration 105Q: 3 clusters Score -1.72669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -17266906.000000 Penalty: 3897.150391
	Iteration 106Q: 3 clusters Score -1.726691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -17266906.000000 Penalty: 3897.150391
	Iteration 107F: 3 clusters Score -1.726691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 81050 members 
Mstep: Class 3 contains 22936 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 234874 members 
Mstep: Class 7 contains 15920 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 11 contains 58372 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 154120 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 161334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481592.000000 Penalty: 42000.691406
Iteration 319Q: 20 clusters Score -8.448159e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 81731 members 
Mstep: Class 3 contains 22975 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 233787 members 
Mstep: Class 7 contains 15932 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 11 contains 58373 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 21565 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 154374 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 161421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481456.000000 Penalty: 42000.691406
Iteration 320F: 20 clusters Score -8.448146e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 82533 members 
Mstep: Class 3 contains 22982 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10756 members 
Mstep: Class 6 contains 232625 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 11 contains 58366 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 21555 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 1553 members 
Mstep: Class 20 contains 154606 members 
Mstep: Class 21 contains 3870 members 
Mstep: Class 22 contains 161537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481184.000000 Penalty: 42000.691406
Iteration 321Q: 20 clusters Score -8.448118e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 83404 members 
Mstep: Class 3 contains 22985 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10762 members 
Mstep: Class 6 contains 231336 members 
Mstep: Class 7 contains 15945 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 11 contains 58387 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 154890 members 
Mstep: Class 21 contains 3869 members 
Mstep: Class 22 contains 161633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480776.000000 Penalty: 42000.691406
Iteration 322Q: 20 clusters Score -8.448078e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 84245 members 
Mstep: Class 3 contains 23019 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 230048 members 
Mstep: Class 7 contains 15952 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12623 members 
Mstep: Class 11 contains 58394 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 21567 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 20 contains 155236 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 161672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480616.000000 Penalty: 42000.691406
Iteration 323Q: 20 clusters Score -8.448062e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 85164 members 
Mstep: Class 3 contains 23026 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10785 members 
Mstep: Class 6 contains 228670 members 
Mstep: Class 7 contains 15953 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 11 contains 58386 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 155589 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 161743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 42000.691406
Iteration 324Q: 20 clusters Score -8.448068e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 86077 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 227310 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12633 members 
Mstep: Class 11 contains 58379 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 155935 members 
Mstep: Class 21 contains 3878 members 
Mstep: Class 22 contains 161797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 42000.691406
Iteration 325Q: 20 clusters Score -8.448072e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 87067 members 
Mstep: Class 3 contains 23026 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 225967 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12635 members 
Mstep: Class 11 contains 58362 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21581 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 156248 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 161806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480368.000000 Penalty: 42000.691406
Iteration 326Q: 20 clusters Score -8.448037e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 88065 members 
Mstep: Class 3 contains 22999 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 10812 members 
Mstep: Class 6 contains 224657 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 11 contains 58345 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 11212 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 156538 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 161837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480472.000000 Penalty: 42000.691406
Iteration 327Q: 20 clusters Score -8.448047e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 89147 members 
Mstep: Class 3 contains 22959 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 223318 members 
Mstep: Class 7 contains 15977 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58338 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 156790 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 161838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480352.000000 Penalty: 42000.691406
Iteration 328Q: 20 clusters Score -8.448035e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 90267 members 
Mstep: Class 3 contains 22934 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 10819 members 
Mstep: Class 6 contains 221943 members 
Mstep: Class 7 contains 15984 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 11 contains 58335 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21574 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 157053 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 161845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480248.000000 Penalty: 42000.691406
Iteration 329Q: 20 clusters Score -8.448025e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 91348 members 
Mstep: Class 3 contains 22902 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10837 members 
Mstep: Class 6 contains 220634 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12648 members 
Mstep: Class 11 contains 58339 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21567 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 157270 members 
Mstep: Class 21 contains 3903 members 
Mstep: Class 22 contains 161843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480376.000000 Penalty: 42000.691406
Iteration 330Q: 20 clusters Score -8.448038e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 92422 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 219348 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 11 contains 58367 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21558 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 157476 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 161846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480440.000000 Penalty: 42000.691406
Iteration 331Q: 20 clusters Score -8.448044e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 93537 members 
Mstep: Class 3 contains 22804 members 
Mstep: Class 4 contains 6012 members 
Mstep: Class 5 contains 10865 members 
Mstep: Class 6 contains 218032 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12659 members 
Mstep: Class 11 contains 58395 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21552 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 157668 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 161833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480264.000000 Penalty: 42000.691406
Iteration 332Q: 20 clusters Score -8.448026e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 94672 members 
Mstep: Class 3 contains 22770 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 216661 members 
Mstep: Class 7 contains 15992 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12656 members 
Mstep: Class 11 contains 58398 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 21552 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 157866 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 161853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480008.000000 Penalty: 42000.691406
Iteration 333Q: 20 clusters Score -8.448001e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 95839 members 
Mstep: Class 3 contains 22717 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 215268 members 
Mstep: Class 7 contains 15997 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 11 contains 58403 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21552 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 158113 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 161849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479784.000000 Penalty: 42000.691406
Iteration 334Q: 20 clusters Score -8.447978e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 97041 members 
Mstep: Class 3 contains 22668 members 
Mstep: Class 4 contains 6018 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 213875 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12651 members 
Mstep: Class 11 contains 58415 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21550 members 
Mstep: Class 14 contains 11330 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 158328 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 161843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479808.000000 Penalty: 42000.691406
Iteration 335Q: 20 clusters Score -8.447981e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 98271 members 
Mstep: Class 3 contains 22615 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 10888 members 
Mstep: Class 6 contains 212529 members 
Mstep: Class 7 contains 16007 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12651 members 
Mstep: Class 11 contains 58441 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 158418 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 161869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479632.000000 Penalty: 42000.691406
Iteration 336Q: 20 clusters Score -8.447963e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 99553 members 
Mstep: Class 3 contains 22554 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 10892 members 
Mstep: Class 6 contains 211178 members 
Mstep: Class 7 contains 16016 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12655 members 
Mstep: Class 11 contains 58456 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21550 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 158478 members 
Mstep: Class 21 contains 3970 members 
Mstep: Class 22 contains 161885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479816.000000 Penalty: 42000.691406
Iteration 337Q: 20 clusters Score -8.447982e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 100912 members 
Mstep: Class 3 contains 22489 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 10907 members 
Mstep: Class 6 contains 209817 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12653 members 
Mstep: Class 11 contains 58460 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158539 members 
Mstep: Class 21 contains 3979 members 
Mstep: Class 22 contains 161863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479712.000000 Penalty: 42000.691406
Iteration 338Q: 20 clusters Score -8.447971e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 102287 members 
Mstep: Class 3 contains 22428 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 10914 members 
Mstep: Class 6 contains 208471 members 
Mstep: Class 7 contains 16024 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12657 members 
Mstep: Class 11 contains 58472 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3611 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 158588 members 
Mstep: Class 21 contains 3989 members 
Mstep: Class 22 contains 161822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479616.000000 Penalty: 42000.691406
Iteration 339Q: 20 clusters Score -8.447962e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 103743 members 
Mstep: Class 3 contains 22372 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 207092 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12653 members 
Mstep: Class 11 contains 58475 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21545 members 
Mstep: Class 14 contains 11302 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158578 members 
Mstep: Class 21 contains 4002 members 
Mstep: Class 22 contains 161809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479776.000000 Penalty: 42000.691406
Iteration 340F: 20 clusters Score -8.447978e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 105247 members 
Mstep: Class 3 contains 22314 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 10913 members 
Mstep: Class 6 contains 205625 members 
Mstep: Class 7 contains 16032 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 11 contains 58479 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 158594 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 161797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479912.000000 Penalty: 42000.691406
Iteration 341Q: 20 clusters Score -8.447991e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 106795 members 
Mstep: Class 3 contains 22258 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 204178 members 
Mstep: Class 7 contains 16034 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12657 members 
Mstep: Class 11 contains 58477 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21538 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158538 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 22 contains 161802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479816.000000 Penalty: 42000.691406
Iteration 342Q: 20 clusters Score -8.447982e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 108393 members 
Mstep: Class 3 contains 22187 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 10925 members 
Mstep: Class 6 contains 202692 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12656 members 
Mstep: Class 11 contains 58480 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158479 members 
Mstep: Class 21 contains 4057 members 
Mstep: Class 22 contains 161805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479672.000000 Penalty: 42000.691406
Iteration 343Q: 20 clusters Score -8.447967e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 109978 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 6036 members 
Mstep: Class 5 contains 10928 members 
Mstep: Class 6 contains 201153 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 11 contains 58489 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21516 members 
Mstep: Class 14 contains 11266 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 158485 members 
Mstep: Class 21 contains 4073 members 
Mstep: Class 22 contains 161808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479312.000000 Penalty: 42000.691406
Iteration 344Q: 20 clusters Score -8.447931e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 111583 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 10940 members 
Mstep: Class 6 contains 199611 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12649 members 
Mstep: Class 11 contains 58500 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21506 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158429 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 161863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479384.000000 Penalty: 42000.691406
Iteration 345Q: 20 clusters Score -8.447938e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 113251 members 
Mstep: Class 3 contains 21963 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 10949 members 
Mstep: Class 6 contains 198042 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12644 members 
Mstep: Class 11 contains 58504 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 11228 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 158349 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 161927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479488.000000 Penalty: 42000.691406
Iteration 346Q: 20 clusters Score -8.447949e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 114954 members 
Mstep: Class 3 contains 21878 members 
Mstep: Class 4 contains 6049 members 
Mstep: Class 5 contains 10956 members 
Mstep: Class 6 contains 196466 members 
Mstep: Class 7 contains 16050 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12646 members 
Mstep: Class 11 contains 58516 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 21495 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158234 members 
Mstep: Class 21 contains 4097 members 
Mstep: Class 22 contains 161998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479360.000000 Penalty: 42000.691406
Iteration 347Q: 20 clusters Score -8.447936e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 116778 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 6055 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 194830 members 
Mstep: Class 7 contains 16049 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12644 members 
Mstep: Class 11 contains 58514 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 21487 members 
Mstep: Class 14 contains 11166 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 158122 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 162039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479352.000000 Penalty: 42000.691406
Iteration 348Q: 20 clusters Score -8.447935e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 118645 members 
Mstep: Class 3 contains 21720 members 
Mstep: Class 4 contains 6059 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 6 contains 193169 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12642 members 
Mstep: Class 11 contains 58522 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 158031 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 161996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479464.000000 Penalty: 42000.691406
Iteration 349Q: 20 clusters Score -8.447946e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 120579 members 
Mstep: Class 3 contains 21631 members 
Mstep: Class 4 contains 6063 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 191503 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12643 members 
Mstep: Class 11 contains 58536 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 21480 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 157932 members 
Mstep: Class 21 contains 4116 members 
Mstep: Class 22 contains 161915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479288.000000 Penalty: 42000.691406
Iteration 350Q: 20 clusters Score -8.447929e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 122597 members 
Mstep: Class 3 contains 21526 members 
Mstep: Class 4 contains 6069 members 
Mstep: Class 5 contains 10979 members 
Mstep: Class 6 contains 189839 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12643 members 
Mstep: Class 11 contains 58520 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 157805 members 
Mstep: Class 21 contains 4115 members 
Mstep: Class 22 contains 161839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479192.000000 Penalty: 42000.691406
Iteration 351Q: 20 clusters Score -8.447919e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 124634 members 
Mstep: Class 3 contains 21426 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10983 members 
Mstep: Class 6 contains 188131 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12646 members 
Mstep: Class 11 contains 58526 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 21459 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 157679 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 161766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479416.000000 Penalty: 42000.691406
Iteration 352Q: 20 clusters Score -8.447942e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 126689 members 
Mstep: Class 3 contains 21327 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10986 members 
Mstep: Class 6 contains 186447 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 11 contains 58534 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 21456 members 
Mstep: Class 14 contains 11019 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 157552 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 161661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479384.000000 Penalty: 42000.691406
Iteration 353Q: 20 clusters Score -8.447938e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 128847 members 
Mstep: Class 3 contains 21234 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10990 members 
Mstep: Class 6 contains 184722 members 
Mstep: Class 7 contains 16050 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58528 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 21442 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 157426 members 
Mstep: Class 21 contains 4120 members 
Mstep: Class 22 contains 161532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479488.000000 Penalty: 42000.691406
Iteration 354Q: 20 clusters Score -8.447949e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 130975 members 
Mstep: Class 3 contains 21126 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10998 members 
Mstep: Class 6 contains 183107 members 
Mstep: Class 7 contains 16048 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58525 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21431 members 
Mstep: Class 14 contains 10909 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 157251 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 161373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479488.000000 Penalty: 42000.691406
Iteration 355Q: 20 clusters Score -8.447949e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 133160 members 
Mstep: Class 3 contains 21005 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 11001 members 
Mstep: Class 6 contains 181493 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 11 contains 58516 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21422 members 
Mstep: Class 14 contains 10854 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 157025 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 161221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479680.000000 Penalty: 42000.691406
Iteration 356Q: 20 clusters Score -8.447968e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 135309 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 11009 members 
Mstep: Class 6 contains 179955 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 11 contains 58507 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21421 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 156740 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 161059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479824.000000 Penalty: 42000.691406
Iteration 357Q: 20 clusters Score -8.447982e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 137511 members 
Mstep: Class 3 contains 20778 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 178377 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12640 members 
Mstep: Class 11 contains 58474 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21409 members 
Mstep: Class 14 contains 10746 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 156516 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 160869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479680.000000 Penalty: 42000.691406
Iteration 358Q: 20 clusters Score -8.447968e+07 nChanged 3516
Entering ConstructFrom: 
Score: -84479680.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -574991.500000 Penalty: 1400.679932
	Iteration 0F: 2 clusters Score -574991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -570695.250000 Penalty: 2801.359863
	Iteration 0F: 3 clusters Score -570695.2 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -571972.562500 Penalty: 2801.359863
	Iteration 1F: 3 clusters Score -571972.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -572159.687500 Penalty: 2801.359863
	Iteration 2F: 3 clusters Score -572159.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -572307.375000 Penalty: 2801.359863
	Iteration 3F: 3 clusters Score -572307.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572443.187500 Penalty: 2801.359863
	Iteration 4Q: 3 clusters Score -572443.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -572571.625000 Penalty: 2801.359863
	Iteration 5Q: 3 clusters Score -572571.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -572689.937500 Penalty: 2801.359863
	Iteration 6Q: 3 clusters Score -572689.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -572814.000000 Penalty: 2801.359863
	Iteration 7Q: 3 clusters Score -572814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -572944.875000 Penalty: 2801.359863
	Iteration 8Q: 3 clusters Score -572944.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -573081.687500 Penalty: 2801.359863
	Iteration 9Q: 3 clusters Score -573081.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -573215.687500 Penalty: 2801.359863
	Iteration 10Q: 3 clusters Score -573215.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -573342.625000 Penalty: 2801.359863
	Iteration 11Q: 3 clusters Score -573342.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -573471.687500 Penalty: 2801.359863
	Iteration 12Q: 3 clusters Score -573471.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -573599.500000 Penalty: 2801.359863
	Iteration 13Q: 3 clusters Score -573599.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -573717.250000 Penalty: 2801.359863
	Iteration 14Q: 3 clusters Score -573717.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -573820.500000 Penalty: 2801.359863
	Iteration 15Q: 3 clusters Score -573820.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -573892.750000 Penalty: 2801.359863
	Iteration 16Q: 3 clusters Score -573892.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -573955.187500 Penalty: 2801.359863
	Iteration 17Q: 3 clusters Score -573955.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -574009.687500 Penalty: 2801.359863
	Iteration 18Q: 3 clusters Score -574009.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -574064.000000 Penalty: 2801.359863
	Iteration 19Q: 3 clusters Score -574064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -574120.375000 Penalty: 2801.359863
	Iteration 20F: 3 clusters Score -574120.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -574176.125000 Penalty: 2801.359863
	Iteration 21Q: 3 clusters Score -574176.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -574221.875000 Penalty: 2801.359863
	Iteration 22Q: 3 clusters Score -574221.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -574253.562500 Penalty: 2801.359863
	Iteration 23Q: 3 clusters Score -574253.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -574269.312500 Penalty: 2801.359863
	Iteration 24Q: 3 clusters Score -574269.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -574287.750000 Penalty: 2801.359863
	Iteration 25Q: 3 clusters Score -574287.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -574296.375000 Penalty: 2801.359863
	Iteration 26Q: 3 clusters Score -574296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -574304.187500 Penalty: 2801.359863
	Iteration 27Q: 3 clusters Score -574304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -574305.812500 Penalty: 2801.359863
	Iteration 28Q: 3 clusters Score -574305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -574310.000000 Penalty: 2801.359863
	Iteration 29Q: 3 clusters Score -574310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -574312.062500 Penalty: 2801.359863
	Iteration 30Q: 3 clusters Score -574312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -574312.187500 Penalty: 2801.359863
	Iteration 31Q: 3 clusters Score -574312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -574313.750000 Penalty: 2801.359863
	Iteration 32Q: 3 clusters Score -574313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -574315.437500 Penalty: 2801.359863
	Iteration 33Q: 3 clusters Score -574315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -574315.500000 Penalty: 2801.359863
	Iteration 34Q: 3 clusters Score -574315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -574315.437500 Penalty: 2801.359863
	Iteration 35Q: 3 clusters Score -574315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -574315.437500 Penalty: 2801.359863
	Iteration 36F: 3 clusters Score -574315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (139940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Entering Unmasked Estep 
Score: -15063497.000000 Penalty: 1925.457520
	Iteration 0F: 2 clusters Score -1.50635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -14969640.000000 Penalty: 3850.915039
	Iteration 0F: 3 clusters Score -1.496964e+07 nChanged 67498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -15009313.000000 Penalty: 3850.915039
	Iteration 1F: 3 clusters Score -1.500931e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -15010215.000000 Penalty: 3850.915039
	Iteration 2Q: 3 clusters Score -1.501022e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -15011330.000000 Penalty: 3850.915039
	Iteration 3Q: 3 clusters Score -1.501133e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -15012926.000000 Penalty: 3850.915039
	Iteration 4Q: 3 clusters Score -1.501293e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -15014961.000000 Penalty: 3850.915039
	Iteration 5Q: 3 clusters Score -1.501496e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -15018312.000000 Penalty: 3850.915039
	Iteration 6Q: 3 clusters Score -1.501831e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87249 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -15023111.000000 Penalty: 3850.915039
	Iteration 7F: 3 clusters Score -1.502311e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -15029686.000000 Penalty: 3850.915039
	Iteration 8F: 3 clusters Score -1.502969e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -15036399.000000 Penalty: 3850.915039
	Iteration 9F: 3 clusters Score -1.50364e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -15041136.000000 Penalty: 3850.915039
	Iteration 10F: 3 clusters Score -1.504114e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -15043688.000000 Penalty: 3850.915039
	Iteration 11Q: 3 clusters Score -1.504369e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110472 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -15045241.000000 Penalty: 3850.915039
	Iteration 12Q: 3 clusters Score -1.504524e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -15046493.000000 Penalty: 3850.915039
	Iteration 13Q: 3 clusters Score -1.504649e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -15047796.000000 Penalty: 3850.915039
	Iteration 14Q: 3 clusters Score -1.50478e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -15049262.000000 Penalty: 3850.915039
	Iteration 15Q: 3 clusters Score -1.504926e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -15050832.000000 Penalty: 3850.915039
	Iteration 16Q: 3 clusters Score -1.505083e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125364 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -15052520.000000 Penalty: 3850.915039
	Iteration 17Q: 3 clusters Score -1.505252e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -15054047.000000 Penalty: 3850.915039
	Iteration 18Q: 3 clusters Score -1.505405e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -15055576.000000 Penalty: 3850.915039
	Iteration 19Q: 3 clusters Score -1.505558e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -15056935.000000 Penalty: 3850.915039
	Iteration 20F: 3 clusters Score -1.505694e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -15058304.000000 Penalty: 3850.915039
	Iteration 21Q: 3 clusters Score -1.50583e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -15059270.000000 Penalty: 3850.915039
	Iteration 22Q: 3 clusters Score -1.505927e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -15060042.000000 Penalty: 3850.915039
	Iteration 23Q: 3 clusters Score -1.506004e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15060570.000000 Penalty: 3850.915039
	Iteration 24Q: 3 clusters Score -1.506057e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15060962.000000 Penalty: 3850.915039
	Iteration 25Q: 3 clusters Score -1.506096e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15061198.000000 Penalty: 3850.915039
	Iteration 26Q: 3 clusters Score -1.50612e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139262 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15061409.000000 Penalty: 3850.915039
	Iteration 27Q: 3 clusters Score -1.506141e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15061533.000000 Penalty: 3850.915039
	Iteration 28Q: 3 clusters Score -1.506153e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15061608.000000 Penalty: 3850.915039
	Iteration 29Q: 3 clusters Score -1.506161e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15061660.000000 Penalty: 3850.915039
	Iteration 30Q: 3 clusters Score -1.506166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15061678.000000 Penalty: 3850.915039
	Iteration 31Q: 3 clusters Score -1.506168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15061728.000000 Penalty: 3850.915039
	Iteration 32Q: 3 clusters Score -1.506173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15061732.000000 Penalty: 3850.915039
	Iteration 33Q: 3 clusters Score -1.506173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15061756.000000 Penalty: 3850.915039
	Iteration 34Q: 3 clusters Score -1.506176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15061761.000000 Penalty: 3850.915039
	Iteration 35Q: 3 clusters Score -1.506176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139649 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15061770.000000 Penalty: 3850.915039
	Iteration 36Q: 3 clusters Score -1.506177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139649 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15061770.000000 Penalty: 3850.915039
	Iteration 37F: 3 clusters Score -1.506177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Entering Unmasked Estep 
Score: -2239143.750000 Penalty: 1614.624146
	Iteration 0F: 2 clusters Score -2239144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2225003.500000 Penalty: 3229.248291
	Iteration 0F: 3 clusters Score -2225004 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2230186.500000 Penalty: 3229.248291
	Iteration 1F: 3 clusters Score -2230186 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2230594.500000 Penalty: 3229.248291
	Iteration 2F: 3 clusters Score -2230594 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2230997.250000 Penalty: 3229.248291
	Iteration 3Q: 3 clusters Score -2230997 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2231430.000000 Penalty: 3229.248291
	Iteration 4Q: 3 clusters Score -2231430 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2231949.500000 Penalty: 3229.248291
	Iteration 5Q: 3 clusters Score -2231950 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2232530.750000 Penalty: 3229.248291
	Iteration 6F: 3 clusters Score -2232531 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2233226.750000 Penalty: 3229.248291
	Iteration 7F: 3 clusters Score -2233227 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2234014.250000 Penalty: 3229.248291
	Iteration 8F: 3 clusters Score -2234014 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2234797.250000 Penalty: 3229.248291
	Iteration 9F: 3 clusters Score -2234797 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2235566.250000 Penalty: 3229.248291
	Iteration 10Q: 3 clusters Score -2235566 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2236282.750000 Penalty: 3229.248291
	Iteration 11Q: 3 clusters Score -2236283 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2236774.000000 Penalty: 3229.248291
	Iteration 12Q: 3 clusters Score -2236774 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2237096.250000 Penalty: 3229.248291
	Iteration 13Q: 3 clusters Score -2237096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2237314.250000 Penalty: 3229.248291
	Iteration 14Q: 3 clusters Score -2237314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2237451.750000 Penalty: 3229.248291
	Iteration 15Q: 3 clusters Score -2237452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2237586.500000 Penalty: 3229.248291
	Iteration 16Q: 3 clusters Score -2237586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2237683.000000 Penalty: 3229.248291
	Iteration 17Q: 3 clusters Score -2237683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2237731.500000 Penalty: 3229.248291
	Iteration 18Q: 3 clusters Score -2237732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2237797.750000 Penalty: 3229.248291
	Iteration 19Q: 3 clusters Score -2237798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2237829.750000 Penalty: 3229.248291
	Iteration 20F: 3 clusters Score -2237830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2237859.000000 Penalty: 3229.248291
	Iteration 21Q: 3 clusters Score -2237859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2237889.250000 Penalty: 3229.248291
	Iteration 22Q: 3 clusters Score -2237889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2237903.500000 Penalty: 3229.248291
	Iteration 23Q: 3 clusters Score -2237904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2237921.000000 Penalty: 3229.248291
	Iteration 24Q: 3 clusters Score -2237921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2237930.250000 Penalty: 3229.248291
	Iteration 25Q: 3 clusters Score -2237930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2237944.250000 Penalty: 3229.248291
	Iteration 26Q: 3 clusters Score -2237944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2237956.500000 Penalty: 3229.248291
	Iteration 27Q: 3 clusters Score -2237956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2237964.000000 Penalty: 3229.248291
	Iteration 28Q: 3 clusters Score -2237964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2237976.000000 Penalty: 3229.248291
	Iteration 29Q: 3 clusters Score -2237976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2237983.750000 Penalty: 3229.248291
	Iteration 30Q: 3 clusters Score -2237984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2237989.000000 Penalty: 3229.248291
	Iteration 31Q: 3 clusters Score -2237989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2237997.000000 Penalty: 3229.248291
	Iteration 32Q: 3 clusters Score -2237997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2237999.000000 Penalty: 3229.248291
	Iteration 33Q: 3 clusters Score -2237999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2237997.500000 Penalty: 3229.248291
	Iteration 34Q: 3 clusters Score -2237998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2238001.500000 Penalty: 3229.248291
	Iteration 35Q: 3 clusters Score -2238002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2238004.500000 Penalty: 3229.248291
	Iteration 36Q: 3 clusters Score -2238004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2238014.750000 Penalty: 3229.248291
	Iteration 37Q: 3 clusters Score -2238015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2238022.000000 Penalty: 3229.248291
	Iteration 38Q: 3 clusters Score -2238022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2238027.250000 Penalty: 3229.248291
	Iteration 39Q: 3 clusters Score -2238027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2238039.250000 Penalty: 3229.248291
	Iteration 40F: 3 clusters Score -2238039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2238051.500000 Penalty: 3229.248291
	Iteration 41Q: 3 clusters Score -2238052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2238055.000000 Penalty: 3229.248291
	Iteration 42Q: 3 clusters Score -2238055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2238056.500000 Penalty: 3229.248291
	Iteration 43Q: 3 clusters Score -2238056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2238058.000000 Penalty: 3229.248291
	Iteration 44Q: 3 clusters Score -2238058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2238058.000000 Penalty: 3229.248291
	Iteration 45F: 3 clusters Score -2238058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -618928.187500 Penalty: 1415.663086
	Iteration 0F: 2 clusters Score -618928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -614286.687500 Penalty: 2831.326172
	Iteration 0F: 3 clusters Score -614286.7 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -615640.187500 Penalty: 2831.326172
	Iteration 1F: 3 clusters Score -615640.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -615906.562500 Penalty: 2831.326172
	Iteration 2F: 3 clusters Score -615906.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -616231.687500 Penalty: 2831.326172
	Iteration 3F: 3 clusters Score -616231.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -616675.312500 Penalty: 2831.326172
	Iteration 4F: 3 clusters Score -616675.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -617075.187500 Penalty: 2831.326172
	Iteration 5F: 3 clusters Score -617075.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -617433.187500 Penalty: 2831.326172
	Iteration 6F: 3 clusters Score -617433.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -617772.625000 Penalty: 2831.326172
	Iteration 7F: 3 clusters Score -617772.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -618029.062500 Penalty: 2831.326172
	Iteration 8F: 3 clusters Score -618029.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -618224.000000 Penalty: 2831.326172
	Iteration 9Q: 3 clusters Score -618224 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -618354.500000 Penalty: 2831.326172
	Iteration 10Q: 3 clusters Score -618354.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -618438.062500 Penalty: 2831.326172
	Iteration 11Q: 3 clusters Score -618438.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -618507.750000 Penalty: 2831.326172
	Iteration 12Q: 3 clusters Score -618507.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -618564.875000 Penalty: 2831.326172
	Iteration 13Q: 3 clusters Score -618564.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -618603.187500 Penalty: 2831.326172
	Iteration 14Q: 3 clusters Score -618603.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -618625.687500 Penalty: 2831.326172
	Iteration 15Q: 3 clusters Score -618625.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -618644.500000 Penalty: 2831.326172
	Iteration 16Q: 3 clusters Score -618644.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -618661.562500 Penalty: 2831.326172
	Iteration 17Q: 3 clusters Score -618661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -618682.625000 Penalty: 2831.326172
	Iteration 18Q: 3 clusters Score -618682.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -618699.062500 Penalty: 2831.326172
	Iteration 19Q: 3 clusters Score -618699.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -618709.937500 Penalty: 2831.326172
	Iteration 20F: 3 clusters Score -618709.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -618719.125000 Penalty: 2831.326172
	Iteration 21Q: 3 clusters Score -618719.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -618723.125000 Penalty: 2831.326172
	Iteration 22Q: 3 clusters Score -618723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -618728.250000 Penalty: 2831.326172
	Iteration 23Q: 3 clusters Score -618728.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -618733.062500 Penalty: 2831.326172
	Iteration 24Q: 3 clusters Score -618733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -618734.125000 Penalty: 2831.326172
	Iteration 25Q: 3 clusters Score -618734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -618739.000000 Penalty: 2831.326172
	Iteration 26Q: 3 clusters Score -618739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -618741.375000 Penalty: 2831.326172
	Iteration 27Q: 3 clusters Score -618741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -618743.687500 Penalty: 2831.326172
	Iteration 28Q: 3 clusters Score -618743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -618746.187500 Penalty: 2831.326172
	Iteration 29Q: 3 clusters Score -618746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -618748.937500 Penalty: 2831.326172
	Iteration 30Q: 3 clusters Score -618748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -618748.875000 Penalty: 2831.326172
	Iteration 31Q: 3 clusters Score -618748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -618748.812500 Penalty: 2831.326172
	Iteration 32Q: 3 clusters Score -618748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -618748.812500 Penalty: 2831.326172
	Iteration 33F: 3 clusters Score -618748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Entering Unmasked Estep 
Score: -1150459.625000 Penalty: 1512.375000
	Iteration 0F: 2 clusters Score -1150460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1142702.625000 Penalty: 3024.750000
	Iteration 0F: 3 clusters Score -1142703 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1145258.000000 Penalty: 3024.750000
	Iteration 1F: 3 clusters Score -1145258 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1145533.125000 Penalty: 3024.750000
	Iteration 2F: 3 clusters Score -1145533 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1145742.125000 Penalty: 3024.750000
	Iteration 3Q: 3 clusters Score -1145742 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1145919.500000 Penalty: 3024.750000
	Iteration 4Q: 3 clusters Score -1145920 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1146138.875000 Penalty: 3024.750000
	Iteration 5Q: 3 clusters Score -1146139 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1146352.125000 Penalty: 3024.750000
	Iteration 6Q: 3 clusters Score -1146352 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1146551.625000 Penalty: 3024.750000
	Iteration 7Q: 3 clusters Score -1146552 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1146762.125000 Penalty: 3024.750000
	Iteration 8Q: 3 clusters Score -1146762 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1147005.000000 Penalty: 3024.750000
	Iteration 9Q: 3 clusters Score -1147005 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1147243.875000 Penalty: 3024.750000
	Iteration 10Q: 3 clusters Score -1147244 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1147516.500000 Penalty: 3024.750000
	Iteration 11Q: 3 clusters Score -1147516 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1147819.750000 Penalty: 3024.750000
	Iteration 12Q: 3 clusters Score -1147820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1148174.500000 Penalty: 3024.750000
	Iteration 13Q: 3 clusters Score -1148174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1148486.625000 Penalty: 3024.750000
	Iteration 14Q: 3 clusters Score -1148487 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1148657.625000 Penalty: 3024.750000
	Iteration 15Q: 3 clusters Score -1148658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1148735.875000 Penalty: 3024.750000
	Iteration 16Q: 3 clusters Score -1148736 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1148791.000000 Penalty: 3024.750000
	Iteration 17Q: 3 clusters Score -1148791 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1148834.500000 Penalty: 3024.750000
	Iteration 18Q: 3 clusters Score -1148834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1148883.625000 Penalty: 3024.750000
	Iteration 19Q: 3 clusters Score -1148884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1148913.250000 Penalty: 3024.750000
	Iteration 20F: 3 clusters Score -1148913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1148946.250000 Penalty: 3024.750000
	Iteration 21Q: 3 clusters Score -1148946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1148971.250000 Penalty: 3024.750000
	Iteration 22Q: 3 clusters Score -1148971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1148990.000000 Penalty: 3024.750000
	Iteration 23Q: 3 clusters Score -1148990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1149006.375000 Penalty: 3024.750000
	Iteration 24Q: 3 clusters Score -1149006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1149024.750000 Penalty: 3024.750000
	Iteration 25Q: 3 clusters Score -1149025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1149035.500000 Penalty: 3024.750000
	Iteration 26Q: 3 clusters Score -1149036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1149047.500000 Penalty: 3024.750000
	Iteration 27Q: 3 clusters Score -1149048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1149063.750000 Penalty: 3024.750000
	Iteration 28Q: 3 clusters Score -1149064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1149074.000000 Penalty: 3024.750000
	Iteration 29Q: 3 clusters Score -1149074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1149075.625000 Penalty: 3024.750000
	Iteration 30Q: 3 clusters Score -1149076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1149080.000000 Penalty: 3024.750000
	Iteration 31Q: 3 clusters Score -1149080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1149080.750000 Penalty: 3024.750000
	Iteration 32Q: 3 clusters Score -1149081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1149082.375000 Penalty: 3024.750000
	Iteration 33Q: 3 clusters Score -1149082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1149083.375000 Penalty: 3024.750000
	Iteration 34Q: 3 clusters Score -1149083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1149083.625000 Penalty: 3024.750000
	Iteration 35Q: 3 clusters Score -1149084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1149084.875000 Penalty: 3024.750000
	Iteration 36Q: 3 clusters Score -1149085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1149087.375000 Penalty: 3024.750000
	Iteration 37Q: 3 clusters Score -1149087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1149086.750000 Penalty: 3024.750000
	Iteration 38Q: 3 clusters Score -1149087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1149087.375000 Penalty: 3024.750000
	Iteration 39Q: 3 clusters Score -1149087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1149088.875000 Penalty: 3024.750000
	Iteration 40F: 3 clusters Score -1149089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1149093.875000 Penalty: 3024.750000
	Iteration 41Q: 3 clusters Score -1149094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1149095.750000 Penalty: 3024.750000
	Iteration 42Q: 3 clusters Score -1149096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1149098.125000 Penalty: 3024.750000
	Iteration 43Q: 3 clusters Score -1149098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1149100.250000 Penalty: 3024.750000
	Iteration 44Q: 3 clusters Score -1149100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1149100.875000 Penalty: 3024.750000
	Iteration 45Q: 3 clusters Score -1149101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1149102.125000 Penalty: 3024.750000
	Iteration 46Q: 3 clusters Score -1149102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1149103.625000 Penalty: 3024.750000
	Iteration 47Q: 3 clusters Score -1149104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1149105.500000 Penalty: 3024.750000
	Iteration 48Q: 3 clusters Score -1149106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1149103.375000 Penalty: 3024.750000
	Iteration 49Q: 3 clusters Score -1149103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1149105.625000 Penalty: 3024.750000
	Iteration 50Q: 3 clusters Score -1149106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1149104.875000 Penalty: 3024.750000
	Iteration 51Q: 3 clusters Score -1149105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1149104.500000 Penalty: 3024.750000
	Iteration 52Q: 3 clusters Score -1149104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1149108.125000 Penalty: 3024.750000
	Iteration 53Q: 3 clusters Score -1149108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1149108.125000 Penalty: 3024.750000
	Iteration 54F: 3 clusters Score -1149108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (176487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Entering Unmasked Estep 
Score: -18765256.000000 Penalty: 1963.162842
	Iteration 0F: 2 clusters Score -1.876526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -18648726.000000 Penalty: 3926.325684
	Iteration 0F: 3 clusters Score -1.864873e+07 nChanged 85538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -18699286.000000 Penalty: 3926.325684
	Iteration 1F: 3 clusters Score -1.869929e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -18700476.000000 Penalty: 3926.325684
	Iteration 2Q: 3 clusters Score -1.870048e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -18702340.000000 Penalty: 3926.325684
	Iteration 3Q: 3 clusters Score -1.870234e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -18705692.000000 Penalty: 3926.325684
	Iteration 4Q: 3 clusters Score -1.870569e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -18711818.000000 Penalty: 3926.325684
	Iteration 5F: 3 clusters Score -1.871182e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -18722128.000000 Penalty: 3926.325684
	Iteration 6F: 3 clusters Score -1.872213e+07 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -18736010.000000 Penalty: 3926.325684
	Iteration 7F: 3 clusters Score -1.873601e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -18749550.000000 Penalty: 3926.325684
	Iteration 8F: 3 clusters Score -1.874955e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -18758216.000000 Penalty: 3926.325684
	Iteration 9F: 3 clusters Score -1.875822e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -18761776.000000 Penalty: 3926.325684
	Iteration 10Q: 3 clusters Score -1.876178e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -18763272.000000 Penalty: 3926.325684
	Iteration 11Q: 3 clusters Score -1.876327e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 155757 members 
Entering Unmasked Estep 
Score: -18764044.000000 Penalty: 3926.325684
	Iteration 12Q: 3 clusters Score -1.876404e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -18764670.000000 Penalty: 3926.325684
	Iteration 13Q: 3 clusters Score -1.876467e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -18764920.000000 Penalty: 3926.325684
	Iteration 14Q: 3 clusters Score -1.876492e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -18765114.000000 Penalty: 3926.325684
	Iteration 15Q: 3 clusters Score -1.876511e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 162329 members 
Entering Unmasked Estep 
Score: -18765342.000000 Penalty: 3926.325684
	Iteration 16Q: 3 clusters Score -1.876534e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -18765564.000000 Penalty: 3926.325684
	Iteration 17Q: 3 clusters Score -1.876556e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -18765608.000000 Penalty: 3926.325684
	Iteration 18Q: 3 clusters Score -1.876561e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -18765714.000000 Penalty: 3926.325684
	Iteration 19Q: 3 clusters Score -1.876571e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 166933 members 
Entering Unmasked Estep 
Score: -18765796.000000 Penalty: 3926.325684
	Iteration 20F: 3 clusters Score -1.87658e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -18765932.000000 Penalty: 3926.325684
	Iteration 21Q: 3 clusters Score -1.876593e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -18765974.000000 Penalty: 3926.325684
	Iteration 22Q: 3 clusters Score -1.876597e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -18766010.000000 Penalty: 3926.325684
	Iteration 23Q: 3 clusters Score -1.876601e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 169717 members 
Entering Unmasked Estep 
Score: -18766000.000000 Penalty: 3926.325684
	Iteration 24Q: 3 clusters Score -1.8766e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -18766024.000000 Penalty: 3926.325684
	Iteration 25Q: 3 clusters Score -1.876602e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -18766068.000000 Penalty: 3926.325684
	Iteration 26Q: 3 clusters Score -1.876607e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -18766040.000000 Penalty: 3926.325684
	Iteration 27Q: 3 clusters Score -1.876604e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -18766008.000000 Penalty: 3926.325684
	Iteration 28Q: 3 clusters Score -1.876601e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -18766004.000000 Penalty: 3926.325684
	Iteration 29Q: 3 clusters Score -1.8766e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -18765982.000000 Penalty: 3926.325684
	Iteration 30Q: 3 clusters Score -1.876598e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 172042 members 
Entering Unmasked Estep 
Score: -18765948.000000 Penalty: 3926.325684
	Iteration 31Q: 3 clusters Score -1.876595e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 172230 members 
Entering Unmasked Estep 
Score: -18765848.000000 Penalty: 3926.325684
	Iteration 32Q: 3 clusters Score -1.876585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -18765828.000000 Penalty: 3926.325684
	Iteration 33Q: 3 clusters Score -1.876583e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -18765814.000000 Penalty: 3926.325684
	Iteration 34Q: 3 clusters Score -1.876581e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -18765786.000000 Penalty: 3926.325684
	Iteration 35Q: 3 clusters Score -1.876579e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -18765758.000000 Penalty: 3926.325684
	Iteration 36Q: 3 clusters Score -1.876576e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 172952 members 
Entering Unmasked Estep 
Score: -18765724.000000 Penalty: 3926.325684
	Iteration 37Q: 3 clusters Score -1.876572e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -18765710.000000 Penalty: 3926.325684
	Iteration 38Q: 3 clusters Score -1.876571e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 173146 members 
Entering Unmasked Estep 
Score: -18765688.000000 Penalty: 3926.325684
	Iteration 39Q: 3 clusters Score -1.876569e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 173227 members 
Entering Unmasked Estep 
Score: -18765706.000000 Penalty: 3926.325684
	Iteration 40F: 3 clusters Score -1.876571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -18765680.000000 Penalty: 3926.325684
	Iteration 41Q: 3 clusters Score -1.876568e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 173371 members 
Entering Unmasked Estep 
Score: -18765682.000000 Penalty: 3926.325684
	Iteration 42Q: 3 clusters Score -1.876568e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -18765688.000000 Penalty: 3926.325684
	Iteration 43Q: 3 clusters Score -1.876569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 173470 members 
Entering Unmasked Estep 
Score: -18765694.000000 Penalty: 3926.325684
	Iteration 44Q: 3 clusters Score -1.876569e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -18765684.000000 Penalty: 3926.325684
	Iteration 45Q: 3 clusters Score -1.876568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -18765680.000000 Penalty: 3926.325684
	Iteration 46Q: 3 clusters Score -1.876568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -18765674.000000 Penalty: 3926.325684
	Iteration 47Q: 3 clusters Score -1.876567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 173593 members 
Entering Unmasked Estep 
Score: -18765676.000000 Penalty: 3926.325684
	Iteration 48Q: 3 clusters Score -1.876568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -18765672.000000 Penalty: 3926.325684
	Iteration 49Q: 3 clusters Score -1.876567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 173624 members 
Entering Unmasked Estep 
Score: -18765666.000000 Penalty: 3926.325684
	Iteration 50Q: 3 clusters Score -1.876567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -18765662.000000 Penalty: 3926.325684
	Iteration 51Q: 3 clusters Score -1.876566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -18765662.000000 Penalty: 3926.325684
	Iteration 52Q: 3 clusters Score -1.876566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -18765662.000000 Penalty: 3926.325684
	Iteration 53Q: 3 clusters Score -1.876566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 173665 members 
Entering Unmasked Estep 
Score: -18765662.000000 Penalty: 3926.325684
	Iteration 54Q: 3 clusters Score -1.876566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -18765656.000000 Penalty: 3926.325684
	Iteration 55Q: 3 clusters Score -1.876566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 173680 members 
Entering Unmasked Estep 
Score: -18765654.000000 Penalty: 3926.325684
	Iteration 56Q: 3 clusters Score -1.876565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -18765658.000000 Penalty: 3926.325684
	Iteration 57Q: 3 clusters Score -1.876566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -18765664.000000 Penalty: 3926.325684
	Iteration 58Q: 3 clusters Score -1.876566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -18765650.000000 Penalty: 3926.325684
	Iteration 59Q: 3 clusters Score -1.876565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -18765650.000000 Penalty: 3926.325684
	Iteration 60F: 3 clusters Score -1.876565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 139940 members 
Mstep: Class 3 contains 20664 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 173688 members 
Mstep: Class 11 contains 58463 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21390 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 156421 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 160656 members 
Entering Unmasked Estep 
Score: -84479912.000000 Penalty: 44211.253906
Splitting cluster 6 changes total score from -84479680.000000 to -84479912.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -1702846.625000 Penalty: 1573.451538
	Iteration 0F: 2 clusters Score -1702847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1691801.500000 Penalty: 3146.903076
	Iteration 0F: 3 clusters Score -1691802 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1695534.750000 Penalty: 3146.903076
	Iteration 1F: 3 clusters Score -1695535 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1695798.125000 Penalty: 3146.903076
	Iteration 2Q: 3 clusters Score -1695798 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1696062.500000 Penalty: 3146.903076
	Iteration 3Q: 3 clusters Score -1696062 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1696352.875000 Penalty: 3146.903076
	Iteration 4Q: 3 clusters Score -1696353 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1696714.125000 Penalty: 3146.903076
	Iteration 5Q: 3 clusters Score -1696714 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1697169.375000 Penalty: 3146.903076
	Iteration 6Q: 3 clusters Score -1697169 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1697757.750000 Penalty: 3146.903076
	Iteration 7F: 3 clusters Score -1697758 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1698380.000000 Penalty: 3146.903076
	Iteration 8F: 3 clusters Score -1698380 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1698945.500000 Penalty: 3146.903076
	Iteration 9F: 3 clusters Score -1698946 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1699431.625000 Penalty: 3146.903076
	Iteration 10F: 3 clusters Score -1699432 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1699774.250000 Penalty: 3146.903076
	Iteration 11Q: 3 clusters Score -1699774 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1700023.750000 Penalty: 3146.903076
	Iteration 12Q: 3 clusters Score -1700024 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1700212.000000 Penalty: 3146.903076
	Iteration 13Q: 3 clusters Score -1700212 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1700361.000000 Penalty: 3146.903076
	Iteration 14Q: 3 clusters Score -1700361 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1700453.875000 Penalty: 3146.903076
	Iteration 15Q: 3 clusters Score -1700454 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1700545.000000 Penalty: 3146.903076
	Iteration 16Q: 3 clusters Score -1700545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1700628.750000 Penalty: 3146.903076
	Iteration 17Q: 3 clusters Score -1700629 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1700730.250000 Penalty: 3146.903076
	Iteration 18Q: 3 clusters Score -1700730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1700839.125000 Penalty: 3146.903076
	Iteration 19Q: 3 clusters Score -1700839 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1700963.625000 Penalty: 3146.903076
	Iteration 20F: 3 clusters Score -1700964 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1701080.875000 Penalty: 3146.903076
	Iteration 21Q: 3 clusters Score -1701081 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1701194.750000 Penalty: 3146.903076
	Iteration 22Q: 3 clusters Score -1701195 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1701282.750000 Penalty: 3146.903076
	Iteration 23Q: 3 clusters Score -1701283 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1701361.125000 Penalty: 3146.903076
	Iteration 24Q: 3 clusters Score -1701361 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1701413.000000 Penalty: 3146.903076
	Iteration 25Q: 3 clusters Score -1701413 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1701459.625000 Penalty: 3146.903076
	Iteration 26Q: 3 clusters Score -1701460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1701496.250000 Penalty: 3146.903076
	Iteration 27Q: 3 clusters Score -1701496 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1701523.000000 Penalty: 3146.903076
	Iteration 28Q: 3 clusters Score -1701523 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1701543.250000 Penalty: 3146.903076
	Iteration 29Q: 3 clusters Score -1701543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1701570.875000 Penalty: 3146.903076
	Iteration 30Q: 3 clusters Score -1701571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1701599.875000 Penalty: 3146.903076
	Iteration 31Q: 3 clusters Score -1701600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1701628.500000 Penalty: 3146.903076
	Iteration 32Q: 3 clusters Score -1701628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1701651.750000 Penalty: 3146.903076
	Iteration 33Q: 3 clusters Score -1701652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1701681.000000 Penalty: 3146.903076
	Iteration 34Q: 3 clusters Score -1701681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1701704.625000 Penalty: 3146.903076
	Iteration 35Q: 3 clusters Score -1701705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1701727.125000 Penalty: 3146.903076
	Iteration 36Q: 3 clusters Score -1701727 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1701748.000000 Penalty: 3146.903076
	Iteration 37Q: 3 clusters Score -1701748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1701763.000000 Penalty: 3146.903076
	Iteration 38Q: 3 clusters Score -1701763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1701776.500000 Penalty: 3146.903076
	Iteration 39Q: 3 clusters Score -1701776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1701785.500000 Penalty: 3146.903076
	Iteration 40F: 3 clusters Score -1701786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1701799.125000 Penalty: 3146.903076
	Iteration 41Q: 3 clusters Score -1701799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1701812.625000 Penalty: 3146.903076
	Iteration 42Q: 3 clusters Score -1701813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1701822.625000 Penalty: 3146.903076
	Iteration 43Q: 3 clusters Score -1701823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1701831.125000 Penalty: 3146.903076
	Iteration 44Q: 3 clusters Score -1701831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1701835.750000 Penalty: 3146.903076
	Iteration 45Q: 3 clusters Score -1701836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1701843.875000 Penalty: 3146.903076
	Iteration 46Q: 3 clusters Score -1701844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1701851.000000 Penalty: 3146.903076
	Iteration 47Q: 3 clusters Score -1701851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1701850.625000 Penalty: 3146.903076
	Iteration 48Q: 3 clusters Score -1701851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1701850.500000 Penalty: 3146.903076
	Iteration 49Q: 3 clusters Score -1701850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1701856.625000 Penalty: 3146.903076
	Iteration 50Q: 3 clusters Score -1701857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1701859.750000 Penalty: 3146.903076
	Iteration 51Q: 3 clusters Score -1701860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1701864.250000 Penalty: 3146.903076
	Iteration 52Q: 3 clusters Score -1701864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1701868.000000 Penalty: 3146.903076
	Iteration 53Q: 3 clusters Score -1701868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1701873.250000 Penalty: 3146.903076
	Iteration 54Q: 3 clusters Score -1701873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1701879.625000 Penalty: 3146.903076
	Iteration 55Q: 3 clusters Score -1701880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1701880.500000 Penalty: 3146.903076
	Iteration 56Q: 3 clusters Score -1701880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1701884.250000 Penalty: 3146.903076
	Iteration 57Q: 3 clusters Score -1701884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1701888.250000 Penalty: 3146.903076
	Iteration 58Q: 3 clusters Score -1701888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1701894.500000 Penalty: 3146.903076
	Iteration 59Q: 3 clusters Score -1701894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1701899.375000 Penalty: 3146.903076
	Iteration 60F: 3 clusters Score -1701899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1701898.250000 Penalty: 3146.903076
	Iteration 61Q: 3 clusters Score -1701898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1701904.000000 Penalty: 3146.903076
	Iteration 62Q: 3 clusters Score -1701904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1701906.375000 Penalty: 3146.903076
	Iteration 63Q: 3 clusters Score -1701906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1701909.750000 Penalty: 3146.903076
	Iteration 64Q: 3 clusters Score -1701910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1701906.000000 Penalty: 3146.903076
	Iteration 65Q: 3 clusters Score -1701906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1701908.875000 Penalty: 3146.903076
	Iteration 66Q: 3 clusters Score -1701909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1701907.750000 Penalty: 3146.903076
	Iteration 67Q: 3 clusters Score -1701908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1701907.375000 Penalty: 3146.903076
	Iteration 68Q: 3 clusters Score -1701907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1701908.000000 Penalty: 3146.903076
	Iteration 69Q: 3 clusters Score -1701908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1701909.375000 Penalty: 3146.903076
	Iteration 70Q: 3 clusters Score -1701909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1701911.625000 Penalty: 3146.903076
	Iteration 71Q: 3 clusters Score -1701912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1701909.750000 Penalty: 3146.903076
	Iteration 72Q: 3 clusters Score -1701910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1701909.750000 Penalty: 3146.903076
	Iteration 73F: 3 clusters Score -1701910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -12127.861328 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -12127.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11545.868164 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -11545.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11660.060547 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -11660.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11684.879883 Penalty: 1628.456543
	Iteration 2F: 3 clusters Score -11684.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11705.564453 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -11705.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11719.952148 Penalty: 1628.456543
	Iteration 4Q: 3 clusters Score -11719.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11721.508789 Penalty: 1628.456543
	Iteration 5Q: 3 clusters Score -11721.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11721.508789 Penalty: 1628.456543
	Iteration 6F: 3 clusters Score -11721.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Entering Unmasked Estep 
Score: -1328198.250000 Penalty: 1534.699585
	Iteration 0F: 2 clusters Score -1328198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1319341.500000 Penalty: 3069.399170
	Iteration 0F: 3 clusters Score -1319342 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1322407.375000 Penalty: 3069.399170
	Iteration 1F: 3 clusters Score -1322407 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1322737.250000 Penalty: 3069.399170
	Iteration 2F: 3 clusters Score -1322737 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1323087.750000 Penalty: 3069.399170
	Iteration 3F: 3 clusters Score -1323088 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1323536.125000 Penalty: 3069.399170
	Iteration 4F: 3 clusters Score -1323536 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1324132.250000 Penalty: 3069.399170
	Iteration 5F: 3 clusters Score -1324132 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1324824.000000 Penalty: 3069.399170
	Iteration 6F: 3 clusters Score -1324824 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1325534.500000 Penalty: 3069.399170
	Iteration 7F: 3 clusters Score -1325534 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1326153.500000 Penalty: 3069.399170
	Iteration 8F: 3 clusters Score -1326154 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1326629.875000 Penalty: 3069.399170
	Iteration 9Q: 3 clusters Score -1326630 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1326991.500000 Penalty: 3069.399170
	Iteration 10Q: 3 clusters Score -1326992 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1327254.250000 Penalty: 3069.399170
	Iteration 11Q: 3 clusters Score -1327254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1327449.375000 Penalty: 3069.399170
	Iteration 12Q: 3 clusters Score -1327449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1327558.125000 Penalty: 3069.399170
	Iteration 13Q: 3 clusters Score -1327558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1327599.125000 Penalty: 3069.399170
	Iteration 14Q: 3 clusters Score -1327599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1327613.375000 Penalty: 3069.399170
	Iteration 15Q: 3 clusters Score -1327613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1327631.625000 Penalty: 3069.399170
	Iteration 16Q: 3 clusters Score -1327632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1327637.375000 Penalty: 3069.399170
	Iteration 17Q: 3 clusters Score -1327637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1327638.625000 Penalty: 3069.399170
	Iteration 18Q: 3 clusters Score -1327639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1327642.875000 Penalty: 3069.399170
	Iteration 19Q: 3 clusters Score -1327643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1327645.875000 Penalty: 3069.399170
	Iteration 20F: 3 clusters Score -1327646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1327646.875000 Penalty: 3069.399170
	Iteration 21Q: 3 clusters Score -1327647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1327647.500000 Penalty: 3069.399170
	Iteration 22Q: 3 clusters Score -1327648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1327647.500000 Penalty: 3069.399170
	Iteration 23F: 3 clusters Score -1327648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Entering Unmasked Estep 
Score: -6110076.000000 Penalty: 1783.624268
	Iteration 0F: 2 clusters Score -6110076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6071193.500000 Penalty: 3567.248535
	Iteration 0F: 3 clusters Score -6071194 nChanged 27441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6086538.000000 Penalty: 3567.248535
	Iteration 1F: 3 clusters Score -6086538 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6087031.500000 Penalty: 3567.248535
	Iteration 2Q: 3 clusters Score -6087032 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -6087521.000000 Penalty: 3567.248535
	Iteration 3Q: 3 clusters Score -6087521 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6088108.500000 Penalty: 3567.248535
	Iteration 4Q: 3 clusters Score -6088108 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -6088880.500000 Penalty: 3567.248535
	Iteration 5Q: 3 clusters Score -6088880 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -6090029.000000 Penalty: 3567.248535
	Iteration 6Q: 3 clusters Score -6090029 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -6091950.000000 Penalty: 3567.248535
	Iteration 7F: 3 clusters Score -6091950 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -6094487.000000 Penalty: 3567.248535
	Iteration 8F: 3 clusters Score -6094487 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -6097603.000000 Penalty: 3567.248535
	Iteration 9F: 3 clusters Score -6097603 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -6100824.000000 Penalty: 3567.248535
	Iteration 10F: 3 clusters Score -6100824 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -6103376.500000 Penalty: 3567.248535
	Iteration 11Q: 3 clusters Score -6103376 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6105089.500000 Penalty: 3567.248535
	Iteration 12Q: 3 clusters Score -6105090 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6106255.500000 Penalty: 3567.248535
	Iteration 13Q: 3 clusters Score -6106256 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -6107060.000000 Penalty: 3567.248535
	Iteration 14Q: 3 clusters Score -6107060 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -6107598.500000 Penalty: 3567.248535
	Iteration 15Q: 3 clusters Score -6107598 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6107930.500000 Penalty: 3567.248535
	Iteration 16Q: 3 clusters Score -6107930 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -6108193.000000 Penalty: 3567.248535
	Iteration 17Q: 3 clusters Score -6108193 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -6108413.000000 Penalty: 3567.248535
	Iteration 18Q: 3 clusters Score -6108413 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6108520.500000 Penalty: 3567.248535
	Iteration 19Q: 3 clusters Score -6108520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -6108601.500000 Penalty: 3567.248535
	Iteration 20F: 3 clusters Score -6108602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -6108647.000000 Penalty: 3567.248535
	Iteration 21Q: 3 clusters Score -6108647 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -6108704.000000 Penalty: 3567.248535
	Iteration 22Q: 3 clusters Score -6108704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -6108736.000000 Penalty: 3567.248535
	Iteration 23Q: 3 clusters Score -6108736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -6108758.500000 Penalty: 3567.248535
	Iteration 24Q: 3 clusters Score -6108758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -6108786.500000 Penalty: 3567.248535
	Iteration 25Q: 3 clusters Score -6108786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -6108805.000000 Penalty: 3567.248535
	Iteration 26Q: 3 clusters Score -6108805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -6108804.500000 Penalty: 3567.248535
	Iteration 27Q: 3 clusters Score -6108804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -6108802.000000 Penalty: 3567.248535
	Iteration 28Q: 3 clusters Score -6108802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -6108812.500000 Penalty: 3567.248535
	Iteration 29Q: 3 clusters Score -6108812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -6108827.000000 Penalty: 3567.248535
	Iteration 30Q: 3 clusters Score -6108827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6108829.500000 Penalty: 3567.248535
	Iteration 31Q: 3 clusters Score -6108830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -6108831.500000 Penalty: 3567.248535
	Iteration 32Q: 3 clusters Score -6108832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -6108831.500000 Penalty: 3567.248535
	Iteration 33Q: 3 clusters Score -6108832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -6108840.500000 Penalty: 3567.248535
	Iteration 34Q: 3 clusters Score -6108840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -6108845.500000 Penalty: 3567.248535
	Iteration 35Q: 3 clusters Score -6108846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -6108846.000000 Penalty: 3567.248535
	Iteration 36Q: 3 clusters Score -6108846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -6108851.000000 Penalty: 3567.248535
	Iteration 37Q: 3 clusters Score -6108851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -6108856.500000 Penalty: 3567.248535
	Iteration 38Q: 3 clusters Score -6108856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -6108862.000000 Penalty: 3567.248535
	Iteration 39Q: 3 clusters Score -6108862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -6108861.500000 Penalty: 3567.248535
	Iteration 40F: 3 clusters Score -6108862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -6108873.500000 Penalty: 3567.248535
	Iteration 41Q: 3 clusters Score -6108874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -6108868.000000 Penalty: 3567.248535
	Iteration 42Q: 3 clusters Score -6108868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -6108873.000000 Penalty: 3567.248535
	Iteration 43Q: 3 clusters Score -6108873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -6108875.500000 Penalty: 3567.248535
	Iteration 44Q: 3 clusters Score -6108876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -6108870.000000 Penalty: 3567.248535
	Iteration 45Q: 3 clusters Score -6108870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -6108875.500000 Penalty: 3567.248535
	Iteration 46Q: 3 clusters Score -6108876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -6108875.000000 Penalty: 3567.248535
	Iteration 47Q: 3 clusters Score -6108875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -6108878.500000 Penalty: 3567.248535
	Iteration 48Q: 3 clusters Score -6108878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -6108879.000000 Penalty: 3567.248535
	Iteration 49Q: 3 clusters Score -6108879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -6108877.000000 Penalty: 3567.248535
	Iteration 50Q: 3 clusters Score -6108877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -6108880.000000 Penalty: 3567.248535
	Iteration 51Q: 3 clusters Score -6108880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -6108874.500000 Penalty: 3567.248535
	Iteration 52Q: 3 clusters Score -6108874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -6108881.500000 Penalty: 3567.248535
	Iteration 53Q: 3 clusters Score -6108882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -6108879.500000 Penalty: 3567.248535
	Iteration 54Q: 3 clusters Score -6108880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -6108878.500000 Penalty: 3567.248535
	Iteration 55Q: 3 clusters Score -6108878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -6108871.500000 Penalty: 3567.248535
	Iteration 56Q: 3 clusters Score -6108872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -6108875.000000 Penalty: 3567.248535
	Iteration 57Q: 3 clusters Score -6108875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -6108876.000000 Penalty: 3567.248535
	Iteration 58Q: 3 clusters Score -6108876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -6108877.500000 Penalty: 3567.248535
	Iteration 59Q: 3 clusters Score -6108878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6108879.000000 Penalty: 3567.248535
	Iteration 60F: 3 clusters Score -6108879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -6108890.000000 Penalty: 3567.248535
	Iteration 61Q: 3 clusters Score -6108890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -6108890.500000 Penalty: 3567.248535
	Iteration 62Q: 3 clusters Score -6108890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -6108886.000000 Penalty: 3567.248535
	Iteration 63Q: 3 clusters Score -6108886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -6108896.500000 Penalty: 3567.248535
	Iteration 64Q: 3 clusters Score -6108896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -6108899.000000 Penalty: 3567.248535
	Iteration 65Q: 3 clusters Score -6108899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -6108899.500000 Penalty: 3567.248535
	Iteration 66Q: 3 clusters Score -6108900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6108905.500000 Penalty: 3567.248535
	Iteration 67Q: 3 clusters Score -6108906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -6108905.000000 Penalty: 3567.248535
	Iteration 68Q: 3 clusters Score -6108905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -6108906.500000 Penalty: 3567.248535
	Iteration 69Q: 3 clusters Score -6108906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6108906.500000 Penalty: 3567.248535
	Iteration 70Q: 3 clusters Score -6108906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -6108914.000000 Penalty: 3567.248535
	Iteration 71Q: 3 clusters Score -6108914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -6108911.000000 Penalty: 3567.248535
	Iteration 72Q: 3 clusters Score -6108911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -6108918.500000 Penalty: 3567.248535
	Iteration 73Q: 3 clusters Score -6108918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -6108921.000000 Penalty: 3567.248535
	Iteration 74Q: 3 clusters Score -6108921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -6108918.000000 Penalty: 3567.248535
	Iteration 75Q: 3 clusters Score -6108918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -6108920.000000 Penalty: 3567.248535
	Iteration 76Q: 3 clusters Score -6108920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -6108920.000000 Penalty: 3567.248535
	Iteration 77F: 3 clusters Score -6108920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -334146.812500 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -334146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -331240.000000 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -331240 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -332060.906250 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -332060.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -332222.718750 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -332222.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332314.531250 Penalty: 2639.094727
	Iteration 3Q: 3 clusters Score -332314.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -332386.937500 Penalty: 2639.094727
	Iteration 4Q: 3 clusters Score -332386.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332454.281250 Penalty: 2639.094727
	Iteration 5Q: 3 clusters Score -332454.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -332517.687500 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -332517.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -332579.281250 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -332579.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -332634.906250 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -332634.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -332686.906250 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -332686.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -332722.312500 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -332722.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -332762.031250 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -332762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -332789.875000 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -332789.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -332814.531250 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -332814.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -332835.875000 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -332835.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -332865.218750 Penalty: 2639.094727
	Iteration 15Q: 3 clusters Score -332865.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -332899.781250 Penalty: 2639.094727
	Iteration 16Q: 3 clusters Score -332899.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332941.906250 Penalty: 2639.094727
	Iteration 17Q: 3 clusters Score -332941.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -332979.031250 Penalty: 2639.094727
	Iteration 18Q: 3 clusters Score -332979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -333007.843750 Penalty: 2639.094727
	Iteration 19Q: 3 clusters Score -333007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -333032.843750 Penalty: 2639.094727
	Iteration 20F: 3 clusters Score -333032.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -333056.062500 Penalty: 2639.094727
	Iteration 21Q: 3 clusters Score -333056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -333083.750000 Penalty: 2639.094727
	Iteration 22Q: 3 clusters Score -333083.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -333105.406250 Penalty: 2639.094727
	Iteration 23Q: 3 clusters Score -333105.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -333126.406250 Penalty: 2639.094727
	Iteration 24Q: 3 clusters Score -333126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -333142.468750 Penalty: 2639.094727
	Iteration 25Q: 3 clusters Score -333142.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -333160.875000 Penalty: 2639.094727
	Iteration 26Q: 3 clusters Score -333160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -333180.906250 Penalty: 2639.094727
	Iteration 27Q: 3 clusters Score -333180.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -333197.687500 Penalty: 2639.094727
	Iteration 28Q: 3 clusters Score -333197.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -333212.750000 Penalty: 2639.094727
	Iteration 29Q: 3 clusters Score -333212.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -333220.656250 Penalty: 2639.094727
	Iteration 30Q: 3 clusters Score -333220.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -333229.062500 Penalty: 2639.094727
	Iteration 31Q: 3 clusters Score -333229.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -333237.750000 Penalty: 2639.094727
	Iteration 32Q: 3 clusters Score -333237.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -333250.062500 Penalty: 2639.094727
	Iteration 33Q: 3 clusters Score -333250.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -333258.593750 Penalty: 2639.094727
	Iteration 34Q: 3 clusters Score -333258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -333264.562500 Penalty: 2639.094727
	Iteration 35Q: 3 clusters Score -333264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -333268.812500 Penalty: 2639.094727
	Iteration 36Q: 3 clusters Score -333268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -333274.718750 Penalty: 2639.094727
	Iteration 37Q: 3 clusters Score -333274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -333278.531250 Penalty: 2639.094727
	Iteration 38Q: 3 clusters Score -333278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -333279.468750 Penalty: 2639.094727
	Iteration 39Q: 3 clusters Score -333279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -333280.750000 Penalty: 2639.094727
	Iteration 40F: 3 clusters Score -333280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -333282.531250 Penalty: 2639.094727
	Iteration 41Q: 3 clusters Score -333282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -333284.406250 Penalty: 2639.094727
	Iteration 42Q: 3 clusters Score -333284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -333285.312500 Penalty: 2639.094727
	Iteration 43Q: 3 clusters Score -333285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -333285.593750 Penalty: 2639.094727
	Iteration 44Q: 3 clusters Score -333285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -333285.593750 Penalty: 2639.094727
	Iteration 45F: 3 clusters Score -333285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Entering Unmasked Estep 
Score: -2237702.750000 Penalty: 1620.235229
	Iteration 0F: 2 clusters Score -2237703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2223147.750000 Penalty: 3240.470459
	Iteration 0F: 3 clusters Score -2223148 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2228702.000000 Penalty: 3240.470459
	Iteration 1F: 3 clusters Score -2228702 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2229248.750000 Penalty: 3240.470459
	Iteration 2F: 3 clusters Score -2229249 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2229896.750000 Penalty: 3240.470459
	Iteration 3F: 3 clusters Score -2229897 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2230718.500000 Penalty: 3240.470459
	Iteration 4F: 3 clusters Score -2230718 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2231681.500000 Penalty: 3240.470459
	Iteration 5F: 3 clusters Score -2231682 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2232716.750000 Penalty: 3240.470459
	Iteration 6F: 3 clusters Score -2232717 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2233723.500000 Penalty: 3240.470459
	Iteration 7F: 3 clusters Score -2233724 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2234562.250000 Penalty: 3240.470459
	Iteration 8Q: 3 clusters Score -2234562 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2235149.500000 Penalty: 3240.470459
	Iteration 9Q: 3 clusters Score -2235150 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2235547.750000 Penalty: 3240.470459
	Iteration 10Q: 3 clusters Score -2235548 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2235794.000000 Penalty: 3240.470459
	Iteration 11Q: 3 clusters Score -2235794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2235950.250000 Penalty: 3240.470459
	Iteration 12Q: 3 clusters Score -2235950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2236043.750000 Penalty: 3240.470459
	Iteration 13Q: 3 clusters Score -2236044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2236111.000000 Penalty: 3240.470459
	Iteration 14Q: 3 clusters Score -2236111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2236156.500000 Penalty: 3240.470459
	Iteration 15Q: 3 clusters Score -2236156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2236201.750000 Penalty: 3240.470459
	Iteration 16Q: 3 clusters Score -2236202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2236236.500000 Penalty: 3240.470459
	Iteration 17Q: 3 clusters Score -2236236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2236264.250000 Penalty: 3240.470459
	Iteration 18Q: 3 clusters Score -2236264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2236288.250000 Penalty: 3240.470459
	Iteration 19Q: 3 clusters Score -2236288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2236292.500000 Penalty: 3240.470459
	Iteration 20F: 3 clusters Score -2236292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2236303.750000 Penalty: 3240.470459
	Iteration 21Q: 3 clusters Score -2236304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2236314.000000 Penalty: 3240.470459
	Iteration 22Q: 3 clusters Score -2236314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2236315.250000 Penalty: 3240.470459
	Iteration 23Q: 3 clusters Score -2236315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2236323.750000 Penalty: 3240.470459
	Iteration 24Q: 3 clusters Score -2236324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2236328.000000 Penalty: 3240.470459
	Iteration 25Q: 3 clusters Score -2236328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2236332.500000 Penalty: 3240.470459
	Iteration 26Q: 3 clusters Score -2236332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2236336.750000 Penalty: 3240.470459
	Iteration 27Q: 3 clusters Score -2236337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2236336.250000 Penalty: 3240.470459
	Iteration 28Q: 3 clusters Score -2236336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2236339.750000 Penalty: 3240.470459
	Iteration 29Q: 3 clusters Score -2236340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2236339.750000 Penalty: 3240.470459
	Iteration 30F: 3 clusters Score -2236340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Entering Unmasked Estep 
Score: -1167917.500000 Penalty: 1507.492432
	Iteration 0F: 2 clusters Score -1167918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1160271.000000 Penalty: 3014.984863
	Iteration 0F: 3 clusters Score -1160271 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1162788.750000 Penalty: 3014.984863
	Iteration 1F: 3 clusters Score -1162789 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1163055.875000 Penalty: 3014.984863
	Iteration 2F: 3 clusters Score -1163056 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1163277.500000 Penalty: 3014.984863
	Iteration 3F: 3 clusters Score -1163278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1163479.500000 Penalty: 3014.984863
	Iteration 4Q: 3 clusters Score -1163480 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1163691.875000 Penalty: 3014.984863
	Iteration 5Q: 3 clusters Score -1163692 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1163954.125000 Penalty: 3014.984863
	Iteration 6Q: 3 clusters Score -1163954 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1164242.250000 Penalty: 3014.984863
	Iteration 7Q: 3 clusters Score -1164242 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1164579.750000 Penalty: 3014.984863
	Iteration 8Q: 3 clusters Score -1164580 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1164922.000000 Penalty: 3014.984863
	Iteration 9Q: 3 clusters Score -1164922 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1165253.250000 Penalty: 3014.984863
	Iteration 10Q: 3 clusters Score -1165253 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1165577.375000 Penalty: 3014.984863
	Iteration 11Q: 3 clusters Score -1165577 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1165875.250000 Penalty: 3014.984863
	Iteration 12Q: 3 clusters Score -1165875 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1166091.875000 Penalty: 3014.984863
	Iteration 13Q: 3 clusters Score -1166092 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1166245.000000 Penalty: 3014.984863
	Iteration 14Q: 3 clusters Score -1166245 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1166365.375000 Penalty: 3014.984863
	Iteration 15Q: 3 clusters Score -1166365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1166438.000000 Penalty: 3014.984863
	Iteration 16Q: 3 clusters Score -1166438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1166495.125000 Penalty: 3014.984863
	Iteration 17Q: 3 clusters Score -1166495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1166530.125000 Penalty: 3014.984863
	Iteration 18Q: 3 clusters Score -1166530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1166540.625000 Penalty: 3014.984863
	Iteration 19Q: 3 clusters Score -1166541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1166552.750000 Penalty: 3014.984863
	Iteration 20F: 3 clusters Score -1166553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1166572.500000 Penalty: 3014.984863
	Iteration 21Q: 3 clusters Score -1166572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1166584.375000 Penalty: 3014.984863
	Iteration 22Q: 3 clusters Score -1166584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1166592.000000 Penalty: 3014.984863
	Iteration 23Q: 3 clusters Score -1166592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1166597.125000 Penalty: 3014.984863
	Iteration 24Q: 3 clusters Score -1166597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1166601.875000 Penalty: 3014.984863
	Iteration 25Q: 3 clusters Score -1166602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1166606.125000 Penalty: 3014.984863
	Iteration 26Q: 3 clusters Score -1166606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1166612.000000 Penalty: 3014.984863
	Iteration 27Q: 3 clusters Score -1166612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1166615.625000 Penalty: 3014.984863
	Iteration 28Q: 3 clusters Score -1166616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1166614.750000 Penalty: 3014.984863
	Iteration 29Q: 3 clusters Score -1166615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1166615.125000 Penalty: 3014.984863
	Iteration 30Q: 3 clusters Score -1166615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1166615.125000 Penalty: 3014.984863
	Iteration 31F: 3 clusters Score -1166615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -13296.040039 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -13296.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12695.226562 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -12695.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12737.195312 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -12737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12760.349609 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -12760.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12797.230469 Penalty: 1667.217041
	Iteration 3F: 3 clusters Score -12797.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12843.796875 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -12843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12877.663086 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -12877.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12927.929688 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -12927.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12956.701172 Penalty: 1667.217041
	Iteration 7Q: 3 clusters Score -12956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12963.960938 Penalty: 1667.217041
	Iteration 8Q: 3 clusters Score -12963.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12972.049805 Penalty: 1667.217041
	Iteration 9Q: 3 clusters Score -12972.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12972.049805 Penalty: 1667.217041
	Iteration 10F: 3 clusters Score -12972.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -349057.218750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -349057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -346045.500000 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -346045.5 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -346864.906250 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -346864.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -347002.125000 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -347002.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -347120.843750 Penalty: 2660.419922
	Iteration 3Q: 3 clusters Score -347120.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -347220.937500 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -347220.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -347290.250000 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -347290.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -347346.906250 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -347346.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -347387.000000 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -347387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -347415.468750 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -347415.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -347440.875000 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -347440.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -347473.468750 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -347473.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -347502.250000 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -347502.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -347535.718750 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -347535.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -347576.656250 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -347576.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -347615.593750 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -347615.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -347665.562500 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -347665.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -347720.781250 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -347720.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -347776.906250 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -347776.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -347839.031250 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -347839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -347901.375000 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -347901.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -347961.250000 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -347961.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -348009.000000 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -348009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -348052.968750 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -348053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -348091.375000 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -348091.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -348126.125000 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -348126.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -348151.281250 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -348151.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -348176.187500 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -348176.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -348196.625000 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -348196.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -348211.968750 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -348212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -348225.062500 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -348225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -348234.656250 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -348234.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -348250.187500 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -348250.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -348263.500000 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -348263.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -348274.656250 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -348274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -348284.125000 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -348284.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -348293.281250 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -348293.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -348298.031250 Penalty: 2660.419922
	Iteration 36Q: 3 clusters Score -348298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -348303.281250 Penalty: 2660.419922
	Iteration 37Q: 3 clusters Score -348303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -348306.250000 Penalty: 2660.419922
	Iteration 38Q: 3 clusters Score -348306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -348307.343750 Penalty: 2660.419922
	Iteration 39Q: 3 clusters Score -348307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -348308.468750 Penalty: 2660.419922
	Iteration 40F: 3 clusters Score -348308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -348310.156250 Penalty: 2660.419922
	Iteration 41Q: 3 clusters Score -348310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -348312.343750 Penalty: 2660.419922
	Iteration 42Q: 3 clusters Score -348312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -348315.875000 Penalty: 2660.419922
	Iteration 43Q: 3 clusters Score -348315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -348319.156250 Penalty: 2660.419922
	Iteration 44Q: 3 clusters Score -348319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -348321.312500 Penalty: 2660.419922
	Iteration 45Q: 3 clusters Score -348321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -348325.093750 Penalty: 2660.419922
	Iteration 46Q: 3 clusters Score -348325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -348329.781250 Penalty: 2660.419922
	Iteration 47Q: 3 clusters Score -348329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -348332.000000 Penalty: 2660.419922
	Iteration 48Q: 3 clusters Score -348332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -348334.312500 Penalty: 2660.419922
	Iteration 49Q: 3 clusters Score -348334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -348334.750000 Penalty: 2660.419922
	Iteration 50Q: 3 clusters Score -348334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -348334.750000 Penalty: 2660.419922
	Iteration 51F: 3 clusters Score -348334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -160309.843750 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -160309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -158555.343750 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -158555.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158910.515625 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -158910.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159015.625000 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -159015.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159072.203125 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -159072.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159121.750000 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -159121.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -159157.531250 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -159157.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159181.656250 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -159181.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -159204.718750 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -159204.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159221.734375 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -159221.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159237.484375 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -159237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -159246.937500 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -159246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -159253.421875 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -159253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159260.625000 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -159260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159267.578125 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -159267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -159272.703125 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -159272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159276.406250 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -159276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -159280.250000 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -159280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159281.796875 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -159281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -159282.218750 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -159282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -159285.109375 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -159285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159290.031250 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -159290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159292.906250 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -159292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159294.937500 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -159294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -159299.609375 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -159299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159303.578125 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -159303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159306.359375 Penalty: 2383.232422
	Iteration 25Q: 3 clusters Score -159306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159308.125000 Penalty: 2383.232422
	Iteration 26Q: 3 clusters Score -159308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -159309.906250 Penalty: 2383.232422
	Iteration 27Q: 3 clusters Score -159309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159312.562500 Penalty: 2383.232422
	Iteration 28Q: 3 clusters Score -159312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159318.890625 Penalty: 2383.232422
	Iteration 29Q: 3 clusters Score -159318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -159326.968750 Penalty: 2383.232422
	Iteration 30Q: 3 clusters Score -159327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -159334.031250 Penalty: 2383.232422
	Iteration 31Q: 3 clusters Score -159334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159338.828125 Penalty: 2383.232422
	Iteration 32Q: 3 clusters Score -159338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159343.484375 Penalty: 2383.232422
	Iteration 33Q: 3 clusters Score -159343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159348.390625 Penalty: 2383.232422
	Iteration 34Q: 3 clusters Score -159348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159352.593750 Penalty: 2383.232422
	Iteration 35Q: 3 clusters Score -159352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159355.828125 Penalty: 2383.232422
	Iteration 36Q: 3 clusters Score -159355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -159359.687500 Penalty: 2383.232422
	Iteration 37Q: 3 clusters Score -159359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159362.640625 Penalty: 2383.232422
	Iteration 38Q: 3 clusters Score -159362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159366.687500 Penalty: 2383.232422
	Iteration 39Q: 3 clusters Score -159366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159367.625000 Penalty: 2383.232422
	Iteration 40F: 3 clusters Score -159367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -159370.859375 Penalty: 2383.232422
	Iteration 41Q: 3 clusters Score -159370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159372.093750 Penalty: 2383.232422
	Iteration 42Q: 3 clusters Score -159372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159372.359375 Penalty: 2383.232422
	Iteration 43Q: 3 clusters Score -159372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159372.359375 Penalty: 2383.232422
	Iteration 44F: 3 clusters Score -159372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Entering Unmasked Estep 
Score: -16717749.000000 Penalty: 1943.549805
	Iteration 0F: 2 clusters Score -1.671775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -16614579.000000 Penalty: 3887.099609
	Iteration 0F: 3 clusters Score -1.661458e+07 nChanged 75441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -16659137.000000 Penalty: 3887.099609
	Iteration 1F: 3 clusters Score -1.665914e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -16660527.000000 Penalty: 3887.099609
	Iteration 2Q: 3 clusters Score -1.666053e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -16662753.000000 Penalty: 3887.099609
	Iteration 3Q: 3 clusters Score -1.666275e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -16666506.000000 Penalty: 3887.099609
	Iteration 4Q: 3 clusters Score -1.666651e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -16673340.000000 Penalty: 3887.099609
	Iteration 5F: 3 clusters Score -1.667334e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -16683500.000000 Penalty: 3887.099609
	Iteration 6F: 3 clusters Score -1.66835e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -16694927.000000 Penalty: 3887.099609
	Iteration 7F: 3 clusters Score -1.669493e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -16703866.000000 Penalty: 3887.099609
	Iteration 8F: 3 clusters Score -1.670387e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146450 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -16709094.000000 Penalty: 3887.099609
	Iteration 9Q: 3 clusters Score -1.670909e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -16712035.000000 Penalty: 3887.099609
	Iteration 10Q: 3 clusters Score -1.671204e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -16713704.000000 Penalty: 3887.099609
	Iteration 11Q: 3 clusters Score -1.67137e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -16714706.000000 Penalty: 3887.099609
	Iteration 12Q: 3 clusters Score -1.671471e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153960 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -16715252.000000 Penalty: 3887.099609
	Iteration 13Q: 3 clusters Score -1.671525e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16715625.000000 Penalty: 3887.099609
	Iteration 14Q: 3 clusters Score -1.671562e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -16715836.000000 Penalty: 3887.099609
	Iteration 15Q: 3 clusters Score -1.671584e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155069 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16715985.000000 Penalty: 3887.099609
	Iteration 16Q: 3 clusters Score -1.671598e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -16716057.000000 Penalty: 3887.099609
	Iteration 17Q: 3 clusters Score -1.671606e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16716120.000000 Penalty: 3887.099609
	Iteration 18Q: 3 clusters Score -1.671612e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155433 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16716169.000000 Penalty: 3887.099609
	Iteration 19Q: 3 clusters Score -1.671617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16716190.000000 Penalty: 3887.099609
	Iteration 20F: 3 clusters Score -1.671619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155547 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16716245.000000 Penalty: 3887.099609
	Iteration 21Q: 3 clusters Score -1.671624e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16716248.000000 Penalty: 3887.099609
	Iteration 22Q: 3 clusters Score -1.671625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16716256.000000 Penalty: 3887.099609
	Iteration 23Q: 3 clusters Score -1.671626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16716265.000000 Penalty: 3887.099609
	Iteration 24Q: 3 clusters Score -1.671626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16716272.000000 Penalty: 3887.099609
	Iteration 25Q: 3 clusters Score -1.671627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16716282.000000 Penalty: 3887.099609
	Iteration 26Q: 3 clusters Score -1.671628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16716293.000000 Penalty: 3887.099609
	Iteration 27Q: 3 clusters Score -1.671629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155670 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16716311.000000 Penalty: 3887.099609
	Iteration 28Q: 3 clusters Score -1.671631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16716310.000000 Penalty: 3887.099609
	Iteration 29Q: 3 clusters Score -1.671631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -16716305.000000 Penalty: 3887.099609
	Iteration 30Q: 3 clusters Score -1.67163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16716317.000000 Penalty: 3887.099609
	Iteration 31Q: 3 clusters Score -1.671632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16716313.000000 Penalty: 3887.099609
	Iteration 32Q: 3 clusters Score -1.671631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16716315.000000 Penalty: 3887.099609
	Iteration 33Q: 3 clusters Score -1.671632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155697 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16716310.000000 Penalty: 3887.099609
	Iteration 34Q: 3 clusters Score -1.671631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155700 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16716316.000000 Penalty: 3887.099609
	Iteration 35Q: 3 clusters Score -1.671632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16716315.000000 Penalty: 3887.099609
	Iteration 36Q: 3 clusters Score -1.671632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16716310.000000 Penalty: 3887.099609
	Iteration 37Q: 3 clusters Score -1.671631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16716311.000000 Penalty: 3887.099609
	Iteration 38Q: 3 clusters Score -1.671631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16716308.000000 Penalty: 3887.099609
	Iteration 39Q: 3 clusters Score -1.671631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16716308.000000 Penalty: 3887.099609
	Iteration 40F: 3 clusters Score -1.671631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -444535.437500 Penalty: 1351.835205
	Iteration 0F: 2 clusters Score -444535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -441098.093750 Penalty: 2703.670410
	Iteration 0F: 3 clusters Score -441098.1 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -441965.281250 Penalty: 2703.670410
	Iteration 1F: 3 clusters Score -441965.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -442109.000000 Penalty: 2703.670410
	Iteration 2F: 3 clusters Score -442109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -442198.000000 Penalty: 2703.670410
	Iteration 3Q: 3 clusters Score -442198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -442269.031250 Penalty: 2703.670410
	Iteration 4Q: 3 clusters Score -442269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -442315.375000 Penalty: 2703.670410
	Iteration 5Q: 3 clusters Score -442315.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -442355.562500 Penalty: 2703.670410
	Iteration 6Q: 3 clusters Score -442355.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -442394.031250 Penalty: 2703.670410
	Iteration 7Q: 3 clusters Score -442394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -442428.468750 Penalty: 2703.670410
	Iteration 8Q: 3 clusters Score -442428.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -442456.093750 Penalty: 2703.670410
	Iteration 9Q: 3 clusters Score -442456.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -442479.968750 Penalty: 2703.670410
	Iteration 10Q: 3 clusters Score -442480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -442501.906250 Penalty: 2703.670410
	Iteration 11Q: 3 clusters Score -442501.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -442524.031250 Penalty: 2703.670410
	Iteration 12Q: 3 clusters Score -442524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -442549.593750 Penalty: 2703.670410
	Iteration 13Q: 3 clusters Score -442549.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -442572.406250 Penalty: 2703.670410
	Iteration 14Q: 3 clusters Score -442572.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -442597.062500 Penalty: 2703.670410
	Iteration 15Q: 3 clusters Score -442597.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -442622.156250 Penalty: 2703.670410
	Iteration 16Q: 3 clusters Score -442622.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -442650.687500 Penalty: 2703.670410
	Iteration 17Q: 3 clusters Score -442650.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -442687.187500 Penalty: 2703.670410
	Iteration 18Q: 3 clusters Score -442687.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -442731.656250 Penalty: 2703.670410
	Iteration 19Q: 3 clusters Score -442731.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -442772.125000 Penalty: 2703.670410
	Iteration 20F: 3 clusters Score -442772.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -442818.750000 Penalty: 2703.670410
	Iteration 21Q: 3 clusters Score -442818.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -442866.156250 Penalty: 2703.670410
	Iteration 22Q: 3 clusters Score -442866.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -442910.531250 Penalty: 2703.670410
	Iteration 23Q: 3 clusters Score -442910.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -442954.875000 Penalty: 2703.670410
	Iteration 24Q: 3 clusters Score -442954.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -443001.156250 Penalty: 2703.670410
	Iteration 25Q: 3 clusters Score -443001.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -443045.937500 Penalty: 2703.670410
	Iteration 26Q: 3 clusters Score -443045.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -443083.906250 Penalty: 2703.670410
	Iteration 27Q: 3 clusters Score -443083.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -443112.781250 Penalty: 2703.670410
	Iteration 28Q: 3 clusters Score -443112.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -443143.125000 Penalty: 2703.670410
	Iteration 29Q: 3 clusters Score -443143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -443176.281250 Penalty: 2703.670410
	Iteration 30Q: 3 clusters Score -443176.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -443196.531250 Penalty: 2703.670410
	Iteration 31Q: 3 clusters Score -443196.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -443228.781250 Penalty: 2703.670410
	Iteration 32Q: 3 clusters Score -443228.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -443251.968750 Penalty: 2703.670410
	Iteration 33Q: 3 clusters Score -443252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -443268.156250 Penalty: 2703.670410
	Iteration 34Q: 3 clusters Score -443268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -443284.750000 Penalty: 2703.670410
	Iteration 35Q: 3 clusters Score -443284.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -443293.375000 Penalty: 2703.670410
	Iteration 36Q: 3 clusters Score -443293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -443305.062500 Penalty: 2703.670410
	Iteration 37Q: 3 clusters Score -443305.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -443323.062500 Penalty: 2703.670410
	Iteration 38Q: 3 clusters Score -443323.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -443335.125000 Penalty: 2703.670410
	Iteration 39Q: 3 clusters Score -443335.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -443346.375000 Penalty: 2703.670410
	Iteration 40F: 3 clusters Score -443346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -443354.531250 Penalty: 2703.670410
	Iteration 41Q: 3 clusters Score -443354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -443358.468750 Penalty: 2703.670410
	Iteration 42Q: 3 clusters Score -443358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -443360.593750 Penalty: 2703.670410
	Iteration 43Q: 3 clusters Score -443360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -443361.062500 Penalty: 2703.670410
	Iteration 44Q: 3 clusters Score -443361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -443361.062500 Penalty: 2703.670410
	Iteration 45F: 3 clusters Score -443361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (160656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160656 members 
Entering Unmasked Estep 
Score: -17189798.000000 Penalty: 1947.890869
	Iteration 0F: 2 clusters Score -1.71898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80422 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -17086522.000000 Penalty: 3895.781738
	Iteration 0F: 3 clusters Score -1.708652e+07 nChanged 77432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -17132248.000000 Penalty: 3895.781738
	Iteration 1F: 3 clusters Score -1.713225e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -17133306.000000 Penalty: 3895.781738
	Iteration 2Q: 3 clusters Score -1.713331e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -17134700.000000 Penalty: 3895.781738
	Iteration 3Q: 3 clusters Score -1.71347e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -17136938.000000 Penalty: 3895.781738
	Iteration 4Q: 3 clusters Score -1.713694e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -17140576.000000 Penalty: 3895.781738
	Iteration 5Q: 3 clusters Score -1.714058e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -17146546.000000 Penalty: 3895.781738
	Iteration 6F: 3 clusters Score -1.714655e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -17155340.000000 Penalty: 3895.781738
	Iteration 7F: 3 clusters Score -1.715534e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -17165528.000000 Penalty: 3895.781738
	Iteration 8F: 3 clusters Score -1.716553e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -17173912.000000 Penalty: 3895.781738
	Iteration 9F: 3 clusters Score -1.717391e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -17179332.000000 Penalty: 3895.781738
	Iteration 10Q: 3 clusters Score -1.717933e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -17182592.000000 Penalty: 3895.781738
	Iteration 11Q: 3 clusters Score -1.718259e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -17184406.000000 Penalty: 3895.781738
	Iteration 12Q: 3 clusters Score -1.718441e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -17185670.000000 Penalty: 3895.781738
	Iteration 13Q: 3 clusters Score -1.718567e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153174 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -17186452.000000 Penalty: 3895.781738
	Iteration 14Q: 3 clusters Score -1.718645e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -17187020.000000 Penalty: 3895.781738
	Iteration 15Q: 3 clusters Score -1.718702e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -17187434.000000 Penalty: 3895.781738
	Iteration 16Q: 3 clusters Score -1.718743e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -17187750.000000 Penalty: 3895.781738
	Iteration 17Q: 3 clusters Score -1.718775e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -17187998.000000 Penalty: 3895.781738
	Iteration 18Q: 3 clusters Score -1.7188e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -17188100.000000 Penalty: 3895.781738
	Iteration 19Q: 3 clusters Score -1.71881e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157232 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -17188188.000000 Penalty: 3895.781738
	Iteration 20F: 3 clusters Score -1.718819e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -17188282.000000 Penalty: 3895.781738
	Iteration 21Q: 3 clusters Score -1.718828e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -17188376.000000 Penalty: 3895.781738
	Iteration 22Q: 3 clusters Score -1.718838e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -17188458.000000 Penalty: 3895.781738
	Iteration 23Q: 3 clusters Score -1.718846e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -17188462.000000 Penalty: 3895.781738
	Iteration 24Q: 3 clusters Score -1.718846e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -17188518.000000 Penalty: 3895.781738
	Iteration 25Q: 3 clusters Score -1.718852e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17188588.000000 Penalty: 3895.781738
	Iteration 26Q: 3 clusters Score -1.718859e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158167 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17188588.000000 Penalty: 3895.781738
	Iteration 27Q: 3 clusters Score -1.718859e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -17188624.000000 Penalty: 3895.781738
	Iteration 28Q: 3 clusters Score -1.718862e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -17188644.000000 Penalty: 3895.781738
	Iteration 29Q: 3 clusters Score -1.718864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17188676.000000 Penalty: 3895.781738
	Iteration 30Q: 3 clusters Score -1.718868e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -17188704.000000 Penalty: 3895.781738
	Iteration 31Q: 3 clusters Score -1.71887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158362 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -17188702.000000 Penalty: 3895.781738
	Iteration 32Q: 3 clusters Score -1.71887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17188718.000000 Penalty: 3895.781738
	Iteration 33Q: 3 clusters Score -1.718872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -17188716.000000 Penalty: 3895.781738
	Iteration 34Q: 3 clusters Score -1.718872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158459 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17188736.000000 Penalty: 3895.781738
	Iteration 35Q: 3 clusters Score -1.718874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -17188706.000000 Penalty: 3895.781738
	Iteration 36Q: 3 clusters Score -1.718871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -17188702.000000 Penalty: 3895.781738
	Iteration 37Q: 3 clusters Score -1.71887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158527 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17188684.000000 Penalty: 3895.781738
	Iteration 38Q: 3 clusters Score -1.718868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -17188698.000000 Penalty: 3895.781738
	Iteration 39Q: 3 clusters Score -1.71887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158553 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17188690.000000 Penalty: 3895.781738
	Iteration 40F: 3 clusters Score -1.718869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -17188712.000000 Penalty: 3895.781738
	Iteration 41Q: 3 clusters Score -1.718871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -17188724.000000 Penalty: 3895.781738
	Iteration 42Q: 3 clusters Score -1.718872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -17188738.000000 Penalty: 3895.781738
	Iteration 43Q: 3 clusters Score -1.718874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -17188722.000000 Penalty: 3895.781738
	Iteration 44Q: 3 clusters Score -1.718872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17188742.000000 Penalty: 3895.781738
	Iteration 45Q: 3 clusters Score -1.718874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17188744.000000 Penalty: 3895.781738
	Iteration 46Q: 3 clusters Score -1.718874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17188750.000000 Penalty: 3895.781738
	Iteration 47Q: 3 clusters Score -1.718875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158620 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17188760.000000 Penalty: 3895.781738
	Iteration 48Q: 3 clusters Score -1.718876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -17188752.000000 Penalty: 3895.781738
	Iteration 49Q: 3 clusters Score -1.718875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158628 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17188766.000000 Penalty: 3895.781738
	Iteration 50Q: 3 clusters Score -1.718877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17188770.000000 Penalty: 3895.781738
	Iteration 51Q: 3 clusters Score -1.718877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17188766.000000 Penalty: 3895.781738
	Iteration 52Q: 3 clusters Score -1.718877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -17188774.000000 Penalty: 3895.781738
	Iteration 53Q: 3 clusters Score -1.718877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17188778.000000 Penalty: 3895.781738
	Iteration 54Q: 3 clusters Score -1.718878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -17188776.000000 Penalty: 3895.781738
	Iteration 55Q: 3 clusters Score -1.718878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -17188774.000000 Penalty: 3895.781738
	Iteration 56Q: 3 clusters Score -1.718877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -17188768.000000 Penalty: 3895.781738
	Iteration 57Q: 3 clusters Score -1.718877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158646 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17188770.000000 Penalty: 3895.781738
	Iteration 58Q: 3 clusters Score -1.718877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -17188774.000000 Penalty: 3895.781738
	Iteration 59Q: 3 clusters Score -1.718877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17188782.000000 Penalty: 3895.781738
	Iteration 60F: 3 clusters Score -1.718878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158659 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17188774.000000 Penalty: 3895.781738
	Iteration 61Q: 3 clusters Score -1.718877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17188776.000000 Penalty: 3895.781738
	Iteration 62Q: 3 clusters Score -1.718878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17188778.000000 Penalty: 3895.781738
	Iteration 63Q: 3 clusters Score -1.718878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17188778.000000 Penalty: 3895.781738
	Iteration 64Q: 3 clusters Score -1.718878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17188778.000000 Penalty: 3895.781738
	Iteration 65F: 3 clusters Score -1.718878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 139940 members 
Mstep: Class 3 contains 20664 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 11 contains 58463 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 21390 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 156421 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 160656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480272.000000 Penalty: 44211.253906
Iteration 359Q: 21 clusters Score -8.448027e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 142670 members 
Mstep: Class 3 contains 20523 members 
Mstep: Class 4 contains 6075 members 
Mstep: Class 5 contains 11014 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 171238 members 
Mstep: Class 11 contains 58427 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 21386 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 156421 members 
Mstep: Class 21 contains 4104 members 
Mstep: Class 22 contains 160523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480360.000000 Penalty: 44211.253906
Iteration 360F: 21 clusters Score -8.448036e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 145360 members 
Mstep: Class 3 contains 20331 members 
Mstep: Class 4 contains 6076 members 
Mstep: Class 5 contains 11006 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 10 contains 169301 members 
Mstep: Class 11 contains 58389 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21364 members 
Mstep: Class 14 contains 10588 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 156194 members 
Mstep: Class 21 contains 4088 members 
Mstep: Class 22 contains 160335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480816.000000 Penalty: 44211.253906
Iteration 361Q: 21 clusters Score -8.448082e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 148126 members 
Mstep: Class 3 contains 20179 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 16052 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12647 members 
Mstep: Class 10 contains 167447 members 
Mstep: Class 11 contains 58339 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21354 members 
Mstep: Class 14 contains 10537 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 155620 members 
Mstep: Class 21 contains 4083 members 
Mstep: Class 22 contains 160275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481416.000000 Penalty: 44211.253906
Iteration 362Q: 21 clusters Score -8.448142e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 150857 members 
Mstep: Class 3 contains 20020 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 10991 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 16056 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12635 members 
Mstep: Class 10 contains 165747 members 
Mstep: Class 11 contains 58285 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21342 members 
Mstep: Class 14 contains 10487 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 154823 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 160330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481408.000000 Penalty: 44211.253906
Iteration 363Q: 21 clusters Score -8.448141e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 153629 members 
Mstep: Class 3 contains 19890 members 
Mstep: Class 4 contains 6078 members 
Mstep: Class 5 contains 10985 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 16060 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 163938 members 
Mstep: Class 11 contains 58228 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21347 members 
Mstep: Class 14 contains 10470 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 153920 members 
Mstep: Class 21 contains 4086 members 
Mstep: Class 22 contains 160477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 44211.253906
Iteration 364Q: 21 clusters Score -8.448122e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 19757 members 
Mstep: Class 4 contains 6079 members 
Mstep: Class 5 contains 10977 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 162198 members 
Mstep: Class 11 contains 58161 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 21335 members 
Mstep: Class 14 contains 10472 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 152832 members 
Mstep: Class 21 contains 4085 members 
Mstep: Class 22 contains 160713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 365Q: 21 clusters Score -8.448113e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 159197 members 
Mstep: Class 3 contains 19667 members 
Mstep: Class 4 contains 6079 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12627 members 
Mstep: Class 10 contains 160608 members 
Mstep: Class 11 contains 58095 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 10468 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 151515 members 
Mstep: Class 21 contains 4098 members 
Mstep: Class 22 contains 161001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480784.000000 Penalty: 44211.253906
Iteration 366Q: 21 clusters Score -8.448078e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 161855 members 
Mstep: Class 3 contains 19598 members 
Mstep: Class 4 contains 6079 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 16068 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12631 members 
Mstep: Class 10 contains 159200 members 
Mstep: Class 11 contains 58029 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21327 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 150008 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 161348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480960.000000 Penalty: 44211.253906
Iteration 367Q: 21 clusters Score -8.448096e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 164412 members 
Mstep: Class 3 contains 19537 members 
Mstep: Class 4 contains 6078 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 10 contains 158176 members 
Mstep: Class 11 contains 57957 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21338 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 148170 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 161732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480392.000000 Penalty: 44211.253906
Iteration 368Q: 21 clusters Score -8.448039e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 166727 members 
Mstep: Class 3 contains 19507 members 
Mstep: Class 4 contains 6076 members 
Mstep: Class 5 contains 10969 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 16077 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 157552 members 
Mstep: Class 11 contains 57877 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 21351 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 146019 members 
Mstep: Class 21 contains 4139 members 
Mstep: Class 22 contains 162217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479880.000000 Penalty: 44211.253906
Iteration 369Q: 21 clusters Score -8.447988e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 168838 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 6075 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 157313 members 
Mstep: Class 11 contains 57840 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 21360 members 
Mstep: Class 14 contains 10594 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 143649 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 162629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479432.000000 Penalty: 44211.253906
Iteration 370Q: 21 clusters Score -8.447943e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 170783 members 
Mstep: Class 3 contains 19541 members 
Mstep: Class 4 contains 6075 members 
Mstep: Class 5 contains 10988 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 10 contains 157388 members 
Mstep: Class 11 contains 57850 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 10657 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 141170 members 
Mstep: Class 21 contains 4176 members 
Mstep: Class 22 contains 162905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478752.000000 Penalty: 44211.253906
Iteration 371Q: 21 clusters Score -8.447875e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 172694 members 
Mstep: Class 3 contains 19592 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 16091 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 157832 members 
Mstep: Class 11 contains 57848 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 21383 members 
Mstep: Class 14 contains 10731 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 138433 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 163125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477936.000000 Penalty: 44211.253906
Iteration 372Q: 21 clusters Score -8.447794e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 174579 members 
Mstep: Class 3 contains 19676 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 10998 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 16097 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 158591 members 
Mstep: Class 11 contains 57849 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 21412 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 135290 members 
Mstep: Class 21 contains 4218 members 
Mstep: Class 22 contains 163398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477080.000000 Penalty: 44211.253906
Iteration 373Q: 21 clusters Score -8.447708e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 176678 members 
Mstep: Class 3 contains 19814 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 16110 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 159551 members 
Mstep: Class 11 contains 57838 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21433 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 131668 members 
Mstep: Class 21 contains 4248 members 
Mstep: Class 22 contains 163651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475920.000000 Penalty: 44211.253906
Iteration 374Q: 21 clusters Score -8.447592e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 178903 members 
Mstep: Class 3 contains 19981 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 11020 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 160810 members 
Mstep: Class 11 contains 57836 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 21454 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 127649 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 163813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475144.000000 Penalty: 44211.253906
Iteration 375Q: 21 clusters Score -8.447514e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 181209 members 
Mstep: Class 3 contains 20175 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 11007 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 162201 members 
Mstep: Class 11 contains 57839 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 21480 members 
Mstep: Class 14 contains 11135 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 123457 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 163926 members 
Entering Unmasked Estep 
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Iteration 376Q: 21 clusters Score -8.44743e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 183264 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 10992 members 
Mstep: Class 6 contains 3059 members 
Mstep: Class 7 contains 16113 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 10 contains 163731 members 
Mstep: Class 11 contains 57862 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 21512 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 119247 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 164087 members 
Entering Unmasked Estep 
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Iteration 377Q: 21 clusters Score -8.447298e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 184987 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 6066 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 16111 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12637 members 
Mstep: Class 10 contains 165502 members 
Mstep: Class 11 contains 57886 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 21543 members 
Mstep: Class 14 contains 11388 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 115130 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 164191 members 
Entering Unmasked Estep 
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Iteration 378Q: 21 clusters Score -8.447224e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 186482 members 
Mstep: Class 3 contains 21027 members 
Mstep: Class 4 contains 6065 members 
Mstep: Class 5 contains 10988 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12645 members 
Mstep: Class 10 contains 167440 members 
Mstep: Class 11 contains 57914 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 21571 members 
Mstep: Class 14 contains 11559 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 111037 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 164299 members 
Entering Unmasked Estep 
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Iteration 379Q: 21 clusters Score -8.447148e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 187558 members 
Mstep: Class 3 contains 21318 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 10981 members 
Mstep: Class 6 contains 3000 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12662 members 
Mstep: Class 10 contains 169514 members 
Mstep: Class 11 contains 57945 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 11752 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 107211 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 164427 members 
Entering Unmasked Estep 
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Score: -84471216.000000 Penalty: 44211.253906
Iteration 380F: 21 clusters Score -8.447122e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 189393 members 
Mstep: Class 3 contains 21589 members 
Mstep: Class 4 contains 6072 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 16111 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12663 members 
Mstep: Class 10 contains 171619 members 
Mstep: Class 11 contains 57947 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 11954 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 102632 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 164579 members 
Entering Unmasked Estep 
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Iteration 381Q: 21 clusters Score -8.447036e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 191193 members 
Mstep: Class 3 contains 21874 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 10 contains 173814 members 
Mstep: Class 11 contains 57929 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 21579 members 
Mstep: Class 14 contains 12111 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 98223 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 164585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469496.000000 Penalty: 44211.253906
Iteration 382Q: 21 clusters Score -8.44695e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 192762 members 
Mstep: Class 3 contains 22159 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 16110 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12651 members 
Mstep: Class 10 contains 176084 members 
Mstep: Class 11 contains 57910 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 21592 members 
Mstep: Class 14 contains 12277 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 94065 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 164473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468720.000000 Penalty: 44211.253906
Iteration 383Q: 21 clusters Score -8.446872e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 194132 members 
Mstep: Class 3 contains 22446 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 10972 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12663 members 
Mstep: Class 10 contains 178287 members 
Mstep: Class 11 contains 57909 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 21615 members 
Mstep: Class 14 contains 12462 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 90180 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 164299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468048.000000 Penalty: 44211.253906
Iteration 384Q: 21 clusters Score -8.446805e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 195093 members 
Mstep: Class 3 contains 22755 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 10987 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12677 members 
Mstep: Class 10 contains 180588 members 
Mstep: Class 11 contains 57867 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 21618 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 86655 members 
Mstep: Class 21 contains 4560 members 
Mstep: Class 22 contains 164093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467520.000000 Penalty: 44211.253906
Iteration 385Q: 21 clusters Score -8.446752e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 195697 members 
Mstep: Class 3 contains 23037 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 10994 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 16135 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 182922 members 
Mstep: Class 11 contains 57826 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 21616 members 
Mstep: Class 14 contains 12889 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 83446 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 163890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466608.000000 Penalty: 44211.253906
Iteration 386Q: 21 clusters Score -8.446661e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 196276 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 10990 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12693 members 
Mstep: Class 10 contains 185068 members 
Mstep: Class 11 contains 57769 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 21617 members 
Mstep: Class 14 contains 13123 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 80445 members 
Mstep: Class 21 contains 4597 members 
Mstep: Class 22 contains 163753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466232.000000 Penalty: 44211.253906
Iteration 387Q: 21 clusters Score -8.446623e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 196536 members 
Mstep: Class 3 contains 23541 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 10985 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 10 contains 187137 members 
Mstep: Class 11 contains 57737 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 21615 members 
Mstep: Class 14 contains 13350 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 77737 members 
Mstep: Class 21 contains 4595 members 
Mstep: Class 22 contains 163742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465776.000000 Penalty: 44211.253906
Iteration 388Q: 21 clusters Score -8.446578e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 196660 members 
Mstep: Class 3 contains 23768 members 
Mstep: Class 4 contains 6100 members 
Mstep: Class 5 contains 10978 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 16162 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12705 members 
Mstep: Class 10 contains 189047 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21620 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 75275 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 163795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465040.000000 Penalty: 44211.253906
Iteration 389Q: 21 clusters Score -8.446504e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 196709 members 
Mstep: Class 3 contains 23989 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 16175 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12719 members 
Mstep: Class 10 contains 190813 members 
Mstep: Class 11 contains 57662 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 21633 members 
Mstep: Class 14 contains 13808 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 72997 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 163867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464904.000000 Penalty: 44211.253906
Iteration 390Q: 21 clusters Score -8.44649e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 196627 members 
Mstep: Class 3 contains 24197 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 10968 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 16187 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 192490 members 
Mstep: Class 11 contains 57630 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 14015 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 163959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464792.000000 Penalty: 44211.253906
Iteration 391Q: 21 clusters Score -8.446479e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 196420 members 
Mstep: Class 3 contains 24394 members 
Mstep: Class 4 contains 6098 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 16208 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12748 members 
Mstep: Class 10 contains 194014 members 
Mstep: Class 11 contains 57596 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 14235 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 69071 members 
Mstep: Class 21 contains 4649 members 
Mstep: Class 22 contains 164095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464528.000000 Penalty: 44211.253906
Iteration 392Q: 21 clusters Score -8.446453e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 196189 members 
Mstep: Class 3 contains 24591 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12754 members 
Mstep: Class 10 contains 195474 members 
Mstep: Class 11 contains 57564 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 67300 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 164236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464600.000000 Penalty: 44211.253906
Iteration 393Q: 21 clusters Score -8.44646e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 195847 members 
Mstep: Class 3 contains 24806 members 
Mstep: Class 4 contains 6095 members 
Mstep: Class 5 contains 10967 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12764 members 
Mstep: Class 10 contains 196877 members 
Mstep: Class 11 contains 57542 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 21679 members 
Mstep: Class 14 contains 14682 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 65659 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 164391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464624.000000 Penalty: 44211.253906
Iteration 394Q: 21 clusters Score -8.446462e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 195570 members 
Mstep: Class 3 contains 25028 members 
Mstep: Class 4 contains 6094 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 16224 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 10 contains 198187 members 
Mstep: Class 11 contains 57527 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 21690 members 
Mstep: Class 14 contains 14882 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 64052 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 164539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464736.000000 Penalty: 44211.253906
Iteration 395Q: 21 clusters Score -8.446474e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 195125 members 
Mstep: Class 3 contains 25257 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12764 members 
Mstep: Class 10 contains 199441 members 
Mstep: Class 11 contains 57532 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 62600 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 164724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464568.000000 Penalty: 44211.253906
Iteration 396Q: 21 clusters Score -8.446457e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 194811 members 
Mstep: Class 3 contains 25462 members 
Mstep: Class 4 contains 6100 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12763 members 
Mstep: Class 10 contains 200590 members 
Mstep: Class 11 contains 57524 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 21715 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3581 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 61141 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 164927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464624.000000 Penalty: 44211.253906
Iteration 397Q: 21 clusters Score -8.446462e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 194500 members 
Mstep: Class 3 contains 25645 members 
Mstep: Class 4 contains 6098 members 
Mstep: Class 5 contains 10962 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 201690 members 
Mstep: Class 11 contains 57533 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 21720 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 59744 members 
Mstep: Class 21 contains 4763 members 
Mstep: Class 22 contains 165129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464888.000000 Penalty: 44211.253906
Iteration 398Q: 21 clusters Score -8.446489e+07 nChanged 4041
Entering ConstructFrom: 
Score: -84464888.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -594143.750000 Penalty: 1406.018677
	Iteration 0F: 2 clusters Score -594143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -589750.750000 Penalty: 2812.037354
	Iteration 0F: 3 clusters Score -589750.8 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -590970.812500 Penalty: 2812.037354
	Iteration 1F: 3 clusters Score -590970.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -591222.750000 Penalty: 2812.037354
	Iteration 2F: 3 clusters Score -591222.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -591420.250000 Penalty: 2812.037354
	Iteration 3F: 3 clusters Score -591420.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -591611.312500 Penalty: 2812.037354
	Iteration 4F: 3 clusters Score -591611.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -591777.750000 Penalty: 2812.037354
	Iteration 5Q: 3 clusters Score -591777.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -591962.562500 Penalty: 2812.037354
	Iteration 6Q: 3 clusters Score -591962.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -592144.062500 Penalty: 2812.037354
	Iteration 7Q: 3 clusters Score -592144.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -592287.250000 Penalty: 2812.037354
	Iteration 8Q: 3 clusters Score -592287.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -592404.500000 Penalty: 2812.037354
	Iteration 9Q: 3 clusters Score -592404.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -592517.687500 Penalty: 2812.037354
	Iteration 10Q: 3 clusters Score -592517.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -592614.062500 Penalty: 2812.037354
	Iteration 11Q: 3 clusters Score -592614.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -592692.625000 Penalty: 2812.037354
	Iteration 12Q: 3 clusters Score -592692.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -592793.562500 Penalty: 2812.037354
	Iteration 13Q: 3 clusters Score -592793.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -592880.187500 Penalty: 2812.037354
	Iteration 14Q: 3 clusters Score -592880.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -592959.375000 Penalty: 2812.037354
	Iteration 15Q: 3 clusters Score -592959.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -593010.187500 Penalty: 2812.037354
	Iteration 16Q: 3 clusters Score -593010.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -593057.125000 Penalty: 2812.037354
	Iteration 17Q: 3 clusters Score -593057.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -593088.250000 Penalty: 2812.037354
	Iteration 18Q: 3 clusters Score -593088.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -593109.437500 Penalty: 2812.037354
	Iteration 19Q: 3 clusters Score -593109.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -593124.375000 Penalty: 2812.037354
	Iteration 20F: 3 clusters Score -593124.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -593131.625000 Penalty: 2812.037354
	Iteration 21Q: 3 clusters Score -593131.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -593134.875000 Penalty: 2812.037354
	Iteration 22Q: 3 clusters Score -593134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -593138.125000 Penalty: 2812.037354
	Iteration 23Q: 3 clusters Score -593138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -593141.375000 Penalty: 2812.037354
	Iteration 24Q: 3 clusters Score -593141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -593145.937500 Penalty: 2812.037354
	Iteration 25Q: 3 clusters Score -593145.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -593149.937500 Penalty: 2812.037354
	Iteration 26Q: 3 clusters Score -593149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -593149.750000 Penalty: 2812.037354
	Iteration 27Q: 3 clusters Score -593149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -593156.687500 Penalty: 2812.037354
	Iteration 28Q: 3 clusters Score -593156.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -593159.312500 Penalty: 2812.037354
	Iteration 29Q: 3 clusters Score -593159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -593161.562500 Penalty: 2812.037354
	Iteration 30Q: 3 clusters Score -593161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -593162.062500 Penalty: 2812.037354
	Iteration 31Q: 3 clusters Score -593162.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -593163.250000 Penalty: 2812.037354
	Iteration 32Q: 3 clusters Score -593163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -593163.250000 Penalty: 2812.037354
	Iteration 33F: 3 clusters Score -593163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (194000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194000 members 
Entering Unmasked Estep 
Score: -20770430.000000 Penalty: 1978.537231
	Iteration 0F: 2 clusters Score -2.077043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -20652608.000000 Penalty: 3957.074463
	Iteration 0F: 3 clusters Score -2.065261e+07 nChanged 94365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -20709154.000000 Penalty: 3957.074463
	Iteration 1F: 3 clusters Score -2.070915e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -20711686.000000 Penalty: 3957.074463
	Iteration 2Q: 3 clusters Score -2.071169e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -20716856.000000 Penalty: 3957.074463
	Iteration 3F: 3 clusters Score -2.071686e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -20725924.000000 Penalty: 3957.074463
	Iteration 4F: 3 clusters Score -2.072592e+07 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -20738804.000000 Penalty: 3957.074463
	Iteration 5F: 3 clusters Score -2.07388e+07 nChanged 16346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 166979 members 
Entering Unmasked Estep 
Score: -20750134.000000 Penalty: 3957.074463
	Iteration 6F: 3 clusters Score -2.075013e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -20759360.000000 Penalty: 3957.074463
	Iteration 7F: 3 clusters Score -2.075936e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 186903 members 
Entering Unmasked Estep 
Score: -20763996.000000 Penalty: 3957.074463
	Iteration 8Q: 3 clusters Score -2.0764e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -20766484.000000 Penalty: 3957.074463
	Iteration 9Q: 3 clusters Score -2.076648e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 192233 members 
Entering Unmasked Estep 
Score: -20767580.000000 Penalty: 3957.074463
	Iteration 10Q: 3 clusters Score -2.076758e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 192960 members 
Entering Unmasked Estep 
Score: -20768132.000000 Penalty: 3957.074463
	Iteration 11Q: 3 clusters Score -2.076813e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 193275 members 
Entering Unmasked Estep 
Score: -20768324.000000 Penalty: 3957.074463
	Iteration 12Q: 3 clusters Score -2.076832e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 193419 members 
Entering Unmasked Estep 
Score: -20768422.000000 Penalty: 3957.074463
	Iteration 13Q: 3 clusters Score -2.076842e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -20768482.000000 Penalty: 3957.074463
	Iteration 14Q: 3 clusters Score -2.076848e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 193552 members 
Entering Unmasked Estep 
Score: -20768536.000000 Penalty: 3957.074463
	Iteration 15Q: 3 clusters Score -2.076854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -20768552.000000 Penalty: 3957.074463
	Iteration 16Q: 3 clusters Score -2.076855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 193595 members 
Entering Unmasked Estep 
Score: -20768582.000000 Penalty: 3957.074463
	Iteration 17Q: 3 clusters Score -2.076858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -20768614.000000 Penalty: 3957.074463
	Iteration 18Q: 3 clusters Score -2.076861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 193624 members 
Entering Unmasked Estep 
Score: -20768624.000000 Penalty: 3957.074463
	Iteration 19Q: 3 clusters Score -2.076862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -20768640.000000 Penalty: 3957.074463
	Iteration 20F: 3 clusters Score -2.076864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -20768664.000000 Penalty: 3957.074463
	Iteration 21Q: 3 clusters Score -2.076866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193651 members 
Entering Unmasked Estep 
Score: -20768660.000000 Penalty: 3957.074463
	Iteration 22Q: 3 clusters Score -2.076866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -20768692.000000 Penalty: 3957.074463
	Iteration 23Q: 3 clusters Score -2.076869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193664 members 
Entering Unmasked Estep 
Score: -20768706.000000 Penalty: 3957.074463
	Iteration 24Q: 3 clusters Score -2.076871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193665 members 
Entering Unmasked Estep 
Score: -20768702.000000 Penalty: 3957.074463
	Iteration 25Q: 3 clusters Score -2.07687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 193667 members 
Entering Unmasked Estep 
Score: -20768700.000000 Penalty: 3957.074463
	Iteration 26Q: 3 clusters Score -2.07687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 193668 members 
Entering Unmasked Estep 
Score: -20768710.000000 Penalty: 3957.074463
	Iteration 27Q: 3 clusters Score -2.076871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193673 members 
Entering Unmasked Estep 
Score: -20768716.000000 Penalty: 3957.074463
	Iteration 28Q: 3 clusters Score -2.076872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 193679 members 
Entering Unmasked Estep 
Score: -20768728.000000 Penalty: 3957.074463
	Iteration 29Q: 3 clusters Score -2.076873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193685 members 
Entering Unmasked Estep 
Score: -20768736.000000 Penalty: 3957.074463
	Iteration 30Q: 3 clusters Score -2.076874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193687 members 
Entering Unmasked Estep 
Score: -20768734.000000 Penalty: 3957.074463
	Iteration 31Q: 3 clusters Score -2.076873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193687 members 
Entering Unmasked Estep 
Score: -20768734.000000 Penalty: 3957.074463
	Iteration 32F: 3 clusters Score -2.076873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Entering Unmasked Estep 
Score: -2802606.750000 Penalty: 1650.878662
	Iteration 0F: 2 clusters Score -2802607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2785254.250000 Penalty: 3301.757324
	Iteration 0F: 3 clusters Score -2785254 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2791778.500000 Penalty: 3301.757324
	Iteration 1F: 3 clusters Score -2791778 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2792306.000000 Penalty: 3301.757324
	Iteration 2F: 3 clusters Score -2792306 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2792923.250000 Penalty: 3301.757324
	Iteration 3F: 3 clusters Score -2792923 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2793853.500000 Penalty: 3301.757324
	Iteration 4F: 3 clusters Score -2793854 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2795178.250000 Penalty: 3301.757324
	Iteration 5F: 3 clusters Score -2795178 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2796860.750000 Penalty: 3301.757324
	Iteration 6F: 3 clusters Score -2796861 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2798493.500000 Penalty: 3301.757324
	Iteration 7F: 3 clusters Score -2798494 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2799740.000000 Penalty: 3301.757324
	Iteration 8F: 3 clusters Score -2799740 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2800483.250000 Penalty: 3301.757324
	Iteration 9Q: 3 clusters Score -2800483 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2800872.500000 Penalty: 3301.757324
	Iteration 10Q: 3 clusters Score -2800872 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2801077.750000 Penalty: 3301.757324
	Iteration 11Q: 3 clusters Score -2801078 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2801192.750000 Penalty: 3301.757324
	Iteration 12Q: 3 clusters Score -2801193 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2801296.500000 Penalty: 3301.757324
	Iteration 13Q: 3 clusters Score -2801296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2801354.750000 Penalty: 3301.757324
	Iteration 14Q: 3 clusters Score -2801355 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2801405.250000 Penalty: 3301.757324
	Iteration 15Q: 3 clusters Score -2801405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2801458.750000 Penalty: 3301.757324
	Iteration 16Q: 3 clusters Score -2801459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2801510.250000 Penalty: 3301.757324
	Iteration 17Q: 3 clusters Score -2801510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2801560.750000 Penalty: 3301.757324
	Iteration 18Q: 3 clusters Score -2801561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2801602.500000 Penalty: 3301.757324
	Iteration 19Q: 3 clusters Score -2801602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2801641.000000 Penalty: 3301.757324
	Iteration 20F: 3 clusters Score -2801641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2801671.500000 Penalty: 3301.757324
	Iteration 21Q: 3 clusters Score -2801672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2801695.000000 Penalty: 3301.757324
	Iteration 22Q: 3 clusters Score -2801695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2801722.000000 Penalty: 3301.757324
	Iteration 23Q: 3 clusters Score -2801722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2801745.000000 Penalty: 3301.757324
	Iteration 24Q: 3 clusters Score -2801745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2801762.000000 Penalty: 3301.757324
	Iteration 25Q: 3 clusters Score -2801762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2801778.000000 Penalty: 3301.757324
	Iteration 26Q: 3 clusters Score -2801778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2801795.750000 Penalty: 3301.757324
	Iteration 27Q: 3 clusters Score -2801796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2801810.000000 Penalty: 3301.757324
	Iteration 28Q: 3 clusters Score -2801810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2801824.000000 Penalty: 3301.757324
	Iteration 29Q: 3 clusters Score -2801824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2801833.000000 Penalty: 3301.757324
	Iteration 30Q: 3 clusters Score -2801833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2801841.750000 Penalty: 3301.757324
	Iteration 31Q: 3 clusters Score -2801842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2801840.000000 Penalty: 3301.757324
	Iteration 32Q: 3 clusters Score -2801840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2801839.000000 Penalty: 3301.757324
	Iteration 33Q: 3 clusters Score -2801839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2801840.000000 Penalty: 3301.757324
	Iteration 34Q: 3 clusters Score -2801840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2801847.250000 Penalty: 3301.757324
	Iteration 35Q: 3 clusters Score -2801847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2801849.000000 Penalty: 3301.757324
	Iteration 36Q: 3 clusters Score -2801849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2801853.500000 Penalty: 3301.757324
	Iteration 37Q: 3 clusters Score -2801854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2801854.250000 Penalty: 3301.757324
	Iteration 38Q: 3 clusters Score -2801854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2801851.500000 Penalty: 3301.757324
	Iteration 39Q: 3 clusters Score -2801852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2801854.000000 Penalty: 3301.757324
	Iteration 40F: 3 clusters Score -2801854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2801854.000000 Penalty: 3301.757324
	Iteration 41Q: 3 clusters Score -2801854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2801854.000000 Penalty: 3301.757324
	Iteration 42F: 3 clusters Score -2801854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -621282.000000 Penalty: 1416.277222
	Iteration 0F: 2 clusters Score -621282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -616613.312500 Penalty: 2832.554443
	Iteration 0F: 3 clusters Score -616613.3 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -618243.500000 Penalty: 2832.554443
	Iteration 1F: 3 clusters Score -618243.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -619011.562500 Penalty: 2832.554443
	Iteration 2F: 3 clusters Score -619011.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -619661.437500 Penalty: 2832.554443
	Iteration 3F: 3 clusters Score -619661.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -620166.000000 Penalty: 2832.554443
	Iteration 4F: 3 clusters Score -620166 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -620502.812500 Penalty: 2832.554443
	Iteration 5F: 3 clusters Score -620502.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -620722.500000 Penalty: 2832.554443
	Iteration 6Q: 3 clusters Score -620722.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -620857.750000 Penalty: 2832.554443
	Iteration 7Q: 3 clusters Score -620857.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -620934.625000 Penalty: 2832.554443
	Iteration 8Q: 3 clusters Score -620934.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -620979.812500 Penalty: 2832.554443
	Iteration 9Q: 3 clusters Score -620979.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -621010.250000 Penalty: 2832.554443
	Iteration 10Q: 3 clusters Score -621010.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -621034.750000 Penalty: 2832.554443
	Iteration 11Q: 3 clusters Score -621034.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -621059.125000 Penalty: 2832.554443
	Iteration 12Q: 3 clusters Score -621059.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -621078.437500 Penalty: 2832.554443
	Iteration 13Q: 3 clusters Score -621078.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -621091.312500 Penalty: 2832.554443
	Iteration 14Q: 3 clusters Score -621091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -621097.187500 Penalty: 2832.554443
	Iteration 15Q: 3 clusters Score -621097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -621100.812500 Penalty: 2832.554443
	Iteration 16Q: 3 clusters Score -621100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -621103.562500 Penalty: 2832.554443
	Iteration 17Q: 3 clusters Score -621103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -621105.875000 Penalty: 2832.554443
	Iteration 18Q: 3 clusters Score -621105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -621108.687500 Penalty: 2832.554443
	Iteration 19Q: 3 clusters Score -621108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -621110.625000 Penalty: 2832.554443
	Iteration 20F: 3 clusters Score -621110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -621112.750000 Penalty: 2832.554443
	Iteration 21Q: 3 clusters Score -621112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -621112.812500 Penalty: 2832.554443
	Iteration 22Q: 3 clusters Score -621112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -621114.375000 Penalty: 2832.554443
	Iteration 23Q: 3 clusters Score -621114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -621114.687500 Penalty: 2832.554443
	Iteration 24Q: 3 clusters Score -621114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -621114.875000 Penalty: 2832.554443
	Iteration 25Q: 3 clusters Score -621114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -621114.875000 Penalty: 2832.554443
	Iteration 26F: 3 clusters Score -621114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -1145453.625000 Penalty: 1511.665161
	Iteration 0F: 2 clusters Score -1145454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1137651.125000 Penalty: 3023.330322
	Iteration 0F: 3 clusters Score -1137651 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1140324.875000 Penalty: 3023.330322
	Iteration 1F: 3 clusters Score -1140325 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1140650.500000 Penalty: 3023.330322
	Iteration 2F: 3 clusters Score -1140650 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1140931.250000 Penalty: 3023.330322
	Iteration 3F: 3 clusters Score -1140931 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1141211.250000 Penalty: 3023.330322
	Iteration 4Q: 3 clusters Score -1141211 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1141475.125000 Penalty: 3023.330322
	Iteration 5Q: 3 clusters Score -1141475 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1141698.000000 Penalty: 3023.330322
	Iteration 6Q: 3 clusters Score -1141698 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1141918.500000 Penalty: 3023.330322
	Iteration 7Q: 3 clusters Score -1141918 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1142142.125000 Penalty: 3023.330322
	Iteration 8Q: 3 clusters Score -1142142 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1142375.000000 Penalty: 3023.330322
	Iteration 9Q: 3 clusters Score -1142375 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1142580.750000 Penalty: 3023.330322
	Iteration 10Q: 3 clusters Score -1142581 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1142724.500000 Penalty: 3023.330322
	Iteration 11Q: 3 clusters Score -1142724 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1142827.375000 Penalty: 3023.330322
	Iteration 12Q: 3 clusters Score -1142827 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1142899.000000 Penalty: 3023.330322
	Iteration 13Q: 3 clusters Score -1142899 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1142944.000000 Penalty: 3023.330322
	Iteration 14Q: 3 clusters Score -1142944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1142977.250000 Penalty: 3023.330322
	Iteration 15Q: 3 clusters Score -1142977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1143004.750000 Penalty: 3023.330322
	Iteration 16Q: 3 clusters Score -1143005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1143024.500000 Penalty: 3023.330322
	Iteration 17Q: 3 clusters Score -1143024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1143045.875000 Penalty: 3023.330322
	Iteration 18Q: 3 clusters Score -1143046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1143055.750000 Penalty: 3023.330322
	Iteration 19Q: 3 clusters Score -1143056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1143073.375000 Penalty: 3023.330322
	Iteration 20F: 3 clusters Score -1143073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1143082.750000 Penalty: 3023.330322
	Iteration 21Q: 3 clusters Score -1143083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1143095.375000 Penalty: 3023.330322
	Iteration 22Q: 3 clusters Score -1143095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1143097.625000 Penalty: 3023.330322
	Iteration 23Q: 3 clusters Score -1143098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1143107.875000 Penalty: 3023.330322
	Iteration 24Q: 3 clusters Score -1143108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1143110.375000 Penalty: 3023.330322
	Iteration 25Q: 3 clusters Score -1143110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1143117.875000 Penalty: 3023.330322
	Iteration 26Q: 3 clusters Score -1143118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1143122.750000 Penalty: 3023.330322
	Iteration 27Q: 3 clusters Score -1143123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1143132.250000 Penalty: 3023.330322
	Iteration 28Q: 3 clusters Score -1143132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1143132.250000 Penalty: 3023.330322
	Iteration 29Q: 3 clusters Score -1143132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1143143.000000 Penalty: 3023.330322
	Iteration 30Q: 3 clusters Score -1143143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1143143.500000 Penalty: 3023.330322
	Iteration 31Q: 3 clusters Score -1143144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1143146.625000 Penalty: 3023.330322
	Iteration 32Q: 3 clusters Score -1143147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1143151.000000 Penalty: 3023.330322
	Iteration 33Q: 3 clusters Score -1143151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1143155.625000 Penalty: 3023.330322
	Iteration 34Q: 3 clusters Score -1143156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1143161.875000 Penalty: 3023.330322
	Iteration 35Q: 3 clusters Score -1143162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1143163.250000 Penalty: 3023.330322
	Iteration 36Q: 3 clusters Score -1143163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1143164.250000 Penalty: 3023.330322
	Iteration 37Q: 3 clusters Score -1143164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1143171.125000 Penalty: 3023.330322
	Iteration 38Q: 3 clusters Score -1143171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1143172.375000 Penalty: 3023.330322
	Iteration 39Q: 3 clusters Score -1143172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1143176.875000 Penalty: 3023.330322
	Iteration 40F: 3 clusters Score -1143177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1143179.000000 Penalty: 3023.330322
	Iteration 41Q: 3 clusters Score -1143179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1143184.625000 Penalty: 3023.330322
	Iteration 42Q: 3 clusters Score -1143185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1143187.625000 Penalty: 3023.330322
	Iteration 43Q: 3 clusters Score -1143188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1143192.625000 Penalty: 3023.330322
	Iteration 44Q: 3 clusters Score -1143193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1143194.250000 Penalty: 3023.330322
	Iteration 45Q: 3 clusters Score -1143194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1143199.875000 Penalty: 3023.330322
	Iteration 46Q: 3 clusters Score -1143200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1143199.625000 Penalty: 3023.330322
	Iteration 47Q: 3 clusters Score -1143200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1143202.750000 Penalty: 3023.330322
	Iteration 48Q: 3 clusters Score -1143203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1143207.500000 Penalty: 3023.330322
	Iteration 49Q: 3 clusters Score -1143208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1143211.000000 Penalty: 3023.330322
	Iteration 50Q: 3 clusters Score -1143211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1143211.250000 Penalty: 3023.330322
	Iteration 51Q: 3 clusters Score -1143211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1143215.875000 Penalty: 3023.330322
	Iteration 52Q: 3 clusters Score -1143216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1143221.250000 Penalty: 3023.330322
	Iteration 53Q: 3 clusters Score -1143221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1143223.750000 Penalty: 3023.330322
	Iteration 54Q: 3 clusters Score -1143224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1143227.875000 Penalty: 3023.330322
	Iteration 55Q: 3 clusters Score -1143228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1143228.125000 Penalty: 3023.330322
	Iteration 56Q: 3 clusters Score -1143228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1143230.125000 Penalty: 3023.330322
	Iteration 57Q: 3 clusters Score -1143230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1143236.250000 Penalty: 3023.330322
	Iteration 58Q: 3 clusters Score -1143236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1143237.875000 Penalty: 3023.330322
	Iteration 59Q: 3 clusters Score -1143238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1143239.000000 Penalty: 3023.330322
	Iteration 60F: 3 clusters Score -1143239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1143240.750000 Penalty: 3023.330322
	Iteration 61Q: 3 clusters Score -1143241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1143241.875000 Penalty: 3023.330322
	Iteration 62Q: 3 clusters Score -1143242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1143243.750000 Penalty: 3023.330322
	Iteration 63Q: 3 clusters Score -1143244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1143244.750000 Penalty: 3023.330322
	Iteration 64Q: 3 clusters Score -1143245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1143243.875000 Penalty: 3023.330322
	Iteration 65Q: 3 clusters Score -1143244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1143246.000000 Penalty: 3023.330322
	Iteration 66Q: 3 clusters Score -1143246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1143245.375000 Penalty: 3023.330322
	Iteration 67Q: 3 clusters Score -1143245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1143246.125000 Penalty: 3023.330322
	Iteration 68Q: 3 clusters Score -1143246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1143247.750000 Penalty: 3023.330322
	Iteration 69Q: 3 clusters Score -1143248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1143248.250000 Penalty: 3023.330322
	Iteration 70Q: 3 clusters Score -1143248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1143248.250000 Penalty: 3023.330322
	Iteration 71Q: 3 clusters Score -1143248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1143253.000000 Penalty: 3023.330322
	Iteration 72Q: 3 clusters Score -1143253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1143253.750000 Penalty: 3023.330322
	Iteration 73Q: 3 clusters Score -1143254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1143256.625000 Penalty: 3023.330322
	Iteration 74Q: 3 clusters Score -1143257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1143257.125000 Penalty: 3023.330322
	Iteration 75Q: 3 clusters Score -1143257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1143260.375000 Penalty: 3023.330322
	Iteration 76Q: 3 clusters Score -1143260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1143259.625000 Penalty: 3023.330322
	Iteration 77Q: 3 clusters Score -1143260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1143260.875000 Penalty: 3023.330322
	Iteration 78Q: 3 clusters Score -1143261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1143263.500000 Penalty: 3023.330322
	Iteration 79Q: 3 clusters Score -1143264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1143266.375000 Penalty: 3023.330322
	Iteration 80F: 3 clusters Score -1143266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1143269.000000 Penalty: 3023.330322
	Iteration 81Q: 3 clusters Score -1143269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1143272.250000 Penalty: 3023.330322
	Iteration 82Q: 3 clusters Score -1143272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1143280.125000 Penalty: 3023.330322
	Iteration 83Q: 3 clusters Score -1143280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1143279.875000 Penalty: 3023.330322
	Iteration 84Q: 3 clusters Score -1143280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1143283.875000 Penalty: 3023.330322
	Iteration 85Q: 3 clusters Score -1143284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1143291.500000 Penalty: 3023.330322
	Iteration 86Q: 3 clusters Score -1143292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1143297.125000 Penalty: 3023.330322
	Iteration 87Q: 3 clusters Score -1143297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1143308.375000 Penalty: 3023.330322
	Iteration 88Q: 3 clusters Score -1143308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1143312.125000 Penalty: 3023.330322
	Iteration 89Q: 3 clusters Score -1143312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1143330.125000 Penalty: 3023.330322
	Iteration 90Q: 3 clusters Score -1143330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1143341.875000 Penalty: 3023.330322
	Iteration 91Q: 3 clusters Score -1143342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1143358.375000 Penalty: 3023.330322
	Iteration 92Q: 3 clusters Score -1143358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1143380.250000 Penalty: 3023.330322
	Iteration 93Q: 3 clusters Score -1143380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1143409.000000 Penalty: 3023.330322
	Iteration 94Q: 3 clusters Score -1143409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1143432.750000 Penalty: 3023.330322
	Iteration 95Q: 3 clusters Score -1143433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1143464.500000 Penalty: 3023.330322
	Iteration 96Q: 3 clusters Score -1143464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1143515.000000 Penalty: 3023.330322
	Iteration 97Q: 3 clusters Score -1143515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1143560.625000 Penalty: 3023.330322
	Iteration 98Q: 3 clusters Score -1143561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1143602.375000 Penalty: 3023.330322
	Iteration 99Q: 3 clusters Score -1143602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1143649.125000 Penalty: 3023.330322
	Iteration 100F: 3 clusters Score -1143649 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1143691.875000 Penalty: 3023.330322
	Iteration 101Q: 3 clusters Score -1143692 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1143732.000000 Penalty: 3023.330322
	Iteration 102Q: 3 clusters Score -1143732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1143771.500000 Penalty: 3023.330322
	Iteration 103Q: 3 clusters Score -1143772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1143799.500000 Penalty: 3023.330322
	Iteration 104Q: 3 clusters Score -1143800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1143823.250000 Penalty: 3023.330322
	Iteration 105Q: 3 clusters Score -1143823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1143842.875000 Penalty: 3023.330322
	Iteration 106Q: 3 clusters Score -1143843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1143864.000000 Penalty: 3023.330322
	Iteration 107Q: 3 clusters Score -1143864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1143881.250000 Penalty: 3023.330322
	Iteration 108Q: 3 clusters Score -1143881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1143892.625000 Penalty: 3023.330322
	Iteration 109Q: 3 clusters Score -1143893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1143911.750000 Penalty: 3023.330322
	Iteration 110Q: 3 clusters Score -1143912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1143935.375000 Penalty: 3023.330322
	Iteration 111Q: 3 clusters Score -1143935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1143952.125000 Penalty: 3023.330322
	Iteration 112Q: 3 clusters Score -1143952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1143961.375000 Penalty: 3023.330322
	Iteration 113Q: 3 clusters Score -1143961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1143982.750000 Penalty: 3023.330322
	Iteration 114Q: 3 clusters Score -1143983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1143993.750000 Penalty: 3023.330322
	Iteration 115Q: 3 clusters Score -1143994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1144005.125000 Penalty: 3023.330322
	Iteration 116Q: 3 clusters Score -1144005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1144022.250000 Penalty: 3023.330322
	Iteration 117Q: 3 clusters Score -1144022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1144031.625000 Penalty: 3023.330322
	Iteration 118Q: 3 clusters Score -1144032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1144036.375000 Penalty: 3023.330322
	Iteration 119Q: 3 clusters Score -1144036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1144041.125000 Penalty: 3023.330322
	Iteration 120F: 3 clusters Score -1144041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1144042.500000 Penalty: 3023.330322
	Iteration 121Q: 3 clusters Score -1144042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1144045.750000 Penalty: 3023.330322
	Iteration 122Q: 3 clusters Score -1144046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1144049.125000 Penalty: 3023.330322
	Iteration 123Q: 3 clusters Score -1144049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1144057.125000 Penalty: 3023.330322
	Iteration 124Q: 3 clusters Score -1144057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1144063.000000 Penalty: 3023.330322
	Iteration 125Q: 3 clusters Score -1144063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1144068.125000 Penalty: 3023.330322
	Iteration 126Q: 3 clusters Score -1144068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1144069.625000 Penalty: 3023.330322
	Iteration 127Q: 3 clusters Score -1144070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1144074.250000 Penalty: 3023.330322
	Iteration 128Q: 3 clusters Score -1144074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1144082.875000 Penalty: 3023.330322
	Iteration 129Q: 3 clusters Score -1144083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1144084.625000 Penalty: 3023.330322
	Iteration 130Q: 3 clusters Score -1144085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1144093.625000 Penalty: 3023.330322
	Iteration 131Q: 3 clusters Score -1144094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1144099.875000 Penalty: 3023.330322
	Iteration 132Q: 3 clusters Score -1144100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1144103.375000 Penalty: 3023.330322
	Iteration 133Q: 3 clusters Score -1144103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1144102.625000 Penalty: 3023.330322
	Iteration 134Q: 3 clusters Score -1144103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1144103.500000 Penalty: 3023.330322
	Iteration 135Q: 3 clusters Score -1144104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1144107.000000 Penalty: 3023.330322
	Iteration 136Q: 3 clusters Score -1144107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1144106.625000 Penalty: 3023.330322
	Iteration 137Q: 3 clusters Score -1144107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1144109.250000 Penalty: 3023.330322
	Iteration 138Q: 3 clusters Score -1144109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1144111.125000 Penalty: 3023.330322
	Iteration 139Q: 3 clusters Score -1144111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1144111.875000 Penalty: 3023.330322
	Iteration 140F: 3 clusters Score -1144112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1144110.375000 Penalty: 3023.330322
	Iteration 141Q: 3 clusters Score -1144110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1144110.500000 Penalty: 3023.330322
	Iteration 142Q: 3 clusters Score -1144110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1144112.375000 Penalty: 3023.330322
	Iteration 143Q: 3 clusters Score -1144112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1144111.625000 Penalty: 3023.330322
	Iteration 144Q: 3 clusters Score -1144112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1144112.750000 Penalty: 3023.330322
	Iteration 145Q: 3 clusters Score -1144113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1144112.375000 Penalty: 3023.330322
	Iteration 146Q: 3 clusters Score -1144112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1144112.000000 Penalty: 3023.330322
	Iteration 147Q: 3 clusters Score -1144112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1144114.125000 Penalty: 3023.330322
	Iteration 148Q: 3 clusters Score -1144114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1144114.125000 Penalty: 3023.330322
	Iteration 149F: 3 clusters Score -1144114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -220904.578125 Penalty: 1241.285522
	Iteration 0F: 2 clusters Score -220904.6 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 1007 members 
Entering Unmasked Estep 
Score: -218778.640625 Penalty: 2482.571045
	Iteration 0F: 3 clusters Score -218778.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219225.500000 Penalty: 2482.571045
	Iteration 1F: 3 clusters Score -219225.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219324.031250 Penalty: 2482.571045
	Iteration 2F: 3 clusters Score -219324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -219404.000000 Penalty: 2482.571045
	Iteration 3Q: 3 clusters Score -219404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219451.531250 Penalty: 2482.571045
	Iteration 4Q: 3 clusters Score -219451.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -219490.578125 Penalty: 2482.571045
	Iteration 5Q: 3 clusters Score -219490.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219523.687500 Penalty: 2482.571045
	Iteration 6Q: 3 clusters Score -219523.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -219553.781250 Penalty: 2482.571045
	Iteration 7Q: 3 clusters Score -219553.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219579.250000 Penalty: 2482.571045
	Iteration 8Q: 3 clusters Score -219579.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -219602.484375 Penalty: 2482.571045
	Iteration 9Q: 3 clusters Score -219602.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -219618.765625 Penalty: 2482.571045
	Iteration 10Q: 3 clusters Score -219618.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219634.500000 Penalty: 2482.571045
	Iteration 11Q: 3 clusters Score -219634.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -219651.171875 Penalty: 2482.571045
	Iteration 12Q: 3 clusters Score -219651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -219668.953125 Penalty: 2482.571045
	Iteration 13Q: 3 clusters Score -219669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219687.203125 Penalty: 2482.571045
	Iteration 14Q: 3 clusters Score -219687.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219707.093750 Penalty: 2482.571045
	Iteration 15Q: 3 clusters Score -219707.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219722.796875 Penalty: 2482.571045
	Iteration 16Q: 3 clusters Score -219722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219732.265625 Penalty: 2482.571045
	Iteration 17Q: 3 clusters Score -219732.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219738.375000 Penalty: 2482.571045
	Iteration 18Q: 3 clusters Score -219738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -219741.937500 Penalty: 2482.571045
	Iteration 19Q: 3 clusters Score -219741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -219748.031250 Penalty: 2482.571045
	Iteration 20F: 3 clusters Score -219748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219754.750000 Penalty: 2482.571045
	Iteration 21Q: 3 clusters Score -219754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219759.234375 Penalty: 2482.571045
	Iteration 22Q: 3 clusters Score -219759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219762.421875 Penalty: 2482.571045
	Iteration 23Q: 3 clusters Score -219762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -219766.484375 Penalty: 2482.571045
	Iteration 24Q: 3 clusters Score -219766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219767.671875 Penalty: 2482.571045
	Iteration 25Q: 3 clusters Score -219767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219767.796875 Penalty: 2482.571045
	Iteration 26Q: 3 clusters Score -219767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219767.796875 Penalty: 2482.571045
	Iteration 27F: 3 clusters Score -219767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Entering Unmasked Estep 
Score: -1724075.625000 Penalty: 1575.515259
	Iteration 0F: 2 clusters Score -1724076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1712892.750000 Penalty: 3151.030518
	Iteration 0F: 3 clusters Score -1712893 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1716841.875000 Penalty: 3151.030518
	Iteration 1F: 3 clusters Score -1716842 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1717123.125000 Penalty: 3151.030518
	Iteration 2Q: 3 clusters Score -1717123 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1717381.750000 Penalty: 3151.030518
	Iteration 3Q: 3 clusters Score -1717382 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1717680.500000 Penalty: 3151.030518
	Iteration 4Q: 3 clusters Score -1717680 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1718001.500000 Penalty: 3151.030518
	Iteration 5Q: 3 clusters Score -1718002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1718392.000000 Penalty: 3151.030518
	Iteration 6Q: 3 clusters Score -1718392 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1718797.875000 Penalty: 3151.030518
	Iteration 7Q: 3 clusters Score -1718798 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1719229.750000 Penalty: 3151.030518
	Iteration 8Q: 3 clusters Score -1719230 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1719695.625000 Penalty: 3151.030518
	Iteration 9Q: 3 clusters Score -1719696 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1720201.125000 Penalty: 3151.030518
	Iteration 10Q: 3 clusters Score -1720201 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1720697.875000 Penalty: 3151.030518
	Iteration 11Q: 3 clusters Score -1720698 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1721076.750000 Penalty: 3151.030518
	Iteration 12Q: 3 clusters Score -1721077 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1721359.500000 Penalty: 3151.030518
	Iteration 13Q: 3 clusters Score -1721360 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1721611.000000 Penalty: 3151.030518
	Iteration 14Q: 3 clusters Score -1721611 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1721813.500000 Penalty: 3151.030518
	Iteration 15Q: 3 clusters Score -1721814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1721956.500000 Penalty: 3151.030518
	Iteration 16Q: 3 clusters Score -1721956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1722090.000000 Penalty: 3151.030518
	Iteration 17Q: 3 clusters Score -1722090 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1722194.250000 Penalty: 3151.030518
	Iteration 18Q: 3 clusters Score -1722194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1722277.625000 Penalty: 3151.030518
	Iteration 19Q: 3 clusters Score -1722278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1722351.125000 Penalty: 3151.030518
	Iteration 20F: 3 clusters Score -1722351 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1722428.875000 Penalty: 3151.030518
	Iteration 21Q: 3 clusters Score -1722429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1722477.125000 Penalty: 3151.030518
	Iteration 22Q: 3 clusters Score -1722477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1722515.750000 Penalty: 3151.030518
	Iteration 23Q: 3 clusters Score -1722516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1722555.375000 Penalty: 3151.030518
	Iteration 24Q: 3 clusters Score -1722555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1722591.500000 Penalty: 3151.030518
	Iteration 25Q: 3 clusters Score -1722592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1722614.625000 Penalty: 3151.030518
	Iteration 26Q: 3 clusters Score -1722615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1722635.500000 Penalty: 3151.030518
	Iteration 27Q: 3 clusters Score -1722636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1722650.500000 Penalty: 3151.030518
	Iteration 28Q: 3 clusters Score -1722650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1722671.125000 Penalty: 3151.030518
	Iteration 29Q: 3 clusters Score -1722671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1722686.625000 Penalty: 3151.030518
	Iteration 30Q: 3 clusters Score -1722687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1722703.750000 Penalty: 3151.030518
	Iteration 31Q: 3 clusters Score -1722704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1722719.500000 Penalty: 3151.030518
	Iteration 32Q: 3 clusters Score -1722720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1722730.625000 Penalty: 3151.030518
	Iteration 33Q: 3 clusters Score -1722731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1722742.250000 Penalty: 3151.030518
	Iteration 34Q: 3 clusters Score -1722742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1722753.875000 Penalty: 3151.030518
	Iteration 35Q: 3 clusters Score -1722754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1722760.250000 Penalty: 3151.030518
	Iteration 36Q: 3 clusters Score -1722760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1722768.250000 Penalty: 3151.030518
	Iteration 37Q: 3 clusters Score -1722768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1722772.750000 Penalty: 3151.030518
	Iteration 38Q: 3 clusters Score -1722773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1722771.875000 Penalty: 3151.030518
	Iteration 39Q: 3 clusters Score -1722772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1722776.250000 Penalty: 3151.030518
	Iteration 40F: 3 clusters Score -1722776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1722783.000000 Penalty: 3151.030518
	Iteration 41Q: 3 clusters Score -1722783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1722790.250000 Penalty: 3151.030518
	Iteration 42Q: 3 clusters Score -1722790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1722793.125000 Penalty: 3151.030518
	Iteration 43Q: 3 clusters Score -1722793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1722795.250000 Penalty: 3151.030518
	Iteration 44Q: 3 clusters Score -1722795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1722800.000000 Penalty: 3151.030518
	Iteration 45Q: 3 clusters Score -1722800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1722802.750000 Penalty: 3151.030518
	Iteration 46Q: 3 clusters Score -1722803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1722803.750000 Penalty: 3151.030518
	Iteration 47Q: 3 clusters Score -1722804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1722809.500000 Penalty: 3151.030518
	Iteration 48Q: 3 clusters Score -1722810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1722817.875000 Penalty: 3151.030518
	Iteration 49Q: 3 clusters Score -1722818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1722823.125000 Penalty: 3151.030518
	Iteration 50Q: 3 clusters Score -1722823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1722828.000000 Penalty: 3151.030518
	Iteration 51Q: 3 clusters Score -1722828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1722832.375000 Penalty: 3151.030518
	Iteration 52Q: 3 clusters Score -1722832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1722831.625000 Penalty: 3151.030518
	Iteration 53Q: 3 clusters Score -1722832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1722832.875000 Penalty: 3151.030518
	Iteration 54Q: 3 clusters Score -1722833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1722832.125000 Penalty: 3151.030518
	Iteration 55Q: 3 clusters Score -1722832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1722833.625000 Penalty: 3151.030518
	Iteration 56Q: 3 clusters Score -1722834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1722836.000000 Penalty: 3151.030518
	Iteration 57Q: 3 clusters Score -1722836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1722835.875000 Penalty: 3151.030518
	Iteration 58Q: 3 clusters Score -1722836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1722835.250000 Penalty: 3151.030518
	Iteration 59Q: 3 clusters Score -1722835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1722837.250000 Penalty: 3151.030518
	Iteration 60F: 3 clusters Score -1722837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -12040.910156 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -12040.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11548.672852 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -11548.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11678.239258 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -11678.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11701.307617 Penalty: 1626.282593
	Iteration 2Q: 3 clusters Score -11701.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11704.153320 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -11704.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11704.153320 Penalty: 1626.282593
	Iteration 4F: 3 clusters Score -11704.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Entering Unmasked Estep 
Score: -1341983.375000 Penalty: 1536.337402
	Iteration 0F: 2 clusters Score -1341983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1332980.875000 Penalty: 3072.674805
	Iteration 0F: 3 clusters Score -1332981 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1336086.625000 Penalty: 3072.674805
	Iteration 1F: 3 clusters Score -1336087 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1336400.750000 Penalty: 3072.674805
	Iteration 2F: 3 clusters Score -1336401 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1336741.250000 Penalty: 3072.674805
	Iteration 3F: 3 clusters Score -1336741 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1337061.250000 Penalty: 3072.674805
	Iteration 4F: 3 clusters Score -1337061 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1337358.750000 Penalty: 3072.674805
	Iteration 5Q: 3 clusters Score -1337359 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1337648.250000 Penalty: 3072.674805
	Iteration 6Q: 3 clusters Score -1337648 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1337926.500000 Penalty: 3072.674805
	Iteration 7Q: 3 clusters Score -1337926 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1338165.250000 Penalty: 3072.674805
	Iteration 8Q: 3 clusters Score -1338165 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1338391.375000 Penalty: 3072.674805
	Iteration 9Q: 3 clusters Score -1338391 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1338593.250000 Penalty: 3072.674805
	Iteration 10Q: 3 clusters Score -1338593 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1338771.250000 Penalty: 3072.674805
	Iteration 11Q: 3 clusters Score -1338771 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1338920.000000 Penalty: 3072.674805
	Iteration 12Q: 3 clusters Score -1338920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1339064.125000 Penalty: 3072.674805
	Iteration 13Q: 3 clusters Score -1339064 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1339178 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1339267 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1339357 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1339439 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1339523 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1339603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1339674 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1339719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1339763 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1339792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1339812.125000 Penalty: 3072.674805
	Iteration 24Q: 3 clusters Score -1339812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1339826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1339843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1339846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1339857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1339874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1339880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1339887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1339892 nChanged 52
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Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1339901 nChanged 59
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Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1339910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1339916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1339924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1339930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1339938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1339948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1339950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1339958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1339963 nChanged 37
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1339972 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1339973 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1339976 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1339977 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1339980 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1339987 nChanged 43
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Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1339994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1340001 nChanged 42
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Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1340007 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1340012.875000 Penalty: 3072.674805
	Iteration 52Q: 3 clusters Score -1340013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1340022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1340028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1340035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1340038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1340047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1340049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1340055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1340062 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1340072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1340073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1340076.000000 Penalty: 3072.674805
	Iteration 63Q: 3 clusters Score -1340076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1340082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1340094 nChanged 44
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1340101.625000 Penalty: 3072.674805
	Iteration 66Q: 3 clusters Score -1340102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1340108 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1340116 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8740 members 
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Entering Unmasked Estep 
Score: -1340121.500000 Penalty: 3072.674805
	Iteration 69Q: 3 clusters Score -1340122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1340130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1340134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1340137 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1340147 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1340156 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1340171 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1340177 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1340190 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1340204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1340215.750000 Penalty: 3072.674805
	Iteration 79Q: 3 clusters Score -1340216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1340233.875000 Penalty: 3072.674805
	Iteration 80F: 3 clusters Score -1340234 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1340245.750000 Penalty: 3072.674805
	Iteration 81Q: 3 clusters Score -1340246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1340258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1340278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1340295.875000 Penalty: 3072.674805
	Iteration 84Q: 3 clusters Score -1340296 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1340318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1340343 nChanged 83
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Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1340364 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1340382 nChanged 57
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Mstep: Class 1 contains 9942 members 
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Entering Unmasked Estep 
Score: -1340394.750000 Penalty: 3072.674805
	Iteration 89Q: 3 clusters Score -1340395 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2770 members 
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	Iteration 90Q: 3 clusters Score -1340411 nChanged 55
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Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1340422 nChanged 63
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Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2654 members 
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	Iteration 92Q: 3 clusters Score -1340445 nChanged 68
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Mstep: Class 1 contains 10178 members 
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	Iteration 93Q: 3 clusters Score -1340467 nChanged 78
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Mstep: Class 1 contains 10254 members 
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	Iteration 94Q: 3 clusters Score -1340488 nChanged 78
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Mstep: Class 1 contains 10330 members 
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	Iteration 95Q: 3 clusters Score -1340515 nChanged 77
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Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1340545 nChanged 85
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Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1340574 nChanged 81
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1340601 nChanged 79
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Mstep: Class 1 contains 10650 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1340630 nChanged 85
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Mstep: Class 1 contains 10735 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1340658 nChanged 72
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Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1340682 nChanged 52
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1340702.625000 Penalty: 3072.674805
	Iteration 102Q: 3 clusters Score -1340703 nChanged 60
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Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1340722.000000 Penalty: 3072.674805
	Iteration 103Q: 3 clusters Score -1340722 nChanged 65
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Mstep: Class 1 contains 10974 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1340745 nChanged 70
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Mstep: Class 1 contains 11040 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1340772 nChanged 51
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Mstep: Class 1 contains 11085 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1340790 nChanged 36
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Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1340795.375000 Penalty: 3072.674805
	Iteration 107Q: 3 clusters Score -1340795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1340805.625000 Penalty: 3072.674805
	Iteration 108Q: 3 clusters Score -1340806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1340803.875000 Penalty: 3072.674805
	Iteration 109Q: 3 clusters Score -1340804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1340809.875000 Penalty: 3072.674805
	Iteration 110Q: 3 clusters Score -1340810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1340811.125000 Penalty: 3072.674805
	Iteration 111Q: 3 clusters Score -1340811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1340810.500000 Penalty: 3072.674805
	Iteration 112Q: 3 clusters Score -1340810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1340813.375000 Penalty: 3072.674805
	Iteration 113Q: 3 clusters Score -1340813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1340816.500000 Penalty: 3072.674805
	Iteration 114Q: 3 clusters Score -1340816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1340818.750000 Penalty: 3072.674805
	Iteration 115Q: 3 clusters Score -1340819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1340817.500000 Penalty: 3072.674805
	Iteration 116Q: 3 clusters Score -1340818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1340823.625000 Penalty: 3072.674805
	Iteration 117Q: 3 clusters Score -1340824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1340822.750000 Penalty: 3072.674805
	Iteration 118Q: 3 clusters Score -1340823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1340825.750000 Penalty: 3072.674805
	Iteration 119Q: 3 clusters Score -1340826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1340829.125000 Penalty: 3072.674805
	Iteration 120F: 3 clusters Score -1340829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1340836.250000 Penalty: 3072.674805
	Iteration 121Q: 3 clusters Score -1340836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1340840.375000 Penalty: 3072.674805
	Iteration 122Q: 3 clusters Score -1340840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1340846.750000 Penalty: 3072.674805
	Iteration 123Q: 3 clusters Score -1340847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1340854.000000 Penalty: 3072.674805
	Iteration 124Q: 3 clusters Score -1340854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1340855.625000 Penalty: 3072.674805
	Iteration 125Q: 3 clusters Score -1340856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1340862.000000 Penalty: 3072.674805
	Iteration 126Q: 3 clusters Score -1340862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1340864.875000 Penalty: 3072.674805
	Iteration 127Q: 3 clusters Score -1340865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1340868.625000 Penalty: 3072.674805
	Iteration 128Q: 3 clusters Score -1340869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1340873.125000 Penalty: 3072.674805
	Iteration 129Q: 3 clusters Score -1340873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1340876.750000 Penalty: 3072.674805
	Iteration 130Q: 3 clusters Score -1340877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1340874.875000 Penalty: 3072.674805
	Iteration 131Q: 3 clusters Score -1340875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1340879.000000 Penalty: 3072.674805
	Iteration 132Q: 3 clusters Score -1340879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1340878.500000 Penalty: 3072.674805
	Iteration 133Q: 3 clusters Score -1340878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1340880.375000 Penalty: 3072.674805
	Iteration 134Q: 3 clusters Score -1340880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1340882.500000 Penalty: 3072.674805
	Iteration 135Q: 3 clusters Score -1340882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1340883.125000 Penalty: 3072.674805
	Iteration 136Q: 3 clusters Score -1340883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1340883.125000 Penalty: 3072.674805
	Iteration 137F: 3 clusters Score -1340883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202827 members 
Entering Unmasked Estep 
Score: -21562296.000000 Penalty: 1985.767700
	Iteration 0F: 2 clusters Score -2.15623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -21430026.000000 Penalty: 3971.535400
	Iteration 0F: 3 clusters Score -2.143003e+07 nChanged 98390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -21488250.000000 Penalty: 3971.535400
	Iteration 1F: 3 clusters Score -2.148825e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -21489876.000000 Penalty: 3971.535400
	Iteration 2Q: 3 clusters Score -2.148988e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -21491970.000000 Penalty: 3971.535400
	Iteration 3Q: 3 clusters Score -2.149197e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -21494834.000000 Penalty: 3971.535400
	Iteration 4Q: 3 clusters Score -2.149483e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -21498462.000000 Penalty: 3971.535400
	Iteration 5Q: 3 clusters Score -2.149846e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 110022 members 
Entering Unmasked Estep 
Score: -21503070.000000 Penalty: 3971.535400
	Iteration 6F: 3 clusters Score -2.150307e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -21508416.000000 Penalty: 3971.535400
	Iteration 7F: 3 clusters Score -2.150842e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 117117 members 
Entering Unmasked Estep 
Score: -21514624.000000 Penalty: 3971.535400
	Iteration 8F: 3 clusters Score -2.151462e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -21521860.000000 Penalty: 3971.535400
	Iteration 9F: 3 clusters Score -2.152186e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -21529932.000000 Penalty: 3971.535400
	Iteration 10F: 3 clusters Score -2.152993e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 129183 members 
Entering Unmasked Estep 
Score: -21536496.000000 Penalty: 3971.535400
	Iteration 11Q: 3 clusters Score -2.15365e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -21540306.000000 Penalty: 3971.535400
	Iteration 12Q: 3 clusters Score -2.154031e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -21542232.000000 Penalty: 3971.535400
	Iteration 13Q: 3 clusters Score -2.154223e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 137601 members 
Entering Unmasked Estep 
Score: -21543966.000000 Penalty: 3971.535400
	Iteration 14Q: 3 clusters Score -2.154397e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -21545754.000000 Penalty: 3971.535400
	Iteration 15Q: 3 clusters Score -2.154575e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -21547414.000000 Penalty: 3971.535400
	Iteration 16Q: 3 clusters Score -2.154741e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 146407 members 
Entering Unmasked Estep 
Score: -21549110.000000 Penalty: 3971.535400
	Iteration 17Q: 3 clusters Score -2.154911e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 149273 members 
Entering Unmasked Estep 
Score: -21550604.000000 Penalty: 3971.535400
	Iteration 18Q: 3 clusters Score -2.15506e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -21552008.000000 Penalty: 3971.535400
	Iteration 19Q: 3 clusters Score -2.155201e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -21553332.000000 Penalty: 3971.535400
	Iteration 20F: 3 clusters Score -2.155333e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 158372 members 
Entering Unmasked Estep 
Score: -21554052.000000 Penalty: 3971.535400
	Iteration 21Q: 3 clusters Score -2.155405e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 161349 members 
Entering Unmasked Estep 
Score: -21554928.000000 Penalty: 3971.535400
	Iteration 22Q: 3 clusters Score -2.155493e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -21555518.000000 Penalty: 3971.535400
	Iteration 23Q: 3 clusters Score -2.155552e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -21556152.000000 Penalty: 3971.535400
	Iteration 24Q: 3 clusters Score -2.155615e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -21556634.000000 Penalty: 3971.535400
	Iteration 25Q: 3 clusters Score -2.155663e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -21557142.000000 Penalty: 3971.535400
	Iteration 26Q: 3 clusters Score -2.155714e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -21557534.000000 Penalty: 3971.535400
	Iteration 27Q: 3 clusters Score -2.155753e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -21557920.000000 Penalty: 3971.535400
	Iteration 28Q: 3 clusters Score -2.155792e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -21558352.000000 Penalty: 3971.535400
	Iteration 29Q: 3 clusters Score -2.155835e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -21558484.000000 Penalty: 3971.535400
	Iteration 30Q: 3 clusters Score -2.155848e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -21558764.000000 Penalty: 3971.535400
	Iteration 31Q: 3 clusters Score -2.155876e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 185613 members 
Entering Unmasked Estep 
Score: -21559016.000000 Penalty: 3971.535400
	Iteration 32Q: 3 clusters Score -2.155902e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -21559212.000000 Penalty: 3971.535400
	Iteration 33Q: 3 clusters Score -2.155921e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -21559490.000000 Penalty: 3971.535400
	Iteration 34Q: 3 clusters Score -2.155949e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 190544 members 
Entering Unmasked Estep 
Score: -21559684.000000 Penalty: 3971.535400
	Iteration 35Q: 3 clusters Score -2.155968e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 191857 members 
Entering Unmasked Estep 
Score: -21559828.000000 Penalty: 3971.535400
	Iteration 36Q: 3 clusters Score -2.155983e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 192992 members 
Entering Unmasked Estep 
Score: -21560028.000000 Penalty: 3971.535400
	Iteration 37Q: 3 clusters Score -2.156003e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -21560166.000000 Penalty: 3971.535400
	Iteration 38Q: 3 clusters Score -2.156017e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -21560180.000000 Penalty: 3971.535400
	Iteration 39Q: 3 clusters Score -2.156018e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -21560378.000000 Penalty: 3971.535400
	Iteration 40F: 3 clusters Score -2.156038e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 196585 members 
Entering Unmasked Estep 
Score: -21560458.000000 Penalty: 3971.535400
	Iteration 41Q: 3 clusters Score -2.156046e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 197296 members 
Entering Unmasked Estep 
Score: -21560528.000000 Penalty: 3971.535400
	Iteration 42Q: 3 clusters Score -2.156053e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 197873 members 
Entering Unmasked Estep 
Score: -21560508.000000 Penalty: 3971.535400
	Iteration 43Q: 3 clusters Score -2.156051e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 198392 members 
Entering Unmasked Estep 
Score: -21560542.000000 Penalty: 3971.535400
	Iteration 44Q: 3 clusters Score -2.156054e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 198839 members 
Entering Unmasked Estep 
Score: -21560512.000000 Penalty: 3971.535400
	Iteration 45Q: 3 clusters Score -2.156051e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 199223 members 
Entering Unmasked Estep 
Score: -21560572.000000 Penalty: 3971.535400
	Iteration 46Q: 3 clusters Score -2.156057e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 199565 members 
Entering Unmasked Estep 
Score: -21560574.000000 Penalty: 3971.535400
	Iteration 47Q: 3 clusters Score -2.156057e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 199862 members 
Entering Unmasked Estep 
Score: -21560526.000000 Penalty: 3971.535400
	Iteration 48Q: 3 clusters Score -2.156053e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 200122 members 
Entering Unmasked Estep 
Score: -21560560.000000 Penalty: 3971.535400
	Iteration 49Q: 3 clusters Score -2.156056e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 200383 members 
Entering Unmasked Estep 
Score: -21560548.000000 Penalty: 3971.535400
	Iteration 50Q: 3 clusters Score -2.156055e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 200620 members 
Entering Unmasked Estep 
Score: -21560530.000000 Penalty: 3971.535400
	Iteration 51Q: 3 clusters Score -2.156053e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 200822 members 
Entering Unmasked Estep 
Score: -21560546.000000 Penalty: 3971.535400
	Iteration 52Q: 3 clusters Score -2.156055e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -21560514.000000 Penalty: 3971.535400
	Iteration 53Q: 3 clusters Score -2.156051e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 201177 members 
Entering Unmasked Estep 
Score: -21560486.000000 Penalty: 3971.535400
	Iteration 54Q: 3 clusters Score -2.156049e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 201299 members 
Entering Unmasked Estep 
Score: -21560538.000000 Penalty: 3971.535400
	Iteration 55Q: 3 clusters Score -2.156054e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 201418 members 
Entering Unmasked Estep 
Score: -21560562.000000 Penalty: 3971.535400
	Iteration 56Q: 3 clusters Score -2.156056e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 201534 members 
Entering Unmasked Estep 
Score: -21560612.000000 Penalty: 3971.535400
	Iteration 57Q: 3 clusters Score -2.156061e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 201646 members 
Entering Unmasked Estep 
Score: -21560618.000000 Penalty: 3971.535400
	Iteration 58Q: 3 clusters Score -2.156062e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 201747 members 
Entering Unmasked Estep 
Score: -21560596.000000 Penalty: 3971.535400
	Iteration 59Q: 3 clusters Score -2.15606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 201822 members 
Entering Unmasked Estep 
Score: -21560610.000000 Penalty: 3971.535400
	Iteration 60F: 3 clusters Score -2.156061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 201896 members 
Entering Unmasked Estep 
Score: -21560606.000000 Penalty: 3971.535400
	Iteration 61Q: 3 clusters Score -2.156061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 201963 members 
Entering Unmasked Estep 
Score: -21560638.000000 Penalty: 3971.535400
	Iteration 62Q: 3 clusters Score -2.156064e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 202019 members 
Entering Unmasked Estep 
Score: -21560646.000000 Penalty: 3971.535400
	Iteration 63Q: 3 clusters Score -2.156065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 202059 members 
Entering Unmasked Estep 
Score: -21560636.000000 Penalty: 3971.535400
	Iteration 64Q: 3 clusters Score -2.156064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 202094 members 
Entering Unmasked Estep 
Score: -21560640.000000 Penalty: 3971.535400
	Iteration 65Q: 3 clusters Score -2.156064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 202124 members 
Entering Unmasked Estep 
Score: -21560644.000000 Penalty: 3971.535400
	Iteration 66Q: 3 clusters Score -2.156064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 202144 members 
Entering Unmasked Estep 
Score: -21560654.000000 Penalty: 3971.535400
	Iteration 67Q: 3 clusters Score -2.156065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 202160 members 
Entering Unmasked Estep 
Score: -21560654.000000 Penalty: 3971.535400
	Iteration 68Q: 3 clusters Score -2.156065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 202175 members 
Entering Unmasked Estep 
Score: -21560674.000000 Penalty: 3971.535400
	Iteration 69Q: 3 clusters Score -2.156067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 202192 members 
Entering Unmasked Estep 
Score: -21560668.000000 Penalty: 3971.535400
	Iteration 70Q: 3 clusters Score -2.156067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 202203 members 
Entering Unmasked Estep 
Score: -21560674.000000 Penalty: 3971.535400
	Iteration 71Q: 3 clusters Score -2.156067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 202209 members 
Entering Unmasked Estep 
Score: -21560682.000000 Penalty: 3971.535400
	Iteration 72Q: 3 clusters Score -2.156068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 202215 members 
Entering Unmasked Estep 
Score: -21560692.000000 Penalty: 3971.535400
	Iteration 73Q: 3 clusters Score -2.156069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 202226 members 
Entering Unmasked Estep 
Score: -21560688.000000 Penalty: 3971.535400
	Iteration 74Q: 3 clusters Score -2.156069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 202235 members 
Entering Unmasked Estep 
Score: -21560692.000000 Penalty: 3971.535400
	Iteration 75Q: 3 clusters Score -2.156069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -21560690.000000 Penalty: 3971.535400
	Iteration 76Q: 3 clusters Score -2.156069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 202250 members 
Entering Unmasked Estep 
Score: -21560698.000000 Penalty: 3971.535400
	Iteration 77Q: 3 clusters Score -2.15607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 202261 members 
Entering Unmasked Estep 
Score: -21560730.000000 Penalty: 3971.535400
	Iteration 78Q: 3 clusters Score -2.156073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 202270 members 
Entering Unmasked Estep 
Score: -21560748.000000 Penalty: 3971.535400
	Iteration 79Q: 3 clusters Score -2.156075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 202276 members 
Entering Unmasked Estep 
Score: -21560760.000000 Penalty: 3971.535400
	Iteration 80F: 3 clusters Score -2.156076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 202281 members 
Entering Unmasked Estep 
Score: -21560770.000000 Penalty: 3971.535400
	Iteration 81Q: 3 clusters Score -2.156077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 202284 members 
Entering Unmasked Estep 
Score: -21560764.000000 Penalty: 3971.535400
	Iteration 82Q: 3 clusters Score -2.156076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 202284 members 
Entering Unmasked Estep 
Score: -21560768.000000 Penalty: 3971.535400
	Iteration 83Q: 3 clusters Score -2.156077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 202284 members 
Entering Unmasked Estep 
Score: -21560768.000000 Penalty: 3971.535400
	Iteration 84F: 3 clusters Score -2.156077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Entering Unmasked Estep 
Score: -6013974.500000 Penalty: 1781.063721
	Iteration 0F: 2 clusters Score -6013974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5975495.500000 Penalty: 3562.127441
	Iteration 0F: 3 clusters Score -5975496 nChanged 27126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5990895.500000 Penalty: 3562.127441
	Iteration 1F: 3 clusters Score -5990896 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -5991365.500000 Penalty: 3562.127441
	Iteration 2Q: 3 clusters Score -5991366 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5991781.500000 Penalty: 3562.127441
	Iteration 3Q: 3 clusters Score -5991782 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5992297.500000 Penalty: 3562.127441
	Iteration 4Q: 3 clusters Score -5992298 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -5992911.000000 Penalty: 3562.127441
	Iteration 5Q: 3 clusters Score -5992911 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -5993747.500000 Penalty: 3562.127441
	Iteration 6Q: 3 clusters Score -5993748 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -5995043.000000 Penalty: 3562.127441
	Iteration 7Q: 3 clusters Score -5995043 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5997137.500000 Penalty: 3562.127441
	Iteration 8F: 3 clusters Score -5997138 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5999743.000000 Penalty: 3562.127441
	Iteration 9F: 3 clusters Score -5999743 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6002374.000000 Penalty: 3562.127441
	Iteration 10F: 3 clusters Score -6002374 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -6004557.000000 Penalty: 3562.127441
	Iteration 11F: 3 clusters Score -6004557 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6006052.500000 Penalty: 3562.127441
	Iteration 12Q: 3 clusters Score -6006052 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6007271.000000 Penalty: 3562.127441
	Iteration 13Q: 3 clusters Score -6007271 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -6008325.000000 Penalty: 3562.127441
	Iteration 14Q: 3 clusters Score -6008325 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6009212.000000 Penalty: 3562.127441
	Iteration 15Q: 3 clusters Score -6009212 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -6010013.500000 Penalty: 3562.127441
	Iteration 16Q: 3 clusters Score -6010014 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6010665.000000 Penalty: 3562.127441
	Iteration 17Q: 3 clusters Score -6010665 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -6011216.500000 Penalty: 3562.127441
	Iteration 18Q: 3 clusters Score -6011216 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -6011598.000000 Penalty: 3562.127441
	Iteration 19Q: 3 clusters Score -6011598 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -6011965.000000 Penalty: 3562.127441
	Iteration 20F: 3 clusters Score -6011965 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -6012137.500000 Penalty: 3562.127441
	Iteration 21Q: 3 clusters Score -6012138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6012229.500000 Penalty: 3562.127441
	Iteration 22Q: 3 clusters Score -6012230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -6012317.000000 Penalty: 3562.127441
	Iteration 23Q: 3 clusters Score -6012317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -6012397.000000 Penalty: 3562.127441
	Iteration 24Q: 3 clusters Score -6012397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -6012432.500000 Penalty: 3562.127441
	Iteration 25Q: 3 clusters Score -6012432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -6012463.500000 Penalty: 3562.127441
	Iteration 26Q: 3 clusters Score -6012464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -6012498.500000 Penalty: 3562.127441
	Iteration 27Q: 3 clusters Score -6012498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -6012514.500000 Penalty: 3562.127441
	Iteration 28Q: 3 clusters Score -6012514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -6012520.000000 Penalty: 3562.127441
	Iteration 29Q: 3 clusters Score -6012520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -6012530.000000 Penalty: 3562.127441
	Iteration 30Q: 3 clusters Score -6012530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6012537.500000 Penalty: 3562.127441
	Iteration 31Q: 3 clusters Score -6012538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -6012543.500000 Penalty: 3562.127441
	Iteration 32Q: 3 clusters Score -6012544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -6012553.000000 Penalty: 3562.127441
	Iteration 33Q: 3 clusters Score -6012553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6012559.500000 Penalty: 3562.127441
	Iteration 34Q: 3 clusters Score -6012560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6012567.500000 Penalty: 3562.127441
	Iteration 35Q: 3 clusters Score -6012568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -6012571.500000 Penalty: 3562.127441
	Iteration 36Q: 3 clusters Score -6012572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -6012586.500000 Penalty: 3562.127441
	Iteration 37Q: 3 clusters Score -6012586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -6012584.000000 Penalty: 3562.127441
	Iteration 38Q: 3 clusters Score -6012584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -6012585.500000 Penalty: 3562.127441
	Iteration 39Q: 3 clusters Score -6012586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6012587.000000 Penalty: 3562.127441
	Iteration 40F: 3 clusters Score -6012587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -6012589.000000 Penalty: 3562.127441
	Iteration 41Q: 3 clusters Score -6012589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6012591.000000 Penalty: 3562.127441
	Iteration 42Q: 3 clusters Score -6012591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -6012591.500000 Penalty: 3562.127441
	Iteration 43Q: 3 clusters Score -6012592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -6012591.500000 Penalty: 3562.127441
	Iteration 44F: 3 clusters Score -6012592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -332993.468750 Penalty: 1318.966309
	Iteration 0F: 2 clusters Score -332993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -330156.718750 Penalty: 2637.932617
	Iteration 0F: 3 clusters Score -330156.7 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -330942.843750 Penalty: 2637.932617
	Iteration 1F: 3 clusters Score -330942.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -331121.562500 Penalty: 2637.932617
	Iteration 2F: 3 clusters Score -331121.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -331250.156250 Penalty: 2637.932617
	Iteration 3F: 3 clusters Score -331250.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -331373.781250 Penalty: 2637.932617
	Iteration 4F: 3 clusters Score -331373.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -331444.468750 Penalty: 2637.932617
	Iteration 5Q: 3 clusters Score -331444.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -331492.875000 Penalty: 2637.932617
	Iteration 6Q: 3 clusters Score -331492.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -331534.187500 Penalty: 2637.932617
	Iteration 7Q: 3 clusters Score -331534.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -331580.187500 Penalty: 2637.932617
	Iteration 8Q: 3 clusters Score -331580.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -331609.156250 Penalty: 2637.932617
	Iteration 9Q: 3 clusters Score -331609.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -331640.500000 Penalty: 2637.932617
	Iteration 10Q: 3 clusters Score -331640.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -331663.406250 Penalty: 2637.932617
	Iteration 11Q: 3 clusters Score -331663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -331678.468750 Penalty: 2637.932617
	Iteration 12Q: 3 clusters Score -331678.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -331691.000000 Penalty: 2637.932617
	Iteration 13Q: 3 clusters Score -331691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -331703.437500 Penalty: 2637.932617
	Iteration 14Q: 3 clusters Score -331703.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -331717.156250 Penalty: 2637.932617
	Iteration 15Q: 3 clusters Score -331717.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -331728.937500 Penalty: 2637.932617
	Iteration 16Q: 3 clusters Score -331728.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -331742.750000 Penalty: 2637.932617
	Iteration 17Q: 3 clusters Score -331742.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -331754.687500 Penalty: 2637.932617
	Iteration 18Q: 3 clusters Score -331754.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -331766.812500 Penalty: 2637.932617
	Iteration 19Q: 3 clusters Score -331766.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -331777.531250 Penalty: 2637.932617
	Iteration 20F: 3 clusters Score -331777.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -331784.781250 Penalty: 2637.932617
	Iteration 21Q: 3 clusters Score -331784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -331795.906250 Penalty: 2637.932617
	Iteration 22Q: 3 clusters Score -331795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -331811.312500 Penalty: 2637.932617
	Iteration 23Q: 3 clusters Score -331811.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -331824.875000 Penalty: 2637.932617
	Iteration 24Q: 3 clusters Score -331824.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -331834.500000 Penalty: 2637.932617
	Iteration 25Q: 3 clusters Score -331834.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -331842.750000 Penalty: 2637.932617
	Iteration 26Q: 3 clusters Score -331842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -331850.750000 Penalty: 2637.932617
	Iteration 27Q: 3 clusters Score -331850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -331855.593750 Penalty: 2637.932617
	Iteration 28Q: 3 clusters Score -331855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -331860.500000 Penalty: 2637.932617
	Iteration 29Q: 3 clusters Score -331860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -331863.968750 Penalty: 2637.932617
	Iteration 30Q: 3 clusters Score -331864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -331866.718750 Penalty: 2637.932617
	Iteration 31Q: 3 clusters Score -331866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -331868.187500 Penalty: 2637.932617
	Iteration 32Q: 3 clusters Score -331868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -331869.656250 Penalty: 2637.932617
	Iteration 33Q: 3 clusters Score -331869.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -331870.125000 Penalty: 2637.932617
	Iteration 34Q: 3 clusters Score -331870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -331870.281250 Penalty: 2637.932617
	Iteration 35Q: 3 clusters Score -331870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -331871.875000 Penalty: 2637.932617
	Iteration 36Q: 3 clusters Score -331871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -331871.781250 Penalty: 2637.932617
	Iteration 37Q: 3 clusters Score -331871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -331873.125000 Penalty: 2637.932617
	Iteration 38Q: 3 clusters Score -331873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -331873.937500 Penalty: 2637.932617
	Iteration 39Q: 3 clusters Score -331873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -331875.468750 Penalty: 2637.932617
	Iteration 40F: 3 clusters Score -331875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -331876.968750 Penalty: 2637.932617
	Iteration 41Q: 3 clusters Score -331877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -331877.250000 Penalty: 2637.932617
	Iteration 42Q: 3 clusters Score -331877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -331877.250000 Penalty: 2637.932617
	Iteration 43F: 3 clusters Score -331877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Entering Unmasked Estep 
Score: -2273271.500000 Penalty: 1622.797974
	Iteration 0F: 2 clusters Score -2273272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2258508.250000 Penalty: 3245.595947
	Iteration 0F: 3 clusters Score -2258508 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2263864.000000 Penalty: 3245.595947
	Iteration 1F: 3 clusters Score -2263864 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2264302.000000 Penalty: 3245.595947
	Iteration 2F: 3 clusters Score -2264302 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2264864.250000 Penalty: 3245.595947
	Iteration 3F: 3 clusters Score -2264864 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2265679.000000 Penalty: 3245.595947
	Iteration 4F: 3 clusters Score -2265679 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2266849.250000 Penalty: 3245.595947
	Iteration 5F: 3 clusters Score -2266849 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2268206.750000 Penalty: 3245.595947
	Iteration 6F: 3 clusters Score -2268207 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2269535.250000 Penalty: 3245.595947
	Iteration 7F: 3 clusters Score -2269535 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2270596.000000 Penalty: 3245.595947
	Iteration 8F: 3 clusters Score -2270596 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2271211.500000 Penalty: 3245.595947
	Iteration 9Q: 3 clusters Score -2271212 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2271521.250000 Penalty: 3245.595947
	Iteration 10Q: 3 clusters Score -2271521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2271678.500000 Penalty: 3245.595947
	Iteration 11Q: 3 clusters Score -2271678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2271772.500000 Penalty: 3245.595947
	Iteration 12Q: 3 clusters Score -2271772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2271832.000000 Penalty: 3245.595947
	Iteration 13Q: 3 clusters Score -2271832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2271858.750000 Penalty: 3245.595947
	Iteration 14Q: 3 clusters Score -2271859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2271878.250000 Penalty: 3245.595947
	Iteration 15Q: 3 clusters Score -2271878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2271896.750000 Penalty: 3245.595947
	Iteration 16Q: 3 clusters Score -2271897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2271902.500000 Penalty: 3245.595947
	Iteration 17Q: 3 clusters Score -2271902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2271914.750000 Penalty: 3245.595947
	Iteration 18Q: 3 clusters Score -2271915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2271921.500000 Penalty: 3245.595947
	Iteration 19Q: 3 clusters Score -2271922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2271930.500000 Penalty: 3245.595947
	Iteration 20F: 3 clusters Score -2271930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2271942.500000 Penalty: 3245.595947
	Iteration 21Q: 3 clusters Score -2271942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2271955.000000 Penalty: 3245.595947
	Iteration 22Q: 3 clusters Score -2271955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2271960.000000 Penalty: 3245.595947
	Iteration 23Q: 3 clusters Score -2271960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2271966.500000 Penalty: 3245.595947
	Iteration 24Q: 3 clusters Score -2271966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2271972.250000 Penalty: 3245.595947
	Iteration 25Q: 3 clusters Score -2271972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2271979.000000 Penalty: 3245.595947
	Iteration 26Q: 3 clusters Score -2271979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2271981.500000 Penalty: 3245.595947
	Iteration 27Q: 3 clusters Score -2271982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2271983.250000 Penalty: 3245.595947
	Iteration 28Q: 3 clusters Score -2271983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2271986.000000 Penalty: 3245.595947
	Iteration 29Q: 3 clusters Score -2271986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2271987.750000 Penalty: 3245.595947
	Iteration 30Q: 3 clusters Score -2271988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2271988.000000 Penalty: 3245.595947
	Iteration 31Q: 3 clusters Score -2271988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2271989.750000 Penalty: 3245.595947
	Iteration 32Q: 3 clusters Score -2271990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2271988.750000 Penalty: 3245.595947
	Iteration 33Q: 3 clusters Score -2271989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2271988.750000 Penalty: 3245.595947
	Iteration 34F: 3 clusters Score -2271989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Entering Unmasked Estep 
Score: -1721246.750000 Penalty: 1570.465820
	Iteration 0F: 2 clusters Score -1721247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1710352.875000 Penalty: 3140.931641
	Iteration 0F: 3 clusters Score -1710353 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1714076.125000 Penalty: 3140.931641
	Iteration 1F: 3 clusters Score -1714076 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1714379.500000 Penalty: 3140.931641
	Iteration 2F: 3 clusters Score -1714380 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1714629.125000 Penalty: 3140.931641
	Iteration 3Q: 3 clusters Score -1714629 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1714818.250000 Penalty: 3140.931641
	Iteration 4Q: 3 clusters Score -1714818 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1714973.125000 Penalty: 3140.931641
	Iteration 5Q: 3 clusters Score -1714973 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1715120.750000 Penalty: 3140.931641
	Iteration 6Q: 3 clusters Score -1715121 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1715262.250000 Penalty: 3140.931641
	Iteration 7Q: 3 clusters Score -1715262 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1715441.375000 Penalty: 3140.931641
	Iteration 8Q: 3 clusters Score -1715441 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1715689.375000 Penalty: 3140.931641
	Iteration 9Q: 3 clusters Score -1715689 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1716059.875000 Penalty: 3140.931641
	Iteration 10Q: 3 clusters Score -1716060 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1716570.750000 Penalty: 3140.931641
	Iteration 11Q: 3 clusters Score -1716571 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1717272.000000 Penalty: 3140.931641
	Iteration 12F: 3 clusters Score -1717272 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1717959.500000 Penalty: 3140.931641
	Iteration 13F: 3 clusters Score -1717960 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1718415.375000 Penalty: 3140.931641
	Iteration 14Q: 3 clusters Score -1718415 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1718637.000000 Penalty: 3140.931641
	Iteration 15Q: 3 clusters Score -1718637 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1718772.625000 Penalty: 3140.931641
	Iteration 16Q: 3 clusters Score -1718773 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1718883.125000 Penalty: 3140.931641
	Iteration 17Q: 3 clusters Score -1718883 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1718978.375000 Penalty: 3140.931641
	Iteration 18Q: 3 clusters Score -1718978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1719047.750000 Penalty: 3140.931641
	Iteration 19Q: 3 clusters Score -1719048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1719104.625000 Penalty: 3140.931641
	Iteration 20F: 3 clusters Score -1719105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1719154.000000 Penalty: 3140.931641
	Iteration 21Q: 3 clusters Score -1719154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1719190.000000 Penalty: 3140.931641
	Iteration 22Q: 3 clusters Score -1719190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1719219.625000 Penalty: 3140.931641
	Iteration 23Q: 3 clusters Score -1719220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1719246.125000 Penalty: 3140.931641
	Iteration 24Q: 3 clusters Score -1719246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1719276.000000 Penalty: 3140.931641
	Iteration 25Q: 3 clusters Score -1719276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1719301.375000 Penalty: 3140.931641
	Iteration 26Q: 3 clusters Score -1719301 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1719318.125000 Penalty: 3140.931641
	Iteration 27Q: 3 clusters Score -1719318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1719342.375000 Penalty: 3140.931641
	Iteration 28Q: 3 clusters Score -1719342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1719365.875000 Penalty: 3140.931641
	Iteration 29Q: 3 clusters Score -1719366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1719394.250000 Penalty: 3140.931641
	Iteration 30Q: 3 clusters Score -1719394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1719420.125000 Penalty: 3140.931641
	Iteration 31Q: 3 clusters Score -1719420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1719438.625000 Penalty: 3140.931641
	Iteration 32Q: 3 clusters Score -1719439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1719451.375000 Penalty: 3140.931641
	Iteration 33Q: 3 clusters Score -1719451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1719472.000000 Penalty: 3140.931641
	Iteration 34Q: 3 clusters Score -1719472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1719487.875000 Penalty: 3140.931641
	Iteration 35Q: 3 clusters Score -1719488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1719503.500000 Penalty: 3140.931641
	Iteration 36Q: 3 clusters Score -1719504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1719541.000000 Penalty: 3140.931641
	Iteration 37Q: 3 clusters Score -1719541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1719557.500000 Penalty: 3140.931641
	Iteration 38Q: 3 clusters Score -1719558 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1719587.000000 Penalty: 3140.931641
	Iteration 39Q: 3 clusters Score -1719587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1719601.750000 Penalty: 3140.931641
	Iteration 40F: 3 clusters Score -1719602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1719619.875000 Penalty: 3140.931641
	Iteration 41Q: 3 clusters Score -1719620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1719640.125000 Penalty: 3140.931641
	Iteration 42Q: 3 clusters Score -1719640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1719655.875000 Penalty: 3140.931641
	Iteration 43Q: 3 clusters Score -1719656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1719678.875000 Penalty: 3140.931641
	Iteration 44Q: 3 clusters Score -1719679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1719699.000000 Penalty: 3140.931641
	Iteration 45Q: 3 clusters Score -1719699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1719712.000000 Penalty: 3140.931641
	Iteration 46Q: 3 clusters Score -1719712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1719731.500000 Penalty: 3140.931641
	Iteration 47Q: 3 clusters Score -1719732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1719745.750000 Penalty: 3140.931641
	Iteration 48Q: 3 clusters Score -1719746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1719756.875000 Penalty: 3140.931641
	Iteration 49Q: 3 clusters Score -1719757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1719768.000000 Penalty: 3140.931641
	Iteration 50Q: 3 clusters Score -1719768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1719776.250000 Penalty: 3140.931641
	Iteration 51Q: 3 clusters Score -1719776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1719794.250000 Penalty: 3140.931641
	Iteration 52Q: 3 clusters Score -1719794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1719816.125000 Penalty: 3140.931641
	Iteration 53Q: 3 clusters Score -1719816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1719830.000000 Penalty: 3140.931641
	Iteration 54Q: 3 clusters Score -1719830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1719844.750000 Penalty: 3140.931641
	Iteration 55Q: 3 clusters Score -1719845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1719856.125000 Penalty: 3140.931641
	Iteration 56Q: 3 clusters Score -1719856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1719865.500000 Penalty: 3140.931641
	Iteration 57Q: 3 clusters Score -1719866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1719877.000000 Penalty: 3140.931641
	Iteration 58Q: 3 clusters Score -1719877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1719894.000000 Penalty: 3140.931641
	Iteration 59Q: 3 clusters Score -1719894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1719900.750000 Penalty: 3140.931641
	Iteration 60F: 3 clusters Score -1719901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1719909.625000 Penalty: 3140.931641
	Iteration 61Q: 3 clusters Score -1719910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1719919.750000 Penalty: 3140.931641
	Iteration 62Q: 3 clusters Score -1719920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1719922.375000 Penalty: 3140.931641
	Iteration 63Q: 3 clusters Score -1719922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1719925.125000 Penalty: 3140.931641
	Iteration 64Q: 3 clusters Score -1719925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1719926.125000 Penalty: 3140.931641
	Iteration 65Q: 3 clusters Score -1719926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1719927.125000 Penalty: 3140.931641
	Iteration 66Q: 3 clusters Score -1719927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1719927.500000 Penalty: 3140.931641
	Iteration 67Q: 3 clusters Score -1719928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1719929.000000 Penalty: 3140.931641
	Iteration 68Q: 3 clusters Score -1719929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1719929.750000 Penalty: 3140.931641
	Iteration 69Q: 3 clusters Score -1719930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1719930.750000 Penalty: 3140.931641
	Iteration 70Q: 3 clusters Score -1719931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1719930.375000 Penalty: 3140.931641
	Iteration 71Q: 3 clusters Score -1719930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1719929.750000 Penalty: 3140.931641
	Iteration 72Q: 3 clusters Score -1719930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1719930.750000 Penalty: 3140.931641
	Iteration 73Q: 3 clusters Score -1719931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1719928.875000 Penalty: 3140.931641
	Iteration 74Q: 3 clusters Score -1719929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1719933.125000 Penalty: 3140.931641
	Iteration 75Q: 3 clusters Score -1719933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1719932.125000 Penalty: 3140.931641
	Iteration 76Q: 3 clusters Score -1719932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1719933.375000 Penalty: 3140.931641
	Iteration 77Q: 3 clusters Score -1719933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1719934.125000 Penalty: 3140.931641
	Iteration 78Q: 3 clusters Score -1719934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1719935.625000 Penalty: 3140.931641
	Iteration 79Q: 3 clusters Score -1719936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1719938.875000 Penalty: 3140.931641
	Iteration 80F: 3 clusters Score -1719939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1719937.625000 Penalty: 3140.931641
	Iteration 81Q: 3 clusters Score -1719938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1719940.250000 Penalty: 3140.931641
	Iteration 82Q: 3 clusters Score -1719940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1719940.250000 Penalty: 3140.931641
	Iteration 83F: 3 clusters Score -1719940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -13290.708008 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -13290.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12703.165039 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -12703.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12844.829102 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -12844.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12894.972656 Penalty: 1667.217041
	Iteration 2F: 3 clusters Score -12894.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13024.725586 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -13024.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13065.727539 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -13065.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13082.440430 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -13082.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13092.175781 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -13092.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13165.541992 Penalty: 1667.217041
	Iteration 7Q: 3 clusters Score -13165.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13171.925781 Penalty: 1667.217041
	Iteration 8Q: 3 clusters Score -13171.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13171.925781 Penalty: 1667.217041
	Iteration 9F: 3 clusters Score -13171.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -347462.500000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -347462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -344362.687500 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -344362.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -345109.281250 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -345109.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -345285.125000 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -345285.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345413.500000 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -345413.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -345509.750000 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -345509.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -345577.187500 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -345577.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -345625.843750 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -345625.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -345684.531250 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -345684.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -345741.625000 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -345741.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -345794.406250 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -345794.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -345841.312500 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -345841.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -345903.812500 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -345903.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -345955.500000 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -345955.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -345996.593750 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -345996.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -346036.125000 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -346036.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -346078.593750 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -346078.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -346122.218750 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -346122.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -346165.750000 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -346165.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -346199.968750 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -346200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -346226.281250 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -346226.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -346248.968750 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -346249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -346273.187500 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -346273.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -346291.843750 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -346291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -346303.312500 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -346303.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -346312.000000 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -346312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -346318.906250 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -346318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -346327.531250 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -346327.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -346334.781250 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -346334.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -346339.843750 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -346339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -346344.031250 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -346344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -346348.125000 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -346348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -346351.562500 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -346351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -346353.187500 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -346353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -346355.125000 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -346355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -346356.437500 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -346356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -346356.468750 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -346356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -346357.625000 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -346357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -346357.875000 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -346357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -346358.062500 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -346358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -346358.062500 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -346358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -346359.312500 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -346359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -346360.031250 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -346360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -346360.906250 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -346360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -346363.312500 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -346363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -346364.687500 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -346364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -346364.843750 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -346364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -346365.031250 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -346365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -346365.593750 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -346365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -346365.750000 Penalty: 2658.877197
	Iteration 48Q: 3 clusters Score -346365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -346368.406250 Penalty: 2658.877197
	Iteration 49Q: 3 clusters Score -346368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -346369.375000 Penalty: 2658.877197
	Iteration 50Q: 3 clusters Score -346369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -346369.812500 Penalty: 2658.877197
	Iteration 51Q: 3 clusters Score -346369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -346370.406250 Penalty: 2658.877197
	Iteration 52Q: 3 clusters Score -346370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -346370.562500 Penalty: 2658.877197
	Iteration 53Q: 3 clusters Score -346370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -346370.406250 Penalty: 2658.877197
	Iteration 54Q: 3 clusters Score -346370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -346370.406250 Penalty: 2658.877197
	Iteration 55F: 3 clusters Score -346370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -160594.046875 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -160594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158802.078125 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -158802.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159153.609375 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -159153.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -159226.781250 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -159226.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159275.562500 Penalty: 2383.869141
	Iteration 3Q: 3 clusters Score -159275.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159300.296875 Penalty: 2383.869141
	Iteration 4Q: 3 clusters Score -159300.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159314.468750 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -159314.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -159331.468750 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -159331.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -159348.328125 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -159348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159360.046875 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -159360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159369.812500 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -159369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159378.328125 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -159378.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159384.484375 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -159384.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -159397.296875 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -159397.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -159413.312500 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -159413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159418.953125 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -159419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -159424.046875 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -159424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -159429.078125 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -159429.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159432.640625 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -159432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -159435.031250 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -159435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -159436.093750 Penalty: 2383.869141
	Iteration 19Q: 3 clusters Score -159436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159436.921875 Penalty: 2383.869141
	Iteration 20F: 3 clusters Score -159436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159438.640625 Penalty: 2383.869141
	Iteration 21Q: 3 clusters Score -159438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -159440.187500 Penalty: 2383.869141
	Iteration 22Q: 3 clusters Score -159440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159441.328125 Penalty: 2383.869141
	Iteration 23Q: 3 clusters Score -159441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159442.468750 Penalty: 2383.869141
	Iteration 24Q: 3 clusters Score -159442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -159443.609375 Penalty: 2383.869141
	Iteration 25Q: 3 clusters Score -159443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159444.156250 Penalty: 2383.869141
	Iteration 26Q: 3 clusters Score -159444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159444.718750 Penalty: 2383.869141
	Iteration 27Q: 3 clusters Score -159444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -159445.265625 Penalty: 2383.869141
	Iteration 28Q: 3 clusters Score -159445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -159447.468750 Penalty: 2383.869141
	Iteration 29Q: 3 clusters Score -159447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -159451.718750 Penalty: 2383.869141
	Iteration 30Q: 3 clusters Score -159451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -159456.671875 Penalty: 2383.869141
	Iteration 31Q: 3 clusters Score -159456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -159460.281250 Penalty: 2383.869141
	Iteration 32Q: 3 clusters Score -159460.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -159462.078125 Penalty: 2383.869141
	Iteration 33Q: 3 clusters Score -159462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -159464.921875 Penalty: 2383.869141
	Iteration 34Q: 3 clusters Score -159464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -159466.140625 Penalty: 2383.869141
	Iteration 35Q: 3 clusters Score -159466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159466.625000 Penalty: 2383.869141
	Iteration 36Q: 3 clusters Score -159466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -159467.093750 Penalty: 2383.869141
	Iteration 37Q: 3 clusters Score -159467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -159467.671875 Penalty: 2383.869141
	Iteration 38Q: 3 clusters Score -159467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159468.031250 Penalty: 2383.869141
	Iteration 39Q: 3 clusters Score -159468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -159468.906250 Penalty: 2383.869141
	Iteration 40F: 3 clusters Score -159468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159469.765625 Penalty: 2383.869141
	Iteration 41Q: 3 clusters Score -159469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159470.968750 Penalty: 2383.869141
	Iteration 42Q: 3 clusters Score -159471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159470.968750 Penalty: 2383.869141
	Iteration 43F: 3 clusters Score -159471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Entering Unmasked Estep 
Score: -6269011.000000 Penalty: 1783.574219
	Iteration 0F: 2 clusters Score -6269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6230107.000000 Penalty: 3567.148438
	Iteration 0F: 3 clusters Score -6230107 nChanged 27468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6245935.500000 Penalty: 3567.148438
	Iteration 1F: 3 clusters Score -6245936 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -6247252.000000 Penalty: 3567.148438
	Iteration 2Q: 3 clusters Score -6247252 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -6249508.000000 Penalty: 3567.148438
	Iteration 3F: 3 clusters Score -6249508 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -6253158.000000 Penalty: 3567.148438
	Iteration 4F: 3 clusters Score -6253158 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6257877.500000 Penalty: 3567.148438
	Iteration 5F: 3 clusters Score -6257878 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -6262820.500000 Penalty: 3567.148438
	Iteration 6F: 3 clusters Score -6262820 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6266081.000000 Penalty: 3567.148438
	Iteration 7F: 3 clusters Score -6266081 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -6267074.500000 Penalty: 3567.148438
	Iteration 8Q: 3 clusters Score -6267074 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -6267419.500000 Penalty: 3567.148438
	Iteration 9Q: 3 clusters Score -6267420 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -6267635.500000 Penalty: 3567.148438
	Iteration 10Q: 3 clusters Score -6267636 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -6267742.000000 Penalty: 3567.148438
	Iteration 11Q: 3 clusters Score -6267742 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -6267790.500000 Penalty: 3567.148438
	Iteration 12Q: 3 clusters Score -6267790 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -6267839.500000 Penalty: 3567.148438
	Iteration 13Q: 3 clusters Score -6267840 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -6267855.000000 Penalty: 3567.148438
	Iteration 14Q: 3 clusters Score -6267855 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6267895.500000 Penalty: 3567.148438
	Iteration 15Q: 3 clusters Score -6267896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -6267919.000000 Penalty: 3567.148438
	Iteration 16Q: 3 clusters Score -6267919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -6267902.500000 Penalty: 3567.148438
	Iteration 17Q: 3 clusters Score -6267902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -6267910.000000 Penalty: 3567.148438
	Iteration 18Q: 3 clusters Score -6267910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -6267916.000000 Penalty: 3567.148438
	Iteration 19Q: 3 clusters Score -6267916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6267935.000000 Penalty: 3567.148438
	Iteration 20F: 3 clusters Score -6267935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6267935.500000 Penalty: 3567.148438
	Iteration 21Q: 3 clusters Score -6267936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -6267949.000000 Penalty: 3567.148438
	Iteration 22Q: 3 clusters Score -6267949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -6267959.000000 Penalty: 3567.148438
	Iteration 23Q: 3 clusters Score -6267959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6267945.500000 Penalty: 3567.148438
	Iteration 24Q: 3 clusters Score -6267946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -6267954.500000 Penalty: 3567.148438
	Iteration 25Q: 3 clusters Score -6267954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6267949.000000 Penalty: 3567.148438
	Iteration 26Q: 3 clusters Score -6267949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6267957.500000 Penalty: 3567.148438
	Iteration 27Q: 3 clusters Score -6267958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6267949.500000 Penalty: 3567.148438
	Iteration 28Q: 3 clusters Score -6267950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -6267935.000000 Penalty: 3567.148438
	Iteration 29Q: 3 clusters Score -6267935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6267948.000000 Penalty: 3567.148438
	Iteration 30Q: 3 clusters Score -6267948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -6267955.000000 Penalty: 3567.148438
	Iteration 31Q: 3 clusters Score -6267955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -6267955.500000 Penalty: 3567.148438
	Iteration 32Q: 3 clusters Score -6267956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -6267961.500000 Penalty: 3567.148438
	Iteration 33Q: 3 clusters Score -6267962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6267963.000000 Penalty: 3567.148438
	Iteration 34Q: 3 clusters Score -6267963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6267962.000000 Penalty: 3567.148438
	Iteration 35Q: 3 clusters Score -6267962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6267956.500000 Penalty: 3567.148438
	Iteration 36Q: 3 clusters Score -6267956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -6267954.500000 Penalty: 3567.148438
	Iteration 37Q: 3 clusters Score -6267954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6267954.500000 Penalty: 3567.148438
	Iteration 38Q: 3 clusters Score -6267954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -6267951.500000 Penalty: 3567.148438
	Iteration 39Q: 3 clusters Score -6267952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -6267946.000000 Penalty: 3567.148438
	Iteration 40F: 3 clusters Score -6267946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -6267948.000000 Penalty: 3567.148438
	Iteration 41Q: 3 clusters Score -6267948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6267939.000000 Penalty: 3567.148438
	Iteration 42Q: 3 clusters Score -6267939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -6267945.500000 Penalty: 3567.148438
	Iteration 43Q: 3 clusters Score -6267946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -6267945.000000 Penalty: 3567.148438
	Iteration 44Q: 3 clusters Score -6267945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6267947.500000 Penalty: 3567.148438
	Iteration 45Q: 3 clusters Score -6267948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6267947.500000 Penalty: 3567.148438
	Iteration 46Q: 3 clusters Score -6267948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -6267940.500000 Penalty: 3567.148438
	Iteration 47Q: 3 clusters Score -6267940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6267942.500000 Penalty: 3567.148438
	Iteration 48Q: 3 clusters Score -6267942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -6267942.000000 Penalty: 3567.148438
	Iteration 49Q: 3 clusters Score -6267942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -6267937.000000 Penalty: 3567.148438
	Iteration 50Q: 3 clusters Score -6267937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -6267932.500000 Penalty: 3567.148438
	Iteration 51Q: 3 clusters Score -6267932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -6267939.500000 Penalty: 3567.148438
	Iteration 52Q: 3 clusters Score -6267940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -6267941.500000 Penalty: 3567.148438
	Iteration 53Q: 3 clusters Score -6267942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6267942.000000 Penalty: 3567.148438
	Iteration 54Q: 3 clusters Score -6267942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6267944.500000 Penalty: 3567.148438
	Iteration 55Q: 3 clusters Score -6267944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -6267945.500000 Penalty: 3567.148438
	Iteration 56Q: 3 clusters Score -6267946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -6267946.500000 Penalty: 3567.148438
	Iteration 57Q: 3 clusters Score -6267946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6267948.000000 Penalty: 3567.148438
	Iteration 58Q: 3 clusters Score -6267948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -6267946.000000 Penalty: 3567.148438
	Iteration 59Q: 3 clusters Score -6267946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -6267947.000000 Penalty: 3567.148438
	Iteration 60F: 3 clusters Score -6267947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -519132.031250 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -519132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -515251.000000 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -515251 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -516269.375000 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -516269.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -516433.156250 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -516433.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -516562.375000 Penalty: 2754.075195
	Iteration 3Q: 3 clusters Score -516562.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -516659.406250 Penalty: 2754.075195
	Iteration 4Q: 3 clusters Score -516659.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -516723.343750 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -516723.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -516787.750000 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -516787.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -516844.687500 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -516844.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -516896.531250 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -516896.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -516943.656250 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -516943.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -516983.625000 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -516983.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -517023.281250 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -517023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -517057.375000 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -517057.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -517090.843750 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -517090.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -517122.656250 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -517122.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -517157.093750 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -517157.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -517192.500000 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -517192.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -517221.093750 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -517221.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -517245.781250 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -517245.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -517277.250000 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -517277.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -517305.281250 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -517305.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -517331.750000 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -517331.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -517358.031250 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -517358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -517380.687500 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -517380.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -517406.656250 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -517406.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -517433.093750 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -517433.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -517464.812500 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -517464.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -517485.406250 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -517485.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -517503.468750 Penalty: 2754.075195
	Iteration 28Q: 3 clusters Score -517503.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -517521.343750 Penalty: 2754.075195
	Iteration 29Q: 3 clusters Score -517521.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -517533.187500 Penalty: 2754.075195
	Iteration 30Q: 3 clusters Score -517533.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -517543.593750 Penalty: 2754.075195
	Iteration 31Q: 3 clusters Score -517543.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -517551.125000 Penalty: 2754.075195
	Iteration 32Q: 3 clusters Score -517551.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -517558.625000 Penalty: 2754.075195
	Iteration 33Q: 3 clusters Score -517558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -517562.437500 Penalty: 2754.075195
	Iteration 34Q: 3 clusters Score -517562.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -517565.812500 Penalty: 2754.075195
	Iteration 35Q: 3 clusters Score -517565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -517570.000000 Penalty: 2754.075195
	Iteration 36Q: 3 clusters Score -517570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -517571.031250 Penalty: 2754.075195
	Iteration 37Q: 3 clusters Score -517571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -517573.781250 Penalty: 2754.075195
	Iteration 38Q: 3 clusters Score -517573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -517575.156250 Penalty: 2754.075195
	Iteration 39Q: 3 clusters Score -517575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -517575.375000 Penalty: 2754.075195
	Iteration 40F: 3 clusters Score -517575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -517577.125000 Penalty: 2754.075195
	Iteration 41Q: 3 clusters Score -517577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -517579.000000 Penalty: 2754.075195
	Iteration 42Q: 3 clusters Score -517579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -517580.906250 Penalty: 2754.075195
	Iteration 43Q: 3 clusters Score -517580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -517584.593750 Penalty: 2754.075195
	Iteration 44Q: 3 clusters Score -517584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -517586.187500 Penalty: 2754.075195
	Iteration 45Q: 3 clusters Score -517586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -517587.687500 Penalty: 2754.075195
	Iteration 46Q: 3 clusters Score -517587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -517589.781250 Penalty: 2754.075195
	Iteration 47Q: 3 clusters Score -517589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -517590.656250 Penalty: 2754.075195
	Iteration 48Q: 3 clusters Score -517590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -517591.843750 Penalty: 2754.075195
	Iteration 49Q: 3 clusters Score -517591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -517591.250000 Penalty: 2754.075195
	Iteration 50Q: 3 clusters Score -517591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -517593.031250 Penalty: 2754.075195
	Iteration 51Q: 3 clusters Score -517593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -517593.906250 Penalty: 2754.075195
	Iteration 52Q: 3 clusters Score -517593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -517594.000000 Penalty: 2754.075195
	Iteration 53Q: 3 clusters Score -517594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -517595.687500 Penalty: 2754.075195
	Iteration 54Q: 3 clusters Score -517595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -517597.937500 Penalty: 2754.075195
	Iteration 55Q: 3 clusters Score -517597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -517600.312500 Penalty: 2754.075195
	Iteration 56Q: 3 clusters Score -517600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -517601.562500 Penalty: 2754.075195
	Iteration 57Q: 3 clusters Score -517601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -517602.843750 Penalty: 2754.075195
	Iteration 58Q: 3 clusters Score -517602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -517604.125000 Penalty: 2754.075195
	Iteration 59Q: 3 clusters Score -517604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -517606.000000 Penalty: 2754.075195
	Iteration 60F: 3 clusters Score -517606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -517608.312500 Penalty: 2754.075195
	Iteration 61Q: 3 clusters Score -517608.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -517609.000000 Penalty: 2754.075195
	Iteration 62Q: 3 clusters Score -517609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -517609.968750 Penalty: 2754.075195
	Iteration 63Q: 3 clusters Score -517610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -517610.218750 Penalty: 2754.075195
	Iteration 64Q: 3 clusters Score -517610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -517610.218750 Penalty: 2754.075195
	Iteration 65Q: 3 clusters Score -517610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -517610.406250 Penalty: 2754.075195
	Iteration 66Q: 3 clusters Score -517610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -517610.125000 Penalty: 2754.075195
	Iteration 67Q: 3 clusters Score -517610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -517610.468750 Penalty: 2754.075195
	Iteration 68Q: 3 clusters Score -517610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -517611.593750 Penalty: 2754.075195
	Iteration 69Q: 3 clusters Score -517611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -517611.875000 Penalty: 2754.075195
	Iteration 70Q: 3 clusters Score -517611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -517611.875000 Penalty: 2754.075195
	Iteration 71F: 3 clusters Score -517611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Entering Unmasked Estep 
Score: -17707768.000000 Penalty: 1952.571777
	Iteration 0F: 2 clusters Score -1.770777e+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 82415 members 
Entering Unmasked Estep 
Score: -17603216.000000 Penalty: 3905.143555
	Iteration 0F: 3 clusters Score -1.760322e+07 nChanged 79785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -17650074.000000 Penalty: 3905.143555
	Iteration 1F: 3 clusters Score -1.765007e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -17650980.000000 Penalty: 3905.143555
	Iteration 2Q: 3 clusters Score -1.765098e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -17652180.000000 Penalty: 3905.143555
	Iteration 3Q: 3 clusters Score -1.765218e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -17653892.000000 Penalty: 3905.143555
	Iteration 4Q: 3 clusters Score -1.765389e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -17656962.000000 Penalty: 3905.143555
	Iteration 5Q: 3 clusters Score -1.765696e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -17662194.000000 Penalty: 3905.143555
	Iteration 6F: 3 clusters Score -1.766219e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -17670830.000000 Penalty: 3905.143555
	Iteration 7F: 3 clusters Score -1.767083e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133460 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -17682652.000000 Penalty: 3905.143555
	Iteration 8F: 3 clusters Score -1.768265e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146406 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -17694594.000000 Penalty: 3905.143555
	Iteration 9F: 3 clusters Score -1.769459e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -17701634.000000 Penalty: 3905.143555
	Iteration 10F: 3 clusters Score -1.770163e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -17704530.000000 Penalty: 3905.143555
	Iteration 11Q: 3 clusters Score -1.770453e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -17705606.000000 Penalty: 3905.143555
	Iteration 12Q: 3 clusters Score -1.770561e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17705936.000000 Penalty: 3905.143555
	Iteration 13Q: 3 clusters Score -1.770594e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17706104.000000 Penalty: 3905.143555
	Iteration 14Q: 3 clusters Score -1.77061e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17706166.000000 Penalty: 3905.143555
	Iteration 15Q: 3 clusters Score -1.770617e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164779 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17706270.000000 Penalty: 3905.143555
	Iteration 16Q: 3 clusters Score -1.770627e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164816 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17706276.000000 Penalty: 3905.143555
	Iteration 17Q: 3 clusters Score -1.770628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -17706308.000000 Penalty: 3905.143555
	Iteration 18Q: 3 clusters Score -1.770631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164876 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17706330.000000 Penalty: 3905.143555
	Iteration 19Q: 3 clusters Score -1.770633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -17706352.000000 Penalty: 3905.143555
	Iteration 20F: 3 clusters Score -1.770635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -17706352.000000 Penalty: 3905.143555
	Iteration 21Q: 3 clusters Score -1.770635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -17706350.000000 Penalty: 3905.143555
	Iteration 22Q: 3 clusters Score -1.770635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706360.000000 Penalty: 3905.143555
	Iteration 23Q: 3 clusters Score -1.770636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706366.000000 Penalty: 3905.143555
	Iteration 24Q: 3 clusters Score -1.770637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17706362.000000 Penalty: 3905.143555
	Iteration 25Q: 3 clusters Score -1.770636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706374.000000 Penalty: 3905.143555
	Iteration 26Q: 3 clusters Score -1.770637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706390.000000 Penalty: 3905.143555
	Iteration 27Q: 3 clusters Score -1.770639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -17706396.000000 Penalty: 3905.143555
	Iteration 28Q: 3 clusters Score -1.77064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706408.000000 Penalty: 3905.143555
	Iteration 29Q: 3 clusters Score -1.770641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17706408.000000 Penalty: 3905.143555
	Iteration 30Q: 3 clusters Score -1.770641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -17706432.000000 Penalty: 3905.143555
	Iteration 31Q: 3 clusters Score -1.770643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -17706448.000000 Penalty: 3905.143555
	Iteration 32Q: 3 clusters Score -1.770645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -17706432.000000 Penalty: 3905.143555
	Iteration 33Q: 3 clusters Score -1.770643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17706442.000000 Penalty: 3905.143555
	Iteration 34Q: 3 clusters Score -1.770644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164890 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17706448.000000 Penalty: 3905.143555
	Iteration 35Q: 3 clusters Score -1.770645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17706454.000000 Penalty: 3905.143555
	Iteration 36Q: 3 clusters Score -1.770645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17706450.000000 Penalty: 3905.143555
	Iteration 37Q: 3 clusters Score -1.770645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -17706440.000000 Penalty: 3905.143555
	Iteration 38Q: 3 clusters Score -1.770644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17706456.000000 Penalty: 3905.143555
	Iteration 39Q: 3 clusters Score -1.770646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17706460.000000 Penalty: 3905.143555
	Iteration 40F: 3 clusters Score -1.770646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -17706470.000000 Penalty: 3905.143555
	Iteration 41Q: 3 clusters Score -1.770647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -17706468.000000 Penalty: 3905.143555
	Iteration 42Q: 3 clusters Score -1.770647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164900 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17706466.000000 Penalty: 3905.143555
	Iteration 43Q: 3 clusters Score -1.770647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17706472.000000 Penalty: 3905.143555
	Iteration 44Q: 3 clusters Score -1.770647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17706476.000000 Penalty: 3905.143555
	Iteration 45Q: 3 clusters Score -1.770648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17706486.000000 Penalty: 3905.143555
	Iteration 46Q: 3 clusters Score -1.770649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17706484.000000 Penalty: 3905.143555
	Iteration 47Q: 3 clusters Score -1.770648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -17706484.000000 Penalty: 3905.143555
	Iteration 48F: 3 clusters Score -1.770648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 194000 members 
Mstep: Class 3 contains 25829 members 
Mstep: Class 4 contains 6097 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12764 members 
Mstep: Class 10 contains 202827 members 
Mstep: Class 11 contains 57549 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 21730 members 
Mstep: Class 14 contains 15747 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 58445 members 
Mstep: Class 21 contains 4789 members 
Mstep: Class 22 contains 165351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464960.000000 Penalty: 44211.253906
Iteration 399Q: 21 clusters Score -8.446496e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 193413 members 
Mstep: Class 3 contains 25998 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12767 members 
Mstep: Class 10 contains 203997 members 
Mstep: Class 11 contains 57568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 21723 members 
Mstep: Class 14 contains 16008 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 57201 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 165607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465088.000000 Penalty: 44211.253906
Iteration 400F: 21 clusters Score -8.446509e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 192947 members 
Mstep: Class 3 contains 26156 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 10960 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12769 members 
Mstep: Class 10 contains 205168 members 
Mstep: Class 11 contains 57591 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 16233 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 55869 members 
Mstep: Class 21 contains 4815 members 
Mstep: Class 22 contains 165837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465472.000000 Penalty: 44211.253906
Iteration 401Q: 21 clusters Score -8.446547e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 192442 members 
Mstep: Class 3 contains 26328 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 5 contains 10945 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 16268 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 206319 members 
Mstep: Class 11 contains 57605 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 21718 members 
Mstep: Class 14 contains 16442 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 54643 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 166049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465248.000000 Penalty: 44211.253906
Iteration 402Q: 21 clusters Score -8.446525e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 191972 members 
Mstep: Class 3 contains 26506 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 10936 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 16275 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 207426 members 
Mstep: Class 11 contains 57629 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 21715 members 
Mstep: Class 14 contains 16628 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3573 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 53449 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 166251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465504.000000 Penalty: 44211.253906
Iteration 403Q: 21 clusters Score -8.44655e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 191500 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 10929 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12758 members 
Mstep: Class 10 contains 208514 members 
Mstep: Class 11 contains 57626 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 16809 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 52327 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 166454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465512.000000 Penalty: 44211.253906
Iteration 404Q: 21 clusters Score -8.446551e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 190984 members 
Mstep: Class 3 contains 26809 members 
Mstep: Class 4 contains 6093 members 
Mstep: Class 5 contains 10917 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 16297 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12751 members 
Mstep: Class 10 contains 209617 members 
Mstep: Class 11 contains 57636 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 21716 members 
Mstep: Class 14 contains 16966 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 51239 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 166688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465800.000000 Penalty: 44211.253906
Iteration 405Q: 21 clusters Score -8.44658e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 190557 members 
Mstep: Class 3 contains 26934 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 10907 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 16316 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12760 members 
Mstep: Class 10 contains 210678 members 
Mstep: Class 11 contains 57624 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 17134 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 50133 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 166877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465976.000000 Penalty: 44211.253906
Iteration 406Q: 21 clusters Score -8.446598e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 190127 members 
Mstep: Class 3 contains 27048 members 
Mstep: Class 4 contains 6098 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 16324 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 211798 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 21718 members 
Mstep: Class 14 contains 17255 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 49068 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 167065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466072.000000 Penalty: 44211.253906
Iteration 407Q: 21 clusters Score -8.446607e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 189692 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 6100 members 
Mstep: Class 5 contains 10890 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 16336 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 10 contains 212883 members 
Mstep: Class 11 contains 57556 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 17397 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 48057 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 167219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466136.000000 Penalty: 44211.253906
Iteration 408Q: 21 clusters Score -8.446614e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 189211 members 
Mstep: Class 3 contains 27254 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 10887 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12781 members 
Mstep: Class 10 contains 213990 members 
Mstep: Class 11 contains 57509 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 21717 members 
Mstep: Class 14 contains 17542 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 47062 members 
Mstep: Class 21 contains 4837 members 
Mstep: Class 22 contains 167400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466488.000000 Penalty: 44211.253906
Iteration 409Q: 21 clusters Score -8.446649e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 188704 members 
Mstep: Class 3 contains 27363 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 10875 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 16353 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 215081 members 
Mstep: Class 11 contains 57468 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 21714 members 
Mstep: Class 14 contains 17687 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 46062 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 167606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466528.000000 Penalty: 44211.253906
Iteration 410Q: 21 clusters Score -8.446653e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 188253 members 
Mstep: Class 3 contains 27481 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 10871 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 16361 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12783 members 
Mstep: Class 10 contains 216158 members 
Mstep: Class 11 contains 57446 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 21718 members 
Mstep: Class 14 contains 17812 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 45080 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 167753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466544.000000 Penalty: 44211.253906
Iteration 411Q: 21 clusters Score -8.446654e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 187799 members 
Mstep: Class 3 contains 27602 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 16367 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12780 members 
Mstep: Class 10 contains 217204 members 
Mstep: Class 11 contains 57429 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 44128 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 167891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466680.000000 Penalty: 44211.253906
Iteration 412Q: 21 clusters Score -8.446668e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 187233 members 
Mstep: Class 3 contains 27725 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 10856 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 7 contains 16373 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12792 members 
Mstep: Class 10 contains 218321 members 
Mstep: Class 11 contains 57400 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 21706 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 43243 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 168009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466936.000000 Penalty: 44211.253906
Iteration 413Q: 21 clusters Score -8.446694e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 186646 members 
Mstep: Class 3 contains 27852 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 16377 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12800 members 
Mstep: Class 10 contains 219427 members 
Mstep: Class 11 contains 57401 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 21709 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3563 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 42375 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 168112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467408.000000 Penalty: 44211.253906
Iteration 414Q: 21 clusters Score -8.446741e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 186168 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 10846 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 16379 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12799 members 
Mstep: Class 10 contains 220495 members 
Mstep: Class 11 contains 57389 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 21710 members 
Mstep: Class 14 contains 18346 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 41476 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 168198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467512.000000 Penalty: 44211.253906
Iteration 415Q: 21 clusters Score -8.446751e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 185607 members 
Mstep: Class 3 contains 28086 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 16380 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12799 members 
Mstep: Class 10 contains 221675 members 
Mstep: Class 11 contains 57345 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 21704 members 
Mstep: Class 14 contains 18460 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 40650 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 168263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467736.000000 Penalty: 44211.253906
Iteration 416Q: 21 clusters Score -8.446774e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 185028 members 
Mstep: Class 3 contains 28231 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 10825 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 16386 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 222824 members 
Mstep: Class 11 contains 57287 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 18574 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 39849 members 
Mstep: Class 21 contains 4875 members 
Mstep: Class 22 contains 168305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468184.000000 Penalty: 44211.253906
Iteration 417Q: 21 clusters Score -8.446818e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 184450 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 6113 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 16387 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 224003 members 
Mstep: Class 11 contains 57244 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 21696 members 
Mstep: Class 14 contains 18653 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 39097 members 
Mstep: Class 21 contains 4877 members 
Mstep: Class 22 contains 168312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468248.000000 Penalty: 44211.253906
Iteration 418Q: 21 clusters Score -8.446825e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 183891 members 
Mstep: Class 3 contains 28495 members 
Mstep: Class 4 contains 6115 members 
Mstep: Class 5 contains 10803 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12783 members 
Mstep: Class 10 contains 225145 members 
Mstep: Class 11 contains 57226 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 21690 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 38323 members 
Mstep: Class 21 contains 4885 members 
Mstep: Class 22 contains 168322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468408.000000 Penalty: 44211.253906
Iteration 419Q: 21 clusters Score -8.446841e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 183242 members 
Mstep: Class 3 contains 28625 members 
Mstep: Class 4 contains 6120 members 
Mstep: Class 5 contains 10802 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 16389 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12770 members 
Mstep: Class 10 contains 226397 members 
Mstep: Class 11 contains 57183 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 21678 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 37614 members 
Mstep: Class 21 contains 4896 members 
Mstep: Class 22 contains 168283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468904.000000 Penalty: 44211.253906
Iteration 420F: 21 clusters Score -8.44689e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 182564 members 
Mstep: Class 3 contains 28743 members 
Mstep: Class 4 contains 6123 members 
Mstep: Class 5 contains 10797 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 16391 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 227711 members 
Mstep: Class 11 contains 57134 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 21670 members 
Mstep: Class 14 contains 18875 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 36915 members 
Mstep: Class 21 contains 4897 members 
Mstep: Class 22 contains 168241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469560.000000 Penalty: 44211.253906
Iteration 421Q: 21 clusters Score -8.446956e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 181872 members 
Mstep: Class 3 contains 28844 members 
Mstep: Class 4 contains 6128 members 
Mstep: Class 5 contains 10795 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12757 members 
Mstep: Class 10 contains 229072 members 
Mstep: Class 11 contains 57057 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 18937 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 36240 members 
Mstep: Class 21 contains 4901 members 
Mstep: Class 22 contains 168187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470120.000000 Penalty: 44211.253906
Iteration 422Q: 21 clusters Score -8.447012e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 181239 members 
Mstep: Class 3 contains 28926 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 16401 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12754 members 
Mstep: Class 10 contains 230413 members 
Mstep: Class 11 contains 57005 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 19010 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3554 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 35540 members 
Mstep: Class 21 contains 4911 members 
Mstep: Class 22 contains 168106 members 
Entering Unmasked Estep 
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Iteration 423Q: 21 clusters Score -8.447038e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 180644 members 
Mstep: Class 3 contains 29019 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 16402 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12755 members 
Mstep: Class 10 contains 231680 members 
Mstep: Class 11 contains 56973 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 19088 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 34839 members 
Mstep: Class 21 contains 4922 members 
Mstep: Class 22 contains 168029 members 
Entering Unmasked Estep 
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Iteration 424Q: 21 clusters Score -8.447076e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 180199 members 
Mstep: Class 3 contains 29121 members 
Mstep: Class 4 contains 6134 members 
Mstep: Class 5 contains 10767 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 16397 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12751 members 
Mstep: Class 10 contains 232909 members 
Mstep: Class 11 contains 56922 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 21657 members 
Mstep: Class 14 contains 19145 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 34081 members 
Mstep: Class 21 contains 4920 members 
Mstep: Class 22 contains 167939 members 
Entering Unmasked Estep 
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Iteration 425Q: 21 clusters Score -8.447132e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 179786 members 
Mstep: Class 3 contains 29229 members 
Mstep: Class 4 contains 6137 members 
Mstep: Class 5 contains 10766 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 16397 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 234032 members 
Mstep: Class 11 contains 56896 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 21653 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 167836 members 
Entering Unmasked Estep 
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Iteration 426Q: 21 clusters Score -8.44713e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 179455 members 
Mstep: Class 3 contains 29326 members 
Mstep: Class 4 contains 6139 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 16404 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 235115 members 
Mstep: Class 11 contains 56848 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 21654 members 
Mstep: Class 14 contains 19276 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 32580 members 
Mstep: Class 21 contains 4937 members 
Mstep: Class 22 contains 167745 members 
Entering Unmasked Estep 
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Iteration 427Q: 21 clusters Score -8.447188e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 179136 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 6142 members 
Mstep: Class 5 contains 10745 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12751 members 
Mstep: Class 10 contains 236199 members 
Mstep: Class 11 contains 56787 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 21664 members 
Mstep: Class 14 contains 19343 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 31849 members 
Mstep: Class 21 contains 4939 members 
Mstep: Class 22 contains 167621 members 
Entering Unmasked Estep 
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Iteration 428Q: 21 clusters Score -8.44721e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 178864 members 
Mstep: Class 3 contains 29512 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 10734 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 16404 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12750 members 
Mstep: Class 10 contains 237221 members 
Mstep: Class 11 contains 56725 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 19412 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3522 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 31133 members 
Mstep: Class 21 contains 4942 members 
Mstep: Class 22 contains 167514 members 
Entering Unmasked Estep 
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Iteration 429Q: 21 clusters Score -8.44727e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 178629 members 
Mstep: Class 3 contains 29594 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12741 members 
Mstep: Class 10 contains 238233 members 
Mstep: Class 11 contains 56667 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 19463 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 30443 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 167391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472856.000000 Penalty: 44211.253906
Iteration 430Q: 21 clusters Score -8.447286e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 178451 members 
Mstep: Class 3 contains 29663 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12734 members 
Mstep: Class 10 contains 239195 members 
Mstep: Class 11 contains 56628 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 29761 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 167267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473216.000000 Penalty: 44211.253906
Iteration 431Q: 21 clusters Score -8.447322e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 178196 members 
Mstep: Class 3 contains 29722 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 16407 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12734 members 
Mstep: Class 10 contains 240191 members 
Mstep: Class 11 contains 56601 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 29120 members 
Mstep: Class 21 contains 4949 members 
Mstep: Class 22 contains 167142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473376.000000 Penalty: 44211.253906
Iteration 432Q: 21 clusters Score -8.447338e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 177959 members 
Mstep: Class 3 contains 29767 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 10682 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12728 members 
Mstep: Class 10 contains 241241 members 
Mstep: Class 11 contains 56547 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 21669 members 
Mstep: Class 14 contains 19531 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 28492 members 
Mstep: Class 21 contains 4949 members 
Mstep: Class 22 contains 167002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473600.000000 Penalty: 44211.253906
Iteration 433Q: 21 clusters Score -8.44736e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 177665 members 
Mstep: Class 3 contains 29804 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 10667 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 16401 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12731 members 
Mstep: Class 10 contains 242309 members 
Mstep: Class 11 contains 56516 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 19570 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 27881 members 
Mstep: Class 21 contains 4949 members 
Mstep: Class 22 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473888.000000 Penalty: 44211.253906
Iteration 434Q: 21 clusters Score -8.447389e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 177416 members 
Mstep: Class 3 contains 29842 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 10653 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12726 members 
Mstep: Class 10 contains 243398 members 
Mstep: Class 11 contains 56481 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 19594 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3496 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 27222 members 
Mstep: Class 21 contains 4953 members 
Mstep: Class 22 contains 166666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474304.000000 Penalty: 44211.253906
Iteration 435Q: 21 clusters Score -8.44743e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 177166 members 
Mstep: Class 3 contains 29875 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 10636 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 16400 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 10 contains 244494 members 
Mstep: Class 11 contains 56464 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 13 contains 21682 members 
Mstep: Class 14 contains 19625 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3492 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 26589 members 
Mstep: Class 21 contains 4956 members 
Mstep: Class 22 contains 166453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474408.000000 Penalty: 44211.253906
Iteration 436Q: 21 clusters Score -8.447441e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 176813 members 
Mstep: Class 3 contains 29894 members 
Mstep: Class 4 contains 6153 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12719 members 
Mstep: Class 10 contains 245733 members 
Mstep: Class 11 contains 56437 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 21687 members 
Mstep: Class 14 contains 19611 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 26013 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 166216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475144.000000 Penalty: 44211.253906
Iteration 437Q: 21 clusters Score -8.447514e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 176394 members 
Mstep: Class 3 contains 29910 members 
Mstep: Class 4 contains 6154 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 16397 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 247001 members 
Mstep: Class 11 contains 56391 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 21693 members 
Mstep: Class 14 contains 19611 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 25446 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 166012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475768.000000 Penalty: 44211.253906
Iteration 438Q: 21 clusters Score -8.447577e+07 nChanged 2896
Entering ConstructFrom: 
Score: -84475768.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (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: -566404.375000 Penalty: 1398.345581
	Iteration 0F: 2 clusters Score -566404.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -562084.500000 Penalty: 2796.691162
	Iteration 0F: 3 clusters Score -562084.5 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -563499.875000 Penalty: 2796.691162
	Iteration 1F: 3 clusters Score -563499.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -563802.375000 Penalty: 2796.691162
	Iteration 2F: 3 clusters Score -563802.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -564067.062500 Penalty: 2796.691162
	Iteration 3F: 3 clusters Score -564067.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -564342.812500 Penalty: 2796.691162
	Iteration 4F: 3 clusters Score -564342.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -564592.937500 Penalty: 2796.691162
	Iteration 5Q: 3 clusters Score -564592.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -564789.312500 Penalty: 2796.691162
	Iteration 6Q: 3 clusters Score -564789.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -564952.562500 Penalty: 2796.691162
	Iteration 7Q: 3 clusters Score -564952.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -565081.312500 Penalty: 2796.691162
	Iteration 8Q: 3 clusters Score -565081.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -565173.937500 Penalty: 2796.691162
	Iteration 9Q: 3 clusters Score -565173.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -565233.000000 Penalty: 2796.691162
	Iteration 10Q: 3 clusters Score -565233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -565281.187500 Penalty: 2796.691162
	Iteration 11Q: 3 clusters Score -565281.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -565331.750000 Penalty: 2796.691162
	Iteration 12Q: 3 clusters Score -565331.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -565375.187500 Penalty: 2796.691162
	Iteration 13Q: 3 clusters Score -565375.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -565399.625000 Penalty: 2796.691162
	Iteration 14Q: 3 clusters Score -565399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -565418.375000 Penalty: 2796.691162
	Iteration 15Q: 3 clusters Score -565418.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -565430.750000 Penalty: 2796.691162
	Iteration 16Q: 3 clusters Score -565430.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -565439.562500 Penalty: 2796.691162
	Iteration 17Q: 3 clusters Score -565439.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -565452.062500 Penalty: 2796.691162
	Iteration 18Q: 3 clusters Score -565452.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -565461.125000 Penalty: 2796.691162
	Iteration 19Q: 3 clusters Score -565461.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -565470.250000 Penalty: 2796.691162
	Iteration 20F: 3 clusters Score -565470.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -565481.437500 Penalty: 2796.691162
	Iteration 21Q: 3 clusters Score -565481.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -565487.125000 Penalty: 2796.691162
	Iteration 22Q: 3 clusters Score -565487.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -565492.125000 Penalty: 2796.691162
	Iteration 23Q: 3 clusters Score -565492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -565493.875000 Penalty: 2796.691162
	Iteration 24Q: 3 clusters Score -565493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -565496.312500 Penalty: 2796.691162
	Iteration 25Q: 3 clusters Score -565496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -565498.250000 Penalty: 2796.691162
	Iteration 26Q: 3 clusters Score -565498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -565497.875000 Penalty: 2796.691162
	Iteration 27Q: 3 clusters Score -565497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -565500.562500 Penalty: 2796.691162
	Iteration 28Q: 3 clusters Score -565500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -565503.625000 Penalty: 2796.691162
	Iteration 29Q: 3 clusters Score -565503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -565504.687500 Penalty: 2796.691162
	Iteration 30Q: 3 clusters Score -565504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -565504.187500 Penalty: 2796.691162
	Iteration 31Q: 3 clusters Score -565504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -565505.750000 Penalty: 2796.691162
	Iteration 32Q: 3 clusters Score -565505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -565506.750000 Penalty: 2796.691162
	Iteration 33Q: 3 clusters Score -565506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -565507.500000 Penalty: 2796.691162
	Iteration 34Q: 3 clusters Score -565507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -565509.062500 Penalty: 2796.691162
	Iteration 35Q: 3 clusters Score -565509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -565509.375000 Penalty: 2796.691162
	Iteration 36Q: 3 clusters Score -565509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -565510.062500 Penalty: 2796.691162
	Iteration 37Q: 3 clusters Score -565510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -565511.187500 Penalty: 2796.691162
	Iteration 38Q: 3 clusters Score -565511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 2796.691162
	Iteration 39Q: 3 clusters Score -565511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -565510.812500 Penalty: 2796.691162
	Iteration 40F: 3 clusters Score -565510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 2796.691162
	Iteration 41Q: 3 clusters Score -565511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 2796.691162
	Iteration 42F: 3 clusters Score -565511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Entering Unmasked Estep 
Score: -18841794.000000 Penalty: 1962.604980
	Iteration 0F: 2 clusters Score -1.884179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -18730830.000000 Penalty: 3925.209961
	Iteration 0F: 3 clusters Score -1.873083e+07 nChanged 84934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -18780444.000000 Penalty: 3925.209961
	Iteration 1F: 3 clusters Score -1.878044e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -18781672.000000 Penalty: 3925.209961
	Iteration 2Q: 3 clusters Score -1.878167e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -18783154.000000 Penalty: 3925.209961
	Iteration 3Q: 3 clusters Score -1.878315e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -18785438.000000 Penalty: 3925.209961
	Iteration 4Q: 3 clusters Score -1.878544e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -18789144.000000 Penalty: 3925.209961
	Iteration 5Q: 3 clusters Score -1.878914e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -18795162.000000 Penalty: 3925.209961
	Iteration 6F: 3 clusters Score -1.879516e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -18803422.000000 Penalty: 3925.209961
	Iteration 7F: 3 clusters Score -1.880342e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -18812448.000000 Penalty: 3925.209961
	Iteration 8F: 3 clusters Score -1.881245e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -18820496.000000 Penalty: 3925.209961
	Iteration 9F: 3 clusters Score -1.88205e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -18826208.000000 Penalty: 3925.209961
	Iteration 10Q: 3 clusters Score -1.882621e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -18829912.000000 Penalty: 3925.209961
	Iteration 11Q: 3 clusters Score -1.882991e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -18832172.000000 Penalty: 3925.209961
	Iteration 12Q: 3 clusters Score -1.883217e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -18833792.000000 Penalty: 3925.209961
	Iteration 13Q: 3 clusters Score -1.883379e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -18835204.000000 Penalty: 3925.209961
	Iteration 14Q: 3 clusters Score -1.88352e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169058 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -18836202.000000 Penalty: 3925.209961
	Iteration 15Q: 3 clusters Score -1.88362e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -18837206.000000 Penalty: 3925.209961
	Iteration 16Q: 3 clusters Score -1.883721e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -18838078.000000 Penalty: 3925.209961
	Iteration 17Q: 3 clusters Score -1.883808e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18838700.000000 Penalty: 3925.209961
	Iteration 18Q: 3 clusters Score -1.88387e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -18839102.000000 Penalty: 3925.209961
	Iteration 19Q: 3 clusters Score -1.88391e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174683 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -18839382.000000 Penalty: 3925.209961
	Iteration 20F: 3 clusters Score -1.883938e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -18839610.000000 Penalty: 3925.209961
	Iteration 21Q: 3 clusters Score -1.883961e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18839748.000000 Penalty: 3925.209961
	Iteration 22Q: 3 clusters Score -1.883975e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18839880.000000 Penalty: 3925.209961
	Iteration 23Q: 3 clusters Score -1.883988e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18839982.000000 Penalty: 3925.209961
	Iteration 24Q: 3 clusters Score -1.883998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -18840008.000000 Penalty: 3925.209961
	Iteration 25Q: 3 clusters Score -1.884001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -18840052.000000 Penalty: 3925.209961
	Iteration 26Q: 3 clusters Score -1.884005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18840058.000000 Penalty: 3925.209961
	Iteration 27Q: 3 clusters Score -1.884006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175490 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18840084.000000 Penalty: 3925.209961
	Iteration 28Q: 3 clusters Score -1.884008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18840078.000000 Penalty: 3925.209961
	Iteration 29Q: 3 clusters Score -1.884008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18840084.000000 Penalty: 3925.209961
	Iteration 30Q: 3 clusters Score -1.884008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18840090.000000 Penalty: 3925.209961
	Iteration 31Q: 3 clusters Score -1.884009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18840102.000000 Penalty: 3925.209961
	Iteration 32Q: 3 clusters Score -1.88401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175513 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18840120.000000 Penalty: 3925.209961
	Iteration 33Q: 3 clusters Score -1.884012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175517 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18840126.000000 Penalty: 3925.209961
	Iteration 34Q: 3 clusters Score -1.884013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175522 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18840118.000000 Penalty: 3925.209961
	Iteration 35Q: 3 clusters Score -1.884012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175528 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18840134.000000 Penalty: 3925.209961
	Iteration 36Q: 3 clusters Score -1.884013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18840138.000000 Penalty: 3925.209961
	Iteration 37Q: 3 clusters Score -1.884014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175535 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18840138.000000 Penalty: 3925.209961
	Iteration 38Q: 3 clusters Score -1.884014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18840144.000000 Penalty: 3925.209961
	Iteration 39Q: 3 clusters Score -1.884014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175538 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18840142.000000 Penalty: 3925.209961
	Iteration 40F: 3 clusters Score -1.884014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18840132.000000 Penalty: 3925.209961
	Iteration 41Q: 3 clusters Score -1.884013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175540 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18840128.000000 Penalty: 3925.209961
	Iteration 42Q: 3 clusters Score -1.884013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18840128.000000 Penalty: 3925.209961
	Iteration 43Q: 3 clusters Score -1.884013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18840128.000000 Penalty: 3925.209961
	Iteration 44F: 3 clusters Score -1.884013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Entering Unmasked Estep 
Score: -3244269.500000 Penalty: 1674.749146
	Iteration 0F: 2 clusters Score -3244270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3224058.250000 Penalty: 3349.498291
	Iteration 0F: 3 clusters Score -3224058 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3231587.250000 Penalty: 3349.498291
	Iteration 1F: 3 clusters Score -3231587 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3232124.000000 Penalty: 3349.498291
	Iteration 2Q: 3 clusters Score -3232124 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3232720.000000 Penalty: 3349.498291
	Iteration 3Q: 3 clusters Score -3232720 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3233421.250000 Penalty: 3349.498291
	Iteration 4Q: 3 clusters Score -3233421 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3234288.250000 Penalty: 3349.498291
	Iteration 5F: 3 clusters Score -3234288 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3235484.500000 Penalty: 3349.498291
	Iteration 6F: 3 clusters Score -3235484 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3237053.250000 Penalty: 3349.498291
	Iteration 7F: 3 clusters Score -3237053 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3238726.250000 Penalty: 3349.498291
	Iteration 8F: 3 clusters Score -3238726 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3240160.500000 Penalty: 3349.498291
	Iteration 9F: 3 clusters Score -3240160 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3241081.250000 Penalty: 3349.498291
	Iteration 10Q: 3 clusters Score -3241081 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3241575.500000 Penalty: 3349.498291
	Iteration 11Q: 3 clusters Score -3241576 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3241894.500000 Penalty: 3349.498291
	Iteration 12Q: 3 clusters Score -3241894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3242076.750000 Penalty: 3349.498291
	Iteration 13Q: 3 clusters Score -3242077 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3242204.000000 Penalty: 3349.498291
	Iteration 14Q: 3 clusters Score -3242204 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3242287.250000 Penalty: 3349.498291
	Iteration 15Q: 3 clusters Score -3242287 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3242351.250000 Penalty: 3349.498291
	Iteration 16Q: 3 clusters Score -3242351 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3242425.750000 Penalty: 3349.498291
	Iteration 17Q: 3 clusters Score -3242426 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3242469.250000 Penalty: 3349.498291
	Iteration 18Q: 3 clusters Score -3242469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3242528.500000 Penalty: 3349.498291
	Iteration 19Q: 3 clusters Score -3242528 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3242608.250000 Penalty: 3349.498291
	Iteration 20F: 3 clusters Score -3242608 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3242695.750000 Penalty: 3349.498291
	Iteration 21Q: 3 clusters Score -3242696 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3242828.250000 Penalty: 3349.498291
	Iteration 22Q: 3 clusters Score -3242828 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3242977.750000 Penalty: 3349.498291
	Iteration 23Q: 3 clusters Score -3242978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3243126.500000 Penalty: 3349.498291
	Iteration 24Q: 3 clusters Score -3243126 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3243288.500000 Penalty: 3349.498291
	Iteration 25Q: 3 clusters Score -3243288 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3243451.250000 Penalty: 3349.498291
	Iteration 26Q: 3 clusters Score -3243451 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3243645.250000 Penalty: 3349.498291
	Iteration 27Q: 3 clusters Score -3243645 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3243819.750000 Penalty: 3349.498291
	Iteration 28Q: 3 clusters Score -3243820 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3243964.750000 Penalty: 3349.498291
	Iteration 29Q: 3 clusters Score -3243965 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3244039.500000 Penalty: 3349.498291
	Iteration 30Q: 3 clusters Score -3244040 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3244098.250000 Penalty: 3349.498291
	Iteration 31Q: 3 clusters Score -3244098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3244146.250000 Penalty: 3349.498291
	Iteration 32Q: 3 clusters Score -3244146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3244179.250000 Penalty: 3349.498291
	Iteration 33Q: 3 clusters Score -3244179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3244206.500000 Penalty: 3349.498291
	Iteration 34Q: 3 clusters Score -3244206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3244219.250000 Penalty: 3349.498291
	Iteration 35Q: 3 clusters Score -3244219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3244233.750000 Penalty: 3349.498291
	Iteration 36Q: 3 clusters Score -3244234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3244237.500000 Penalty: 3349.498291
	Iteration 37Q: 3 clusters Score -3244238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3244245.750000 Penalty: 3349.498291
	Iteration 38Q: 3 clusters Score -3244246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3244253.500000 Penalty: 3349.498291
	Iteration 39Q: 3 clusters Score -3244254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3244249.000000 Penalty: 3349.498291
	Iteration 40F: 3 clusters Score -3244249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3244250.000000 Penalty: 3349.498291
	Iteration 41Q: 3 clusters Score -3244250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3244252.750000 Penalty: 3349.498291
	Iteration 42Q: 3 clusters Score -3244253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3244259.500000 Penalty: 3349.498291
	Iteration 43Q: 3 clusters Score -3244260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3244261.250000 Penalty: 3349.498291
	Iteration 44Q: 3 clusters Score -3244261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3244269.000000 Penalty: 3349.498291
	Iteration 45Q: 3 clusters Score -3244269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3244270.250000 Penalty: 3349.498291
	Iteration 46Q: 3 clusters Score -3244270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3244275.000000 Penalty: 3349.498291
	Iteration 47Q: 3 clusters Score -3244275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3244274.500000 Penalty: 3349.498291
	Iteration 48Q: 3 clusters Score -3244274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3244267.250000 Penalty: 3349.498291
	Iteration 49Q: 3 clusters Score -3244267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3244264.000000 Penalty: 3349.498291
	Iteration 50Q: 3 clusters Score -3244264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3244266.250000 Penalty: 3349.498291
	Iteration 51Q: 3 clusters Score -3244266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3244261.000000 Penalty: 3349.498291
	Iteration 52Q: 3 clusters Score -3244261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3244267.000000 Penalty: 3349.498291
	Iteration 53Q: 3 clusters Score -3244267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3244268.500000 Penalty: 3349.498291
	Iteration 54Q: 3 clusters Score -3244268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3244271.750000 Penalty: 3349.498291
	Iteration 55Q: 3 clusters Score -3244272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3244269.000000 Penalty: 3349.498291
	Iteration 56Q: 3 clusters Score -3244269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3244272.000000 Penalty: 3349.498291
	Iteration 57Q: 3 clusters Score -3244272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3244275.250000 Penalty: 3349.498291
	Iteration 58Q: 3 clusters Score -3244275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3244275.750000 Penalty: 3349.498291
	Iteration 59Q: 3 clusters Score -3244276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3244275.750000 Penalty: 3349.498291
	Iteration 60F: 3 clusters Score -3244276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 175882 members 
Mstep: Class 3 contains 13069 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 16385 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 248439 members 
Mstep: Class 11 contains 56360 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 21703 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 16847 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 24880 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 165713 members 
Entering Unmasked Estep 
Score: -84475680.000000 Penalty: 46421.816406
Splitting cluster 3 changes total score from -84475768.000000 to -84475680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Entering Unmasked Estep 
Score: -627318.500000 Penalty: 1417.815796
	Iteration 0F: 2 clusters Score -627318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -622626.000000 Penalty: 2835.631592
	Iteration 0F: 3 clusters Score -622626 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -623944.000000 Penalty: 2835.631592
	Iteration 1F: 3 clusters Score -623944 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -624184.312500 Penalty: 2835.631592
	Iteration 2F: 3 clusters Score -624184.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -624492.500000 Penalty: 2835.631592
	Iteration 3F: 3 clusters Score -624492.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -625048.937500 Penalty: 2835.631592
	Iteration 4F: 3 clusters Score -625048.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -625661.250000 Penalty: 2835.631592
	Iteration 5F: 3 clusters Score -625661.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -626177.937500 Penalty: 2835.631592
	Iteration 6F: 3 clusters Score -626177.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -626568.312500 Penalty: 2835.631592
	Iteration 7F: 3 clusters Score -626568.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -626799.062500 Penalty: 2835.631592
	Iteration 8Q: 3 clusters Score -626799.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -626914.500000 Penalty: 2835.631592
	Iteration 9Q: 3 clusters Score -626914.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -626982.812500 Penalty: 2835.631592
	Iteration 10Q: 3 clusters Score -626982.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -627026.500000 Penalty: 2835.631592
	Iteration 11Q: 3 clusters Score -627026.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -627064.625000 Penalty: 2835.631592
	Iteration 12Q: 3 clusters Score -627064.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -627100.875000 Penalty: 2835.631592
	Iteration 13Q: 3 clusters Score -627100.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -627121.312500 Penalty: 2835.631592
	Iteration 14Q: 3 clusters Score -627121.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -627133.937500 Penalty: 2835.631592
	Iteration 15Q: 3 clusters Score -627133.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -627138.312500 Penalty: 2835.631592
	Iteration 16Q: 3 clusters Score -627138.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -627148.500000 Penalty: 2835.631592
	Iteration 17Q: 3 clusters Score -627148.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -627158.312500 Penalty: 2835.631592
	Iteration 18Q: 3 clusters Score -627158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -627160.750000 Penalty: 2835.631592
	Iteration 19Q: 3 clusters Score -627160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -627163.250000 Penalty: 2835.631592
	Iteration 20F: 3 clusters Score -627163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -627164.312500 Penalty: 2835.631592
	Iteration 21Q: 3 clusters Score -627164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -627164.312500 Penalty: 2835.631592
	Iteration 22Q: 3 clusters Score -627164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -627164.312500 Penalty: 2835.631592
	Iteration 23F: 3 clusters Score -627164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Entering Unmasked Estep 
Score: -1106635.625000 Penalty: 1505.995728
	Iteration 0F: 2 clusters Score -1106636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1099189.250000 Penalty: 3011.991455
	Iteration 0F: 3 clusters Score -1099189 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1101607.250000 Penalty: 3011.991455
	Iteration 1F: 3 clusters Score -1101607 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1101881.625000 Penalty: 3011.991455
	Iteration 2F: 3 clusters Score -1101882 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1102122.375000 Penalty: 3011.991455
	Iteration 3F: 3 clusters Score -1102122 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1102366.875000 Penalty: 3011.991455
	Iteration 4Q: 3 clusters Score -1102367 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1102624.375000 Penalty: 3011.991455
	Iteration 5Q: 3 clusters Score -1102624 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1102928.250000 Penalty: 3011.991455
	Iteration 6Q: 3 clusters Score -1102928 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1103252.375000 Penalty: 3011.991455
	Iteration 7Q: 3 clusters Score -1103252 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1103566.875000 Penalty: 3011.991455
	Iteration 8Q: 3 clusters Score -1103567 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1103854.375000 Penalty: 3011.991455
	Iteration 9Q: 3 clusters Score -1103854 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1104054.250000 Penalty: 3011.991455
	Iteration 10Q: 3 clusters Score -1104054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1104211.500000 Penalty: 3011.991455
	Iteration 11Q: 3 clusters Score -1104212 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1104330.375000 Penalty: 3011.991455
	Iteration 12Q: 3 clusters Score -1104330 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1104420.125000 Penalty: 3011.991455
	Iteration 13Q: 3 clusters Score -1104420 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1104501.250000 Penalty: 3011.991455
	Iteration 14Q: 3 clusters Score -1104501 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1104580.000000 Penalty: 3011.991455
	Iteration 15Q: 3 clusters Score -1104580 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1104669.000000 Penalty: 3011.991455
	Iteration 16Q: 3 clusters Score -1104669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1104742.750000 Penalty: 3011.991455
	Iteration 17Q: 3 clusters Score -1104743 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1104806.625000 Penalty: 3011.991455
	Iteration 18Q: 3 clusters Score -1104807 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1104847.750000 Penalty: 3011.991455
	Iteration 19Q: 3 clusters Score -1104848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1104887.500000 Penalty: 3011.991455
	Iteration 20F: 3 clusters Score -1104888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1104932.750000 Penalty: 3011.991455
	Iteration 21Q: 3 clusters Score -1104933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1104975.250000 Penalty: 3011.991455
	Iteration 22Q: 3 clusters Score -1104975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1105003.125000 Penalty: 3011.991455
	Iteration 23Q: 3 clusters Score -1105003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1105032.250000 Penalty: 3011.991455
	Iteration 24Q: 3 clusters Score -1105032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1105066.500000 Penalty: 3011.991455
	Iteration 25Q: 3 clusters Score -1105066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1105106.750000 Penalty: 3011.991455
	Iteration 26Q: 3 clusters Score -1105107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1105146.250000 Penalty: 3011.991455
	Iteration 27Q: 3 clusters Score -1105146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1105176.375000 Penalty: 3011.991455
	Iteration 28Q: 3 clusters Score -1105176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1105196.250000 Penalty: 3011.991455
	Iteration 29Q: 3 clusters Score -1105196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1105213.125000 Penalty: 3011.991455
	Iteration 30Q: 3 clusters Score -1105213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1105227.875000 Penalty: 3011.991455
	Iteration 31Q: 3 clusters Score -1105228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1105247.500000 Penalty: 3011.991455
	Iteration 32Q: 3 clusters Score -1105248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1105263.500000 Penalty: 3011.991455
	Iteration 33Q: 3 clusters Score -1105264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1105280.250000 Penalty: 3011.991455
	Iteration 34Q: 3 clusters Score -1105280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1105299.250000 Penalty: 3011.991455
	Iteration 35Q: 3 clusters Score -1105299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1105311.375000 Penalty: 3011.991455
	Iteration 36Q: 3 clusters Score -1105311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1105323.500000 Penalty: 3011.991455
	Iteration 37Q: 3 clusters Score -1105324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1105328.875000 Penalty: 3011.991455
	Iteration 38Q: 3 clusters Score -1105329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1105335.625000 Penalty: 3011.991455
	Iteration 39Q: 3 clusters Score -1105336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1105337.000000 Penalty: 3011.991455
	Iteration 40F: 3 clusters Score -1105337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1105340.375000 Penalty: 3011.991455
	Iteration 41Q: 3 clusters Score -1105340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1105341.875000 Penalty: 3011.991455
	Iteration 42Q: 3 clusters Score -1105342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1105343.125000 Penalty: 3011.991455
	Iteration 43Q: 3 clusters Score -1105343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1105344.875000 Penalty: 3011.991455
	Iteration 44Q: 3 clusters Score -1105345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1105344.875000 Penalty: 3011.991455
	Iteration 45F: 3 clusters Score -1105345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -160821.265625 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -160821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -159004.312500 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -159004.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -159327.859375 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -159327.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159406.437500 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -159406.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -159462.000000 Penalty: 2382.381592
	Iteration 3Q: 3 clusters Score -159462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -159507.562500 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -159507.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159541.531250 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -159541.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159564.296875 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -159564.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159581.968750 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -159582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159597.609375 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -159597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159610.312500 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -159610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159616.937500 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -159616.9 nChanged 11
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: -159622.875000 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -159622.9 nChanged 8
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: -159628.234375 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -159628.2 nChanged 14
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: -159636.156250 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -159636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159642.015625 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -159642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159647.625000 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -159647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159651.343750 Penalty: 2382.381592
	Iteration 16Q: 3 clusters Score -159651.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159653.265625 Penalty: 2382.381592
	Iteration 17Q: 3 clusters Score -159653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159654.078125 Penalty: 2382.381592
	Iteration 18Q: 3 clusters Score -159654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159655.125000 Penalty: 2382.381592
	Iteration 19Q: 3 clusters Score -159655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159655.125000 Penalty: 2382.381592
	Iteration 20F: 3 clusters Score -159655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Entering Unmasked Estep 
Score: -1739015.500000 Penalty: 1576.919800
	Iteration 0F: 2 clusters Score -1739016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1727746.625000 Penalty: 3153.839600
	Iteration 0F: 3 clusters Score -1727747 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1731711.750000 Penalty: 3153.839600
	Iteration 1F: 3 clusters Score -1731712 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1732124.125000 Penalty: 3153.839600
	Iteration 2F: 3 clusters Score -1732124 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1732643.750000 Penalty: 3153.839600
	Iteration 3F: 3 clusters Score -1732644 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1733383.500000 Penalty: 3153.839600
	Iteration 4F: 3 clusters Score -1733384 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1734428.000000 Penalty: 3153.839600
	Iteration 5F: 3 clusters Score -1734428 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1735524.375000 Penalty: 3153.839600
	Iteration 6F: 3 clusters Score -1735524 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1736376.000000 Penalty: 3153.839600
	Iteration 7F: 3 clusters Score -1736376 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1737036.875000 Penalty: 3153.839600
	Iteration 8Q: 3 clusters Score -1737037 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1737474.250000 Penalty: 3153.839600
	Iteration 9Q: 3 clusters Score -1737474 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1737752.375000 Penalty: 3153.839600
	Iteration 10Q: 3 clusters Score -1737752 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1737907.000000 Penalty: 3153.839600
	Iteration 11Q: 3 clusters Score -1737907 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1737987.750000 Penalty: 3153.839600
	Iteration 12Q: 3 clusters Score -1737988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1738035.125000 Penalty: 3153.839600
	Iteration 13Q: 3 clusters Score -1738035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1738055.500000 Penalty: 3153.839600
	Iteration 14Q: 3 clusters Score -1738056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1738075.125000 Penalty: 3153.839600
	Iteration 15Q: 3 clusters Score -1738075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1738087.750000 Penalty: 3153.839600
	Iteration 16Q: 3 clusters Score -1738088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1738096.000000 Penalty: 3153.839600
	Iteration 17Q: 3 clusters Score -1738096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1738100.500000 Penalty: 3153.839600
	Iteration 18Q: 3 clusters Score -1738100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1738107.250000 Penalty: 3153.839600
	Iteration 19Q: 3 clusters Score -1738107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1738112.000000 Penalty: 3153.839600
	Iteration 20F: 3 clusters Score -1738112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1738116.875000 Penalty: 3153.839600
	Iteration 21Q: 3 clusters Score -1738117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1738115.500000 Penalty: 3153.839600
	Iteration 22Q: 3 clusters Score -1738116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1738113.750000 Penalty: 3153.839600
	Iteration 23Q: 3 clusters Score -1738114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1738115.875000 Penalty: 3153.839600
	Iteration 24Q: 3 clusters Score -1738116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1738115.375000 Penalty: 3153.839600
	Iteration 25Q: 3 clusters Score -1738115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1738117.875000 Penalty: 3153.839600
	Iteration 26Q: 3 clusters Score -1738118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1738118.750000 Penalty: 3153.839600
	Iteration 27Q: 3 clusters Score -1738119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1738117.750000 Penalty: 3153.839600
	Iteration 28Q: 3 clusters Score -1738118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1738119.000000 Penalty: 3153.839600
	Iteration 29Q: 3 clusters Score -1738119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1738116.500000 Penalty: 3153.839600
	Iteration 30Q: 3 clusters Score -1738116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1738119.500000 Penalty: 3153.839600
	Iteration 31Q: 3 clusters Score -1738120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1738122.875000 Penalty: 3153.839600
	Iteration 32Q: 3 clusters Score -1738123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1738125.000000 Penalty: 3153.839600
	Iteration 33Q: 3 clusters Score -1738125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1738126.375000 Penalty: 3153.839600
	Iteration 34Q: 3 clusters Score -1738126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1738127.125000 Penalty: 3153.839600
	Iteration 35Q: 3 clusters Score -1738127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1738127.125000 Penalty: 3153.839600
	Iteration 36F: 3 clusters Score -1738127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -12127.861328 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -12127.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11535.625000 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -11535.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11675.188477 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -11675.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11682.987305 Penalty: 1628.456543
	Iteration 2Q: 3 clusters Score -11682.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11698.423828 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -11698.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11702.361328 Penalty: 1628.456543
	Iteration 4Q: 3 clusters Score -11702.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11706.595703 Penalty: 1628.456543
	Iteration 5Q: 3 clusters Score -11706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11706.595703 Penalty: 1628.456543
	Iteration 6F: 3 clusters Score -11706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1336816.250000 Penalty: 1535.699707
	Iteration 0F: 2 clusters Score -1336816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1327960.750000 Penalty: 3071.399414
	Iteration 0F: 3 clusters Score -1327961 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1330942.750000 Penalty: 3071.399414
	Iteration 1F: 3 clusters Score -1330943 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1331268.125000 Penalty: 3071.399414
	Iteration 2F: 3 clusters Score -1331268 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1331602.875000 Penalty: 3071.399414
	Iteration 3F: 3 clusters Score -1331603 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1331937.625000 Penalty: 3071.399414
	Iteration 4F: 3 clusters Score -1331938 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1332238.625000 Penalty: 3071.399414
	Iteration 5Q: 3 clusters Score -1332239 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1332537.500000 Penalty: 3071.399414
	Iteration 6Q: 3 clusters Score -1332538 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1332871.750000 Penalty: 3071.399414
	Iteration 7Q: 3 clusters Score -1332872 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1333211.750000 Penalty: 3071.399414
	Iteration 8Q: 3 clusters Score -1333212 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1333569.750000 Penalty: 3071.399414
	Iteration 9Q: 3 clusters Score -1333570 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1333836.000000 Penalty: 3071.399414
	Iteration 10Q: 3 clusters Score -1333836 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1334028.375000 Penalty: 3071.399414
	Iteration 11Q: 3 clusters Score -1334028 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1334150.500000 Penalty: 3071.399414
	Iteration 12Q: 3 clusters Score -1334150 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1334239.750000 Penalty: 3071.399414
	Iteration 13Q: 3 clusters Score -1334240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1334305.000000 Penalty: 3071.399414
	Iteration 14Q: 3 clusters Score -1334305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1334343.125000 Penalty: 3071.399414
	Iteration 15Q: 3 clusters Score -1334343 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1334373.625000 Penalty: 3071.399414
	Iteration 16Q: 3 clusters Score -1334374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1334394.250000 Penalty: 3071.399414
	Iteration 17Q: 3 clusters Score -1334394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1334423.375000 Penalty: 3071.399414
	Iteration 18Q: 3 clusters Score -1334423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1334433.750000 Penalty: 3071.399414
	Iteration 19Q: 3 clusters Score -1334434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1334446.125000 Penalty: 3071.399414
	Iteration 20F: 3 clusters Score -1334446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1334454.875000 Penalty: 3071.399414
	Iteration 21Q: 3 clusters Score -1334455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1334464.875000 Penalty: 3071.399414
	Iteration 22Q: 3 clusters Score -1334465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1334474.625000 Penalty: 3071.399414
	Iteration 23Q: 3 clusters Score -1334475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1334482.625000 Penalty: 3071.399414
	Iteration 24Q: 3 clusters Score -1334483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1334485.375000 Penalty: 3071.399414
	Iteration 25Q: 3 clusters Score -1334485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1334493.750000 Penalty: 3071.399414
	Iteration 26Q: 3 clusters Score -1334494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1334500.625000 Penalty: 3071.399414
	Iteration 27Q: 3 clusters Score -1334501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1334511.500000 Penalty: 3071.399414
	Iteration 28Q: 3 clusters Score -1334512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1334514.000000 Penalty: 3071.399414
	Iteration 29Q: 3 clusters Score -1334514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1334525.375000 Penalty: 3071.399414
	Iteration 30Q: 3 clusters Score -1334525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1334529.250000 Penalty: 3071.399414
	Iteration 31Q: 3 clusters Score -1334529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1334535.250000 Penalty: 3071.399414
	Iteration 32Q: 3 clusters Score -1334535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1334545.000000 Penalty: 3071.399414
	Iteration 33Q: 3 clusters Score -1334545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1334552.500000 Penalty: 3071.399414
	Iteration 34Q: 3 clusters Score -1334552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1334554.500000 Penalty: 3071.399414
	Iteration 35Q: 3 clusters Score -1334554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1334562.375000 Penalty: 3071.399414
	Iteration 36Q: 3 clusters Score -1334562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1334575.625000 Penalty: 3071.399414
	Iteration 37Q: 3 clusters Score -1334576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1334580.250000 Penalty: 3071.399414
	Iteration 38Q: 3 clusters Score -1334580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1334588.375000 Penalty: 3071.399414
	Iteration 39Q: 3 clusters Score -1334588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1334599.875000 Penalty: 3071.399414
	Iteration 40F: 3 clusters Score -1334600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1334609.375000 Penalty: 3071.399414
	Iteration 41Q: 3 clusters Score -1334609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1334617.000000 Penalty: 3071.399414
	Iteration 42Q: 3 clusters Score -1334617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1334627.750000 Penalty: 3071.399414
	Iteration 43Q: 3 clusters Score -1334628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1334635.875000 Penalty: 3071.399414
	Iteration 44Q: 3 clusters Score -1334636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1334637.375000 Penalty: 3071.399414
	Iteration 45Q: 3 clusters Score -1334637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1334646.750000 Penalty: 3071.399414
	Iteration 46Q: 3 clusters Score -1334647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1334659.125000 Penalty: 3071.399414
	Iteration 47Q: 3 clusters Score -1334659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1334668.125000 Penalty: 3071.399414
	Iteration 48Q: 3 clusters Score -1334668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1334678.500000 Penalty: 3071.399414
	Iteration 49Q: 3 clusters Score -1334678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1334688.000000 Penalty: 3071.399414
	Iteration 50Q: 3 clusters Score -1334688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1334698.250000 Penalty: 3071.399414
	Iteration 51Q: 3 clusters Score -1334698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1334709.125000 Penalty: 3071.399414
	Iteration 52Q: 3 clusters Score -1334709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1334722.625000 Penalty: 3071.399414
	Iteration 53Q: 3 clusters Score -1334723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1334732.000000 Penalty: 3071.399414
	Iteration 54Q: 3 clusters Score -1334732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1334742.000000 Penalty: 3071.399414
	Iteration 55Q: 3 clusters Score -1334742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1334747.625000 Penalty: 3071.399414
	Iteration 56Q: 3 clusters Score -1334748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1334761.125000 Penalty: 3071.399414
	Iteration 57Q: 3 clusters Score -1334761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1334773.125000 Penalty: 3071.399414
	Iteration 58Q: 3 clusters Score -1334773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1334787.625000 Penalty: 3071.399414
	Iteration 59Q: 3 clusters Score -1334788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1334797.875000 Penalty: 3071.399414
	Iteration 60F: 3 clusters Score -1334798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1334810.000000 Penalty: 3071.399414
	Iteration 61Q: 3 clusters Score -1334810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1334820.375000 Penalty: 3071.399414
	Iteration 62Q: 3 clusters Score -1334820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1334845.000000 Penalty: 3071.399414
	Iteration 63Q: 3 clusters Score -1334845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1334860.625000 Penalty: 3071.399414
	Iteration 64Q: 3 clusters Score -1334861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1334875.750000 Penalty: 3071.399414
	Iteration 65Q: 3 clusters Score -1334876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1334892.125000 Penalty: 3071.399414
	Iteration 66Q: 3 clusters Score -1334892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1334912.125000 Penalty: 3071.399414
	Iteration 67Q: 3 clusters Score -1334912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1334928.125000 Penalty: 3071.399414
	Iteration 68Q: 3 clusters Score -1334928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1334946.625000 Penalty: 3071.399414
	Iteration 69Q: 3 clusters Score -1334947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1334963.375000 Penalty: 3071.399414
	Iteration 70Q: 3 clusters Score -1334963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1334983.125000 Penalty: 3071.399414
	Iteration 71Q: 3 clusters Score -1334983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1335001.125000 Penalty: 3071.399414
	Iteration 72Q: 3 clusters Score -1335001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1335024.000000 Penalty: 3071.399414
	Iteration 73Q: 3 clusters Score -1335024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1335051.875000 Penalty: 3071.399414
	Iteration 74Q: 3 clusters Score -1335052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1335075.125000 Penalty: 3071.399414
	Iteration 75Q: 3 clusters Score -1335075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1335097.000000 Penalty: 3071.399414
	Iteration 76Q: 3 clusters Score -1335097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1335118.875000 Penalty: 3071.399414
	Iteration 77Q: 3 clusters Score -1335119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1335142.250000 Penalty: 3071.399414
	Iteration 78Q: 3 clusters Score -1335142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1335169.875000 Penalty: 3071.399414
	Iteration 79Q: 3 clusters Score -1335170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1335205.125000 Penalty: 3071.399414
	Iteration 80F: 3 clusters Score -1335205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1335236.250000 Penalty: 3071.399414
	Iteration 81Q: 3 clusters Score -1335236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1335272.500000 Penalty: 3071.399414
	Iteration 82Q: 3 clusters Score -1335272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1335299.875000 Penalty: 3071.399414
	Iteration 83Q: 3 clusters Score -1335300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1335315.750000 Penalty: 3071.399414
	Iteration 84Q: 3 clusters Score -1335316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1335327.500000 Penalty: 3071.399414
	Iteration 85Q: 3 clusters Score -1335328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1335337.000000 Penalty: 3071.399414
	Iteration 86Q: 3 clusters Score -1335337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1335348.250000 Penalty: 3071.399414
	Iteration 87Q: 3 clusters Score -1335348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1335357.625000 Penalty: 3071.399414
	Iteration 88Q: 3 clusters Score -1335358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1335375.750000 Penalty: 3071.399414
	Iteration 89Q: 3 clusters Score -1335376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1335390.750000 Penalty: 3071.399414
	Iteration 90Q: 3 clusters Score -1335391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1335401.500000 Penalty: 3071.399414
	Iteration 91Q: 3 clusters Score -1335402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1335405.250000 Penalty: 3071.399414
	Iteration 92Q: 3 clusters Score -1335405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1335408.750000 Penalty: 3071.399414
	Iteration 93Q: 3 clusters Score -1335409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1335410.250000 Penalty: 3071.399414
	Iteration 94Q: 3 clusters Score -1335410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1335416.500000 Penalty: 3071.399414
	Iteration 95Q: 3 clusters Score -1335416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1335426.250000 Penalty: 3071.399414
	Iteration 96Q: 3 clusters Score -1335426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1335438.000000 Penalty: 3071.399414
	Iteration 97Q: 3 clusters Score -1335438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1335439.750000 Penalty: 3071.399414
	Iteration 98Q: 3 clusters Score -1335440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1335446.500000 Penalty: 3071.399414
	Iteration 99Q: 3 clusters Score -1335446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1335452.625000 Penalty: 3071.399414
	Iteration 100F: 3 clusters Score -1335453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1335457.875000 Penalty: 3071.399414
	Iteration 101Q: 3 clusters Score -1335458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1335462.125000 Penalty: 3071.399414
	Iteration 102Q: 3 clusters Score -1335462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1335466.375000 Penalty: 3071.399414
	Iteration 103Q: 3 clusters Score -1335466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1335468.125000 Penalty: 3071.399414
	Iteration 104Q: 3 clusters Score -1335468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1335469.625000 Penalty: 3071.399414
	Iteration 105Q: 3 clusters Score -1335470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1335476.500000 Penalty: 3071.399414
	Iteration 106Q: 3 clusters Score -1335476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1335478.000000 Penalty: 3071.399414
	Iteration 107Q: 3 clusters Score -1335478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1335482.375000 Penalty: 3071.399414
	Iteration 108Q: 3 clusters Score -1335482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1335487.750000 Penalty: 3071.399414
	Iteration 109Q: 3 clusters Score -1335488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1335491.000000 Penalty: 3071.399414
	Iteration 110Q: 3 clusters Score -1335491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1335493.625000 Penalty: 3071.399414
	Iteration 111Q: 3 clusters Score -1335494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1335493.875000 Penalty: 3071.399414
	Iteration 112Q: 3 clusters Score -1335494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1335495.625000 Penalty: 3071.399414
	Iteration 113Q: 3 clusters Score -1335496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1335497.000000 Penalty: 3071.399414
	Iteration 114Q: 3 clusters Score -1335497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1335497.750000 Penalty: 3071.399414
	Iteration 115Q: 3 clusters Score -1335498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1335497.625000 Penalty: 3071.399414
	Iteration 116Q: 3 clusters Score -1335498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1335500.875000 Penalty: 3071.399414
	Iteration 117Q: 3 clusters Score -1335501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1335500.875000 Penalty: 3071.399414
	Iteration 118Q: 3 clusters Score -1335501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1335503.375000 Penalty: 3071.399414
	Iteration 119Q: 3 clusters Score -1335503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1335504.750000 Penalty: 3071.399414
	Iteration 120F: 3 clusters Score -1335505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1335507.500000 Penalty: 3071.399414
	Iteration 121Q: 3 clusters Score -1335508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1335507.125000 Penalty: 3071.399414
	Iteration 122Q: 3 clusters Score -1335507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1335509.125000 Penalty: 3071.399414
	Iteration 123Q: 3 clusters Score -1335509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1335509.625000 Penalty: 3071.399414
	Iteration 124Q: 3 clusters Score -1335510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1335508.625000 Penalty: 3071.399414
	Iteration 125Q: 3 clusters Score -1335509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1335508.625000 Penalty: 3071.399414
	Iteration 126F: 3 clusters Score -1335509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (248439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248439 members 
Entering Unmasked Estep 
Score: -26384270.000000 Penalty: 2018.729858
	Iteration 0F: 2 clusters Score -2.638427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 124033 members 
Entering Unmasked Estep 
Score: -26224862.000000 Penalty: 4037.459717
	Iteration 0F: 3 clusters Score -2.622486e+07 nChanged 120857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -26296450.000000 Penalty: 4037.459717
	Iteration 1F: 3 clusters Score -2.629645e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132085 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -26297726.000000 Penalty: 4037.459717
	Iteration 2Q: 3 clusters Score -2.629773e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136436 members 
Mstep: Class 2 contains 112003 members 
Entering Unmasked Estep 
Score: -26299660.000000 Penalty: 4037.459717
	Iteration 3Q: 3 clusters Score -2.629966e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -26302530.000000 Penalty: 4037.459717
	Iteration 4Q: 3 clusters Score -2.630253e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -26307540.000000 Penalty: 4037.459717
	Iteration 5Q: 3 clusters Score -2.630754e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166238 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -26315724.000000 Penalty: 4037.459717
	Iteration 6F: 3 clusters Score -2.631572e+07 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -26329188.000000 Penalty: 4037.459717
	Iteration 7F: 3 clusters Score -2.632919e+07 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202212 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -26344594.000000 Penalty: 4037.459717
	Iteration 8F: 3 clusters Score -2.634459e+07 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218694 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -26358910.000000 Penalty: 4037.459717
	Iteration 9F: 3 clusters Score -2.635891e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230439 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -26368928.000000 Penalty: 4037.459717
	Iteration 10Q: 3 clusters Score -2.636893e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237724 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -26374662.000000 Penalty: 4037.459717
	Iteration 11Q: 3 clusters Score -2.637466e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241959 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -26377978.000000 Penalty: 4037.459717
	Iteration 12Q: 3 clusters Score -2.637798e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244299 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -26379768.000000 Penalty: 4037.459717
	Iteration 13Q: 3 clusters Score -2.637977e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245618 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -26380842.000000 Penalty: 4037.459717
	Iteration 14Q: 3 clusters Score -2.638084e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246361 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26381428.000000 Penalty: 4037.459717
	Iteration 15Q: 3 clusters Score -2.638143e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246826 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26381830.000000 Penalty: 4037.459717
	Iteration 16Q: 3 clusters Score -2.638183e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247106 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -26382030.000000 Penalty: 4037.459717
	Iteration 17Q: 3 clusters Score -2.638203e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247278 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -26382208.000000 Penalty: 4037.459717
	Iteration 18Q: 3 clusters Score -2.638221e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247393 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -26382330.000000 Penalty: 4037.459717
	Iteration 19Q: 3 clusters Score -2.638233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247479 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -26382368.000000 Penalty: 4037.459717
	Iteration 20F: 3 clusters Score -2.638237e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247544 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -26382432.000000 Penalty: 4037.459717
	Iteration 21Q: 3 clusters Score -2.638243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247592 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -26382454.000000 Penalty: 4037.459717
	Iteration 22Q: 3 clusters Score -2.638245e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247629 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -26382468.000000 Penalty: 4037.459717
	Iteration 23Q: 3 clusters Score -2.638247e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247664 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -26382498.000000 Penalty: 4037.459717
	Iteration 24Q: 3 clusters Score -2.63825e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247687 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -26382528.000000 Penalty: 4037.459717
	Iteration 25Q: 3 clusters Score -2.638253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26382556.000000 Penalty: 4037.459717
	Iteration 26Q: 3 clusters Score -2.638256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247714 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -26382568.000000 Penalty: 4037.459717
	Iteration 27Q: 3 clusters Score -2.638257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247729 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -26382560.000000 Penalty: 4037.459717
	Iteration 28Q: 3 clusters Score -2.638256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247733 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -26382544.000000 Penalty: 4037.459717
	Iteration 29Q: 3 clusters Score -2.638254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247737 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -26382568.000000 Penalty: 4037.459717
	Iteration 30Q: 3 clusters Score -2.638257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247738 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -26382560.000000 Penalty: 4037.459717
	Iteration 31Q: 3 clusters Score -2.638256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247743 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26382566.000000 Penalty: 4037.459717
	Iteration 32Q: 3 clusters Score -2.638257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247749 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -26382576.000000 Penalty: 4037.459717
	Iteration 33Q: 3 clusters Score -2.638258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247753 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -26382574.000000 Penalty: 4037.459717
	Iteration 34Q: 3 clusters Score -2.638257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247766 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -26382584.000000 Penalty: 4037.459717
	Iteration 35Q: 3 clusters Score -2.638258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247773 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -26382562.000000 Penalty: 4037.459717
	Iteration 36Q: 3 clusters Score -2.638256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -26382560.000000 Penalty: 4037.459717
	Iteration 37Q: 3 clusters Score -2.638256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -26382570.000000 Penalty: 4037.459717
	Iteration 38Q: 3 clusters Score -2.638257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247781 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -26382586.000000 Penalty: 4037.459717
	Iteration 39Q: 3 clusters Score -2.638259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247782 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -26382586.000000 Penalty: 4037.459717
	Iteration 40F: 3 clusters Score -2.638259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247787 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -26382592.000000 Penalty: 4037.459717
	Iteration 41Q: 3 clusters Score -2.638259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247789 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -26382586.000000 Penalty: 4037.459717
	Iteration 42Q: 3 clusters Score -2.638259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247788 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -26382590.000000 Penalty: 4037.459717
	Iteration 43Q: 3 clusters Score -2.638259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247792 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -26382596.000000 Penalty: 4037.459717
	Iteration 44Q: 3 clusters Score -2.63826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247794 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -26382602.000000 Penalty: 4037.459717
	Iteration 45Q: 3 clusters Score -2.63826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247794 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -26382602.000000 Penalty: 4037.459717
	Iteration 46F: 3 clusters Score -2.63826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Entering Unmasked Estep 
Score: -5891171.500000 Penalty: 1777.671265
	Iteration 0F: 2 clusters Score -5891172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -5853612.000000 Penalty: 3555.342529
	Iteration 0F: 3 clusters Score -5853612 nChanged 26528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5868545.000000 Penalty: 3555.342529
	Iteration 1F: 3 clusters Score -5868545 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -5868992.000000 Penalty: 3555.342529
	Iteration 2Q: 3 clusters Score -5868992 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5869464.000000 Penalty: 3555.342529
	Iteration 3Q: 3 clusters Score -5869464 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -5870092.500000 Penalty: 3555.342529
	Iteration 4Q: 3 clusters Score -5870092 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -5870778.500000 Penalty: 3555.342529
	Iteration 5Q: 3 clusters Score -5870778 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -5871763.500000 Penalty: 3555.342529
	Iteration 6Q: 3 clusters Score -5871764 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -5873296.000000 Penalty: 3555.342529
	Iteration 7Q: 3 clusters Score -5873296 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5875594.500000 Penalty: 3555.342529
	Iteration 8F: 3 clusters Score -5875594 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5878371.000000 Penalty: 3555.342529
	Iteration 9F: 3 clusters Score -5878371 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -5881322.000000 Penalty: 3555.342529
	Iteration 10F: 3 clusters Score -5881322 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5883794.000000 Penalty: 3555.342529
	Iteration 11F: 3 clusters Score -5883794 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -5885756.000000 Penalty: 3555.342529
	Iteration 12Q: 3 clusters Score -5885756 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5887116.500000 Penalty: 3555.342529
	Iteration 13Q: 3 clusters Score -5887116 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5887992.000000 Penalty: 3555.342529
	Iteration 14Q: 3 clusters Score -5887992 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5888504.000000 Penalty: 3555.342529
	Iteration 15Q: 3 clusters Score -5888504 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5888923.500000 Penalty: 3555.342529
	Iteration 16Q: 3 clusters Score -5888924 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5889167.000000 Penalty: 3555.342529
	Iteration 17Q: 3 clusters Score -5889167 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5889328.500000 Penalty: 3555.342529
	Iteration 18Q: 3 clusters Score -5889328 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5889458.500000 Penalty: 3555.342529
	Iteration 19Q: 3 clusters Score -5889458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5889565.000000 Penalty: 3555.342529
	Iteration 20F: 3 clusters Score -5889565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5889621.500000 Penalty: 3555.342529
	Iteration 21Q: 3 clusters Score -5889622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5889675.000000 Penalty: 3555.342529
	Iteration 22Q: 3 clusters Score -5889675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5889692.000000 Penalty: 3555.342529
	Iteration 23Q: 3 clusters Score -5889692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5889699.000000 Penalty: 3555.342529
	Iteration 24Q: 3 clusters Score -5889699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5889707.500000 Penalty: 3555.342529
	Iteration 25Q: 3 clusters Score -5889708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5889714.500000 Penalty: 3555.342529
	Iteration 26Q: 3 clusters Score -5889714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5889730.500000 Penalty: 3555.342529
	Iteration 27Q: 3 clusters Score -5889730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5889731.000000 Penalty: 3555.342529
	Iteration 28Q: 3 clusters Score -5889731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5889729.000000 Penalty: 3555.342529
	Iteration 29Q: 3 clusters Score -5889729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5889731.000000 Penalty: 3555.342529
	Iteration 30Q: 3 clusters Score -5889731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5889736.500000 Penalty: 3555.342529
	Iteration 31Q: 3 clusters Score -5889736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5889755.000000 Penalty: 3555.342529
	Iteration 32Q: 3 clusters Score -5889755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5889769.000000 Penalty: 3555.342529
	Iteration 33Q: 3 clusters Score -5889769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5889776.500000 Penalty: 3555.342529
	Iteration 34Q: 3 clusters Score -5889776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5889779.500000 Penalty: 3555.342529
	Iteration 35Q: 3 clusters Score -5889780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5889782.500000 Penalty: 3555.342529
	Iteration 36Q: 3 clusters Score -5889782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5889786.500000 Penalty: 3555.342529
	Iteration 37Q: 3 clusters Score -5889786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5889791.500000 Penalty: 3555.342529
	Iteration 38Q: 3 clusters Score -5889792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5889793.500000 Penalty: 3555.342529
	Iteration 39Q: 3 clusters Score -5889794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5889789.500000 Penalty: 3555.342529
	Iteration 40F: 3 clusters Score -5889790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5889797.500000 Penalty: 3555.342529
	Iteration 41Q: 3 clusters Score -5889798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5889796.500000 Penalty: 3555.342529
	Iteration 42Q: 3 clusters Score -5889796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5889799.000000 Penalty: 3555.342529
	Iteration 43Q: 3 clusters Score -5889799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5889799.500000 Penalty: 3555.342529
	Iteration 44Q: 3 clusters Score -5889800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5889807.500000 Penalty: 3555.342529
	Iteration 45Q: 3 clusters Score -5889808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5889808.500000 Penalty: 3555.342529
	Iteration 46Q: 3 clusters Score -5889808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5889802.500000 Penalty: 3555.342529
	Iteration 47Q: 3 clusters Score -5889802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5889805.500000 Penalty: 3555.342529
	Iteration 48Q: 3 clusters Score -5889806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5889804.500000 Penalty: 3555.342529
	Iteration 49Q: 3 clusters Score -5889804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5889804.500000 Penalty: 3555.342529
	Iteration 50F: 3 clusters Score -5889804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -324731.281250 Penalty: 1314.988892
	Iteration 0F: 2 clusters Score -324731.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321847.593750 Penalty: 2629.977783
	Iteration 0F: 3 clusters Score -321847.6 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322596.531250 Penalty: 2629.977783
	Iteration 1F: 3 clusters Score -322596.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -322791.156250 Penalty: 2629.977783
	Iteration 2F: 3 clusters Score -322791.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -322913.062500 Penalty: 2629.977783
	Iteration 3F: 3 clusters Score -322913.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -323015.843750 Penalty: 2629.977783
	Iteration 4Q: 3 clusters Score -323015.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -323115.062500 Penalty: 2629.977783
	Iteration 5Q: 3 clusters Score -323115.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -323199.187500 Penalty: 2629.977783
	Iteration 6Q: 3 clusters Score -323199.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -323274.156250 Penalty: 2629.977783
	Iteration 7Q: 3 clusters Score -323274.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -323336.406250 Penalty: 2629.977783
	Iteration 8Q: 3 clusters Score -323336.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -323386.468750 Penalty: 2629.977783
	Iteration 9Q: 3 clusters Score -323386.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -323420.468750 Penalty: 2629.977783
	Iteration 10Q: 3 clusters Score -323420.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -323446.187500 Penalty: 2629.977783
	Iteration 11Q: 3 clusters Score -323446.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -323461.312500 Penalty: 2629.977783
	Iteration 12Q: 3 clusters Score -323461.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -323477.875000 Penalty: 2629.977783
	Iteration 13Q: 3 clusters Score -323477.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -323491.125000 Penalty: 2629.977783
	Iteration 14Q: 3 clusters Score -323491.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -323507.250000 Penalty: 2629.977783
	Iteration 15Q: 3 clusters Score -323507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -323523.062500 Penalty: 2629.977783
	Iteration 16Q: 3 clusters Score -323523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -323534.718750 Penalty: 2629.977783
	Iteration 17Q: 3 clusters Score -323534.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -323544.562500 Penalty: 2629.977783
	Iteration 18Q: 3 clusters Score -323544.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -323553.062500 Penalty: 2629.977783
	Iteration 19Q: 3 clusters Score -323553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -323557.375000 Penalty: 2629.977783
	Iteration 20F: 3 clusters Score -323557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -323561.093750 Penalty: 2629.977783
	Iteration 21Q: 3 clusters Score -323561.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -323568.218750 Penalty: 2629.977783
	Iteration 22Q: 3 clusters Score -323568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -323575.000000 Penalty: 2629.977783
	Iteration 23Q: 3 clusters Score -323575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -323580.687500 Penalty: 2629.977783
	Iteration 24Q: 3 clusters Score -323580.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -323583.781250 Penalty: 2629.977783
	Iteration 25Q: 3 clusters Score -323583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -323586.000000 Penalty: 2629.977783
	Iteration 26Q: 3 clusters Score -323586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -323587.656250 Penalty: 2629.977783
	Iteration 27Q: 3 clusters Score -323587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -323589.187500 Penalty: 2629.977783
	Iteration 28Q: 3 clusters Score -323589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -323589.500000 Penalty: 2629.977783
	Iteration 29Q: 3 clusters Score -323589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -323590.781250 Penalty: 2629.977783
	Iteration 30Q: 3 clusters Score -323590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -323591.593750 Penalty: 2629.977783
	Iteration 31Q: 3 clusters Score -323591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -323591.343750 Penalty: 2629.977783
	Iteration 32Q: 3 clusters Score -323591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -323592.156250 Penalty: 2629.977783
	Iteration 33Q: 3 clusters Score -323592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -323593.031250 Penalty: 2629.977783
	Iteration 34Q: 3 clusters Score -323593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -323592.968750 Penalty: 2629.977783
	Iteration 35Q: 3 clusters Score -323593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -323592.968750 Penalty: 2629.977783
	Iteration 36F: 3 clusters Score -323593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Entering Unmasked Estep 
Score: -2270316.000000 Penalty: 1622.595947
	Iteration 0F: 2 clusters Score -2270316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2255565.250000 Penalty: 3245.191895
	Iteration 0F: 3 clusters Score -2255565 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2260919.250000 Penalty: 3245.191895
	Iteration 1F: 3 clusters Score -2260919 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2261206.500000 Penalty: 3245.191895
	Iteration 2Q: 3 clusters Score -2261206 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2261476.000000 Penalty: 3245.191895
	Iteration 3Q: 3 clusters Score -2261476 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2261780.250000 Penalty: 3245.191895
	Iteration 4Q: 3 clusters Score -2261780 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2262148.500000 Penalty: 3245.191895
	Iteration 5Q: 3 clusters Score -2262148 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2262670.000000 Penalty: 3245.191895
	Iteration 6Q: 3 clusters Score -2262670 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2263439.250000 Penalty: 3245.191895
	Iteration 7F: 3 clusters Score -2263439 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2264532.750000 Penalty: 3245.191895
	Iteration 8F: 3 clusters Score -2264533 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2265888.750000 Penalty: 3245.191895
	Iteration 9F: 3 clusters Score -2265889 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2267186.000000 Penalty: 3245.191895
	Iteration 10F: 3 clusters Score -2267186 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2268042.000000 Penalty: 3245.191895
	Iteration 11Q: 3 clusters Score -2268042 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2268506.500000 Penalty: 3245.191895
	Iteration 12Q: 3 clusters Score -2268506 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2268731.750000 Penalty: 3245.191895
	Iteration 13Q: 3 clusters Score -2268732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2268837.000000 Penalty: 3245.191895
	Iteration 14Q: 3 clusters Score -2268837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2268871.500000 Penalty: 3245.191895
	Iteration 15Q: 3 clusters Score -2268872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2268900.500000 Penalty: 3245.191895
	Iteration 16Q: 3 clusters Score -2268900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2268913.750000 Penalty: 3245.191895
	Iteration 17Q: 3 clusters Score -2268914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2268923.500000 Penalty: 3245.191895
	Iteration 18Q: 3 clusters Score -2268924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2268936.250000 Penalty: 3245.191895
	Iteration 19Q: 3 clusters Score -2268936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2268940.500000 Penalty: 3245.191895
	Iteration 20F: 3 clusters Score -2268940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2268942.750000 Penalty: 3245.191895
	Iteration 21Q: 3 clusters Score -2268943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2268948.500000 Penalty: 3245.191895
	Iteration 22Q: 3 clusters Score -2268948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2268952.250000 Penalty: 3245.191895
	Iteration 23Q: 3 clusters Score -2268952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2268952.250000 Penalty: 3245.191895
	Iteration 24F: 3 clusters Score -2268952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Entering Unmasked Estep 
Score: -2138693.500000 Penalty: 1606.033691
	Iteration 0F: 2 clusters Score -2138694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2125388.500000 Penalty: 3212.067383
	Iteration 0F: 3 clusters Score -2125388 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2130172.750000 Penalty: 3212.067383
	Iteration 1F: 3 clusters Score -2130173 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2130544.000000 Penalty: 3212.067383
	Iteration 2F: 3 clusters Score -2130544 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2130974.500000 Penalty: 3212.067383
	Iteration 3F: 3 clusters Score -2130974 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2131573.750000 Penalty: 3212.067383
	Iteration 4F: 3 clusters Score -2131574 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2132455.250000 Penalty: 3212.067383
	Iteration 5F: 3 clusters Score -2132455 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2133622.500000 Penalty: 3212.067383
	Iteration 6F: 3 clusters Score -2133622 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2134869.250000 Penalty: 3212.067383
	Iteration 7F: 3 clusters Score -2134869 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2135877.250000 Penalty: 3212.067383
	Iteration 8F: 3 clusters Score -2135877 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2136491.250000 Penalty: 3212.067383
	Iteration 9Q: 3 clusters Score -2136491 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2136837.750000 Penalty: 3212.067383
	Iteration 10Q: 3 clusters Score -2136838 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2137020.250000 Penalty: 3212.067383
	Iteration 11Q: 3 clusters Score -2137020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2137150.250000 Penalty: 3212.067383
	Iteration 12Q: 3 clusters Score -2137150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2137207.250000 Penalty: 3212.067383
	Iteration 13Q: 3 clusters Score -2137207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2137235.750000 Penalty: 3212.067383
	Iteration 14Q: 3 clusters Score -2137236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2137251.000000 Penalty: 3212.067383
	Iteration 15Q: 3 clusters Score -2137251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2137264.000000 Penalty: 3212.067383
	Iteration 16Q: 3 clusters Score -2137264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2137277.500000 Penalty: 3212.067383
	Iteration 17Q: 3 clusters Score -2137278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2137288.500000 Penalty: 3212.067383
	Iteration 18Q: 3 clusters Score -2137288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2137300.750000 Penalty: 3212.067383
	Iteration 19Q: 3 clusters Score -2137301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2137304.750000 Penalty: 3212.067383
	Iteration 20F: 3 clusters Score -2137305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2137308.750000 Penalty: 3212.067383
	Iteration 21Q: 3 clusters Score -2137309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2137312.750000 Penalty: 3212.067383
	Iteration 22Q: 3 clusters Score -2137313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2137312.500000 Penalty: 3212.067383
	Iteration 23Q: 3 clusters Score -2137312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2137312.500000 Penalty: 3212.067383
	Iteration 24F: 3 clusters Score -2137312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -13201.077148 Penalty: 832.644104
	Iteration 0F: 2 clusters Score -13201.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12638.809570 Penalty: 1665.288208
	Iteration 0F: 3 clusters Score -12638.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12760.918945 Penalty: 1665.288208
	Iteration 1F: 3 clusters Score -12760.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12790.634766 Penalty: 1665.288208
	Iteration 2Q: 3 clusters Score -12790.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12843.884766 Penalty: 1665.288208
	Iteration 3F: 3 clusters Score -12843.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12871.630859 Penalty: 1665.288208
	Iteration 4Q: 3 clusters Score -12871.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12934.416016 Penalty: 1665.288208
	Iteration 5Q: 3 clusters Score -12934.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12965.884766 Penalty: 1665.288208
	Iteration 6Q: 3 clusters Score -12965.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -12971.859375 Penalty: 1665.288208
	Iteration 7Q: 3 clusters Score -12971.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -12971.859375 Penalty: 1665.288208
	Iteration 8F: 3 clusters Score -12971.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -339568.687500 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -339568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -336589.437500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -336589.4 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -337445.968750 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -337446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -337674.687500 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -337674.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -337864.968750 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -337865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -337996.812500 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -337996.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -338078.187500 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -338078.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -338131.375000 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -338131.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -338184.062500 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -338184.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -338226.906250 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -338226.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -338255.468750 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -338255.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -338293.656250 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -338293.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -338322.156250 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -338322.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -338347.343750 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -338347.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -338373.750000 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -338373.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -338400.468750 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -338400.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -338422.125000 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -338422.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -338437.187500 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -338437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -338456.187500 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -338456.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -338474.343750 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -338474.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -338490.218750 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -338490.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -338504.531250 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -338504.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -338519.812500 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -338519.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -338530.656250 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -338530.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -338538.750000 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -338538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -338540.562500 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -338540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -338543.281250 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -338543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -338543.656250 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -338543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -338544.500000 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -338544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -338546.312500 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -338546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -338546.187500 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -338546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -338546.187500 Penalty: 2651.517578
	Iteration 30F: 3 clusters Score -338546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -161647.546875 Penalty: 1192.991211
	Iteration 0F: 2 clusters Score -161647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159806.562500 Penalty: 2385.982422
	Iteration 0F: 3 clusters Score -159806.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160147.750000 Penalty: 2385.982422
	Iteration 1F: 3 clusters Score -160147.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160238.312500 Penalty: 2385.982422
	Iteration 2F: 3 clusters Score -160238.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160282.921875 Penalty: 2385.982422
	Iteration 3Q: 3 clusters Score -160282.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160302.625000 Penalty: 2385.982422
	Iteration 4Q: 3 clusters Score -160302.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160316.484375 Penalty: 2385.982422
	Iteration 5Q: 3 clusters Score -160316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160328.796875 Penalty: 2385.982422
	Iteration 6Q: 3 clusters Score -160328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160333.984375 Penalty: 2385.982422
	Iteration 7Q: 3 clusters Score -160334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160340.390625 Penalty: 2385.982422
	Iteration 8Q: 3 clusters Score -160340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160346.234375 Penalty: 2385.982422
	Iteration 9Q: 3 clusters Score -160346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160351.328125 Penalty: 2385.982422
	Iteration 10Q: 3 clusters Score -160351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160354.187500 Penalty: 2385.982422
	Iteration 11Q: 3 clusters Score -160354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160354.875000 Penalty: 2385.982422
	Iteration 12Q: 3 clusters Score -160354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160355.500000 Penalty: 2385.982422
	Iteration 13Q: 3 clusters Score -160355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160356.218750 Penalty: 2385.982422
	Iteration 14Q: 3 clusters Score -160356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160357.000000 Penalty: 2385.982422
	Iteration 15Q: 3 clusters Score -160357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160357.656250 Penalty: 2385.982422
	Iteration 16Q: 3 clusters Score -160357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160357.656250 Penalty: 2385.982422
	Iteration 17F: 3 clusters Score -160357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Entering Unmasked Estep 
Score: -2672537.000000 Penalty: 1644.795654
	Iteration 0F: 2 clusters Score -2672537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2655727.000000 Penalty: 3289.591309
	Iteration 0F: 3 clusters Score -2655727 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2661900.750000 Penalty: 3289.591309
	Iteration 1F: 3 clusters Score -2661901 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2662385.000000 Penalty: 3289.591309
	Iteration 2F: 3 clusters Score -2662385 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2662993.250000 Penalty: 3289.591309
	Iteration 3F: 3 clusters Score -2662993 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2663804.000000 Penalty: 3289.591309
	Iteration 4F: 3 clusters Score -2663804 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2664983.250000 Penalty: 3289.591309
	Iteration 5F: 3 clusters Score -2664983 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2666568.750000 Penalty: 3289.591309
	Iteration 6F: 3 clusters Score -2666569 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2668297.750000 Penalty: 3289.591309
	Iteration 7F: 3 clusters Score -2668298 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2669643.750000 Penalty: 3289.591309
	Iteration 8F: 3 clusters Score -2669644 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2670401.500000 Penalty: 3289.591309
	Iteration 9Q: 3 clusters Score -2670402 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2670794.750000 Penalty: 3289.591309
	Iteration 10Q: 3 clusters Score -2670795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2670945.000000 Penalty: 3289.591309
	Iteration 11Q: 3 clusters Score -2670945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2671021.250000 Penalty: 3289.591309
	Iteration 12Q: 3 clusters Score -2671021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2671064.250000 Penalty: 3289.591309
	Iteration 13Q: 3 clusters Score -2671064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2671101.500000 Penalty: 3289.591309
	Iteration 14Q: 3 clusters Score -2671102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2671112.250000 Penalty: 3289.591309
	Iteration 15Q: 3 clusters Score -2671112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2671120.750000 Penalty: 3289.591309
	Iteration 16Q: 3 clusters Score -2671121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2671122.500000 Penalty: 3289.591309
	Iteration 17Q: 3 clusters Score -2671122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2671125.500000 Penalty: 3289.591309
	Iteration 18Q: 3 clusters Score -2671126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2671127.500000 Penalty: 3289.591309
	Iteration 19Q: 3 clusters Score -2671128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2671127.500000 Penalty: 3289.591309
	Iteration 20F: 3 clusters Score -2671128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -538379.000000 Penalty: 1382.967896
	Iteration 0F: 2 clusters Score -538379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -534402.937500 Penalty: 2765.935791
	Iteration 0F: 3 clusters Score -534402.9 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -535462.187500 Penalty: 2765.935791
	Iteration 1F: 3 clusters Score -535462.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -535616.937500 Penalty: 2765.935791
	Iteration 2F: 3 clusters Score -535616.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -535722.062500 Penalty: 2765.935791
	Iteration 3Q: 3 clusters Score -535722.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -535790.187500 Penalty: 2765.935791
	Iteration 4Q: 3 clusters Score -535790.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -535845.687500 Penalty: 2765.935791
	Iteration 5Q: 3 clusters Score -535845.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -535883.812500 Penalty: 2765.935791
	Iteration 6Q: 3 clusters Score -535883.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -535916.000000 Penalty: 2765.935791
	Iteration 7Q: 3 clusters Score -535916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -535957.000000 Penalty: 2765.935791
	Iteration 8Q: 3 clusters Score -535957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -535994.937500 Penalty: 2765.935791
	Iteration 9Q: 3 clusters Score -535994.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -536033.750000 Penalty: 2765.935791
	Iteration 10Q: 3 clusters Score -536033.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -536068.750000 Penalty: 2765.935791
	Iteration 11Q: 3 clusters Score -536068.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -536101.687500 Penalty: 2765.935791
	Iteration 12Q: 3 clusters Score -536101.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -536141.937500 Penalty: 2765.935791
	Iteration 13Q: 3 clusters Score -536141.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -536183.937500 Penalty: 2765.935791
	Iteration 14Q: 3 clusters Score -536183.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -536226.875000 Penalty: 2765.935791
	Iteration 15Q: 3 clusters Score -536226.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -536278.750000 Penalty: 2765.935791
	Iteration 16Q: 3 clusters Score -536278.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -536338.125000 Penalty: 2765.935791
	Iteration 17Q: 3 clusters Score -536338.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -536393.625000 Penalty: 2765.935791
	Iteration 18Q: 3 clusters Score -536393.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -536468.625000 Penalty: 2765.935791
	Iteration 19Q: 3 clusters Score -536468.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -536557.250000 Penalty: 2765.935791
	Iteration 20F: 3 clusters Score -536557.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -536663.500000 Penalty: 2765.935791
	Iteration 21Q: 3 clusters Score -536663.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -536737.375000 Penalty: 2765.935791
	Iteration 22Q: 3 clusters Score -536737.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -536792.187500 Penalty: 2765.935791
	Iteration 23Q: 3 clusters Score -536792.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -536841.937500 Penalty: 2765.935791
	Iteration 24Q: 3 clusters Score -536841.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -536888.500000 Penalty: 2765.935791
	Iteration 25Q: 3 clusters Score -536888.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -536916.500000 Penalty: 2765.935791
	Iteration 26Q: 3 clusters Score -536916.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -536940.500000 Penalty: 2765.935791
	Iteration 27Q: 3 clusters Score -536940.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -536960.187500 Penalty: 2765.935791
	Iteration 28Q: 3 clusters Score -536960.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -536981.750000 Penalty: 2765.935791
	Iteration 29Q: 3 clusters Score -536981.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -536999.812500 Penalty: 2765.935791
	Iteration 30Q: 3 clusters Score -536999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -537015.562500 Penalty: 2765.935791
	Iteration 31Q: 3 clusters Score -537015.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -537026.625000 Penalty: 2765.935791
	Iteration 32Q: 3 clusters Score -537026.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -537036.500000 Penalty: 2765.935791
	Iteration 33Q: 3 clusters Score -537036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -537044.562500 Penalty: 2765.935791
	Iteration 34Q: 3 clusters Score -537044.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -537050.875000 Penalty: 2765.935791
	Iteration 35Q: 3 clusters Score -537050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -537054.375000 Penalty: 2765.935791
	Iteration 36Q: 3 clusters Score -537054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -537056.562500 Penalty: 2765.935791
	Iteration 37Q: 3 clusters Score -537056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -537058.125000 Penalty: 2765.935791
	Iteration 38Q: 3 clusters Score -537058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -537059.062500 Penalty: 2765.935791
	Iteration 39Q: 3 clusters Score -537059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -537060.750000 Penalty: 2765.935791
	Iteration 40F: 3 clusters Score -537060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -537062.250000 Penalty: 2765.935791
	Iteration 41Q: 3 clusters Score -537062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -537062.187500 Penalty: 2765.935791
	Iteration 42Q: 3 clusters Score -537062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -537062.812500 Penalty: 2765.935791
	Iteration 43Q: 3 clusters Score -537062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -537063.812500 Penalty: 2765.935791
	Iteration 44Q: 3 clusters Score -537063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -537064.500000 Penalty: 2765.935791
	Iteration 45Q: 3 clusters Score -537064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -537066.875000 Penalty: 2765.935791
	Iteration 46Q: 3 clusters Score -537066.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -537070.187500 Penalty: 2765.935791
	Iteration 47Q: 3 clusters Score -537070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -537071.437500 Penalty: 2765.935791
	Iteration 48Q: 3 clusters Score -537071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -537074.625000 Penalty: 2765.935791
	Iteration 49Q: 3 clusters Score -537074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -537074.937500 Penalty: 2765.935791
	Iteration 50Q: 3 clusters Score -537074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -537074.937500 Penalty: 2765.935791
	Iteration 51F: 3 clusters Score -537074.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Entering Unmasked Estep 
Score: -17745458.000000 Penalty: 1952.927124
	Iteration 0F: 2 clusters Score -1.774546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -17639964.000000 Penalty: 3905.854248
	Iteration 0F: 3 clusters Score -1.763996e+07 nChanged 79958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -17688258.000000 Penalty: 3905.854248
	Iteration 1F: 3 clusters Score -1.768826e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -17690700.000000 Penalty: 3905.854248
	Iteration 2Q: 3 clusters Score -1.76907e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -17694956.000000 Penalty: 3905.854248
	Iteration 3F: 3 clusters Score -1.769496e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -17701430.000000 Penalty: 3905.854248
	Iteration 4F: 3 clusters Score -1.770143e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -17710204.000000 Penalty: 3905.854248
	Iteration 5F: 3 clusters Score -1.77102e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -17720082.000000 Penalty: 3905.854248
	Iteration 6F: 3 clusters Score -1.772008e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -17729550.000000 Penalty: 3905.854248
	Iteration 7F: 3 clusters Score -1.772955e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -17736624.000000 Penalty: 3905.854248
	Iteration 8Q: 3 clusters Score -1.773662e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -17740816.000000 Penalty: 3905.854248
	Iteration 9Q: 3 clusters Score -1.774082e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148961 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -17742716.000000 Penalty: 3905.854248
	Iteration 10Q: 3 clusters Score -1.774272e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -17743614.000000 Penalty: 3905.854248
	Iteration 11Q: 3 clusters Score -1.774361e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -17744158.000000 Penalty: 3905.854248
	Iteration 12Q: 3 clusters Score -1.774416e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153937 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -17744464.000000 Penalty: 3905.854248
	Iteration 13Q: 3 clusters Score -1.774446e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -17744706.000000 Penalty: 3905.854248
	Iteration 14Q: 3 clusters Score -1.774471e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -17744730.000000 Penalty: 3905.854248
	Iteration 15Q: 3 clusters Score -1.774473e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -17744692.000000 Penalty: 3905.854248
	Iteration 16Q: 3 clusters Score -1.774469e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -17744654.000000 Penalty: 3905.854248
	Iteration 17Q: 3 clusters Score -1.774465e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157677 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -17744628.000000 Penalty: 3905.854248
	Iteration 18Q: 3 clusters Score -1.774463e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -17744522.000000 Penalty: 3905.854248
	Iteration 19Q: 3 clusters Score -1.774452e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -17744486.000000 Penalty: 3905.854248
	Iteration 20F: 3 clusters Score -1.774449e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158894 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -17744454.000000 Penalty: 3905.854248
	Iteration 21Q: 3 clusters Score -1.774445e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159219 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -17744454.000000 Penalty: 3905.854248
	Iteration 22Q: 3 clusters Score -1.774445e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -17744414.000000 Penalty: 3905.854248
	Iteration 23Q: 3 clusters Score -1.774441e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159726 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -17744412.000000 Penalty: 3905.854248
	Iteration 24Q: 3 clusters Score -1.774441e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -17744392.000000 Penalty: 3905.854248
	Iteration 25Q: 3 clusters Score -1.774439e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -17744382.000000 Penalty: 3905.854248
	Iteration 26Q: 3 clusters Score -1.774438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -17744380.000000 Penalty: 3905.854248
	Iteration 27Q: 3 clusters Score -1.774438e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160543 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -17744376.000000 Penalty: 3905.854248
	Iteration 28Q: 3 clusters Score -1.774438e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -17744340.000000 Penalty: 3905.854248
	Iteration 29Q: 3 clusters Score -1.774434e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160869 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -17744372.000000 Penalty: 3905.854248
	Iteration 30Q: 3 clusters Score -1.774437e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -17744348.000000 Penalty: 3905.854248
	Iteration 31Q: 3 clusters Score -1.774435e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -17744344.000000 Penalty: 3905.854248
	Iteration 32Q: 3 clusters Score -1.774434e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -17744316.000000 Penalty: 3905.854248
	Iteration 33Q: 3 clusters Score -1.774432e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -17744292.000000 Penalty: 3905.854248
	Iteration 34Q: 3 clusters Score -1.774429e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -17744282.000000 Penalty: 3905.854248
	Iteration 35Q: 3 clusters Score -1.774428e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -17744280.000000 Penalty: 3905.854248
	Iteration 36Q: 3 clusters Score -1.774428e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -17744274.000000 Penalty: 3905.854248
	Iteration 37Q: 3 clusters Score -1.774427e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -17744254.000000 Penalty: 3905.854248
	Iteration 38Q: 3 clusters Score -1.774425e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -17744248.000000 Penalty: 3905.854248
	Iteration 39Q: 3 clusters Score -1.774425e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161854 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -17744270.000000 Penalty: 3905.854248
	Iteration 40F: 3 clusters Score -1.774427e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -17744238.000000 Penalty: 3905.854248
	Iteration 41Q: 3 clusters Score -1.774424e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -17744240.000000 Penalty: 3905.854248
	Iteration 42Q: 3 clusters Score -1.774424e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -17744222.000000 Penalty: 3905.854248
	Iteration 43Q: 3 clusters Score -1.774422e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -17744238.000000 Penalty: 3905.854248
	Iteration 44Q: 3 clusters Score -1.774424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -17744224.000000 Penalty: 3905.854248
	Iteration 45Q: 3 clusters Score -1.774422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -17744232.000000 Penalty: 3905.854248
	Iteration 46Q: 3 clusters Score -1.774423e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -17744258.000000 Penalty: 3905.854248
	Iteration 47Q: 3 clusters Score -1.774426e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -17744236.000000 Penalty: 3905.854248
	Iteration 48Q: 3 clusters Score -1.774424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162363 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -17744240.000000 Penalty: 3905.854248
	Iteration 49Q: 3 clusters Score -1.774424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -17744238.000000 Penalty: 3905.854248
	Iteration 50Q: 3 clusters Score -1.774424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162436 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -17744232.000000 Penalty: 3905.854248
	Iteration 51Q: 3 clusters Score -1.774423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -17744226.000000 Penalty: 3905.854248
	Iteration 52Q: 3 clusters Score -1.774423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -17744228.000000 Penalty: 3905.854248
	Iteration 53Q: 3 clusters Score -1.774423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162507 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -17744228.000000 Penalty: 3905.854248
	Iteration 54Q: 3 clusters Score -1.774423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -17744196.000000 Penalty: 3905.854248
	Iteration 55Q: 3 clusters Score -1.77442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162535 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -17744212.000000 Penalty: 3905.854248
	Iteration 56Q: 3 clusters Score -1.774421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162544 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -17744224.000000 Penalty: 3905.854248
	Iteration 57Q: 3 clusters Score -1.774422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -17744218.000000 Penalty: 3905.854248
	Iteration 58Q: 3 clusters Score -1.774422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -17744208.000000 Penalty: 3905.854248
	Iteration 59Q: 3 clusters Score -1.774421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -17744220.000000 Penalty: 3905.854248
	Iteration 60F: 3 clusters Score -1.774422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -17744250.000000 Penalty: 3905.854248
	Iteration 61Q: 3 clusters Score -1.774425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162614 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -17744240.000000 Penalty: 3905.854248
	Iteration 62Q: 3 clusters Score -1.774424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -17744236.000000 Penalty: 3905.854248
	Iteration 63Q: 3 clusters Score -1.774424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162633 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17744242.000000 Penalty: 3905.854248
	Iteration 64Q: 3 clusters Score -1.774424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -17744242.000000 Penalty: 3905.854248
	Iteration 65Q: 3 clusters Score -1.774424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -17744236.000000 Penalty: 3905.854248
	Iteration 66Q: 3 clusters Score -1.774424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -17744236.000000 Penalty: 3905.854248
	Iteration 67Q: 3 clusters Score -1.774424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17744248.000000 Penalty: 3905.854248
	Iteration 68Q: 3 clusters Score -1.774425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -17744256.000000 Penalty: 3905.854248
	Iteration 69Q: 3 clusters Score -1.774426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -17744254.000000 Penalty: 3905.854248
	Iteration 70Q: 3 clusters Score -1.774425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162724 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -17744272.000000 Penalty: 3905.854248
	Iteration 71Q: 3 clusters Score -1.774427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -17744282.000000 Penalty: 3905.854248
	Iteration 72Q: 3 clusters Score -1.774428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162743 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -17744276.000000 Penalty: 3905.854248
	Iteration 73Q: 3 clusters Score -1.774428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162751 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -17744276.000000 Penalty: 3905.854248
	Iteration 74Q: 3 clusters Score -1.774428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -17744282.000000 Penalty: 3905.854248
	Iteration 75Q: 3 clusters Score -1.774428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -17744278.000000 Penalty: 3905.854248
	Iteration 76Q: 3 clusters Score -1.774428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -17744284.000000 Penalty: 3905.854248
	Iteration 77Q: 3 clusters Score -1.774428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -17744276.000000 Penalty: 3905.854248
	Iteration 78Q: 3 clusters Score -1.774428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162774 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -17744270.000000 Penalty: 3905.854248
	Iteration 79Q: 3 clusters Score -1.774427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162780 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -17744266.000000 Penalty: 3905.854248
	Iteration 80F: 3 clusters Score -1.774427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -17744288.000000 Penalty: 3905.854248
	Iteration 81Q: 3 clusters Score -1.774429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162800 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -17744286.000000 Penalty: 3905.854248
	Iteration 82Q: 3 clusters Score -1.774429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17744278.000000 Penalty: 3905.854248
	Iteration 83Q: 3 clusters Score -1.774428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -17744292.000000 Penalty: 3905.854248
	Iteration 84Q: 3 clusters Score -1.774429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -17744292.000000 Penalty: 3905.854248
	Iteration 85Q: 3 clusters Score -1.774429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -17744294.000000 Penalty: 3905.854248
	Iteration 86Q: 3 clusters Score -1.774429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17744282.000000 Penalty: 3905.854248
	Iteration 87Q: 3 clusters Score -1.774428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17744290.000000 Penalty: 3905.854248
	Iteration 88Q: 3 clusters Score -1.774429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162878 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -17744296.000000 Penalty: 3905.854248
	Iteration 89Q: 3 clusters Score -1.77443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -17744290.000000 Penalty: 3905.854248
	Iteration 90Q: 3 clusters Score -1.774429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17744292.000000 Penalty: 3905.854248
	Iteration 91Q: 3 clusters Score -1.774429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -17744288.000000 Penalty: 3905.854248
	Iteration 92Q: 3 clusters Score -1.774429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -17744292.000000 Penalty: 3905.854248
	Iteration 93Q: 3 clusters Score -1.774429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162898 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -17744294.000000 Penalty: 3905.854248
	Iteration 94Q: 3 clusters Score -1.774429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17744302.000000 Penalty: 3905.854248
	Iteration 95Q: 3 clusters Score -1.77443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162906 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -17744306.000000 Penalty: 3905.854248
	Iteration 96Q: 3 clusters Score -1.774431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17744316.000000 Penalty: 3905.854248
	Iteration 97Q: 3 clusters Score -1.774432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17744312.000000 Penalty: 3905.854248
	Iteration 98Q: 3 clusters Score -1.774431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -17744314.000000 Penalty: 3905.854248
	Iteration 99Q: 3 clusters Score -1.774431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -17744316.000000 Penalty: 3905.854248
	Iteration 100F: 3 clusters Score -1.774432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17744302.000000 Penalty: 3905.854248
	Iteration 101Q: 3 clusters Score -1.77443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -17744314.000000 Penalty: 3905.854248
	Iteration 102Q: 3 clusters Score -1.774431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162950 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -17744322.000000 Penalty: 3905.854248
	Iteration 103Q: 3 clusters Score -1.774432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -17744322.000000 Penalty: 3905.854248
	Iteration 104Q: 3 clusters Score -1.774432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -17744324.000000 Penalty: 3905.854248
	Iteration 105Q: 3 clusters Score -1.774432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -17744324.000000 Penalty: 3905.854248
	Iteration 106Q: 3 clusters Score -1.774432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162960 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -17744332.000000 Penalty: 3905.854248
	Iteration 107Q: 3 clusters Score -1.774433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -17744320.000000 Penalty: 3905.854248
	Iteration 108Q: 3 clusters Score -1.774432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -17744342.000000 Penalty: 3905.854248
	Iteration 109Q: 3 clusters Score -1.774434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -17744330.000000 Penalty: 3905.854248
	Iteration 110Q: 3 clusters Score -1.774433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -17744334.000000 Penalty: 3905.854248
	Iteration 111Q: 3 clusters Score -1.774433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17744340.000000 Penalty: 3905.854248
	Iteration 112Q: 3 clusters Score -1.774434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17744332.000000 Penalty: 3905.854248
	Iteration 113Q: 3 clusters Score -1.774433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162991 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -17744338.000000 Penalty: 3905.854248
	Iteration 114Q: 3 clusters Score -1.774434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17744326.000000 Penalty: 3905.854248
	Iteration 115Q: 3 clusters Score -1.774433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -17744330.000000 Penalty: 3905.854248
	Iteration 116Q: 3 clusters Score -1.774433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -17744328.000000 Penalty: 3905.854248
	Iteration 117Q: 3 clusters Score -1.774433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162998 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17744326.000000 Penalty: 3905.854248
	Iteration 118Q: 3 clusters Score -1.774433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163003 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -17744316.000000 Penalty: 3905.854248
	Iteration 119Q: 3 clusters Score -1.774432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17744316.000000 Penalty: 3905.854248
	Iteration 120F: 3 clusters Score -1.774432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163018 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -17744310.000000 Penalty: 3905.854248
	Iteration 121Q: 3 clusters Score -1.774431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17744318.000000 Penalty: 3905.854248
	Iteration 122Q: 3 clusters Score -1.774432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163032 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -17744326.000000 Penalty: 3905.854248
	Iteration 123Q: 3 clusters Score -1.774433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -17744322.000000 Penalty: 3905.854248
	Iteration 124Q: 3 clusters Score -1.774432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17744348.000000 Penalty: 3905.854248
	Iteration 125Q: 3 clusters Score -1.774435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17744362.000000 Penalty: 3905.854248
	Iteration 126Q: 3 clusters Score -1.774436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -17744352.000000 Penalty: 3905.854248
	Iteration 127Q: 3 clusters Score -1.774435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163077 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17744354.000000 Penalty: 3905.854248
	Iteration 128Q: 3 clusters Score -1.774435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163086 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -17744352.000000 Penalty: 3905.854248
	Iteration 129Q: 3 clusters Score -1.774435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163094 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -17744354.000000 Penalty: 3905.854248
	Iteration 130Q: 3 clusters Score -1.774435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17744348.000000 Penalty: 3905.854248
	Iteration 131Q: 3 clusters Score -1.774435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -17744340.000000 Penalty: 3905.854248
	Iteration 132Q: 3 clusters Score -1.774434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163138 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -17744338.000000 Penalty: 3905.854248
	Iteration 133Q: 3 clusters Score -1.774434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -17744340.000000 Penalty: 3905.854248
	Iteration 134Q: 3 clusters Score -1.774434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -17744340.000000 Penalty: 3905.854248
	Iteration 135Q: 3 clusters Score -1.774434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -17744348.000000 Penalty: 3905.854248
	Iteration 136Q: 3 clusters Score -1.774435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -17744348.000000 Penalty: 3905.854248
	Iteration 137Q: 3 clusters Score -1.774435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17744352.000000 Penalty: 3905.854248
	Iteration 138Q: 3 clusters Score -1.774435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17744356.000000 Penalty: 3905.854248
	Iteration 139Q: 3 clusters Score -1.774436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -17744354.000000 Penalty: 3905.854248
	Iteration 140F: 3 clusters Score -1.774435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -17744362.000000 Penalty: 3905.854248
	Iteration 141Q: 3 clusters Score -1.774436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163259 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -17744378.000000 Penalty: 3905.854248
	Iteration 142Q: 3 clusters Score -1.774438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163269 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -17744366.000000 Penalty: 3905.854248
	Iteration 143Q: 3 clusters Score -1.774437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -17744376.000000 Penalty: 3905.854248
	Iteration 144Q: 3 clusters Score -1.774438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -17744360.000000 Penalty: 3905.854248
	Iteration 145Q: 3 clusters Score -1.774436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163282 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -17744356.000000 Penalty: 3905.854248
	Iteration 146Q: 3 clusters Score -1.774436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -17744358.000000 Penalty: 3905.854248
	Iteration 147Q: 3 clusters Score -1.774436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -17744368.000000 Penalty: 3905.854248
	Iteration 148Q: 3 clusters Score -1.774437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163295 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -17744374.000000 Penalty: 3905.854248
	Iteration 149Q: 3 clusters Score -1.774437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17744366.000000 Penalty: 3905.854248
	Iteration 150Q: 3 clusters Score -1.774437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -17744370.000000 Penalty: 3905.854248
	Iteration 151Q: 3 clusters Score -1.774437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -17744366.000000 Penalty: 3905.854248
	Iteration 152Q: 3 clusters Score -1.774437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -17744362.000000 Penalty: 3905.854248
	Iteration 153Q: 3 clusters Score -1.774436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -17744362.000000 Penalty: 3905.854248
	Iteration 154F: 3 clusters Score -1.774436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 175882 members 
Mstep: Class 3 contains 29916 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 16385 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 248439 members 
Mstep: Class 11 contains 56360 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 21703 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3493 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 24880 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 22 contains 165713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476240.000000 Penalty: 44211.253906
Iteration 439Q: 21 clusters Score -8.447624e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 175358 members 
Mstep: Class 3 contains 29908 members 
Mstep: Class 4 contains 6158 members 
Mstep: Class 5 contains 10576 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 249906 members 
Mstep: Class 11 contains 56330 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 21714 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 24313 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 165438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476464.000000 Penalty: 44211.253906
Iteration 440F: 21 clusters Score -8.447646e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 174846 members 
Mstep: Class 3 contains 29876 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 16366 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12715 members 
Mstep: Class 10 contains 251373 members 
Mstep: Class 11 contains 56299 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 21724 members 
Mstep: Class 14 contains 19525 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 23789 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 165160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476640.000000 Penalty: 44211.253906
Iteration 441Q: 21 clusters Score -8.447664e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 174298 members 
Mstep: Class 3 contains 29835 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 10532 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 16354 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12723 members 
Mstep: Class 10 contains 252829 members 
Mstep: Class 11 contains 56273 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 21735 members 
Mstep: Class 14 contains 19451 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 23329 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 164897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477000.000000 Penalty: 44211.253906
Iteration 442Q: 21 clusters Score -8.4477e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 173758 members 
Mstep: Class 3 contains 29769 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12723 members 
Mstep: Class 10 contains 254264 members 
Mstep: Class 11 contains 56237 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 19388 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 22898 members 
Mstep: Class 21 contains 4969 members 
Mstep: Class 22 contains 164631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477616.000000 Penalty: 44211.253906
Iteration 443Q: 21 clusters Score -8.447762e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 173280 members 
Mstep: Class 3 contains 29703 members 
Mstep: Class 4 contains 6166 members 
Mstep: Class 5 contains 10499 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 16326 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12713 members 
Mstep: Class 10 contains 255709 members 
Mstep: Class 11 contains 56189 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 21760 members 
Mstep: Class 14 contains 19316 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 22476 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 164317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477944.000000 Penalty: 44211.253906
Iteration 444Q: 21 clusters Score -8.447794e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 172727 members 
Mstep: Class 3 contains 29647 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 10483 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 16313 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 10 contains 257155 members 
Mstep: Class 11 contains 56129 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 22123 members 
Mstep: Class 21 contains 4965 members 
Mstep: Class 22 contains 164004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477728.000000 Penalty: 44211.253906
Iteration 445Q: 21 clusters Score -8.447773e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 172222 members 
Mstep: Class 3 contains 29555 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 10466 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 16300 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12697 members 
Mstep: Class 10 contains 258595 members 
Mstep: Class 11 contains 56066 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 21746 members 
Mstep: Class 21 contains 4955 members 
Mstep: Class 22 contains 163728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477704.000000 Penalty: 44211.253906
Iteration 446Q: 21 clusters Score -8.44777e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 171661 members 
Mstep: Class 3 contains 29476 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 10449 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 16289 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 10 contains 259969 members 
Mstep: Class 11 contains 56022 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 21779 members 
Mstep: Class 14 contains 19096 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 21424 members 
Mstep: Class 21 contains 4956 members 
Mstep: Class 22 contains 163469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477760.000000 Penalty: 44211.253906
Iteration 447Q: 21 clusters Score -8.447776e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 171130 members 
Mstep: Class 3 contains 29409 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 10426 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 10 contains 261352 members 
Mstep: Class 11 contains 55994 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 19025 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 21113 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 163144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477912.000000 Penalty: 44211.253906
Iteration 448Q: 21 clusters Score -8.447791e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 170644 members 
Mstep: Class 3 contains 29338 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 10407 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 262654 members 
Mstep: Class 11 contains 55976 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 18951 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 20837 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 162836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478024.000000 Penalty: 44211.253906
Iteration 449Q: 21 clusters Score -8.447802e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 170210 members 
Mstep: Class 3 contains 29275 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 10399 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 10 contains 263907 members 
Mstep: Class 11 contains 55955 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 21831 members 
Mstep: Class 14 contains 18883 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 20569 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 162487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478240.000000 Penalty: 44211.253906
Iteration 450Q: 21 clusters Score -8.447824e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 169820 members 
Mstep: Class 3 contains 29225 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 10387 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 16239 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 10 contains 264978 members 
Mstep: Class 11 contains 55930 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 21852 members 
Mstep: Class 14 contains 18828 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 20294 members 
Mstep: Class 21 contains 4946 members 
Mstep: Class 22 contains 162249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478408.000000 Penalty: 44211.253906
Iteration 451Q: 21 clusters Score -8.447841e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 169444 members 
Mstep: Class 3 contains 29199 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 10372 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 16231 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12710 members 
Mstep: Class 10 contains 265877 members 
Mstep: Class 11 contains 55929 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 18786 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 20023 members 
Mstep: Class 21 contains 4948 members 
Mstep: Class 22 contains 162083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478312.000000 Penalty: 44211.253906
Iteration 452Q: 21 clusters Score -8.447831e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 169182 members 
Mstep: Class 3 contains 29171 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 10365 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16219 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12717 members 
Mstep: Class 10 contains 266655 members 
Mstep: Class 11 contains 55926 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 21892 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 19756 members 
Mstep: Class 21 contains 4941 members 
Mstep: Class 22 contains 161930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478720.000000 Penalty: 44211.253906
Iteration 453Q: 21 clusters Score -8.447872e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 168922 members 
Mstep: Class 3 contains 29135 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 10360 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 16213 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12720 members 
Mstep: Class 10 contains 267397 members 
Mstep: Class 11 contains 55936 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 18700 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3469 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 19486 members 
Mstep: Class 21 contains 4937 members 
Mstep: Class 22 contains 161773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478712.000000 Penalty: 44211.253906
Iteration 454Q: 21 clusters Score -8.447871e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 168729 members 
Mstep: Class 3 contains 29099 members 
Mstep: Class 4 contains 6183 members 
Mstep: Class 5 contains 10341 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 16208 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12726 members 
Mstep: Class 10 contains 268031 members 
Mstep: Class 11 contains 55916 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 13 contains 21930 members 
Mstep: Class 14 contains 18674 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 19244 members 
Mstep: Class 21 contains 4934 members 
Mstep: Class 22 contains 161655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479504.000000 Penalty: 44211.253906
Iteration 455Q: 21 clusters Score -8.44795e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 168507 members 
Mstep: Class 3 contains 29056 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 10326 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 16202 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12729 members 
Mstep: Class 10 contains 268792 members 
Mstep: Class 11 contains 55896 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 21941 members 
Mstep: Class 14 contains 18625 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 19006 members 
Mstep: Class 21 contains 4928 members 
Mstep: Class 22 contains 161470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480008.000000 Penalty: 44211.253906
Iteration 456Q: 21 clusters Score -8.448001e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 168230 members 
Mstep: Class 3 contains 28983 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 16191 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12721 members 
Mstep: Class 10 contains 269657 members 
Mstep: Class 11 contains 55868 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 21943 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 18812 members 
Mstep: Class 21 contains 4908 members 
Mstep: Class 22 contains 161258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480344.000000 Penalty: 44211.253906
Iteration 457Q: 21 clusters Score -8.448034e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 167809 members 
Mstep: Class 3 contains 28891 members 
Mstep: Class 4 contains 6207 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 16178 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12724 members 
Mstep: Class 10 contains 270723 members 
Mstep: Class 11 contains 55855 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 14 contains 18524 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 160981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 458Q: 21 clusters Score -8.448124e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 167240 members 
Mstep: Class 3 contains 28743 members 
Mstep: Class 4 contains 6216 members 
Mstep: Class 5 contains 10325 members 
Mstep: Class 6 contains 1385 members 
Mstep: Class 7 contains 16170 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12724 members 
Mstep: Class 10 contains 272083 members 
Mstep: Class 11 contains 55845 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 21938 members 
Mstep: Class 14 contains 18439 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 18447 members 
Mstep: Class 21 contains 4852 members 
Mstep: Class 22 contains 160658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481984.000000 Penalty: 44211.253906
Iteration 459Q: 21 clusters Score -8.448198e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 166539 members 
Mstep: Class 3 contains 28556 members 
Mstep: Class 4 contains 6223 members 
Mstep: Class 5 contains 10332 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 16156 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 10 contains 273757 members 
Mstep: Class 11 contains 55848 members 
Mstep: Class 12 contains 3288 members 
Mstep: Class 13 contains 21933 members 
Mstep: Class 14 contains 18334 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 18244 members 
Mstep: Class 21 contains 4807 members 
Mstep: Class 22 contains 160236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482640.000000 Penalty: 44211.253906
Iteration 460F: 21 clusters Score -8.448264e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 165614 members 
Mstep: Class 3 contains 28319 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 5 contains 10338 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 275838 members 
Mstep: Class 11 contains 55837 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 21915 members 
Mstep: Class 14 contains 18200 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3467 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 18038 members 
Mstep: Class 21 contains 4761 members 
Mstep: Class 22 contains 159767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483304.000000 Penalty: 44211.253906
Iteration 461Q: 21 clusters Score -8.44833e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 164509 members 
Mstep: Class 3 contains 28034 members 
Mstep: Class 4 contains 6234 members 
Mstep: Class 5 contains 10359 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 16113 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 278321 members 
Mstep: Class 11 contains 55807 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 21900 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 17820 members 
Mstep: Class 21 contains 4699 members 
Mstep: Class 22 contains 159234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483808.000000 Penalty: 44211.253906
Iteration 462Q: 21 clusters Score -8.448381e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 163276 members 
Mstep: Class 3 contains 27693 members 
Mstep: Class 4 contains 6242 members 
Mstep: Class 5 contains 10383 members 
Mstep: Class 6 contains 1442 members 
Mstep: Class 7 contains 16087 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 10 contains 281104 members 
Mstep: Class 11 contains 55784 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 158640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84483656.000000 Penalty: 44211.253906
Iteration 463Q: 21 clusters Score -8.448366e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 161941 members 
Mstep: Class 3 contains 27370 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 10401 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12674 members 
Mstep: Class 10 contains 284025 members 
Mstep: Class 11 contains 55780 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 21883 members 
Mstep: Class 14 contains 17441 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 17344 members 
Mstep: Class 21 contains 4517 members 
Mstep: Class 22 contains 158080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84482800.000000 Penalty: 44211.253906
Iteration 464Q: 21 clusters Score -8.44828e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 161109 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 10427 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 16041 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 10 contains 286398 members 
Mstep: Class 11 contains 55771 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 17106 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 17157 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 157487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481936.000000 Penalty: 44211.253906
Iteration 465Q: 21 clusters Score -8.448194e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 160930 members 
Mstep: Class 3 contains 26862 members 
Mstep: Class 4 contains 6247 members 
Mstep: Class 5 contains 10451 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12639 members 
Mstep: Class 10 contains 288007 members 
Mstep: Class 11 contains 55773 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 16808 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 16898 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 22 contains 156955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480800.000000 Penalty: 44211.253906
Iteration 466Q: 21 clusters Score -8.44808e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 161124 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 10461 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 15992 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 10 contains 289031 members 
Mstep: Class 11 contains 55818 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 16536 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 16614 members 
Mstep: Class 21 contains 4261 members 
Mstep: Class 22 contains 156573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479800.000000 Penalty: 44211.253906
Iteration 467Q: 21 clusters Score -8.44798e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 161609 members 
Mstep: Class 3 contains 26560 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 15985 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 10 contains 289579 members 
Mstep: Class 11 contains 55846 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 21843 members 
Mstep: Class 14 contains 16318 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 16283 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 156288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478704.000000 Penalty: 44211.253906
Iteration 468Q: 21 clusters Score -8.44787e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 162249 members 
Mstep: Class 3 contains 26466 members 
Mstep: Class 4 contains 6259 members 
Mstep: Class 5 contains 10496 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12626 members 
Mstep: Class 10 contains 289924 members 
Mstep: Class 11 contains 55853 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 21828 members 
Mstep: Class 14 contains 16127 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 15901 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 156090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477984.000000 Penalty: 44211.253906
Iteration 469Q: 21 clusters Score -8.447798e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 162993 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 6266 members 
Mstep: Class 5 contains 10510 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 289852 members 
Mstep: Class 11 contains 55839 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 21820 members 
Mstep: Class 14 contains 16013 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 1477 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 4087 members 
Mstep: Class 22 contains 156103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477200.000000 Penalty: 44211.253906
Iteration 470Q: 21 clusters Score -8.44772e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 163733 members 
Mstep: Class 3 contains 26420 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 15904 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 289638 members 
Mstep: Class 11 contains 55843 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 21819 members 
Mstep: Class 14 contains 15913 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3433 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 15112 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 156179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476904.000000 Penalty: 44211.253906
Iteration 471Q: 21 clusters Score -8.44769e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 164509 members 
Mstep: Class 3 contains 26449 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 10531 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 15873 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12618 members 
Mstep: Class 10 contains 289173 members 
Mstep: Class 11 contains 55861 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 21811 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 156339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476184.000000 Penalty: 44211.253906
Iteration 472Q: 21 clusters Score -8.447618e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 165188 members 
Mstep: Class 3 contains 26516 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 10542 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 15834 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 288625 members 
Mstep: Class 11 contains 55873 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 15906 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 14246 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 156591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475568.000000 Penalty: 44211.253906
Iteration 473Q: 21 clusters Score -8.447557e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 165743 members 
Mstep: Class 3 contains 26583 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 10537 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 15812 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 288186 members 
Mstep: Class 11 contains 55866 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 21817 members 
Mstep: Class 14 contains 15930 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 4005 members 
Mstep: Class 22 contains 156864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475200.000000 Penalty: 44211.253906
Iteration 474Q: 21 clusters Score -8.44752e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 166201 members 
Mstep: Class 3 contains 26675 members 
Mstep: Class 4 contains 6272 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 15799 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12634 members 
Mstep: Class 10 contains 287849 members 
Mstep: Class 11 contains 55872 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 15968 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 3994 members 
Mstep: Class 22 contains 157035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474752.000000 Penalty: 44211.253906
Iteration 475Q: 21 clusters Score -8.447475e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 166573 members 
Mstep: Class 3 contains 26787 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 10532 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 15783 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12634 members 
Mstep: Class 10 contains 287499 members 
Mstep: Class 11 contains 55863 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 21843 members 
Mstep: Class 14 contains 16049 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 3976 members 
Mstep: Class 22 contains 157271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474168.000000 Penalty: 44211.253906
Iteration 476Q: 21 clusters Score -8.447417e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 166875 members 
Mstep: Class 3 contains 26915 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 10531 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 287235 members 
Mstep: Class 11 contains 55813 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 16142 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 12669 members 
Mstep: Class 21 contains 3972 members 
Mstep: Class 22 contains 157467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473768.000000 Penalty: 44211.253906
Iteration 477Q: 21 clusters Score -8.447377e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 167107 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 10531 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 15765 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12630 members 
Mstep: Class 10 contains 287014 members 
Mstep: Class 11 contains 55775 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 21856 members 
Mstep: Class 14 contains 16254 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 3981 members 
Mstep: Class 22 contains 157654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473456.000000 Penalty: 44211.253906
Iteration 478Q: 21 clusters Score -8.447346e+07 nChanged 3554
Entering ConstructFrom: 
Score: -84473456.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -538668.875000 Penalty: 1390.073120
	Iteration 0F: 2 clusters Score -538668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -534558.125000 Penalty: 2780.146240
	Iteration 0F: 3 clusters Score -534558.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -535717.187500 Penalty: 2780.146240
	Iteration 1F: 3 clusters Score -535717.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -535922.125000 Penalty: 2780.146240
	Iteration 2F: 3 clusters Score -535922.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -536108.687500 Penalty: 2780.146240
	Iteration 3F: 3 clusters Score -536108.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -536248.000000 Penalty: 2780.146240
	Iteration 4Q: 3 clusters Score -536248 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -536367.937500 Penalty: 2780.146240
	Iteration 5Q: 3 clusters Score -536367.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -536480.687500 Penalty: 2780.146240
	Iteration 6Q: 3 clusters Score -536480.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -536571.000000 Penalty: 2780.146240
	Iteration 7Q: 3 clusters Score -536571 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -536647.687500 Penalty: 2780.146240
	Iteration 8Q: 3 clusters Score -536647.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -536711.437500 Penalty: 2780.146240
	Iteration 9Q: 3 clusters Score -536711.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -536760.062500 Penalty: 2780.146240
	Iteration 10Q: 3 clusters Score -536760.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -536810.187500 Penalty: 2780.146240
	Iteration 11Q: 3 clusters Score -536810.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -536860.187500 Penalty: 2780.146240
	Iteration 12Q: 3 clusters Score -536860.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -536908.687500 Penalty: 2780.146240
	Iteration 13Q: 3 clusters Score -536908.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -536950.250000 Penalty: 2780.146240
	Iteration 14Q: 3 clusters Score -536950.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -536984.937500 Penalty: 2780.146240
	Iteration 15Q: 3 clusters Score -536984.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -537018.312500 Penalty: 2780.146240
	Iteration 16Q: 3 clusters Score -537018.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -537053.500000 Penalty: 2780.146240
	Iteration 17Q: 3 clusters Score -537053.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -537101.625000 Penalty: 2780.146240
	Iteration 18Q: 3 clusters Score -537101.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -537148.687500 Penalty: 2780.146240
	Iteration 19Q: 3 clusters Score -537148.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -537196.312500 Penalty: 2780.146240
	Iteration 20F: 3 clusters Score -537196.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -537248.812500 Penalty: 2780.146240
	Iteration 21Q: 3 clusters Score -537248.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -537280.000000 Penalty: 2780.146240
	Iteration 22Q: 3 clusters Score -537280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -537310.687500 Penalty: 2780.146240
	Iteration 23Q: 3 clusters Score -537310.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -537344.187500 Penalty: 2780.146240
	Iteration 24Q: 3 clusters Score -537344.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -537376.937500 Penalty: 2780.146240
	Iteration 25Q: 3 clusters Score -537376.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -537418.875000 Penalty: 2780.146240
	Iteration 26Q: 3 clusters Score -537418.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -537468.812500 Penalty: 2780.146240
	Iteration 27Q: 3 clusters Score -537468.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -537504.562500 Penalty: 2780.146240
	Iteration 28Q: 3 clusters Score -537504.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -537531.125000 Penalty: 2780.146240
	Iteration 29Q: 3 clusters Score -537531.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -537556.000000 Penalty: 2780.146240
	Iteration 30Q: 3 clusters Score -537556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -537572.062500 Penalty: 2780.146240
	Iteration 31Q: 3 clusters Score -537572.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -537589.437500 Penalty: 2780.146240
	Iteration 32Q: 3 clusters Score -537589.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -537603.062500 Penalty: 2780.146240
	Iteration 33Q: 3 clusters Score -537603.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -537614.625000 Penalty: 2780.146240
	Iteration 34Q: 3 clusters Score -537614.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -537627.437500 Penalty: 2780.146240
	Iteration 35Q: 3 clusters Score -537627.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -537633.437500 Penalty: 2780.146240
	Iteration 36Q: 3 clusters Score -537633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -537637.625000 Penalty: 2780.146240
	Iteration 37Q: 3 clusters Score -537637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -537642.500000 Penalty: 2780.146240
	Iteration 38Q: 3 clusters Score -537642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -537644.250000 Penalty: 2780.146240
	Iteration 39Q: 3 clusters Score -537644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -537648.375000 Penalty: 2780.146240
	Iteration 40F: 3 clusters Score -537648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -537649.875000 Penalty: 2780.146240
	Iteration 41Q: 3 clusters Score -537649.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -537651.937500 Penalty: 2780.146240
	Iteration 42Q: 3 clusters Score -537651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -537652.125000 Penalty: 2780.146240
	Iteration 43Q: 3 clusters Score -537652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -537653.250000 Penalty: 2780.146240
	Iteration 44Q: 3 clusters Score -537653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537652.937500 Penalty: 2780.146240
	Iteration 45Q: 3 clusters Score -537652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537652.750000 Penalty: 2780.146240
	Iteration 46Q: 3 clusters Score -537652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537653.687500 Penalty: 2780.146240
	Iteration 47Q: 3 clusters Score -537653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537653.687500 Penalty: 2780.146240
	Iteration 48F: 3 clusters Score -537653.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Entering Unmasked Estep 
Score: -17906068.000000 Penalty: 1954.392334
	Iteration 0F: 2 clusters Score -1.790607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -17797794.000000 Penalty: 3908.784668
	Iteration 0F: 3 clusters Score -1.779779e+07 nChanged 81223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -17846194.000000 Penalty: 3908.784668
	Iteration 1F: 3 clusters Score -1.784619e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -17847418.000000 Penalty: 3908.784668
	Iteration 2Q: 3 clusters Score -1.784742e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -17848836.000000 Penalty: 3908.784668
	Iteration 3Q: 3 clusters Score -1.784884e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -17850594.000000 Penalty: 3908.784668
	Iteration 4Q: 3 clusters Score -1.785059e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -17852944.000000 Penalty: 3908.784668
	Iteration 5Q: 3 clusters Score -1.785294e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -17856322.000000 Penalty: 3908.784668
	Iteration 6Q: 3 clusters Score -1.785632e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -17861180.000000 Penalty: 3908.784668
	Iteration 7F: 3 clusters Score -1.786118e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -17868298.000000 Penalty: 3908.784668
	Iteration 8F: 3 clusters Score -1.78683e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -17875612.000000 Penalty: 3908.784668
	Iteration 9F: 3 clusters Score -1.787561e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -17880026.000000 Penalty: 3908.784668
	Iteration 10F: 3 clusters Score -1.788003e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -17881520.000000 Penalty: 3908.784668
	Iteration 11Q: 3 clusters Score -1.788152e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -17882128.000000 Penalty: 3908.784668
	Iteration 12Q: 3 clusters Score -1.788213e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -17882744.000000 Penalty: 3908.784668
	Iteration 13Q: 3 clusters Score -1.788274e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108335 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -17883046.000000 Penalty: 3908.784668
	Iteration 14Q: 3 clusters Score -1.788305e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -17883484.000000 Penalty: 3908.784668
	Iteration 15Q: 3 clusters Score -1.788348e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -17884030.000000 Penalty: 3908.784668
	Iteration 16Q: 3 clusters Score -1.788403e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -17884398.000000 Penalty: 3908.784668
	Iteration 17Q: 3 clusters Score -1.78844e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -17884844.000000 Penalty: 3908.784668
	Iteration 18Q: 3 clusters Score -1.788484e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -17885338.000000 Penalty: 3908.784668
	Iteration 19Q: 3 clusters Score -1.788534e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -17885870.000000 Penalty: 3908.784668
	Iteration 20F: 3 clusters Score -1.788587e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -17886454.000000 Penalty: 3908.784668
	Iteration 21Q: 3 clusters Score -1.788645e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -17886948.000000 Penalty: 3908.784668
	Iteration 22Q: 3 clusters Score -1.788695e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -17887472.000000 Penalty: 3908.784668
	Iteration 23Q: 3 clusters Score -1.788747e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -17888000.000000 Penalty: 3908.784668
	Iteration 24Q: 3 clusters Score -1.7888e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -17888518.000000 Penalty: 3908.784668
	Iteration 25Q: 3 clusters Score -1.788852e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -17889056.000000 Penalty: 3908.784668
	Iteration 26Q: 3 clusters Score -1.788906e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -17889722.000000 Penalty: 3908.784668
	Iteration 27Q: 3 clusters Score -1.788972e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132528 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -17890454.000000 Penalty: 3908.784668
	Iteration 28Q: 3 clusters Score -1.789045e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -17891202.000000 Penalty: 3908.784668
	Iteration 29Q: 3 clusters Score -1.78912e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -17891940.000000 Penalty: 3908.784668
	Iteration 30Q: 3 clusters Score -1.789194e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -17892824.000000 Penalty: 3908.784668
	Iteration 31Q: 3 clusters Score -1.789282e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -17893754.000000 Penalty: 3908.784668
	Iteration 32Q: 3 clusters Score -1.789375e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -17894756.000000 Penalty: 3908.784668
	Iteration 33Q: 3 clusters Score -1.789476e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143953 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -17895664.000000 Penalty: 3908.784668
	Iteration 34Q: 3 clusters Score -1.789566e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -17896662.000000 Penalty: 3908.784668
	Iteration 35Q: 3 clusters Score -1.789666e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -17897660.000000 Penalty: 3908.784668
	Iteration 36Q: 3 clusters Score -1.789766e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -17898560.000000 Penalty: 3908.784668
	Iteration 37Q: 3 clusters Score -1.789856e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -17899322.000000 Penalty: 3908.784668
	Iteration 38Q: 3 clusters Score -1.789932e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -17899920.000000 Penalty: 3908.784668
	Iteration 39Q: 3 clusters Score -1.789992e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -17900552.000000 Penalty: 3908.784668
	Iteration 40F: 3 clusters Score -1.790055e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -17901048.000000 Penalty: 3908.784668
	Iteration 41Q: 3 clusters Score -1.790105e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157053 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -17901476.000000 Penalty: 3908.784668
	Iteration 42Q: 3 clusters Score -1.790148e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -17901904.000000 Penalty: 3908.784668
	Iteration 43Q: 3 clusters Score -1.79019e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -17902338.000000 Penalty: 3908.784668
	Iteration 44Q: 3 clusters Score -1.790234e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -17902612.000000 Penalty: 3908.784668
	Iteration 45Q: 3 clusters Score -1.790261e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -17902886.000000 Penalty: 3908.784668
	Iteration 46Q: 3 clusters Score -1.790289e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161960 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -17903142.000000 Penalty: 3908.784668
	Iteration 47Q: 3 clusters Score -1.790314e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162691 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -17903328.000000 Penalty: 3908.784668
	Iteration 48Q: 3 clusters Score -1.790333e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -17903520.000000 Penalty: 3908.784668
	Iteration 49Q: 3 clusters Score -1.790352e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -17903708.000000 Penalty: 3908.784668
	Iteration 50Q: 3 clusters Score -1.790371e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -17903912.000000 Penalty: 3908.784668
	Iteration 51Q: 3 clusters Score -1.790391e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -17903996.000000 Penalty: 3908.784668
	Iteration 52Q: 3 clusters Score -1.7904e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165253 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17904074.000000 Penalty: 3908.784668
	Iteration 53Q: 3 clusters Score -1.790407e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17904116.000000 Penalty: 3908.784668
	Iteration 54Q: 3 clusters Score -1.790412e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17904122.000000 Penalty: 3908.784668
	Iteration 55Q: 3 clusters Score -1.790412e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166023 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17904194.000000 Penalty: 3908.784668
	Iteration 56Q: 3 clusters Score -1.790419e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17904260.000000 Penalty: 3908.784668
	Iteration 57Q: 3 clusters Score -1.790426e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17904302.000000 Penalty: 3908.784668
	Iteration 58Q: 3 clusters Score -1.79043e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17904324.000000 Penalty: 3908.784668
	Iteration 59Q: 3 clusters Score -1.790432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166464 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17904390.000000 Penalty: 3908.784668
	Iteration 60F: 3 clusters Score -1.790439e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -17904402.000000 Penalty: 3908.784668
	Iteration 61Q: 3 clusters Score -1.79044e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -17904430.000000 Penalty: 3908.784668
	Iteration 62Q: 3 clusters Score -1.790443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -17904452.000000 Penalty: 3908.784668
	Iteration 63Q: 3 clusters Score -1.790445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -17904480.000000 Penalty: 3908.784668
	Iteration 64Q: 3 clusters Score -1.790448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17904468.000000 Penalty: 3908.784668
	Iteration 65Q: 3 clusters Score -1.790447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -17904478.000000 Penalty: 3908.784668
	Iteration 66Q: 3 clusters Score -1.790448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -17904478.000000 Penalty: 3908.784668
	Iteration 67Q: 3 clusters Score -1.790448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -17904486.000000 Penalty: 3908.784668
	Iteration 68Q: 3 clusters Score -1.790449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17904496.000000 Penalty: 3908.784668
	Iteration 69Q: 3 clusters Score -1.79045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17904476.000000 Penalty: 3908.784668
	Iteration 70Q: 3 clusters Score -1.790448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -17904500.000000 Penalty: 3908.784668
	Iteration 71Q: 3 clusters Score -1.79045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17904506.000000 Penalty: 3908.784668
	Iteration 72Q: 3 clusters Score -1.790451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17904488.000000 Penalty: 3908.784668
	Iteration 73Q: 3 clusters Score -1.790449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -17904504.000000 Penalty: 3908.784668
	Iteration 74Q: 3 clusters Score -1.79045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166760 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -17904496.000000 Penalty: 3908.784668
	Iteration 75Q: 3 clusters Score -1.79045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166770 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17904494.000000 Penalty: 3908.784668
	Iteration 76Q: 3 clusters Score -1.790449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166774 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17904494.000000 Penalty: 3908.784668
	Iteration 77Q: 3 clusters Score -1.790449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -17904508.000000 Penalty: 3908.784668
	Iteration 78Q: 3 clusters Score -1.790451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17904506.000000 Penalty: 3908.784668
	Iteration 79Q: 3 clusters Score -1.790451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -17904508.000000 Penalty: 3908.784668
	Iteration 80F: 3 clusters Score -1.790451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17904510.000000 Penalty: 3908.784668
	Iteration 81Q: 3 clusters Score -1.790451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -17904514.000000 Penalty: 3908.784668
	Iteration 82Q: 3 clusters Score -1.790451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166799 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -17904508.000000 Penalty: 3908.784668
	Iteration 83Q: 3 clusters Score -1.790451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17904532.000000 Penalty: 3908.784668
	Iteration 84Q: 3 clusters Score -1.790453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166808 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -17904534.000000 Penalty: 3908.784668
	Iteration 85Q: 3 clusters Score -1.790453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17904540.000000 Penalty: 3908.784668
	Iteration 86Q: 3 clusters Score -1.790454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17904542.000000 Penalty: 3908.784668
	Iteration 87Q: 3 clusters Score -1.790454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17904542.000000 Penalty: 3908.784668
	Iteration 88F: 3 clusters Score -1.790454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Entering Unmasked Estep 
Score: -2951702.000000 Penalty: 1659.354614
	Iteration 0F: 2 clusters Score -2951702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2933295.000000 Penalty: 3318.709229
	Iteration 0F: 3 clusters Score -2933295 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2940333.500000 Penalty: 3318.709229
	Iteration 1F: 3 clusters Score -2940334 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2940810.750000 Penalty: 3318.709229
	Iteration 2Q: 3 clusters Score -2940811 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2941355.000000 Penalty: 3318.709229
	Iteration 3Q: 3 clusters Score -2941355 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2942091.750000 Penalty: 3318.709229
	Iteration 4F: 3 clusters Score -2942092 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2942959.000000 Penalty: 3318.709229
	Iteration 5F: 3 clusters Score -2942959 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2944096.000000 Penalty: 3318.709229
	Iteration 6F: 3 clusters Score -2944096 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2945582.750000 Penalty: 3318.709229
	Iteration 7F: 3 clusters Score -2945583 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2947272.000000 Penalty: 3318.709229
	Iteration 8F: 3 clusters Score -2947272 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2948999.250000 Penalty: 3318.709229
	Iteration 9F: 3 clusters Score -2948999 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2950063.250000 Penalty: 3318.709229
	Iteration 10Q: 3 clusters Score -2950063 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2950536.750000 Penalty: 3318.709229
	Iteration 11Q: 3 clusters Score -2950537 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2950780.750000 Penalty: 3318.709229
	Iteration 12Q: 3 clusters Score -2950781 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2950945.000000 Penalty: 3318.709229
	Iteration 13Q: 3 clusters Score -2950945 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2951084.750000 Penalty: 3318.709229
	Iteration 14Q: 3 clusters Score -2951085 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2951218.000000 Penalty: 3318.709229
	Iteration 15Q: 3 clusters Score -2951218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2951313.250000 Penalty: 3318.709229
	Iteration 16Q: 3 clusters Score -2951313 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2951403.500000 Penalty: 3318.709229
	Iteration 17Q: 3 clusters Score -2951404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2951490.500000 Penalty: 3318.709229
	Iteration 18Q: 3 clusters Score -2951490 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2951562.500000 Penalty: 3318.709229
	Iteration 19Q: 3 clusters Score -2951562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2951611.500000 Penalty: 3318.709229
	Iteration 20F: 3 clusters Score -2951612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2951665.250000 Penalty: 3318.709229
	Iteration 21Q: 3 clusters Score -2951665 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2951707.750000 Penalty: 3318.709229
	Iteration 22Q: 3 clusters Score -2951708 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2951734.750000 Penalty: 3318.709229
	Iteration 23Q: 3 clusters Score -2951735 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2951768.750000 Penalty: 3318.709229
	Iteration 24Q: 3 clusters Score -2951769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2951795.250000 Penalty: 3318.709229
	Iteration 25Q: 3 clusters Score -2951795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2951817.500000 Penalty: 3318.709229
	Iteration 26Q: 3 clusters Score -2951818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2951846.750000 Penalty: 3318.709229
	Iteration 27Q: 3 clusters Score -2951847 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2951865.250000 Penalty: 3318.709229
	Iteration 28Q: 3 clusters Score -2951865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2951870.750000 Penalty: 3318.709229
	Iteration 29Q: 3 clusters Score -2951871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2951874.750000 Penalty: 3318.709229
	Iteration 30Q: 3 clusters Score -2951875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2951877.750000 Penalty: 3318.709229
	Iteration 31Q: 3 clusters Score -2951878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2951884.000000 Penalty: 3318.709229
	Iteration 32Q: 3 clusters Score -2951884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2951881.250000 Penalty: 3318.709229
	Iteration 33Q: 3 clusters Score -2951881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2951885.250000 Penalty: 3318.709229
	Iteration 34Q: 3 clusters Score -2951885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2951878.750000 Penalty: 3318.709229
	Iteration 35Q: 3 clusters Score -2951879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2951876.750000 Penalty: 3318.709229
	Iteration 36Q: 3 clusters Score -2951877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2951880.000000 Penalty: 3318.709229
	Iteration 37Q: 3 clusters Score -2951880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2951879.750000 Penalty: 3318.709229
	Iteration 38Q: 3 clusters Score -2951880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2951877.500000 Penalty: 3318.709229
	Iteration 39Q: 3 clusters Score -2951878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2951878.750000 Penalty: 3318.709229
	Iteration 40F: 3 clusters Score -2951879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2951886.250000 Penalty: 3318.709229
	Iteration 41Q: 3 clusters Score -2951886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2951879.500000 Penalty: 3318.709229
	Iteration 42Q: 3 clusters Score -2951880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2951875.000000 Penalty: 3318.709229
	Iteration 43Q: 3 clusters Score -2951875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2951877.000000 Penalty: 3318.709229
	Iteration 44Q: 3 clusters Score -2951877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2951877.500000 Penalty: 3318.709229
	Iteration 45Q: 3 clusters Score -2951878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2951880.250000 Penalty: 3318.709229
	Iteration 46Q: 3 clusters Score -2951880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2951881.500000 Penalty: 3318.709229
	Iteration 47Q: 3 clusters Score -2951882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2951878.750000 Penalty: 3318.709229
	Iteration 48Q: 3 clusters Score -2951879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2951878.000000 Penalty: 3318.709229
	Iteration 49Q: 3 clusters Score -2951878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2951874.500000 Penalty: 3318.709229
	Iteration 50Q: 3 clusters Score -2951874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2951881.500000 Penalty: 3318.709229
	Iteration 51Q: 3 clusters Score -2951882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2951884.250000 Penalty: 3318.709229
	Iteration 52Q: 3 clusters Score -2951884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2951880.750000 Penalty: 3318.709229
	Iteration 53Q: 3 clusters Score -2951881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2951878.500000 Penalty: 3318.709229
	Iteration 54Q: 3 clusters Score -2951878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2951878.500000 Penalty: 3318.709229
	Iteration 55F: 3 clusters Score -2951878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 167214 members 
Mstep: Class 3 contains 15557 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 286812 members 
Mstep: Class 11 contains 55770 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 21884 members 
Mstep: Class 14 contains 16394 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 11655 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 11935 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 157811 members 
Entering Unmasked Estep 
Score: -84473040.000000 Penalty: 46421.816406
Splitting cluster 3 changes total score from -84473456.000000 to -84473040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -639788.187500 Penalty: 1420.979248
	Iteration 0F: 2 clusters Score -639788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -635028.062500 Penalty: 2841.958496
	Iteration 0F: 3 clusters Score -635028.1 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -636517.812500 Penalty: 2841.958496
	Iteration 1F: 3 clusters Score -636517.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -637117.437500 Penalty: 2841.958496
	Iteration 2F: 3 clusters Score -637117.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -637722.687500 Penalty: 2841.958496
	Iteration 3F: 3 clusters Score -637722.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -638277.937500 Penalty: 2841.958496
	Iteration 4F: 3 clusters Score -638277.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -638730.562500 Penalty: 2841.958496
	Iteration 5F: 3 clusters Score -638730.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -639037.125000 Penalty: 2841.958496
	Iteration 6F: 3 clusters Score -639037.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -639214.562500 Penalty: 2841.958496
	Iteration 7Q: 3 clusters Score -639214.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -639326.000000 Penalty: 2841.958496
	Iteration 8Q: 3 clusters Score -639326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -639408.062500 Penalty: 2841.958496
	Iteration 9Q: 3 clusters Score -639408.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -639465.125000 Penalty: 2841.958496
	Iteration 10Q: 3 clusters Score -639465.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -639501.750000 Penalty: 2841.958496
	Iteration 11Q: 3 clusters Score -639501.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -639532.687500 Penalty: 2841.958496
	Iteration 12Q: 3 clusters Score -639532.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -639556.062500 Penalty: 2841.958496
	Iteration 13Q: 3 clusters Score -639556.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -639577.437500 Penalty: 2841.958496
	Iteration 14Q: 3 clusters Score -639577.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -639597.375000 Penalty: 2841.958496
	Iteration 15Q: 3 clusters Score -639597.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -639615.687500 Penalty: 2841.958496
	Iteration 16Q: 3 clusters Score -639615.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -639628.812500 Penalty: 2841.958496
	Iteration 17Q: 3 clusters Score -639628.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -639643.250000 Penalty: 2841.958496
	Iteration 18Q: 3 clusters Score -639643.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -639651.625000 Penalty: 2841.958496
	Iteration 19Q: 3 clusters Score -639651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -639656.750000 Penalty: 2841.958496
	Iteration 20F: 3 clusters Score -639656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -639658.937500 Penalty: 2841.958496
	Iteration 21Q: 3 clusters Score -639658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -639662.000000 Penalty: 2841.958496
	Iteration 22Q: 3 clusters Score -639662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -639663.562500 Penalty: 2841.958496
	Iteration 23Q: 3 clusters Score -639663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -639663.625000 Penalty: 2841.958496
	Iteration 24Q: 3 clusters Score -639663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -639663.812500 Penalty: 2841.958496
	Iteration 25Q: 3 clusters Score -639663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -639663.812500 Penalty: 2841.958496
	Iteration 26F: 3 clusters Score -639663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -1102053.000000 Penalty: 1505.272705
	Iteration 0F: 2 clusters Score -1102053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1094611.500000 Penalty: 3010.545410
	Iteration 0F: 3 clusters Score -1094612 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1097045.000000 Penalty: 3010.545410
	Iteration 1F: 3 clusters Score -1097045 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1097287.750000 Penalty: 3010.545410
	Iteration 2F: 3 clusters Score -1097288 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1097508.000000 Penalty: 3010.545410
	Iteration 3Q: 3 clusters Score -1097508 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1097731.875000 Penalty: 3010.545410
	Iteration 4Q: 3 clusters Score -1097732 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1097950.500000 Penalty: 3010.545410
	Iteration 5Q: 3 clusters Score -1097950 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1098220.625000 Penalty: 3010.545410
	Iteration 6Q: 3 clusters Score -1098221 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1098528.250000 Penalty: 3010.545410
	Iteration 7Q: 3 clusters Score -1098528 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1098883.125000 Penalty: 3010.545410
	Iteration 8F: 3 clusters Score -1098883 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1099183.750000 Penalty: 3010.545410
	Iteration 9Q: 3 clusters Score -1099184 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1099414.625000 Penalty: 3010.545410
	Iteration 10Q: 3 clusters Score -1099415 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1099574.375000 Penalty: 3010.545410
	Iteration 11Q: 3 clusters Score -1099574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1099664.250000 Penalty: 3010.545410
	Iteration 12Q: 3 clusters Score -1099664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1099718.125000 Penalty: 3010.545410
	Iteration 13Q: 3 clusters Score -1099718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1099758.750000 Penalty: 3010.545410
	Iteration 14Q: 3 clusters Score -1099759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1099793.125000 Penalty: 3010.545410
	Iteration 15Q: 3 clusters Score -1099793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1099829.750000 Penalty: 3010.545410
	Iteration 16Q: 3 clusters Score -1099830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1099877.125000 Penalty: 3010.545410
	Iteration 17Q: 3 clusters Score -1099877 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1099920.875000 Penalty: 3010.545410
	Iteration 18Q: 3 clusters Score -1099921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1099964.125000 Penalty: 3010.545410
	Iteration 19Q: 3 clusters Score -1099964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1100008.250000 Penalty: 3010.545410
	Iteration 20F: 3 clusters Score -1100008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1100055.250000 Penalty: 3010.545410
	Iteration 21Q: 3 clusters Score -1100055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1100100.375000 Penalty: 3010.545410
	Iteration 22Q: 3 clusters Score -1100100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1100139.625000 Penalty: 3010.545410
	Iteration 23Q: 3 clusters Score -1100140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1100182.625000 Penalty: 3010.545410
	Iteration 24Q: 3 clusters Score -1100183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1100234.250000 Penalty: 3010.545410
	Iteration 25Q: 3 clusters Score -1100234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1100287.375000 Penalty: 3010.545410
	Iteration 26Q: 3 clusters Score -1100287 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1100324.500000 Penalty: 3010.545410
	Iteration 27Q: 3 clusters Score -1100324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1100361.250000 Penalty: 3010.545410
	Iteration 28Q: 3 clusters Score -1100361 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1100409.750000 Penalty: 3010.545410
	Iteration 29Q: 3 clusters Score -1100410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1100448.000000 Penalty: 3010.545410
	Iteration 30Q: 3 clusters Score -1100448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1100478.500000 Penalty: 3010.545410
	Iteration 31Q: 3 clusters Score -1100478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1100506.000000 Penalty: 3010.545410
	Iteration 32Q: 3 clusters Score -1100506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1100533.375000 Penalty: 3010.545410
	Iteration 33Q: 3 clusters Score -1100533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1100557.125000 Penalty: 3010.545410
	Iteration 34Q: 3 clusters Score -1100557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1100590.625000 Penalty: 3010.545410
	Iteration 35Q: 3 clusters Score -1100591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1100617.250000 Penalty: 3010.545410
	Iteration 36Q: 3 clusters Score -1100617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1100640.750000 Penalty: 3010.545410
	Iteration 37Q: 3 clusters Score -1100641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1100655.625000 Penalty: 3010.545410
	Iteration 38Q: 3 clusters Score -1100656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100673.875000 Penalty: 3010.545410
	Iteration 39Q: 3 clusters Score -1100674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1100689.375000 Penalty: 3010.545410
	Iteration 40F: 3 clusters Score -1100689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1100705.125000 Penalty: 3010.545410
	Iteration 41Q: 3 clusters Score -1100705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1100721.000000 Penalty: 3010.545410
	Iteration 42Q: 3 clusters Score -1100721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1100733.500000 Penalty: 3010.545410
	Iteration 43Q: 3 clusters Score -1100734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1100743.000000 Penalty: 3010.545410
	Iteration 44Q: 3 clusters Score -1100743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1100752.500000 Penalty: 3010.545410
	Iteration 45Q: 3 clusters Score -1100752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1100762.250000 Penalty: 3010.545410
	Iteration 46Q: 3 clusters Score -1100762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1100768.875000 Penalty: 3010.545410
	Iteration 47Q: 3 clusters Score -1100769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1100777.875000 Penalty: 3010.545410
	Iteration 48Q: 3 clusters Score -1100778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1100783.875000 Penalty: 3010.545410
	Iteration 49Q: 3 clusters Score -1100784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1100783.750000 Penalty: 3010.545410
	Iteration 50Q: 3 clusters Score -1100784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1100787.500000 Penalty: 3010.545410
	Iteration 51Q: 3 clusters Score -1100788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1100788.875000 Penalty: 3010.545410
	Iteration 52Q: 3 clusters Score -1100789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1100789.250000 Penalty: 3010.545410
	Iteration 53Q: 3 clusters Score -1100789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1100789.750000 Penalty: 3010.545410
	Iteration 54Q: 3 clusters Score -1100790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1100789.625000 Penalty: 3010.545410
	Iteration 55Q: 3 clusters Score -1100790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1100789.250000 Penalty: 3010.545410
	Iteration 56Q: 3 clusters Score -1100789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1100791.875000 Penalty: 3010.545410
	Iteration 57Q: 3 clusters Score -1100792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1100790.375000 Penalty: 3010.545410
	Iteration 58Q: 3 clusters Score -1100790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1100791.125000 Penalty: 3010.545410
	Iteration 59Q: 3 clusters Score -1100791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1100793.250000 Penalty: 3010.545410
	Iteration 60F: 3 clusters Score -1100793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1100795.125000 Penalty: 3010.545410
	Iteration 61Q: 3 clusters Score -1100795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1100796.750000 Penalty: 3010.545410
	Iteration 62Q: 3 clusters Score -1100797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1100797.500000 Penalty: 3010.545410
	Iteration 63Q: 3 clusters Score -1100798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1100799.250000 Penalty: 3010.545410
	Iteration 64Q: 3 clusters Score -1100799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1100801.500000 Penalty: 3010.545410
	Iteration 65Q: 3 clusters Score -1100802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1100804.875000 Penalty: 3010.545410
	Iteration 66Q: 3 clusters Score -1100805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1100805.375000 Penalty: 3010.545410
	Iteration 67Q: 3 clusters Score -1100805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1100806.250000 Penalty: 3010.545410
	Iteration 68Q: 3 clusters Score -1100806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1100806.125000 Penalty: 3010.545410
	Iteration 69Q: 3 clusters Score -1100806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1100804.750000 Penalty: 3010.545410
	Iteration 70Q: 3 clusters Score -1100805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1100806.125000 Penalty: 3010.545410
	Iteration 71Q: 3 clusters Score -1100806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1100807.250000 Penalty: 3010.545410
	Iteration 72Q: 3 clusters Score -1100807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1100810.000000 Penalty: 3010.545410
	Iteration 73Q: 3 clusters Score -1100810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1100810.750000 Penalty: 3010.545410
	Iteration 74Q: 3 clusters Score -1100811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1100812.625000 Penalty: 3010.545410
	Iteration 75Q: 3 clusters Score -1100813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1100813.375000 Penalty: 3010.545410
	Iteration 76Q: 3 clusters Score -1100813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1100814.125000 Penalty: 3010.545410
	Iteration 77Q: 3 clusters Score -1100814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1100813.125000 Penalty: 3010.545410
	Iteration 78Q: 3 clusters Score -1100813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1100812.875000 Penalty: 3010.545410
	Iteration 79Q: 3 clusters Score -1100813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1100812.875000 Penalty: 3010.545410
	Iteration 80F: 3 clusters Score -1100813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -127225.132812 Penalty: 1154.289795
	Iteration 0F: 2 clusters Score -127225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125646.632812 Penalty: 2308.579590
	Iteration 0F: 3 clusters Score -125646.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125916.476562 Penalty: 2308.579590
	Iteration 1F: 3 clusters Score -125916.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125964.390625 Penalty: 2308.579590
	Iteration 2F: 3 clusters Score -125964.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -126000.437500 Penalty: 2308.579590
	Iteration 3Q: 3 clusters Score -126000.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -126028.015625 Penalty: 2308.579590
	Iteration 4Q: 3 clusters Score -126028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126044.085938 Penalty: 2308.579590
	Iteration 5Q: 3 clusters Score -126044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -126051.742188 Penalty: 2308.579590
	Iteration 6Q: 3 clusters Score -126051.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126061.078125 Penalty: 2308.579590
	Iteration 7Q: 3 clusters Score -126061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126070.367188 Penalty: 2308.579590
	Iteration 8Q: 3 clusters Score -126070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -126079.718750 Penalty: 2308.579590
	Iteration 9Q: 3 clusters Score -126079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -126083.554688 Penalty: 2308.579590
	Iteration 10Q: 3 clusters Score -126083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -126091.281250 Penalty: 2308.579590
	Iteration 11Q: 3 clusters Score -126091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126098.906250 Penalty: 2308.579590
	Iteration 12Q: 3 clusters Score -126098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126103.398438 Penalty: 2308.579590
	Iteration 13Q: 3 clusters Score -126103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126107.335938 Penalty: 2308.579590
	Iteration 14Q: 3 clusters Score -126107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126113.000000 Penalty: 2308.579590
	Iteration 15Q: 3 clusters Score -126113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126117.539062 Penalty: 2308.579590
	Iteration 16Q: 3 clusters Score -126117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126123.937500 Penalty: 2308.579590
	Iteration 17Q: 3 clusters Score -126123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126131.289062 Penalty: 2308.579590
	Iteration 18Q: 3 clusters Score -126131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126138.343750 Penalty: 2308.579590
	Iteration 19Q: 3 clusters Score -126138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126146.382812 Penalty: 2308.579590
	Iteration 20F: 3 clusters Score -126146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126150.054688 Penalty: 2308.579590
	Iteration 21Q: 3 clusters Score -126150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126150.414062 Penalty: 2308.579590
	Iteration 22Q: 3 clusters Score -126150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126150.671875 Penalty: 2308.579590
	Iteration 23Q: 3 clusters Score -126150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126151.390625 Penalty: 2308.579590
	Iteration 24Q: 3 clusters Score -126151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126151.390625 Penalty: 2308.579590
	Iteration 25F: 3 clusters Score -126151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Entering Unmasked Estep 
Score: -1671944.125000 Penalty: 1570.568970
	Iteration 0F: 2 clusters Score -1671944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1661159.250000 Penalty: 3141.137939
	Iteration 0F: 3 clusters Score -1661159 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1664885.125000 Penalty: 3141.137939
	Iteration 1F: 3 clusters Score -1664885 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1665172.750000 Penalty: 3141.137939
	Iteration 2F: 3 clusters Score -1665173 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1665415.375000 Penalty: 3141.137939
	Iteration 3Q: 3 clusters Score -1665415 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1665661.250000 Penalty: 3141.137939
	Iteration 4Q: 3 clusters Score -1665661 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1665916.250000 Penalty: 3141.137939
	Iteration 5Q: 3 clusters Score -1665916 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1666151.000000 Penalty: 3141.137939
	Iteration 6Q: 3 clusters Score -1666151 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1666402.500000 Penalty: 3141.137939
	Iteration 7Q: 3 clusters Score -1666402 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1666720.750000 Penalty: 3141.137939
	Iteration 8Q: 3 clusters Score -1666721 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1667122.250000 Penalty: 3141.137939
	Iteration 9Q: 3 clusters Score -1667122 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1667665.500000 Penalty: 3141.137939
	Iteration 10F: 3 clusters Score -1667666 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1668318.250000 Penalty: 3141.137939
	Iteration 11F: 3 clusters Score -1668318 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1668953.875000 Penalty: 3141.137939
	Iteration 12F: 3 clusters Score -1668954 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1669526.250000 Penalty: 3141.137939
	Iteration 13Q: 3 clusters Score -1669526 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1669957.375000 Penalty: 3141.137939
	Iteration 14Q: 3 clusters Score -1669957 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1670216.875000 Penalty: 3141.137939
	Iteration 15Q: 3 clusters Score -1670217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1670340.750000 Penalty: 3141.137939
	Iteration 16Q: 3 clusters Score -1670341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1670437.875000 Penalty: 3141.137939
	Iteration 17Q: 3 clusters Score -1670438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1670485.625000 Penalty: 3141.137939
	Iteration 18Q: 3 clusters Score -1670486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1670514.625000 Penalty: 3141.137939
	Iteration 19Q: 3 clusters Score -1670515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1670542.000000 Penalty: 3141.137939
	Iteration 20F: 3 clusters Score -1670542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1670565.875000 Penalty: 3141.137939
	Iteration 21Q: 3 clusters Score -1670566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1670581.125000 Penalty: 3141.137939
	Iteration 22Q: 3 clusters Score -1670581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1670591.875000 Penalty: 3141.137939
	Iteration 23Q: 3 clusters Score -1670592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1670599.500000 Penalty: 3141.137939
	Iteration 24Q: 3 clusters Score -1670600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1670604.875000 Penalty: 3141.137939
	Iteration 25Q: 3 clusters Score -1670605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1670609.625000 Penalty: 3141.137939
	Iteration 26Q: 3 clusters Score -1670610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1670611.250000 Penalty: 3141.137939
	Iteration 27Q: 3 clusters Score -1670611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1670613.000000 Penalty: 3141.137939
	Iteration 28Q: 3 clusters Score -1670613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1670613.000000 Penalty: 3141.137939
	Iteration 29F: 3 clusters Score -1670613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -12127.861328 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -12127.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11599.455078 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -11599.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11714.541016 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -11714.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11739.795898 Penalty: 1628.456543
	Iteration 2Q: 3 clusters Score -11739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11747.201172 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -11747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11769.721680 Penalty: 1628.456543
	Iteration 4Q: 3 clusters Score -11769.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11774.281250 Penalty: 1628.456543
	Iteration 5Q: 3 clusters Score -11774.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11785.142578 Penalty: 1628.456543
	Iteration 6Q: 3 clusters Score -11785.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11785.142578 Penalty: 1628.456543
	Iteration 7F: 3 clusters Score -11785.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Entering Unmasked Estep 
Score: -1327342.750000 Penalty: 1534.545166
	Iteration 0F: 2 clusters Score -1327343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1318485.875000 Penalty: 3069.090332
	Iteration 0F: 3 clusters Score -1318486 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1321423.125000 Penalty: 3069.090332
	Iteration 1F: 3 clusters Score -1321423 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1321751.875000 Penalty: 3069.090332
	Iteration 2F: 3 clusters Score -1321752 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1322077.750000 Penalty: 3069.090332
	Iteration 3F: 3 clusters Score -1322078 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1322393.500000 Penalty: 3069.090332
	Iteration 4F: 3 clusters Score -1322394 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1322640.500000 Penalty: 3069.090332
	Iteration 5Q: 3 clusters Score -1322640 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1322883.750000 Penalty: 3069.090332
	Iteration 6Q: 3 clusters Score -1322884 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1323096.875000 Penalty: 3069.090332
	Iteration 7Q: 3 clusters Score -1323097 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1323269.250000 Penalty: 3069.090332
	Iteration 8Q: 3 clusters Score -1323269 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1323430.250000 Penalty: 3069.090332
	Iteration 9Q: 3 clusters Score -1323430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1323598.000000 Penalty: 3069.090332
	Iteration 10Q: 3 clusters Score -1323598 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1323768.625000 Penalty: 3069.090332
	Iteration 11Q: 3 clusters Score -1323769 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1323934.375000 Penalty: 3069.090332
	Iteration 12Q: 3 clusters Score -1323934 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1324118.875000 Penalty: 3069.090332
	Iteration 13Q: 3 clusters Score -1324119 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1324323.625000 Penalty: 3069.090332
	Iteration 14Q: 3 clusters Score -1324324 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1324527.875000 Penalty: 3069.090332
	Iteration 15Q: 3 clusters Score -1324528 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1324725.500000 Penalty: 3069.090332
	Iteration 16Q: 3 clusters Score -1324726 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1324912.125000 Penalty: 3069.090332
	Iteration 17Q: 3 clusters Score -1324912 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1325050.250000 Penalty: 3069.090332
	Iteration 18Q: 3 clusters Score -1325050 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1325160.250000 Penalty: 3069.090332
	Iteration 19Q: 3 clusters Score -1325160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1325239.750000 Penalty: 3069.090332
	Iteration 20F: 3 clusters Score -1325240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1325295.750000 Penalty: 3069.090332
	Iteration 21Q: 3 clusters Score -1325296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1325346.875000 Penalty: 3069.090332
	Iteration 22Q: 3 clusters Score -1325347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1325374.500000 Penalty: 3069.090332
	Iteration 23Q: 3 clusters Score -1325374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1325402.875000 Penalty: 3069.090332
	Iteration 24Q: 3 clusters Score -1325403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1325427.250000 Penalty: 3069.090332
	Iteration 25Q: 3 clusters Score -1325427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1325452.000000 Penalty: 3069.090332
	Iteration 26Q: 3 clusters Score -1325452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1325471.000000 Penalty: 3069.090332
	Iteration 27Q: 3 clusters Score -1325471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1325484.000000 Penalty: 3069.090332
	Iteration 28Q: 3 clusters Score -1325484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1325493.875000 Penalty: 3069.090332
	Iteration 29Q: 3 clusters Score -1325494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1325508.625000 Penalty: 3069.090332
	Iteration 30Q: 3 clusters Score -1325509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1325516.500000 Penalty: 3069.090332
	Iteration 31Q: 3 clusters Score -1325516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1325524.625000 Penalty: 3069.090332
	Iteration 32Q: 3 clusters Score -1325525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1325534.000000 Penalty: 3069.090332
	Iteration 33Q: 3 clusters Score -1325534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1325537.250000 Penalty: 3069.090332
	Iteration 34Q: 3 clusters Score -1325537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1325548.375000 Penalty: 3069.090332
	Iteration 35Q: 3 clusters Score -1325548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1325561.500000 Penalty: 3069.090332
	Iteration 36Q: 3 clusters Score -1325562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1325572.625000 Penalty: 3069.090332
	Iteration 37Q: 3 clusters Score -1325573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1325585.750000 Penalty: 3069.090332
	Iteration 38Q: 3 clusters Score -1325586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1325598.375000 Penalty: 3069.090332
	Iteration 39Q: 3 clusters Score -1325598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1325618.250000 Penalty: 3069.090332
	Iteration 40F: 3 clusters Score -1325618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1325639.000000 Penalty: 3069.090332
	Iteration 41Q: 3 clusters Score -1325639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1325665.000000 Penalty: 3069.090332
	Iteration 42Q: 3 clusters Score -1325665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1325687.125000 Penalty: 3069.090332
	Iteration 43Q: 3 clusters Score -1325687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1325714.250000 Penalty: 3069.090332
	Iteration 44Q: 3 clusters Score -1325714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1325742.500000 Penalty: 3069.090332
	Iteration 45Q: 3 clusters Score -1325742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1325761.000000 Penalty: 3069.090332
	Iteration 46Q: 3 clusters Score -1325761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1325776.750000 Penalty: 3069.090332
	Iteration 47Q: 3 clusters Score -1325777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1325804.125000 Penalty: 3069.090332
	Iteration 48Q: 3 clusters Score -1325804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1325823.500000 Penalty: 3069.090332
	Iteration 49Q: 3 clusters Score -1325824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1325844.000000 Penalty: 3069.090332
	Iteration 50Q: 3 clusters Score -1325844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1325862.000000 Penalty: 3069.090332
	Iteration 51Q: 3 clusters Score -1325862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1325878.875000 Penalty: 3069.090332
	Iteration 52Q: 3 clusters Score -1325879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1325898.000000 Penalty: 3069.090332
	Iteration 53Q: 3 clusters Score -1325898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1325910.125000 Penalty: 3069.090332
	Iteration 54Q: 3 clusters Score -1325910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1325923.750000 Penalty: 3069.090332
	Iteration 55Q: 3 clusters Score -1325924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1325935.000000 Penalty: 3069.090332
	Iteration 56Q: 3 clusters Score -1325935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1325945.000000 Penalty: 3069.090332
	Iteration 57Q: 3 clusters Score -1325945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1325955.250000 Penalty: 3069.090332
	Iteration 58Q: 3 clusters Score -1325955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1325965.000000 Penalty: 3069.090332
	Iteration 59Q: 3 clusters Score -1325965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1325974.625000 Penalty: 3069.090332
	Iteration 60F: 3 clusters Score -1325975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1325982.375000 Penalty: 3069.090332
	Iteration 61Q: 3 clusters Score -1325982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1325992.500000 Penalty: 3069.090332
	Iteration 62Q: 3 clusters Score -1325992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1325996.125000 Penalty: 3069.090332
	Iteration 63Q: 3 clusters Score -1325996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1326005.625000 Penalty: 3069.090332
	Iteration 64Q: 3 clusters Score -1326006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1326010.250000 Penalty: 3069.090332
	Iteration 65Q: 3 clusters Score -1326010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1326017.375000 Penalty: 3069.090332
	Iteration 66Q: 3 clusters Score -1326017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1326020.375000 Penalty: 3069.090332
	Iteration 67Q: 3 clusters Score -1326020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1326027.125000 Penalty: 3069.090332
	Iteration 68Q: 3 clusters Score -1326027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1326031.375000 Penalty: 3069.090332
	Iteration 69Q: 3 clusters Score -1326031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1326037.500000 Penalty: 3069.090332
	Iteration 70Q: 3 clusters Score -1326038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1326036.500000 Penalty: 3069.090332
	Iteration 71Q: 3 clusters Score -1326036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1326038.250000 Penalty: 3069.090332
	Iteration 72Q: 3 clusters Score -1326038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1326042.625000 Penalty: 3069.090332
	Iteration 73Q: 3 clusters Score -1326043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1326043.625000 Penalty: 3069.090332
	Iteration 74Q: 3 clusters Score -1326044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1326043.125000 Penalty: 3069.090332
	Iteration 75Q: 3 clusters Score -1326043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1326043.500000 Penalty: 3069.090332
	Iteration 76Q: 3 clusters Score -1326044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1326044.875000 Penalty: 3069.090332
	Iteration 77Q: 3 clusters Score -1326045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1326046.125000 Penalty: 3069.090332
	Iteration 78Q: 3 clusters Score -1326046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1326048.000000 Penalty: 3069.090332
	Iteration 79Q: 3 clusters Score -1326048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1326047.750000 Penalty: 3069.090332
	Iteration 80F: 3 clusters Score -1326048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1326048.625000 Penalty: 3069.090332
	Iteration 81Q: 3 clusters Score -1326049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1326046.875000 Penalty: 3069.090332
	Iteration 82Q: 3 clusters Score -1326047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1326049.500000 Penalty: 3069.090332
	Iteration 83Q: 3 clusters Score -1326050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1326049.375000 Penalty: 3069.090332
	Iteration 84Q: 3 clusters Score -1326049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1326049.375000 Penalty: 3069.090332
	Iteration 85F: 3 clusters Score -1326049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (286812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286812 members 
Entering Unmasked Estep 
Score: -30431894.000000 Penalty: 2042.069702
	Iteration 0F: 2 clusters Score -3.043189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 143791 members 
Entering Unmasked Estep 
Score: -30254012.000000 Penalty: 4084.139404
	Iteration 0F: 3 clusters Score -3.025401e+07 nChanged 139839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -30339776.000000 Penalty: 4084.139404
	Iteration 1F: 3 clusters Score -3.033978e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125999 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -30343814.000000 Penalty: 4084.139404
	Iteration 2Q: 3 clusters Score -3.034381e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117148 members 
Mstep: Class 2 contains 169664 members 
Entering Unmasked Estep 
Score: -30350620.000000 Penalty: 4084.139404
	Iteration 3F: 3 clusters Score -3.035062e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -30360006.000000 Penalty: 4084.139404
	Iteration 4F: 3 clusters Score -3.036001e+07 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 188894 members 
Entering Unmasked Estep 
Score: -30372532.000000 Penalty: 4084.139404
	Iteration 5F: 3 clusters Score -3.037253e+07 nChanged 18920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 194238 members 
Entering Unmasked Estep 
Score: -30385548.000000 Penalty: 4084.139404
	Iteration 6F: 3 clusters Score -3.038555e+07 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -30393210.000000 Penalty: 4084.139404
	Iteration 7F: 3 clusters Score -3.039321e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -30395112.000000 Penalty: 4084.139404
	Iteration 8Q: 3 clusters Score -3.039511e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 192336 members 
Entering Unmasked Estep 
Score: -30395194.000000 Penalty: 4084.139404
	Iteration 9Q: 3 clusters Score -3.039519e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -30395300.000000 Penalty: 4084.139404
	Iteration 10Q: 3 clusters Score -3.03953e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 188718 members 
Entering Unmasked Estep 
Score: -30395316.000000 Penalty: 4084.139404
	Iteration 11Q: 3 clusters Score -3.039532e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -30395456.000000 Penalty: 4084.139404
	Iteration 12Q: 3 clusters Score -3.039546e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -30395532.000000 Penalty: 4084.139404
	Iteration 13Q: 3 clusters Score -3.039553e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 182342 members 
Entering Unmasked Estep 
Score: -30395654.000000 Penalty: 4084.139404
	Iteration 14Q: 3 clusters Score -3.039565e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -30395774.000000 Penalty: 4084.139404
	Iteration 15Q: 3 clusters Score -3.039577e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -30396128.000000 Penalty: 4084.139404
	Iteration 16Q: 3 clusters Score -3.039613e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -30396602.000000 Penalty: 4084.139404
	Iteration 17Q: 3 clusters Score -3.03966e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -30397114.000000 Penalty: 4084.139404
	Iteration 18Q: 3 clusters Score -3.039711e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -30397464.000000 Penalty: 4084.139404
	Iteration 19Q: 3 clusters Score -3.039746e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -30397918.000000 Penalty: 4084.139404
	Iteration 20F: 3 clusters Score -3.039792e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -30398374.000000 Penalty: 4084.139404
	Iteration 21Q: 3 clusters Score -3.039837e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 159951 members 
Entering Unmasked Estep 
Score: -30399194.000000 Penalty: 4084.139404
	Iteration 22Q: 3 clusters Score -3.039919e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -30400032.000000 Penalty: 4084.139404
	Iteration 23Q: 3 clusters Score -3.040003e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -30401056.000000 Penalty: 4084.139404
	Iteration 24Q: 3 clusters Score -3.040106e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -30402194.000000 Penalty: 4084.139404
	Iteration 25Q: 3 clusters Score -3.040219e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 150428 members 
Entering Unmasked Estep 
Score: -30403248.000000 Penalty: 4084.139404
	Iteration 26Q: 3 clusters Score -3.040325e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138063 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -30404166.000000 Penalty: 4084.139404
	Iteration 27Q: 3 clusters Score -3.040417e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139695 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -30405244.000000 Penalty: 4084.139404
	Iteration 28Q: 3 clusters Score -3.040524e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -30406124.000000 Penalty: 4084.139404
	Iteration 29Q: 3 clusters Score -3.040612e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -30407016.000000 Penalty: 4084.139404
	Iteration 30Q: 3 clusters Score -3.040702e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 142013 members 
Entering Unmasked Estep 
Score: -30408046.000000 Penalty: 4084.139404
	Iteration 31Q: 3 clusters Score -3.040805e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146329 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -30408880.000000 Penalty: 4084.139404
	Iteration 32Q: 3 clusters Score -3.040888e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -30409902.000000 Penalty: 4084.139404
	Iteration 33Q: 3 clusters Score -3.04099e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148812 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -30410824.000000 Penalty: 4084.139404
	Iteration 34Q: 3 clusters Score -3.041082e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 137070 members 
Entering Unmasked Estep 
Score: -30411390.000000 Penalty: 4084.139404
	Iteration 35Q: 3 clusters Score -3.041139e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 136349 members 
Entering Unmasked Estep 
Score: -30411884.000000 Penalty: 4084.139404
	Iteration 36Q: 3 clusters Score -3.041188e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -30412466.000000 Penalty: 4084.139404
	Iteration 37Q: 3 clusters Score -3.041247e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -30413084.000000 Penalty: 4084.139404
	Iteration 38Q: 3 clusters Score -3.041308e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150755 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -30413548.000000 Penalty: 4084.139404
	Iteration 39Q: 3 clusters Score -3.041355e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -30414360.000000 Penalty: 4084.139404
	Iteration 40F: 3 clusters Score -3.041436e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -30414968.000000 Penalty: 4084.139404
	Iteration 41Q: 3 clusters Score -3.041497e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 136154 members 
Entering Unmasked Estep 
Score: -30415770.000000 Penalty: 4084.139404
	Iteration 42Q: 3 clusters Score -3.041577e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -30416256.000000 Penalty: 4084.139404
	Iteration 43Q: 3 clusters Score -3.041626e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -30416918.000000 Penalty: 4084.139404
	Iteration 44Q: 3 clusters Score -3.041692e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 136661 members 
Entering Unmasked Estep 
Score: -30417636.000000 Penalty: 4084.139404
	Iteration 45Q: 3 clusters Score -3.041764e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 136901 members 
Entering Unmasked Estep 
Score: -30418304.000000 Penalty: 4084.139404
	Iteration 46Q: 3 clusters Score -3.04183e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 137120 members 
Entering Unmasked Estep 
Score: -30418954.000000 Penalty: 4084.139404
	Iteration 47Q: 3 clusters Score -3.041895e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -30419582.000000 Penalty: 4084.139404
	Iteration 48Q: 3 clusters Score -3.041958e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -30420106.000000 Penalty: 4084.139404
	Iteration 49Q: 3 clusters Score -3.042011e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 137971 members 
Entering Unmasked Estep 
Score: -30420804.000000 Penalty: 4084.139404
	Iteration 50Q: 3 clusters Score -3.04208e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -30421238.000000 Penalty: 4084.139404
	Iteration 51Q: 3 clusters Score -3.042124e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 138347 members 
Entering Unmasked Estep 
Score: -30421628.000000 Penalty: 4084.139404
	Iteration 52Q: 3 clusters Score -3.042163e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -30421990.000000 Penalty: 4084.139404
	Iteration 53Q: 3 clusters Score -3.042199e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 138508 members 
Entering Unmasked Estep 
Score: -30422172.000000 Penalty: 4084.139404
	Iteration 54Q: 3 clusters Score -3.042217e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -30422362.000000 Penalty: 4084.139404
	Iteration 55Q: 3 clusters Score -3.042236e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -30422512.000000 Penalty: 4084.139404
	Iteration 56Q: 3 clusters Score -3.042251e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 138361 members 
Entering Unmasked Estep 
Score: -30422450.000000 Penalty: 4084.139404
	Iteration 57Q: 3 clusters Score -3.042245e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 138222 members 
Entering Unmasked Estep 
Score: -30422566.000000 Penalty: 4084.139404
	Iteration 58Q: 3 clusters Score -3.042257e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 138080 members 
Entering Unmasked Estep 
Score: -30422512.000000 Penalty: 4084.139404
	Iteration 59Q: 3 clusters Score -3.042251e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 137952 members 
Entering Unmasked Estep 
Score: -30422546.000000 Penalty: 4084.139404
	Iteration 60F: 3 clusters Score -3.042255e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148991 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -30422560.000000 Penalty: 4084.139404
	Iteration 61Q: 3 clusters Score -3.042256e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -30422588.000000 Penalty: 4084.139404
	Iteration 62Q: 3 clusters Score -3.042259e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -30422560.000000 Penalty: 4084.139404
	Iteration 63Q: 3 clusters Score -3.042256e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149491 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -30422564.000000 Penalty: 4084.139404
	Iteration 64Q: 3 clusters Score -3.042256e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
Score: -30422652.000000 Penalty: 4084.139404
	Iteration 65Q: 3 clusters Score -3.042265e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149733 members 
Mstep: Class 2 contains 137079 members 
Entering Unmasked Estep 
Score: -30422636.000000 Penalty: 4084.139404
	Iteration 66Q: 3 clusters Score -3.042264e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 136988 members 
Entering Unmasked Estep 
Score: -30422648.000000 Penalty: 4084.139404
	Iteration 67Q: 3 clusters Score -3.042265e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -30422682.000000 Penalty: 4084.139404
	Iteration 68Q: 3 clusters Score -3.042268e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -30422644.000000 Penalty: 4084.139404
	Iteration 69Q: 3 clusters Score -3.042264e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 136830 members 
Entering Unmasked Estep 
Score: -30422654.000000 Penalty: 4084.139404
	Iteration 70Q: 3 clusters Score -3.042265e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -30422646.000000 Penalty: 4084.139404
	Iteration 71Q: 3 clusters Score -3.042265e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 136784 members 
Entering Unmasked Estep 
Score: -30422612.000000 Penalty: 4084.139404
	Iteration 72Q: 3 clusters Score -3.042261e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -30422616.000000 Penalty: 4084.139404
	Iteration 73Q: 3 clusters Score -3.042262e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -30422636.000000 Penalty: 4084.139404
	Iteration 74Q: 3 clusters Score -3.042264e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -30422672.000000 Penalty: 4084.139404
	Iteration 75Q: 3 clusters Score -3.042267e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -30422642.000000 Penalty: 4084.139404
	Iteration 76Q: 3 clusters Score -3.042264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 136759 members 
Entering Unmasked Estep 
Score: -30422636.000000 Penalty: 4084.139404
	Iteration 77Q: 3 clusters Score -3.042264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150058 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -30422610.000000 Penalty: 4084.139404
	Iteration 78Q: 3 clusters Score -3.042261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -30422600.000000 Penalty: 4084.139404
	Iteration 79Q: 3 clusters Score -3.04226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -30422606.000000 Penalty: 4084.139404
	Iteration 80F: 3 clusters Score -3.042261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150036 members 
Mstep: Class 2 contains 136776 members 
Entering Unmasked Estep 
Score: -30422606.000000 Penalty: 4084.139404
	Iteration 81Q: 3 clusters Score -3.042261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 136791 members 
Entering Unmasked Estep 
Score: -30422610.000000 Penalty: 4084.139404
	Iteration 82Q: 3 clusters Score -3.042261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 136800 members 
Entering Unmasked Estep 
Score: -30422618.000000 Penalty: 4084.139404
	Iteration 83Q: 3 clusters Score -3.042262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 136809 members 
Entering Unmasked Estep 
Score: -30422628.000000 Penalty: 4084.139404
	Iteration 84Q: 3 clusters Score -3.042263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149995 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -30422608.000000 Penalty: 4084.139404
	Iteration 85Q: 3 clusters Score -3.042261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 136826 members 
Entering Unmasked Estep 
Score: -30422614.000000 Penalty: 4084.139404
	Iteration 86Q: 3 clusters Score -3.042261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149969 members 
Mstep: Class 2 contains 136843 members 
Entering Unmasked Estep 
Score: -30422592.000000 Penalty: 4084.139404
	Iteration 87Q: 3 clusters Score -3.042259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149955 members 
Mstep: Class 2 contains 136857 members 
Entering Unmasked Estep 
Score: -30422612.000000 Penalty: 4084.139404
	Iteration 88Q: 3 clusters Score -3.042261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -30422632.000000 Penalty: 4084.139404
	Iteration 89Q: 3 clusters Score -3.042263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -30422636.000000 Penalty: 4084.139404
	Iteration 90Q: 3 clusters Score -3.042264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -30422656.000000 Penalty: 4084.139404
	Iteration 91Q: 3 clusters Score -3.042266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 136882 members 
Entering Unmasked Estep 
Score: -30422656.000000 Penalty: 4084.139404
	Iteration 92Q: 3 clusters Score -3.042266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149925 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -30422666.000000 Penalty: 4084.139404
	Iteration 93Q: 3 clusters Score -3.042267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -30422674.000000 Penalty: 4084.139404
	Iteration 94Q: 3 clusters Score -3.042267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -30422680.000000 Penalty: 4084.139404
	Iteration 95Q: 3 clusters Score -3.042268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149886 members 
Mstep: Class 2 contains 136926 members 
Entering Unmasked Estep 
Score: -30422688.000000 Penalty: 4084.139404
	Iteration 96Q: 3 clusters Score -3.042269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149870 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -30422678.000000 Penalty: 4084.139404
	Iteration 97Q: 3 clusters Score -3.042268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149863 members 
Mstep: Class 2 contains 136949 members 
Entering Unmasked Estep 
Score: -30422696.000000 Penalty: 4084.139404
	Iteration 98Q: 3 clusters Score -3.04227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -30422696.000000 Penalty: 4084.139404
	Iteration 99Q: 3 clusters Score -3.04227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -30422682.000000 Penalty: 4084.139404
	Iteration 100F: 3 clusters Score -3.042268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 136952 members 
Entering Unmasked Estep 
Score: -30422694.000000 Penalty: 4084.139404
	Iteration 101Q: 3 clusters Score -3.042269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149862 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -30422672.000000 Penalty: 4084.139404
	Iteration 102Q: 3 clusters Score -3.042267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 136953 members 
Entering Unmasked Estep 
Score: -30422676.000000 Penalty: 4084.139404
	Iteration 103Q: 3 clusters Score -3.042268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -30422688.000000 Penalty: 4084.139404
	Iteration 104Q: 3 clusters Score -3.042269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -30422680.000000 Penalty: 4084.139404
	Iteration 105Q: 3 clusters Score -3.042268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -30422676.000000 Penalty: 4084.139404
	Iteration 106Q: 3 clusters Score -3.042268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -30422674.000000 Penalty: 4084.139404
	Iteration 107Q: 3 clusters Score -3.042267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -30422674.000000 Penalty: 4084.139404
	Iteration 108Q: 3 clusters Score -3.042267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -30422692.000000 Penalty: 4084.139404
	Iteration 109Q: 3 clusters Score -3.042269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 136957 members 
Entering Unmasked Estep 
Score: -30422682.000000 Penalty: 4084.139404
	Iteration 110Q: 3 clusters Score -3.042268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -30422686.000000 Penalty: 4084.139404
	Iteration 111Q: 3 clusters Score -3.042269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -30422678.000000 Penalty: 4084.139404
	Iteration 112Q: 3 clusters Score -3.042268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -30422674.000000 Penalty: 4084.139404
	Iteration 113Q: 3 clusters Score -3.042267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -30422658.000000 Penalty: 4084.139404
	Iteration 114Q: 3 clusters Score -3.042266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -30422678.000000 Penalty: 4084.139404
	Iteration 115Q: 3 clusters Score -3.042268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -30422672.000000 Penalty: 4084.139404
	Iteration 116Q: 3 clusters Score -3.042267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -30422660.000000 Penalty: 4084.139404
	Iteration 117Q: 3 clusters Score -3.042266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -30422658.000000 Penalty: 4084.139404
	Iteration 118Q: 3 clusters Score -3.042266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -30422652.000000 Penalty: 4084.139404
	Iteration 119Q: 3 clusters Score -3.042265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -30422664.000000 Penalty: 4084.139404
	Iteration 120F: 3 clusters Score -3.042266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -30422660.000000 Penalty: 4084.139404
	Iteration 121Q: 3 clusters Score -3.042266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -30422664.000000 Penalty: 4084.139404
	Iteration 122Q: 3 clusters Score -3.042266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149825 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -30422656.000000 Penalty: 4084.139404
	Iteration 123Q: 3 clusters Score -3.042266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -30422654.000000 Penalty: 4084.139404
	Iteration 124Q: 3 clusters Score -3.042265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -30422650.000000 Penalty: 4084.139404
	Iteration 125Q: 3 clusters Score -3.042265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -30422650.000000 Penalty: 4084.139404
	Iteration 126F: 3 clusters Score -3.042265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Entering Unmasked Estep 
Score: -5831257.500000 Penalty: 1775.961060
	Iteration 0F: 2 clusters Score -5831258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5794078.500000 Penalty: 3551.922119
	Iteration 0F: 3 clusters Score -5794078 nChanged 26153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -5808808.500000 Penalty: 3551.922119
	Iteration 1F: 3 clusters Score -5808808 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -5809474.000000 Penalty: 3551.922119
	Iteration 2Q: 3 clusters Score -5809474 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5810487.500000 Penalty: 3551.922119
	Iteration 3Q: 3 clusters Score -5810488 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5812336.500000 Penalty: 3551.922119
	Iteration 4F: 3 clusters Score -5812336 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5815349.000000 Penalty: 3551.922119
	Iteration 5F: 3 clusters Score -5815349 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5819685.500000 Penalty: 3551.922119
	Iteration 6F: 3 clusters Score -5819686 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -5824263.000000 Penalty: 3551.922119
	Iteration 7F: 3 clusters Score -5824263 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -5827533.000000 Penalty: 3551.922119
	Iteration 8F: 3 clusters Score -5827533 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -5828988.000000 Penalty: 3551.922119
	Iteration 9Q: 3 clusters Score -5828988 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -5829445.500000 Penalty: 3551.922119
	Iteration 10Q: 3 clusters Score -5829446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -5829634.500000 Penalty: 3551.922119
	Iteration 11Q: 3 clusters Score -5829634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -5829680.500000 Penalty: 3551.922119
	Iteration 12Q: 3 clusters Score -5829680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -5829718.500000 Penalty: 3551.922119
	Iteration 13Q: 3 clusters Score -5829718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -5829738.000000 Penalty: 3551.922119
	Iteration 14Q: 3 clusters Score -5829738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -5829745.000000 Penalty: 3551.922119
	Iteration 15Q: 3 clusters Score -5829745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -5829764.500000 Penalty: 3551.922119
	Iteration 16Q: 3 clusters Score -5829764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -5829780.000000 Penalty: 3551.922119
	Iteration 17Q: 3 clusters Score -5829780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -5829791.500000 Penalty: 3551.922119
	Iteration 18Q: 3 clusters Score -5829792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -5829793.000000 Penalty: 3551.922119
	Iteration 19Q: 3 clusters Score -5829793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -5829801.500000 Penalty: 3551.922119
	Iteration 20F: 3 clusters Score -5829802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -5829813.000000 Penalty: 3551.922119
	Iteration 21Q: 3 clusters Score -5829813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -5829837.000000 Penalty: 3551.922119
	Iteration 22Q: 3 clusters Score -5829837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -5829853.000000 Penalty: 3551.922119
	Iteration 23Q: 3 clusters Score -5829853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -5829864.000000 Penalty: 3551.922119
	Iteration 24Q: 3 clusters Score -5829864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -5829867.500000 Penalty: 3551.922119
	Iteration 25Q: 3 clusters Score -5829868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -5829875.000000 Penalty: 3551.922119
	Iteration 26Q: 3 clusters Score -5829875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -5829871.500000 Penalty: 3551.922119
	Iteration 27Q: 3 clusters Score -5829872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -5829880.000000 Penalty: 3551.922119
	Iteration 28Q: 3 clusters Score -5829880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -5829885.500000 Penalty: 3551.922119
	Iteration 29Q: 3 clusters Score -5829886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -5829893.000000 Penalty: 3551.922119
	Iteration 30Q: 3 clusters Score -5829893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -5829887.000000 Penalty: 3551.922119
	Iteration 31Q: 3 clusters Score -5829887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -5829887.000000 Penalty: 3551.922119
	Iteration 32F: 3 clusters Score -5829887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -300624.531250 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -300624.5 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 1561 members 
Entering Unmasked Estep 
Score: -297920.437500 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -297920.4 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -298679.812500 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -298679.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -298823.906250 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -298823.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -298901.781250 Penalty: 2604.981445
	Iteration 3Q: 3 clusters Score -298901.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -298948.843750 Penalty: 2604.981445
	Iteration 4Q: 3 clusters Score -298948.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -298990.406250 Penalty: 2604.981445
	Iteration 5Q: 3 clusters Score -298990.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -299023.343750 Penalty: 2604.981445
	Iteration 6Q: 3 clusters Score -299023.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -299049.593750 Penalty: 2604.981445
	Iteration 7Q: 3 clusters Score -299049.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -299073.843750 Penalty: 2604.981445
	Iteration 8Q: 3 clusters Score -299073.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -299095.250000 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -299095.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -299117.875000 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -299117.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -299136.750000 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -299136.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -299150.875000 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -299150.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -299163.343750 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -299163.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -299172.500000 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -299172.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -299182.718750 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -299182.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -299196.781250 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -299196.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -299207.968750 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -299208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -299219.718750 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -299219.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -299230.312500 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -299230.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -299239.125000 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -299239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -299242.718750 Penalty: 2604.981445
	Iteration 21Q: 3 clusters Score -299242.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -299246.218750 Penalty: 2604.981445
	Iteration 22Q: 3 clusters Score -299246.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -299249.281250 Penalty: 2604.981445
	Iteration 23Q: 3 clusters Score -299249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -299251.218750 Penalty: 2604.981445
	Iteration 24Q: 3 clusters Score -299251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -299252.437500 Penalty: 2604.981445
	Iteration 25Q: 3 clusters Score -299252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -299252.343750 Penalty: 2604.981445
	Iteration 26Q: 3 clusters Score -299252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -299252.343750 Penalty: 2604.981445
	Iteration 27F: 3 clusters Score -299252.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Entering Unmasked Estep 
Score: -2288980.000000 Penalty: 1623.945557
	Iteration 0F: 2 clusters Score -2288980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2274185.500000 Penalty: 3247.891113
	Iteration 0F: 3 clusters Score -2274186 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2279477.000000 Penalty: 3247.891113
	Iteration 1F: 3 clusters Score -2279477 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2279822.750000 Penalty: 3247.891113
	Iteration 2Q: 3 clusters Score -2279823 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2280187.250000 Penalty: 3247.891113
	Iteration 3Q: 3 clusters Score -2280187 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2280619.750000 Penalty: 3247.891113
	Iteration 4Q: 3 clusters Score -2280620 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2281231.750000 Penalty: 3247.891113
	Iteration 5F: 3 clusters Score -2281232 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2282167.000000 Penalty: 3247.891113
	Iteration 6F: 3 clusters Score -2282167 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2283365.750000 Penalty: 3247.891113
	Iteration 7F: 3 clusters Score -2283366 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2284581.500000 Penalty: 3247.891113
	Iteration 8F: 3 clusters Score -2284582 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2285603.000000 Penalty: 3247.891113
	Iteration 9F: 3 clusters Score -2285603 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2286336.500000 Penalty: 3247.891113
	Iteration 10Q: 3 clusters Score -2286336 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2286780.500000 Penalty: 3247.891113
	Iteration 11Q: 3 clusters Score -2286780 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2287096.750000 Penalty: 3247.891113
	Iteration 12Q: 3 clusters Score -2287097 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2287327.250000 Penalty: 3247.891113
	Iteration 13Q: 3 clusters Score -2287327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2287498.750000 Penalty: 3247.891113
	Iteration 14Q: 3 clusters Score -2287499 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2287589.000000 Penalty: 3247.891113
	Iteration 15Q: 3 clusters Score -2287589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2287645.000000 Penalty: 3247.891113
	Iteration 16Q: 3 clusters Score -2287645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2287674.500000 Penalty: 3247.891113
	Iteration 17Q: 3 clusters Score -2287674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2287694.250000 Penalty: 3247.891113
	Iteration 18Q: 3 clusters Score -2287694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2287704.500000 Penalty: 3247.891113
	Iteration 19Q: 3 clusters Score -2287704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2287721.500000 Penalty: 3247.891113
	Iteration 20F: 3 clusters Score -2287722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2287740.500000 Penalty: 3247.891113
	Iteration 21Q: 3 clusters Score -2287740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2287745.750000 Penalty: 3247.891113
	Iteration 22Q: 3 clusters Score -2287746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2287753.500000 Penalty: 3247.891113
	Iteration 23Q: 3 clusters Score -2287754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2287761.000000 Penalty: 3247.891113
	Iteration 24Q: 3 clusters Score -2287761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2287764.000000 Penalty: 3247.891113
	Iteration 25Q: 3 clusters Score -2287764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2287762.500000 Penalty: 3247.891113
	Iteration 26Q: 3 clusters Score -2287762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2287768.250000 Penalty: 3247.891113
	Iteration 27Q: 3 clusters Score -2287768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2287768.000000 Penalty: 3247.891113
	Iteration 28Q: 3 clusters Score -2287768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2287773.000000 Penalty: 3247.891113
	Iteration 29Q: 3 clusters Score -2287773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2287773.250000 Penalty: 3247.891113
	Iteration 30Q: 3 clusters Score -2287773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2287772.500000 Penalty: 3247.891113
	Iteration 31Q: 3 clusters Score -2287772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2287771.250000 Penalty: 3247.891113
	Iteration 32Q: 3 clusters Score -2287771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2287777.250000 Penalty: 3247.891113
	Iteration 33Q: 3 clusters Score -2287777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2287773.000000 Penalty: 3247.891113
	Iteration 34Q: 3 clusters Score -2287773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2287773.000000 Penalty: 3247.891113
	Iteration 35F: 3 clusters Score -2287773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Entering Unmasked Estep 
Score: -1792008.625000 Penalty: 1577.009033
	Iteration 0F: 2 clusters Score -1792009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1780706.375000 Penalty: 3154.018066
	Iteration 0F: 3 clusters Score -1780706 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1784819.375000 Penalty: 3154.018066
	Iteration 1F: 3 clusters Score -1784819 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1785245.375000 Penalty: 3154.018066
	Iteration 2F: 3 clusters Score -1785245 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1785801.750000 Penalty: 3154.018066
	Iteration 3F: 3 clusters Score -1785802 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1786580.375000 Penalty: 3154.018066
	Iteration 4F: 3 clusters Score -1786580 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1787575.750000 Penalty: 3154.018066
	Iteration 5F: 3 clusters Score -1787576 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1788620.000000 Penalty: 3154.018066
	Iteration 6F: 3 clusters Score -1788620 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1789412.500000 Penalty: 3154.018066
	Iteration 7F: 3 clusters Score -1789412 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1789885.375000 Penalty: 3154.018066
	Iteration 8Q: 3 clusters Score -1789885 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1790112.250000 Penalty: 3154.018066
	Iteration 9Q: 3 clusters Score -1790112 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1790218.750000 Penalty: 3154.018066
	Iteration 10Q: 3 clusters Score -1790219 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1790286.625000 Penalty: 3154.018066
	Iteration 11Q: 3 clusters Score -1790287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1790332.000000 Penalty: 3154.018066
	Iteration 12Q: 3 clusters Score -1790332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1790368.875000 Penalty: 3154.018066
	Iteration 13Q: 3 clusters Score -1790369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1790397.125000 Penalty: 3154.018066
	Iteration 14Q: 3 clusters Score -1790397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1790423.750000 Penalty: 3154.018066
	Iteration 15Q: 3 clusters Score -1790424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1790429.250000 Penalty: 3154.018066
	Iteration 16Q: 3 clusters Score -1790429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1790441.875000 Penalty: 3154.018066
	Iteration 17Q: 3 clusters Score -1790442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1790461.000000 Penalty: 3154.018066
	Iteration 18Q: 3 clusters Score -1790461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1790483.875000 Penalty: 3154.018066
	Iteration 19Q: 3 clusters Score -1790484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1790496.750000 Penalty: 3154.018066
	Iteration 20F: 3 clusters Score -1790497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1790516.375000 Penalty: 3154.018066
	Iteration 21Q: 3 clusters Score -1790516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1790526.500000 Penalty: 3154.018066
	Iteration 22Q: 3 clusters Score -1790526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1790549.875000 Penalty: 3154.018066
	Iteration 23Q: 3 clusters Score -1790550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1790566.125000 Penalty: 3154.018066
	Iteration 24Q: 3 clusters Score -1790566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1790575.250000 Penalty: 3154.018066
	Iteration 25Q: 3 clusters Score -1790575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1790586.750000 Penalty: 3154.018066
	Iteration 26Q: 3 clusters Score -1790587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1790597.625000 Penalty: 3154.018066
	Iteration 27Q: 3 clusters Score -1790598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1790609.500000 Penalty: 3154.018066
	Iteration 28Q: 3 clusters Score -1790610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1790628.250000 Penalty: 3154.018066
	Iteration 29Q: 3 clusters Score -1790628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1790641.250000 Penalty: 3154.018066
	Iteration 30Q: 3 clusters Score -1790641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1790648.000000 Penalty: 3154.018066
	Iteration 31Q: 3 clusters Score -1790648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1790660.250000 Penalty: 3154.018066
	Iteration 32Q: 3 clusters Score -1790660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1790664.625000 Penalty: 3154.018066
	Iteration 33Q: 3 clusters Score -1790665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1790671.500000 Penalty: 3154.018066
	Iteration 34Q: 3 clusters Score -1790672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1790680.875000 Penalty: 3154.018066
	Iteration 35Q: 3 clusters Score -1790681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1790686.625000 Penalty: 3154.018066
	Iteration 36Q: 3 clusters Score -1790687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1790691.500000 Penalty: 3154.018066
	Iteration 37Q: 3 clusters Score -1790692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1790689.750000 Penalty: 3154.018066
	Iteration 38Q: 3 clusters Score -1790690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1790691.625000 Penalty: 3154.018066
	Iteration 39Q: 3 clusters Score -1790692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1790692.750000 Penalty: 3154.018066
	Iteration 40F: 3 clusters Score -1790693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1790697.750000 Penalty: 3154.018066
	Iteration 41Q: 3 clusters Score -1790698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1790701.000000 Penalty: 3154.018066
	Iteration 42Q: 3 clusters Score -1790701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1790703.875000 Penalty: 3154.018066
	Iteration 43Q: 3 clusters Score -1790704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1790709.125000 Penalty: 3154.018066
	Iteration 44Q: 3 clusters Score -1790709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1790715.250000 Penalty: 3154.018066
	Iteration 45Q: 3 clusters Score -1790715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1790715.625000 Penalty: 3154.018066
	Iteration 46Q: 3 clusters Score -1790716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1790718.625000 Penalty: 3154.018066
	Iteration 47Q: 3 clusters Score -1790719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1790717.750000 Penalty: 3154.018066
	Iteration 48Q: 3 clusters Score -1790718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1790721.375000 Penalty: 3154.018066
	Iteration 49Q: 3 clusters Score -1790721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1790729.875000 Penalty: 3154.018066
	Iteration 50Q: 3 clusters Score -1790730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1790735.375000 Penalty: 3154.018066
	Iteration 51Q: 3 clusters Score -1790735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1790736.375000 Penalty: 3154.018066
	Iteration 52Q: 3 clusters Score -1790736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1790736.375000 Penalty: 3154.018066
	Iteration 53Q: 3 clusters Score -1790736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1790737.250000 Penalty: 3154.018066
	Iteration 54Q: 3 clusters Score -1790737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1790738.500000 Penalty: 3154.018066
	Iteration 55Q: 3 clusters Score -1790738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1790736.875000 Penalty: 3154.018066
	Iteration 56Q: 3 clusters Score -1790737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1790742.625000 Penalty: 3154.018066
	Iteration 57Q: 3 clusters Score -1790743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1790738.875000 Penalty: 3154.018066
	Iteration 58Q: 3 clusters Score -1790739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1790741.500000 Penalty: 3154.018066
	Iteration 59Q: 3 clusters Score -1790742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1790739.375000 Penalty: 3154.018066
	Iteration 60F: 3 clusters Score -1790739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1790739.000000 Penalty: 3154.018066
	Iteration 61Q: 3 clusters Score -1790739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1790740.500000 Penalty: 3154.018066
	Iteration 62Q: 3 clusters Score -1790740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1790741.250000 Penalty: 3154.018066
	Iteration 63Q: 3 clusters Score -1790741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1790741.125000 Penalty: 3154.018066
	Iteration 64Q: 3 clusters Score -1790741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1790743.750000 Penalty: 3154.018066
	Iteration 65Q: 3 clusters Score -1790744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1790744.375000 Penalty: 3154.018066
	Iteration 66Q: 3 clusters Score -1790744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1790744.375000 Penalty: 3154.018066
	Iteration 67F: 3 clusters Score -1790744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -13114.415039 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -13114.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12527.511719 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -12527.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12628.109375 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -12628.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12713.407227 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -12713.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -12749.433594 Penalty: 1663.348022
	Iteration 3F: 3 clusters Score -12749.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -12765.157227 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -12765.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -12770.784180 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -12770.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -12789.485352 Penalty: 1663.348022
	Iteration 6Q: 3 clusters Score -12789.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -12804.562500 Penalty: 1663.348022
	Iteration 7Q: 3 clusters Score -12804.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -12804.562500 Penalty: 1663.348022
	Iteration 8F: 3 clusters Score -12804.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -335255.687500 Penalty: 1323.746094
	Iteration 0F: 2 clusters Score -335255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -332294.312500 Penalty: 2647.492188
	Iteration 0F: 3 clusters Score -332294.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -333080.000000 Penalty: 2647.492188
	Iteration 1F: 3 clusters Score -333080 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -333266.468750 Penalty: 2647.492188
	Iteration 2F: 3 clusters Score -333266.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -333404.406250 Penalty: 2647.492188
	Iteration 3F: 3 clusters Score -333404.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -333500.000000 Penalty: 2647.492188
	Iteration 4Q: 3 clusters Score -333500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -333563.125000 Penalty: 2647.492188
	Iteration 5Q: 3 clusters Score -333563.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -333606.593750 Penalty: 2647.492188
	Iteration 6Q: 3 clusters Score -333606.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -333637.968750 Penalty: 2647.492188
	Iteration 7Q: 3 clusters Score -333638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -333666.875000 Penalty: 2647.492188
	Iteration 8Q: 3 clusters Score -333666.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -333701.656250 Penalty: 2647.492188
	Iteration 9Q: 3 clusters Score -333701.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -333738.843750 Penalty: 2647.492188
	Iteration 10Q: 3 clusters Score -333738.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -333773.656250 Penalty: 2647.492188
	Iteration 11Q: 3 clusters Score -333773.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -333806.281250 Penalty: 2647.492188
	Iteration 12Q: 3 clusters Score -333806.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -333826.187500 Penalty: 2647.492188
	Iteration 13Q: 3 clusters Score -333826.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -333836.343750 Penalty: 2647.492188
	Iteration 14Q: 3 clusters Score -333836.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -333843.125000 Penalty: 2647.492188
	Iteration 15Q: 3 clusters Score -333843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -333849.687500 Penalty: 2647.492188
	Iteration 16Q: 3 clusters Score -333849.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -333853.281250 Penalty: 2647.492188
	Iteration 17Q: 3 clusters Score -333853.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -333860.062500 Penalty: 2647.492188
	Iteration 18Q: 3 clusters Score -333860.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -333867.000000 Penalty: 2647.492188
	Iteration 19Q: 3 clusters Score -333867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -333873.375000 Penalty: 2647.492188
	Iteration 20F: 3 clusters Score -333873.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -333881.781250 Penalty: 2647.492188
	Iteration 21Q: 3 clusters Score -333881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -333891.281250 Penalty: 2647.492188
	Iteration 22Q: 3 clusters Score -333891.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -333895.375000 Penalty: 2647.492188
	Iteration 23Q: 3 clusters Score -333895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -333898.968750 Penalty: 2647.492188
	Iteration 24Q: 3 clusters Score -333899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -333903.156250 Penalty: 2647.492188
	Iteration 25Q: 3 clusters Score -333903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -333909.500000 Penalty: 2647.492188
	Iteration 26Q: 3 clusters Score -333909.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -333914.031250 Penalty: 2647.492188
	Iteration 27Q: 3 clusters Score -333914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -333920.375000 Penalty: 2647.492188
	Iteration 28Q: 3 clusters Score -333920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -333926.750000 Penalty: 2647.492188
	Iteration 29Q: 3 clusters Score -333926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -333932.437500 Penalty: 2647.492188
	Iteration 30Q: 3 clusters Score -333932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -333936.562500 Penalty: 2647.492188
	Iteration 31Q: 3 clusters Score -333936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -333942.500000 Penalty: 2647.492188
	Iteration 32Q: 3 clusters Score -333942.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -333949.781250 Penalty: 2647.492188
	Iteration 33Q: 3 clusters Score -333949.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -333958.812500 Penalty: 2647.492188
	Iteration 34Q: 3 clusters Score -333958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -333964.531250 Penalty: 2647.492188
	Iteration 35Q: 3 clusters Score -333964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -333968.281250 Penalty: 2647.492188
	Iteration 36Q: 3 clusters Score -333968.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -333970.718750 Penalty: 2647.492188
	Iteration 37Q: 3 clusters Score -333970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -333974.312500 Penalty: 2647.492188
	Iteration 38Q: 3 clusters Score -333974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -333975.937500 Penalty: 2647.492188
	Iteration 39Q: 3 clusters Score -333975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -333976.875000 Penalty: 2647.492188
	Iteration 40F: 3 clusters Score -333976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -333978.250000 Penalty: 2647.492188
	Iteration 41Q: 3 clusters Score -333978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -333980.531250 Penalty: 2647.492188
	Iteration 42Q: 3 clusters Score -333980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -333982.812500 Penalty: 2647.492188
	Iteration 43Q: 3 clusters Score -333982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333985.000000 Penalty: 2647.492188
	Iteration 44Q: 3 clusters Score -333985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -333987.343750 Penalty: 2647.492188
	Iteration 45Q: 3 clusters Score -333987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -333989.781250 Penalty: 2647.492188
	Iteration 46Q: 3 clusters Score -333989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -333993.968750 Penalty: 2647.492188
	Iteration 47Q: 3 clusters Score -333994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -333997.906250 Penalty: 2647.492188
	Iteration 48Q: 3 clusters Score -333997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -333998.875000 Penalty: 2647.492188
	Iteration 49Q: 3 clusters Score -333998.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -334003.781250 Penalty: 2647.492188
	Iteration 50Q: 3 clusters Score -334003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -334007.906250 Penalty: 2647.492188
	Iteration 51Q: 3 clusters Score -334007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -334008.750000 Penalty: 2647.492188
	Iteration 52Q: 3 clusters Score -334008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -334010.531250 Penalty: 2647.492188
	Iteration 53Q: 3 clusters Score -334010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -334012.156250 Penalty: 2647.492188
	Iteration 54Q: 3 clusters Score -334012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -334015.093750 Penalty: 2647.492188
	Iteration 55Q: 3 clusters Score -334015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -334017.281250 Penalty: 2647.492188
	Iteration 56Q: 3 clusters Score -334017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -334018.187500 Penalty: 2647.492188
	Iteration 57Q: 3 clusters Score -334018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -334019.625000 Penalty: 2647.492188
	Iteration 58Q: 3 clusters Score -334019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -334024.062500 Penalty: 2647.492188
	Iteration 59Q: 3 clusters Score -334024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -334029.000000 Penalty: 2647.492188
	Iteration 60F: 3 clusters Score -334029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -334029.593750 Penalty: 2647.492188
	Iteration 61Q: 3 clusters Score -334029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -334030.312500 Penalty: 2647.492188
	Iteration 62Q: 3 clusters Score -334030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -334029.968750 Penalty: 2647.492188
	Iteration 63Q: 3 clusters Score -334030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -334031.281250 Penalty: 2647.492188
	Iteration 64Q: 3 clusters Score -334031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -334032.250000 Penalty: 2647.492188
	Iteration 65Q: 3 clusters Score -334032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -334032.031250 Penalty: 2647.492188
	Iteration 66Q: 3 clusters Score -334032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -334032.812500 Penalty: 2647.492188
	Iteration 67Q: 3 clusters Score -334032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -334034.343750 Penalty: 2647.492188
	Iteration 68Q: 3 clusters Score -334034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -334034.343750 Penalty: 2647.492188
	Iteration 69F: 3 clusters Score -334034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -156953.625000 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -156953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155154.781250 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -155154.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155531.453125 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -155531.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155605.328125 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -155605.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155648.500000 Penalty: 2376.363037
	Iteration 3Q: 3 clusters Score -155648.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155676.875000 Penalty: 2376.363037
	Iteration 4Q: 3 clusters Score -155676.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -155704.984375 Penalty: 2376.363037
	Iteration 5Q: 3 clusters Score -155705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155730.156250 Penalty: 2376.363037
	Iteration 6Q: 3 clusters Score -155730.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155752.046875 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -155752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155773.187500 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -155773.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155790.046875 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -155790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155806.890625 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -155806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155822.218750 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -155822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -155835.796875 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -155835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155846.078125 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -155846.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155855.015625 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -155855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155865.093750 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -155865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155871.468750 Penalty: 2376.363037
	Iteration 16Q: 3 clusters Score -155871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155878.421875 Penalty: 2376.363037
	Iteration 17Q: 3 clusters Score -155878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155881.046875 Penalty: 2376.363037
	Iteration 18Q: 3 clusters Score -155881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -155883.953125 Penalty: 2376.363037
	Iteration 19Q: 3 clusters Score -155884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155887.734375 Penalty: 2376.363037
	Iteration 20F: 3 clusters Score -155887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155892.375000 Penalty: 2376.363037
	Iteration 21Q: 3 clusters Score -155892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155894.671875 Penalty: 2376.363037
	Iteration 22Q: 3 clusters Score -155894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155896.921875 Penalty: 2376.363037
	Iteration 23Q: 3 clusters Score -155896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155897.625000 Penalty: 2376.363037
	Iteration 24Q: 3 clusters Score -155897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155897.625000 Penalty: 2376.363037
	Iteration 25F: 3 clusters Score -155897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Entering Unmasked Estep 
Score: -1282801.500000 Penalty: 1525.425049
	Iteration 0F: 2 clusters Score -1282802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1274393.500000 Penalty: 3050.850098
	Iteration 0F: 3 clusters Score -1274394 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1277047.875000 Penalty: 3050.850098
	Iteration 1F: 3 clusters Score -1277048 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1277281.750000 Penalty: 3050.850098
	Iteration 2F: 3 clusters Score -1277282 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1277505.625000 Penalty: 3050.850098
	Iteration 3Q: 3 clusters Score -1277506 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1277765.875000 Penalty: 3050.850098
	Iteration 4Q: 3 clusters Score -1277766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1278054.875000 Penalty: 3050.850098
	Iteration 5Q: 3 clusters Score -1278055 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1278374.625000 Penalty: 3050.850098
	Iteration 6F: 3 clusters Score -1278375 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1278774.500000 Penalty: 3050.850098
	Iteration 7F: 3 clusters Score -1278774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1279277.125000 Penalty: 3050.850098
	Iteration 8F: 3 clusters Score -1279277 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1279879.000000 Penalty: 3050.850098
	Iteration 9F: 3 clusters Score -1279879 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1280551.250000 Penalty: 3050.850098
	Iteration 10F: 3 clusters Score -1280551 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1280961.250000 Penalty: 3050.850098
	Iteration 11Q: 3 clusters Score -1280961 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1281162.625000 Penalty: 3050.850098
	Iteration 12Q: 3 clusters Score -1281163 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1281274.375000 Penalty: 3050.850098
	Iteration 13Q: 3 clusters Score -1281274 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1281352.625000 Penalty: 3050.850098
	Iteration 14Q: 3 clusters Score -1281353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1281411.875000 Penalty: 3050.850098
	Iteration 15Q: 3 clusters Score -1281412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1281446.250000 Penalty: 3050.850098
	Iteration 16Q: 3 clusters Score -1281446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1281468.500000 Penalty: 3050.850098
	Iteration 17Q: 3 clusters Score -1281468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1281484.750000 Penalty: 3050.850098
	Iteration 18Q: 3 clusters Score -1281485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1281496.250000 Penalty: 3050.850098
	Iteration 19Q: 3 clusters Score -1281496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1281503.875000 Penalty: 3050.850098
	Iteration 20F: 3 clusters Score -1281504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1281510.125000 Penalty: 3050.850098
	Iteration 21Q: 3 clusters Score -1281510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1281515.875000 Penalty: 3050.850098
	Iteration 22Q: 3 clusters Score -1281516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1281521.750000 Penalty: 3050.850098
	Iteration 23Q: 3 clusters Score -1281522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1281524.500000 Penalty: 3050.850098
	Iteration 24Q: 3 clusters Score -1281524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1281527.125000 Penalty: 3050.850098
	Iteration 25Q: 3 clusters Score -1281527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1281532.625000 Penalty: 3050.850098
	Iteration 26Q: 3 clusters Score -1281533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1281532.000000 Penalty: 3050.850098
	Iteration 27Q: 3 clusters Score -1281532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1281534.250000 Penalty: 3050.850098
	Iteration 28Q: 3 clusters Score -1281534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1281535.125000 Penalty: 3050.850098
	Iteration 29Q: 3 clusters Score -1281535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1281537.500000 Penalty: 3050.850098
	Iteration 30Q: 3 clusters Score -1281538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1281540.250000 Penalty: 3050.850098
	Iteration 31Q: 3 clusters Score -1281540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1281541.250000 Penalty: 3050.850098
	Iteration 32Q: 3 clusters Score -1281541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1281543.500000 Penalty: 3050.850098
	Iteration 33Q: 3 clusters Score -1281544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1281541.125000 Penalty: 3050.850098
	Iteration 34Q: 3 clusters Score -1281541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1281547.125000 Penalty: 3050.850098
	Iteration 35Q: 3 clusters Score -1281547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1281552.375000 Penalty: 3050.850098
	Iteration 36Q: 3 clusters Score -1281552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1281555.125000 Penalty: 3050.850098
	Iteration 37Q: 3 clusters Score -1281555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1281552.625000 Penalty: 3050.850098
	Iteration 38Q: 3 clusters Score -1281553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1281555.500000 Penalty: 3050.850098
	Iteration 39Q: 3 clusters Score -1281556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1281556.000000 Penalty: 3050.850098
	Iteration 40F: 3 clusters Score -1281556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1281558.375000 Penalty: 3050.850098
	Iteration 41Q: 3 clusters Score -1281558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1281557.500000 Penalty: 3050.850098
	Iteration 42Q: 3 clusters Score -1281558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1281557.875000 Penalty: 3050.850098
	Iteration 43Q: 3 clusters Score -1281558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1281560.000000 Penalty: 3050.850098
	Iteration 44Q: 3 clusters Score -1281560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1281560.125000 Penalty: 3050.850098
	Iteration 45Q: 3 clusters Score -1281560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1281559.250000 Penalty: 3050.850098
	Iteration 46Q: 3 clusters Score -1281559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1281560.000000 Penalty: 3050.850098
	Iteration 47Q: 3 clusters Score -1281560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1281561.625000 Penalty: 3050.850098
	Iteration 48Q: 3 clusters Score -1281562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1281558.500000 Penalty: 3050.850098
	Iteration 49Q: 3 clusters Score -1281558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1281560.625000 Penalty: 3050.850098
	Iteration 50Q: 3 clusters Score -1281561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1281560.750000 Penalty: 3050.850098
	Iteration 51Q: 3 clusters Score -1281561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1281560.875000 Penalty: 3050.850098
	Iteration 52Q: 3 clusters Score -1281561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1281561.000000 Penalty: 3050.850098
	Iteration 53Q: 3 clusters Score -1281561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1281561.000000 Penalty: 3050.850098
	Iteration 54F: 3 clusters Score -1281561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -432560.031250 Penalty: 1347.131836
	Iteration 0F: 2 clusters Score -432560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -429192.937500 Penalty: 2694.263672
	Iteration 0F: 3 clusters Score -429192.9 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429965.125000 Penalty: 2694.263672
	Iteration 1F: 3 clusters Score -429965.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -430095.562500 Penalty: 2694.263672
	Iteration 2F: 3 clusters Score -430095.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -430186.812500 Penalty: 2694.263672
	Iteration 3Q: 3 clusters Score -430186.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -430262.531250 Penalty: 2694.263672
	Iteration 4Q: 3 clusters Score -430262.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -430324.062500 Penalty: 2694.263672
	Iteration 5Q: 3 clusters Score -430324.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -430362.062500 Penalty: 2694.263672
	Iteration 6Q: 3 clusters Score -430362.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -430397.218750 Penalty: 2694.263672
	Iteration 7Q: 3 clusters Score -430397.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -430429.375000 Penalty: 2694.263672
	Iteration 8Q: 3 clusters Score -430429.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -430459.343750 Penalty: 2694.263672
	Iteration 9Q: 3 clusters Score -430459.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -430480.968750 Penalty: 2694.263672
	Iteration 10Q: 3 clusters Score -430481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -430506.156250 Penalty: 2694.263672
	Iteration 11Q: 3 clusters Score -430506.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -430535.187500 Penalty: 2694.263672
	Iteration 12Q: 3 clusters Score -430535.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -430564.187500 Penalty: 2694.263672
	Iteration 13Q: 3 clusters Score -430564.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430592.718750 Penalty: 2694.263672
	Iteration 14Q: 3 clusters Score -430592.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -430618.437500 Penalty: 2694.263672
	Iteration 15Q: 3 clusters Score -430618.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -430642.187500 Penalty: 2694.263672
	Iteration 16Q: 3 clusters Score -430642.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -430662.062500 Penalty: 2694.263672
	Iteration 17Q: 3 clusters Score -430662.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -430684.125000 Penalty: 2694.263672
	Iteration 18Q: 3 clusters Score -430684.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -430713.093750 Penalty: 2694.263672
	Iteration 19Q: 3 clusters Score -430713.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -430745.625000 Penalty: 2694.263672
	Iteration 20F: 3 clusters Score -430745.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -430778.562500 Penalty: 2694.263672
	Iteration 21Q: 3 clusters Score -430778.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -430820.187500 Penalty: 2694.263672
	Iteration 22Q: 3 clusters Score -430820.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -430858.375000 Penalty: 2694.263672
	Iteration 23Q: 3 clusters Score -430858.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -430892.031250 Penalty: 2694.263672
	Iteration 24Q: 3 clusters Score -430892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -430925.093750 Penalty: 2694.263672
	Iteration 25Q: 3 clusters Score -430925.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -430959.906250 Penalty: 2694.263672
	Iteration 26Q: 3 clusters Score -430959.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -431002.062500 Penalty: 2694.263672
	Iteration 27Q: 3 clusters Score -431002.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -431047.468750 Penalty: 2694.263672
	Iteration 28Q: 3 clusters Score -431047.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -431084.500000 Penalty: 2694.263672
	Iteration 29Q: 3 clusters Score -431084.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -431119.156250 Penalty: 2694.263672
	Iteration 30Q: 3 clusters Score -431119.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -431152.718750 Penalty: 2694.263672
	Iteration 31Q: 3 clusters Score -431152.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -431183.781250 Penalty: 2694.263672
	Iteration 32Q: 3 clusters Score -431183.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -431219.250000 Penalty: 2694.263672
	Iteration 33Q: 3 clusters Score -431219.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -431251.750000 Penalty: 2694.263672
	Iteration 34Q: 3 clusters Score -431251.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -431283.593750 Penalty: 2694.263672
	Iteration 35Q: 3 clusters Score -431283.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -431308.406250 Penalty: 2694.263672
	Iteration 36Q: 3 clusters Score -431308.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -431320.562500 Penalty: 2694.263672
	Iteration 37Q: 3 clusters Score -431320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -431330.781250 Penalty: 2694.263672
	Iteration 38Q: 3 clusters Score -431330.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -431340.375000 Penalty: 2694.263672
	Iteration 39Q: 3 clusters Score -431340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -431344.812500 Penalty: 2694.263672
	Iteration 40F: 3 clusters Score -431344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -431350.156250 Penalty: 2694.263672
	Iteration 41Q: 3 clusters Score -431350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -431358.875000 Penalty: 2694.263672
	Iteration 42Q: 3 clusters Score -431358.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -431374.156250 Penalty: 2694.263672
	Iteration 43Q: 3 clusters Score -431374.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -431384.781250 Penalty: 2694.263672
	Iteration 44Q: 3 clusters Score -431384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -431394.843750 Penalty: 2694.263672
	Iteration 45Q: 3 clusters Score -431394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -431402.468750 Penalty: 2694.263672
	Iteration 46Q: 3 clusters Score -431402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -431404.468750 Penalty: 2694.263672
	Iteration 47Q: 3 clusters Score -431404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -431411.875000 Penalty: 2694.263672
	Iteration 48Q: 3 clusters Score -431411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -431414.718750 Penalty: 2694.263672
	Iteration 49Q: 3 clusters Score -431414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -431416.875000 Penalty: 2694.263672
	Iteration 50Q: 3 clusters Score -431416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -431416.875000 Penalty: 2694.263672
	Iteration 51F: 3 clusters Score -431416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Entering Unmasked Estep 
Score: -16904482.000000 Penalty: 1944.987427
	Iteration 0F: 2 clusters Score -1.690448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -16802332.000000 Penalty: 3889.974854
	Iteration 0F: 3 clusters Score -1.680233e+07 nChanged 76119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -16847916.000000 Penalty: 3889.974854
	Iteration 1F: 3 clusters Score -1.684792e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -16849708.000000 Penalty: 3889.974854
	Iteration 2Q: 3 clusters Score -1.684971e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -16852724.000000 Penalty: 3889.974854
	Iteration 3Q: 3 clusters Score -1.685272e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -16857284.000000 Penalty: 3889.974854
	Iteration 4F: 3 clusters Score -1.685728e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -16864188.000000 Penalty: 3889.974854
	Iteration 5F: 3 clusters Score -1.686419e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -16873080.000000 Penalty: 3889.974854
	Iteration 6F: 3 clusters Score -1.687308e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -16881010.000000 Penalty: 3889.974854
	Iteration 7F: 3 clusters Score -1.688101e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -16885320.000000 Penalty: 3889.974854
	Iteration 8F: 3 clusters Score -1.688532e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -16887050.000000 Penalty: 3889.974854
	Iteration 9Q: 3 clusters Score -1.688705e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -16887718.000000 Penalty: 3889.974854
	Iteration 10Q: 3 clusters Score -1.688772e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -16888210.000000 Penalty: 3889.974854
	Iteration 11Q: 3 clusters Score -1.688821e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -16888716.000000 Penalty: 3889.974854
	Iteration 12Q: 3 clusters Score -1.688872e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -16889144.000000 Penalty: 3889.974854
	Iteration 13Q: 3 clusters Score -1.688914e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -16889554.000000 Penalty: 3889.974854
	Iteration 14Q: 3 clusters Score -1.688955e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -16890014.000000 Penalty: 3889.974854
	Iteration 15Q: 3 clusters Score -1.689001e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -16890404.000000 Penalty: 3889.974854
	Iteration 16Q: 3 clusters Score -1.68904e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -16890850.000000 Penalty: 3889.974854
	Iteration 17Q: 3 clusters Score -1.689085e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -16891290.000000 Penalty: 3889.974854
	Iteration 18Q: 3 clusters Score -1.689129e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -16891718.000000 Penalty: 3889.974854
	Iteration 19Q: 3 clusters Score -1.689172e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -16892126.000000 Penalty: 3889.974854
	Iteration 20F: 3 clusters Score -1.689213e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -16892420.000000 Penalty: 3889.974854
	Iteration 21Q: 3 clusters Score -1.689242e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -16892770.000000 Penalty: 3889.974854
	Iteration 22Q: 3 clusters Score -1.689277e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -16893162.000000 Penalty: 3889.974854
	Iteration 23Q: 3 clusters Score -1.689316e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -16893548.000000 Penalty: 3889.974854
	Iteration 24Q: 3 clusters Score -1.689355e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -16893954.000000 Penalty: 3889.974854
	Iteration 25Q: 3 clusters Score -1.689395e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -16894318.000000 Penalty: 3889.974854
	Iteration 26Q: 3 clusters Score -1.689432e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -16894606.000000 Penalty: 3889.974854
	Iteration 27Q: 3 clusters Score -1.689461e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -16895024.000000 Penalty: 3889.974854
	Iteration 28Q: 3 clusters Score -1.689502e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -16895454.000000 Penalty: 3889.974854
	Iteration 29Q: 3 clusters Score -1.689545e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -16895840.000000 Penalty: 3889.974854
	Iteration 30Q: 3 clusters Score -1.689584e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -16896126.000000 Penalty: 3889.974854
	Iteration 31Q: 3 clusters Score -1.689613e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -16896400.000000 Penalty: 3889.974854
	Iteration 32Q: 3 clusters Score -1.68964e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -16896734.000000 Penalty: 3889.974854
	Iteration 33Q: 3 clusters Score -1.689673e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -16896946.000000 Penalty: 3889.974854
	Iteration 34Q: 3 clusters Score -1.689695e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -16897180.000000 Penalty: 3889.974854
	Iteration 35Q: 3 clusters Score -1.689718e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -16897354.000000 Penalty: 3889.974854
	Iteration 36Q: 3 clusters Score -1.689735e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -16897446.000000 Penalty: 3889.974854
	Iteration 37Q: 3 clusters Score -1.689745e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -16897534.000000 Penalty: 3889.974854
	Iteration 38Q: 3 clusters Score -1.689753e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -16897588.000000 Penalty: 3889.974854
	Iteration 39Q: 3 clusters Score -1.689759e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -16897664.000000 Penalty: 3889.974854
	Iteration 40F: 3 clusters Score -1.689766e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -16897758.000000 Penalty: 3889.974854
	Iteration 41Q: 3 clusters Score -1.689776e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -16897822.000000 Penalty: 3889.974854
	Iteration 42Q: 3 clusters Score -1.689782e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -16897888.000000 Penalty: 3889.974854
	Iteration 43Q: 3 clusters Score -1.689789e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -16897852.000000 Penalty: 3889.974854
	Iteration 44Q: 3 clusters Score -1.689785e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -16897868.000000 Penalty: 3889.974854
	Iteration 45Q: 3 clusters Score -1.689787e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -16897942.000000 Penalty: 3889.974854
	Iteration 46Q: 3 clusters Score -1.689794e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -16897958.000000 Penalty: 3889.974854
	Iteration 47Q: 3 clusters Score -1.689796e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -16897952.000000 Penalty: 3889.974854
	Iteration 48Q: 3 clusters Score -1.689795e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -16897970.000000 Penalty: 3889.974854
	Iteration 49Q: 3 clusters Score -1.689797e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -16897944.000000 Penalty: 3889.974854
	Iteration 50Q: 3 clusters Score -1.689794e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -16897986.000000 Penalty: 3889.974854
	Iteration 51Q: 3 clusters Score -1.689799e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -16897980.000000 Penalty: 3889.974854
	Iteration 52Q: 3 clusters Score -1.689798e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -16898058.000000 Penalty: 3889.974854
	Iteration 53Q: 3 clusters Score -1.689806e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -16898074.000000 Penalty: 3889.974854
	Iteration 54Q: 3 clusters Score -1.689807e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -16898088.000000 Penalty: 3889.974854
	Iteration 55Q: 3 clusters Score -1.689809e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -16898154.000000 Penalty: 3889.974854
	Iteration 56Q: 3 clusters Score -1.689815e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -16898146.000000 Penalty: 3889.974854
	Iteration 57Q: 3 clusters Score -1.689815e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -16898144.000000 Penalty: 3889.974854
	Iteration 58Q: 3 clusters Score -1.689814e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -16898146.000000 Penalty: 3889.974854
	Iteration 59Q: 3 clusters Score -1.689815e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -16898204.000000 Penalty: 3889.974854
	Iteration 60F: 3 clusters Score -1.68982e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -16898276.000000 Penalty: 3889.974854
	Iteration 61Q: 3 clusters Score -1.689828e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -16898270.000000 Penalty: 3889.974854
	Iteration 62Q: 3 clusters Score -1.689827e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102728 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -16898300.000000 Penalty: 3889.974854
	Iteration 63Q: 3 clusters Score -1.68983e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -16898312.000000 Penalty: 3889.974854
	Iteration 64Q: 3 clusters Score -1.689831e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -16898380.000000 Penalty: 3889.974854
	Iteration 65Q: 3 clusters Score -1.689838e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103810 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -16898390.000000 Penalty: 3889.974854
	Iteration 66Q: 3 clusters Score -1.689839e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -16898448.000000 Penalty: 3889.974854
	Iteration 67Q: 3 clusters Score -1.689845e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -16898486.000000 Penalty: 3889.974854
	Iteration 68Q: 3 clusters Score -1.689849e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -16898486.000000 Penalty: 3889.974854
	Iteration 69Q: 3 clusters Score -1.689849e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -16898516.000000 Penalty: 3889.974854
	Iteration 70Q: 3 clusters Score -1.689852e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -16898538.000000 Penalty: 3889.974854
	Iteration 71Q: 3 clusters Score -1.689854e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -16898548.000000 Penalty: 3889.974854
	Iteration 72Q: 3 clusters Score -1.689855e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -16898554.000000 Penalty: 3889.974854
	Iteration 73Q: 3 clusters Score -1.689855e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -16898598.000000 Penalty: 3889.974854
	Iteration 74Q: 3 clusters Score -1.68986e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -16898648.000000 Penalty: 3889.974854
	Iteration 75Q: 3 clusters Score -1.689865e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -16898624.000000 Penalty: 3889.974854
	Iteration 76Q: 3 clusters Score -1.689862e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -16898632.000000 Penalty: 3889.974854
	Iteration 77Q: 3 clusters Score -1.689863e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -16898676.000000 Penalty: 3889.974854
	Iteration 78Q: 3 clusters Score -1.689868e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -16898664.000000 Penalty: 3889.974854
	Iteration 79Q: 3 clusters Score -1.689866e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -16898660.000000 Penalty: 3889.974854
	Iteration 80F: 3 clusters Score -1.689866e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109944 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -16898688.000000 Penalty: 3889.974854
	Iteration 81Q: 3 clusters Score -1.689869e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -16898718.000000 Penalty: 3889.974854
	Iteration 82Q: 3 clusters Score -1.689872e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -16898708.000000 Penalty: 3889.974854
	Iteration 83Q: 3 clusters Score -1.689871e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -16898718.000000 Penalty: 3889.974854
	Iteration 84Q: 3 clusters Score -1.689872e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -16898760.000000 Penalty: 3889.974854
	Iteration 85Q: 3 clusters Score -1.689876e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -16898820.000000 Penalty: 3889.974854
	Iteration 86Q: 3 clusters Score -1.689882e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -16898876.000000 Penalty: 3889.974854
	Iteration 87Q: 3 clusters Score -1.689888e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -16898928.000000 Penalty: 3889.974854
	Iteration 88Q: 3 clusters Score -1.689893e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -16898902.000000 Penalty: 3889.974854
	Iteration 89Q: 3 clusters Score -1.68989e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -16898932.000000 Penalty: 3889.974854
	Iteration 90Q: 3 clusters Score -1.689893e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -16898984.000000 Penalty: 3889.974854
	Iteration 91Q: 3 clusters Score -1.689898e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -16899022.000000 Penalty: 3889.974854
	Iteration 92Q: 3 clusters Score -1.689902e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -16899124.000000 Penalty: 3889.974854
	Iteration 93Q: 3 clusters Score -1.689912e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -16899190.000000 Penalty: 3889.974854
	Iteration 94Q: 3 clusters Score -1.689919e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -16899226.000000 Penalty: 3889.974854
	Iteration 95Q: 3 clusters Score -1.689923e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -16899268.000000 Penalty: 3889.974854
	Iteration 96Q: 3 clusters Score -1.689927e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -16899352.000000 Penalty: 3889.974854
	Iteration 97Q: 3 clusters Score -1.689935e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -16899394.000000 Penalty: 3889.974854
	Iteration 98Q: 3 clusters Score -1.689939e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -16899446.000000 Penalty: 3889.974854
	Iteration 99Q: 3 clusters Score -1.689945e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -16899440.000000 Penalty: 3889.974854
	Iteration 100F: 3 clusters Score -1.689944e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -16899498.000000 Penalty: 3889.974854
	Iteration 101Q: 3 clusters Score -1.68995e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120953 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -16899612.000000 Penalty: 3889.974854
	Iteration 102Q: 3 clusters Score -1.689961e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121581 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -16899726.000000 Penalty: 3889.974854
	Iteration 103Q: 3 clusters Score -1.689973e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -16899782.000000 Penalty: 3889.974854
	Iteration 104Q: 3 clusters Score -1.689978e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -16899896.000000 Penalty: 3889.974854
	Iteration 105Q: 3 clusters Score -1.68999e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -16899988.000000 Penalty: 3889.974854
	Iteration 106Q: 3 clusters Score -1.689999e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -16900096.000000 Penalty: 3889.974854
	Iteration 107Q: 3 clusters Score -1.69001e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -16900196.000000 Penalty: 3889.974854
	Iteration 108Q: 3 clusters Score -1.69002e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -16900280.000000 Penalty: 3889.974854
	Iteration 109Q: 3 clusters Score -1.690028e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -16900336.000000 Penalty: 3889.974854
	Iteration 110Q: 3 clusters Score -1.690034e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -16900406.000000 Penalty: 3889.974854
	Iteration 111Q: 3 clusters Score -1.690041e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127395 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -16900472.000000 Penalty: 3889.974854
	Iteration 112Q: 3 clusters Score -1.690047e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128028 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -16900632.000000 Penalty: 3889.974854
	Iteration 113Q: 3 clusters Score -1.690063e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -16900684.000000 Penalty: 3889.974854
	Iteration 114Q: 3 clusters Score -1.690068e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -16900710.000000 Penalty: 3889.974854
	Iteration 115Q: 3 clusters Score -1.690071e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -16900790.000000 Penalty: 3889.974854
	Iteration 116Q: 3 clusters Score -1.690079e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -16900892.000000 Penalty: 3889.974854
	Iteration 117Q: 3 clusters Score -1.690089e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -16901000.000000 Penalty: 3889.974854
	Iteration 118Q: 3 clusters Score -1.6901e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -16901010.000000 Penalty: 3889.974854
	Iteration 119Q: 3 clusters Score -1.690101e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132722 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -16901148.000000 Penalty: 3889.974854
	Iteration 120F: 3 clusters Score -1.690115e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -16901280.000000 Penalty: 3889.974854
	Iteration 121Q: 3 clusters Score -1.690128e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -16901370.000000 Penalty: 3889.974854
	Iteration 122Q: 3 clusters Score -1.690137e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134805 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -16901538.000000 Penalty: 3889.974854
	Iteration 123Q: 3 clusters Score -1.690154e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -16901676.000000 Penalty: 3889.974854
	Iteration 124Q: 3 clusters Score -1.690168e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -16901740.000000 Penalty: 3889.974854
	Iteration 125Q: 3 clusters Score -1.690174e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -16901856.000000 Penalty: 3889.974854
	Iteration 126Q: 3 clusters Score -1.690186e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -16901940.000000 Penalty: 3889.974854
	Iteration 127Q: 3 clusters Score -1.690194e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -16902048.000000 Penalty: 3889.974854
	Iteration 128Q: 3 clusters Score -1.690205e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -16902186.000000 Penalty: 3889.974854
	Iteration 129Q: 3 clusters Score -1.690219e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139581 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -16902316.000000 Penalty: 3889.974854
	Iteration 130Q: 3 clusters Score -1.690232e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -16902482.000000 Penalty: 3889.974854
	Iteration 131Q: 3 clusters Score -1.690248e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -16902598.000000 Penalty: 3889.974854
	Iteration 132Q: 3 clusters Score -1.69026e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -16902670.000000 Penalty: 3889.974854
	Iteration 133Q: 3 clusters Score -1.690267e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -16902742.000000 Penalty: 3889.974854
	Iteration 134Q: 3 clusters Score -1.690274e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142891 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -16902780.000000 Penalty: 3889.974854
	Iteration 135Q: 3 clusters Score -1.690278e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143457 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -16902744.000000 Penalty: 3889.974854
	Iteration 136Q: 3 clusters Score -1.690274e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -16902728.000000 Penalty: 3889.974854
	Iteration 137Q: 3 clusters Score -1.690273e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -16902786.000000 Penalty: 3889.974854
	Iteration 138Q: 3 clusters Score -1.690279e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -16902852.000000 Penalty: 3889.974854
	Iteration 139Q: 3 clusters Score -1.690285e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -16902934.000000 Penalty: 3889.974854
	Iteration 140F: 3 clusters Score -1.690293e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -16903008.000000 Penalty: 3889.974854
	Iteration 141Q: 3 clusters Score -1.690301e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -16903106.000000 Penalty: 3889.974854
	Iteration 142Q: 3 clusters Score -1.690311e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -16903186.000000 Penalty: 3889.974854
	Iteration 143Q: 3 clusters Score -1.690319e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -16903298.000000 Penalty: 3889.974854
	Iteration 144Q: 3 clusters Score -1.69033e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -16903374.000000 Penalty: 3889.974854
	Iteration 145Q: 3 clusters Score -1.690337e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -16903424.000000 Penalty: 3889.974854
	Iteration 146Q: 3 clusters Score -1.690342e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148863 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -16903436.000000 Penalty: 3889.974854
	Iteration 147Q: 3 clusters Score -1.690344e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -16903476.000000 Penalty: 3889.974854
	Iteration 148Q: 3 clusters Score -1.690348e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -16903542.000000 Penalty: 3889.974854
	Iteration 149Q: 3 clusters Score -1.690354e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149902 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -16903586.000000 Penalty: 3889.974854
	Iteration 150Q: 3 clusters Score -1.690359e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150186 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -16903632.000000 Penalty: 3889.974854
	Iteration 151Q: 3 clusters Score -1.690363e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150450 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -16903660.000000 Penalty: 3889.974854
	Iteration 152Q: 3 clusters Score -1.690366e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -16903736.000000 Penalty: 3889.974854
	Iteration 153Q: 3 clusters Score -1.690374e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -16903762.000000 Penalty: 3889.974854
	Iteration 154Q: 3 clusters Score -1.690376e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -16903724.000000 Penalty: 3889.974854
	Iteration 155Q: 3 clusters Score -1.690372e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -16903714.000000 Penalty: 3889.974854
	Iteration 156Q: 3 clusters Score -1.690371e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -16903728.000000 Penalty: 3889.974854
	Iteration 157Q: 3 clusters Score -1.690373e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -16903718.000000 Penalty: 3889.974854
	Iteration 158Q: 3 clusters Score -1.690372e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -16903708.000000 Penalty: 3889.974854
	Iteration 159Q: 3 clusters Score -1.690371e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -16903720.000000 Penalty: 3889.974854
	Iteration 160F: 3 clusters Score -1.690372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -16903752.000000 Penalty: 3889.974854
	Iteration 161Q: 3 clusters Score -1.690375e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -16903712.000000 Penalty: 3889.974854
	Iteration 162Q: 3 clusters Score -1.690371e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152324 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -16903718.000000 Penalty: 3889.974854
	Iteration 163Q: 3 clusters Score -1.690372e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152430 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -16903716.000000 Penalty: 3889.974854
	Iteration 164Q: 3 clusters Score -1.690372e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -16903692.000000 Penalty: 3889.974854
	Iteration 165Q: 3 clusters Score -1.690369e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152593 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -16903724.000000 Penalty: 3889.974854
	Iteration 166Q: 3 clusters Score -1.690372e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -16903720.000000 Penalty: 3889.974854
	Iteration 167Q: 3 clusters Score -1.690372e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152733 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -16903700.000000 Penalty: 3889.974854
	Iteration 168Q: 3 clusters Score -1.69037e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152795 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -16903704.000000 Penalty: 3889.974854
	Iteration 169Q: 3 clusters Score -1.69037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -16903710.000000 Penalty: 3889.974854
	Iteration 170Q: 3 clusters Score -1.690371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -16903718.000000 Penalty: 3889.974854
	Iteration 171Q: 3 clusters Score -1.690372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -16903716.000000 Penalty: 3889.974854
	Iteration 172Q: 3 clusters Score -1.690372e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -16903734.000000 Penalty: 3889.974854
	Iteration 173Q: 3 clusters Score -1.690373e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153047 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -16903738.000000 Penalty: 3889.974854
	Iteration 174Q: 3 clusters Score -1.690374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -16903700.000000 Penalty: 3889.974854
	Iteration 175Q: 3 clusters Score -1.69037e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -16903710.000000 Penalty: 3889.974854
	Iteration 176Q: 3 clusters Score -1.690371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -16903696.000000 Penalty: 3889.974854
	Iteration 177Q: 3 clusters Score -1.69037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -16903680.000000 Penalty: 3889.974854
	Iteration 178Q: 3 clusters Score -1.690368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -16903680.000000 Penalty: 3889.974854
	Iteration 179Q: 3 clusters Score -1.690368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -16903696.000000 Penalty: 3889.974854
	Iteration 180F: 3 clusters Score -1.69037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -16903700.000000 Penalty: 3889.974854
	Iteration 181Q: 3 clusters Score -1.69037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -16903686.000000 Penalty: 3889.974854
	Iteration 182Q: 3 clusters Score -1.690369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -16903700.000000 Penalty: 3889.974854
	Iteration 183Q: 3 clusters Score -1.69037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -16903698.000000 Penalty: 3889.974854
	Iteration 184Q: 3 clusters Score -1.69037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153248 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -16903698.000000 Penalty: 3889.974854
	Iteration 185Q: 3 clusters Score -1.69037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -16903698.000000 Penalty: 3889.974854
	Iteration 186Q: 3 clusters Score -1.69037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -16903692.000000 Penalty: 3889.974854
	Iteration 187Q: 3 clusters Score -1.690369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -16903694.000000 Penalty: 3889.974854
	Iteration 188Q: 3 clusters Score -1.690369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -16903690.000000 Penalty: 3889.974854
	Iteration 189Q: 3 clusters Score -1.690369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153283 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -16903694.000000 Penalty: 3889.974854
	Iteration 190Q: 3 clusters Score -1.690369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -16903682.000000 Penalty: 3889.974854
	Iteration 191Q: 3 clusters Score -1.690368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -16903662.000000 Penalty: 3889.974854
	Iteration 192Q: 3 clusters Score -1.690366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153302 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -16903668.000000 Penalty: 3889.974854
	Iteration 193Q: 3 clusters Score -1.690367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -16903668.000000 Penalty: 3889.974854
	Iteration 194Q: 3 clusters Score -1.690367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -16903654.000000 Penalty: 3889.974854
	Iteration 195Q: 3 clusters Score -1.690365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -16903646.000000 Penalty: 3889.974854
	Iteration 196Q: 3 clusters Score -1.690365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -16903672.000000 Penalty: 3889.974854
	Iteration 197Q: 3 clusters Score -1.690367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153353 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -16903676.000000 Penalty: 3889.974854
	Iteration 198Q: 3 clusters Score -1.690368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -16903666.000000 Penalty: 3889.974854
	Iteration 199Q: 3 clusters Score -1.690367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16903676.000000 Penalty: 3889.974854
	Iteration 200F: 3 clusters Score -1.690368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -16903688.000000 Penalty: 3889.974854
	Iteration 201Q: 3 clusters Score -1.690369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -16903664.000000 Penalty: 3889.974854
	Iteration 202Q: 3 clusters Score -1.690366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -16903670.000000 Penalty: 3889.974854
	Iteration 203Q: 3 clusters Score -1.690367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -16903660.000000 Penalty: 3889.974854
	Iteration 204Q: 3 clusters Score -1.690366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -16903668.000000 Penalty: 3889.974854
	Iteration 205Q: 3 clusters Score -1.690367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -16903656.000000 Penalty: 3889.974854
	Iteration 206Q: 3 clusters Score -1.690366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -16903670.000000 Penalty: 3889.974854
	Iteration 207Q: 3 clusters Score -1.690367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -16903664.000000 Penalty: 3889.974854
	Iteration 208Q: 3 clusters Score -1.690366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -16903658.000000 Penalty: 3889.974854
	Iteration 209Q: 3 clusters Score -1.690366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16903666.000000 Penalty: 3889.974854
	Iteration 210Q: 3 clusters Score -1.690367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -16903672.000000 Penalty: 3889.974854
	Iteration 211Q: 3 clusters Score -1.690367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -16903654.000000 Penalty: 3889.974854
	Iteration 212Q: 3 clusters Score -1.690365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -16903658.000000 Penalty: 3889.974854
	Iteration 213Q: 3 clusters Score -1.690366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -16903660.000000 Penalty: 3889.974854
	Iteration 214Q: 3 clusters Score -1.690366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -16903672.000000 Penalty: 3889.974854
	Iteration 215Q: 3 clusters Score -1.690367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153592 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -16903674.000000 Penalty: 3889.974854
	Iteration 216Q: 3 clusters Score -1.690367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -16903672.000000 Penalty: 3889.974854
	Iteration 217Q: 3 clusters Score -1.690367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -16903666.000000 Penalty: 3889.974854
	Iteration 218Q: 3 clusters Score -1.690367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -16903676.000000 Penalty: 3889.974854
	Iteration 219Q: 3 clusters Score -1.690368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153668 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -16903684.000000 Penalty: 3889.974854
	Iteration 220F: 3 clusters Score -1.690368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -16903682.000000 Penalty: 3889.974854
	Iteration 221Q: 3 clusters Score -1.690368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -16903676.000000 Penalty: 3889.974854
	Iteration 222Q: 3 clusters Score -1.690368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -16903674.000000 Penalty: 3889.974854
	Iteration 223Q: 3 clusters Score -1.690367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -16903686.000000 Penalty: 3889.974854
	Iteration 224Q: 3 clusters Score -1.690369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -16903688.000000 Penalty: 3889.974854
	Iteration 225Q: 3 clusters Score -1.690369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -16903694.000000 Penalty: 3889.974854
	Iteration 226Q: 3 clusters Score -1.690369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16903692.000000 Penalty: 3889.974854
	Iteration 227Q: 3 clusters Score -1.690369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -16903692.000000 Penalty: 3889.974854
	Iteration 228Q: 3 clusters Score -1.690369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -16903694.000000 Penalty: 3889.974854
	Iteration 229Q: 3 clusters Score -1.690369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -16903694.000000 Penalty: 3889.974854
	Iteration 230F: 3 clusters Score -1.690369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 167214 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 15757 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12624 members 
Mstep: Class 10 contains 286812 members 
Mstep: Class 11 contains 55770 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 21884 members 
Mstep: Class 14 contains 16394 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 11935 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 157811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473208.000000 Penalty: 44211.253906
Iteration 479Q: 21 clusters Score -8.447321e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 167259 members 
Mstep: Class 3 contains 27409 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 10540 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 15751 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 286659 members 
Mstep: Class 11 contains 55741 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 16528 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 11614 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 157973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472800.000000 Penalty: 44211.253906
Iteration 480F: 21 clusters Score -8.44728e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 167308 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 10538 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 15754 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12611 members 
Mstep: Class 10 contains 286531 members 
Mstep: Class 11 contains 55685 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 16687 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 158112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472280.000000 Penalty: 44211.253906
Iteration 481Q: 21 clusters Score -8.447228e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 167292 members 
Mstep: Class 3 contains 27746 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 10534 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 15758 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12605 members 
Mstep: Class 10 contains 286420 members 
Mstep: Class 11 contains 55649 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 16848 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 11003 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 158286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471904.000000 Penalty: 44211.253906
Iteration 482Q: 21 clusters Score -8.44719e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 167281 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 15760 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12597 members 
Mstep: Class 10 contains 286310 members 
Mstep: Class 11 contains 55602 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 21900 members 
Mstep: Class 14 contains 16995 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 10736 members 
Mstep: Class 21 contains 3985 members 
Mstep: Class 22 contains 158415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471784.000000 Penalty: 44211.253906
Iteration 483Q: 21 clusters Score -8.447178e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 167195 members 
Mstep: Class 3 contains 28121 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 15763 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 12598 members 
Mstep: Class 10 contains 286202 members 
Mstep: Class 11 contains 55565 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 21907 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 10483 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 158567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471576.000000 Penalty: 44211.253906
Iteration 484Q: 21 clusters Score -8.447158e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 167100 members 
Mstep: Class 3 contains 28312 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 286121 members 
Mstep: Class 11 contains 55536 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 21909 members 
Mstep: Class 14 contains 17263 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 10231 members 
Mstep: Class 21 contains 3993 members 
Mstep: Class 22 contains 158727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471144.000000 Penalty: 44211.253906
Iteration 485Q: 21 clusters Score -8.447114e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 167040 members 
Mstep: Class 3 contains 28498 members 
Mstep: Class 4 contains 6278 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 15752 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 286012 members 
Mstep: Class 11 contains 55510 members 
Mstep: Class 12 contains 2902 members 
Mstep: Class 13 contains 21909 members 
Mstep: Class 14 contains 17395 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 10003 members 
Mstep: Class 21 contains 3991 members 
Mstep: Class 22 contains 158871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470928.000000 Penalty: 44211.253906
Iteration 486Q: 21 clusters Score -8.447093e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 166981 members 
Mstep: Class 3 contains 28706 members 
Mstep: Class 4 contains 6283 members 
Mstep: Class 5 contains 10504 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 15748 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 285891 members 
Mstep: Class 11 contains 55459 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 17505 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 9813 members 
Mstep: Class 21 contains 3991 members 
Mstep: Class 22 contains 159003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470592.000000 Penalty: 44211.253906
Iteration 487Q: 21 clusters Score -8.447059e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 166911 members 
Mstep: Class 3 contains 28928 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12580 members 
Mstep: Class 10 contains 285725 members 
Mstep: Class 11 contains 55438 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 21932 members 
Mstep: Class 14 contains 17640 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3457 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9624 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 159090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470720.000000 Penalty: 44211.253906
Iteration 488Q: 21 clusters Score -8.447072e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 166822 members 
Mstep: Class 3 contains 29175 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 10485 members 
Mstep: Class 6 contains 1148 members 
Mstep: Class 7 contains 15746 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12568 members 
Mstep: Class 10 contains 285568 members 
Mstep: Class 11 contains 55430 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 17758 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 9444 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 22 contains 159170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470248.000000 Penalty: 44211.253906
Iteration 489Q: 21 clusters Score -8.447025e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 166731 members 
Mstep: Class 3 contains 29415 members 
Mstep: Class 4 contains 6300 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 15750 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12562 members 
Mstep: Class 10 contains 285388 members 
Mstep: Class 11 contains 55384 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 21953 members 
Mstep: Class 14 contains 17878 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 9285 members 
Mstep: Class 21 contains 4081 members 
Mstep: Class 22 contains 159243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469952.000000 Penalty: 44211.253906
Iteration 490Q: 21 clusters Score -8.446995e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 166588 members 
Mstep: Class 3 contains 29667 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 10471 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 285234 members 
Mstep: Class 11 contains 55346 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 21959 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 4101 members 
Mstep: Class 22 contains 159293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469944.000000 Penalty: 44211.253906
Iteration 491Q: 21 clusters Score -8.446994e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 166434 members 
Mstep: Class 3 contains 29888 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 285068 members 
Mstep: Class 11 contains 55315 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 21970 members 
Mstep: Class 14 contains 18135 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 4127 members 
Mstep: Class 22 contains 159416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469912.000000 Penalty: 44211.253906
Iteration 492Q: 21 clusters Score -8.446991e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 166321 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12556 members 
Mstep: Class 10 contains 284887 members 
Mstep: Class 11 contains 55280 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 21985 members 
Mstep: Class 14 contains 18247 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 159492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469696.000000 Penalty: 44211.253906
Iteration 493Q: 21 clusters Score -8.44697e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 166180 members 
Mstep: Class 3 contains 30310 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 15768 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12566 members 
Mstep: Class 10 contains 284750 members 
Mstep: Class 11 contains 55243 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 22003 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 8802 members 
Mstep: Class 21 contains 4182 members 
Mstep: Class 22 contains 159521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469520.000000 Penalty: 44211.253906
Iteration 494Q: 21 clusters Score -8.446952e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 166045 members 
Mstep: Class 3 contains 30490 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 10486 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12568 members 
Mstep: Class 10 contains 284566 members 
Mstep: Class 11 contains 55220 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 18537 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 8724 members 
Mstep: Class 21 contains 4195 members 
Mstep: Class 22 contains 159588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469128.000000 Penalty: 44211.253906
Iteration 495Q: 21 clusters Score -8.446913e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 165933 members 
Mstep: Class 3 contains 30676 members 
Mstep: Class 4 contains 6300 members 
Mstep: Class 5 contains 10489 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12569 members 
Mstep: Class 10 contains 284360 members 
Mstep: Class 11 contains 55190 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 18680 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 159651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468992.000000 Penalty: 44211.253906
Iteration 496Q: 21 clusters Score -8.446899e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 165831 members 
Mstep: Class 3 contains 30868 members 
Mstep: Class 4 contains 6299 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12576 members 
Mstep: Class 10 contains 284221 members 
Mstep: Class 11 contains 55150 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 22020 members 
Mstep: Class 14 contains 18815 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 8560 members 
Mstep: Class 21 contains 4245 members 
Mstep: Class 22 contains 159648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468808.000000 Penalty: 44211.253906
Iteration 497Q: 21 clusters Score -8.446881e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 165745 members 
Mstep: Class 3 contains 31055 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 10488 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 15782 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 284076 members 
Mstep: Class 11 contains 55114 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 22039 members 
Mstep: Class 14 contains 18914 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 4260 members 
Mstep: Class 22 contains 159659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468888.000000 Penalty: 44211.253906
Iteration 498Q: 21 clusters Score -8.446889e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 165612 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 15785 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12588 members 
Mstep: Class 10 contains 283978 members 
Mstep: Class 11 contains 55073 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 18996 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 159659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468816.000000 Penalty: 44211.253906
Iteration 499Q: 21 clusters Score -8.446882e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 165527 members 
Mstep: Class 3 contains 31442 members 
Mstep: Class 4 contains 6307 members 
Mstep: Class 5 contains 10494 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 12594 members 
Mstep: Class 10 contains 283902 members 
Mstep: Class 11 contains 55014 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 19067 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 159655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468568.000000 Penalty: 44211.253906
Iteration 500F: 21 clusters Score -8.446857e+07 nChanged 1349
Maximum iterations exceeded
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254586272.000000 Penalty: 47781.746094
23->21 Clusters: Score -254586272.000000, best is -254667280.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 35300 members 
Mstep: Class 3 contains 35070 members 
Mstep: Class 4 contains 35275 members 
Mstep: Class 5 contains 34959 members 
Mstep: Class 6 contains 35460 members 
Mstep: Class 7 contains 35202 members 
Mstep: Class 8 contains 35010 members 
Mstep: Class 9 contains 35331 members 
Mstep: Class 10 contains 35364 members 
Mstep: Class 11 contains 35235 members 
Mstep: Class 12 contains 35133 members 
Mstep: Class 13 contains 34899 members 
Mstep: Class 14 contains 35209 members 
Mstep: Class 15 contains 35148 members 
Mstep: Class 16 contains 34824 members 
Mstep: Class 17 contains 35152 members 
Mstep: Class 18 contains 35422 members 
Mstep: Class 19 contains 34615 members 
Mstep: Class 20 contains 35136 members 
Mstep: Class 21 contains 35212 members 
Mstep: Class 22 contains 35358 members 
Mstep: Class 23 contains 35399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 406.691284 but Gain 2210.566406
Score: -81701632.000000 Penalty: 48632.378906
Iteration 0F: 23 clusters Score -8.170163e+07 nChanged 770550
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 20894 members 
Mstep: Class 3 contains 23398 members 
Mstep: Class 4 contains 72876 members 
Mstep: Class 5 contains 48880 members 
Mstep: Class 6 contains 65005 members 
Mstep: Class 7 contains 62001 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 17666 members 
Mstep: Class 10 contains 24590 members 
Mstep: Class 12 contains 76697 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 37651 members 
Mstep: Class 15 contains 22041 members 
Mstep: Class 16 contains 11682 members 
Mstep: Class 17 contains 28109 members 
Mstep: Class 18 contains 34969 members 
Mstep: Class 19 contains 21063 members 
Mstep: Class 20 contains 50696 members 
Mstep: Class 21 contains 36178 members 
Mstep: Class 22 contains 23012 members 
Mstep: Class 23 contains 60899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83306120.000000 Penalty: 48632.378906
Iteration 1F: 23 clusters Score -8.330612e+07 nChanged 279910
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 19596 members 
Mstep: Class 4 contains 67115 members 
Mstep: Class 5 contains 53613 members 
Mstep: Class 6 contains 87572 members 
Mstep: Class 7 contains 79461 members 
Mstep: Class 8 contains 17424 members 
Mstep: Class 9 contains 15952 members 
Mstep: Class 10 contains 18417 members 
Mstep: Class 12 contains 87266 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 35742 members 
Mstep: Class 15 contains 13528 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 22413 members 
Mstep: Class 18 contains 31719 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 49613 members 
Mstep: Class 21 contains 28703 members 
Mstep: Class 22 contains 17459 members 
Mstep: Class 23 contains 75739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83687744.000000 Penalty: 48632.378906
Iteration 2F: 23 clusters Score -8.368774e+07 nChanged 198441
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 58791 members 
Mstep: Class 5 contains 55891 members 
Mstep: Class 6 contains 102540 members 
Mstep: Class 7 contains 92303 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 18094 members 
Mstep: Class 10 contains 13158 members 
Mstep: Class 12 contains 109552 members 
Mstep: Class 13 contains 17498 members 
Mstep: Class 14 contains 33690 members 
Mstep: Class 15 contains 10790 members 
Mstep: Class 16 contains 4477 members 
Mstep: Class 17 contains 16665 members 
Mstep: Class 18 contains 29474 members 
Mstep: Class 19 contains 23324 members 
Mstep: Class 20 contains 42741 members 
Mstep: Class 21 contains 22558 members 
Mstep: Class 22 contains 13084 members 
Mstep: Class 23 contains 84895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2095.547607 but Gain 2210.562500
Score: -83890408.000000 Penalty: 46421.816406
Iteration 3F: 22 clusters Score -8.389041e+07 nChanged 155734
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 6453 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 57774 members 
Mstep: Class 5 contains 53880 members 
Mstep: Class 6 contains 112786 members 
Mstep: Class 7 contains 100630 members 
Mstep: Class 8 contains 18432 members 
Mstep: Class 9 contains 19219 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 12 contains 143072 members 
Mstep: Class 13 contains 14826 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 9579 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 26269 members 
Mstep: Class 19 contains 19306 members 
Mstep: Class 20 contains 32827 members 
Mstep: Class 21 contains 18446 members 
Mstep: Class 22 contains 10295 members 
Mstep: Class 23 contains 89656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84027600.000000 Penalty: 46421.816406
Iteration 4F: 22 clusters Score -8.40276e+07 nChanged 129048
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 61509 members 
Mstep: Class 5 contains 48683 members 
Mstep: Class 6 contains 116887 members 
Mstep: Class 7 contains 104969 members 
Mstep: Class 8 contains 20361 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 12 contains 184089 members 
Mstep: Class 13 contains 12470 members 
Mstep: Class 14 contains 22562 members 
Mstep: Class 15 contains 8667 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 18 contains 21333 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 23302 members 
Mstep: Class 21 contains 16814 members 
Mstep: Class 22 contains 7542 members 
Mstep: Class 23 contains 90978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84134856.000000 Penalty: 46421.816406
Iteration 5F: 22 clusters Score -8.413486e+07 nChanged 114189
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 5057 members 
Mstep: Class 4 contains 66301 members 
Mstep: Class 5 contains 43047 members 
Mstep: Class 6 contains 114020 members 
Mstep: Class 7 contains 106482 members 
Mstep: Class 8 contains 21511 members 
Mstep: Class 9 contains 17344 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 12 contains 229610 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 16895 members 
Mstep: Class 15 contains 8289 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 15584 members 
Mstep: Class 19 contains 11005 members 
Mstep: Class 20 contains 15713 members 
Mstep: Class 21 contains 15878 members 
Mstep: Class 22 contains 4933 members 
Mstep: Class 23 contains 89330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1206.627197 but Gain 2210.562500
Score: -84227672.000000 Penalty: 44211.253906
Iteration 6F: 21 clusters Score -8.422767e+07 nChanged 99697
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 69940 members 
Mstep: Class 5 contains 38173 members 
Mstep: Class 6 contains 104297 members 
Mstep: Class 7 contains 106886 members 
Mstep: Class 8 contains 22191 members 
Mstep: Class 9 contains 16665 members 
Mstep: Class 12 contains 271916 members 
Mstep: Class 13 contains 9535 members 
Mstep: Class 14 contains 13293 members 
Mstep: Class 15 contains 8092 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 10776 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 15015 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 87381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1084.978760 but Gain 2210.562500
Score: -84304016.000000 Penalty: 42000.691406
Iteration 7F: 20 clusters Score -8.430402e+07 nChanged 79906
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 71108 members 
Mstep: Class 5 contains 34172 members 
Mstep: Class 6 contains 91266 members 
Mstep: Class 7 contains 107937 members 
Mstep: Class 8 contains 22718 members 
Mstep: Class 9 contains 16624 members 
Mstep: Class 12 contains 304989 members 
Mstep: Class 13 contains 8527 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 8027 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 85887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1120.896851 but Gain 2210.562500
Score: -84340200.000000 Penalty: 39790.128906
Iteration 8F: 19 clusters Score -8.43402e+07 nChanged 67379
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 4 contains 72146 members 
Mstep: Class 5 contains 31498 members 
Mstep: Class 6 contains 78177 members 
Mstep: Class 7 contains 108980 members 
Mstep: Class 8 contains 23265 members 
Mstep: Class 9 contains 16994 members 
Mstep: Class 12 contains 328299 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 8086 members 
Mstep: Class 18 contains 6238 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 21 contains 13673 members 
Mstep: Class 22 contains 1161 members 
Mstep: Class 23 contains 84803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1207.138062 but Gain 2210.562500
Score: -84330352.000000 Penalty: 37579.566406
Iteration 9F: 18 clusters Score -8.433035e+07 nChanged 51671
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 4 contains 74287 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 71008 members 
Mstep: Class 7 contains 111774 members 
Mstep: Class 8 contains 23787 members 
Mstep: Class 9 contains 17502 members 
Mstep: Class 12 contains 331994 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 8163 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 9182 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 828 members 
Mstep: Class 23 contains 86297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1350.380615 but Gain 2210.562500
Score: -84337344.000000 Penalty: 35369.003906
Iteration 10F: 17 clusters Score -8.433734e+07 nChanged 38625
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 2 contains 2038 members 
Mstep: Class 4 contains 76795 members 
Mstep: Class 5 contains 29853 members 
Mstep: Class 6 contains 68111 members 
Mstep: Class 7 contains 115236 members 
Mstep: Class 8 contains 24339 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 12 contains 326199 members 
Mstep: Class 13 contains 9602 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 18 contains 6975 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 13427 members 
Mstep: Class 23 contains 88477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84357000.000000 Penalty: 35369.003906
Iteration 11Q: 17 clusters Score -8.4357e+07 nChanged 30606
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 4 contains 78429 members 
Mstep: Class 5 contains 29537 members 
Mstep: Class 6 contains 67255 members 
Mstep: Class 7 contains 118991 members 
Mstep: Class 8 contains 24896 members 
Mstep: Class 9 contains 18671 members 
Mstep: Class 12 contains 317969 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 8133 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 18 contains 7799 members 
Mstep: Class 19 contains 10498 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 13360 members 
Mstep: Class 23 contains 90380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84376704.000000 Penalty: 35369.003906
Iteration 12Q: 17 clusters Score -8.43767e+07 nChanged 25902
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 4 contains 79453 members 
Mstep: Class 5 contains 29305 members 
Mstep: Class 6 contains 67640 members 
Mstep: Class 7 contains 122698 members 
Mstep: Class 8 contains 25417 members 
Mstep: Class 9 contains 19145 members 
Mstep: Class 12 contains 309797 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 18 contains 8597 members 
Mstep: Class 19 contains 11123 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 13259 members 
Mstep: Class 23 contains 91751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84397928.000000 Penalty: 35369.003906
Iteration 13Q: 17 clusters Score -8.439793e+07 nChanged 22236
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 4 contains 79766 members 
Mstep: Class 5 contains 29066 members 
Mstep: Class 6 contains 68798 members 
Mstep: Class 7 contains 125896 members 
Mstep: Class 8 contains 25952 members 
Mstep: Class 9 contains 19556 members 
Mstep: Class 12 contains 303294 members 
Mstep: Class 13 contains 11157 members 
Mstep: Class 14 contains 7283 members 
Mstep: Class 15 contains 8031 members 
Mstep: Class 18 contains 9254 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 13117 members 
Mstep: Class 23 contains 92326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84414456.000000 Penalty: 35369.003906
Iteration 14Q: 17 clusters Score -8.441446e+07 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 4 contains 79560 members 
Mstep: Class 5 contains 28885 members 
Mstep: Class 6 contains 70520 members 
Mstep: Class 7 contains 128543 members 
Mstep: Class 8 contains 26507 members 
Mstep: Class 9 contains 19947 members 
Mstep: Class 12 contains 298200 members 
Mstep: Class 13 contains 11295 members 
Mstep: Class 14 contains 6855 members 
Mstep: Class 15 contains 7801 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 12131 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 12964 members 
Mstep: Class 23 contains 92365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426240.000000 Penalty: 35369.003906
Iteration 15Q: 17 clusters Score -8.442624e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 4 contains 79066 members 
Mstep: Class 5 contains 28672 members 
Mstep: Class 6 contains 72317 members 
Mstep: Class 7 contains 131013 members 
Mstep: Class 8 contains 27054 members 
Mstep: Class 9 contains 20243 members 
Mstep: Class 12 contains 294542 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 18 contains 10213 members 
Mstep: Class 19 contains 12437 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 12825 members 
Mstep: Class 23 contains 91868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433216.000000 Penalty: 35369.003906
Iteration 16Q: 17 clusters Score -8.443322e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 4 contains 78473 members 
Mstep: Class 5 contains 28486 members 
Mstep: Class 6 contains 74417 members 
Mstep: Class 7 contains 133426 members 
Mstep: Class 8 contains 27572 members 
Mstep: Class 9 contains 20478 members 
Mstep: Class 12 contains 291295 members 
Mstep: Class 13 contains 11089 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 23 contains 91091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84438816.000000 Penalty: 35369.003906
Iteration 17Q: 17 clusters Score -8.443882e+07 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 4 contains 77776 members 
Mstep: Class 5 contains 28334 members 
Mstep: Class 6 contains 76654 members 
Mstep: Class 7 contains 135861 members 
Mstep: Class 8 contains 28079 members 
Mstep: Class 9 contains 20702 members 
Mstep: Class 12 contains 288328 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 14 contains 5644 members 
Mstep: Class 15 contains 7017 members 
Mstep: Class 18 contains 10836 members 
Mstep: Class 19 contains 12791 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 12564 members 
Mstep: Class 23 contains 90112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443056.000000 Penalty: 35369.003906
Iteration 18Q: 17 clusters Score -8.444306e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 4 contains 77094 members 
Mstep: Class 5 contains 28220 members 
Mstep: Class 6 contains 78843 members 
Mstep: Class 7 contains 138394 members 
Mstep: Class 8 contains 28536 members 
Mstep: Class 9 contains 20926 members 
Mstep: Class 12 contains 285582 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 18 contains 11050 members 
Mstep: Class 19 contains 12896 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 12457 members 
Mstep: Class 23 contains 88995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446056.000000 Penalty: 35369.003906
Iteration 19Q: 17 clusters Score -8.444606e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 4 contains 76442 members 
Mstep: Class 5 contains 28121 members 
Mstep: Class 6 contains 81059 members 
Mstep: Class 7 contains 140898 members 
Mstep: Class 8 contains 28954 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 12 contains 283003 members 
Mstep: Class 13 contains 9956 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 23 contains 87749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451520.000000 Penalty: 35369.003906
Iteration 20F: 17 clusters Score -8.445152e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 4 contains 75885 members 
Mstep: Class 5 contains 28028 members 
Mstep: Class 6 contains 83220 members 
Mstep: Class 7 contains 143268 members 
Mstep: Class 8 contains 29330 members 
Mstep: Class 9 contains 21369 members 
Mstep: Class 12 contains 280606 members 
Mstep: Class 13 contains 9532 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 18 contains 11374 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 12185 members 
Mstep: Class 23 contains 86395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456016.000000 Penalty: 35369.003906
Iteration 21Q: 17 clusters Score -8.445602e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 526 members 
Mstep: Class 4 contains 75401 members 
Mstep: Class 5 contains 27958 members 
Mstep: Class 6 contains 85358 members 
Mstep: Class 7 contains 145457 members 
Mstep: Class 8 contains 29671 members 
Mstep: Class 9 contains 21651 members 
Mstep: Class 12 contains 278464 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 6120 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 13202 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 12053 members 
Mstep: Class 23 contains 84860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84459088.000000 Penalty: 35369.003906
Iteration 22Q: 17 clusters Score -8.445909e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 4 contains 74978 members 
Mstep: Class 5 contains 27904 members 
Mstep: Class 6 contains 87406 members 
Mstep: Class 7 contains 147494 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 9 contains 21888 members 
Mstep: Class 12 contains 276608 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 18 contains 11545 members 
Mstep: Class 19 contains 13294 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 11943 members 
Mstep: Class 23 contains 83223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84461280.000000 Penalty: 35369.003906
Iteration 23Q: 17 clusters Score -8.446128e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 4 contains 74584 members 
Mstep: Class 5 contains 27846 members 
Mstep: Class 6 contains 89453 members 
Mstep: Class 7 contains 149239 members 
Mstep: Class 8 contains 30232 members 
Mstep: Class 9 contains 22112 members 
Mstep: Class 12 contains 275060 members 
Mstep: Class 13 contains 8549 members 
Mstep: Class 14 contains 4109 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 18 contains 11577 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 11847 members 
Mstep: Class 23 contains 81497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462608.000000 Penalty: 35369.003906
Iteration 24Q: 17 clusters Score -8.446261e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 4 contains 74298 members 
Mstep: Class 5 contains 27775 members 
Mstep: Class 6 contains 91547 members 
Mstep: Class 7 contains 150691 members 
Mstep: Class 8 contains 30475 members 
Mstep: Class 9 contains 22336 members 
Mstep: Class 12 contains 273751 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 18 contains 11552 members 
Mstep: Class 19 contains 13402 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 11739 members 
Mstep: Class 23 contains 79699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464536.000000 Penalty: 35369.003906
Iteration 25Q: 17 clusters Score -8.446454e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 4 contains 74084 members 
Mstep: Class 5 contains 27703 members 
Mstep: Class 6 contains 93609 members 
Mstep: Class 7 contains 151903 members 
Mstep: Class 8 contains 30668 members 
Mstep: Class 9 contains 22574 members 
Mstep: Class 12 contains 272646 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 13406 members 
Mstep: Class 20 contains 3249 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 23 contains 77916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464704.000000 Penalty: 35369.003906
Iteration 26Q: 17 clusters Score -8.44647e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 4 contains 74044 members 
Mstep: Class 5 contains 27640 members 
Mstep: Class 6 contains 95657 members 
Mstep: Class 7 contains 152907 members 
Mstep: Class 8 contains 30850 members 
Mstep: Class 9 contains 22793 members 
Mstep: Class 12 contains 271538 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 3609 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 18 contains 11493 members 
Mstep: Class 19 contains 13367 members 
Mstep: Class 20 contains 3321 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 23 contains 76197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465328.000000 Penalty: 35369.003906
Iteration 27Q: 17 clusters Score -8.446533e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 74079 members 
Mstep: Class 5 contains 27593 members 
Mstep: Class 6 contains 97616 members 
Mstep: Class 7 contains 153607 members 
Mstep: Class 8 contains 31060 members 
Mstep: Class 9 contains 23035 members 
Mstep: Class 12 contains 270526 members 
Mstep: Class 13 contains 7849 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 18 contains 11480 members 
Mstep: Class 19 contains 13322 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 11449 members 
Mstep: Class 23 contains 74575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465088.000000 Penalty: 35369.003906
Iteration 28Q: 17 clusters Score -8.446509e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 74232 members 
Mstep: Class 5 contains 27566 members 
Mstep: Class 6 contains 99580 members 
Mstep: Class 7 contains 154188 members 
Mstep: Class 8 contains 31227 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 12 contains 269443 members 
Mstep: Class 13 contains 7726 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 18 contains 11473 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 11372 members 
Mstep: Class 23 contains 73016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465336.000000 Penalty: 35369.003906
Iteration 29Q: 17 clusters Score -8.446534e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 74443 members 
Mstep: Class 5 contains 27501 members 
Mstep: Class 6 contains 101604 members 
Mstep: Class 7 contains 154707 members 
Mstep: Class 8 contains 31389 members 
Mstep: Class 9 contains 23467 members 
Mstep: Class 12 contains 268343 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 5203 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 13219 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 11296 members 
Mstep: Class 23 contains 71471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465536.000000 Penalty: 35369.003906
Iteration 30Q: 17 clusters Score -8.446554e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 74733 members 
Mstep: Class 5 contains 27423 members 
Mstep: Class 6 contains 103616 members 
Mstep: Class 7 contains 155191 members 
Mstep: Class 8 contains 31536 members 
Mstep: Class 9 contains 23681 members 
Mstep: Class 12 contains 267185 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 18 contains 11473 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 11209 members 
Mstep: Class 23 contains 69975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465504.000000 Penalty: 35369.003906
Iteration 31Q: 17 clusters Score -8.44655e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 75018 members 
Mstep: Class 5 contains 27346 members 
Mstep: Class 6 contains 105650 members 
Mstep: Class 7 contains 155534 members 
Mstep: Class 8 contains 31658 members 
Mstep: Class 9 contains 23886 members 
Mstep: Class 12 contains 265987 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 5060 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 3519 members 
Mstep: Class 21 contains 11165 members 
Mstep: Class 23 contains 68621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465944.000000 Penalty: 35369.003906
Iteration 32Q: 17 clusters Score -8.446594e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 75286 members 
Mstep: Class 5 contains 27282 members 
Mstep: Class 6 contains 107792 members 
Mstep: Class 7 contains 155782 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 24067 members 
Mstep: Class 12 contains 264714 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 18 contains 11431 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 11140 members 
Mstep: Class 23 contains 67289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466016.000000 Penalty: 35369.003906
Iteration 33Q: 17 clusters Score -8.446602e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 446 members 
Mstep: Class 4 contains 75561 members 
Mstep: Class 5 contains 27239 members 
Mstep: Class 6 contains 109963 members 
Mstep: Class 7 contains 155993 members 
Mstep: Class 8 contains 31898 members 
Mstep: Class 9 contains 24217 members 
Mstep: Class 12 contains 263328 members 
Mstep: Class 13 contains 7105 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 11106 members 
Mstep: Class 23 contains 66082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465864.000000 Penalty: 35369.003906
Iteration 34Q: 17 clusters Score -8.446586e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 446 members 
Mstep: Class 4 contains 75840 members 
Mstep: Class 5 contains 27228 members 
Mstep: Class 6 contains 112127 members 
Mstep: Class 7 contains 156187 members 
Mstep: Class 8 contains 32006 members 
Mstep: Class 9 contains 24379 members 
Mstep: Class 12 contains 261898 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 2929 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 12955 members 
Mstep: Class 20 contains 3585 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 23 contains 64879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465944.000000 Penalty: 35369.003906
Iteration 35Q: 17 clusters Score -8.446594e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 76126 members 
Mstep: Class 5 contains 27193 members 
Mstep: Class 6 contains 114308 members 
Mstep: Class 7 contains 156418 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 24539 members 
Mstep: Class 12 contains 260422 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 18 contains 11391 members 
Mstep: Class 19 contains 12917 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 10977 members 
Mstep: Class 23 contains 63728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466448.000000 Penalty: 35369.003906
Iteration 36Q: 17 clusters Score -8.446645e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 76466 members 
Mstep: Class 5 contains 27172 members 
Mstep: Class 6 contains 116619 members 
Mstep: Class 7 contains 156606 members 
Mstep: Class 8 contains 32219 members 
Mstep: Class 9 contains 24692 members 
Mstep: Class 12 contains 258860 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 4830 members 
Mstep: Class 18 contains 11352 members 
Mstep: Class 19 contains 12874 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 23 contains 62556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467040.000000 Penalty: 35369.003906
Iteration 37Q: 17 clusters Score -8.446704e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 76751 members 
Mstep: Class 5 contains 27155 members 
Mstep: Class 6 contains 118915 members 
Mstep: Class 7 contains 156817 members 
Mstep: Class 8 contains 32296 members 
Mstep: Class 9 contains 24846 members 
Mstep: Class 12 contains 257316 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 23 contains 61455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467336.000000 Penalty: 35369.003906
Iteration 38Q: 17 clusters Score -8.446734e+07 nChanged 7260
Entering ConstructFrom: 
Score: -84467336.000000 Penalty: 35369.003906
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -36016.472656 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -36016.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35160.441406 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -35160.44 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36042.246094 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -36042.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36494.546875 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -36494.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36784.441406 Penalty: 1984.057739
	Iteration 3F: 3 clusters Score -36784.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36896.550781 Penalty: 1984.057739
	Iteration 4F: 3 clusters Score -36896.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36922.082031 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -36922.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36930.964844 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -36930.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36930.964844 Penalty: 1984.057739
	Iteration 7F: 3 clusters Score -36930.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 25013 members 
Mstep: Class 12 contains 255754 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
Score: -84466384.000000 Penalty: 37579.566406
Splitting cluster 2 changes total score from -84467336.000000 to -84466384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (77008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Entering Unmasked Estep 
Score: -8158088.500000 Penalty: 1828.395386
	Iteration 0F: 2 clusters Score -8158088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8106586.000000 Penalty: 3656.790771
	Iteration 0F: 3 clusters Score -8106586 nChanged 36711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8127910.500000 Penalty: 3656.790771
	Iteration 1F: 3 clusters Score -8127910 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -8128800.500000 Penalty: 3656.790771
	Iteration 2Q: 3 clusters Score -8128800 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -8130069.500000 Penalty: 3656.790771
	Iteration 3Q: 3 clusters Score -8130070 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8132116.000000 Penalty: 3656.790771
	Iteration 4Q: 3 clusters Score -8132116 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8135415.500000 Penalty: 3656.790771
	Iteration 5F: 3 clusters Score -8135416 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -8140022.000000 Penalty: 3656.790771
	Iteration 6F: 3 clusters Score -8140022 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -8144679.000000 Penalty: 3656.790771
	Iteration 7F: 3 clusters Score -8144679 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8148562.500000 Penalty: 3656.790771
	Iteration 8F: 3 clusters Score -8148562 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -8151308.000000 Penalty: 3656.790771
	Iteration 9Q: 3 clusters Score -8151308 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -8153223.000000 Penalty: 3656.790771
	Iteration 10Q: 3 clusters Score -8153223 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8154420.000000 Penalty: 3656.790771
	Iteration 11Q: 3 clusters Score -8154420 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8155168.000000 Penalty: 3656.790771
	Iteration 12Q: 3 clusters Score -8155168 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8155681.500000 Penalty: 3656.790771
	Iteration 13Q: 3 clusters Score -8155682 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8155943.000000 Penalty: 3656.790771
	Iteration 14Q: 3 clusters Score -8155943 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8156133.000000 Penalty: 3656.790771
	Iteration 15Q: 3 clusters Score -8156133 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8156252.000000 Penalty: 3656.790771
	Iteration 16Q: 3 clusters Score -8156252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8156341.000000 Penalty: 3656.790771
	Iteration 17Q: 3 clusters Score -8156341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8156417.500000 Penalty: 3656.790771
	Iteration 18Q: 3 clusters Score -8156418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8156458.000000 Penalty: 3656.790771
	Iteration 19Q: 3 clusters Score -8156458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8156491.500000 Penalty: 3656.790771
	Iteration 20F: 3 clusters Score -8156492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8156515.000000 Penalty: 3656.790771
	Iteration 21Q: 3 clusters Score -8156515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8156535.000000 Penalty: 3656.790771
	Iteration 22Q: 3 clusters Score -8156535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8156549.000000 Penalty: 3656.790771
	Iteration 23Q: 3 clusters Score -8156549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8156557.500000 Penalty: 3656.790771
	Iteration 24Q: 3 clusters Score -8156558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8156566.500000 Penalty: 3656.790771
	Iteration 25Q: 3 clusters Score -8156566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8156573.000000 Penalty: 3656.790771
	Iteration 26Q: 3 clusters Score -8156573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8156569.500000 Penalty: 3656.790771
	Iteration 27Q: 3 clusters Score -8156570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8156579.000000 Penalty: 3656.790771
	Iteration 28Q: 3 clusters Score -8156579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8156589.000000 Penalty: 3656.790771
	Iteration 29Q: 3 clusters Score -8156589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8156589.000000 Penalty: 3656.790771
	Iteration 30Q: 3 clusters Score -8156589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8156588.000000 Penalty: 3656.790771
	Iteration 31Q: 3 clusters Score -8156588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8156585.500000 Penalty: 3656.790771
	Iteration 32Q: 3 clusters Score -8156586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8156589.000000 Penalty: 3656.790771
	Iteration 33Q: 3 clusters Score -8156589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156587.000000 Penalty: 3656.790771
	Iteration 34Q: 3 clusters Score -8156587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8156589.000000 Penalty: 3656.790771
	Iteration 35Q: 3 clusters Score -8156589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156591.000000 Penalty: 3656.790771
	Iteration 36Q: 3 clusters Score -8156591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8156585.500000 Penalty: 3656.790771
	Iteration 37Q: 3 clusters Score -8156586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156589.000000 Penalty: 3656.790771
	Iteration 38Q: 3 clusters Score -8156589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156590.000000 Penalty: 3656.790771
	Iteration 39Q: 3 clusters Score -8156590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8156587.500000 Penalty: 3656.790771
	Iteration 40F: 3 clusters Score -8156588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8156593.000000 Penalty: 3656.790771
	Iteration 41Q: 3 clusters Score -8156593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8156596.500000 Penalty: 3656.790771
	Iteration 42Q: 3 clusters Score -8156596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156592.000000 Penalty: 3656.790771
	Iteration 43Q: 3 clusters Score -8156592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8156592.000000 Penalty: 3656.790771
	Iteration 44F: 3 clusters Score -8156592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Entering Unmasked Estep 
Score: -2795438.250000 Penalty: 1658.900146
	Iteration 0F: 2 clusters Score -2795438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2776909.000000 Penalty: 3317.800293
	Iteration 0F: 3 clusters Score -2776909 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2783917.750000 Penalty: 3317.800293
	Iteration 1F: 3 clusters Score -2783918 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2784429.000000 Penalty: 3317.800293
	Iteration 2F: 3 clusters Score -2784429 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2785030.500000 Penalty: 3317.800293
	Iteration 3F: 3 clusters Score -2785030 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2785807.250000 Penalty: 3317.800293
	Iteration 4F: 3 clusters Score -2785807 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2786692.250000 Penalty: 3317.800293
	Iteration 5F: 3 clusters Score -2786692 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2787675.750000 Penalty: 3317.800293
	Iteration 6F: 3 clusters Score -2787676 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2788767.750000 Penalty: 3317.800293
	Iteration 7F: 3 clusters Score -2788768 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2789925.750000 Penalty: 3317.800293
	Iteration 8F: 3 clusters Score -2789926 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2790991.500000 Penalty: 3317.800293
	Iteration 9F: 3 clusters Score -2790992 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2791943.500000 Penalty: 3317.800293
	Iteration 10F: 3 clusters Score -2791944 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2792651.750000 Penalty: 3317.800293
	Iteration 11Q: 3 clusters Score -2792652 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2793212.500000 Penalty: 3317.800293
	Iteration 12Q: 3 clusters Score -2793212 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2793611.750000 Penalty: 3317.800293
	Iteration 13Q: 3 clusters Score -2793612 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2793862.000000 Penalty: 3317.800293
	Iteration 14Q: 3 clusters Score -2793862 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2794070.750000 Penalty: 3317.800293
	Iteration 15Q: 3 clusters Score -2794071 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -2794203.750000 Penalty: 3317.800293
	Iteration 16Q: 3 clusters Score -2794204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2794308.500000 Penalty: 3317.800293
	Iteration 17Q: 3 clusters Score -2794308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2794383.750000 Penalty: 3317.800293
	Iteration 18Q: 3 clusters Score -2794384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2794426.750000 Penalty: 3317.800293
	Iteration 19Q: 3 clusters Score -2794427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2794459.500000 Penalty: 3317.800293
	Iteration 20F: 3 clusters Score -2794460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2794486.250000 Penalty: 3317.800293
	Iteration 21Q: 3 clusters Score -2794486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2794514.500000 Penalty: 3317.800293
	Iteration 22Q: 3 clusters Score -2794514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2794527.250000 Penalty: 3317.800293
	Iteration 23Q: 3 clusters Score -2794527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2794544.750000 Penalty: 3317.800293
	Iteration 24Q: 3 clusters Score -2794545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2794558.500000 Penalty: 3317.800293
	Iteration 25Q: 3 clusters Score -2794558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2794569.500000 Penalty: 3317.800293
	Iteration 26Q: 3 clusters Score -2794570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2794582.500000 Penalty: 3317.800293
	Iteration 27Q: 3 clusters Score -2794582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -2794592.500000 Penalty: 3317.800293
	Iteration 28Q: 3 clusters Score -2794592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -2794602.500000 Penalty: 3317.800293
	Iteration 29Q: 3 clusters Score -2794602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2794610.000000 Penalty: 3317.800293
	Iteration 30Q: 3 clusters Score -2794610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -2794623.500000 Penalty: 3317.800293
	Iteration 31Q: 3 clusters Score -2794624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2794628.750000 Penalty: 3317.800293
	Iteration 32Q: 3 clusters Score -2794629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2794633.250000 Penalty: 3317.800293
	Iteration 33Q: 3 clusters Score -2794633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -2794641.500000 Penalty: 3317.800293
	Iteration 34Q: 3 clusters Score -2794642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2794641.500000 Penalty: 3317.800293
	Iteration 35Q: 3 clusters Score -2794642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2794640.500000 Penalty: 3317.800293
	Iteration 36Q: 3 clusters Score -2794640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2794642.750000 Penalty: 3317.800293
	Iteration 37Q: 3 clusters Score -2794643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2794646.500000 Penalty: 3317.800293
	Iteration 38Q: 3 clusters Score -2794646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2794643.000000 Penalty: 3317.800293
	Iteration 39Q: 3 clusters Score -2794643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2794642.250000 Penalty: 3317.800293
	Iteration 40F: 3 clusters Score -2794642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (121244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Entering Unmasked Estep 
Score: -13097818.000000 Penalty: 1902.153564
	Iteration 0F: 2 clusters Score -1.309782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -13018107.000000 Penalty: 3804.307129
	Iteration 0F: 3 clusters Score -1.301811e+07 nChanged 58176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -13051601.000000 Penalty: 3804.307129
	Iteration 1F: 3 clusters Score -1.30516e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -13052153.000000 Penalty: 3804.307129
	Iteration 2Q: 3 clusters Score -1.305215e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -13052619.000000 Penalty: 3804.307129
	Iteration 3Q: 3 clusters Score -1.305262e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -13053237.000000 Penalty: 3804.307129
	Iteration 4Q: 3 clusters Score -1.305324e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -13053974.000000 Penalty: 3804.307129
	Iteration 5Q: 3 clusters Score -1.305397e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -13054941.000000 Penalty: 3804.307129
	Iteration 6Q: 3 clusters Score -1.305494e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -13056240.000000 Penalty: 3804.307129
	Iteration 7Q: 3 clusters Score -1.305624e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -13058760.000000 Penalty: 3804.307129
	Iteration 8Q: 3 clusters Score -1.305876e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -13063234.000000 Penalty: 3804.307129
	Iteration 9F: 3 clusters Score -1.306323e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -13069777.000000 Penalty: 3804.307129
	Iteration 10F: 3 clusters Score -1.306978e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -13075704.000000 Penalty: 3804.307129
	Iteration 11F: 3 clusters Score -1.30757e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -13078681.000000 Penalty: 3804.307129
	Iteration 12F: 3 clusters Score -1.307868e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13079649.000000 Penalty: 3804.307129
	Iteration 13Q: 3 clusters Score -1.307965e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -13080060.000000 Penalty: 3804.307129
	Iteration 14Q: 3 clusters Score -1.308006e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -13080475.000000 Penalty: 3804.307129
	Iteration 15Q: 3 clusters Score -1.308048e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -13080878.000000 Penalty: 3804.307129
	Iteration 16Q: 3 clusters Score -1.308088e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -13081363.000000 Penalty: 3804.307129
	Iteration 17Q: 3 clusters Score -1.308136e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -13081728.000000 Penalty: 3804.307129
	Iteration 18Q: 3 clusters Score -1.308173e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -13082180.000000 Penalty: 3804.307129
	Iteration 19Q: 3 clusters Score -1.308218e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -13082623.000000 Penalty: 3804.307129
	Iteration 20F: 3 clusters Score -1.308262e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -13083025.000000 Penalty: 3804.307129
	Iteration 21Q: 3 clusters Score -1.308302e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -13083479.000000 Penalty: 3804.307129
	Iteration 22Q: 3 clusters Score -1.308348e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -13083861.000000 Penalty: 3804.307129
	Iteration 23Q: 3 clusters Score -1.308386e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -13084262.000000 Penalty: 3804.307129
	Iteration 24Q: 3 clusters Score -1.308426e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -13084636.000000 Penalty: 3804.307129
	Iteration 25Q: 3 clusters Score -1.308464e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -13085101.000000 Penalty: 3804.307129
	Iteration 26Q: 3 clusters Score -1.30851e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -13085532.000000 Penalty: 3804.307129
	Iteration 27Q: 3 clusters Score -1.308553e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -13086134.000000 Penalty: 3804.307129
	Iteration 28Q: 3 clusters Score -1.308613e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -13086891.000000 Penalty: 3804.307129
	Iteration 29Q: 3 clusters Score -1.308689e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -13087468.000000 Penalty: 3804.307129
	Iteration 30Q: 3 clusters Score -1.308747e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -13088133.000000 Penalty: 3804.307129
	Iteration 31Q: 3 clusters Score -1.308813e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108378 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -13089054.000000 Penalty: 3804.307129
	Iteration 32Q: 3 clusters Score -1.308905e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -13089989.000000 Penalty: 3804.307129
	Iteration 33Q: 3 clusters Score -1.308999e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -13090875.000000 Penalty: 3804.307129
	Iteration 34Q: 3 clusters Score -1.309088e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -13091655.000000 Penalty: 3804.307129
	Iteration 35Q: 3 clusters Score -1.309166e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -13092467.000000 Penalty: 3804.307129
	Iteration 36Q: 3 clusters Score -1.309247e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -13093104.000000 Penalty: 3804.307129
	Iteration 37Q: 3 clusters Score -1.30931e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -13093724.000000 Penalty: 3804.307129
	Iteration 38Q: 3 clusters Score -1.309372e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -13094211.000000 Penalty: 3804.307129
	Iteration 39Q: 3 clusters Score -1.309421e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13094661.000000 Penalty: 3804.307129
	Iteration 40F: 3 clusters Score -1.309466e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13095012.000000 Penalty: 3804.307129
	Iteration 41Q: 3 clusters Score -1.309501e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13095255.000000 Penalty: 3804.307129
	Iteration 42Q: 3 clusters Score -1.309526e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119682 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13095418.000000 Penalty: 3804.307129
	Iteration 43Q: 3 clusters Score -1.309542e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -13095562.000000 Penalty: 3804.307129
	Iteration 44Q: 3 clusters Score -1.309556e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13095686.000000 Penalty: 3804.307129
	Iteration 45Q: 3 clusters Score -1.309569e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120218 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -13095800.000000 Penalty: 3804.307129
	Iteration 46Q: 3 clusters Score -1.30958e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13095872.000000 Penalty: 3804.307129
	Iteration 47Q: 3 clusters Score -1.309587e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -13095910.000000 Penalty: 3804.307129
	Iteration 48Q: 3 clusters Score -1.309591e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13095967.000000 Penalty: 3804.307129
	Iteration 49Q: 3 clusters Score -1.309597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13095997.000000 Penalty: 3804.307129
	Iteration 50Q: 3 clusters Score -1.3096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13096003.000000 Penalty: 3804.307129
	Iteration 51Q: 3 clusters Score -1.3096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13096023.000000 Penalty: 3804.307129
	Iteration 52Q: 3 clusters Score -1.309602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13096048.000000 Penalty: 3804.307129
	Iteration 53Q: 3 clusters Score -1.309605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13096059.000000 Penalty: 3804.307129
	Iteration 54Q: 3 clusters Score -1.309606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13096084.000000 Penalty: 3804.307129
	Iteration 55Q: 3 clusters Score -1.309608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13096091.000000 Penalty: 3804.307129
	Iteration 56Q: 3 clusters Score -1.309609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13096107.000000 Penalty: 3804.307129
	Iteration 57Q: 3 clusters Score -1.309611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13096117.000000 Penalty: 3804.307129
	Iteration 58Q: 3 clusters Score -1.309612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13096133.000000 Penalty: 3804.307129
	Iteration 59Q: 3 clusters Score -1.309613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120710 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13096126.000000 Penalty: 3804.307129
	Iteration 60F: 3 clusters Score -1.309613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13096122.000000 Penalty: 3804.307129
	Iteration 61Q: 3 clusters Score -1.309612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13096119.000000 Penalty: 3804.307129
	Iteration 62Q: 3 clusters Score -1.309612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13096125.000000 Penalty: 3804.307129
	Iteration 63Q: 3 clusters Score -1.309612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13096120.000000 Penalty: 3804.307129
	Iteration 64Q: 3 clusters Score -1.309612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13096120.000000 Penalty: 3804.307129
	Iteration 65F: 3 clusters Score -1.309612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Entering Unmasked Estep 
Score: -16780638.000000 Penalty: 1944.186401
	Iteration 0F: 2 clusters Score -1.678064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -16677903.000000 Penalty: 3888.372803
	Iteration 0F: 3 clusters Score -1.66779e+07 nChanged 75708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -16725351.000000 Penalty: 3888.372803
	Iteration 1F: 3 clusters Score -1.672535e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -16728877.000000 Penalty: 3888.372803
	Iteration 2Q: 3 clusters Score -1.672888e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 82888 members 
Entering Unmasked Estep 
Score: -16733948.000000 Penalty: 3888.372803
	Iteration 3F: 3 clusters Score -1.673395e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -16740344.000000 Penalty: 3888.372803
	Iteration 4F: 3 clusters Score -1.674034e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -16747913.000000 Penalty: 3888.372803
	Iteration 5F: 3 clusters Score -1.674791e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -16754765.000000 Penalty: 3888.372803
	Iteration 6F: 3 clusters Score -1.675476e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -16759259.000000 Penalty: 3888.372803
	Iteration 7F: 3 clusters Score -1.675926e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -16761191.000000 Penalty: 3888.372803
	Iteration 8Q: 3 clusters Score -1.676119e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -16762089.000000 Penalty: 3888.372803
	Iteration 9Q: 3 clusters Score -1.676209e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -16762638.000000 Penalty: 3888.372803
	Iteration 10Q: 3 clusters Score -1.676264e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -16763040.000000 Penalty: 3888.372803
	Iteration 11Q: 3 clusters Score -1.676304e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -16763276.000000 Penalty: 3888.372803
	Iteration 12Q: 3 clusters Score -1.676328e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -16763588.000000 Penalty: 3888.372803
	Iteration 13Q: 3 clusters Score -1.676359e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -16763904.000000 Penalty: 3888.372803
	Iteration 14Q: 3 clusters Score -1.67639e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 100387 members 
Entering Unmasked Estep 
Score: -16764196.000000 Penalty: 3888.372803
	Iteration 15Q: 3 clusters Score -1.67642e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -16764604.000000 Penalty: 3888.372803
	Iteration 16Q: 3 clusters Score -1.67646e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -16764903.000000 Penalty: 3888.372803
	Iteration 17Q: 3 clusters Score -1.67649e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -16765299.000000 Penalty: 3888.372803
	Iteration 18Q: 3 clusters Score -1.67653e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -16765744.000000 Penalty: 3888.372803
	Iteration 19Q: 3 clusters Score -1.676574e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -16766161.000000 Penalty: 3888.372803
	Iteration 20F: 3 clusters Score -1.676616e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -16766607.000000 Penalty: 3888.372803
	Iteration 21Q: 3 clusters Score -1.676661e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -16766958.000000 Penalty: 3888.372803
	Iteration 22Q: 3 clusters Score -1.676696e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -16767520.000000 Penalty: 3888.372803
	Iteration 23Q: 3 clusters Score -1.676752e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -16767983.000000 Penalty: 3888.372803
	Iteration 24Q: 3 clusters Score -1.676798e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -16768635.000000 Penalty: 3888.372803
	Iteration 25Q: 3 clusters Score -1.676864e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -16769344.000000 Penalty: 3888.372803
	Iteration 26Q: 3 clusters Score -1.676934e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -16769981.000000 Penalty: 3888.372803
	Iteration 27Q: 3 clusters Score -1.676998e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -16770777.000000 Penalty: 3888.372803
	Iteration 28Q: 3 clusters Score -1.677078e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -16771557.000000 Penalty: 3888.372803
	Iteration 29Q: 3 clusters Score -1.677156e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 131166 members 
Entering Unmasked Estep 
Score: -16772432.000000 Penalty: 3888.372803
	Iteration 30Q: 3 clusters Score -1.677243e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -16773232.000000 Penalty: 3888.372803
	Iteration 31Q: 3 clusters Score -1.677323e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -16774024.000000 Penalty: 3888.372803
	Iteration 32Q: 3 clusters Score -1.677402e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 137978 members 
Entering Unmasked Estep 
Score: -16774942.000000 Penalty: 3888.372803
	Iteration 33Q: 3 clusters Score -1.677494e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -16775627.000000 Penalty: 3888.372803
	Iteration 34Q: 3 clusters Score -1.677563e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -16776308.000000 Penalty: 3888.372803
	Iteration 35Q: 3 clusters Score -1.677631e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -16776921.000000 Penalty: 3888.372803
	Iteration 36Q: 3 clusters Score -1.677692e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
Score: -16777476.000000 Penalty: 3888.372803
	Iteration 37Q: 3 clusters Score -1.677748e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 146395 members 
Entering Unmasked Estep 
Score: -16777860.000000 Penalty: 3888.372803
	Iteration 38Q: 3 clusters Score -1.677786e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -16778270.000000 Penalty: 3888.372803
	Iteration 39Q: 3 clusters Score -1.677827e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -16778572.000000 Penalty: 3888.372803
	Iteration 40F: 3 clusters Score -1.677857e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -16778728.000000 Penalty: 3888.372803
	Iteration 41Q: 3 clusters Score -1.677873e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 150266 members 
Entering Unmasked Estep 
Score: -16778904.000000 Penalty: 3888.372803
	Iteration 42Q: 3 clusters Score -1.67789e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -16779050.000000 Penalty: 3888.372803
	Iteration 43Q: 3 clusters Score -1.677905e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -16779140.000000 Penalty: 3888.372803
	Iteration 44Q: 3 clusters Score -1.677914e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -16779216.000000 Penalty: 3888.372803
	Iteration 45Q: 3 clusters Score -1.677922e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -16779290.000000 Penalty: 3888.372803
	Iteration 46Q: 3 clusters Score -1.677929e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
Score: -16779390.000000 Penalty: 3888.372803
	Iteration 47Q: 3 clusters Score -1.677939e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -16779428.000000 Penalty: 3888.372803
	Iteration 48Q: 3 clusters Score -1.677943e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -16779468.000000 Penalty: 3888.372803
	Iteration 49Q: 3 clusters Score -1.677947e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -16779490.000000 Penalty: 3888.372803
	Iteration 50Q: 3 clusters Score -1.677949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -16779508.000000 Penalty: 3888.372803
	Iteration 51Q: 3 clusters Score -1.677951e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -16779548.000000 Penalty: 3888.372803
	Iteration 52Q: 3 clusters Score -1.677955e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -16779516.000000 Penalty: 3888.372803
	Iteration 53Q: 3 clusters Score -1.677952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 153634 members 
Entering Unmasked Estep 
Score: -16779540.000000 Penalty: 3888.372803
	Iteration 54Q: 3 clusters Score -1.677954e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -16779570.000000 Penalty: 3888.372803
	Iteration 55Q: 3 clusters Score -1.677957e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -16779552.000000 Penalty: 3888.372803
	Iteration 56Q: 3 clusters Score -1.677955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -16779532.000000 Penalty: 3888.372803
	Iteration 57Q: 3 clusters Score -1.677953e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -16779528.000000 Penalty: 3888.372803
	Iteration 58Q: 3 clusters Score -1.677953e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -16779556.000000 Penalty: 3888.372803
	Iteration 59Q: 3 clusters Score -1.677956e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -16779582.000000 Penalty: 3888.372803
	Iteration 60F: 3 clusters Score -1.677958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -16779604.000000 Penalty: 3888.372803
	Iteration 61Q: 3 clusters Score -1.67796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -16779632.000000 Penalty: 3888.372803
	Iteration 62Q: 3 clusters Score -1.677963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -16779612.000000 Penalty: 3888.372803
	Iteration 63Q: 3 clusters Score -1.677961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -16779634.000000 Penalty: 3888.372803
	Iteration 64Q: 3 clusters Score -1.677963e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -16779632.000000 Penalty: 3888.372803
	Iteration 65Q: 3 clusters Score -1.677963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -16779662.000000 Penalty: 3888.372803
	Iteration 66Q: 3 clusters Score -1.677966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -16779668.000000 Penalty: 3888.372803
	Iteration 67Q: 3 clusters Score -1.677967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -16779666.000000 Penalty: 3888.372803
	Iteration 68Q: 3 clusters Score -1.677967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -16779668.000000 Penalty: 3888.372803
	Iteration 69Q: 3 clusters Score -1.677967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -16779646.000000 Penalty: 3888.372803
	Iteration 70Q: 3 clusters Score -1.677965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -16779654.000000 Penalty: 3888.372803
	Iteration 71Q: 3 clusters Score -1.677965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -16779660.000000 Penalty: 3888.372803
	Iteration 72Q: 3 clusters Score -1.677966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -16779682.000000 Penalty: 3888.372803
	Iteration 73Q: 3 clusters Score -1.677968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -16779674.000000 Penalty: 3888.372803
	Iteration 74Q: 3 clusters Score -1.677967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 154546 members 
Entering Unmasked Estep 
Score: -16779686.000000 Penalty: 3888.372803
	Iteration 75Q: 3 clusters Score -1.677969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 154555 members 
Entering Unmasked Estep 
Score: -16779684.000000 Penalty: 3888.372803
	Iteration 76Q: 3 clusters Score -1.677968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -16779684.000000 Penalty: 3888.372803
	Iteration 77Q: 3 clusters Score -1.677968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -16779664.000000 Penalty: 3888.372803
	Iteration 78Q: 3 clusters Score -1.677966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 154580 members 
Entering Unmasked Estep 
Score: -16779668.000000 Penalty: 3888.372803
	Iteration 79Q: 3 clusters Score -1.677967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 154584 members 
Entering Unmasked Estep 
Score: -16779680.000000 Penalty: 3888.372803
	Iteration 80F: 3 clusters Score -1.677968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -16779668.000000 Penalty: 3888.372803
	Iteration 81Q: 3 clusters Score -1.677967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 154587 members 
Entering Unmasked Estep 
Score: -16779668.000000 Penalty: 3888.372803
	Iteration 82F: 3 clusters Score -1.677967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Entering Unmasked Estep 
Score: -3377481.000000 Penalty: 1687.555420
	Iteration 0F: 2 clusters Score -3377481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3355947.500000 Penalty: 3375.110840
	Iteration 0F: 3 clusters Score -3355948 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3364401.250000 Penalty: 3375.110840
	Iteration 1F: 3 clusters Score -3364401 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3365214.000000 Penalty: 3375.110840
	Iteration 2F: 3 clusters Score -3365214 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3366364.250000 Penalty: 3375.110840
	Iteration 3F: 3 clusters Score -3366364 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3368097.000000 Penalty: 3375.110840
	Iteration 4F: 3 clusters Score -3368097 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3370318.250000 Penalty: 3375.110840
	Iteration 5F: 3 clusters Score -3370318 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3372565.250000 Penalty: 3375.110840
	Iteration 6F: 3 clusters Score -3372565 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3374253.000000 Penalty: 3375.110840
	Iteration 7F: 3 clusters Score -3374253 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3375338.750000 Penalty: 3375.110840
	Iteration 8Q: 3 clusters Score -3375339 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3376006.500000 Penalty: 3375.110840
	Iteration 9Q: 3 clusters Score -3376006 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3376477.750000 Penalty: 3375.110840
	Iteration 10Q: 3 clusters Score -3376478 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3376785.750000 Penalty: 3375.110840
	Iteration 11Q: 3 clusters Score -3376786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3377020.000000 Penalty: 3375.110840
	Iteration 12Q: 3 clusters Score -3377020 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3377179.000000 Penalty: 3375.110840
	Iteration 13Q: 3 clusters Score -3377179 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3377316.000000 Penalty: 3375.110840
	Iteration 14Q: 3 clusters Score -3377316 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3377407.750000 Penalty: 3375.110840
	Iteration 15Q: 3 clusters Score -3377408 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3377479.000000 Penalty: 3375.110840
	Iteration 16Q: 3 clusters Score -3377479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3377521.500000 Penalty: 3375.110840
	Iteration 17Q: 3 clusters Score -3377522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3377539.750000 Penalty: 3375.110840
	Iteration 18Q: 3 clusters Score -3377540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3377554.000000 Penalty: 3375.110840
	Iteration 19Q: 3 clusters Score -3377554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3377627.250000 Penalty: 3375.110840
	Iteration 20F: 3 clusters Score -3377627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3377650.750000 Penalty: 3375.110840
	Iteration 21Q: 3 clusters Score -3377651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3377666.000000 Penalty: 3375.110840
	Iteration 22Q: 3 clusters Score -3377666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3377671.500000 Penalty: 3375.110840
	Iteration 23Q: 3 clusters Score -3377672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3377667.500000 Penalty: 3375.110840
	Iteration 24Q: 3 clusters Score -3377668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3377672.750000 Penalty: 3375.110840
	Iteration 25Q: 3 clusters Score -3377673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3377671.750000 Penalty: 3375.110840
	Iteration 26Q: 3 clusters Score -3377672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3377676.750000 Penalty: 3375.110840
	Iteration 27Q: 3 clusters Score -3377677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3377677.500000 Penalty: 3375.110840
	Iteration 28Q: 3 clusters Score -3377678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3377675.750000 Penalty: 3375.110840
	Iteration 29Q: 3 clusters Score -3377676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3377681.750000 Penalty: 3375.110840
	Iteration 30Q: 3 clusters Score -3377682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3377689.000000 Penalty: 3375.110840
	Iteration 31Q: 3 clusters Score -3377689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3377685.250000 Penalty: 3375.110840
	Iteration 32Q: 3 clusters Score -3377685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3377688.250000 Penalty: 3375.110840
	Iteration 33Q: 3 clusters Score -3377688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3377689.000000 Penalty: 3375.110840
	Iteration 34Q: 3 clusters Score -3377689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3377689.000000 Penalty: 3375.110840
	Iteration 35F: 3 clusters Score -3377689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 31010 members 
Mstep: Class 9 contains 25013 members 
Mstep: Class 12 contains 255754 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
Score: -84465992.000000 Penalty: 37579.566406
Splitting cluster 8 changes total score from -84467336.000000 to -84465992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (25013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Entering Unmasked Estep 
Score: -2563718.250000 Penalty: 1645.661987
	Iteration 0F: 2 clusters Score -2563718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2546833.500000 Penalty: 3291.323975
	Iteration 0F: 3 clusters Score -2546834 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2553560.000000 Penalty: 3291.323975
	Iteration 1F: 3 clusters Score -2553560 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2555129.250000 Penalty: 3291.323975
	Iteration 2F: 3 clusters Score -2555129 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2557828.500000 Penalty: 3291.323975
	Iteration 3F: 3 clusters Score -2557828 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2561026.500000 Penalty: 3291.323975
	Iteration 4F: 3 clusters Score -2561026 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2563385.500000 Penalty: 3291.323975
	Iteration 5F: 3 clusters Score -2563386 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2564498.750000 Penalty: 3291.323975
	Iteration 6F: 3 clusters Score -2564499 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2564787.000000 Penalty: 3291.323975
	Iteration 7Q: 3 clusters Score -2564787 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2564858.750000 Penalty: 3291.323975
	Iteration 8Q: 3 clusters Score -2564859 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2564889.000000 Penalty: 3291.323975
	Iteration 9Q: 3 clusters Score -2564889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2564922.500000 Penalty: 3291.323975
	Iteration 10Q: 3 clusters Score -2564922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2564953.250000 Penalty: 3291.323975
	Iteration 11Q: 3 clusters Score -2564953 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2564957.500000 Penalty: 3291.323975
	Iteration 12Q: 3 clusters Score -2564958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2564967.250000 Penalty: 3291.323975
	Iteration 13Q: 3 clusters Score -2564967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2564967.250000 Penalty: 3291.323975
	Iteration 14Q: 3 clusters Score -2564967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2564971.750000 Penalty: 3291.323975
	Iteration 15Q: 3 clusters Score -2564972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2564973.250000 Penalty: 3291.323975
	Iteration 16Q: 3 clusters Score -2564973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2564971.000000 Penalty: 3291.323975
	Iteration 17Q: 3 clusters Score -2564971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2564971.000000 Penalty: 3291.323975
	Iteration 18Q: 3 clusters Score -2564971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2564976.000000 Penalty: 3291.323975
	Iteration 19Q: 3 clusters Score -2564976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2564974.000000 Penalty: 3291.323975
	Iteration 20F: 3 clusters Score -2564974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2564979.250000 Penalty: 3291.323975
	Iteration 21Q: 3 clusters Score -2564979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2564982.500000 Penalty: 3291.323975
	Iteration 22Q: 3 clusters Score -2564982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2564986.250000 Penalty: 3291.323975
	Iteration 23Q: 3 clusters Score -2564986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2564985.000000 Penalty: 3291.323975
	Iteration 24Q: 3 clusters Score -2564985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2564987.500000 Penalty: 3291.323975
	Iteration 25Q: 3 clusters Score -2564988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2564999.750000 Penalty: 3291.323975
	Iteration 26Q: 3 clusters Score -2565000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2564998.750000 Penalty: 3291.323975
	Iteration 27Q: 3 clusters Score -2564999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2565001.500000 Penalty: 3291.323975
	Iteration 28Q: 3 clusters Score -2565002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2565013.250000 Penalty: 3291.323975
	Iteration 29Q: 3 clusters Score -2565013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2565013.500000 Penalty: 3291.323975
	Iteration 30Q: 3 clusters Score -2565014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2565019.750000 Penalty: 3291.323975
	Iteration 31Q: 3 clusters Score -2565020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2565024.250000 Penalty: 3291.323975
	Iteration 32Q: 3 clusters Score -2565024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2565023.500000 Penalty: 3291.323975
	Iteration 33Q: 3 clusters Score -2565024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2565035.750000 Penalty: 3291.323975
	Iteration 34Q: 3 clusters Score -2565036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2565038.750000 Penalty: 3291.323975
	Iteration 35Q: 3 clusters Score -2565039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2565037.000000 Penalty: 3291.323975
	Iteration 36Q: 3 clusters Score -2565037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2565043.000000 Penalty: 3291.323975
	Iteration 37Q: 3 clusters Score -2565043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2565052.000000 Penalty: 3291.323975
	Iteration 38Q: 3 clusters Score -2565052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2565044.750000 Penalty: 3291.323975
	Iteration 39Q: 3 clusters Score -2565045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2565056.500000 Penalty: 3291.323975
	Iteration 40F: 3 clusters Score -2565056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2565068.750000 Penalty: 3291.323975
	Iteration 41Q: 3 clusters Score -2565069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2565079.000000 Penalty: 3291.323975
	Iteration 42Q: 3 clusters Score -2565079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2565091.000000 Penalty: 3291.323975
	Iteration 43Q: 3 clusters Score -2565091 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2565110.750000 Penalty: 3291.323975
	Iteration 44Q: 3 clusters Score -2565111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2565129.750000 Penalty: 3291.323975
	Iteration 45Q: 3 clusters Score -2565130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2565141.750000 Penalty: 3291.323975
	Iteration 46Q: 3 clusters Score -2565142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2565153.750000 Penalty: 3291.323975
	Iteration 47Q: 3 clusters Score -2565154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2565166.500000 Penalty: 3291.323975
	Iteration 48Q: 3 clusters Score -2565166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2565180.000000 Penalty: 3291.323975
	Iteration 49Q: 3 clusters Score -2565180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2565193.000000 Penalty: 3291.323975
	Iteration 50Q: 3 clusters Score -2565193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2565205.750000 Penalty: 3291.323975
	Iteration 51Q: 3 clusters Score -2565206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2565219.250000 Penalty: 3291.323975
	Iteration 52Q: 3 clusters Score -2565219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2565235.250000 Penalty: 3291.323975
	Iteration 53Q: 3 clusters Score -2565235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2565240.500000 Penalty: 3291.323975
	Iteration 54Q: 3 clusters Score -2565240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2565243.500000 Penalty: 3291.323975
	Iteration 55Q: 3 clusters Score -2565244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2565253.750000 Penalty: 3291.323975
	Iteration 56Q: 3 clusters Score -2565254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2565255.750000 Penalty: 3291.323975
	Iteration 57Q: 3 clusters Score -2565256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2565258.000000 Penalty: 3291.323975
	Iteration 58Q: 3 clusters Score -2565258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2565271.000000 Penalty: 3291.323975
	Iteration 59Q: 3 clusters Score -2565271 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2565282.250000 Penalty: 3291.323975
	Iteration 60F: 3 clusters Score -2565282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2565307.750000 Penalty: 3291.323975
	Iteration 61Q: 3 clusters Score -2565308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2565314.000000 Penalty: 3291.323975
	Iteration 62Q: 3 clusters Score -2565314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2565320.250000 Penalty: 3291.323975
	Iteration 63Q: 3 clusters Score -2565320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2565339.250000 Penalty: 3291.323975
	Iteration 64Q: 3 clusters Score -2565339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2565346.000000 Penalty: 3291.323975
	Iteration 65Q: 3 clusters Score -2565346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2565357.000000 Penalty: 3291.323975
	Iteration 66Q: 3 clusters Score -2565357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2565360.250000 Penalty: 3291.323975
	Iteration 67Q: 3 clusters Score -2565360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2565369.750000 Penalty: 3291.323975
	Iteration 68Q: 3 clusters Score -2565370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2565371.000000 Penalty: 3291.323975
	Iteration 69Q: 3 clusters Score -2565371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2565370.250000 Penalty: 3291.323975
	Iteration 70Q: 3 clusters Score -2565370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2565368.750000 Penalty: 3291.323975
	Iteration 71Q: 3 clusters Score -2565369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2565379.750000 Penalty: 3291.323975
	Iteration 72Q: 3 clusters Score -2565380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2565380.750000 Penalty: 3291.323975
	Iteration 73Q: 3 clusters Score -2565381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2565379.000000 Penalty: 3291.323975
	Iteration 74Q: 3 clusters Score -2565379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2565382.500000 Penalty: 3291.323975
	Iteration 75Q: 3 clusters Score -2565382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2565390.250000 Penalty: 3291.323975
	Iteration 76Q: 3 clusters Score -2565390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2565397.500000 Penalty: 3291.323975
	Iteration 77Q: 3 clusters Score -2565398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2565402.250000 Penalty: 3291.323975
	Iteration 78Q: 3 clusters Score -2565402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2565396.750000 Penalty: 3291.323975
	Iteration 79Q: 3 clusters Score -2565397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2565404.000000 Penalty: 3291.323975
	Iteration 80F: 3 clusters Score -2565404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2565416.000000 Penalty: 3291.323975
	Iteration 81Q: 3 clusters Score -2565416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2565413.750000 Penalty: 3291.323975
	Iteration 82Q: 3 clusters Score -2565414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2565421.500000 Penalty: 3291.323975
	Iteration 83Q: 3 clusters Score -2565422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2565419.750000 Penalty: 3291.323975
	Iteration 84Q: 3 clusters Score -2565420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2565425.000000 Penalty: 3291.323975
	Iteration 85Q: 3 clusters Score -2565425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2565424.500000 Penalty: 3291.323975
	Iteration 86Q: 3 clusters Score -2565424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2565427.500000 Penalty: 3291.323975
	Iteration 87Q: 3 clusters Score -2565428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2565425.500000 Penalty: 3291.323975
	Iteration 88Q: 3 clusters Score -2565426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2565429.500000 Penalty: 3291.323975
	Iteration 89Q: 3 clusters Score -2565430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2565427.500000 Penalty: 3291.323975
	Iteration 90Q: 3 clusters Score -2565428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2565425.250000 Penalty: 3291.323975
	Iteration 91Q: 3 clusters Score -2565425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2565432.750000 Penalty: 3291.323975
	Iteration 92Q: 3 clusters Score -2565433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2565432.000000 Penalty: 3291.323975
	Iteration 93Q: 3 clusters Score -2565432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2565429.500000 Penalty: 3291.323975
	Iteration 94Q: 3 clusters Score -2565430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2565428.750000 Penalty: 3291.323975
	Iteration 95Q: 3 clusters Score -2565429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2565432.000000 Penalty: 3291.323975
	Iteration 96Q: 3 clusters Score -2565432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2565434.500000 Penalty: 3291.323975
	Iteration 97Q: 3 clusters Score -2565434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2565432.750000 Penalty: 3291.323975
	Iteration 98Q: 3 clusters Score -2565433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2565435.250000 Penalty: 3291.323975
	Iteration 99Q: 3 clusters Score -2565435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2565430.750000 Penalty: 3291.323975
	Iteration 100F: 3 clusters Score -2565431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2565435.250000 Penalty: 3291.323975
	Iteration 101Q: 3 clusters Score -2565435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2565433.000000 Penalty: 3291.323975
	Iteration 102Q: 3 clusters Score -2565433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2565439.000000 Penalty: 3291.323975
	Iteration 103Q: 3 clusters Score -2565439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2565434.500000 Penalty: 3291.323975
	Iteration 104Q: 3 clusters Score -2565434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2565435.750000 Penalty: 3291.323975
	Iteration 105Q: 3 clusters Score -2565436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2565435.750000 Penalty: 3291.323975
	Iteration 106F: 3 clusters Score -2565436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 12 contains 255754 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
Score: -84467688.000000 Penalty: 37579.566406
Splitting cluster 9 changes total score from -84467336.000000 to -84467688.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 12 (255754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255754 members 
Entering Unmasked Estep 
Score: -27167018.000000 Penalty: 2023.445312
	Iteration 0F: 2 clusters Score -2.716702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127967 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -27001388.000000 Penalty: 4046.890625
	Iteration 0F: 3 clusters Score -2.700139e+07 nChanged 124911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127346 members 
Mstep: Class 2 contains 128408 members 
Entering Unmasked Estep 
Score: -27077542.000000 Penalty: 4046.890625
	Iteration 1F: 3 clusters Score -2.707754e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -27081670.000000 Penalty: 4046.890625
	Iteration 2Q: 3 clusters Score -2.708167e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -27088302.000000 Penalty: 4046.890625
	Iteration 3Q: 3 clusters Score -2.70883e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123646 members 
Mstep: Class 2 contains 132108 members 
Entering Unmasked Estep 
Score: -27097574.000000 Penalty: 4046.890625
	Iteration 4F: 3 clusters Score -2.709757e+07 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -27110154.000000 Penalty: 4046.890625
	Iteration 5F: 3 clusters Score -2.711015e+07 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -27125230.000000 Penalty: 4046.890625
	Iteration 6F: 3 clusters Score -2.712523e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 147395 members 
Entering Unmasked Estep 
Score: -27137372.000000 Penalty: 4046.890625
	Iteration 7F: 3 clusters Score -2.713737e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -27143510.000000 Penalty: 4046.890625
	Iteration 8F: 3 clusters Score -2.714351e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -27145974.000000 Penalty: 4046.890625
	Iteration 9Q: 3 clusters Score -2.714597e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -27147086.000000 Penalty: 4046.890625
	Iteration 10Q: 3 clusters Score -2.714709e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -27148332.000000 Penalty: 4046.890625
	Iteration 11Q: 3 clusters Score -2.714833e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -27149292.000000 Penalty: 4046.890625
	Iteration 12Q: 3 clusters Score -2.714929e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -27150470.000000 Penalty: 4046.890625
	Iteration 13Q: 3 clusters Score -2.715047e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 177847 members 
Entering Unmasked Estep 
Score: -27151754.000000 Penalty: 4046.890625
	Iteration 14Q: 3 clusters Score -2.715175e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 182586 members 
Entering Unmasked Estep 
Score: -27152976.000000 Penalty: 4046.890625
	Iteration 15Q: 3 clusters Score -2.715298e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 187174 members 
Entering Unmasked Estep 
Score: -27154224.000000 Penalty: 4046.890625
	Iteration 16Q: 3 clusters Score -2.715422e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 191680 members 
Entering Unmasked Estep 
Score: -27155422.000000 Penalty: 4046.890625
	Iteration 17Q: 3 clusters Score -2.715542e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 196021 members 
Entering Unmasked Estep 
Score: -27156426.000000 Penalty: 4046.890625
	Iteration 18Q: 3 clusters Score -2.715643e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 200390 members 
Entering Unmasked Estep 
Score: -27157654.000000 Penalty: 4046.890625
	Iteration 19Q: 3 clusters Score -2.715765e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 204537 members 
Entering Unmasked Estep 
Score: -27158812.000000 Penalty: 4046.890625
	Iteration 20F: 3 clusters Score -2.715881e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 208434 members 
Entering Unmasked Estep 
Score: -27159790.000000 Penalty: 4046.890625
	Iteration 21Q: 3 clusters Score -2.715979e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 212043 members 
Entering Unmasked Estep 
Score: -27160838.000000 Penalty: 4046.890625
	Iteration 22Q: 3 clusters Score -2.716084e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 215417 members 
Entering Unmasked Estep 
Score: -27161754.000000 Penalty: 4046.890625
	Iteration 23Q: 3 clusters Score -2.716175e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 218538 members 
Entering Unmasked Estep 
Score: -27162328.000000 Penalty: 4046.890625
	Iteration 24Q: 3 clusters Score -2.716233e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 221392 members 
Entering Unmasked Estep 
Score: -27162792.000000 Penalty: 4046.890625
	Iteration 25Q: 3 clusters Score -2.716279e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 224070 members 
Entering Unmasked Estep 
Score: -27163394.000000 Penalty: 4046.890625
	Iteration 26Q: 3 clusters Score -2.716339e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 226603 members 
Entering Unmasked Estep 
Score: -27163956.000000 Penalty: 4046.890625
	Iteration 27Q: 3 clusters Score -2.716396e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 228958 members 
Entering Unmasked Estep 
Score: -27164502.000000 Penalty: 4046.890625
	Iteration 28Q: 3 clusters Score -2.71645e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 231126 members 
Entering Unmasked Estep 
Score: -27165010.000000 Penalty: 4046.890625
	Iteration 29Q: 3 clusters Score -2.716501e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 233054 members 
Entering Unmasked Estep 
Score: -27165162.000000 Penalty: 4046.890625
	Iteration 30Q: 3 clusters Score -2.716516e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 234811 members 
Entering Unmasked Estep 
Score: -27165552.000000 Penalty: 4046.890625
	Iteration 31Q: 3 clusters Score -2.716555e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 236424 members 
Entering Unmasked Estep 
Score: -27165832.000000 Penalty: 4046.890625
	Iteration 32Q: 3 clusters Score -2.716583e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 237909 members 
Entering Unmasked Estep 
Score: -27166112.000000 Penalty: 4046.890625
	Iteration 33Q: 3 clusters Score -2.716611e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 239300 members 
Entering Unmasked Estep 
Score: -27166308.000000 Penalty: 4046.890625
	Iteration 34Q: 3 clusters Score -2.716631e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 240593 members 
Entering Unmasked Estep 
Score: -27166674.000000 Penalty: 4046.890625
	Iteration 35Q: 3 clusters Score -2.716667e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 241757 members 
Entering Unmasked Estep 
Score: -27166992.000000 Penalty: 4046.890625
	Iteration 36Q: 3 clusters Score -2.716699e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 242823 members 
Entering Unmasked Estep 
Score: -27167266.000000 Penalty: 4046.890625
	Iteration 37Q: 3 clusters Score -2.716727e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 243833 members 
Entering Unmasked Estep 
Score: -27167464.000000 Penalty: 4046.890625
	Iteration 38Q: 3 clusters Score -2.716746e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 244807 members 
Entering Unmasked Estep 
Score: -27167692.000000 Penalty: 4046.890625
	Iteration 39Q: 3 clusters Score -2.716769e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 245675 members 
Entering Unmasked Estep 
Score: -27167786.000000 Penalty: 4046.890625
	Iteration 40F: 3 clusters Score -2.716779e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 246525 members 
Entering Unmasked Estep 
Score: -27167920.000000 Penalty: 4046.890625
	Iteration 41Q: 3 clusters Score -2.716792e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 247275 members 
Entering Unmasked Estep 
Score: -27168036.000000 Penalty: 4046.890625
	Iteration 42Q: 3 clusters Score -2.716804e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 247948 members 
Entering Unmasked Estep 
Score: -27168078.000000 Penalty: 4046.890625
	Iteration 43Q: 3 clusters Score -2.716808e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 248565 members 
Entering Unmasked Estep 
Score: -27167996.000000 Penalty: 4046.890625
	Iteration 44Q: 3 clusters Score -2.7168e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 249098 members 
Entering Unmasked Estep 
Score: -27167970.000000 Penalty: 4046.890625
	Iteration 45Q: 3 clusters Score -2.716797e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 249588 members 
Entering Unmasked Estep 
Score: -27167916.000000 Penalty: 4046.890625
	Iteration 46Q: 3 clusters Score -2.716792e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 250020 members 
Entering Unmasked Estep 
Score: -27167808.000000 Penalty: 4046.890625
	Iteration 47Q: 3 clusters Score -2.716781e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 250360 members 
Entering Unmasked Estep 
Score: -27167796.000000 Penalty: 4046.890625
	Iteration 48Q: 3 clusters Score -2.71678e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 250668 members 
Entering Unmasked Estep 
Score: -27167788.000000 Penalty: 4046.890625
	Iteration 49Q: 3 clusters Score -2.716779e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 250944 members 
Entering Unmasked Estep 
Score: -27167812.000000 Penalty: 4046.890625
	Iteration 50Q: 3 clusters Score -2.716781e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 251190 members 
Entering Unmasked Estep 
Score: -27167826.000000 Penalty: 4046.890625
	Iteration 51Q: 3 clusters Score -2.716783e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 251422 members 
Entering Unmasked Estep 
Score: -27167812.000000 Penalty: 4046.890625
	Iteration 52Q: 3 clusters Score -2.716781e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 251617 members 
Entering Unmasked Estep 
Score: -27167778.000000 Penalty: 4046.890625
	Iteration 53Q: 3 clusters Score -2.716778e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 251790 members 
Entering Unmasked Estep 
Score: -27167786.000000 Penalty: 4046.890625
	Iteration 54Q: 3 clusters Score -2.716779e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 251928 members 
Entering Unmasked Estep 
Score: -27167748.000000 Penalty: 4046.890625
	Iteration 55Q: 3 clusters Score -2.716775e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 252051 members 
Entering Unmasked Estep 
Score: -27167742.000000 Penalty: 4046.890625
	Iteration 56Q: 3 clusters Score -2.716774e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 252170 members 
Entering Unmasked Estep 
Score: -27167694.000000 Penalty: 4046.890625
	Iteration 57Q: 3 clusters Score -2.716769e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 252260 members 
Entering Unmasked Estep 
Score: -27167708.000000 Penalty: 4046.890625
	Iteration 58Q: 3 clusters Score -2.716771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 252336 members 
Entering Unmasked Estep 
Score: -27167704.000000 Penalty: 4046.890625
	Iteration 59Q: 3 clusters Score -2.71677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 252400 members 
Entering Unmasked Estep 
Score: -27167722.000000 Penalty: 4046.890625
	Iteration 60F: 3 clusters Score -2.716772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 252456 members 
Entering Unmasked Estep 
Score: -27167704.000000 Penalty: 4046.890625
	Iteration 61Q: 3 clusters Score -2.71677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 252501 members 
Entering Unmasked Estep 
Score: -27167680.000000 Penalty: 4046.890625
	Iteration 62Q: 3 clusters Score -2.716768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 252542 members 
Entering Unmasked Estep 
Score: -27167702.000000 Penalty: 4046.890625
	Iteration 63Q: 3 clusters Score -2.71677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 252582 members 
Entering Unmasked Estep 
Score: -27167684.000000 Penalty: 4046.890625
	Iteration 64Q: 3 clusters Score -2.716768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 252615 members 
Entering Unmasked Estep 
Score: -27167664.000000 Penalty: 4046.890625
	Iteration 65Q: 3 clusters Score -2.716766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 252644 members 
Entering Unmasked Estep 
Score: -27167668.000000 Penalty: 4046.890625
	Iteration 66Q: 3 clusters Score -2.716767e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 252681 members 
Entering Unmasked Estep 
Score: -27167636.000000 Penalty: 4046.890625
	Iteration 67Q: 3 clusters Score -2.716764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 252714 members 
Entering Unmasked Estep 
Score: -27167616.000000 Penalty: 4046.890625
	Iteration 68Q: 3 clusters Score -2.716762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 252736 members 
Entering Unmasked Estep 
Score: -27167612.000000 Penalty: 4046.890625
	Iteration 69Q: 3 clusters Score -2.716761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 252749 members 
Entering Unmasked Estep 
Score: -27167600.000000 Penalty: 4046.890625
	Iteration 70Q: 3 clusters Score -2.71676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 252767 members 
Entering Unmasked Estep 
Score: -27167578.000000 Penalty: 4046.890625
	Iteration 71Q: 3 clusters Score -2.716758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 252790 members 
Entering Unmasked Estep 
Score: -27167572.000000 Penalty: 4046.890625
	Iteration 72Q: 3 clusters Score -2.716757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 252811 members 
Entering Unmasked Estep 
Score: -27167566.000000 Penalty: 4046.890625
	Iteration 73Q: 3 clusters Score -2.716757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 252830 members 
Entering Unmasked Estep 
Score: -27167564.000000 Penalty: 4046.890625
	Iteration 74Q: 3 clusters Score -2.716756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 252848 members 
Entering Unmasked Estep 
Score: -27167590.000000 Penalty: 4046.890625
	Iteration 75Q: 3 clusters Score -2.716759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 252873 members 
Entering Unmasked Estep 
Score: -27167570.000000 Penalty: 4046.890625
	Iteration 76Q: 3 clusters Score -2.716757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 252889 members 
Entering Unmasked Estep 
Score: -27167556.000000 Penalty: 4046.890625
	Iteration 77Q: 3 clusters Score -2.716756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 252909 members 
Entering Unmasked Estep 
Score: -27167538.000000 Penalty: 4046.890625
	Iteration 78Q: 3 clusters Score -2.716754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 252924 members 
Entering Unmasked Estep 
Score: -27167528.000000 Penalty: 4046.890625
	Iteration 79Q: 3 clusters Score -2.716753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 252940 members 
Entering Unmasked Estep 
Score: -27167486.000000 Penalty: 4046.890625
	Iteration 80F: 3 clusters Score -2.716749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 252961 members 
Entering Unmasked Estep 
Score: -27167488.000000 Penalty: 4046.890625
	Iteration 81Q: 3 clusters Score -2.716749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 252977 members 
Entering Unmasked Estep 
Score: -27167498.000000 Penalty: 4046.890625
	Iteration 82Q: 3 clusters Score -2.71675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 252990 members 
Entering Unmasked Estep 
Score: -27167502.000000 Penalty: 4046.890625
	Iteration 83Q: 3 clusters Score -2.71675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 252997 members 
Entering Unmasked Estep 
Score: -27167502.000000 Penalty: 4046.890625
	Iteration 84Q: 3 clusters Score -2.71675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 253002 members 
Entering Unmasked Estep 
Score: -27167512.000000 Penalty: 4046.890625
	Iteration 85Q: 3 clusters Score -2.716751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 253010 members 
Entering Unmasked Estep 
Score: -27167498.000000 Penalty: 4046.890625
	Iteration 86Q: 3 clusters Score -2.71675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 253012 members 
Entering Unmasked Estep 
Score: -27167498.000000 Penalty: 4046.890625
	Iteration 87Q: 3 clusters Score -2.71675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 253014 members 
Entering Unmasked Estep 
Score: -27167510.000000 Penalty: 4046.890625
	Iteration 88Q: 3 clusters Score -2.716751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 253017 members 
Entering Unmasked Estep 
Score: -27167494.000000 Penalty: 4046.890625
	Iteration 89Q: 3 clusters Score -2.716749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 253017 members 
Entering Unmasked Estep 
Score: -27167494.000000 Penalty: 4046.890625
	Iteration 90F: 3 clusters Score -2.716749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 253017 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
Score: -84468032.000000 Penalty: 39790.128906
Splitting cluster 12 changes total score from -84467336.000000 to -84468032.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (6613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Entering Unmasked Estep 
Score: -725664.375000 Penalty: 1429.478882
	Iteration 0F: 2 clusters Score -725664.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -720599.750000 Penalty: 2858.957764
	Iteration 0F: 3 clusters Score -720599.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -722132.250000 Penalty: 2858.957764
	Iteration 1F: 3 clusters Score -722132.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -722284.562500 Penalty: 2858.957764
	Iteration 2F: 3 clusters Score -722284.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -722376.375000 Penalty: 2858.957764
	Iteration 3Q: 3 clusters Score -722376.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -722451.687500 Penalty: 2858.957764
	Iteration 4Q: 3 clusters Score -722451.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -722514.562500 Penalty: 2858.957764
	Iteration 5Q: 3 clusters Score -722514.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -722576.562500 Penalty: 2858.957764
	Iteration 6Q: 3 clusters Score -722576.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -722643.500000 Penalty: 2858.957764
	Iteration 7Q: 3 clusters Score -722643.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -722704.062500 Penalty: 2858.957764
	Iteration 8Q: 3 clusters Score -722704.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -722784.437500 Penalty: 2858.957764
	Iteration 9Q: 3 clusters Score -722784.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -722881.875000 Penalty: 2858.957764
	Iteration 10Q: 3 clusters Score -722881.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -723021.500000 Penalty: 2858.957764
	Iteration 11Q: 3 clusters Score -723021.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -723186.937500 Penalty: 2858.957764
	Iteration 12Q: 3 clusters Score -723186.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -723397.187500 Penalty: 2858.957764
	Iteration 13Q: 3 clusters Score -723397.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -723641.375000 Penalty: 2858.957764
	Iteration 14Q: 3 clusters Score -723641.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -723873.187500 Penalty: 2858.957764
	Iteration 15Q: 3 clusters Score -723873.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -724079.125000 Penalty: 2858.957764
	Iteration 16Q: 3 clusters Score -724079.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -724201.312500 Penalty: 2858.957764
	Iteration 17Q: 3 clusters Score -724201.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -724279.312500 Penalty: 2858.957764
	Iteration 18Q: 3 clusters Score -724279.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -724321.375000 Penalty: 2858.957764
	Iteration 19Q: 3 clusters Score -724321.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -724357.750000 Penalty: 2858.957764
	Iteration 20F: 3 clusters Score -724357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -724379.937500 Penalty: 2858.957764
	Iteration 21Q: 3 clusters Score -724379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -724385.625000 Penalty: 2858.957764
	Iteration 22Q: 3 clusters Score -724385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -724385.625000 Penalty: 2858.957764
	Iteration 23Q: 3 clusters Score -724385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -724385.625000 Penalty: 2858.957764
	Iteration 24F: 3 clusters Score -724385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -295379.125000 Penalty: 1285.947144
	Iteration 0F: 2 clusters Score -295379.1 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 1380 members 
Entering Unmasked Estep 
Score: -292868.218750 Penalty: 2571.894287
	Iteration 0F: 3 clusters Score -292868.2 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293390.656250 Penalty: 2571.894287
	Iteration 1F: 3 clusters Score -293390.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -293494.531250 Penalty: 2571.894287
	Iteration 2F: 3 clusters Score -293494.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293558.687500 Penalty: 2571.894287
	Iteration 3Q: 3 clusters Score -293558.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293599.687500 Penalty: 2571.894287
	Iteration 4Q: 3 clusters Score -293599.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -293639.875000 Penalty: 2571.894287
	Iteration 5Q: 3 clusters Score -293639.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -293661.125000 Penalty: 2571.894287
	Iteration 6Q: 3 clusters Score -293661.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -293676.156250 Penalty: 2571.894287
	Iteration 7Q: 3 clusters Score -293676.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293690.562500 Penalty: 2571.894287
	Iteration 8Q: 3 clusters Score -293690.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -293707.093750 Penalty: 2571.894287
	Iteration 9Q: 3 clusters Score -293707.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293723.875000 Penalty: 2571.894287
	Iteration 10Q: 3 clusters Score -293723.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -293732.531250 Penalty: 2571.894287
	Iteration 11Q: 3 clusters Score -293732.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -293740.000000 Penalty: 2571.894287
	Iteration 12Q: 3 clusters Score -293740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -293749.187500 Penalty: 2571.894287
	Iteration 13Q: 3 clusters Score -293749.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -293758.125000 Penalty: 2571.894287
	Iteration 14Q: 3 clusters Score -293758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293764.125000 Penalty: 2571.894287
	Iteration 15Q: 3 clusters Score -293764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -293769.468750 Penalty: 2571.894287
	Iteration 16Q: 3 clusters Score -293769.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293774.500000 Penalty: 2571.894287
	Iteration 17Q: 3 clusters Score -293774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -293778.750000 Penalty: 2571.894287
	Iteration 18Q: 3 clusters Score -293778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -293783.031250 Penalty: 2571.894287
	Iteration 19Q: 3 clusters Score -293783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -293785.750000 Penalty: 2571.894287
	Iteration 20F: 3 clusters Score -293785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -293789.312500 Penalty: 2571.894287
	Iteration 21Q: 3 clusters Score -293789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293791.281250 Penalty: 2571.894287
	Iteration 22Q: 3 clusters Score -293791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -293794.218750 Penalty: 2571.894287
	Iteration 23Q: 3 clusters Score -293794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -293797.343750 Penalty: 2571.894287
	Iteration 24Q: 3 clusters Score -293797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -293799.562500 Penalty: 2571.894287
	Iteration 25Q: 3 clusters Score -293799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -293802.562500 Penalty: 2571.894287
	Iteration 26Q: 3 clusters Score -293802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293804.312500 Penalty: 2571.894287
	Iteration 27Q: 3 clusters Score -293804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -293806.468750 Penalty: 2571.894287
	Iteration 28Q: 3 clusters Score -293806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -293809.218750 Penalty: 2571.894287
	Iteration 29Q: 3 clusters Score -293809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293810.343750 Penalty: 2571.894287
	Iteration 30Q: 3 clusters Score -293810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293811.843750 Penalty: 2571.894287
	Iteration 31Q: 3 clusters Score -293811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293813.656250 Penalty: 2571.894287
	Iteration 32Q: 3 clusters Score -293813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -293816.343750 Penalty: 2571.894287
	Iteration 33Q: 3 clusters Score -293816.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -293818.375000 Penalty: 2571.894287
	Iteration 34Q: 3 clusters Score -293818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -293819.843750 Penalty: 2571.894287
	Iteration 35Q: 3 clusters Score -293819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -293821.937500 Penalty: 2571.894287
	Iteration 36Q: 3 clusters Score -293821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293822.312500 Penalty: 2571.894287
	Iteration 37Q: 3 clusters Score -293822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -293823.031250 Penalty: 2571.894287
	Iteration 38Q: 3 clusters Score -293823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -293823.156250 Penalty: 2571.894287
	Iteration 39Q: 3 clusters Score -293823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -293823.187500 Penalty: 2571.894287
	Iteration 40F: 3 clusters Score -293823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -504935.406250 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -504935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -501108.812500 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -501108.8 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -502081.125000 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -502081.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -502240.531250 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -502240.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -502358.781250 Penalty: 2751.212158
	Iteration 3Q: 3 clusters Score -502358.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -502432.750000 Penalty: 2751.212158
	Iteration 4Q: 3 clusters Score -502432.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -502486.281250 Penalty: 2751.212158
	Iteration 5Q: 3 clusters Score -502486.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -502534.093750 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -502534.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -502574.843750 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -502574.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -502613.562500 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -502613.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -502655.031250 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -502655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -502698.000000 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -502698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -502749.906250 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -502749.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -502813.343750 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -502813.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -502880.406250 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -502880.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -502962.718750 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -502962.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -503041.343750 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -503041.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -503130.718750 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -503130.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -503220.218750 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -503220.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -503293.968750 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -503294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -503366.375000 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -503366.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -503435.500000 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -503435.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -503489.875000 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -503489.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -503540.750000 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -503540.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -503579.468750 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -503579.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -503609.093750 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -503609.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -503631.437500 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -503631.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -503658.156250 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -503658.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -503679.687500 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -503679.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -503700.312500 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -503700.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -503710.531250 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -503710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -503716.968750 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -503717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -503724.187500 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -503724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -503731.406250 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -503731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -503737.750000 Penalty: 2751.212158
	Iteration 33Q: 3 clusters Score -503737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -503745.218750 Penalty: 2751.212158
	Iteration 34Q: 3 clusters Score -503745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -503751.093750 Penalty: 2751.212158
	Iteration 35Q: 3 clusters Score -503751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -503755.312500 Penalty: 2751.212158
	Iteration 36Q: 3 clusters Score -503755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -503758.968750 Penalty: 2751.212158
	Iteration 37Q: 3 clusters Score -503759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -503762.437500 Penalty: 2751.212158
	Iteration 38Q: 3 clusters Score -503762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -503769.000000 Penalty: 2751.212158
	Iteration 39Q: 3 clusters Score -503769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -503774.625000 Penalty: 2751.212158
	Iteration 40F: 3 clusters Score -503774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -503776.000000 Penalty: 2751.212158
	Iteration 41Q: 3 clusters Score -503776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -503777.875000 Penalty: 2751.212158
	Iteration 42Q: 3 clusters Score -503777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -503779.437500 Penalty: 2751.212158
	Iteration 43Q: 3 clusters Score -503779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -503782.031250 Penalty: 2751.212158
	Iteration 44Q: 3 clusters Score -503782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -503784.750000 Penalty: 2751.212158
	Iteration 45Q: 3 clusters Score -503784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -503786.656250 Penalty: 2751.212158
	Iteration 46Q: 3 clusters Score -503786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -503787.343750 Penalty: 2751.212158
	Iteration 47Q: 3 clusters Score -503787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -503786.843750 Penalty: 2751.212158
	Iteration 48Q: 3 clusters Score -503786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -503786.843750 Penalty: 2751.212158
	Iteration 49F: 3 clusters Score -503786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Entering Unmasked Estep 
Score: -1222835.750000 Penalty: 1515.574341
	Iteration 0F: 2 clusters Score -1222836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1214816.125000 Penalty: 3031.148682
	Iteration 0F: 3 clusters Score -1214816 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1217561.625000 Penalty: 3031.148682
	Iteration 1F: 3 clusters Score -1217562 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1217931.250000 Penalty: 3031.148682
	Iteration 2F: 3 clusters Score -1217931 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1218261.125000 Penalty: 3031.148682
	Iteration 3F: 3 clusters Score -1218261 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1218549.375000 Penalty: 3031.148682
	Iteration 4Q: 3 clusters Score -1218549 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1218810.750000 Penalty: 3031.148682
	Iteration 5Q: 3 clusters Score -1218811 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1219096.125000 Penalty: 3031.148682
	Iteration 6Q: 3 clusters Score -1219096 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1219367.375000 Penalty: 3031.148682
	Iteration 7Q: 3 clusters Score -1219367 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1219686.500000 Penalty: 3031.148682
	Iteration 8Q: 3 clusters Score -1219686 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1219977.500000 Penalty: 3031.148682
	Iteration 9Q: 3 clusters Score -1219978 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1220237.500000 Penalty: 3031.148682
	Iteration 10Q: 3 clusters Score -1220238 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1220439.000000 Penalty: 3031.148682
	Iteration 11Q: 3 clusters Score -1220439 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1220594.500000 Penalty: 3031.148682
	Iteration 12Q: 3 clusters Score -1220594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1220719.875000 Penalty: 3031.148682
	Iteration 13Q: 3 clusters Score -1220720 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1220832.750000 Penalty: 3031.148682
	Iteration 14Q: 3 clusters Score -1220833 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1220935.250000 Penalty: 3031.148682
	Iteration 15Q: 3 clusters Score -1220935 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1221021.875000 Penalty: 3031.148682
	Iteration 16Q: 3 clusters Score -1221022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1221121.250000 Penalty: 3031.148682
	Iteration 17Q: 3 clusters Score -1221121 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1221207.750000 Penalty: 3031.148682
	Iteration 18Q: 3 clusters Score -1221208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1221272.250000 Penalty: 3031.148682
	Iteration 19Q: 3 clusters Score -1221272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1221322.875000 Penalty: 3031.148682
	Iteration 20F: 3 clusters Score -1221323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1221382.500000 Penalty: 3031.148682
	Iteration 21Q: 3 clusters Score -1221382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1221434.875000 Penalty: 3031.148682
	Iteration 22Q: 3 clusters Score -1221435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1221474.750000 Penalty: 3031.148682
	Iteration 23Q: 3 clusters Score -1221475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1221513.500000 Penalty: 3031.148682
	Iteration 24Q: 3 clusters Score -1221514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1221543.000000 Penalty: 3031.148682
	Iteration 25Q: 3 clusters Score -1221543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1221572.500000 Penalty: 3031.148682
	Iteration 26Q: 3 clusters Score -1221572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1221610.375000 Penalty: 3031.148682
	Iteration 27Q: 3 clusters Score -1221610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1221640.250000 Penalty: 3031.148682
	Iteration 28Q: 3 clusters Score -1221640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1221673.000000 Penalty: 3031.148682
	Iteration 29Q: 3 clusters Score -1221673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1221708.625000 Penalty: 3031.148682
	Iteration 30Q: 3 clusters Score -1221709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1221746.125000 Penalty: 3031.148682
	Iteration 31Q: 3 clusters Score -1221746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1221787.500000 Penalty: 3031.148682
	Iteration 32Q: 3 clusters Score -1221788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1221826.875000 Penalty: 3031.148682
	Iteration 33Q: 3 clusters Score -1221827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1221864.750000 Penalty: 3031.148682
	Iteration 34Q: 3 clusters Score -1221865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1221892.125000 Penalty: 3031.148682
	Iteration 35Q: 3 clusters Score -1221892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1221913.875000 Penalty: 3031.148682
	Iteration 36Q: 3 clusters Score -1221914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1221929.000000 Penalty: 3031.148682
	Iteration 37Q: 3 clusters Score -1221929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1221948.375000 Penalty: 3031.148682
	Iteration 38Q: 3 clusters Score -1221948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1221961.625000 Penalty: 3031.148682
	Iteration 39Q: 3 clusters Score -1221962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1221979.000000 Penalty: 3031.148682
	Iteration 40F: 3 clusters Score -1221979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1221996.500000 Penalty: 3031.148682
	Iteration 41Q: 3 clusters Score -1221996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1222011.375000 Penalty: 3031.148682
	Iteration 42Q: 3 clusters Score -1222011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1222016.250000 Penalty: 3031.148682
	Iteration 43Q: 3 clusters Score -1222016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1222030.125000 Penalty: 3031.148682
	Iteration 44Q: 3 clusters Score -1222030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1222037.250000 Penalty: 3031.148682
	Iteration 45Q: 3 clusters Score -1222037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1222045.750000 Penalty: 3031.148682
	Iteration 46Q: 3 clusters Score -1222046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1222054.000000 Penalty: 3031.148682
	Iteration 47Q: 3 clusters Score -1222054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1222060.500000 Penalty: 3031.148682
	Iteration 48Q: 3 clusters Score -1222060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1222065.500000 Penalty: 3031.148682
	Iteration 49Q: 3 clusters Score -1222066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1222070.750000 Penalty: 3031.148682
	Iteration 50Q: 3 clusters Score -1222071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1222076.125000 Penalty: 3031.148682
	Iteration 51Q: 3 clusters Score -1222076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1222076.250000 Penalty: 3031.148682
	Iteration 52Q: 3 clusters Score -1222076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1222082.375000 Penalty: 3031.148682
	Iteration 53Q: 3 clusters Score -1222082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1222085.500000 Penalty: 3031.148682
	Iteration 54Q: 3 clusters Score -1222086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1222084.125000 Penalty: 3031.148682
	Iteration 55Q: 3 clusters Score -1222084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1222082.750000 Penalty: 3031.148682
	Iteration 56Q: 3 clusters Score -1222083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1222084.375000 Penalty: 3031.148682
	Iteration 57Q: 3 clusters Score -1222084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1222084.875000 Penalty: 3031.148682
	Iteration 58Q: 3 clusters Score -1222085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1222088.500000 Penalty: 3031.148682
	Iteration 59Q: 3 clusters Score -1222088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1222089.000000 Penalty: 3031.148682
	Iteration 60F: 3 clusters Score -1222089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1222090.125000 Penalty: 3031.148682
	Iteration 61Q: 3 clusters Score -1222090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1222090.000000 Penalty: 3031.148682
	Iteration 62Q: 3 clusters Score -1222090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1222090.000000 Penalty: 3031.148682
	Iteration 63F: 3 clusters Score -1222090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -1395370.125000 Penalty: 1536.528320
	Iteration 0F: 2 clusters Score -1395370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1386423.125000 Penalty: 3073.056641
	Iteration 0F: 3 clusters Score -1386423 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1389461.750000 Penalty: 3073.056641
	Iteration 1F: 3 clusters Score -1389462 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1389718.875000 Penalty: 3073.056641
	Iteration 2F: 3 clusters Score -1389719 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1389907.500000 Penalty: 3073.056641
	Iteration 3Q: 3 clusters Score -1389908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1390082.250000 Penalty: 3073.056641
	Iteration 4Q: 3 clusters Score -1390082 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1390221.500000 Penalty: 3073.056641
	Iteration 5Q: 3 clusters Score -1390222 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1390359.000000 Penalty: 3073.056641
	Iteration 6Q: 3 clusters Score -1390359 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1390513.750000 Penalty: 3073.056641
	Iteration 7Q: 3 clusters Score -1390514 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1390692.500000 Penalty: 3073.056641
	Iteration 8Q: 3 clusters Score -1390692 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1390981.125000 Penalty: 3073.056641
	Iteration 9Q: 3 clusters Score -1390981 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1391413.125000 Penalty: 3073.056641
	Iteration 10F: 3 clusters Score -1391413 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1391942.875000 Penalty: 3073.056641
	Iteration 11F: 3 clusters Score -1391943 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1392550.375000 Penalty: 3073.056641
	Iteration 12F: 3 clusters Score -1392550 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1393027.250000 Penalty: 3073.056641
	Iteration 13Q: 3 clusters Score -1393027 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1393347.125000 Penalty: 3073.056641
	Iteration 14Q: 3 clusters Score -1393347 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1393547.750000 Penalty: 3073.056641
	Iteration 15Q: 3 clusters Score -1393548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1393686.000000 Penalty: 3073.056641
	Iteration 16Q: 3 clusters Score -1393686 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1393788.375000 Penalty: 3073.056641
	Iteration 17Q: 3 clusters Score -1393788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1393862.250000 Penalty: 3073.056641
	Iteration 18Q: 3 clusters Score -1393862 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1393933.250000 Penalty: 3073.056641
	Iteration 19Q: 3 clusters Score -1393933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1393985.000000 Penalty: 3073.056641
	Iteration 20F: 3 clusters Score -1393985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1394024.875000 Penalty: 3073.056641
	Iteration 21Q: 3 clusters Score -1394025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1394050.375000 Penalty: 3073.056641
	Iteration 22Q: 3 clusters Score -1394050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1394071.750000 Penalty: 3073.056641
	Iteration 23Q: 3 clusters Score -1394072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1394096.000000 Penalty: 3073.056641
	Iteration 24Q: 3 clusters Score -1394096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1394110.000000 Penalty: 3073.056641
	Iteration 25Q: 3 clusters Score -1394110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1394127.875000 Penalty: 3073.056641
	Iteration 26Q: 3 clusters Score -1394128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1394131.875000 Penalty: 3073.056641
	Iteration 27Q: 3 clusters Score -1394132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1394136.125000 Penalty: 3073.056641
	Iteration 28Q: 3 clusters Score -1394136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1394144.500000 Penalty: 3073.056641
	Iteration 29Q: 3 clusters Score -1394144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1394149.125000 Penalty: 3073.056641
	Iteration 30Q: 3 clusters Score -1394149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1394158.250000 Penalty: 3073.056641
	Iteration 31Q: 3 clusters Score -1394158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1394168.125000 Penalty: 3073.056641
	Iteration 32Q: 3 clusters Score -1394168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1394177.000000 Penalty: 3073.056641
	Iteration 33Q: 3 clusters Score -1394177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1394179.750000 Penalty: 3073.056641
	Iteration 34Q: 3 clusters Score -1394180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1394185.000000 Penalty: 3073.056641
	Iteration 35Q: 3 clusters Score -1394185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1394184.875000 Penalty: 3073.056641
	Iteration 36Q: 3 clusters Score -1394185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1394186.250000 Penalty: 3073.056641
	Iteration 37Q: 3 clusters Score -1394186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1394187.500000 Penalty: 3073.056641
	Iteration 38Q: 3 clusters Score -1394188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1394191.625000 Penalty: 3073.056641
	Iteration 39Q: 3 clusters Score -1394192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1394196.375000 Penalty: 3073.056641
	Iteration 40F: 3 clusters Score -1394196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1394197.000000 Penalty: 3073.056641
	Iteration 41Q: 3 clusters Score -1394197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1394196.500000 Penalty: 3073.056641
	Iteration 42Q: 3 clusters Score -1394196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1394196.500000 Penalty: 3073.056641
	Iteration 43F: 3 clusters Score -1394196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -378228.343750 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -378228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -375125.000000 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -375125 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375893.218750 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -375893.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -376045.093750 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -376045.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -376146.875000 Penalty: 2662.225586
	Iteration 3F: 3 clusters Score -376146.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -376223.218750 Penalty: 2662.225586
	Iteration 4Q: 3 clusters Score -376223.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -376290.718750 Penalty: 2662.225586
	Iteration 5Q: 3 clusters Score -376290.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -376358.812500 Penalty: 2662.225586
	Iteration 6Q: 3 clusters Score -376358.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -376444.937500 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -376444.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -376533.562500 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -376533.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -376632.062500 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -376632.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -376738.468750 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -376738.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -376862.406250 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -376862.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -376979.156250 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -376979.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -377080.531250 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -377080.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -377145.062500 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -377145.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -377184.187500 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -377184.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -377219.718750 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -377219.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -377238.406250 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -377238.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -377253.031250 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -377253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -377263.468750 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -377263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -377272.968750 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -377273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -377283.781250 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -377283.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -377296.812500 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -377296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -377302.968750 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -377303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -377308.062500 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -377308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -377314.406250 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -377314.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -377318.000000 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -377318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -377319.312500 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -377319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -377320.093750 Penalty: 2662.225586
	Iteration 28Q: 3 clusters Score -377320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -377320.093750 Penalty: 2662.225586
	Iteration 29F: 3 clusters Score -377320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1101910.875000 Penalty: 1509.321899
	Iteration 0F: 2 clusters Score -1101911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1094216.125000 Penalty: 3018.643799
	Iteration 0F: 3 clusters Score -1094216 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1096878.875000 Penalty: 3018.643799
	Iteration 1F: 3 clusters Score -1096879 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1097302.125000 Penalty: 3018.643799
	Iteration 2F: 3 clusters Score -1097302 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1097728.000000 Penalty: 3018.643799
	Iteration 3F: 3 clusters Score -1097728 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1098267.375000 Penalty: 3018.643799
	Iteration 4F: 3 clusters Score -1098267 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1098875.875000 Penalty: 3018.643799
	Iteration 5F: 3 clusters Score -1098876 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1099572.000000 Penalty: 3018.643799
	Iteration 6F: 3 clusters Score -1099572 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1100050.250000 Penalty: 3018.643799
	Iteration 7F: 3 clusters Score -1100050 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1100303.250000 Penalty: 3018.643799
	Iteration 8Q: 3 clusters Score -1100303 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1100442.500000 Penalty: 3018.643799
	Iteration 9Q: 3 clusters Score -1100442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1100538.750000 Penalty: 3018.643799
	Iteration 10Q: 3 clusters Score -1100539 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1100609.125000 Penalty: 3018.643799
	Iteration 11Q: 3 clusters Score -1100609 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1100660.500000 Penalty: 3018.643799
	Iteration 12Q: 3 clusters Score -1100660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1100699.375000 Penalty: 3018.643799
	Iteration 13Q: 3 clusters Score -1100699 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1100746.875000 Penalty: 3018.643799
	Iteration 14Q: 3 clusters Score -1100747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1100784.750000 Penalty: 3018.643799
	Iteration 15Q: 3 clusters Score -1100785 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1100832.625000 Penalty: 3018.643799
	Iteration 16Q: 3 clusters Score -1100833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1100867.875000 Penalty: 3018.643799
	Iteration 17Q: 3 clusters Score -1100868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1100909.500000 Penalty: 3018.643799
	Iteration 18Q: 3 clusters Score -1100910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1100955.750000 Penalty: 3018.643799
	Iteration 19Q: 3 clusters Score -1100956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1101013.625000 Penalty: 3018.643799
	Iteration 20F: 3 clusters Score -1101014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1101068.625000 Penalty: 3018.643799
	Iteration 21Q: 3 clusters Score -1101069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1101136.375000 Penalty: 3018.643799
	Iteration 22Q: 3 clusters Score -1101136 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1101225.125000 Penalty: 3018.643799
	Iteration 23Q: 3 clusters Score -1101225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1101314.750000 Penalty: 3018.643799
	Iteration 24Q: 3 clusters Score -1101315 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1101408.500000 Penalty: 3018.643799
	Iteration 25Q: 3 clusters Score -1101408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1101512.125000 Penalty: 3018.643799
	Iteration 26Q: 3 clusters Score -1101512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1101616.250000 Penalty: 3018.643799
	Iteration 27Q: 3 clusters Score -1101616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1101706.625000 Penalty: 3018.643799
	Iteration 28Q: 3 clusters Score -1101707 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1101803.250000 Penalty: 3018.643799
	Iteration 29Q: 3 clusters Score -1101803 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1101906.875000 Penalty: 3018.643799
	Iteration 30Q: 3 clusters Score -1101907 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1102013.500000 Penalty: 3018.643799
	Iteration 31Q: 3 clusters Score -1102014 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1102096.625000 Penalty: 3018.643799
	Iteration 32Q: 3 clusters Score -1102097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1102163.875000 Penalty: 3018.643799
	Iteration 33Q: 3 clusters Score -1102164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1102244.375000 Penalty: 3018.643799
	Iteration 34Q: 3 clusters Score -1102244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1102338.375000 Penalty: 3018.643799
	Iteration 35Q: 3 clusters Score -1102338 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1102469.500000 Penalty: 3018.643799
	Iteration 36Q: 3 clusters Score -1102470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1102683.875000 Penalty: 3018.643799
	Iteration 37Q: 3 clusters Score -1102684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1102892.375000 Penalty: 3018.643799
	Iteration 38Q: 3 clusters Score -1102892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1103072.500000 Penalty: 3018.643799
	Iteration 39Q: 3 clusters Score -1103072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1103255.625000 Penalty: 3018.643799
	Iteration 40F: 3 clusters Score -1103256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1103467.125000 Penalty: 3018.643799
	Iteration 41Q: 3 clusters Score -1103467 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1103741.625000 Penalty: 3018.643799
	Iteration 42Q: 3 clusters Score -1103742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1103963.500000 Penalty: 3018.643799
	Iteration 43Q: 3 clusters Score -1103964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1104041.375000 Penalty: 3018.643799
	Iteration 44Q: 3 clusters Score -1104041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1104061.375000 Penalty: 3018.643799
	Iteration 45Q: 3 clusters Score -1104061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1104064.750000 Penalty: 3018.643799
	Iteration 46Q: 3 clusters Score -1104065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1104067.750000 Penalty: 3018.643799
	Iteration 47Q: 3 clusters Score -1104068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1104068.500000 Penalty: 3018.643799
	Iteration 48Q: 3 clusters Score -1104068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1104071.500000 Penalty: 3018.643799
	Iteration 49Q: 3 clusters Score -1104072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1104071.000000 Penalty: 3018.643799
	Iteration 50Q: 3 clusters Score -1104071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1104073.250000 Penalty: 3018.643799
	Iteration 51F: 3 clusters Score -1104073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1104073.500000 Penalty: 3018.643799
	Iteration 52Q: 3 clusters Score -1104074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1104075.000000 Penalty: 3018.643799
	Iteration 53Q: 3 clusters Score -1104075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1104074.875000 Penalty: 3018.643799
	Iteration 54Q: 3 clusters Score -1104075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1104075.875000 Penalty: 3018.643799
	Iteration 55Q: 3 clusters Score -1104076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1104075.875000 Penalty: 3018.643799
	Iteration 56F: 3 clusters Score -1104076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 253017 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 9690 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
Score: -84469832.000000 Penalty: 42000.691406
Splitting cluster 21 changes total score from -84467336.000000 to -84469832.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 23 (60346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Entering Unmasked Estep 
Score: -6528355.000000 Penalty: 1788.775635
	Iteration 0F: 2 clusters Score -6528355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -6487904.500000 Penalty: 3577.551270
	Iteration 0F: 3 clusters Score -6487904 nChanged 28578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6504441.000000 Penalty: 3577.551270
	Iteration 1F: 3 clusters Score -6504441 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -6505544.000000 Penalty: 3577.551270
	Iteration 2Q: 3 clusters Score -6505544 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6507073.500000 Penalty: 3577.551270
	Iteration 3F: 3 clusters Score -6507074 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6509050.500000 Penalty: 3577.551270
	Iteration 4F: 3 clusters Score -6509050 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -6511895.500000 Penalty: 3577.551270
	Iteration 5F: 3 clusters Score -6511896 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6515258.000000 Penalty: 3577.551270
	Iteration 6F: 3 clusters Score -6515258 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -6518258.500000 Penalty: 3577.551270
	Iteration 7F: 3 clusters Score -6518258 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6520070.000000 Penalty: 3577.551270
	Iteration 8F: 3 clusters Score -6520070 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6520916.000000 Penalty: 3577.551270
	Iteration 9Q: 3 clusters Score -6520916 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6521525.500000 Penalty: 3577.551270
	Iteration 10Q: 3 clusters Score -6521526 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -6522016.500000 Penalty: 3577.551270
	Iteration 11Q: 3 clusters Score -6522016 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -6522513.000000 Penalty: 3577.551270
	Iteration 12Q: 3 clusters Score -6522513 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -6522921.500000 Penalty: 3577.551270
	Iteration 13Q: 3 clusters Score -6522922 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -6523261.500000 Penalty: 3577.551270
	Iteration 14Q: 3 clusters Score -6523262 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -6523594.500000 Penalty: 3577.551270
	Iteration 15Q: 3 clusters Score -6523594 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -6523852.000000 Penalty: 3577.551270
	Iteration 16Q: 3 clusters Score -6523852 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -6524103.500000 Penalty: 3577.551270
	Iteration 17Q: 3 clusters Score -6524104 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6524276.000000 Penalty: 3577.551270
	Iteration 18Q: 3 clusters Score -6524276 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6524413.500000 Penalty: 3577.551270
	Iteration 19Q: 3 clusters Score -6524414 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -6524575.500000 Penalty: 3577.551270
	Iteration 20F: 3 clusters Score -6524576 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -6524735.000000 Penalty: 3577.551270
	Iteration 21Q: 3 clusters Score -6524735 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6524863.500000 Penalty: 3577.551270
	Iteration 22Q: 3 clusters Score -6524864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6524978.000000 Penalty: 3577.551270
	Iteration 23Q: 3 clusters Score -6524978 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -6525164.000000 Penalty: 3577.551270
	Iteration 24Q: 3 clusters Score -6525164 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6525270.500000 Penalty: 3577.551270
	Iteration 25Q: 3 clusters Score -6525270 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6525372.000000 Penalty: 3577.551270
	Iteration 26Q: 3 clusters Score -6525372 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -6525481.000000 Penalty: 3577.551270
	Iteration 27Q: 3 clusters Score -6525481 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -6525611.500000 Penalty: 3577.551270
	Iteration 28Q: 3 clusters Score -6525612 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -6525767.000000 Penalty: 3577.551270
	Iteration 29Q: 3 clusters Score -6525767 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6525895.500000 Penalty: 3577.551270
	Iteration 30Q: 3 clusters Score -6525896 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6525988.000000 Penalty: 3577.551270
	Iteration 31Q: 3 clusters Score -6525988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -6526103.000000 Penalty: 3577.551270
	Iteration 32Q: 3 clusters Score -6526103 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6526231.000000 Penalty: 3577.551270
	Iteration 33Q: 3 clusters Score -6526231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6526321.500000 Penalty: 3577.551270
	Iteration 34Q: 3 clusters Score -6526322 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6526417.000000 Penalty: 3577.551270
	Iteration 35Q: 3 clusters Score -6526417 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6526514.500000 Penalty: 3577.551270
	Iteration 36Q: 3 clusters Score -6526514 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6526589.000000 Penalty: 3577.551270
	Iteration 37Q: 3 clusters Score -6526589 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6526630.000000 Penalty: 3577.551270
	Iteration 38Q: 3 clusters Score -6526630 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6526689.500000 Penalty: 3577.551270
	Iteration 39Q: 3 clusters Score -6526690 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6526733.000000 Penalty: 3577.551270
	Iteration 40F: 3 clusters Score -6526733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6526775.500000 Penalty: 3577.551270
	Iteration 41Q: 3 clusters Score -6526776 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6526820.000000 Penalty: 3577.551270
	Iteration 42Q: 3 clusters Score -6526820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6526866.500000 Penalty: 3577.551270
	Iteration 43Q: 3 clusters Score -6526866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6526889.500000 Penalty: 3577.551270
	Iteration 44Q: 3 clusters Score -6526890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6526916.500000 Penalty: 3577.551270
	Iteration 45Q: 3 clusters Score -6526916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6526940.500000 Penalty: 3577.551270
	Iteration 46Q: 3 clusters Score -6526940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6526954.000000 Penalty: 3577.551270
	Iteration 47Q: 3 clusters Score -6526954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6526972.000000 Penalty: 3577.551270
	Iteration 48Q: 3 clusters Score -6526972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6526982.500000 Penalty: 3577.551270
	Iteration 49Q: 3 clusters Score -6526982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6527002.500000 Penalty: 3577.551270
	Iteration 50Q: 3 clusters Score -6527002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6527005.000000 Penalty: 3577.551270
	Iteration 51Q: 3 clusters Score -6527005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6527021.500000 Penalty: 3577.551270
	Iteration 52Q: 3 clusters Score -6527022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6527031.500000 Penalty: 3577.551270
	Iteration 53Q: 3 clusters Score -6527032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6527041.000000 Penalty: 3577.551270
	Iteration 54Q: 3 clusters Score -6527041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6527047.000000 Penalty: 3577.551270
	Iteration 55Q: 3 clusters Score -6527047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6527062.000000 Penalty: 3577.551270
	Iteration 56Q: 3 clusters Score -6527062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6527050.500000 Penalty: 3577.551270
	Iteration 57Q: 3 clusters Score -6527050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6527056.500000 Penalty: 3577.551270
	Iteration 58Q: 3 clusters Score -6527056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6527063.000000 Penalty: 3577.551270
	Iteration 59Q: 3 clusters Score -6527063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6527072.500000 Penalty: 3577.551270
	Iteration 60F: 3 clusters Score -6527072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6527074.500000 Penalty: 3577.551270
	Iteration 61Q: 3 clusters Score -6527074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6527077.500000 Penalty: 3577.551270
	Iteration 62Q: 3 clusters Score -6527078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6527071.000000 Penalty: 3577.551270
	Iteration 63Q: 3 clusters Score -6527071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6527084.500000 Penalty: 3577.551270
	Iteration 64Q: 3 clusters Score -6527084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6527090.000000 Penalty: 3577.551270
	Iteration 65Q: 3 clusters Score -6527090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6527094.000000 Penalty: 3577.551270
	Iteration 66Q: 3 clusters Score -6527094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6527094.500000 Penalty: 3577.551270
	Iteration 67Q: 3 clusters Score -6527094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6527094.000000 Penalty: 3577.551270
	Iteration 68Q: 3 clusters Score -6527094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6527107.500000 Penalty: 3577.551270
	Iteration 69Q: 3 clusters Score -6527108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6527105.500000 Penalty: 3577.551270
	Iteration 70Q: 3 clusters Score -6527106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6527105.000000 Penalty: 3577.551270
	Iteration 71Q: 3 clusters Score -6527105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6527101.000000 Penalty: 3577.551270
	Iteration 72Q: 3 clusters Score -6527101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6527099.000000 Penalty: 3577.551270
	Iteration 73Q: 3 clusters Score -6527099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6527101.500000 Penalty: 3577.551270
	Iteration 74Q: 3 clusters Score -6527102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6527101.500000 Penalty: 3577.551270
	Iteration 75F: 3 clusters Score -6527102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 4 contains 77008 members 
Mstep: Class 5 contains 27136 members 
Mstep: Class 6 contains 121244 members 
Mstep: Class 7 contains 157035 members 
Mstep: Class 8 contains 32369 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 18 contains 11233 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 23 contains 60346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -8.44723e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 249763 members 
Mstep: Class 4 contains 77730 members 
Mstep: Class 5 contains 27115 members 
Mstep: Class 6 contains 124308 members 
Mstep: Class 7 contains 157842 members 
Mstep: Class 8 contains 32429 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 4809 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 12820 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 23 contains 59423 members 
Entering Unmasked Estep 
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Iteration 40F: 20 clusters Score -8.447462e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 248074 members 
Mstep: Class 4 contains 77383 members 
Mstep: Class 5 contains 26873 members 
Mstep: Class 6 contains 127208 members 
Mstep: Class 7 contains 157803 members 
Mstep: Class 8 contains 32306 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 9672 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 6469 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 12686 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 23 contains 58324 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -8.447648e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 246215 members 
Mstep: Class 4 contains 77311 members 
Mstep: Class 5 contains 26689 members 
Mstep: Class 6 contains 130071 members 
Mstep: Class 7 contains 157766 members 
Mstep: Class 8 contains 32153 members 
Mstep: Class 9 contains 2792 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 2605 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 23 contains 57248 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -8.447651e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 244216 members 
Mstep: Class 4 contains 77343 members 
Mstep: Class 5 contains 26536 members 
Mstep: Class 6 contains 132978 members 
Mstep: Class 7 contains 157835 members 
Mstep: Class 8 contains 32038 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 10061 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 4746 members 
Mstep: Class 18 contains 10911 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 3660 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 23 contains 56133 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -8.447685e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 242095 members 
Mstep: Class 4 contains 77449 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 135934 members 
Mstep: Class 7 contains 157827 members 
Mstep: Class 8 contains 31924 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 10195 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 18 contains 10837 members 
Mstep: Class 19 contains 12434 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 23 contains 55142 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -8.44769e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 239821 members 
Mstep: Class 4 contains 77590 members 
Mstep: Class 5 contains 26400 members 
Mstep: Class 6 contains 138860 members 
Mstep: Class 7 contains 157859 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 6167 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 4668 members 
Mstep: Class 18 contains 10775 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 23 contains 54243 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -8.44763e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 311 members 
Mstep: Class 3 contains 237280 members 
Mstep: Class 4 contains 77764 members 
Mstep: Class 5 contains 26330 members 
Mstep: Class 6 contains 141988 members 
Mstep: Class 7 contains 157945 members 
Mstep: Class 8 contains 31721 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 6116 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 3644 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 23 contains 53308 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -8.447637e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 311 members 
Mstep: Class 3 contains 234462 members 
Mstep: Class 4 contains 77942 members 
Mstep: Class 5 contains 26274 members 
Mstep: Class 6 contains 145360 members 
Mstep: Class 7 contains 158015 members 
Mstep: Class 8 contains 31633 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 10519 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 18 contains 10674 members 
Mstep: Class 19 contains 12294 members 
Mstep: Class 20 contains 3624 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 23 contains 52413 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -8.447661e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 311 members 
Mstep: Class 3 contains 231271 members 
Mstep: Class 4 contains 78119 members 
Mstep: Class 5 contains 26249 members 
Mstep: Class 6 contains 148950 members 
Mstep: Class 7 contains 158164 members 
Mstep: Class 8 contains 31562 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 10623 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 6011 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 18 contains 10642 members 
Mstep: Class 19 contains 12253 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 23 contains 51545 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -8.447647e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 227794 members 
Mstep: Class 4 contains 78280 members 
Mstep: Class 5 contains 26222 members 
Mstep: Class 6 contains 152688 members 
Mstep: Class 7 contains 158381 members 
Mstep: Class 8 contains 31483 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 10717 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 15 contains 4549 members 
Mstep: Class 18 contains 10647 members 
Mstep: Class 19 contains 12226 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 23 contains 50696 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -8.447651e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 223840 members 
Mstep: Class 4 contains 78525 members 
Mstep: Class 5 contains 26221 members 
Mstep: Class 6 contains 156435 members 
Mstep: Class 7 contains 158744 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 23 contains 49966 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -8.447571e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 219617 members 
Mstep: Class 4 contains 78820 members 
Mstep: Class 5 contains 26237 members 
Mstep: Class 6 contains 160029 members 
Mstep: Class 7 contains 159281 members 
Mstep: Class 8 contains 31386 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 5918 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 23 contains 49336 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -8.447506e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 215485 members 
Mstep: Class 4 contains 79194 members 
Mstep: Class 5 contains 26237 members 
Mstep: Class 6 contains 163161 members 
Mstep: Class 7 contains 160041 members 
Mstep: Class 8 contains 31335 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 11013 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 18 contains 10748 members 
Mstep: Class 19 contains 12395 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 23 contains 48756 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -8.447406e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 211676 members 
Mstep: Class 4 contains 79548 members 
Mstep: Class 5 contains 26242 members 
Mstep: Class 6 contains 165865 members 
Mstep: Class 7 contains 160919 members 
Mstep: Class 8 contains 31289 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 23 contains 48275 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -8.447295e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 208304 members 
Mstep: Class 4 contains 79795 members 
Mstep: Class 5 contains 26241 members 
Mstep: Class 6 contains 168109 members 
Mstep: Class 7 contains 161875 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 18 contains 10884 members 
Mstep: Class 19 contains 12512 members 
Mstep: Class 20 contains 3618 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 23 contains 47862 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -8.447178e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 205160 members 
Mstep: Class 4 contains 79965 members 
Mstep: Class 5 contains 26242 members 
Mstep: Class 6 contains 170088 members 
Mstep: Class 7 contains 162889 members 
Mstep: Class 8 contains 31176 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 1403 members 
Mstep: Class 23 contains 47473 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -8.447044e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 202705 members 
Mstep: Class 4 contains 79969 members 
Mstep: Class 5 contains 26263 members 
Mstep: Class 6 contains 171612 members 
Mstep: Class 7 contains 163802 members 
Mstep: Class 8 contains 31136 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1409 members 
Mstep: Class 23 contains 47122 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -8.446985e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 200841 members 
Mstep: Class 4 contains 79864 members 
Mstep: Class 5 contains 26264 members 
Mstep: Class 6 contains 172820 members 
Mstep: Class 7 contains 164591 members 
Mstep: Class 8 contains 31098 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 11155 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 23 contains 46785 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -8.446855e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 199512 members 
Mstep: Class 4 contains 79670 members 
Mstep: Class 5 contains 26260 members 
Mstep: Class 6 contains 173562 members 
Mstep: Class 7 contains 165329 members 
Mstep: Class 8 contains 31074 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 11158 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 12788 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 23 contains 46489 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -8.446824e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 198543 members 
Mstep: Class 4 contains 79384 members 
Mstep: Class 5 contains 26243 members 
Mstep: Class 6 contains 174097 members 
Mstep: Class 7 contains 166033 members 
Mstep: Class 8 contains 31039 members 
Mstep: Class 9 contains 3751 members 
Mstep: Class 10 contains 11146 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 18 contains 11255 members 
Mstep: Class 19 contains 12844 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 23 contains 46246 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -8.44677e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 197941 members 
Mstep: Class 4 contains 79002 members 
Mstep: Class 5 contains 26254 members 
Mstep: Class 6 contains 174297 members 
Mstep: Class 7 contains 166751 members 
Mstep: Class 8 contains 31016 members 
Mstep: Class 9 contains 3790 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 6094 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 12906 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1422 members 
Mstep: Class 23 contains 46014 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -8.446805e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 196664 members 
Mstep: Class 4 contains 78592 members 
Mstep: Class 5 contains 26263 members 
Mstep: Class 6 contains 175254 members 
Mstep: Class 7 contains 167373 members 
Mstep: Class 8 contains 31000 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 18 contains 11368 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 23 contains 45789 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -8.446761e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 195733 members 
Mstep: Class 4 contains 78074 members 
Mstep: Class 5 contains 26264 members 
Mstep: Class 6 contains 175990 members 
Mstep: Class 7 contains 167970 members 
Mstep: Class 8 contains 30981 members 
Mstep: Class 9 contains 3860 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 2148 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 18 contains 11448 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 23 contains 45572 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -8.446753e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 195074 members 
Mstep: Class 4 contains 77455 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 176688 members 
Mstep: Class 7 contains 168387 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 13141 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 23 contains 45393 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -8.446753e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 194658 members 
Mstep: Class 4 contains 76780 members 
Mstep: Class 5 contains 26296 members 
Mstep: Class 6 contains 177219 members 
Mstep: Class 7 contains 168816 members 
Mstep: Class 8 contains 30915 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 2191 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 13244 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 23 contains 45261 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -8.446695e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 194451 members 
Mstep: Class 4 contains 76068 members 
Mstep: Class 5 contains 26293 members 
Mstep: Class 6 contains 177633 members 
Mstep: Class 7 contains 169181 members 
Mstep: Class 8 contains 30893 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 6174 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 23 contains 45147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466072.000000 Penalty: 42000.691406
Iteration 65Q: 20 clusters Score -8.446607e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 194589 members 
Mstep: Class 4 contains 75306 members 
Mstep: Class 5 contains 26296 members 
Mstep: Class 6 contains 177800 members 
Mstep: Class 7 contains 169502 members 
Mstep: Class 8 contains 30880 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 11026 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 18 contains 11763 members 
Mstep: Class 19 contains 13385 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 23 contains 45059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465896.000000 Penalty: 42000.691406
Iteration 66Q: 20 clusters Score -8.44659e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 194882 members 
Mstep: Class 4 contains 74557 members 
Mstep: Class 5 contains 26300 members 
Mstep: Class 6 contains 177935 members 
Mstep: Class 7 contains 169697 members 
Mstep: Class 8 contains 30883 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 12 contains 2507 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 18 contains 11848 members 
Mstep: Class 19 contains 13419 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 23 contains 44971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465280.000000 Penalty: 42000.691406
Iteration 67Q: 20 clusters Score -8.446528e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 195349 members 
Mstep: Class 4 contains 73759 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 177971 members 
Mstep: Class 7 contains 169937 members 
Mstep: Class 8 contains 30874 members 
Mstep: Class 9 contains 4040 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 2369 members 
Mstep: Class 15 contains 4804 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 13464 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 23 contains 44868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464816.000000 Penalty: 42000.691406
Iteration 68Q: 20 clusters Score -8.446482e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 195987 members 
Mstep: Class 4 contains 72901 members 
Mstep: Class 5 contains 26327 members 
Mstep: Class 6 contains 177871 members 
Mstep: Class 7 contains 170167 members 
Mstep: Class 8 contains 30861 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 10967 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 23 contains 44786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84465008.000000 Penalty: 42000.691406
Iteration 69Q: 20 clusters Score -8.446501e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 196834 members 
Mstep: Class 4 contains 71987 members 
Mstep: Class 5 contains 26345 members 
Mstep: Class 6 contains 177674 members 
Mstep: Class 7 contains 170331 members 
Mstep: Class 8 contains 30854 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 10966 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 18 contains 12012 members 
Mstep: Class 19 contains 13606 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 23 contains 44718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464752.000000 Penalty: 42000.691406
Iteration 70Q: 20 clusters Score -8.446475e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 197819 members 
Mstep: Class 4 contains 71048 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 177406 members 
Mstep: Class 7 contains 170505 members 
Mstep: Class 8 contains 30851 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 18 contains 12069 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 23 contains 44651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464600.000000 Penalty: 42000.691406
Iteration 71Q: 20 clusters Score -8.44646e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 198910 members 
Mstep: Class 4 contains 70019 members 
Mstep: Class 5 contains 26369 members 
Mstep: Class 6 contains 177088 members 
Mstep: Class 7 contains 170710 members 
Mstep: Class 8 contains 30843 members 
Mstep: Class 9 contains 4090 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 2510 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 18 contains 12123 members 
Mstep: Class 19 contains 13727 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 23 contains 44583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464464.000000 Penalty: 42000.691406
Iteration 72Q: 20 clusters Score -8.446446e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 200034 members 
Mstep: Class 4 contains 68939 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 176782 members 
Mstep: Class 7 contains 170919 members 
Mstep: Class 8 contains 30837 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 10905 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 13793 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 23 contains 44492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464424.000000 Penalty: 42000.691406
Iteration 73Q: 20 clusters Score -8.446442e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 201281 members 
Mstep: Class 4 contains 67830 members 
Mstep: Class 5 contains 26394 members 
Mstep: Class 6 contains 176516 members 
Mstep: Class 7 contains 171075 members 
Mstep: Class 8 contains 30818 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 10897 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 13860 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 23 contains 44378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464320.000000 Penalty: 42000.691406
Iteration 74Q: 20 clusters Score -8.446432e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 202616 members 
Mstep: Class 4 contains 66722 members 
Mstep: Class 5 contains 26397 members 
Mstep: Class 6 contains 176206 members 
Mstep: Class 7 contains 171167 members 
Mstep: Class 8 contains 30812 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 10886 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 6609 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 23 contains 44293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463896.000000 Penalty: 42000.691406
Iteration 75Q: 20 clusters Score -8.44639e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 203957 members 
Mstep: Class 4 contains 65652 members 
Mstep: Class 5 contains 26391 members 
Mstep: Class 6 contains 175775 members 
Mstep: Class 7 contains 171347 members 
Mstep: Class 8 contains 30812 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 18 contains 12287 members 
Mstep: Class 19 contains 14012 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 23 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84463768.000000 Penalty: 42000.691406
Iteration 76Q: 20 clusters Score -8.446377e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 312 members 
Mstep: Class 3 contains 205336 members 
Mstep: Class 4 contains 64663 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 175308 members 
Mstep: Class 7 contains 171531 members 
Mstep: Class 8 contains 30811 members 
Mstep: Class 9 contains 4120 members 
Mstep: Class 10 contains 10859 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 18 contains 12317 members 
Mstep: Class 19 contains 14052 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 23 contains 44155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464336.000000 Penalty: 42000.691406
Iteration 77Q: 20 clusters Score -8.446434e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 206822 members 
Mstep: Class 4 contains 63643 members 
Mstep: Class 5 contains 26363 members 
Mstep: Class 6 contains 174831 members 
Mstep: Class 7 contains 171693 members 
Mstep: Class 8 contains 30802 members 
Mstep: Class 9 contains 4130 members 
Mstep: Class 10 contains 10849 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 18 contains 12354 members 
Mstep: Class 19 contains 14070 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 23 contains 44064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84464784.000000 Penalty: 42000.691406
Iteration 78Q: 20 clusters Score -8.446478e+07 nChanged 5026
Entering ConstructFrom: 
Score: -84464784.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (27370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Entering Unmasked Estep 
Score: -2848766.500000 Penalty: 1660.295532
	Iteration 0F: 2 clusters Score -2848766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2830291.250000 Penalty: 3320.591064
	Iteration 0F: 3 clusters Score -2830291 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2837185.500000 Penalty: 3320.591064
	Iteration 1F: 3 clusters Score -2837186 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2837515.250000 Penalty: 3320.591064
	Iteration 2Q: 3 clusters Score -2837515 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2837859.750000 Penalty: 3320.591064
	Iteration 3Q: 3 clusters Score -2837860 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2838280.250000 Penalty: 3320.591064
	Iteration 4Q: 3 clusters Score -2838280 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2838911.750000 Penalty: 3320.591064
	Iteration 5Q: 3 clusters Score -2838912 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2839898.750000 Penalty: 3320.591064
	Iteration 6F: 3 clusters Score -2839899 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2841472.500000 Penalty: 3320.591064
	Iteration 7F: 3 clusters Score -2841472 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2843404.000000 Penalty: 3320.591064
	Iteration 8F: 3 clusters Score -2843404 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2845276.250000 Penalty: 3320.591064
	Iteration 9F: 3 clusters Score -2845276 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2846804.000000 Penalty: 3320.591064
	Iteration 10F: 3 clusters Score -2846804 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2847773.750000 Penalty: 3320.591064
	Iteration 11Q: 3 clusters Score -2847774 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2848072.000000 Penalty: 3320.591064
	Iteration 12Q: 3 clusters Score -2848072 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2848303.500000 Penalty: 3320.591064
	Iteration 13Q: 3 clusters Score -2848304 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2848458.250000 Penalty: 3320.591064
	Iteration 14Q: 3 clusters Score -2848458 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2848498.750000 Penalty: 3320.591064
	Iteration 15Q: 3 clusters Score -2848499 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2848535.250000 Penalty: 3320.591064
	Iteration 16Q: 3 clusters Score -2848535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2848557.250000 Penalty: 3320.591064
	Iteration 17Q: 3 clusters Score -2848557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2848565.000000 Penalty: 3320.591064
	Iteration 18Q: 3 clusters Score -2848565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2848568.750000 Penalty: 3320.591064
	Iteration 19Q: 3 clusters Score -2848569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2848569.750000 Penalty: 3320.591064
	Iteration 20F: 3 clusters Score -2848570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2848571.500000 Penalty: 3320.591064
	Iteration 21Q: 3 clusters Score -2848572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2848568.500000 Penalty: 3320.591064
	Iteration 22Q: 3 clusters Score -2848568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2848567.000000 Penalty: 3320.591064
	Iteration 23Q: 3 clusters Score -2848567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2848567.500000 Penalty: 3320.591064
	Iteration 24Q: 3 clusters Score -2848568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2848568.500000 Penalty: 3320.591064
	Iteration 25Q: 3 clusters Score -2848568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2848573.500000 Penalty: 3320.591064
	Iteration 26Q: 3 clusters Score -2848574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2848570.000000 Penalty: 3320.591064
	Iteration 27Q: 3 clusters Score -2848570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2848572.250000 Penalty: 3320.591064
	Iteration 28Q: 3 clusters Score -2848572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2848574.500000 Penalty: 3320.591064
	Iteration 29Q: 3 clusters Score -2848574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2848572.500000 Penalty: 3320.591064
	Iteration 30Q: 3 clusters Score -2848572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2848572.500000 Penalty: 3320.591064
	Iteration 31F: 3 clusters Score -2848572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -23728.128906 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -23728.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23069.439453 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -23069.44 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23922.109375 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -23922.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24491.800781 Penalty: 1868.552734
	Iteration 2F: 3 clusters Score -24491.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24670.287109 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -24670.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24706.166016 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -24706.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24707.896484 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -24707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24707.896484 Penalty: 1868.552734
	Iteration 6F: 3 clusters Score -24707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 208356 members 
Mstep: Class 4 contains 62694 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 174257 members 
Mstep: Class 7 contains 171808 members 
Mstep: Class 8 contains 30816 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 11 contains 115 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 18 contains 12379 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 23 contains 43966 members 
Entering Unmasked Estep 
Score: -84464432.000000 Penalty: 44211.253906
Splitting cluster 2 changes total score from -84464784.000000 to -84464432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (208356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208356 members 
Entering Unmasked Estep 
Score: -22149434.000000 Penalty: 1990.138062
	Iteration 0F: 2 clusters Score -2.214943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -22013978.000000 Penalty: 3980.276123
	Iteration 0F: 3 clusters Score -2.201398e+07 nChanged 101079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -22073118.000000 Penalty: 3980.276123
	Iteration 1F: 3 clusters Score -2.207312e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -22073946.000000 Penalty: 3980.276123
	Iteration 2Q: 3 clusters Score -2.207395e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -22075064.000000 Penalty: 3980.276123
	Iteration 3Q: 3 clusters Score -2.207506e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -22077022.000000 Penalty: 3980.276123
	Iteration 4Q: 3 clusters Score -2.207702e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 127400 members 
Entering Unmasked Estep 
Score: -22080444.000000 Penalty: 3980.276123
	Iteration 5Q: 3 clusters Score -2.208044e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -22087346.000000 Penalty: 3980.276123
	Iteration 6F: 3 clusters Score -2.208735e+07 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 155243 members 
Entering Unmasked Estep 
Score: -22099200.000000 Penalty: 3980.276123
	Iteration 7F: 3 clusters Score -2.20992e+07 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 173819 members 
Entering Unmasked Estep 
Score: -22114932.000000 Penalty: 3980.276123
	Iteration 8F: 3 clusters Score -2.211493e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 190099 members 
Entering Unmasked Estep 
Score: -22130162.000000 Penalty: 3980.276123
	Iteration 9F: 3 clusters Score -2.213016e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 200369 members 
Entering Unmasked Estep 
Score: -22140248.000000 Penalty: 3980.276123
	Iteration 10Q: 3 clusters Score -2.214025e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 205089 members 
Entering Unmasked Estep 
Score: -22144702.000000 Penalty: 3980.276123
	Iteration 11Q: 3 clusters Score -2.21447e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -22146512.000000 Penalty: 3980.276123
	Iteration 12Q: 3 clusters Score -2.214651e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 207577 members 
Entering Unmasked Estep 
Score: -22147200.000000 Penalty: 3980.276123
	Iteration 13Q: 3 clusters Score -2.21472e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 207831 members 
Entering Unmasked Estep 
Score: -22147406.000000 Penalty: 3980.276123
	Iteration 14Q: 3 clusters Score -2.214741e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207940 members 
Entering Unmasked Estep 
Score: -22147530.000000 Penalty: 3980.276123
	Iteration 15Q: 3 clusters Score -2.214753e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 207996 members 
Entering Unmasked Estep 
Score: -22147562.000000 Penalty: 3980.276123
	Iteration 16Q: 3 clusters Score -2.214756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -22147620.000000 Penalty: 3980.276123
	Iteration 17Q: 3 clusters Score -2.214762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 208042 members 
Entering Unmasked Estep 
Score: -22147640.000000 Penalty: 3980.276123
	Iteration 18Q: 3 clusters Score -2.214764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 208051 members 
Entering Unmasked Estep 
Score: -22147642.000000 Penalty: 3980.276123
	Iteration 19Q: 3 clusters Score -2.214764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 208056 members 
Entering Unmasked Estep 
Score: -22147634.000000 Penalty: 3980.276123
	Iteration 20F: 3 clusters Score -2.214763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -22147670.000000 Penalty: 3980.276123
	Iteration 21Q: 3 clusters Score -2.214767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -22147666.000000 Penalty: 3980.276123
	Iteration 22Q: 3 clusters Score -2.214767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208063 members 
Entering Unmasked Estep 
Score: -22147688.000000 Penalty: 3980.276123
	Iteration 23Q: 3 clusters Score -2.214769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208063 members 
Entering Unmasked Estep 
Score: -22147688.000000 Penalty: 3980.276123
	Iteration 24Q: 3 clusters Score -2.214769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -22147694.000000 Penalty: 3980.276123
	Iteration 25Q: 3 clusters Score -2.214769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -22147694.000000 Penalty: 3980.276123
	Iteration 26F: 3 clusters Score -2.214769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Entering Unmasked Estep 
Score: -6647261.500000 Penalty: 1794.978516
	Iteration 0F: 2 clusters Score -6647262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -6605278.000000 Penalty: 3589.957031
	Iteration 0F: 3 clusters Score -6605278 nChanged 29652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -6622351.000000 Penalty: 3589.957031
	Iteration 1F: 3 clusters Score -6622351 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6622968.000000 Penalty: 3589.957031
	Iteration 2Q: 3 clusters Score -6622968 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6623940.500000 Penalty: 3589.957031
	Iteration 3Q: 3 clusters Score -6623940 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -6625482.500000 Penalty: 3589.957031
	Iteration 4F: 3 clusters Score -6625482 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6627866.000000 Penalty: 3589.957031
	Iteration 5F: 3 clusters Score -6627866 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6631573.500000 Penalty: 3589.957031
	Iteration 6F: 3 clusters Score -6631574 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6636169.000000 Penalty: 3589.957031
	Iteration 7F: 3 clusters Score -6636169 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6640571.500000 Penalty: 3589.957031
	Iteration 8F: 3 clusters Score -6640572 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -6643701.000000 Penalty: 3589.957031
	Iteration 9Q: 3 clusters Score -6643701 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -6645041.000000 Penalty: 3589.957031
	Iteration 10Q: 3 clusters Score -6645041 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -6645426.500000 Penalty: 3589.957031
	Iteration 11Q: 3 clusters Score -6645426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -6645556.000000 Penalty: 3589.957031
	Iteration 12Q: 3 clusters Score -6645556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -6645617.000000 Penalty: 3589.957031
	Iteration 13Q: 3 clusters Score -6645617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -6645650.500000 Penalty: 3589.957031
	Iteration 14Q: 3 clusters Score -6645650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -6645679.500000 Penalty: 3589.957031
	Iteration 15Q: 3 clusters Score -6645680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -6645687.500000 Penalty: 3589.957031
	Iteration 16Q: 3 clusters Score -6645688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -6645690.500000 Penalty: 3589.957031
	Iteration 17Q: 3 clusters Score -6645690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -6645690.500000 Penalty: 3589.957031
	Iteration 18F: 3 clusters Score -6645690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Entering Unmasked Estep 
Score: -2722890.250000 Penalty: 1654.166992
	Iteration 0F: 2 clusters Score -2722890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2705067.250000 Penalty: 3308.333984
	Iteration 0F: 3 clusters Score -2705067 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2712074.250000 Penalty: 3308.333984
	Iteration 1F: 3 clusters Score -2712074 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2712776.500000 Penalty: 3308.333984
	Iteration 2F: 3 clusters Score -2712776 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2713729.500000 Penalty: 3308.333984
	Iteration 3F: 3 clusters Score -2713730 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2715106.250000 Penalty: 3308.333984
	Iteration 4F: 3 clusters Score -2715106 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2716828.250000 Penalty: 3308.333984
	Iteration 5F: 3 clusters Score -2716828 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2718545.250000 Penalty: 3308.333984
	Iteration 6F: 3 clusters Score -2718545 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2719916.750000 Penalty: 3308.333984
	Iteration 7F: 3 clusters Score -2719917 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2720756.500000 Penalty: 3308.333984
	Iteration 8Q: 3 clusters Score -2720756 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2721255.750000 Penalty: 3308.333984
	Iteration 9Q: 3 clusters Score -2721256 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2721531.250000 Penalty: 3308.333984
	Iteration 10Q: 3 clusters Score -2721531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2721693.000000 Penalty: 3308.333984
	Iteration 11Q: 3 clusters Score -2721693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2721802.000000 Penalty: 3308.333984
	Iteration 12Q: 3 clusters Score -2721802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2721870.250000 Penalty: 3308.333984
	Iteration 13Q: 3 clusters Score -2721870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2721962.250000 Penalty: 3308.333984
	Iteration 14Q: 3 clusters Score -2721962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2722023.000000 Penalty: 3308.333984
	Iteration 15Q: 3 clusters Score -2722023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -2722072.250000 Penalty: 3308.333984
	Iteration 16Q: 3 clusters Score -2722072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2722120.500000 Penalty: 3308.333984
	Iteration 17Q: 3 clusters Score -2722120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2722162.000000 Penalty: 3308.333984
	Iteration 18Q: 3 clusters Score -2722162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2722198.750000 Penalty: 3308.333984
	Iteration 19Q: 3 clusters Score -2722199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2722231.000000 Penalty: 3308.333984
	Iteration 20F: 3 clusters Score -2722231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2722249.250000 Penalty: 3308.333984
	Iteration 21Q: 3 clusters Score -2722249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2722266.000000 Penalty: 3308.333984
	Iteration 22Q: 3 clusters Score -2722266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2722276.750000 Penalty: 3308.333984
	Iteration 23Q: 3 clusters Score -2722277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2722281.750000 Penalty: 3308.333984
	Iteration 24Q: 3 clusters Score -2722282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -2722282.750000 Penalty: 3308.333984
	Iteration 25Q: 3 clusters Score -2722283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2722285.250000 Penalty: 3308.333984
	Iteration 26Q: 3 clusters Score -2722285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2722287.750000 Penalty: 3308.333984
	Iteration 27Q: 3 clusters Score -2722288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2722287.750000 Penalty: 3308.333984
	Iteration 28F: 3 clusters Score -2722288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174257 members 
Entering Unmasked Estep 
Score: -18687460.000000 Penalty: 1961.096680
	Iteration 0F: 2 clusters Score -1.868746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -18580282.000000 Penalty: 3922.193359
	Iteration 0F: 3 clusters Score -1.858028e+07 nChanged 84053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -18629880.000000 Penalty: 3922.193359
	Iteration 1F: 3 clusters Score -1.862988e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -18631204.000000 Penalty: 3922.193359
	Iteration 2Q: 3 clusters Score -1.86312e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -18633030.000000 Penalty: 3922.193359
	Iteration 3Q: 3 clusters Score -1.863303e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -18635468.000000 Penalty: 3922.193359
	Iteration 4Q: 3 clusters Score -1.863547e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -18639062.000000 Penalty: 3922.193359
	Iteration 5Q: 3 clusters Score -1.863906e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -18644604.000000 Penalty: 3922.193359
	Iteration 6F: 3 clusters Score -1.86446e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -18652570.000000 Penalty: 3922.193359
	Iteration 7F: 3 clusters Score -1.865257e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -18662198.000000 Penalty: 3922.193359
	Iteration 8F: 3 clusters Score -1.86622e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -18668400.000000 Penalty: 3922.193359
	Iteration 9F: 3 clusters Score -1.86684e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -18670798.000000 Penalty: 3922.193359
	Iteration 10Q: 3 clusters Score -1.86708e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 115452 members 
Entering Unmasked Estep 
Score: -18672092.000000 Penalty: 3922.193359
	Iteration 11Q: 3 clusters Score -1.867209e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -18673290.000000 Penalty: 3922.193359
	Iteration 12Q: 3 clusters Score -1.867329e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -18674384.000000 Penalty: 3922.193359
	Iteration 13Q: 3 clusters Score -1.867438e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 126511 members 
Entering Unmasked Estep 
Score: -18675364.000000 Penalty: 3922.193359
	Iteration 14Q: 3 clusters Score -1.867536e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -18676786.000000 Penalty: 3922.193359
	Iteration 15Q: 3 clusters Score -1.867679e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -18678066.000000 Penalty: 3922.193359
	Iteration 16Q: 3 clusters Score -1.867807e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 137828 members 
Entering Unmasked Estep 
Score: -18679472.000000 Penalty: 3922.193359
	Iteration 17Q: 3 clusters Score -1.867947e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -18680788.000000 Penalty: 3922.193359
	Iteration 18Q: 3 clusters Score -1.868079e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 145124 members 
Entering Unmasked Estep 
Score: -18682092.000000 Penalty: 3922.193359
	Iteration 19Q: 3 clusters Score -1.868209e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 148867 members 
Entering Unmasked Estep 
Score: -18683396.000000 Penalty: 3922.193359
	Iteration 20F: 3 clusters Score -1.86834e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -18684346.000000 Penalty: 3922.193359
	Iteration 21Q: 3 clusters Score -1.868435e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 156151 members 
Entering Unmasked Estep 
Score: -18684886.000000 Penalty: 3922.193359
	Iteration 22Q: 3 clusters Score -1.868489e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -18685244.000000 Penalty: 3922.193359
	Iteration 23Q: 3 clusters Score -1.868524e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 162408 members 
Entering Unmasked Estep 
Score: -18685246.000000 Penalty: 3922.193359
	Iteration 24Q: 3 clusters Score -1.868525e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -18685276.000000 Penalty: 3922.193359
	Iteration 25Q: 3 clusters Score -1.868528e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -18685356.000000 Penalty: 3922.193359
	Iteration 26Q: 3 clusters Score -1.868536e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -18685304.000000 Penalty: 3922.193359
	Iteration 27Q: 3 clusters Score -1.86853e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 170609 members 
Entering Unmasked Estep 
Score: -18685540.000000 Penalty: 3922.193359
	Iteration 28Q: 3 clusters Score -1.868554e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -18685602.000000 Penalty: 3922.193359
	Iteration 29Q: 3 clusters Score -1.86856e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 172413 members 
Entering Unmasked Estep 
Score: -18685634.000000 Penalty: 3922.193359
	Iteration 30Q: 3 clusters Score -1.868563e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 172962 members 
Entering Unmasked Estep 
Score: -18685770.000000 Penalty: 3922.193359
	Iteration 31Q: 3 clusters Score -1.868577e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -18685824.000000 Penalty: 3922.193359
	Iteration 32Q: 3 clusters Score -1.868582e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 173574 members 
Entering Unmasked Estep 
Score: -18685858.000000 Penalty: 3922.193359
	Iteration 33Q: 3 clusters Score -1.868586e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 173710 members 
Entering Unmasked Estep 
Score: -18685864.000000 Penalty: 3922.193359
	Iteration 34Q: 3 clusters Score -1.868586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 173800 members 
Entering Unmasked Estep 
Score: -18685890.000000 Penalty: 3922.193359
	Iteration 35Q: 3 clusters Score -1.868589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -18685874.000000 Penalty: 3922.193359
	Iteration 36Q: 3 clusters Score -1.868587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -18685904.000000 Penalty: 3922.193359
	Iteration 37Q: 3 clusters Score -1.86859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -18685924.000000 Penalty: 3922.193359
	Iteration 38Q: 3 clusters Score -1.868592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -18685924.000000 Penalty: 3922.193359
	Iteration 39Q: 3 clusters Score -1.868592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 173933 members 
Entering Unmasked Estep 
Score: -18685926.000000 Penalty: 3922.193359
	Iteration 40F: 3 clusters Score -1.868593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -18685920.000000 Penalty: 3922.193359
	Iteration 41Q: 3 clusters Score -1.868592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 173943 members 
Entering Unmasked Estep 
Score: -18685910.000000 Penalty: 3922.193359
	Iteration 42Q: 3 clusters Score -1.868591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -18685912.000000 Penalty: 3922.193359
	Iteration 43Q: 3 clusters Score -1.868591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -18685914.000000 Penalty: 3922.193359
	Iteration 44Q: 3 clusters Score -1.868591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -18685910.000000 Penalty: 3922.193359
	Iteration 45Q: 3 clusters Score -1.868591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -18685916.000000 Penalty: 3922.193359
	Iteration 46Q: 3 clusters Score -1.868592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -18685926.000000 Penalty: 3922.193359
	Iteration 47Q: 3 clusters Score -1.868593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -18685926.000000 Penalty: 3922.193359
	Iteration 48F: 3 clusters Score -1.868593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Entering Unmasked Estep 
Score: -18369574.000000 Penalty: 1958.796509
	Iteration 0F: 2 clusters Score -1.836957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -18259876.000000 Penalty: 3917.593018
	Iteration 0F: 3 clusters Score -1.825988e+07 nChanged 83108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -18308920.000000 Penalty: 3917.593018
	Iteration 1F: 3 clusters Score -1.830892e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -18309478.000000 Penalty: 3917.593018
	Iteration 2Q: 3 clusters Score -1.830948e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -18309994.000000 Penalty: 3917.593018
	Iteration 3Q: 3 clusters Score -1.830999e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -18310724.000000 Penalty: 3917.593018
	Iteration 4Q: 3 clusters Score -1.831072e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
Score: -18311658.000000 Penalty: 3917.593018
	Iteration 5Q: 3 clusters Score -1.831166e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -18313062.000000 Penalty: 3917.593018
	Iteration 6Q: 3 clusters Score -1.831306e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -18315430.000000 Penalty: 3917.593018
	Iteration 7Q: 3 clusters Score -1.831543e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -18318974.000000 Penalty: 3917.593018
	Iteration 8Q: 3 clusters Score -1.831897e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -18324338.000000 Penalty: 3917.593018
	Iteration 9F: 3 clusters Score -1.832434e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -18332398.000000 Penalty: 3917.593018
	Iteration 10F: 3 clusters Score -1.83324e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -18341524.000000 Penalty: 3917.593018
	Iteration 11F: 3 clusters Score -1.834152e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -18348084.000000 Penalty: 3917.593018
	Iteration 12F: 3 clusters Score -1.834808e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -18350584.000000 Penalty: 3917.593018
	Iteration 13Q: 3 clusters Score -1.835058e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -18351410.000000 Penalty: 3917.593018
	Iteration 14Q: 3 clusters Score -1.835141e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -18351746.000000 Penalty: 3917.593018
	Iteration 15Q: 3 clusters Score -1.835175e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -18352026.000000 Penalty: 3917.593018
	Iteration 16Q: 3 clusters Score -1.835203e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -18352318.000000 Penalty: 3917.593018
	Iteration 17Q: 3 clusters Score -1.835232e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -18352498.000000 Penalty: 3917.593018
	Iteration 18Q: 3 clusters Score -1.83525e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -18352714.000000 Penalty: 3917.593018
	Iteration 19Q: 3 clusters Score -1.835271e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -18352926.000000 Penalty: 3917.593018
	Iteration 20F: 3 clusters Score -1.835293e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -18353224.000000 Penalty: 3917.593018
	Iteration 21Q: 3 clusters Score -1.835322e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -18353490.000000 Penalty: 3917.593018
	Iteration 22Q: 3 clusters Score -1.835349e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -18353796.000000 Penalty: 3917.593018
	Iteration 23Q: 3 clusters Score -1.83538e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -18354024.000000 Penalty: 3917.593018
	Iteration 24Q: 3 clusters Score -1.835402e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -18354402.000000 Penalty: 3917.593018
	Iteration 25Q: 3 clusters Score -1.83544e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -18354740.000000 Penalty: 3917.593018
	Iteration 26Q: 3 clusters Score -1.835474e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -18355036.000000 Penalty: 3917.593018
	Iteration 27Q: 3 clusters Score -1.835504e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -18355306.000000 Penalty: 3917.593018
	Iteration 28Q: 3 clusters Score -1.835531e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -18355656.000000 Penalty: 3917.593018
	Iteration 29Q: 3 clusters Score -1.835566e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -18356064.000000 Penalty: 3917.593018
	Iteration 30Q: 3 clusters Score -1.835606e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -18356466.000000 Penalty: 3917.593018
	Iteration 31Q: 3 clusters Score -1.835647e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -18356750.000000 Penalty: 3917.593018
	Iteration 32Q: 3 clusters Score -1.835675e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -18357126.000000 Penalty: 3917.593018
	Iteration 33Q: 3 clusters Score -1.835713e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 111655 members 
Entering Unmasked Estep 
Score: -18357556.000000 Penalty: 3917.593018
	Iteration 34Q: 3 clusters Score -1.835756e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 112934 members 
Entering Unmasked Estep 
Score: -18357922.000000 Penalty: 3917.593018
	Iteration 35Q: 3 clusters Score -1.835792e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -18358320.000000 Penalty: 3917.593018
	Iteration 36Q: 3 clusters Score -1.835832e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -18358496.000000 Penalty: 3917.593018
	Iteration 37Q: 3 clusters Score -1.83585e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -18358916.000000 Penalty: 3917.593018
	Iteration 38Q: 3 clusters Score -1.835892e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -18359290.000000 Penalty: 3917.593018
	Iteration 39Q: 3 clusters Score -1.835929e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -18359574.000000 Penalty: 3917.593018
	Iteration 40F: 3 clusters Score -1.835957e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 121214 members 
Entering Unmasked Estep 
Score: -18359958.000000 Penalty: 3917.593018
	Iteration 41Q: 3 clusters Score -1.835996e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -18360408.000000 Penalty: 3917.593018
	Iteration 42Q: 3 clusters Score -1.836041e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 124269 members 
Entering Unmasked Estep 
Score: -18360696.000000 Penalty: 3917.593018
	Iteration 43Q: 3 clusters Score -1.83607e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 125747 members 
Entering Unmasked Estep 
Score: -18361028.000000 Penalty: 3917.593018
	Iteration 44Q: 3 clusters Score -1.836103e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 127237 members 
Entering Unmasked Estep 
Score: -18361350.000000 Penalty: 3917.593018
	Iteration 45Q: 3 clusters Score -1.836135e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -18361806.000000 Penalty: 3917.593018
	Iteration 46Q: 3 clusters Score -1.836181e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 130406 members 
Entering Unmasked Estep 
Score: -18362174.000000 Penalty: 3917.593018
	Iteration 47Q: 3 clusters Score -1.836217e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 131991 members 
Entering Unmasked Estep 
Score: -18362502.000000 Penalty: 3917.593018
	Iteration 48Q: 3 clusters Score -1.83625e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 133584 members 
Entering Unmasked Estep 
Score: -18362894.000000 Penalty: 3917.593018
	Iteration 49Q: 3 clusters Score -1.836289e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -18363316.000000 Penalty: 3917.593018
	Iteration 50Q: 3 clusters Score -1.836332e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 136898 members 
Entering Unmasked Estep 
Score: -18363784.000000 Penalty: 3917.593018
	Iteration 51Q: 3 clusters Score -1.836378e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 138534 members 
Entering Unmasked Estep 
Score: -18364134.000000 Penalty: 3917.593018
	Iteration 52Q: 3 clusters Score -1.836413e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -18364494.000000 Penalty: 3917.593018
	Iteration 53Q: 3 clusters Score -1.836449e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 141904 members 
Entering Unmasked Estep 
Score: -18364826.000000 Penalty: 3917.593018
	Iteration 54Q: 3 clusters Score -1.836483e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -18365260.000000 Penalty: 3917.593018
	Iteration 55Q: 3 clusters Score -1.836526e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 145184 members 
Entering Unmasked Estep 
Score: -18365748.000000 Penalty: 3917.593018
	Iteration 56Q: 3 clusters Score -1.836575e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -18366266.000000 Penalty: 3917.593018
	Iteration 57Q: 3 clusters Score -1.836627e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -18366592.000000 Penalty: 3917.593018
	Iteration 58Q: 3 clusters Score -1.836659e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 149804 members 
Entering Unmasked Estep 
Score: -18366878.000000 Penalty: 3917.593018
	Iteration 59Q: 3 clusters Score -1.836688e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 151178 members 
Entering Unmasked Estep 
Score: -18367172.000000 Penalty: 3917.593018
	Iteration 60F: 3 clusters Score -1.836717e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 152547 members 
Entering Unmasked Estep 
Score: -18367424.000000 Penalty: 3917.593018
	Iteration 61Q: 3 clusters Score -1.836742e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -18367536.000000 Penalty: 3917.593018
	Iteration 62Q: 3 clusters Score -1.836754e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -18367632.000000 Penalty: 3917.593018
	Iteration 63Q: 3 clusters Score -1.836763e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -18367716.000000 Penalty: 3917.593018
	Iteration 64Q: 3 clusters Score -1.836772e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -18367832.000000 Penalty: 3917.593018
	Iteration 65Q: 3 clusters Score -1.836783e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -18367964.000000 Penalty: 3917.593018
	Iteration 66Q: 3 clusters Score -1.836796e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 158572 members 
Entering Unmasked Estep 
Score: -18368002.000000 Penalty: 3917.593018
	Iteration 67Q: 3 clusters Score -1.8368e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -18368122.000000 Penalty: 3917.593018
	Iteration 68Q: 3 clusters Score -1.836812e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 160060 members 
Entering Unmasked Estep 
Score: -18368222.000000 Penalty: 3917.593018
	Iteration 69Q: 3 clusters Score -1.836822e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 160729 members 
Entering Unmasked Estep 
Score: -18368224.000000 Penalty: 3917.593018
	Iteration 70Q: 3 clusters Score -1.836822e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -18368242.000000 Penalty: 3917.593018
	Iteration 71Q: 3 clusters Score -1.836824e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -18368322.000000 Penalty: 3917.593018
	Iteration 72Q: 3 clusters Score -1.836832e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 162395 members 
Entering Unmasked Estep 
Score: -18368394.000000 Penalty: 3917.593018
	Iteration 73Q: 3 clusters Score -1.836839e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -18368424.000000 Penalty: 3917.593018
	Iteration 74Q: 3 clusters Score -1.836842e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -18368442.000000 Penalty: 3917.593018
	Iteration 75Q: 3 clusters Score -1.836844e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -18368472.000000 Penalty: 3917.593018
	Iteration 76Q: 3 clusters Score -1.836847e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -18368510.000000 Penalty: 3917.593018
	Iteration 77Q: 3 clusters Score -1.836851e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -18368574.000000 Penalty: 3917.593018
	Iteration 78Q: 3 clusters Score -1.836857e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 164625 members 
Entering Unmasked Estep 
Score: -18368606.000000 Penalty: 3917.593018
	Iteration 79Q: 3 clusters Score -1.836861e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -18368578.000000 Penalty: 3917.593018
	Iteration 80F: 3 clusters Score -1.836858e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 165124 members 
Entering Unmasked Estep 
Score: -18368612.000000 Penalty: 3917.593018
	Iteration 81Q: 3 clusters Score -1.836861e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -18368668.000000 Penalty: 3917.593018
	Iteration 82Q: 3 clusters Score -1.836867e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -18368720.000000 Penalty: 3917.593018
	Iteration 83Q: 3 clusters Score -1.836872e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -18368756.000000 Penalty: 3917.593018
	Iteration 84Q: 3 clusters Score -1.836876e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -18368752.000000 Penalty: 3917.593018
	Iteration 85Q: 3 clusters Score -1.836875e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -18368718.000000 Penalty: 3917.593018
	Iteration 86Q: 3 clusters Score -1.836872e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 166297 members 
Entering Unmasked Estep 
Score: -18368728.000000 Penalty: 3917.593018
	Iteration 87Q: 3 clusters Score -1.836873e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -18368704.000000 Penalty: 3917.593018
	Iteration 88Q: 3 clusters Score -1.83687e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 166578 members 
Entering Unmasked Estep 
Score: -18368712.000000 Penalty: 3917.593018
	Iteration 89Q: 3 clusters Score -1.836871e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 166675 members 
Entering Unmasked Estep 
Score: -18368750.000000 Penalty: 3917.593018
	Iteration 90Q: 3 clusters Score -1.836875e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -18368774.000000 Penalty: 3917.593018
	Iteration 91Q: 3 clusters Score -1.836877e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -18368798.000000 Penalty: 3917.593018
	Iteration 92Q: 3 clusters Score -1.83688e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -18368816.000000 Penalty: 3917.593018
	Iteration 93Q: 3 clusters Score -1.836882e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -18368844.000000 Penalty: 3917.593018
	Iteration 94Q: 3 clusters Score -1.836884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 167141 members 
Entering Unmasked Estep 
Score: -18368854.000000 Penalty: 3917.593018
	Iteration 95Q: 3 clusters Score -1.836885e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -18368846.000000 Penalty: 3917.593018
	Iteration 96Q: 3 clusters Score -1.836885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -18368844.000000 Penalty: 3917.593018
	Iteration 97Q: 3 clusters Score -1.836884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 167295 members 
Entering Unmasked Estep 
Score: -18368846.000000 Penalty: 3917.593018
	Iteration 98Q: 3 clusters Score -1.836885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -18368844.000000 Penalty: 3917.593018
	Iteration 99Q: 3 clusters Score -1.836884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -18368858.000000 Penalty: 3917.593018
	Iteration 100F: 3 clusters Score -1.836886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -18368858.000000 Penalty: 3917.593018
	Iteration 101Q: 3 clusters Score -1.836886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -18368856.000000 Penalty: 3917.593018
	Iteration 102Q: 3 clusters Score -1.836886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 167458 members 
Entering Unmasked Estep 
Score: -18368854.000000 Penalty: 3917.593018
	Iteration 103Q: 3 clusters Score -1.836885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 167489 members 
Entering Unmasked Estep 
Score: -18368870.000000 Penalty: 3917.593018
	Iteration 104Q: 3 clusters Score -1.836887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -18368870.000000 Penalty: 3917.593018
	Iteration 105Q: 3 clusters Score -1.836887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -18368860.000000 Penalty: 3917.593018
	Iteration 106Q: 3 clusters Score -1.836886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 167561 members 
Entering Unmasked Estep 
Score: -18368860.000000 Penalty: 3917.593018
	Iteration 107Q: 3 clusters Score -1.836886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -18368842.000000 Penalty: 3917.593018
	Iteration 108Q: 3 clusters Score -1.836884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -18368838.000000 Penalty: 3917.593018
	Iteration 109Q: 3 clusters Score -1.836884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -18368826.000000 Penalty: 3917.593018
	Iteration 110Q: 3 clusters Score -1.836883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -18368828.000000 Penalty: 3917.593018
	Iteration 111Q: 3 clusters Score -1.836883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -18368826.000000 Penalty: 3917.593018
	Iteration 112Q: 3 clusters Score -1.836883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 167634 members 
Entering Unmasked Estep 
Score: -18368822.000000 Penalty: 3917.593018
	Iteration 113Q: 3 clusters Score -1.836882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 167639 members 
Entering Unmasked Estep 
Score: -18368824.000000 Penalty: 3917.593018
	Iteration 114Q: 3 clusters Score -1.836882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 167647 members 
Entering Unmasked Estep 
Score: -18368826.000000 Penalty: 3917.593018
	Iteration 115Q: 3 clusters Score -1.836883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -18368830.000000 Penalty: 3917.593018
	Iteration 116Q: 3 clusters Score -1.836883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -18368834.000000 Penalty: 3917.593018
	Iteration 117Q: 3 clusters Score -1.836883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -18368850.000000 Penalty: 3917.593018
	Iteration 118Q: 3 clusters Score -1.836885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -18368844.000000 Penalty: 3917.593018
	Iteration 119Q: 3 clusters Score -1.836884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -18368840.000000 Penalty: 3917.593018
	Iteration 120F: 3 clusters Score -1.836884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -18368856.000000 Penalty: 3917.593018
	Iteration 121Q: 3 clusters Score -1.836886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -18368864.000000 Penalty: 3917.593018
	Iteration 122Q: 3 clusters Score -1.836886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -18368872.000000 Penalty: 3917.593018
	Iteration 123Q: 3 clusters Score -1.836887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -18368852.000000 Penalty: 3917.593018
	Iteration 124Q: 3 clusters Score -1.836885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -18368842.000000 Penalty: 3917.593018
	Iteration 125Q: 3 clusters Score -1.836884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -18368850.000000 Penalty: 3917.593018
	Iteration 126Q: 3 clusters Score -1.836885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -18368842.000000 Penalty: 3917.593018
	Iteration 127Q: 3 clusters Score -1.836884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 167728 members 
Entering Unmasked Estep 
Score: -18368864.000000 Penalty: 3917.593018
	Iteration 128Q: 3 clusters Score -1.836886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -18368854.000000 Penalty: 3917.593018
	Iteration 129Q: 3 clusters Score -1.836885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 167733 members 
Entering Unmasked Estep 
Score: -18368858.000000 Penalty: 3917.593018
	Iteration 130Q: 3 clusters Score -1.836886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 167736 members 
Entering Unmasked Estep 
Score: -18368872.000000 Penalty: 3917.593018
	Iteration 131Q: 3 clusters Score -1.836887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -18368868.000000 Penalty: 3917.593018
	Iteration 132Q: 3 clusters Score -1.836887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -18368864.000000 Penalty: 3917.593018
	Iteration 133Q: 3 clusters Score -1.836886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -18368864.000000 Penalty: 3917.593018
	Iteration 134F: 3 clusters Score -1.836886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Entering Unmasked Estep 
Score: -3219968.000000 Penalty: 1679.565796
	Iteration 0F: 2 clusters Score -3219968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3199222.000000 Penalty: 3359.131592
	Iteration 0F: 3 clusters Score -3199222 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3207378.000000 Penalty: 3359.131592
	Iteration 1F: 3 clusters Score -3207378 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3208048.250000 Penalty: 3359.131592
	Iteration 2F: 3 clusters Score -3208048 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3208776.500000 Penalty: 3359.131592
	Iteration 3F: 3 clusters Score -3208776 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3209602.000000 Penalty: 3359.131592
	Iteration 4F: 3 clusters Score -3209602 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3210639.750000 Penalty: 3359.131592
	Iteration 5F: 3 clusters Score -3210640 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3211865.250000 Penalty: 3359.131592
	Iteration 6F: 3 clusters Score -3211865 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3213279.000000 Penalty: 3359.131592
	Iteration 7F: 3 clusters Score -3213279 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3214773.000000 Penalty: 3359.131592
	Iteration 8F: 3 clusters Score -3214773 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3216074.500000 Penalty: 3359.131592
	Iteration 9F: 3 clusters Score -3216074 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3217068.750000 Penalty: 3359.131592
	Iteration 10Q: 3 clusters Score -3217069 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3217657.750000 Penalty: 3359.131592
	Iteration 11Q: 3 clusters Score -3217658 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3218010.500000 Penalty: 3359.131592
	Iteration 12Q: 3 clusters Score -3218010 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3218228.750000 Penalty: 3359.131592
	Iteration 13Q: 3 clusters Score -3218229 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3218393.500000 Penalty: 3359.131592
	Iteration 14Q: 3 clusters Score -3218394 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3218484.750000 Penalty: 3359.131592
	Iteration 15Q: 3 clusters Score -3218485 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3218562.500000 Penalty: 3359.131592
	Iteration 16Q: 3 clusters Score -3218562 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3218623.000000 Penalty: 3359.131592
	Iteration 17Q: 3 clusters Score -3218623 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3218653.500000 Penalty: 3359.131592
	Iteration 18Q: 3 clusters Score -3218654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3218697.000000 Penalty: 3359.131592
	Iteration 19Q: 3 clusters Score -3218697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3218713.750000 Penalty: 3359.131592
	Iteration 20F: 3 clusters Score -3218714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3218740.250000 Penalty: 3359.131592
	Iteration 21Q: 3 clusters Score -3218740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3218748.750000 Penalty: 3359.131592
	Iteration 22Q: 3 clusters Score -3218749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3218744.500000 Penalty: 3359.131592
	Iteration 23Q: 3 clusters Score -3218744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3218760.250000 Penalty: 3359.131592
	Iteration 24Q: 3 clusters Score -3218760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3218752.500000 Penalty: 3359.131592
	Iteration 25Q: 3 clusters Score -3218752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3218760.250000 Penalty: 3359.131592
	Iteration 26Q: 3 clusters Score -3218760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3218759.250000 Penalty: 3359.131592
	Iteration 27Q: 3 clusters Score -3218759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3218765.750000 Penalty: 3359.131592
	Iteration 28Q: 3 clusters Score -3218766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3218773.750000 Penalty: 3359.131592
	Iteration 29Q: 3 clusters Score -3218774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3218778.000000 Penalty: 3359.131592
	Iteration 30Q: 3 clusters Score -3218778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3218778.250000 Penalty: 3359.131592
	Iteration 31Q: 3 clusters Score -3218778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3218782.250000 Penalty: 3359.131592
	Iteration 32Q: 3 clusters Score -3218782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3218778.500000 Penalty: 3359.131592
	Iteration 33Q: 3 clusters Score -3218778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3218778.250000 Penalty: 3359.131592
	Iteration 34Q: 3 clusters Score -3218778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3218784.000000 Penalty: 3359.131592
	Iteration 35Q: 3 clusters Score -3218784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3218781.000000 Penalty: 3359.131592
	Iteration 36Q: 3 clusters Score -3218781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3218782.250000 Penalty: 3359.131592
	Iteration 37Q: 3 clusters Score -3218782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3218779.000000 Penalty: 3359.131592
	Iteration 38Q: 3 clusters Score -3218779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3218780.000000 Penalty: 3359.131592
	Iteration 39Q: 3 clusters Score -3218780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3218775.000000 Penalty: 3359.131592
	Iteration 40F: 3 clusters Score -3218775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3218781.750000 Penalty: 3359.131592
	Iteration 41Q: 3 clusters Score -3218782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3218781.000000 Penalty: 3359.131592
	Iteration 42Q: 3 clusters Score -3218781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3218782.750000 Penalty: 3359.131592
	Iteration 43Q: 3 clusters Score -3218783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3218775.750000 Penalty: 3359.131592
	Iteration 44Q: 3 clusters Score -3218776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3218778.500000 Penalty: 3359.131592
	Iteration 45Q: 3 clusters Score -3218778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3218786.750000 Penalty: 3359.131592
	Iteration 46Q: 3 clusters Score -3218787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3218793.750000 Penalty: 3359.131592
	Iteration 47Q: 3 clusters Score -3218794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3218793.750000 Penalty: 3359.131592
	Iteration 48Q: 3 clusters Score -3218794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3218790.750000 Penalty: 3359.131592
	Iteration 49Q: 3 clusters Score -3218791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3218795.000000 Penalty: 3359.131592
	Iteration 50Q: 3 clusters Score -3218795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3218791.750000 Penalty: 3359.131592
	Iteration 51Q: 3 clusters Score -3218792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3218788.750000 Penalty: 3359.131592
	Iteration 52Q: 3 clusters Score -3218789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3218794.000000 Penalty: 3359.131592
	Iteration 53Q: 3 clusters Score -3218794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3218794.500000 Penalty: 3359.131592
	Iteration 54Q: 3 clusters Score -3218794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3218791.250000 Penalty: 3359.131592
	Iteration 55Q: 3 clusters Score -3218791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3218796.750000 Penalty: 3359.131592
	Iteration 56Q: 3 clusters Score -3218797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3218798.000000 Penalty: 3359.131592
	Iteration 57Q: 3 clusters Score -3218798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3218797.500000 Penalty: 3359.131592
	Iteration 58Q: 3 clusters Score -3218798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3218794.000000 Penalty: 3359.131592
	Iteration 59Q: 3 clusters Score -3218794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3218793.750000 Penalty: 3359.131592
	Iteration 60F: 3 clusters Score -3218794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3218795.500000 Penalty: 3359.131592
	Iteration 61Q: 3 clusters Score -3218796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3218800.750000 Penalty: 3359.131592
	Iteration 62Q: 3 clusters Score -3218801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3218800.250000 Penalty: 3359.131592
	Iteration 63Q: 3 clusters Score -3218800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3218800.750000 Penalty: 3359.131592
	Iteration 64Q: 3 clusters Score -3218801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3218800.500000 Penalty: 3359.131592
	Iteration 65Q: 3 clusters Score -3218800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3218803.750000 Penalty: 3359.131592
	Iteration 66Q: 3 clusters Score -3218804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3218805.500000 Penalty: 3359.131592
	Iteration 67Q: 3 clusters Score -3218806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3218804.750000 Penalty: 3359.131592
	Iteration 68Q: 3 clusters Score -3218805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3218808.750000 Penalty: 3359.131592
	Iteration 69Q: 3 clusters Score -3218809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3218806.500000 Penalty: 3359.131592
	Iteration 70Q: 3 clusters Score -3218806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3218806.750000 Penalty: 3359.131592
	Iteration 71Q: 3 clusters Score -3218807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3218811.750000 Penalty: 3359.131592
	Iteration 72Q: 3 clusters Score -3218812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3218809.500000 Penalty: 3359.131592
	Iteration 73Q: 3 clusters Score -3218810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3218807.500000 Penalty: 3359.131592
	Iteration 74Q: 3 clusters Score -3218808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3218812.500000 Penalty: 3359.131592
	Iteration 75Q: 3 clusters Score -3218812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3218813.250000 Penalty: 3359.131592
	Iteration 76Q: 3 clusters Score -3218813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3218807.250000 Penalty: 3359.131592
	Iteration 77Q: 3 clusters Score -3218807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3218807.500000 Penalty: 3359.131592
	Iteration 78Q: 3 clusters Score -3218808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3218807.000000 Penalty: 3359.131592
	Iteration 79Q: 3 clusters Score -3218807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3218812.500000 Penalty: 3359.131592
	Iteration 80F: 3 clusters Score -3218812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3218815.500000 Penalty: 3359.131592
	Iteration 81Q: 3 clusters Score -3218816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3218812.750000 Penalty: 3359.131592
	Iteration 82Q: 3 clusters Score -3218813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3218809.750000 Penalty: 3359.131592
	Iteration 83Q: 3 clusters Score -3218810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3218810.250000 Penalty: 3359.131592
	Iteration 84Q: 3 clusters Score -3218810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3218808.250000 Penalty: 3359.131592
	Iteration 85Q: 3 clusters Score -3218808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3218808.750000 Penalty: 3359.131592
	Iteration 86Q: 3 clusters Score -3218809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3218810.250000 Penalty: 3359.131592
	Iteration 87Q: 3 clusters Score -3218810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3218807.750000 Penalty: 3359.131592
	Iteration 88Q: 3 clusters Score -3218808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3218807.750000 Penalty: 3359.131592
	Iteration 89F: 3 clusters Score -3218808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -406252.375000 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -406252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -402798.812500 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -402798.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -403850.031250 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -403850 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -404181.062500 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -404181.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -404510.718750 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -404510.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -404896.906250 Penalty: 2706.824951
	Iteration 4F: 3 clusters Score -404896.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -405351.062500 Penalty: 2706.824951
	Iteration 5F: 3 clusters Score -405351.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -405706.468750 Penalty: 2706.824951
	Iteration 6F: 3 clusters Score -405706.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -405899.187500 Penalty: 2706.824951
	Iteration 7F: 3 clusters Score -405899.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -405997.906250 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -405997.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -406055.843750 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -406055.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -406100.968750 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -406101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -406144.781250 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -406144.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -406184.312500 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -406184.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -406215.812500 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -406215.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -406238.531250 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -406238.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -406260.562500 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -406260.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -406276.781250 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -406276.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -406290.562500 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -406290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -406297.250000 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -406297.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -406301.406250 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -406301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -406303.375000 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -406303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -406303.812500 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -406303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -406306.031250 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -406306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -406306.187500 Penalty: 2706.824951
	Iteration 23Q: 3 clusters Score -406306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -406309.812500 Penalty: 2706.824951
	Iteration 24Q: 3 clusters Score -406309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -406316.281250 Penalty: 2706.824951
	Iteration 25Q: 3 clusters Score -406316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -406322.812500 Penalty: 2706.824951
	Iteration 26Q: 3 clusters Score -406322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -406325.937500 Penalty: 2706.824951
	Iteration 27Q: 3 clusters Score -406325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -406327.843750 Penalty: 2706.824951
	Iteration 28Q: 3 clusters Score -406327.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -406329.406250 Penalty: 2706.824951
	Iteration 29Q: 3 clusters Score -406329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -406329.781250 Penalty: 2706.824951
	Iteration 30Q: 3 clusters Score -406329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -406330.781250 Penalty: 2706.824951
	Iteration 31Q: 3 clusters Score -406330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -406330.781250 Penalty: 2706.824951
	Iteration 32F: 3 clusters Score -406330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 208356 members 
Mstep: Class 4 contains 62694 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 174257 members 
Mstep: Class 7 contains 171808 members 
Mstep: Class 8 contains 30816 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 18 contains 12379 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 23 contains 43966 members 
Entering Unmasked Estep 
Score: -84463896.000000 Penalty: 44211.253906
Splitting cluster 9 changes total score from -84464784.000000 to -84463896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Entering Unmasked Estep 
Score: -1117704.375000 Penalty: 1509.862061
	Iteration 0F: 2 clusters Score -1117704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1110007.375000 Penalty: 3019.724121
	Iteration 0F: 3 clusters Score -1110007 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1112474.000000 Penalty: 3019.724121
	Iteration 1F: 3 clusters Score -1112474 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1112738.875000 Penalty: 3019.724121
	Iteration 2F: 3 clusters Score -1112739 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1112922.000000 Penalty: 3019.724121
	Iteration 3Q: 3 clusters Score -1112922 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1113094.375000 Penalty: 3019.724121
	Iteration 4Q: 3 clusters Score -1113094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1113282.250000 Penalty: 3019.724121
	Iteration 5Q: 3 clusters Score -1113282 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1113553.375000 Penalty: 3019.724121
	Iteration 6Q: 3 clusters Score -1113553 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1113935.125000 Penalty: 3019.724121
	Iteration 7F: 3 clusters Score -1113935 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1114386.875000 Penalty: 3019.724121
	Iteration 8F: 3 clusters Score -1114387 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1114910.000000 Penalty: 3019.724121
	Iteration 9F: 3 clusters Score -1114910 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1115381.250000 Penalty: 3019.724121
	Iteration 10F: 3 clusters Score -1115381 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1115768.000000 Penalty: 3019.724121
	Iteration 11F: 3 clusters Score -1115768 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1116002.250000 Penalty: 3019.724121
	Iteration 12Q: 3 clusters Score -1116002 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1116153.750000 Penalty: 3019.724121
	Iteration 13Q: 3 clusters Score -1116154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1116274.875000 Penalty: 3019.724121
	Iteration 14Q: 3 clusters Score -1116275 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1116372.500000 Penalty: 3019.724121
	Iteration 15Q: 3 clusters Score -1116372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1116465.625000 Penalty: 3019.724121
	Iteration 16Q: 3 clusters Score -1116466 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1116552.000000 Penalty: 3019.724121
	Iteration 17Q: 3 clusters Score -1116552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1116635.875000 Penalty: 3019.724121
	Iteration 18Q: 3 clusters Score -1116636 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1116729.125000 Penalty: 3019.724121
	Iteration 19Q: 3 clusters Score -1116729 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1116806.000000 Penalty: 3019.724121
	Iteration 20F: 3 clusters Score -1116806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1116885.500000 Penalty: 3019.724121
	Iteration 21Q: 3 clusters Score -1116886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1116946.875000 Penalty: 3019.724121
	Iteration 22Q: 3 clusters Score -1116947 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1116997.250000 Penalty: 3019.724121
	Iteration 23Q: 3 clusters Score -1116997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1117036.375000 Penalty: 3019.724121
	Iteration 24Q: 3 clusters Score -1117036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1117075.000000 Penalty: 3019.724121
	Iteration 25Q: 3 clusters Score -1117075 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1117109.125000 Penalty: 3019.724121
	Iteration 26Q: 3 clusters Score -1117109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1117133.875000 Penalty: 3019.724121
	Iteration 27Q: 3 clusters Score -1117134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1117157.750000 Penalty: 3019.724121
	Iteration 28Q: 3 clusters Score -1117158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1117169.125000 Penalty: 3019.724121
	Iteration 29Q: 3 clusters Score -1117169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1117177.750000 Penalty: 3019.724121
	Iteration 30Q: 3 clusters Score -1117178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1117193.500000 Penalty: 3019.724121
	Iteration 31Q: 3 clusters Score -1117194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1117200.500000 Penalty: 3019.724121
	Iteration 32Q: 3 clusters Score -1117200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1117208.625000 Penalty: 3019.724121
	Iteration 33Q: 3 clusters Score -1117209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1117211.375000 Penalty: 3019.724121
	Iteration 34Q: 3 clusters Score -1117211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1117217.875000 Penalty: 3019.724121
	Iteration 35Q: 3 clusters Score -1117218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1117222.375000 Penalty: 3019.724121
	Iteration 36Q: 3 clusters Score -1117222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1117222.500000 Penalty: 3019.724121
	Iteration 37Q: 3 clusters Score -1117222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1117224.250000 Penalty: 3019.724121
	Iteration 38Q: 3 clusters Score -1117224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1117228.875000 Penalty: 3019.724121
	Iteration 39Q: 3 clusters Score -1117229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1117230.500000 Penalty: 3019.724121
	Iteration 40F: 3 clusters Score -1117230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1117231.125000 Penalty: 3019.724121
	Iteration 41Q: 3 clusters Score -1117231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1117234.500000 Penalty: 3019.724121
	Iteration 42Q: 3 clusters Score -1117234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1117234.500000 Penalty: 3019.724121
	Iteration 43Q: 3 clusters Score -1117234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1117231.875000 Penalty: 3019.724121
	Iteration 44Q: 3 clusters Score -1117232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1117232.875000 Penalty: 3019.724121
	Iteration 45Q: 3 clusters Score -1117233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1117230.750000 Penalty: 3019.724121
	Iteration 46Q: 3 clusters Score -1117231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1117231.750000 Penalty: 3019.724121
	Iteration 47Q: 3 clusters Score -1117232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1117232.625000 Penalty: 3019.724121
	Iteration 48Q: 3 clusters Score -1117233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1117233.000000 Penalty: 3019.724121
	Iteration 49Q: 3 clusters Score -1117233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1117233.375000 Penalty: 3019.724121
	Iteration 50Q: 3 clusters Score -1117233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1117235.000000 Penalty: 3019.724121
	Iteration 51Q: 3 clusters Score -1117235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1117237.250000 Penalty: 3019.724121
	Iteration 52Q: 3 clusters Score -1117237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1117237.375000 Penalty: 3019.724121
	Iteration 53Q: 3 clusters Score -1117237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1117242.500000 Penalty: 3019.724121
	Iteration 54Q: 3 clusters Score -1117242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1117245.375000 Penalty: 3019.724121
	Iteration 55Q: 3 clusters Score -1117245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1117246.500000 Penalty: 3019.724121
	Iteration 56Q: 3 clusters Score -1117246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1117246.000000 Penalty: 3019.724121
	Iteration 57Q: 3 clusters Score -1117246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1117249.250000 Penalty: 3019.724121
	Iteration 58Q: 3 clusters Score -1117249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1117247.000000 Penalty: 3019.724121
	Iteration 59Q: 3 clusters Score -1117247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1117247.000000 Penalty: 3019.724121
	Iteration 60F: 3 clusters Score -1117247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -200201.875000 Penalty: 1227.067871
	Iteration 0F: 2 clusters Score -200201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198185.531250 Penalty: 2454.135742
	Iteration 0F: 3 clusters Score -198185.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -198584.265625 Penalty: 2454.135742
	Iteration 1F: 3 clusters Score -198584.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198718.437500 Penalty: 2454.135742
	Iteration 2F: 3 clusters Score -198718.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -198817.921875 Penalty: 2454.135742
	Iteration 3F: 3 clusters Score -198817.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198892.265625 Penalty: 2454.135742
	Iteration 4Q: 3 clusters Score -198892.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -198945.203125 Penalty: 2454.135742
	Iteration 5Q: 3 clusters Score -198945.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -198975.593750 Penalty: 2454.135742
	Iteration 6Q: 3 clusters Score -198975.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -199003.250000 Penalty: 2454.135742
	Iteration 7Q: 3 clusters Score -199003.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -199028.187500 Penalty: 2454.135742
	Iteration 8Q: 3 clusters Score -199028.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -199054.687500 Penalty: 2454.135742
	Iteration 9Q: 3 clusters Score -199054.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -199085.234375 Penalty: 2454.135742
	Iteration 10Q: 3 clusters Score -199085.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -199098.890625 Penalty: 2454.135742
	Iteration 11Q: 3 clusters Score -199098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -199110.765625 Penalty: 2454.135742
	Iteration 12Q: 3 clusters Score -199110.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -199119.015625 Penalty: 2454.135742
	Iteration 13Q: 3 clusters Score -199119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -199129.343750 Penalty: 2454.135742
	Iteration 14Q: 3 clusters Score -199129.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -199137.796875 Penalty: 2454.135742
	Iteration 15Q: 3 clusters Score -199137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -199140.578125 Penalty: 2454.135742
	Iteration 16Q: 3 clusters Score -199140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -199143.984375 Penalty: 2454.135742
	Iteration 17Q: 3 clusters Score -199144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -199145.953125 Penalty: 2454.135742
	Iteration 18Q: 3 clusters Score -199146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -199146.843750 Penalty: 2454.135742
	Iteration 19Q: 3 clusters Score -199146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -199149.296875 Penalty: 2454.135742
	Iteration 20F: 3 clusters Score -199149.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -199153.593750 Penalty: 2454.135742
	Iteration 21Q: 3 clusters Score -199153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199155.468750 Penalty: 2454.135742
	Iteration 22Q: 3 clusters Score -199155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199156.875000 Penalty: 2454.135742
	Iteration 23Q: 3 clusters Score -199156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -199157.406250 Penalty: 2454.135742
	Iteration 24Q: 3 clusters Score -199157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -199159.234375 Penalty: 2454.135742
	Iteration 25Q: 3 clusters Score -199159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -199160.828125 Penalty: 2454.135742
	Iteration 26Q: 3 clusters Score -199160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -199161.109375 Penalty: 2454.135742
	Iteration 27Q: 3 clusters Score -199161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199162.218750 Penalty: 2454.135742
	Iteration 28Q: 3 clusters Score -199162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199163.734375 Penalty: 2454.135742
	Iteration 29Q: 3 clusters Score -199163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -199163.812500 Penalty: 2454.135742
	Iteration 30Q: 3 clusters Score -199163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199164.437500 Penalty: 2454.135742
	Iteration 31Q: 3 clusters Score -199164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -199165.343750 Penalty: 2454.135742
	Iteration 32Q: 3 clusters Score -199165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -199166.234375 Penalty: 2454.135742
	Iteration 33Q: 3 clusters Score -199166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -199167.093750 Penalty: 2454.135742
	Iteration 34Q: 3 clusters Score -199167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -199167.812500 Penalty: 2454.135742
	Iteration 35Q: 3 clusters Score -199167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -199167.812500 Penalty: 2454.135742
	Iteration 36F: 3 clusters Score -199167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -762569.937500 Penalty: 1437.485596
	Iteration 0F: 2 clusters Score -762569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -757322.187500 Penalty: 2874.971191
	Iteration 0F: 3 clusters Score -757322.2 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -758846.687500 Penalty: 2874.971191
	Iteration 1F: 3 clusters Score -758846.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -759028.375000 Penalty: 2874.971191
	Iteration 2F: 3 clusters Score -759028.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -759172.687500 Penalty: 2874.971191
	Iteration 3Q: 3 clusters Score -759172.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -759312.500000 Penalty: 2874.971191
	Iteration 4Q: 3 clusters Score -759312.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -759431.000000 Penalty: 2874.971191
	Iteration 5Q: 3 clusters Score -759431 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -759567.500000 Penalty: 2874.971191
	Iteration 6Q: 3 clusters Score -759567.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -759737.312500 Penalty: 2874.971191
	Iteration 7Q: 3 clusters Score -759737.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -759937.375000 Penalty: 2874.971191
	Iteration 8Q: 3 clusters Score -759937.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -760139.250000 Penalty: 2874.971191
	Iteration 9Q: 3 clusters Score -760139.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -760339.625000 Penalty: 2874.971191
	Iteration 10Q: 3 clusters Score -760339.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -760565.125000 Penalty: 2874.971191
	Iteration 11Q: 3 clusters Score -760565.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -760785.937500 Penalty: 2874.971191
	Iteration 12Q: 3 clusters Score -760785.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -760952.000000 Penalty: 2874.971191
	Iteration 13Q: 3 clusters Score -760952 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -761062.437500 Penalty: 2874.971191
	Iteration 14Q: 3 clusters Score -761062.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -761130.937500 Penalty: 2874.971191
	Iteration 15Q: 3 clusters Score -761130.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -761174.625000 Penalty: 2874.971191
	Iteration 16Q: 3 clusters Score -761174.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -761198.312500 Penalty: 2874.971191
	Iteration 17Q: 3 clusters Score -761198.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -761212.937500 Penalty: 2874.971191
	Iteration 18Q: 3 clusters Score -761212.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -761226.250000 Penalty: 2874.971191
	Iteration 19Q: 3 clusters Score -761226.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -761235.000000 Penalty: 2874.971191
	Iteration 20F: 3 clusters Score -761235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -761242.062500 Penalty: 2874.971191
	Iteration 21Q: 3 clusters Score -761242.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -761249.250000 Penalty: 2874.971191
	Iteration 22Q: 3 clusters Score -761249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -761255.250000 Penalty: 2874.971191
	Iteration 23Q: 3 clusters Score -761255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -761258.875000 Penalty: 2874.971191
	Iteration 24Q: 3 clusters Score -761258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -761264.437500 Penalty: 2874.971191
	Iteration 25Q: 3 clusters Score -761264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -761268.562500 Penalty: 2874.971191
	Iteration 26Q: 3 clusters Score -761268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -761270.000000 Penalty: 2874.971191
	Iteration 27Q: 3 clusters Score -761270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -761272.687500 Penalty: 2874.971191
	Iteration 28Q: 3 clusters Score -761272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -761273.625000 Penalty: 2874.971191
	Iteration 29Q: 3 clusters Score -761273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -761273.750000 Penalty: 2874.971191
	Iteration 30Q: 3 clusters Score -761273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -761276.875000 Penalty: 2874.971191
	Iteration 31Q: 3 clusters Score -761276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -761277.750000 Penalty: 2874.971191
	Iteration 32Q: 3 clusters Score -761277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -761277.250000 Penalty: 2874.971191
	Iteration 33Q: 3 clusters Score -761277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -761280.625000 Penalty: 2874.971191
	Iteration 34Q: 3 clusters Score -761280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -761280.625000 Penalty: 2874.971191
	Iteration 35Q: 3 clusters Score -761280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -761281.437500 Penalty: 2874.971191
	Iteration 36Q: 3 clusters Score -761281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -761282.687500 Penalty: 2874.971191
	Iteration 37Q: 3 clusters Score -761282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -761282.125000 Penalty: 2874.971191
	Iteration 38Q: 3 clusters Score -761282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -761282.125000 Penalty: 2874.971191
	Iteration 39F: 3 clusters Score -761282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -307953.843750 Penalty: 1290.576172
	Iteration 0F: 2 clusters Score -307953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -305321.000000 Penalty: 2581.152344
	Iteration 0F: 3 clusters Score -305321 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -305929.500000 Penalty: 2581.152344
	Iteration 1F: 3 clusters Score -305929.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -306047.000000 Penalty: 2581.152344
	Iteration 2F: 3 clusters Score -306047 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -306118.531250 Penalty: 2581.152344
	Iteration 3Q: 3 clusters Score -306118.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306181.187500 Penalty: 2581.152344
	Iteration 4Q: 3 clusters Score -306181.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -306225.218750 Penalty: 2581.152344
	Iteration 5Q: 3 clusters Score -306225.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -306255.000000 Penalty: 2581.152344
	Iteration 6Q: 3 clusters Score -306255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -306276.000000 Penalty: 2581.152344
	Iteration 7Q: 3 clusters Score -306276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306295.375000 Penalty: 2581.152344
	Iteration 8Q: 3 clusters Score -306295.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306309.906250 Penalty: 2581.152344
	Iteration 9Q: 3 clusters Score -306309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -306318.187500 Penalty: 2581.152344
	Iteration 10Q: 3 clusters Score -306318.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -306326.843750 Penalty: 2581.152344
	Iteration 11Q: 3 clusters Score -306326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -306337.875000 Penalty: 2581.152344
	Iteration 12Q: 3 clusters Score -306337.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -306352.062500 Penalty: 2581.152344
	Iteration 13Q: 3 clusters Score -306352.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -306368.406250 Penalty: 2581.152344
	Iteration 14Q: 3 clusters Score -306368.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -306382.875000 Penalty: 2581.152344
	Iteration 15Q: 3 clusters Score -306382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -306396.125000 Penalty: 2581.152344
	Iteration 16Q: 3 clusters Score -306396.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -306409.062500 Penalty: 2581.152344
	Iteration 17Q: 3 clusters Score -306409.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -306419.437500 Penalty: 2581.152344
	Iteration 18Q: 3 clusters Score -306419.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -306427.125000 Penalty: 2581.152344
	Iteration 19Q: 3 clusters Score -306427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -306440.000000 Penalty: 2581.152344
	Iteration 20F: 3 clusters Score -306440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -306456.468750 Penalty: 2581.152344
	Iteration 21Q: 3 clusters Score -306456.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -306472.375000 Penalty: 2581.152344
	Iteration 22Q: 3 clusters Score -306472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -306485.343750 Penalty: 2581.152344
	Iteration 23Q: 3 clusters Score -306485.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -306495.125000 Penalty: 2581.152344
	Iteration 24Q: 3 clusters Score -306495.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -306506.218750 Penalty: 2581.152344
	Iteration 25Q: 3 clusters Score -306506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -306515.312500 Penalty: 2581.152344
	Iteration 26Q: 3 clusters Score -306515.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -306525.625000 Penalty: 2581.152344
	Iteration 27Q: 3 clusters Score -306525.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -306538.656250 Penalty: 2581.152344
	Iteration 28Q: 3 clusters Score -306538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -306549.031250 Penalty: 2581.152344
	Iteration 29Q: 3 clusters Score -306549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -306554.593750 Penalty: 2581.152344
	Iteration 30Q: 3 clusters Score -306554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -306562.937500 Penalty: 2581.152344
	Iteration 31Q: 3 clusters Score -306562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -306572.250000 Penalty: 2581.152344
	Iteration 32Q: 3 clusters Score -306572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -306582.875000 Penalty: 2581.152344
	Iteration 33Q: 3 clusters Score -306582.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -306592.437500 Penalty: 2581.152344
	Iteration 34Q: 3 clusters Score -306592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -306600.156250 Penalty: 2581.152344
	Iteration 35Q: 3 clusters Score -306600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -306606.968750 Penalty: 2581.152344
	Iteration 36Q: 3 clusters Score -306607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -306615.812500 Penalty: 2581.152344
	Iteration 37Q: 3 clusters Score -306615.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -306627.062500 Penalty: 2581.152344
	Iteration 38Q: 3 clusters Score -306627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -306642.406250 Penalty: 2581.152344
	Iteration 39Q: 3 clusters Score -306642.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -306656.312500 Penalty: 2581.152344
	Iteration 40F: 3 clusters Score -306656.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -306668.125000 Penalty: 2581.152344
	Iteration 41Q: 3 clusters Score -306668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -306677.218750 Penalty: 2581.152344
	Iteration 42Q: 3 clusters Score -306677.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -306685.125000 Penalty: 2581.152344
	Iteration 43Q: 3 clusters Score -306685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -306690.781250 Penalty: 2581.152344
	Iteration 44Q: 3 clusters Score -306690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -306693.593750 Penalty: 2581.152344
	Iteration 45Q: 3 clusters Score -306693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -306696.500000 Penalty: 2581.152344
	Iteration 46Q: 3 clusters Score -306696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -306700.093750 Penalty: 2581.152344
	Iteration 47Q: 3 clusters Score -306700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -306704.593750 Penalty: 2581.152344
	Iteration 48Q: 3 clusters Score -306704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -306709.062500 Penalty: 2581.152344
	Iteration 49Q: 3 clusters Score -306709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -306715.250000 Penalty: 2581.152344
	Iteration 50Q: 3 clusters Score -306715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -306724.312500 Penalty: 2581.152344
	Iteration 51Q: 3 clusters Score -306724.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -306734.531250 Penalty: 2581.152344
	Iteration 52Q: 3 clusters Score -306734.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -306741.281250 Penalty: 2581.152344
	Iteration 53Q: 3 clusters Score -306741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -306743.781250 Penalty: 2581.152344
	Iteration 54Q: 3 clusters Score -306743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -306749.406250 Penalty: 2581.152344
	Iteration 55Q: 3 clusters Score -306749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -306760.281250 Penalty: 2581.152344
	Iteration 56Q: 3 clusters Score -306760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -306765.781250 Penalty: 2581.152344
	Iteration 57Q: 3 clusters Score -306765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -306772.687500 Penalty: 2581.152344
	Iteration 58Q: 3 clusters Score -306772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -306778.468750 Penalty: 2581.152344
	Iteration 59Q: 3 clusters Score -306778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -306786.562500 Penalty: 2581.152344
	Iteration 60F: 3 clusters Score -306786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -306792.500000 Penalty: 2581.152344
	Iteration 61Q: 3 clusters Score -306792.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -306801.531250 Penalty: 2581.152344
	Iteration 62Q: 3 clusters Score -306801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -306808.343750 Penalty: 2581.152344
	Iteration 63Q: 3 clusters Score -306808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -306814.843750 Penalty: 2581.152344
	Iteration 64Q: 3 clusters Score -306814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -306817.562500 Penalty: 2581.152344
	Iteration 65Q: 3 clusters Score -306817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -306822.062500 Penalty: 2581.152344
	Iteration 66Q: 3 clusters Score -306822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -306825.750000 Penalty: 2581.152344
	Iteration 67Q: 3 clusters Score -306825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -306828.812500 Penalty: 2581.152344
	Iteration 68Q: 3 clusters Score -306828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -306831.437500 Penalty: 2581.152344
	Iteration 69Q: 3 clusters Score -306831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -306831.125000 Penalty: 2581.152344
	Iteration 70Q: 3 clusters Score -306831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -306831.125000 Penalty: 2581.152344
	Iteration 71F: 3 clusters Score -306831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -506179.093750 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -506179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -502308.875000 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -502308.9 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -503363.156250 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -503363.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -503535.093750 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -503535.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -503663.250000 Penalty: 2754.075195
	Iteration 3F: 3 clusters Score -503663.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -503762.937500 Penalty: 2754.075195
	Iteration 4Q: 3 clusters Score -503762.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -503861.250000 Penalty: 2754.075195
	Iteration 5Q: 3 clusters Score -503861.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -503968.937500 Penalty: 2754.075195
	Iteration 6Q: 3 clusters Score -503968.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -504081.437500 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -504081.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -504195.968750 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -504196 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -504302.656250 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -504302.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -504389.218750 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -504389.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -504490.843750 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -504490.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -504578.531250 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -504578.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -504653.531250 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -504653.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -504705.531250 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -504705.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -504756.281250 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -504756.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -504796.968750 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -504797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -504842.343750 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -504842.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -504879.156250 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -504879.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -504915.343750 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -504915.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -504939.656250 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -504939.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -504960.875000 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -504960.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -504976.312500 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -504976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -504983.687500 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -504983.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -504987.187500 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -504987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -504989.000000 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -504989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -504989.250000 Penalty: 2754.075195
	Iteration 26Q: 3 clusters Score -504989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -504989.812500 Penalty: 2754.075195
	Iteration 27Q: 3 clusters Score -504989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -504989.812500 Penalty: 2754.075195
	Iteration 28F: 3 clusters Score -504989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Entering Unmasked Estep 
Score: -1349190.875000 Penalty: 1531.360474
	Iteration 0F: 2 clusters Score -1349191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1340585.875000 Penalty: 3062.720947
	Iteration 0F: 3 clusters Score -1340586 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1343449.250000 Penalty: 3062.720947
	Iteration 1F: 3 clusters Score -1343449 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1343729.250000 Penalty: 3062.720947
	Iteration 2F: 3 clusters Score -1343729 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1344068.125000 Penalty: 3062.720947
	Iteration 3F: 3 clusters Score -1344068 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1344478.125000 Penalty: 3062.720947
	Iteration 4F: 3 clusters Score -1344478 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1344967.875000 Penalty: 3062.720947
	Iteration 5F: 3 clusters Score -1344968 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1345524.500000 Penalty: 3062.720947
	Iteration 6F: 3 clusters Score -1345524 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1346182.875000 Penalty: 3062.720947
	Iteration 7F: 3 clusters Score -1346183 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1346864.875000 Penalty: 3062.720947
	Iteration 8F: 3 clusters Score -1346865 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1347397.750000 Penalty: 3062.720947
	Iteration 9F: 3 clusters Score -1347398 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1347739.375000 Penalty: 3062.720947
	Iteration 10Q: 3 clusters Score -1347739 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1347945.000000 Penalty: 3062.720947
	Iteration 11Q: 3 clusters Score -1347945 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1348071.625000 Penalty: 3062.720947
	Iteration 12Q: 3 clusters Score -1348072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1348153.000000 Penalty: 3062.720947
	Iteration 13Q: 3 clusters Score -1348153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1348203.375000 Penalty: 3062.720947
	Iteration 14Q: 3 clusters Score -1348203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1348244.000000 Penalty: 3062.720947
	Iteration 15Q: 3 clusters Score -1348244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1348276.750000 Penalty: 3062.720947
	Iteration 16Q: 3 clusters Score -1348277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1348312.875000 Penalty: 3062.720947
	Iteration 17Q: 3 clusters Score -1348313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1348341.000000 Penalty: 3062.720947
	Iteration 18Q: 3 clusters Score -1348341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1348359.500000 Penalty: 3062.720947
	Iteration 19Q: 3 clusters Score -1348360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1348378.875000 Penalty: 3062.720947
	Iteration 20F: 3 clusters Score -1348379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1348382.375000 Penalty: 3062.720947
	Iteration 21Q: 3 clusters Score -1348382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1348395.250000 Penalty: 3062.720947
	Iteration 22Q: 3 clusters Score -1348395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1348412.500000 Penalty: 3062.720947
	Iteration 23Q: 3 clusters Score -1348412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1348428.375000 Penalty: 3062.720947
	Iteration 24Q: 3 clusters Score -1348428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1348445.625000 Penalty: 3062.720947
	Iteration 25Q: 3 clusters Score -1348446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1348451.125000 Penalty: 3062.720947
	Iteration 26Q: 3 clusters Score -1348451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1348456.250000 Penalty: 3062.720947
	Iteration 27Q: 3 clusters Score -1348456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1348461.500000 Penalty: 3062.720947
	Iteration 28Q: 3 clusters Score -1348462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1348465.875000 Penalty: 3062.720947
	Iteration 29Q: 3 clusters Score -1348466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1348467.250000 Penalty: 3062.720947
	Iteration 30Q: 3 clusters Score -1348467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1348467.625000 Penalty: 3062.720947
	Iteration 31Q: 3 clusters Score -1348468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1348469.125000 Penalty: 3062.720947
	Iteration 32Q: 3 clusters Score -1348469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1348468.250000 Penalty: 3062.720947
	Iteration 33Q: 3 clusters Score -1348468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1348470.750000 Penalty: 3062.720947
	Iteration 34Q: 3 clusters Score -1348471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1348472.500000 Penalty: 3062.720947
	Iteration 35Q: 3 clusters Score -1348472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1348474.750000 Penalty: 3062.720947
	Iteration 36Q: 3 clusters Score -1348475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1348474.375000 Penalty: 3062.720947
	Iteration 37Q: 3 clusters Score -1348474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1348474.500000 Penalty: 3062.720947
	Iteration 38Q: 3 clusters Score -1348474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1348476.750000 Penalty: 3062.720947
	Iteration 39Q: 3 clusters Score -1348477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1348478.875000 Penalty: 3062.720947
	Iteration 40F: 3 clusters Score -1348479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1348479.500000 Penalty: 3062.720947
	Iteration 41Q: 3 clusters Score -1348480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1348479.500000 Penalty: 3062.720947
	Iteration 42Q: 3 clusters Score -1348480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1348478.125000 Penalty: 3062.720947
	Iteration 43Q: 3 clusters Score -1348478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1348480.250000 Penalty: 3062.720947
	Iteration 44Q: 3 clusters Score -1348480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1348478.875000 Penalty: 3062.720947
	Iteration 45Q: 3 clusters Score -1348479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1348478.875000 Penalty: 3062.720947
	Iteration 46F: 3 clusters Score -1348479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Entering Unmasked Estep 
Score: -1542780.625000 Penalty: 1552.536621
	Iteration 0F: 2 clusters Score -1542781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1533007.500000 Penalty: 3105.073242
	Iteration 0F: 3 clusters Score -1533008 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1536367.125000 Penalty: 3105.073242
	Iteration 1F: 3 clusters Score -1536367 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1536835.625000 Penalty: 3105.073242
	Iteration 2F: 3 clusters Score -1536836 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1537404.250000 Penalty: 3105.073242
	Iteration 3F: 3 clusters Score -1537404 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1538119.875000 Penalty: 3105.073242
	Iteration 4F: 3 clusters Score -1538120 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1538984.625000 Penalty: 3105.073242
	Iteration 5F: 3 clusters Score -1538985 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1539841.250000 Penalty: 3105.073242
	Iteration 6F: 3 clusters Score -1539841 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1540451.500000 Penalty: 3105.073242
	Iteration 7F: 3 clusters Score -1540452 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1540743.250000 Penalty: 3105.073242
	Iteration 8Q: 3 clusters Score -1540743 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1540862.500000 Penalty: 3105.073242
	Iteration 9Q: 3 clusters Score -1540862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1540938.500000 Penalty: 3105.073242
	Iteration 10Q: 3 clusters Score -1540938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1540978.500000 Penalty: 3105.073242
	Iteration 11Q: 3 clusters Score -1540978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1541013.125000 Penalty: 3105.073242
	Iteration 12Q: 3 clusters Score -1541013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1541041.625000 Penalty: 3105.073242
	Iteration 13Q: 3 clusters Score -1541042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1541070.625000 Penalty: 3105.073242
	Iteration 14Q: 3 clusters Score -1541071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1541089.000000 Penalty: 3105.073242
	Iteration 15Q: 3 clusters Score -1541089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1541117.750000 Penalty: 3105.073242
	Iteration 16Q: 3 clusters Score -1541118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1541138.250000 Penalty: 3105.073242
	Iteration 17Q: 3 clusters Score -1541138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1541161.250000 Penalty: 3105.073242
	Iteration 18Q: 3 clusters Score -1541161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1541182.125000 Penalty: 3105.073242
	Iteration 19Q: 3 clusters Score -1541182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1541193.125000 Penalty: 3105.073242
	Iteration 20F: 3 clusters Score -1541193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1541201.250000 Penalty: 3105.073242
	Iteration 21Q: 3 clusters Score -1541201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1541217.125000 Penalty: 3105.073242
	Iteration 22Q: 3 clusters Score -1541217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1541226.875000 Penalty: 3105.073242
	Iteration 23Q: 3 clusters Score -1541227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1541236.000000 Penalty: 3105.073242
	Iteration 24Q: 3 clusters Score -1541236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1541247.000000 Penalty: 3105.073242
	Iteration 25Q: 3 clusters Score -1541247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1541260.875000 Penalty: 3105.073242
	Iteration 26Q: 3 clusters Score -1541261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1541271.125000 Penalty: 3105.073242
	Iteration 27Q: 3 clusters Score -1541271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1541277.875000 Penalty: 3105.073242
	Iteration 28Q: 3 clusters Score -1541278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1541288.125000 Penalty: 3105.073242
	Iteration 29Q: 3 clusters Score -1541288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1541295.000000 Penalty: 3105.073242
	Iteration 30Q: 3 clusters Score -1541295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1541301.125000 Penalty: 3105.073242
	Iteration 31Q: 3 clusters Score -1541301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1541304.875000 Penalty: 3105.073242
	Iteration 32Q: 3 clusters Score -1541305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1541309.000000 Penalty: 3105.073242
	Iteration 33Q: 3 clusters Score -1541309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1541314.625000 Penalty: 3105.073242
	Iteration 34Q: 3 clusters Score -1541315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1541315.875000 Penalty: 3105.073242
	Iteration 35Q: 3 clusters Score -1541316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1541322.000000 Penalty: 3105.073242
	Iteration 36Q: 3 clusters Score -1541322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1541323.500000 Penalty: 3105.073242
	Iteration 37Q: 3 clusters Score -1541324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1541326.750000 Penalty: 3105.073242
	Iteration 38Q: 3 clusters Score -1541327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1541330.250000 Penalty: 3105.073242
	Iteration 39Q: 3 clusters Score -1541330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1541334.875000 Penalty: 3105.073242
	Iteration 40F: 3 clusters Score -1541335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1541335.125000 Penalty: 3105.073242
	Iteration 41Q: 3 clusters Score -1541335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1541339.625000 Penalty: 3105.073242
	Iteration 42Q: 3 clusters Score -1541340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1541344.875000 Penalty: 3105.073242
	Iteration 43Q: 3 clusters Score -1541345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1541349.750000 Penalty: 3105.073242
	Iteration 44Q: 3 clusters Score -1541350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1541352.500000 Penalty: 3105.073242
	Iteration 45Q: 3 clusters Score -1541352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1541357.625000 Penalty: 3105.073242
	Iteration 46Q: 3 clusters Score -1541358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1541358.500000 Penalty: 3105.073242
	Iteration 47Q: 3 clusters Score -1541358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1541358.000000 Penalty: 3105.073242
	Iteration 48Q: 3 clusters Score -1541358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1541362.125000 Penalty: 3105.073242
	Iteration 49Q: 3 clusters Score -1541362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1541362.625000 Penalty: 3105.073242
	Iteration 50Q: 3 clusters Score -1541363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1541371.125000 Penalty: 3105.073242
	Iteration 51Q: 3 clusters Score -1541371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1541371.125000 Penalty: 3105.073242
	Iteration 52Q: 3 clusters Score -1541371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1541378.250000 Penalty: 3105.073242
	Iteration 53Q: 3 clusters Score -1541378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1541383.125000 Penalty: 3105.073242
	Iteration 54Q: 3 clusters Score -1541383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1541392.500000 Penalty: 3105.073242
	Iteration 55Q: 3 clusters Score -1541392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1541395.500000 Penalty: 3105.073242
	Iteration 56Q: 3 clusters Score -1541396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1541401.000000 Penalty: 3105.073242
	Iteration 57Q: 3 clusters Score -1541401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1541403.500000 Penalty: 3105.073242
	Iteration 58Q: 3 clusters Score -1541404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1541402.250000 Penalty: 3105.073242
	Iteration 59Q: 3 clusters Score -1541402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1541407.625000 Penalty: 3105.073242
	Iteration 60F: 3 clusters Score -1541408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1541404.625000 Penalty: 3105.073242
	Iteration 61Q: 3 clusters Score -1541405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1541408.750000 Penalty: 3105.073242
	Iteration 62Q: 3 clusters Score -1541409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1541408.375000 Penalty: 3105.073242
	Iteration 63Q: 3 clusters Score -1541408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1541411.125000 Penalty: 3105.073242
	Iteration 64Q: 3 clusters Score -1541411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1541409.875000 Penalty: 3105.073242
	Iteration 65Q: 3 clusters Score -1541410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1541411.000000 Penalty: 3105.073242
	Iteration 66Q: 3 clusters Score -1541411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1541412.125000 Penalty: 3105.073242
	Iteration 67Q: 3 clusters Score -1541412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1541412.375000 Penalty: 3105.073242
	Iteration 68Q: 3 clusters Score -1541412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1541412.375000 Penalty: 3105.073242
	Iteration 69F: 3 clusters Score -1541412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -371739.062500 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -371739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368713.750000 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -368713.8 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -369675.343750 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -369675.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -369869.687500 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -369869.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -370008.781250 Penalty: 2658.422363
	Iteration 3F: 3 clusters Score -370008.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370139.062500 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -370139.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -370281.468750 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -370281.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -370426.187500 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -370426.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -370559.156250 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -370559.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -370678.125000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -370678.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -370790.843750 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -370790.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -370874.906250 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -370874.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -370920.500000 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -370920.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -370956.843750 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -370956.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -370986.000000 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -370986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -371008.937500 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -371008.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -371022.187500 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -371022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -371036.343750 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -371036.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -371050.968750 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -371051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -371061.718750 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -371061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -371072.406250 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -371072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -371080.218750 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -371080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371086.937500 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -371086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371091.156250 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -371091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371094.875000 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -371094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -371097.781250 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -371097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -371099.031250 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -371099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -371100.875000 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -371100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -371102.437500 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -371102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -371103.218750 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -371103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -371105.000000 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -371105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -371107.406250 Penalty: 2658.422363
	Iteration 30Q: 3 clusters Score -371107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -371107.468750 Penalty: 2658.422363
	Iteration 31Q: 3 clusters Score -371107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -371107.468750 Penalty: 2658.422363
	Iteration 32F: 3 clusters Score -371107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -154893.218750 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -154893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153135.312500 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -153135.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -153435.765625 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -153435.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -153515.265625 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -153515.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153572.593750 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -153572.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153616.359375 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -153616.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153648.718750 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -153648.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153672.125000 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -153672.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -153688.515625 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -153688.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -153710.156250 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -153710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153720.296875 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -153720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -153728.500000 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -153728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153736.187500 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -153736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153740.406250 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -153740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -153740.984375 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -153741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -153743.156250 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -153743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153743.937500 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -153743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -153745.046875 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -153745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153748.656250 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -153748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153750.468750 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -153750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153753.015625 Penalty: 2372.653564
	Iteration 19Q: 3 clusters Score -153753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153756.265625 Penalty: 2372.653564
	Iteration 20F: 3 clusters Score -153756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -153759.437500 Penalty: 2372.653564
	Iteration 21Q: 3 clusters Score -153759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -153763.890625 Penalty: 2372.653564
	Iteration 22Q: 3 clusters Score -153763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153768.390625 Penalty: 2372.653564
	Iteration 23Q: 3 clusters Score -153768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153772.921875 Penalty: 2372.653564
	Iteration 24Q: 3 clusters Score -153772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153776.750000 Penalty: 2372.653564
	Iteration 25Q: 3 clusters Score -153776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153777.937500 Penalty: 2372.653564
	Iteration 26Q: 3 clusters Score -153777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153779.078125 Penalty: 2372.653564
	Iteration 27Q: 3 clusters Score -153779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153779.828125 Penalty: 2372.653564
	Iteration 28Q: 3 clusters Score -153779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153779.828125 Penalty: 2372.653564
	Iteration 29F: 3 clusters Score -153779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Entering Unmasked Estep 
Score: -4779078.500000 Penalty: 1737.315430
	Iteration 0F: 2 clusters Score -4779078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4749661.500000 Penalty: 3474.630859
	Iteration 0F: 3 clusters Score -4749662 nChanged 20548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4761082.000000 Penalty: 3474.630859
	Iteration 1F: 3 clusters Score -4761082 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4761431.000000 Penalty: 3474.630859
	Iteration 2Q: 3 clusters Score -4761431 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4761824.000000 Penalty: 3474.630859
	Iteration 3Q: 3 clusters Score -4761824 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4762250.500000 Penalty: 3474.630859
	Iteration 4Q: 3 clusters Score -4762250 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4762781.000000 Penalty: 3474.630859
	Iteration 5Q: 3 clusters Score -4762781 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4763522.500000 Penalty: 3474.630859
	Iteration 6Q: 3 clusters Score -4763522 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4764513.500000 Penalty: 3474.630859
	Iteration 7Q: 3 clusters Score -4764514 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4765908.500000 Penalty: 3474.630859
	Iteration 8F: 3 clusters Score -4765908 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4767719.000000 Penalty: 3474.630859
	Iteration 9F: 3 clusters Score -4767719 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4769833.500000 Penalty: 3474.630859
	Iteration 10F: 3 clusters Score -4769834 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -4771332.500000 Penalty: 3474.630859
	Iteration 11F: 3 clusters Score -4771332 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4772051.000000 Penalty: 3474.630859
	Iteration 12Q: 3 clusters Score -4772051 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4772331.500000 Penalty: 3474.630859
	Iteration 13Q: 3 clusters Score -4772332 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4772483.500000 Penalty: 3474.630859
	Iteration 14Q: 3 clusters Score -4772484 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4772591.000000 Penalty: 3474.630859
	Iteration 15Q: 3 clusters Score -4772591 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4772696.000000 Penalty: 3474.630859
	Iteration 16Q: 3 clusters Score -4772696 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4772821.000000 Penalty: 3474.630859
	Iteration 17Q: 3 clusters Score -4772821 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4772931.000000 Penalty: 3474.630859
	Iteration 18Q: 3 clusters Score -4772931 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4773091.500000 Penalty: 3474.630859
	Iteration 19Q: 3 clusters Score -4773092 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4773195.500000 Penalty: 3474.630859
	Iteration 20F: 3 clusters Score -4773196 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4773323.000000 Penalty: 3474.630859
	Iteration 21Q: 3 clusters Score -4773323 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4773427.500000 Penalty: 3474.630859
	Iteration 22Q: 3 clusters Score -4773428 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4773541.000000 Penalty: 3474.630859
	Iteration 23Q: 3 clusters Score -4773541 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4773631.000000 Penalty: 3474.630859
	Iteration 24Q: 3 clusters Score -4773631 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4773700.500000 Penalty: 3474.630859
	Iteration 25Q: 3 clusters Score -4773700 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4773766.000000 Penalty: 3474.630859
	Iteration 26Q: 3 clusters Score -4773766 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4773850.500000 Penalty: 3474.630859
	Iteration 27Q: 3 clusters Score -4773850 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4773896.500000 Penalty: 3474.630859
	Iteration 28Q: 3 clusters Score -4773896 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4773967.500000 Penalty: 3474.630859
	Iteration 29Q: 3 clusters Score -4773968 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4774049.500000 Penalty: 3474.630859
	Iteration 30Q: 3 clusters Score -4774050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4774119.000000 Penalty: 3474.630859
	Iteration 31Q: 3 clusters Score -4774119 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4774176.000000 Penalty: 3474.630859
	Iteration 32Q: 3 clusters Score -4774176 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4774238.000000 Penalty: 3474.630859
	Iteration 33Q: 3 clusters Score -4774238 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4774320.000000 Penalty: 3474.630859
	Iteration 34Q: 3 clusters Score -4774320 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4774376.000000 Penalty: 3474.630859
	Iteration 35Q: 3 clusters Score -4774376 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4774430.000000 Penalty: 3474.630859
	Iteration 36Q: 3 clusters Score -4774430 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4774485.000000 Penalty: 3474.630859
	Iteration 37Q: 3 clusters Score -4774485 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4774547.500000 Penalty: 3474.630859
	Iteration 38Q: 3 clusters Score -4774548 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4774597.000000 Penalty: 3474.630859
	Iteration 39Q: 3 clusters Score -4774597 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4774634.500000 Penalty: 3474.630859
	Iteration 40F: 3 clusters Score -4774634 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4774690.000000 Penalty: 3474.630859
	Iteration 41Q: 3 clusters Score -4774690 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4774746.000000 Penalty: 3474.630859
	Iteration 42Q: 3 clusters Score -4774746 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4774809.500000 Penalty: 3474.630859
	Iteration 43Q: 3 clusters Score -4774810 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4774876.500000 Penalty: 3474.630859
	Iteration 44Q: 3 clusters Score -4774876 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4774928.500000 Penalty: 3474.630859
	Iteration 45Q: 3 clusters Score -4774928 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4774956.000000 Penalty: 3474.630859
	Iteration 46Q: 3 clusters Score -4774956 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4775012.500000 Penalty: 3474.630859
	Iteration 47Q: 3 clusters Score -4775012 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4775081.500000 Penalty: 3474.630859
	Iteration 48Q: 3 clusters Score -4775082 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4775143.000000 Penalty: 3474.630859
	Iteration 49Q: 3 clusters Score -4775143 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4775206.500000 Penalty: 3474.630859
	Iteration 50Q: 3 clusters Score -4775206 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4775274.500000 Penalty: 3474.630859
	Iteration 51Q: 3 clusters Score -4775274 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4775371.000000 Penalty: 3474.630859
	Iteration 52Q: 3 clusters Score -4775371 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4775428.000000 Penalty: 3474.630859
	Iteration 53Q: 3 clusters Score -4775428 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4775503.000000 Penalty: 3474.630859
	Iteration 54Q: 3 clusters Score -4775503 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4775567.000000 Penalty: 3474.630859
	Iteration 55Q: 3 clusters Score -4775567 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4775640.000000 Penalty: 3474.630859
	Iteration 56Q: 3 clusters Score -4775640 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -4775719.000000 Penalty: 3474.630859
	Iteration 57Q: 3 clusters Score -4775719 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4775793.000000 Penalty: 3474.630859
	Iteration 58Q: 3 clusters Score -4775793 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4775856.000000 Penalty: 3474.630859
	Iteration 59Q: 3 clusters Score -4775856 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4775946.500000 Penalty: 3474.630859
	Iteration 60F: 3 clusters Score -4775946 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4776066.000000 Penalty: 3474.630859
	Iteration 61Q: 3 clusters Score -4776066 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4776169.500000 Penalty: 3474.630859
	Iteration 62Q: 3 clusters Score -4776170 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -4776264.500000 Penalty: 3474.630859
	Iteration 63Q: 3 clusters Score -4776264 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4776414.500000 Penalty: 3474.630859
	Iteration 64Q: 3 clusters Score -4776414 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4776509.500000 Penalty: 3474.630859
	Iteration 65Q: 3 clusters Score -4776510 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4776610.000000 Penalty: 3474.630859
	Iteration 66Q: 3 clusters Score -4776610 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4776698.500000 Penalty: 3474.630859
	Iteration 67Q: 3 clusters Score -4776698 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4776793.500000 Penalty: 3474.630859
	Iteration 68Q: 3 clusters Score -4776794 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4776903.500000 Penalty: 3474.630859
	Iteration 69Q: 3 clusters Score -4776904 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4776994.500000 Penalty: 3474.630859
	Iteration 70Q: 3 clusters Score -4776994 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4777075.500000 Penalty: 3474.630859
	Iteration 71Q: 3 clusters Score -4777076 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4777153.500000 Penalty: 3474.630859
	Iteration 72Q: 3 clusters Score -4777154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4777223.500000 Penalty: 3474.630859
	Iteration 73Q: 3 clusters Score -4777224 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -4777268.500000 Penalty: 3474.630859
	Iteration 74Q: 3 clusters Score -4777268 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4777338.000000 Penalty: 3474.630859
	Iteration 75Q: 3 clusters Score -4777338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -4777390.500000 Penalty: 3474.630859
	Iteration 76Q: 3 clusters Score -4777390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -4777431.500000 Penalty: 3474.630859
	Iteration 77Q: 3 clusters Score -4777432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -4777497.000000 Penalty: 3474.630859
	Iteration 78Q: 3 clusters Score -4777497 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -4777545.000000 Penalty: 3474.630859
	Iteration 79Q: 3 clusters Score -4777545 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4777590.000000 Penalty: 3474.630859
	Iteration 80F: 3 clusters Score -4777590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -4777612.000000 Penalty: 3474.630859
	Iteration 81Q: 3 clusters Score -4777612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4777630.500000 Penalty: 3474.630859
	Iteration 82Q: 3 clusters Score -4777630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4777647.500000 Penalty: 3474.630859
	Iteration 83Q: 3 clusters Score -4777648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -4777663.000000 Penalty: 3474.630859
	Iteration 84Q: 3 clusters Score -4777663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -4777685.500000 Penalty: 3474.630859
	Iteration 85Q: 3 clusters Score -4777686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -4777704.000000 Penalty: 3474.630859
	Iteration 86Q: 3 clusters Score -4777704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4777699.500000 Penalty: 3474.630859
	Iteration 87Q: 3 clusters Score -4777700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -4777716.500000 Penalty: 3474.630859
	Iteration 88Q: 3 clusters Score -4777716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -4777730.500000 Penalty: 3474.630859
	Iteration 89Q: 3 clusters Score -4777730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -4777730.500000 Penalty: 3474.630859
	Iteration 90Q: 3 clusters Score -4777730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -4777731.500000 Penalty: 3474.630859
	Iteration 91Q: 3 clusters Score -4777732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4777734.000000 Penalty: 3474.630859
	Iteration 92Q: 3 clusters Score -4777734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -4777731.500000 Penalty: 3474.630859
	Iteration 93Q: 3 clusters Score -4777732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -4777734.500000 Penalty: 3474.630859
	Iteration 94Q: 3 clusters Score -4777734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -4777741.000000 Penalty: 3474.630859
	Iteration 95Q: 3 clusters Score -4777741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -4777750.500000 Penalty: 3474.630859
	Iteration 96Q: 3 clusters Score -4777750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -4777752.500000 Penalty: 3474.630859
	Iteration 97Q: 3 clusters Score -4777752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -4777766.000000 Penalty: 3474.630859
	Iteration 98Q: 3 clusters Score -4777766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4777766.000000 Penalty: 3474.630859
	Iteration 99Q: 3 clusters Score -4777766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -4777773.000000 Penalty: 3474.630859
	Iteration 100F: 3 clusters Score -4777773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -4777773.500000 Penalty: 3474.630859
	Iteration 101Q: 3 clusters Score -4777774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -4777792.000000 Penalty: 3474.630859
	Iteration 102Q: 3 clusters Score -4777792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -4777798.000000 Penalty: 3474.630859
	Iteration 103Q: 3 clusters Score -4777798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -4777808.000000 Penalty: 3474.630859
	Iteration 104Q: 3 clusters Score -4777808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -4777809.000000 Penalty: 3474.630859
	Iteration 105Q: 3 clusters Score -4777809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -4777819.000000 Penalty: 3474.630859
	Iteration 106Q: 3 clusters Score -4777819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -4777825.500000 Penalty: 3474.630859
	Iteration 107Q: 3 clusters Score -4777826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4777826.000000 Penalty: 3474.630859
	Iteration 108Q: 3 clusters Score -4777826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -4777831.000000 Penalty: 3474.630859
	Iteration 109Q: 3 clusters Score -4777831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -4777827.500000 Penalty: 3474.630859
	Iteration 110Q: 3 clusters Score -4777828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4777837.500000 Penalty: 3474.630859
	Iteration 111Q: 3 clusters Score -4777838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -4777834.000000 Penalty: 3474.630859
	Iteration 112Q: 3 clusters Score -4777834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4777831.000000 Penalty: 3474.630859
	Iteration 113Q: 3 clusters Score -4777831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4777829.000000 Penalty: 3474.630859
	Iteration 114Q: 3 clusters Score -4777829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -4777831.500000 Penalty: 3474.630859
	Iteration 115Q: 3 clusters Score -4777832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -4777832.500000 Penalty: 3474.630859
	Iteration 116Q: 3 clusters Score -4777832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -4777835.500000 Penalty: 3474.630859
	Iteration 117Q: 3 clusters Score -4777836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4777831.500000 Penalty: 3474.630859
	Iteration 118Q: 3 clusters Score -4777832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -4777830.500000 Penalty: 3474.630859
	Iteration 119Q: 3 clusters Score -4777830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -4777833.000000 Penalty: 3474.630859
	Iteration 120F: 3 clusters Score -4777833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -4777830.000000 Penalty: 3474.630859
	Iteration 121Q: 3 clusters Score -4777830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -4777835.500000 Penalty: 3474.630859
	Iteration 122Q: 3 clusters Score -4777836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -4777831.500000 Penalty: 3474.630859
	Iteration 123Q: 3 clusters Score -4777832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -4777836.500000 Penalty: 3474.630859
	Iteration 124Q: 3 clusters Score -4777836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -4777841.000000 Penalty: 3474.630859
	Iteration 125Q: 3 clusters Score -4777841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4777834.000000 Penalty: 3474.630859
	Iteration 126Q: 3 clusters Score -4777834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -4777837.500000 Penalty: 3474.630859
	Iteration 127Q: 3 clusters Score -4777838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -4777839.000000 Penalty: 3474.630859
	Iteration 128Q: 3 clusters Score -4777839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -4777842.000000 Penalty: 3474.630859
	Iteration 129Q: 3 clusters Score -4777842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -4777845.500000 Penalty: 3474.630859
	Iteration 130Q: 3 clusters Score -4777846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4777837.000000 Penalty: 3474.630859
	Iteration 131Q: 3 clusters Score -4777837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -4777842.000000 Penalty: 3474.630859
	Iteration 132Q: 3 clusters Score -4777842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4777846.500000 Penalty: 3474.630859
	Iteration 133Q: 3 clusters Score -4777846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4777843.500000 Penalty: 3474.630859
	Iteration 134Q: 3 clusters Score -4777844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -4777844.500000 Penalty: 3474.630859
	Iteration 135Q: 3 clusters Score -4777844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -4777850.000000 Penalty: 3474.630859
	Iteration 136Q: 3 clusters Score -4777850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4777851.000000 Penalty: 3474.630859
	Iteration 137Q: 3 clusters Score -4777851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4777851.500000 Penalty: 3474.630859
	Iteration 138Q: 3 clusters Score -4777852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4777851.500000 Penalty: 3474.630859
	Iteration 139F: 3 clusters Score -4777852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 208356 members 
Mstep: Class 4 contains 62694 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 174257 members 
Mstep: Class 7 contains 171808 members 
Mstep: Class 8 contains 30816 members 
Mstep: Class 9 contains 4141 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 18 contains 12379 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 23 contains 43966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 20 clusters Score -8.44649e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 209958 members 
Mstep: Class 4 contains 61816 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 173628 members 
Mstep: Class 7 contains 171875 members 
Mstep: Class 8 contains 30841 members 
Mstep: Class 9 contains 4149 members 
Mstep: Class 10 contains 10836 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 7029 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 3567 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 23 contains 43881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 20 clusters Score -8.446518e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 316 members 
Mstep: Class 3 contains 211498 members 
Mstep: Class 4 contains 60901 members 
Mstep: Class 5 contains 26381 members 
Mstep: Class 6 contains 173134 members 
Mstep: Class 7 contains 171910 members 
Mstep: Class 8 contains 30854 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 7107 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 18 contains 12442 members 
Mstep: Class 19 contains 14133 members 
Mstep: Class 20 contains 3565 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 23 contains 43775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 20 clusters Score -8.446573e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 213037 members 
Mstep: Class 4 contains 60005 members 
Mstep: Class 5 contains 26393 members 
Mstep: Class 6 contains 172620 members 
Mstep: Class 7 contains 171944 members 
Mstep: Class 8 contains 30868 members 
Mstep: Class 9 contains 4155 members 
Mstep: Class 10 contains 10820 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 7204 members 
Mstep: Class 14 contains 2961 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 18 contains 12464 members 
Mstep: Class 19 contains 14167 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 23 contains 43663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -8.446573e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 214569 members 
Mstep: Class 4 contains 59037 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 172209 members 
Mstep: Class 7 contains 171957 members 
Mstep: Class 8 contains 30887 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 3030 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 18 contains 12507 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 23 contains 43509 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -8.446538e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 216155 members 
Mstep: Class 4 contains 58117 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 171692 members 
Mstep: Class 7 contains 171950 members 
Mstep: Class 8 contains 30901 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 10807 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 7416 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 18 contains 12545 members 
Mstep: Class 19 contains 14230 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 23 contains 43393 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 20 clusters Score -8.446515e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 217778 members 
Mstep: Class 4 contains 57265 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 171220 members 
Mstep: Class 7 contains 171800 members 
Mstep: Class 8 contains 30926 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 10803 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 14271 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 23 contains 43262 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -8.446541e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 219369 members 
Mstep: Class 4 contains 56443 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 170788 members 
Mstep: Class 7 contains 171600 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 18 contains 12610 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 23 contains 43160 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -8.446611e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 220937 members 
Mstep: Class 4 contains 55691 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 170287 members 
Mstep: Class 7 contains 171393 members 
Mstep: Class 8 contains 30967 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 10816 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 7700 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 23 contains 43055 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -8.446614e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 222548 members 
Mstep: Class 4 contains 54981 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 169774 members 
Mstep: Class 7 contains 171138 members 
Mstep: Class 8 contains 30963 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 10817 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 23 contains 42966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -8.446656e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 224194 members 
Mstep: Class 4 contains 54357 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 169149 members 
Mstep: Class 7 contains 170891 members 
Mstep: Class 8 contains 30966 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 7869 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 14453 members 
Mstep: Class 20 contains 3566 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 23 contains 42913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -8.446702e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 225898 members 
Mstep: Class 4 contains 53807 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 168467 members 
Mstep: Class 7 contains 170636 members 
Mstep: Class 8 contains 30964 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 10804 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 7937 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 18 contains 12737 members 
Mstep: Class 19 contains 14495 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 23 contains 42857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 20 clusters Score -8.446738e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 227594 members 
Mstep: Class 4 contains 53243 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 167769 members 
Mstep: Class 7 contains 170382 members 
Mstep: Class 8 contains 30959 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 10791 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 8000 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 18 contains 12764 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 23 contains 42804 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -8.446818e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 229296 members 
Mstep: Class 4 contains 52721 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 167073 members 
Mstep: Class 7 contains 170092 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 12 contains 1498 members 
Mstep: Class 13 contains 8067 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 18 contains 12786 members 
Mstep: Class 19 contains 14588 members 
Mstep: Class 20 contains 3569 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 23 contains 42742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 20 clusters Score -8.446886e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 230899 members 
Mstep: Class 4 contains 52272 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 166481 members 
Mstep: Class 7 contains 169790 members 
Mstep: Class 8 contains 30943 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 10790 members 
Mstep: Class 12 contains 1485 members 
Mstep: Class 13 contains 8161 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 18 contains 12796 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -8.446934e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 232342 members 
Mstep: Class 4 contains 51885 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 165992 members 
Mstep: Class 7 contains 169491 members 
Mstep: Class 8 contains 30933 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 10797 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 8251 members 
Mstep: Class 14 contains 3731 members 
Mstep: Class 15 contains 4282 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 3566 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 23 contains 42523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 20 clusters Score -8.446968e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 233729 members 
Mstep: Class 4 contains 51486 members 
Mstep: Class 5 contains 26412 members 
Mstep: Class 6 contains 165598 members 
Mstep: Class 7 contains 169148 members 
Mstep: Class 8 contains 30928 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 10791 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 8313 members 
Mstep: Class 14 contains 3775 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 18 contains 12820 members 
Mstep: Class 19 contains 14732 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 42423 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 20 clusters Score -8.446981e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 234915 members 
Mstep: Class 4 contains 51105 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 165358 members 
Mstep: Class 7 contains 168779 members 
Mstep: Class 8 contains 30923 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 10797 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 18 contains 12828 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 3554 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 42365 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -8.447025e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 236072 members 
Mstep: Class 4 contains 50788 members 
Mstep: Class 5 contains 26405 members 
Mstep: Class 6 contains 165059 members 
Mstep: Class 7 contains 168474 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 4201 members 
Mstep: Class 10 contains 10804 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 8399 members 
Mstep: Class 14 contains 3890 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 18 contains 12836 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 42271 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -8.44709e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 237167 members 
Mstep: Class 4 contains 50542 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 164716 members 
Mstep: Class 7 contains 168198 members 
Mstep: Class 8 contains 30912 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 12 contains 1426 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 18 contains 12855 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 23 contains 42172 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -8.447154e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 238182 members 
Mstep: Class 4 contains 50325 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 164451 members 
Mstep: Class 7 contains 167901 members 
Mstep: Class 8 contains 30902 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 3996 members 
Mstep: Class 15 contains 4091 members 
Mstep: Class 18 contains 12870 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 23 contains 42069 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -8.447198e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 239095 members 
Mstep: Class 4 contains 50132 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 164257 members 
Mstep: Class 7 contains 167649 members 
Mstep: Class 8 contains 30892 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 8509 members 
Mstep: Class 14 contains 4030 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 15015 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 23 contains 41984 members 
Entering Unmasked Estep 
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Score: -84472064.000000 Penalty: 42000.691406
Iteration 100F: 20 clusters Score -8.447206e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 239976 members 
Mstep: Class 4 contains 49941 members 
Mstep: Class 5 contains 26394 members 
Mstep: Class 6 contains 164120 members 
Mstep: Class 7 contains 167350 members 
Mstep: Class 8 contains 30879 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 8548 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 18 contains 12871 members 
Mstep: Class 19 contains 15083 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41905 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -8.44719e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 240813 members 
Mstep: Class 4 contains 49787 members 
Mstep: Class 5 contains 26380 members 
Mstep: Class 6 contains 163960 members 
Mstep: Class 7 contains 167072 members 
Mstep: Class 8 contains 30862 members 
Mstep: Class 9 contains 4170 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 8596 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 18 contains 12865 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41829 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -8.447194e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 241522 members 
Mstep: Class 4 contains 49620 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 163904 members 
Mstep: Class 7 contains 166822 members 
Mstep: Class 8 contains 30850 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 8635 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 18 contains 12859 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41747 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 20 clusters Score -8.447258e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 242146 members 
Mstep: Class 4 contains 49497 members 
Mstep: Class 5 contains 26367 members 
Mstep: Class 6 contains 163824 members 
Mstep: Class 7 contains 166590 members 
Mstep: Class 8 contains 30840 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 10856 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 13 contains 8685 members 
Mstep: Class 14 contains 4169 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 18 contains 12863 members 
Mstep: Class 19 contains 15286 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41684 members 
Entering Unmasked Estep 
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Score: -84472960.000000 Penalty: 42000.691406
Iteration 104Q: 20 clusters Score -8.447296e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 242705 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 26366 members 
Mstep: Class 6 contains 163766 members 
Mstep: Class 7 contains 166407 members 
Mstep: Class 8 contains 30829 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 12 contains 1387 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 4198 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 18 contains 12857 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 3532 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473040.000000 Penalty: 42000.691406
Iteration 105Q: 20 clusters Score -8.447304e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 243265 members 
Mstep: Class 4 contains 49212 members 
Mstep: Class 5 contains 26363 members 
Mstep: Class 6 contains 163697 members 
Mstep: Class 7 contains 166204 members 
Mstep: Class 8 contains 30808 members 
Mstep: Class 9 contains 4132 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 8782 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 15390 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473224.000000 Penalty: 42000.691406
Iteration 106Q: 20 clusters Score -8.447322e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 243827 members 
Mstep: Class 4 contains 49085 members 
Mstep: Class 5 contains 26363 members 
Mstep: Class 6 contains 163638 members 
Mstep: Class 7 contains 165987 members 
Mstep: Class 8 contains 30796 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 10 contains 10884 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 18 contains 12849 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41542 members 
Entering Unmasked Estep 
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Score: -84473584.000000 Penalty: 42000.691406
Iteration 107Q: 20 clusters Score -8.447358e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 244305 members 
Mstep: Class 4 contains 48967 members 
Mstep: Class 5 contains 26355 members 
Mstep: Class 6 contains 163636 members 
Mstep: Class 7 contains 165798 members 
Mstep: Class 8 contains 30787 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 10887 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 18 contains 12856 members 
Mstep: Class 19 contains 15482 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 23 contains 41486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473800.000000 Penalty: 42000.691406
Iteration 108Q: 20 clusters Score -8.44738e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 244732 members 
Mstep: Class 4 contains 48857 members 
Mstep: Class 5 contains 26344 members 
Mstep: Class 6 contains 163711 members 
Mstep: Class 7 contains 165603 members 
Mstep: Class 8 contains 30774 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 10898 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 8900 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 15 contains 3814 members 
Mstep: Class 18 contains 12854 members 
Mstep: Class 19 contains 15519 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473976.000000 Penalty: 42000.691406
Iteration 109Q: 20 clusters Score -8.447398e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 245215 members 
Mstep: Class 4 contains 48753 members 
Mstep: Class 5 contains 26339 members 
Mstep: Class 6 contains 163762 members 
Mstep: Class 7 contains 165391 members 
Mstep: Class 8 contains 30762 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 18 contains 12835 members 
Mstep: Class 19 contains 15546 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 23 contains 41412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474088.000000 Penalty: 42000.691406
Iteration 110Q: 20 clusters Score -8.447409e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 245620 members 
Mstep: Class 4 contains 48702 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 163823 members 
Mstep: Class 7 contains 165183 members 
Mstep: Class 8 contains 30754 members 
Mstep: Class 9 contains 4079 members 
Mstep: Class 10 contains 10903 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 8946 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 18 contains 12823 members 
Mstep: Class 19 contains 15571 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 23 contains 41390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 20 clusters Score -8.44745e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 246039 members 
Mstep: Class 4 contains 48694 members 
Mstep: Class 5 contains 26324 members 
Mstep: Class 6 contains 163849 members 
Mstep: Class 7 contains 164986 members 
Mstep: Class 8 contains 30753 members 
Mstep: Class 9 contains 4068 members 
Mstep: Class 10 contains 10904 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 8960 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 19 contains 15594 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474592.000000 Penalty: 42000.691406
Iteration 112Q: 20 clusters Score -8.447459e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 246445 members 
Mstep: Class 4 contains 48688 members 
Mstep: Class 5 contains 26314 members 
Mstep: Class 6 contains 163857 members 
Mstep: Class 7 contains 164809 members 
Mstep: Class 8 contains 30752 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 10906 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 8974 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 18 contains 12803 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41309 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 20 clusters Score -8.447457e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 246807 members 
Mstep: Class 4 contains 48676 members 
Mstep: Class 5 contains 26301 members 
Mstep: Class 6 contains 163913 members 
Mstep: Class 7 contains 164635 members 
Mstep: Class 8 contains 30747 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 10912 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 8992 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 18 contains 12791 members 
Mstep: Class 19 contains 15642 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 23 contains 41271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 20 clusters Score -8.447456e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 247110 members 
Mstep: Class 4 contains 48689 members 
Mstep: Class 5 contains 26290 members 
Mstep: Class 6 contains 163966 members 
Mstep: Class 7 contains 164466 members 
Mstep: Class 8 contains 30743 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 10919 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 9007 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 15667 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474712.000000 Penalty: 42000.691406
Iteration 115Q: 20 clusters Score -8.447471e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 247430 members 
Mstep: Class 4 contains 48679 members 
Mstep: Class 5 contains 26282 members 
Mstep: Class 6 contains 164026 members 
Mstep: Class 7 contains 164286 members 
Mstep: Class 8 contains 30738 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 10921 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 9019 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 18 contains 12789 members 
Mstep: Class 19 contains 15697 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 23 contains 41207 members 
Entering Unmasked Estep 
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Iteration 116Q: 20 clusters Score -8.447486e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 247726 members 
Mstep: Class 4 contains 48684 members 
Mstep: Class 5 contains 26283 members 
Mstep: Class 6 contains 164035 members 
Mstep: Class 7 contains 164155 members 
Mstep: Class 8 contains 30734 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 10928 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 9027 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 3516 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 23 contains 41164 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 20 clusters Score -8.447497e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 313 members 
Mstep: Class 3 contains 247973 members 
Mstep: Class 4 contains 48681 members 
Mstep: Class 5 contains 26284 members 
Mstep: Class 6 contains 164060 members 
Mstep: Class 7 contains 164039 members 
Mstep: Class 8 contains 30732 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 10936 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 9034 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 15796 members 
Mstep: Class 20 contains 3515 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41121 members 
Entering Unmasked Estep 
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Iteration 118Q: 20 clusters Score -8.447484e+07 nChanged 1398
Entering ConstructFrom: 
Score: -84474840.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (18427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Entering Unmasked Estep 
Score: -1917371.750000 Penalty: 1596.005493
	Iteration 0F: 2 clusters Score -1917372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1904827.500000 Penalty: 3192.010986
	Iteration 0F: 3 clusters Score -1904828 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1909330.125000 Penalty: 3192.010986
	Iteration 1F: 3 clusters Score -1909330 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1909888.750000 Penalty: 3192.010986
	Iteration 2F: 3 clusters Score -1909889 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1910708.250000 Penalty: 3192.010986
	Iteration 3F: 3 clusters Score -1910708 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1911881.750000 Penalty: 3192.010986
	Iteration 4F: 3 clusters Score -1911882 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1913377.625000 Penalty: 3192.010986
	Iteration 5F: 3 clusters Score -1913378 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1914825.875000 Penalty: 3192.010986
	Iteration 6F: 3 clusters Score -1914826 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1915747.125000 Penalty: 3192.010986
	Iteration 7F: 3 clusters Score -1915747 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1916184.375000 Penalty: 3192.010986
	Iteration 8Q: 3 clusters Score -1916184 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1916452.000000 Penalty: 3192.010986
	Iteration 9Q: 3 clusters Score -1916452 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1916552.125000 Penalty: 3192.010986
	Iteration 10Q: 3 clusters Score -1916552 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1916587.125000 Penalty: 3192.010986
	Iteration 11Q: 3 clusters Score -1916587 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1916741.625000 Penalty: 3192.010986
	Iteration 12Q: 3 clusters Score -1916742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1916794.250000 Penalty: 3192.010986
	Iteration 13Q: 3 clusters Score -1916794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1916818.375000 Penalty: 3192.010986
	Iteration 14Q: 3 clusters Score -1916818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1916822.625000 Penalty: 3192.010986
	Iteration 15Q: 3 clusters Score -1916823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1916832.750000 Penalty: 3192.010986
	Iteration 16Q: 3 clusters Score -1916833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1916840.750000 Penalty: 3192.010986
	Iteration 17Q: 3 clusters Score -1916841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1916845.000000 Penalty: 3192.010986
	Iteration 18Q: 3 clusters Score -1916845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1916844.500000 Penalty: 3192.010986
	Iteration 19Q: 3 clusters Score -1916844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1916849.750000 Penalty: 3192.010986
	Iteration 20F: 3 clusters Score -1916850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1916856.000000 Penalty: 3192.010986
	Iteration 21Q: 3 clusters Score -1916856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1916858.375000 Penalty: 3192.010986
	Iteration 22Q: 3 clusters Score -1916858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1916863.000000 Penalty: 3192.010986
	Iteration 23Q: 3 clusters Score -1916863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1916858.125000 Penalty: 3192.010986
	Iteration 24Q: 3 clusters Score -1916858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1916861.875000 Penalty: 3192.010986
	Iteration 25Q: 3 clusters Score -1916862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1916858.750000 Penalty: 3192.010986
	Iteration 26Q: 3 clusters Score -1916859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1916857.125000 Penalty: 3192.010986
	Iteration 27Q: 3 clusters Score -1916857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1916858.000000 Penalty: 3192.010986
	Iteration 28Q: 3 clusters Score -1916858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1916858.625000 Penalty: 3192.010986
	Iteration 29Q: 3 clusters Score -1916859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1916857.125000 Penalty: 3192.010986
	Iteration 30Q: 3 clusters Score -1916857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1916862.250000 Penalty: 3192.010986
	Iteration 31Q: 3 clusters Score -1916862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1916864.250000 Penalty: 3192.010986
	Iteration 32Q: 3 clusters Score -1916864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1916864.875000 Penalty: 3192.010986
	Iteration 33Q: 3 clusters Score -1916865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1916870.250000 Penalty: 3192.010986
	Iteration 34Q: 3 clusters Score -1916870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1916869.625000 Penalty: 3192.010986
	Iteration 35Q: 3 clusters Score -1916870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1916869.250000 Penalty: 3192.010986
	Iteration 36Q: 3 clusters Score -1916869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1916865.250000 Penalty: 3192.010986
	Iteration 37Q: 3 clusters Score -1916865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1916868.125000 Penalty: 3192.010986
	Iteration 38Q: 3 clusters Score -1916868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1916868.875000 Penalty: 3192.010986
	Iteration 39Q: 3 clusters Score -1916869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1916869.000000 Penalty: 3192.010986
	Iteration 40F: 3 clusters Score -1916869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1916872.000000 Penalty: 3192.010986
	Iteration 41Q: 3 clusters Score -1916872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1916869.750000 Penalty: 3192.010986
	Iteration 42Q: 3 clusters Score -1916870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1916874.250000 Penalty: 3192.010986
	Iteration 43Q: 3 clusters Score -1916874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1916875.125000 Penalty: 3192.010986
	Iteration 44Q: 3 clusters Score -1916875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1916876.625000 Penalty: 3192.010986
	Iteration 45Q: 3 clusters Score -1916877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1916878.125000 Penalty: 3192.010986
	Iteration 46Q: 3 clusters Score -1916878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1916875.625000 Penalty: 3192.010986
	Iteration 47Q: 3 clusters Score -1916876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1916872.750000 Penalty: 3192.010986
	Iteration 48Q: 3 clusters Score -1916873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1916873.500000 Penalty: 3192.010986
	Iteration 49Q: 3 clusters Score -1916874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1916873.500000 Penalty: 3192.010986
	Iteration 50F: 3 clusters Score -1916874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -23469.283203 Penalty: 933.758057
	Iteration 0F: 2 clusters Score -23469.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22878.902344 Penalty: 1867.516113
	Iteration 0F: 3 clusters Score -22878.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23483.669922 Penalty: 1867.516113
	Iteration 1F: 3 clusters Score -23483.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23896.154297 Penalty: 1867.516113
	Iteration 2F: 3 clusters Score -23896.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24106.955078 Penalty: 1867.516113
	Iteration 3F: 3 clusters Score -24106.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24144.617188 Penalty: 1867.516113
	Iteration 4Q: 3 clusters Score -24144.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24223.765625 Penalty: 1867.516113
	Iteration 5Q: 3 clusters Score -24223.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24259.103516 Penalty: 1867.516113
	Iteration 6Q: 3 clusters Score -24259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24264.943359 Penalty: 1867.516113
	Iteration 7Q: 3 clusters Score -24264.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24265.986328 Penalty: 1867.516113
	Iteration 8Q: 3 clusters Score -24265.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24266.927734 Penalty: 1867.516113
	Iteration 9F: 3 clusters Score -24266.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24270.871094 Penalty: 1867.516113
	Iteration 10Q: 3 clusters Score -24270.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24275.089844 Penalty: 1867.516113
	Iteration 11Q: 3 clusters Score -24275.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24301.203125 Penalty: 1867.516113
	Iteration 12Q: 3 clusters Score -24301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24333.119141 Penalty: 1867.516113
	Iteration 13Q: 3 clusters Score -24333.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24342.806641 Penalty: 1867.516113
	Iteration 14Q: 3 clusters Score -24342.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24346.236328 Penalty: 1867.516113
	Iteration 15Q: 3 clusters Score -24346.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24348.464844 Penalty: 1867.516113
	Iteration 16F: 3 clusters Score -24348.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24357.833984 Penalty: 1867.516113
	Iteration 17Q: 3 clusters Score -24357.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24366.595703 Penalty: 1867.516113
	Iteration 18Q: 3 clusters Score -24366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24371.548828 Penalty: 1867.516113
	Iteration 19Q: 3 clusters Score -24371.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24376.634766 Penalty: 1867.516113
	Iteration 20F: 3 clusters Score -24376.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24388.099609 Penalty: 1867.516113
	Iteration 21Q: 3 clusters Score -24388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24451.955078 Penalty: 1867.516113
	Iteration 22Q: 3 clusters Score -24451.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24494.044922 Penalty: 1867.516113
	Iteration 23Q: 3 clusters Score -24494.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24510.445312 Penalty: 1867.516113
	Iteration 24Q: 3 clusters Score -24510.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24510.445312 Penalty: 1867.516113
	Iteration 25F: 3 clusters Score -24510.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 248254 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 164070 members 
Mstep: Class 7 contains 163908 members 
Mstep: Class 8 contains 30734 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 10 contains 10943 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 9037 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 3498 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41085 members 
Entering Unmasked Estep 
Score: -84474856.000000 Penalty: 44211.253906
Splitting cluster 2 changes total score from -84474840.000000 to -84474856.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (248254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248254 members 
Entering Unmasked Estep 
Score: -26376904.000000 Penalty: 2018.608765
	Iteration 0F: 2 clusters Score -2.63769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -26217634.000000 Penalty: 4037.217529
	Iteration 0F: 3 clusters Score -2.621763e+07 nChanged 120724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -26289522.000000 Penalty: 4037.217529
	Iteration 1F: 3 clusters Score -2.628952e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -26290872.000000 Penalty: 4037.217529
	Iteration 2Q: 3 clusters Score -2.629087e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 134776 members 
Entering Unmasked Estep 
Score: -26293146.000000 Penalty: 4037.217529
	Iteration 3Q: 3 clusters Score -2.629315e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 140296 members 
Entering Unmasked Estep 
Score: -26296020.000000 Penalty: 4037.217529
	Iteration 4Q: 3 clusters Score -2.629602e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
Score: -26300850.000000 Penalty: 4037.217529
	Iteration 5Q: 3 clusters Score -2.630085e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -26308344.000000 Penalty: 4037.217529
	Iteration 6F: 3 clusters Score -2.630834e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -26319520.000000 Penalty: 4037.217529
	Iteration 7F: 3 clusters Score -2.631952e+07 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 195774 members 
Entering Unmasked Estep 
Score: -26333618.000000 Penalty: 4037.217529
	Iteration 8F: 3 clusters Score -2.633362e+07 nChanged 18080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 213772 members 
Entering Unmasked Estep 
Score: -26348064.000000 Penalty: 4037.217529
	Iteration 9F: 3 clusters Score -2.634806e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 228259 members 
Entering Unmasked Estep 
Score: -26359154.000000 Penalty: 4037.217529
	Iteration 10F: 3 clusters Score -2.635915e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 238000 members 
Entering Unmasked Estep 
Score: -26366568.000000 Penalty: 4037.217529
	Iteration 11Q: 3 clusters Score -2.636657e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 243498 members 
Entering Unmasked Estep 
Score: -26370766.000000 Penalty: 4037.217529
	Iteration 12Q: 3 clusters Score -2.637077e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 246102 members 
Entering Unmasked Estep 
Score: -26373126.000000 Penalty: 4037.217529
	Iteration 13Q: 3 clusters Score -2.637313e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 247196 members 
Entering Unmasked Estep 
Score: -26374218.000000 Penalty: 4037.217529
	Iteration 14Q: 3 clusters Score -2.637422e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 247632 members 
Entering Unmasked Estep 
Score: -26374616.000000 Penalty: 4037.217529
	Iteration 15Q: 3 clusters Score -2.637462e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 247823 members 
Entering Unmasked Estep 
Score: -26374820.000000 Penalty: 4037.217529
	Iteration 16Q: 3 clusters Score -2.637482e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 247905 members 
Entering Unmasked Estep 
Score: -26374962.000000 Penalty: 4037.217529
	Iteration 17Q: 3 clusters Score -2.637496e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247943 members 
Entering Unmasked Estep 
Score: -26375010.000000 Penalty: 4037.217529
	Iteration 18Q: 3 clusters Score -2.637501e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247967 members 
Entering Unmasked Estep 
Score: -26375042.000000 Penalty: 4037.217529
	Iteration 19Q: 3 clusters Score -2.637504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247986 members 
Entering Unmasked Estep 
Score: -26375036.000000 Penalty: 4037.217529
	Iteration 20F: 3 clusters Score -2.637504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247995 members 
Entering Unmasked Estep 
Score: -26375052.000000 Penalty: 4037.217529
	Iteration 21Q: 3 clusters Score -2.637505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248000 members 
Entering Unmasked Estep 
Score: -26375076.000000 Penalty: 4037.217529
	Iteration 22Q: 3 clusters Score -2.637508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248006 members 
Entering Unmasked Estep 
Score: -26375098.000000 Penalty: 4037.217529
	Iteration 23Q: 3 clusters Score -2.63751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248007 members 
Entering Unmasked Estep 
Score: -26375112.000000 Penalty: 4037.217529
	Iteration 24Q: 3 clusters Score -2.637511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248014 members 
Entering Unmasked Estep 
Score: -26375108.000000 Penalty: 4037.217529
	Iteration 25Q: 3 clusters Score -2.637511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248014 members 
Entering Unmasked Estep 
Score: -26375120.000000 Penalty: 4037.217529
	Iteration 26Q: 3 clusters Score -2.637512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248016 members 
Entering Unmasked Estep 
Score: -26375124.000000 Penalty: 4037.217529
	Iteration 27Q: 3 clusters Score -2.637512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248017 members 
Entering Unmasked Estep 
Score: -26375128.000000 Penalty: 4037.217529
	Iteration 28Q: 3 clusters Score -2.637513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248017 members 
Entering Unmasked Estep 
Score: -26375128.000000 Penalty: 4037.217529
	Iteration 29F: 3 clusters Score -2.637513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Entering Unmasked Estep 
Score: -5133576.000000 Penalty: 1753.876343
	Iteration 0F: 2 clusters Score -5133576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5100928.000000 Penalty: 3507.752686
	Iteration 0F: 3 clusters Score -5100928 nChanged 22934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5114047.000000 Penalty: 3507.752686
	Iteration 1F: 3 clusters Score -5114047 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5114520.500000 Penalty: 3507.752686
	Iteration 2Q: 3 clusters Score -5114520 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5115027.000000 Penalty: 3507.752686
	Iteration 3Q: 3 clusters Score -5115027 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -5115499.500000 Penalty: 3507.752686
	Iteration 4Q: 3 clusters Score -5115500 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5116031.000000 Penalty: 3507.752686
	Iteration 5Q: 3 clusters Score -5116031 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5116566.000000 Penalty: 3507.752686
	Iteration 6Q: 3 clusters Score -5116566 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5117275.000000 Penalty: 3507.752686
	Iteration 7Q: 3 clusters Score -5117275 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5118105.000000 Penalty: 3507.752686
	Iteration 8Q: 3 clusters Score -5118105 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -5119259.000000 Penalty: 3507.752686
	Iteration 9Q: 3 clusters Score -5119259 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5120725.500000 Penalty: 3507.752686
	Iteration 10Q: 3 clusters Score -5120726 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5122468.500000 Penalty: 3507.752686
	Iteration 11F: 3 clusters Score -5122468 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5124315.500000 Penalty: 3507.752686
	Iteration 12Q: 3 clusters Score -5124316 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5125978.000000 Penalty: 3507.752686
	Iteration 13Q: 3 clusters Score -5125978 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5127546.500000 Penalty: 3507.752686
	Iteration 14Q: 3 clusters Score -5127546 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5128854.500000 Penalty: 3507.752686
	Iteration 15Q: 3 clusters Score -5128854 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5129938.500000 Penalty: 3507.752686
	Iteration 16Q: 3 clusters Score -5129938 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5130749.000000 Penalty: 3507.752686
	Iteration 17Q: 3 clusters Score -5130749 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5131315.500000 Penalty: 3507.752686
	Iteration 18Q: 3 clusters Score -5131316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5131647.000000 Penalty: 3507.752686
	Iteration 19Q: 3 clusters Score -5131647 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -5131859.000000 Penalty: 3507.752686
	Iteration 20F: 3 clusters Score -5131859 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -5131977.000000 Penalty: 3507.752686
	Iteration 21Q: 3 clusters Score -5131977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5132051.500000 Penalty: 3507.752686
	Iteration 22Q: 3 clusters Score -5132052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -5132100.000000 Penalty: 3507.752686
	Iteration 23Q: 3 clusters Score -5132100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -5132131.000000 Penalty: 3507.752686
	Iteration 24Q: 3 clusters Score -5132131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5132151.000000 Penalty: 3507.752686
	Iteration 25Q: 3 clusters Score -5132151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5132169.000000 Penalty: 3507.752686
	Iteration 26Q: 3 clusters Score -5132169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -5132177.000000 Penalty: 3507.752686
	Iteration 27Q: 3 clusters Score -5132177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5132188.000000 Penalty: 3507.752686
	Iteration 28Q: 3 clusters Score -5132188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -5132204.500000 Penalty: 3507.752686
	Iteration 29Q: 3 clusters Score -5132204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5132209.000000 Penalty: 3507.752686
	Iteration 30Q: 3 clusters Score -5132209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -5132226.000000 Penalty: 3507.752686
	Iteration 31Q: 3 clusters Score -5132226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -5132229.500000 Penalty: 3507.752686
	Iteration 32Q: 3 clusters Score -5132230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -5132245.000000 Penalty: 3507.752686
	Iteration 33Q: 3 clusters Score -5132245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -5132264.000000 Penalty: 3507.752686
	Iteration 34Q: 3 clusters Score -5132264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -5132265.000000 Penalty: 3507.752686
	Iteration 35Q: 3 clusters Score -5132265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -5132269.500000 Penalty: 3507.752686
	Iteration 36Q: 3 clusters Score -5132270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5132267.500000 Penalty: 3507.752686
	Iteration 37Q: 3 clusters Score -5132268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -5132275.000000 Penalty: 3507.752686
	Iteration 38Q: 3 clusters Score -5132275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -5132289.000000 Penalty: 3507.752686
	Iteration 39Q: 3 clusters Score -5132289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -5132301.500000 Penalty: 3507.752686
	Iteration 40F: 3 clusters Score -5132302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5132302.000000 Penalty: 3507.752686
	Iteration 41Q: 3 clusters Score -5132302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -5132304.000000 Penalty: 3507.752686
	Iteration 42Q: 3 clusters Score -5132304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -5132301.500000 Penalty: 3507.752686
	Iteration 43Q: 3 clusters Score -5132302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -5132313.000000 Penalty: 3507.752686
	Iteration 44Q: 3 clusters Score -5132313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132321.000000 Penalty: 3507.752686
	Iteration 45Q: 3 clusters Score -5132321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132320.000000 Penalty: 3507.752686
	Iteration 46Q: 3 clusters Score -5132320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132320.500000 Penalty: 3507.752686
	Iteration 47Q: 3 clusters Score -5132320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132321.500000 Penalty: 3507.752686
	Iteration 48Q: 3 clusters Score -5132322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132322.500000 Penalty: 3507.752686
	Iteration 49Q: 3 clusters Score -5132322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5132329.000000 Penalty: 3507.752686
	Iteration 50Q: 3 clusters Score -5132329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -5132332.000000 Penalty: 3507.752686
	Iteration 51Q: 3 clusters Score -5132332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -5132337.000000 Penalty: 3507.752686
	Iteration 52Q: 3 clusters Score -5132337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -5132331.500000 Penalty: 3507.752686
	Iteration 53Q: 3 clusters Score -5132332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -5132323.500000 Penalty: 3507.752686
	Iteration 54Q: 3 clusters Score -5132324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5132322.500000 Penalty: 3507.752686
	Iteration 55Q: 3 clusters Score -5132322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5132322.500000 Penalty: 3507.752686
	Iteration 56F: 3 clusters Score -5132322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Entering Unmasked Estep 
Score: -2713731.500000 Penalty: 1653.660645
	Iteration 0F: 2 clusters Score -2713732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2696028.750000 Penalty: 3307.321289
	Iteration 0F: 3 clusters Score -2696029 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2702576.750000 Penalty: 3307.321289
	Iteration 1F: 3 clusters Score -2702577 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2703014.000000 Penalty: 3307.321289
	Iteration 2Q: 3 clusters Score -2703014 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2703503.250000 Penalty: 3307.321289
	Iteration 3Q: 3 clusters Score -2703503 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2704018.250000 Penalty: 3307.321289
	Iteration 4Q: 3 clusters Score -2704018 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2704493.500000 Penalty: 3307.321289
	Iteration 5Q: 3 clusters Score -2704494 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2704957.000000 Penalty: 3307.321289
	Iteration 6Q: 3 clusters Score -2704957 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2705453.500000 Penalty: 3307.321289
	Iteration 7Q: 3 clusters Score -2705454 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2705981.250000 Penalty: 3307.321289
	Iteration 8Q: 3 clusters Score -2705981 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2706479.000000 Penalty: 3307.321289
	Iteration 9Q: 3 clusters Score -2706479 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2707004.000000 Penalty: 3307.321289
	Iteration 10Q: 3 clusters Score -2707004 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2707540.750000 Penalty: 3307.321289
	Iteration 11Q: 3 clusters Score -2707541 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2707992.000000 Penalty: 3307.321289
	Iteration 12Q: 3 clusters Score -2707992 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2708432.750000 Penalty: 3307.321289
	Iteration 13Q: 3 clusters Score -2708433 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2708871.000000 Penalty: 3307.321289
	Iteration 14Q: 3 clusters Score -2708871 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2709335.750000 Penalty: 3307.321289
	Iteration 15Q: 3 clusters Score -2709336 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2709801.750000 Penalty: 3307.321289
	Iteration 16Q: 3 clusters Score -2709802 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2710290.750000 Penalty: 3307.321289
	Iteration 17Q: 3 clusters Score -2710291 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2710785.750000 Penalty: 3307.321289
	Iteration 18Q: 3 clusters Score -2710786 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2711249.250000 Penalty: 3307.321289
	Iteration 19Q: 3 clusters Score -2711249 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -2711647.000000 Penalty: 3307.321289
	Iteration 20F: 3 clusters Score -2711647 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2711919.500000 Penalty: 3307.321289
	Iteration 21Q: 3 clusters Score -2711920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2712110.000000 Penalty: 3307.321289
	Iteration 22Q: 3 clusters Score -2712110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2712223.250000 Penalty: 3307.321289
	Iteration 23Q: 3 clusters Score -2712223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2712328.000000 Penalty: 3307.321289
	Iteration 24Q: 3 clusters Score -2712328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2712418.500000 Penalty: 3307.321289
	Iteration 25Q: 3 clusters Score -2712418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2712508.000000 Penalty: 3307.321289
	Iteration 26Q: 3 clusters Score -2712508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2712573.250000 Penalty: 3307.321289
	Iteration 27Q: 3 clusters Score -2712573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2712605.750000 Penalty: 3307.321289
	Iteration 28Q: 3 clusters Score -2712606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2712637.500000 Penalty: 3307.321289
	Iteration 29Q: 3 clusters Score -2712638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2712668.250000 Penalty: 3307.321289
	Iteration 30Q: 3 clusters Score -2712668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2712704.000000 Penalty: 3307.321289
	Iteration 31Q: 3 clusters Score -2712704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2712734.250000 Penalty: 3307.321289
	Iteration 32Q: 3 clusters Score -2712734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2712767.750000 Penalty: 3307.321289
	Iteration 33Q: 3 clusters Score -2712768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -2712816.750000 Penalty: 3307.321289
	Iteration 34Q: 3 clusters Score -2712817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2712965.250000 Penalty: 3307.321289
	Iteration 35Q: 3 clusters Score -2712965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2713057.000000 Penalty: 3307.321289
	Iteration 36Q: 3 clusters Score -2713057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2713094.250000 Penalty: 3307.321289
	Iteration 37Q: 3 clusters Score -2713094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2713110.250000 Penalty: 3307.321289
	Iteration 38Q: 3 clusters Score -2713110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2713131.000000 Penalty: 3307.321289
	Iteration 39Q: 3 clusters Score -2713131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2713141.250000 Penalty: 3307.321289
	Iteration 40F: 3 clusters Score -2713141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2713144.250000 Penalty: 3307.321289
	Iteration 41Q: 3 clusters Score -2713144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2713142.750000 Penalty: 3307.321289
	Iteration 42Q: 3 clusters Score -2713143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2713147.250000 Penalty: 3307.321289
	Iteration 43Q: 3 clusters Score -2713147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2713147.750000 Penalty: 3307.321289
	Iteration 44Q: 3 clusters Score -2713148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2713148.250000 Penalty: 3307.321289
	Iteration 45Q: 3 clusters Score -2713148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2713152.750000 Penalty: 3307.321289
	Iteration 46Q: 3 clusters Score -2713153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2713152.750000 Penalty: 3307.321289
	Iteration 47Q: 3 clusters Score -2713153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2713156.750000 Penalty: 3307.321289
	Iteration 48Q: 3 clusters Score -2713157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2713152.500000 Penalty: 3307.321289
	Iteration 49Q: 3 clusters Score -2713152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2713154.250000 Penalty: 3307.321289
	Iteration 50Q: 3 clusters Score -2713154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2713158.250000 Penalty: 3307.321289
	Iteration 51Q: 3 clusters Score -2713158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2713166.500000 Penalty: 3307.321289
	Iteration 52Q: 3 clusters Score -2713166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2713170.750000 Penalty: 3307.321289
	Iteration 53Q: 3 clusters Score -2713171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2713179.000000 Penalty: 3307.321289
	Iteration 54Q: 3 clusters Score -2713179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2713179.000000 Penalty: 3307.321289
	Iteration 55Q: 3 clusters Score -2713179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2713181.750000 Penalty: 3307.321289
	Iteration 56Q: 3 clusters Score -2713182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2713183.750000 Penalty: 3307.321289
	Iteration 57Q: 3 clusters Score -2713184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2713186.250000 Penalty: 3307.321289
	Iteration 58Q: 3 clusters Score -2713186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2713186.250000 Penalty: 3307.321289
	Iteration 59F: 3 clusters Score -2713186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Entering Unmasked Estep 
Score: -17573914.000000 Penalty: 1951.307861
	Iteration 0F: 2 clusters Score -1.757391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -17468900.000000 Penalty: 3902.615723
	Iteration 0F: 3 clusters Score -1.74689e+07 nChanged 79230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -17515714.000000 Penalty: 3902.615723
	Iteration 1F: 3 clusters Score -1.751571e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -17516718.000000 Penalty: 3902.615723
	Iteration 2Q: 3 clusters Score -1.751672e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -17518364.000000 Penalty: 3902.615723
	Iteration 3Q: 3 clusters Score -1.751836e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -17521356.000000 Penalty: 3902.615723
	Iteration 4Q: 3 clusters Score -1.752136e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -17527320.000000 Penalty: 3902.615723
	Iteration 5F: 3 clusters Score -1.752732e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -17537532.000000 Penalty: 3902.615723
	Iteration 6F: 3 clusters Score -1.753753e+07 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -17551202.000000 Penalty: 3902.615723
	Iteration 7F: 3 clusters Score -1.75512e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -17563130.000000 Penalty: 3902.615723
	Iteration 8F: 3 clusters Score -1.756313e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -17568986.000000 Penalty: 3902.615723
	Iteration 9Q: 3 clusters Score -1.756899e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 160981 members 
Entering Unmasked Estep 
Score: -17571142.000000 Penalty: 3902.615723
	Iteration 10Q: 3 clusters Score -1.757114e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -17571892.000000 Penalty: 3902.615723
	Iteration 11Q: 3 clusters Score -1.757189e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -17572216.000000 Penalty: 3902.615723
	Iteration 12Q: 3 clusters Score -1.757222e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -17572300.000000 Penalty: 3902.615723
	Iteration 13Q: 3 clusters Score -1.75723e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -17572402.000000 Penalty: 3902.615723
	Iteration 14Q: 3 clusters Score -1.75724e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -17572444.000000 Penalty: 3902.615723
	Iteration 15Q: 3 clusters Score -1.757244e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -17572454.000000 Penalty: 3902.615723
	Iteration 16Q: 3 clusters Score -1.757245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 163532 members 
Entering Unmasked Estep 
Score: -17572446.000000 Penalty: 3902.615723
	Iteration 17Q: 3 clusters Score -1.757245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -17572468.000000 Penalty: 3902.615723
	Iteration 18Q: 3 clusters Score -1.757247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -17572466.000000 Penalty: 3902.615723
	Iteration 19Q: 3 clusters Score -1.757247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -17572486.000000 Penalty: 3902.615723
	Iteration 20F: 3 clusters Score -1.757249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -17572486.000000 Penalty: 3902.615723
	Iteration 21Q: 3 clusters Score -1.757249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -17572482.000000 Penalty: 3902.615723
	Iteration 22Q: 3 clusters Score -1.757248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 163604 members 
Entering Unmasked Estep 
Score: -17572494.000000 Penalty: 3902.615723
	Iteration 23Q: 3 clusters Score -1.757249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -17572490.000000 Penalty: 3902.615723
	Iteration 24Q: 3 clusters Score -1.757249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -17572488.000000 Penalty: 3902.615723
	Iteration 25Q: 3 clusters Score -1.757249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 163618 members 
Entering Unmasked Estep 
Score: -17572484.000000 Penalty: 3902.615723
	Iteration 26Q: 3 clusters Score -1.757248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 163624 members 
Entering Unmasked Estep 
Score: -17572468.000000 Penalty: 3902.615723
	Iteration 27Q: 3 clusters Score -1.757247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 163626 members 
Entering Unmasked Estep 
Score: -17572462.000000 Penalty: 3902.615723
	Iteration 28Q: 3 clusters Score -1.757246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -17572462.000000 Penalty: 3902.615723
	Iteration 29Q: 3 clusters Score -1.757246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -17572470.000000 Penalty: 3902.615723
	Iteration 30Q: 3 clusters Score -1.757247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -17572470.000000 Penalty: 3902.615723
	Iteration 31Q: 3 clusters Score -1.757247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 163633 members 
Entering Unmasked Estep 
Score: -17572478.000000 Penalty: 3902.615723
	Iteration 32Q: 3 clusters Score -1.757248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -17572470.000000 Penalty: 3902.615723
	Iteration 33Q: 3 clusters Score -1.757247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -17572468.000000 Penalty: 3902.615723
	Iteration 34Q: 3 clusters Score -1.757247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -17572462.000000 Penalty: 3902.615723
	Iteration 35Q: 3 clusters Score -1.757246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 163639 members 
Entering Unmasked Estep 
Score: -17572466.000000 Penalty: 3902.615723
	Iteration 36Q: 3 clusters Score -1.757247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 163641 members 
Entering Unmasked Estep 
Score: -17572474.000000 Penalty: 3902.615723
	Iteration 37Q: 3 clusters Score -1.757247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -17572468.000000 Penalty: 3902.615723
	Iteration 38Q: 3 clusters Score -1.757247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 163643 members 
Entering Unmasked Estep 
Score: -17572468.000000 Penalty: 3902.615723
	Iteration 39F: 3 clusters Score -1.757247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Entering Unmasked Estep 
Score: -17535814.000000 Penalty: 1951.147461
	Iteration 0F: 2 clusters Score -1.753581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -17430042.000000 Penalty: 3902.294922
	Iteration 0F: 3 clusters Score -1.743004e+07 nChanged 79528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -17477886.000000 Penalty: 3902.294922
	Iteration 1F: 3 clusters Score -1.747789e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -17479356.000000 Penalty: 3902.294922
	Iteration 2Q: 3 clusters Score -1.747936e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -17481528.000000 Penalty: 3902.294922
	Iteration 3Q: 3 clusters Score -1.748153e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -17485202.000000 Penalty: 3902.294922
	Iteration 4Q: 3 clusters Score -1.74852e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -17490882.000000 Penalty: 3902.294922
	Iteration 5F: 3 clusters Score -1.749088e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -17499158.000000 Penalty: 3902.294922
	Iteration 6F: 3 clusters Score -1.749916e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -17507698.000000 Penalty: 3902.294922
	Iteration 7F: 3 clusters Score -1.75077e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -17514178.000000 Penalty: 3902.294922
	Iteration 8F: 3 clusters Score -1.751418e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -17517420.000000 Penalty: 3902.294922
	Iteration 9Q: 3 clusters Score -1.751742e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 114078 members 
Entering Unmasked Estep 
Score: -17518834.000000 Penalty: 3902.294922
	Iteration 10Q: 3 clusters Score -1.751883e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -17519828.000000 Penalty: 3902.294922
	Iteration 11Q: 3 clusters Score -1.751983e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 119213 members 
Entering Unmasked Estep 
Score: -17520754.000000 Penalty: 3902.294922
	Iteration 12Q: 3 clusters Score -1.752075e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 121947 members 
Entering Unmasked Estep 
Score: -17521860.000000 Penalty: 3902.294922
	Iteration 13Q: 3 clusters Score -1.752186e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -17523108.000000 Penalty: 3902.294922
	Iteration 14Q: 3 clusters Score -1.752311e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -17524556.000000 Penalty: 3902.294922
	Iteration 15Q: 3 clusters Score -1.752456e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -17526022.000000 Penalty: 3902.294922
	Iteration 16Q: 3 clusters Score -1.752602e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -17527564.000000 Penalty: 3902.294922
	Iteration 17Q: 3 clusters Score -1.752756e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 135778 members 
Entering Unmasked Estep 
Score: -17528924.000000 Penalty: 3902.294922
	Iteration 18Q: 3 clusters Score -1.752892e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 138094 members 
Entering Unmasked Estep 
Score: -17530292.000000 Penalty: 3902.294922
	Iteration 19Q: 3 clusters Score -1.753029e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -17531342.000000 Penalty: 3902.294922
	Iteration 20F: 3 clusters Score -1.753134e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -17532068.000000 Penalty: 3902.294922
	Iteration 21Q: 3 clusters Score -1.753207e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 143397 members 
Entering Unmasked Estep 
Score: -17532550.000000 Penalty: 3902.294922
	Iteration 22Q: 3 clusters Score -1.753255e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 144813 members 
Entering Unmasked Estep 
Score: -17533048.000000 Penalty: 3902.294922
	Iteration 23Q: 3 clusters Score -1.753305e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -17533358.000000 Penalty: 3902.294922
	Iteration 24Q: 3 clusters Score -1.753336e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -17533716.000000 Penalty: 3902.294922
	Iteration 25Q: 3 clusters Score -1.753372e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -17533944.000000 Penalty: 3902.294922
	Iteration 26Q: 3 clusters Score -1.753394e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -17534138.000000 Penalty: 3902.294922
	Iteration 27Q: 3 clusters Score -1.753414e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -17534226.000000 Penalty: 3902.294922
	Iteration 28Q: 3 clusters Score -1.753423e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -17534324.000000 Penalty: 3902.294922
	Iteration 29Q: 3 clusters Score -1.753432e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -17534470.000000 Penalty: 3902.294922
	Iteration 30Q: 3 clusters Score -1.753447e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -17534474.000000 Penalty: 3902.294922
	Iteration 31Q: 3 clusters Score -1.753447e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -17534594.000000 Penalty: 3902.294922
	Iteration 32Q: 3 clusters Score -1.753459e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -17534602.000000 Penalty: 3902.294922
	Iteration 33Q: 3 clusters Score -1.75346e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 154857 members 
Entering Unmasked Estep 
Score: -17534690.000000 Penalty: 3902.294922
	Iteration 34Q: 3 clusters Score -1.753469e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -17534694.000000 Penalty: 3902.294922
	Iteration 35Q: 3 clusters Score -1.753469e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -17534660.000000 Penalty: 3902.294922
	Iteration 36Q: 3 clusters Score -1.753466e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -17534620.000000 Penalty: 3902.294922
	Iteration 37Q: 3 clusters Score -1.753462e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -17534710.000000 Penalty: 3902.294922
	Iteration 38Q: 3 clusters Score -1.753471e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -17534732.000000 Penalty: 3902.294922
	Iteration 39Q: 3 clusters Score -1.753473e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 157325 members 
Entering Unmasked Estep 
Score: -17534722.000000 Penalty: 3902.294922
	Iteration 40F: 3 clusters Score -1.753472e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -17534720.000000 Penalty: 3902.294922
	Iteration 41Q: 3 clusters Score -1.753472e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -17534740.000000 Penalty: 3902.294922
	Iteration 42Q: 3 clusters Score -1.753474e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -17534772.000000 Penalty: 3902.294922
	Iteration 43Q: 3 clusters Score -1.753477e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 158409 members 
Entering Unmasked Estep 
Score: -17534804.000000 Penalty: 3902.294922
	Iteration 44Q: 3 clusters Score -1.75348e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -17534850.000000 Penalty: 3902.294922
	Iteration 45Q: 3 clusters Score -1.753485e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -17534844.000000 Penalty: 3902.294922
	Iteration 46Q: 3 clusters Score -1.753484e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -17534846.000000 Penalty: 3902.294922
	Iteration 47Q: 3 clusters Score -1.753485e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -17534780.000000 Penalty: 3902.294922
	Iteration 48Q: 3 clusters Score -1.753478e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -17534794.000000 Penalty: 3902.294922
	Iteration 49Q: 3 clusters Score -1.753479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -17534776.000000 Penalty: 3902.294922
	Iteration 50Q: 3 clusters Score -1.753478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -17534808.000000 Penalty: 3902.294922
	Iteration 51Q: 3 clusters Score -1.753481e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -17534804.000000 Penalty: 3902.294922
	Iteration 52Q: 3 clusters Score -1.75348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -17534798.000000 Penalty: 3902.294922
	Iteration 53Q: 3 clusters Score -1.75348e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 159647 members 
Entering Unmasked Estep 
Score: -17534824.000000 Penalty: 3902.294922
	Iteration 54Q: 3 clusters Score -1.753482e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -17534824.000000 Penalty: 3902.294922
	Iteration 55Q: 3 clusters Score -1.753482e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -17534802.000000 Penalty: 3902.294922
	Iteration 56Q: 3 clusters Score -1.75348e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 159865 members 
Entering Unmasked Estep 
Score: -17534854.000000 Penalty: 3902.294922
	Iteration 57Q: 3 clusters Score -1.753485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -17534848.000000 Penalty: 3902.294922
	Iteration 58Q: 3 clusters Score -1.753485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -17534850.000000 Penalty: 3902.294922
	Iteration 59Q: 3 clusters Score -1.753485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -17534840.000000 Penalty: 3902.294922
	Iteration 60F: 3 clusters Score -1.753484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 160057 members 
Entering Unmasked Estep 
Score: -17534856.000000 Penalty: 3902.294922
	Iteration 61Q: 3 clusters Score -1.753486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 160093 members 
Entering Unmasked Estep 
Score: -17534842.000000 Penalty: 3902.294922
	Iteration 62Q: 3 clusters Score -1.753484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 160132 members 
Entering Unmasked Estep 
Score: -17534826.000000 Penalty: 3902.294922
	Iteration 63Q: 3 clusters Score -1.753483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 160159 members 
Entering Unmasked Estep 
Score: -17534812.000000 Penalty: 3902.294922
	Iteration 64Q: 3 clusters Score -1.753481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 160184 members 
Entering Unmasked Estep 
Score: -17534806.000000 Penalty: 3902.294922
	Iteration 65Q: 3 clusters Score -1.753481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -17534816.000000 Penalty: 3902.294922
	Iteration 66Q: 3 clusters Score -1.753482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -17534816.000000 Penalty: 3902.294922
	Iteration 67Q: 3 clusters Score -1.753482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -17534816.000000 Penalty: 3902.294922
	Iteration 68Q: 3 clusters Score -1.753482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -17534826.000000 Penalty: 3902.294922
	Iteration 69Q: 3 clusters Score -1.753483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -17534826.000000 Penalty: 3902.294922
	Iteration 70Q: 3 clusters Score -1.753483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 160325 members 
Entering Unmasked Estep 
Score: -17534834.000000 Penalty: 3902.294922
	Iteration 71Q: 3 clusters Score -1.753483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -17534820.000000 Penalty: 3902.294922
	Iteration 72Q: 3 clusters Score -1.753482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -17534820.000000 Penalty: 3902.294922
	Iteration 73Q: 3 clusters Score -1.753482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -17534834.000000 Penalty: 3902.294922
	Iteration 74Q: 3 clusters Score -1.753483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 160404 members 
Entering Unmasked Estep 
Score: -17534818.000000 Penalty: 3902.294922
	Iteration 75Q: 3 clusters Score -1.753482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -17534804.000000 Penalty: 3902.294922
	Iteration 76Q: 3 clusters Score -1.75348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -17534814.000000 Penalty: 3902.294922
	Iteration 77Q: 3 clusters Score -1.753481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 160449 members 
Entering Unmasked Estep 
Score: -17534820.000000 Penalty: 3902.294922
	Iteration 78Q: 3 clusters Score -1.753482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -17534824.000000 Penalty: 3902.294922
	Iteration 79Q: 3 clusters Score -1.753482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -17534808.000000 Penalty: 3902.294922
	Iteration 80F: 3 clusters Score -1.753481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -17534822.000000 Penalty: 3902.294922
	Iteration 81Q: 3 clusters Score -1.753482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 160518 members 
Entering Unmasked Estep 
Score: -17534814.000000 Penalty: 3902.294922
	Iteration 82Q: 3 clusters Score -1.753481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -17534798.000000 Penalty: 3902.294922
	Iteration 83Q: 3 clusters Score -1.75348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -17534804.000000 Penalty: 3902.294922
	Iteration 84Q: 3 clusters Score -1.75348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -17534810.000000 Penalty: 3902.294922
	Iteration 85Q: 3 clusters Score -1.753481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -17534812.000000 Penalty: 3902.294922
	Iteration 86Q: 3 clusters Score -1.753481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -17534806.000000 Penalty: 3902.294922
	Iteration 87Q: 3 clusters Score -1.753481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -17534824.000000 Penalty: 3902.294922
	Iteration 88Q: 3 clusters Score -1.753482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -17534838.000000 Penalty: 3902.294922
	Iteration 89Q: 3 clusters Score -1.753484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -17534826.000000 Penalty: 3902.294922
	Iteration 90Q: 3 clusters Score -1.753483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -17534828.000000 Penalty: 3902.294922
	Iteration 91Q: 3 clusters Score -1.753483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 160640 members 
Entering Unmasked Estep 
Score: -17534848.000000 Penalty: 3902.294922
	Iteration 92Q: 3 clusters Score -1.753485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 160658 members 
Entering Unmasked Estep 
Score: -17534836.000000 Penalty: 3902.294922
	Iteration 93Q: 3 clusters Score -1.753484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 160675 members 
Entering Unmasked Estep 
Score: -17534842.000000 Penalty: 3902.294922
	Iteration 94Q: 3 clusters Score -1.753484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 160686 members 
Entering Unmasked Estep 
Score: -17534846.000000 Penalty: 3902.294922
	Iteration 95Q: 3 clusters Score -1.753485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 160698 members 
Entering Unmasked Estep 
Score: -17534844.000000 Penalty: 3902.294922
	Iteration 96Q: 3 clusters Score -1.753484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -17534840.000000 Penalty: 3902.294922
	Iteration 97Q: 3 clusters Score -1.753484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 160717 members 
Entering Unmasked Estep 
Score: -17534858.000000 Penalty: 3902.294922
	Iteration 98Q: 3 clusters Score -1.753486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -17534862.000000 Penalty: 3902.294922
	Iteration 99Q: 3 clusters Score -1.753486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -17534858.000000 Penalty: 3902.294922
	Iteration 100F: 3 clusters Score -1.753486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 160737 members 
Entering Unmasked Estep 
Score: -17534856.000000 Penalty: 3902.294922
	Iteration 101Q: 3 clusters Score -1.753486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 160739 members 
Entering Unmasked Estep 
Score: -17534866.000000 Penalty: 3902.294922
	Iteration 102Q: 3 clusters Score -1.753487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -17534862.000000 Penalty: 3902.294922
	Iteration 103Q: 3 clusters Score -1.753486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -17534862.000000 Penalty: 3902.294922
	Iteration 104F: 3 clusters Score -1.753486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Entering Unmasked Estep 
Score: -3211526.000000 Penalty: 1679.132812
	Iteration 0F: 2 clusters Score -3211526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3190837.500000 Penalty: 3358.265625
	Iteration 0F: 3 clusters Score -3190838 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3198800.500000 Penalty: 3358.265625
	Iteration 1F: 3 clusters Score -3198800 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3199520.000000 Penalty: 3358.265625
	Iteration 2F: 3 clusters Score -3199520 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3200593.250000 Penalty: 3358.265625
	Iteration 3F: 3 clusters Score -3200593 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3202162.250000 Penalty: 3358.265625
	Iteration 4F: 3 clusters Score -3202162 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3204014.000000 Penalty: 3358.265625
	Iteration 5F: 3 clusters Score -3204014 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3205643.750000 Penalty: 3358.265625
	Iteration 6F: 3 clusters Score -3205644 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3206832.500000 Penalty: 3358.265625
	Iteration 7F: 3 clusters Score -3206832 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3207561.000000 Penalty: 3358.265625
	Iteration 8Q: 3 clusters Score -3207561 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3208088.000000 Penalty: 3358.265625
	Iteration 9Q: 3 clusters Score -3208088 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3208562.000000 Penalty: 3358.265625
	Iteration 10Q: 3 clusters Score -3208562 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3208962.500000 Penalty: 3358.265625
	Iteration 11Q: 3 clusters Score -3208962 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3209344.000000 Penalty: 3358.265625
	Iteration 12Q: 3 clusters Score -3209344 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3209712.500000 Penalty: 3358.265625
	Iteration 13Q: 3 clusters Score -3209712 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3210019.750000 Penalty: 3358.265625
	Iteration 14Q: 3 clusters Score -3210020 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3210279.500000 Penalty: 3358.265625
	Iteration 15Q: 3 clusters Score -3210280 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3210503.250000 Penalty: 3358.265625
	Iteration 16Q: 3 clusters Score -3210503 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3210688.500000 Penalty: 3358.265625
	Iteration 17Q: 3 clusters Score -3210688 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3210817.750000 Penalty: 3358.265625
	Iteration 18Q: 3 clusters Score -3210818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3210929.750000 Penalty: 3358.265625
	Iteration 19Q: 3 clusters Score -3210930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3211007.250000 Penalty: 3358.265625
	Iteration 20F: 3 clusters Score -3211007 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3211073.500000 Penalty: 3358.265625
	Iteration 21Q: 3 clusters Score -3211074 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3211122.250000 Penalty: 3358.265625
	Iteration 22Q: 3 clusters Score -3211122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3211173.250000 Penalty: 3358.265625
	Iteration 23Q: 3 clusters Score -3211173 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3211213.500000 Penalty: 3358.265625
	Iteration 24Q: 3 clusters Score -3211214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3211259.250000 Penalty: 3358.265625
	Iteration 25Q: 3 clusters Score -3211259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3211283.250000 Penalty: 3358.265625
	Iteration 26Q: 3 clusters Score -3211283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3211311.750000 Penalty: 3358.265625
	Iteration 27Q: 3 clusters Score -3211312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3211342.500000 Penalty: 3358.265625
	Iteration 28Q: 3 clusters Score -3211342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3211347.750000 Penalty: 3358.265625
	Iteration 29Q: 3 clusters Score -3211348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3211355.000000 Penalty: 3358.265625
	Iteration 30Q: 3 clusters Score -3211355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3211348.000000 Penalty: 3358.265625
	Iteration 31Q: 3 clusters Score -3211348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3211358.500000 Penalty: 3358.265625
	Iteration 32Q: 3 clusters Score -3211358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3211368.500000 Penalty: 3358.265625
	Iteration 33Q: 3 clusters Score -3211368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3211379.500000 Penalty: 3358.265625
	Iteration 34Q: 3 clusters Score -3211380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3211382.750000 Penalty: 3358.265625
	Iteration 35Q: 3 clusters Score -3211383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3211385.750000 Penalty: 3358.265625
	Iteration 36Q: 3 clusters Score -3211386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3211389.750000 Penalty: 3358.265625
	Iteration 37Q: 3 clusters Score -3211390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3211397.000000 Penalty: 3358.265625
	Iteration 38Q: 3 clusters Score -3211397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3211399.000000 Penalty: 3358.265625
	Iteration 39Q: 3 clusters Score -3211399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3211399.500000 Penalty: 3358.265625
	Iteration 40F: 3 clusters Score -3211400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3211405.500000 Penalty: 3358.265625
	Iteration 41Q: 3 clusters Score -3211406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3211411.000000 Penalty: 3358.265625
	Iteration 42Q: 3 clusters Score -3211411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3211413.000000 Penalty: 3358.265625
	Iteration 43Q: 3 clusters Score -3211413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3211413.250000 Penalty: 3358.265625
	Iteration 44Q: 3 clusters Score -3211413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3211412.750000 Penalty: 3358.265625
	Iteration 45Q: 3 clusters Score -3211413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3211408.250000 Penalty: 3358.265625
	Iteration 46Q: 3 clusters Score -3211408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3211405.250000 Penalty: 3358.265625
	Iteration 47Q: 3 clusters Score -3211405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3211405.500000 Penalty: 3358.265625
	Iteration 48Q: 3 clusters Score -3211406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3211407.250000 Penalty: 3358.265625
	Iteration 49Q: 3 clusters Score -3211407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3211409.750000 Penalty: 3358.265625
	Iteration 50Q: 3 clusters Score -3211410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3211412.750000 Penalty: 3358.265625
	Iteration 51Q: 3 clusters Score -3211413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3211411.000000 Penalty: 3358.265625
	Iteration 52Q: 3 clusters Score -3211411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3211411.500000 Penalty: 3358.265625
	Iteration 53Q: 3 clusters Score -3211412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3211411.750000 Penalty: 3358.265625
	Iteration 54Q: 3 clusters Score -3211412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3211413.500000 Penalty: 3358.265625
	Iteration 55Q: 3 clusters Score -3211414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3211413.250000 Penalty: 3358.265625
	Iteration 56Q: 3 clusters Score -3211413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3211412.250000 Penalty: 3358.265625
	Iteration 57Q: 3 clusters Score -3211412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3211413.000000 Penalty: 3358.265625
	Iteration 58Q: 3 clusters Score -3211413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3211413.750000 Penalty: 3358.265625
	Iteration 59Q: 3 clusters Score -3211414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3211410.750000 Penalty: 3358.265625
	Iteration 60F: 3 clusters Score -3211411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -391822.500000 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -391822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -388471.656250 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -388471.7 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389305.437500 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -389305.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -389506.843750 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -389506.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -389728.031250 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -389728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -390007.906250 Penalty: 2695.159668
	Iteration 4F: 3 clusters Score -390007.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -390346.531250 Penalty: 2695.159668
	Iteration 5F: 3 clusters Score -390346.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -390748.718750 Penalty: 2695.159668
	Iteration 6F: 3 clusters Score -390748.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -391137.625000 Penalty: 2695.159668
	Iteration 7F: 3 clusters Score -391137.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -391424.906250 Penalty: 2695.159668
	Iteration 8F: 3 clusters Score -391424.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -391595.625000 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -391595.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -391671.781250 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -391671.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -391705.937500 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -391705.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -391723.312500 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -391723.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -391735.968750 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -391736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -391748.343750 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -391748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -391757.625000 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -391757.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -391763.718750 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -391763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -391767.218750 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -391767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -391769.093750 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -391769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -391770.406250 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -391770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -391772.062500 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -391772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -391772.000000 Penalty: 2695.159668
	Iteration 21Q: 3 clusters Score -391772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -391772.000000 Penalty: 2695.159668
	Iteration 22F: 3 clusters Score -391772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1128031.250000 Penalty: 1511.323975
	Iteration 0F: 2 clusters Score -1128031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1120327.750000 Penalty: 3022.647949
	Iteration 0F: 3 clusters Score -1120328 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1123068.625000 Penalty: 3022.647949
	Iteration 1F: 3 clusters Score -1123069 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1123594.750000 Penalty: 3022.647949
	Iteration 2F: 3 clusters Score -1123595 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1124255.625000 Penalty: 3022.647949
	Iteration 3F: 3 clusters Score -1124256 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1125072.625000 Penalty: 3022.647949
	Iteration 4F: 3 clusters Score -1125073 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1125864.500000 Penalty: 3022.647949
	Iteration 5F: 3 clusters Score -1125864 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1126546.875000 Penalty: 3022.647949
	Iteration 6F: 3 clusters Score -1126547 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1126975.625000 Penalty: 3022.647949
	Iteration 7F: 3 clusters Score -1126976 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1127187.875000 Penalty: 3022.647949
	Iteration 8Q: 3 clusters Score -1127188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1127309.000000 Penalty: 3022.647949
	Iteration 9Q: 3 clusters Score -1127309 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1127363.625000 Penalty: 3022.647949
	Iteration 10Q: 3 clusters Score -1127364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1127410.875000 Penalty: 3022.647949
	Iteration 11Q: 3 clusters Score -1127411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1127444.875000 Penalty: 3022.647949
	Iteration 12Q: 3 clusters Score -1127445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1127473.625000 Penalty: 3022.647949
	Iteration 13Q: 3 clusters Score -1127474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1127493.000000 Penalty: 3022.647949
	Iteration 14Q: 3 clusters Score -1127493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1127506.125000 Penalty: 3022.647949
	Iteration 15Q: 3 clusters Score -1127506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1127513.500000 Penalty: 3022.647949
	Iteration 16Q: 3 clusters Score -1127514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1127523.125000 Penalty: 3022.647949
	Iteration 17Q: 3 clusters Score -1127523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1127527.875000 Penalty: 3022.647949
	Iteration 18Q: 3 clusters Score -1127528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1127537.125000 Penalty: 3022.647949
	Iteration 19Q: 3 clusters Score -1127537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1127542.250000 Penalty: 3022.647949
	Iteration 20F: 3 clusters Score -1127542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1127544.750000 Penalty: 3022.647949
	Iteration 21Q: 3 clusters Score -1127545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1127553.625000 Penalty: 3022.647949
	Iteration 22Q: 3 clusters Score -1127554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1127554.000000 Penalty: 3022.647949
	Iteration 23Q: 3 clusters Score -1127554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1127557.375000 Penalty: 3022.647949
	Iteration 24Q: 3 clusters Score -1127557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1127564.750000 Penalty: 3022.647949
	Iteration 25Q: 3 clusters Score -1127565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1127570.750000 Penalty: 3022.647949
	Iteration 26Q: 3 clusters Score -1127571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1127577.625000 Penalty: 3022.647949
	Iteration 27Q: 3 clusters Score -1127578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1127579.500000 Penalty: 3022.647949
	Iteration 28Q: 3 clusters Score -1127580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1127580.625000 Penalty: 3022.647949
	Iteration 29Q: 3 clusters Score -1127581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1127579.625000 Penalty: 3022.647949
	Iteration 30Q: 3 clusters Score -1127580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1127582.500000 Penalty: 3022.647949
	Iteration 31Q: 3 clusters Score -1127582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1127584.125000 Penalty: 3022.647949
	Iteration 32Q: 3 clusters Score -1127584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1127584.500000 Penalty: 3022.647949
	Iteration 33Q: 3 clusters Score -1127584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1127584.000000 Penalty: 3022.647949
	Iteration 34Q: 3 clusters Score -1127584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1127584.500000 Penalty: 3022.647949
	Iteration 35Q: 3 clusters Score -1127584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1127586.625000 Penalty: 3022.647949
	Iteration 36Q: 3 clusters Score -1127587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1127586.750000 Penalty: 3022.647949
	Iteration 37Q: 3 clusters Score -1127587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1127586.750000 Penalty: 3022.647949
	Iteration 38F: 3 clusters Score -1127587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -142566.781250 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -142566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140847.859375 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -140847.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141163.687500 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -141163.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -141248.421875 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -141248.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -141295.218750 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -141295.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -141327.234375 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -141327.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -141346.609375 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -141346.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -141362.875000 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -141362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -141373.390625 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -141373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -141381.203125 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -141381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -141384.406250 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -141384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -141385.984375 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -141386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -141388.156250 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -141388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -141390.500000 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -141390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141393.875000 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -141393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141394.468750 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -141394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141395.984375 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -141396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -141398.890625 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -141398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -141405.609375 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -141405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141416.281250 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -141416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141426.062500 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -141426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141437.203125 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -141437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -141443.203125 Penalty: 2349.226318
	Iteration 21Q: 3 clusters Score -141443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141447.500000 Penalty: 2349.226318
	Iteration 22Q: 3 clusters Score -141447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -141449.546875 Penalty: 2349.226318
	Iteration 23Q: 3 clusters Score -141449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -141451.281250 Penalty: 2349.226318
	Iteration 24Q: 3 clusters Score -141451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -141451.875000 Penalty: 2349.226318
	Iteration 25Q: 3 clusters Score -141451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141452.453125 Penalty: 2349.226318
	Iteration 26Q: 3 clusters Score -141452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -141453.359375 Penalty: 2349.226318
	Iteration 27Q: 3 clusters Score -141453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -141453.359375 Penalty: 2349.226318
	Iteration 28F: 3 clusters Score -141453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -990790.437500 Penalty: 1480.225830
	Iteration 0F: 2 clusters Score -990790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -984157.375000 Penalty: 2960.451660
	Iteration 0F: 3 clusters Score -984157.4 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -986238.625000 Penalty: 2960.451660
	Iteration 1F: 3 clusters Score -986238.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -986462.687500 Penalty: 2960.451660
	Iteration 2F: 3 clusters Score -986462.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -986628.000000 Penalty: 2960.451660
	Iteration 3Q: 3 clusters Score -986628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -986774.937500 Penalty: 2960.451660
	Iteration 4Q: 3 clusters Score -986774.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -986934.750000 Penalty: 2960.451660
	Iteration 5Q: 3 clusters Score -986934.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -987074.750000 Penalty: 2960.451660
	Iteration 6Q: 3 clusters Score -987074.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -987205.250000 Penalty: 2960.451660
	Iteration 7Q: 3 clusters Score -987205.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -987342.937500 Penalty: 2960.451660
	Iteration 8Q: 3 clusters Score -987342.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -987523.312500 Penalty: 2960.451660
	Iteration 9Q: 3 clusters Score -987523.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -987741.062500 Penalty: 2960.451660
	Iteration 10Q: 3 clusters Score -987741.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -988024.250000 Penalty: 2960.451660
	Iteration 11Q: 3 clusters Score -988024.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -988262.000000 Penalty: 2960.451660
	Iteration 12Q: 3 clusters Score -988262 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -988441.500000 Penalty: 2960.451660
	Iteration 13Q: 3 clusters Score -988441.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -988543.937500 Penalty: 2960.451660
	Iteration 14Q: 3 clusters Score -988543.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -988626.437500 Penalty: 2960.451660
	Iteration 15Q: 3 clusters Score -988626.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -988691.437500 Penalty: 2960.451660
	Iteration 16Q: 3 clusters Score -988691.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -988739.187500 Penalty: 2960.451660
	Iteration 17Q: 3 clusters Score -988739.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -988775.687500 Penalty: 2960.451660
	Iteration 18Q: 3 clusters Score -988775.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -988797.937500 Penalty: 2960.451660
	Iteration 19Q: 3 clusters Score -988797.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -988816.062500 Penalty: 2960.451660
	Iteration 20F: 3 clusters Score -988816.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -988831.437500 Penalty: 2960.451660
	Iteration 21Q: 3 clusters Score -988831.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -988849.625000 Penalty: 2960.451660
	Iteration 22Q: 3 clusters Score -988849.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -988869.875000 Penalty: 2960.451660
	Iteration 23Q: 3 clusters Score -988869.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -988894.062500 Penalty: 2960.451660
	Iteration 24Q: 3 clusters Score -988894.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -988912.562500 Penalty: 2960.451660
	Iteration 25Q: 3 clusters Score -988912.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -988931.312500 Penalty: 2960.451660
	Iteration 26Q: 3 clusters Score -988931.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -988941.812500 Penalty: 2960.451660
	Iteration 27Q: 3 clusters Score -988941.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -988960.687500 Penalty: 2960.451660
	Iteration 28Q: 3 clusters Score -988960.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -988976.187500 Penalty: 2960.451660
	Iteration 29Q: 3 clusters Score -988976.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -988994.062500 Penalty: 2960.451660
	Iteration 30Q: 3 clusters Score -988994.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -989007.062500 Penalty: 2960.451660
	Iteration 31Q: 3 clusters Score -989007.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -989017.312500 Penalty: 2960.451660
	Iteration 32Q: 3 clusters Score -989017.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -989028.687500 Penalty: 2960.451660
	Iteration 33Q: 3 clusters Score -989028.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -989039.312500 Penalty: 2960.451660
	Iteration 34Q: 3 clusters Score -989039.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -989048.000000 Penalty: 2960.451660
	Iteration 35Q: 3 clusters Score -989048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -989053.562500 Penalty: 2960.451660
	Iteration 36Q: 3 clusters Score -989053.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -989063.812500 Penalty: 2960.451660
	Iteration 37Q: 3 clusters Score -989063.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -989071.125000 Penalty: 2960.451660
	Iteration 38Q: 3 clusters Score -989071.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -989077.000000 Penalty: 2960.451660
	Iteration 39Q: 3 clusters Score -989077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -989083.312500 Penalty: 2960.451660
	Iteration 40F: 3 clusters Score -989083.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -989090.312500 Penalty: 2960.451660
	Iteration 41Q: 3 clusters Score -989090.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -989098.750000 Penalty: 2960.451660
	Iteration 42Q: 3 clusters Score -989098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -989105.250000 Penalty: 2960.451660
	Iteration 43Q: 3 clusters Score -989105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -989108.812500 Penalty: 2960.451660
	Iteration 44Q: 3 clusters Score -989108.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -989113.750000 Penalty: 2960.451660
	Iteration 45Q: 3 clusters Score -989113.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -989123.687500 Penalty: 2960.451660
	Iteration 46Q: 3 clusters Score -989123.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -989136.750000 Penalty: 2960.451660
	Iteration 47Q: 3 clusters Score -989136.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -989155.812500 Penalty: 2960.451660
	Iteration 48Q: 3 clusters Score -989155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -989167.937500 Penalty: 2960.451660
	Iteration 49Q: 3 clusters Score -989167.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -989178.750000 Penalty: 2960.451660
	Iteration 50Q: 3 clusters Score -989178.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -989187.250000 Penalty: 2960.451660
	Iteration 51Q: 3 clusters Score -989187.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -989197.562500 Penalty: 2960.451660
	Iteration 52Q: 3 clusters Score -989197.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -989206.437500 Penalty: 2960.451660
	Iteration 53Q: 3 clusters Score -989206.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -989216.437500 Penalty: 2960.451660
	Iteration 54Q: 3 clusters Score -989216.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -989223.062500 Penalty: 2960.451660
	Iteration 55Q: 3 clusters Score -989223.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -989227.625000 Penalty: 2960.451660
	Iteration 56Q: 3 clusters Score -989227.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -989233.437500 Penalty: 2960.451660
	Iteration 57Q: 3 clusters Score -989233.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -989237.312500 Penalty: 2960.451660
	Iteration 58Q: 3 clusters Score -989237.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -989240.000000 Penalty: 2960.451660
	Iteration 59Q: 3 clusters Score -989240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -989244.812500 Penalty: 2960.451660
	Iteration 60F: 3 clusters Score -989244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -989244.750000 Penalty: 2960.451660
	Iteration 61Q: 3 clusters Score -989244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -989245.312500 Penalty: 2960.451660
	Iteration 62Q: 3 clusters Score -989245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -989247.687500 Penalty: 2960.451660
	Iteration 63Q: 3 clusters Score -989247.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -989249.687500 Penalty: 2960.451660
	Iteration 64Q: 3 clusters Score -989249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -989249.875000 Penalty: 2960.451660
	Iteration 65Q: 3 clusters Score -989249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -989252.625000 Penalty: 2960.451660
	Iteration 66Q: 3 clusters Score -989252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -989253.375000 Penalty: 2960.451660
	Iteration 67Q: 3 clusters Score -989253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -989253.187500 Penalty: 2960.451660
	Iteration 68Q: 3 clusters Score -989253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -989254.000000 Penalty: 2960.451660
	Iteration 69Q: 3 clusters Score -989254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -989254.000000 Penalty: 2960.451660
	Iteration 70F: 3 clusters Score -989254 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: -508657.968750 Penalty: 1372.635132
	Iteration 0F: 2 clusters Score -508658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -504931.937500 Penalty: 2745.270264
	Iteration 0F: 3 clusters Score -504931.9 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -505911.406250 Penalty: 2745.270264
	Iteration 1F: 3 clusters Score -505911.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -506060.156250 Penalty: 2745.270264
	Iteration 2F: 3 clusters Score -506060.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -506176.000000 Penalty: 2745.270264
	Iteration 3Q: 3 clusters Score -506176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -506235.781250 Penalty: 2745.270264
	Iteration 4Q: 3 clusters Score -506235.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -506281.937500 Penalty: 2745.270264
	Iteration 5Q: 3 clusters Score -506281.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -506318.687500 Penalty: 2745.270264
	Iteration 6Q: 3 clusters Score -506318.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -506347.750000 Penalty: 2745.270264
	Iteration 7Q: 3 clusters Score -506347.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -506367.562500 Penalty: 2745.270264
	Iteration 8Q: 3 clusters Score -506367.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -506381.531250 Penalty: 2745.270264
	Iteration 9Q: 3 clusters Score -506381.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -506393.875000 Penalty: 2745.270264
	Iteration 10Q: 3 clusters Score -506393.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -506405.281250 Penalty: 2745.270264
	Iteration 11Q: 3 clusters Score -506405.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -506417.218750 Penalty: 2745.270264
	Iteration 12Q: 3 clusters Score -506417.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -506427.843750 Penalty: 2745.270264
	Iteration 13Q: 3 clusters Score -506427.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -506435.187500 Penalty: 2745.270264
	Iteration 14Q: 3 clusters Score -506435.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -506442.906250 Penalty: 2745.270264
	Iteration 15Q: 3 clusters Score -506442.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -506449.500000 Penalty: 2745.270264
	Iteration 16Q: 3 clusters Score -506449.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -506453.750000 Penalty: 2745.270264
	Iteration 17Q: 3 clusters Score -506453.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -506460.156250 Penalty: 2745.270264
	Iteration 18Q: 3 clusters Score -506460.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -506465.312500 Penalty: 2745.270264
	Iteration 19Q: 3 clusters Score -506465.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -506471.687500 Penalty: 2745.270264
	Iteration 20F: 3 clusters Score -506471.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -506478.937500 Penalty: 2745.270264
	Iteration 21Q: 3 clusters Score -506478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -506487.343750 Penalty: 2745.270264
	Iteration 22Q: 3 clusters Score -506487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -506491.406250 Penalty: 2745.270264
	Iteration 23Q: 3 clusters Score -506491.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -506495.125000 Penalty: 2745.270264
	Iteration 24Q: 3 clusters Score -506495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -506498.906250 Penalty: 2745.270264
	Iteration 25Q: 3 clusters Score -506498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -506502.031250 Penalty: 2745.270264
	Iteration 26Q: 3 clusters Score -506502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -506504.968750 Penalty: 2745.270264
	Iteration 27Q: 3 clusters Score -506505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -506505.625000 Penalty: 2745.270264
	Iteration 28Q: 3 clusters Score -506505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -506507.156250 Penalty: 2745.270264
	Iteration 29Q: 3 clusters Score -506507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -506507.562500 Penalty: 2745.270264
	Iteration 30Q: 3 clusters Score -506507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -506508.281250 Penalty: 2745.270264
	Iteration 31Q: 3 clusters Score -506508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -506508.875000 Penalty: 2745.270264
	Iteration 32Q: 3 clusters Score -506508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -506509.343750 Penalty: 2745.270264
	Iteration 33Q: 3 clusters Score -506509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -506511.843750 Penalty: 2745.270264
	Iteration 34Q: 3 clusters Score -506511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -506513.562500 Penalty: 2745.270264
	Iteration 35Q: 3 clusters Score -506513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -506514.375000 Penalty: 2745.270264
	Iteration 36Q: 3 clusters Score -506514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -506514.750000 Penalty: 2745.270264
	Iteration 37Q: 3 clusters Score -506514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -506515.343750 Penalty: 2745.270264
	Iteration 38Q: 3 clusters Score -506515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -506516.812500 Penalty: 2745.270264
	Iteration 39Q: 3 clusters Score -506516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -506516.906250 Penalty: 2745.270264
	Iteration 40F: 3 clusters Score -506516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -506517.531250 Penalty: 2745.270264
	Iteration 41Q: 3 clusters Score -506517.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -506517.531250 Penalty: 2745.270264
	Iteration 42F: 3 clusters Score -506517.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -369189.625000 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -369189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -366211.125000 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -366211.1 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -366980.343750 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -366980.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -367115.250000 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -367115.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -367197.750000 Penalty: 2651.982666
	Iteration 3Q: 3 clusters Score -367197.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -367251.968750 Penalty: 2651.982666
	Iteration 4Q: 3 clusters Score -367252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -367295.156250 Penalty: 2651.982666
	Iteration 5Q: 3 clusters Score -367295.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367322.531250 Penalty: 2651.982666
	Iteration 6Q: 3 clusters Score -367322.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -367350.750000 Penalty: 2651.982666
	Iteration 7Q: 3 clusters Score -367350.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -367376.375000 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -367376.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -367396.312500 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -367396.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -367412.875000 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -367412.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -367426.250000 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -367426.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -367439.500000 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -367439.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367452.000000 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -367452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -367462.031250 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -367462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -367474.000000 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -367474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -367494.718750 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -367494.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -367512.656250 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -367512.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -367533.031250 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -367533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -367551.562500 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -367551.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -367570.593750 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -367570.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -367589.593750 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -367589.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -367609.406250 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -367609.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -367627.500000 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -367627.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -367644.781250 Penalty: 2651.982666
	Iteration 24Q: 3 clusters Score -367644.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -367661.593750 Penalty: 2651.982666
	Iteration 25Q: 3 clusters Score -367661.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -367673.312500 Penalty: 2651.982666
	Iteration 26Q: 3 clusters Score -367673.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -367686.718750 Penalty: 2651.982666
	Iteration 27Q: 3 clusters Score -367686.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -367710.312500 Penalty: 2651.982666
	Iteration 28Q: 3 clusters Score -367710.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -367734.437500 Penalty: 2651.982666
	Iteration 29Q: 3 clusters Score -367734.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -367762.218750 Penalty: 2651.982666
	Iteration 30Q: 3 clusters Score -367762.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -367800.437500 Penalty: 2651.982666
	Iteration 31Q: 3 clusters Score -367800.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -367844.687500 Penalty: 2651.982666
	Iteration 32Q: 3 clusters Score -367844.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -367883.656250 Penalty: 2651.982666
	Iteration 33Q: 3 clusters Score -367883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -367914.750000 Penalty: 2651.982666
	Iteration 34Q: 3 clusters Score -367914.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -367938.750000 Penalty: 2651.982666
	Iteration 35Q: 3 clusters Score -367938.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -367961.468750 Penalty: 2651.982666
	Iteration 36Q: 3 clusters Score -367961.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -367982.468750 Penalty: 2651.982666
	Iteration 37Q: 3 clusters Score -367982.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -368002.312500 Penalty: 2651.982666
	Iteration 38Q: 3 clusters Score -368002.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -368023.656250 Penalty: 2651.982666
	Iteration 39Q: 3 clusters Score -368023.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -368042.906250 Penalty: 2651.982666
	Iteration 40F: 3 clusters Score -368042.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -368064.312500 Penalty: 2651.982666
	Iteration 41Q: 3 clusters Score -368064.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -368082.531250 Penalty: 2651.982666
	Iteration 42Q: 3 clusters Score -368082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -368090.375000 Penalty: 2651.982666
	Iteration 43Q: 3 clusters Score -368090.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -368098.625000 Penalty: 2651.982666
	Iteration 44Q: 3 clusters Score -368098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -368103.000000 Penalty: 2651.982666
	Iteration 45Q: 3 clusters Score -368103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -368106.312500 Penalty: 2651.982666
	Iteration 46Q: 3 clusters Score -368106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -368110.656250 Penalty: 2651.982666
	Iteration 47Q: 3 clusters Score -368110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -368113.093750 Penalty: 2651.982666
	Iteration 48Q: 3 clusters Score -368113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -368114.218750 Penalty: 2651.982666
	Iteration 49Q: 3 clusters Score -368114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -368115.125000 Penalty: 2651.982666
	Iteration 50Q: 3 clusters Score -368115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -368115.218750 Penalty: 2651.982666
	Iteration 51Q: 3 clusters Score -368115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -368115.218750 Penalty: 2651.982666
	Iteration 52F: 3 clusters Score -368115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Entering Unmasked Estep 
Score: -1394890.500000 Penalty: 1536.757080
	Iteration 0F: 2 clusters Score -1394890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1385998.875000 Penalty: 3073.514160
	Iteration 0F: 3 clusters Score -1385999 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1389336.250000 Penalty: 3073.514160
	Iteration 1F: 3 clusters Score -1389336 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1389923.500000 Penalty: 3073.514160
	Iteration 2F: 3 clusters Score -1389924 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1390479.125000 Penalty: 3073.514160
	Iteration 3F: 3 clusters Score -1390479 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1391019.750000 Penalty: 3073.514160
	Iteration 4F: 3 clusters Score -1391020 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1391584.250000 Penalty: 3073.514160
	Iteration 5F: 3 clusters Score -1391584 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1392212.500000 Penalty: 3073.514160
	Iteration 6F: 3 clusters Score -1392212 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1392741.250000 Penalty: 3073.514160
	Iteration 7F: 3 clusters Score -1392741 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1393091.000000 Penalty: 3073.514160
	Iteration 8Q: 3 clusters Score -1393091 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1393358.500000 Penalty: 3073.514160
	Iteration 9Q: 3 clusters Score -1393358 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1393539.875000 Penalty: 3073.514160
	Iteration 10Q: 3 clusters Score -1393540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1393666.500000 Penalty: 3073.514160
	Iteration 11Q: 3 clusters Score -1393666 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1393744.375000 Penalty: 3073.514160
	Iteration 12Q: 3 clusters Score -1393744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1393805.375000 Penalty: 3073.514160
	Iteration 13Q: 3 clusters Score -1393805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1393852.250000 Penalty: 3073.514160
	Iteration 14Q: 3 clusters Score -1393852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1393894.375000 Penalty: 3073.514160
	Iteration 15Q: 3 clusters Score -1393894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1393930.875000 Penalty: 3073.514160
	Iteration 16Q: 3 clusters Score -1393931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1393958.375000 Penalty: 3073.514160
	Iteration 17Q: 3 clusters Score -1393958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1393978.250000 Penalty: 3073.514160
	Iteration 18Q: 3 clusters Score -1393978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1394005.250000 Penalty: 3073.514160
	Iteration 19Q: 3 clusters Score -1394005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1394021.000000 Penalty: 3073.514160
	Iteration 20F: 3 clusters Score -1394021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1394030.500000 Penalty: 3073.514160
	Iteration 21Q: 3 clusters Score -1394030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1394041.750000 Penalty: 3073.514160
	Iteration 22Q: 3 clusters Score -1394042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1394054.875000 Penalty: 3073.514160
	Iteration 23Q: 3 clusters Score -1394055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1394061.750000 Penalty: 3073.514160
	Iteration 24Q: 3 clusters Score -1394062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1394068.125000 Penalty: 3073.514160
	Iteration 25Q: 3 clusters Score -1394068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1394074.500000 Penalty: 3073.514160
	Iteration 26Q: 3 clusters Score -1394074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1394080.375000 Penalty: 3073.514160
	Iteration 27Q: 3 clusters Score -1394080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1394085.000000 Penalty: 3073.514160
	Iteration 28Q: 3 clusters Score -1394085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1394088.625000 Penalty: 3073.514160
	Iteration 29Q: 3 clusters Score -1394089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1394089.625000 Penalty: 3073.514160
	Iteration 30Q: 3 clusters Score -1394090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1394094.250000 Penalty: 3073.514160
	Iteration 31Q: 3 clusters Score -1394094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1394095.000000 Penalty: 3073.514160
	Iteration 32Q: 3 clusters Score -1394095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1394098.500000 Penalty: 3073.514160
	Iteration 33Q: 3 clusters Score -1394098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1394099.250000 Penalty: 3073.514160
	Iteration 34Q: 3 clusters Score -1394099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1394099.875000 Penalty: 3073.514160
	Iteration 35Q: 3 clusters Score -1394100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1394101.125000 Penalty: 3073.514160
	Iteration 36Q: 3 clusters Score -1394101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1394100.750000 Penalty: 3073.514160
	Iteration 37Q: 3 clusters Score -1394101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1394101.875000 Penalty: 3073.514160
	Iteration 38Q: 3 clusters Score -1394102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1394101.500000 Penalty: 3073.514160
	Iteration 39Q: 3 clusters Score -1394102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1394101.500000 Penalty: 3073.514160
	Iteration 40F: 3 clusters Score -1394102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Entering Unmasked Estep 
Score: -1732419.375000 Penalty: 1571.361206
	Iteration 0F: 2 clusters Score -1732419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1721524.625000 Penalty: 3142.722412
	Iteration 0F: 3 clusters Score -1721525 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1725247.875000 Penalty: 3142.722412
	Iteration 1F: 3 clusters Score -1725248 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1725549.875000 Penalty: 3142.722412
	Iteration 2F: 3 clusters Score -1725550 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1725801.250000 Penalty: 3142.722412
	Iteration 3Q: 3 clusters Score -1725801 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1726063.125000 Penalty: 3142.722412
	Iteration 4Q: 3 clusters Score -1726063 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1726404.000000 Penalty: 3142.722412
	Iteration 5Q: 3 clusters Score -1726404 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1726880.875000 Penalty: 3142.722412
	Iteration 6F: 3 clusters Score -1726881 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1727641.250000 Penalty: 3142.722412
	Iteration 7F: 3 clusters Score -1727641 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1728613.875000 Penalty: 3142.722412
	Iteration 8F: 3 clusters Score -1728614 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1729525.500000 Penalty: 3142.722412
	Iteration 9F: 3 clusters Score -1729526 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1730188.250000 Penalty: 3142.722412
	Iteration 10Q: 3 clusters Score -1730188 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1730589.500000 Penalty: 3142.722412
	Iteration 11Q: 3 clusters Score -1730590 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1730814.875000 Penalty: 3142.722412
	Iteration 12Q: 3 clusters Score -1730815 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1730947.750000 Penalty: 3142.722412
	Iteration 13Q: 3 clusters Score -1730948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1731028.250000 Penalty: 3142.722412
	Iteration 14Q: 3 clusters Score -1731028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1731088.750000 Penalty: 3142.722412
	Iteration 15Q: 3 clusters Score -1731089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1731112.500000 Penalty: 3142.722412
	Iteration 16Q: 3 clusters Score -1731112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1731138.000000 Penalty: 3142.722412
	Iteration 17Q: 3 clusters Score -1731138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1731158.250000 Penalty: 3142.722412
	Iteration 18Q: 3 clusters Score -1731158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1731170.375000 Penalty: 3142.722412
	Iteration 19Q: 3 clusters Score -1731170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1731173.000000 Penalty: 3142.722412
	Iteration 20F: 3 clusters Score -1731173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1731178.000000 Penalty: 3142.722412
	Iteration 21Q: 3 clusters Score -1731178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1731180.000000 Penalty: 3142.722412
	Iteration 22Q: 3 clusters Score -1731180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1731185.125000 Penalty: 3142.722412
	Iteration 23Q: 3 clusters Score -1731185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1731186.125000 Penalty: 3142.722412
	Iteration 24Q: 3 clusters Score -1731186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1731189.125000 Penalty: 3142.722412
	Iteration 25Q: 3 clusters Score -1731189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1731190.625000 Penalty: 3142.722412
	Iteration 26Q: 3 clusters Score -1731191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1731189.750000 Penalty: 3142.722412
	Iteration 27Q: 3 clusters Score -1731190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1731192.750000 Penalty: 3142.722412
	Iteration 28Q: 3 clusters Score -1731193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1731195.375000 Penalty: 3142.722412
	Iteration 29Q: 3 clusters Score -1731195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1731197.000000 Penalty: 3142.722412
	Iteration 30Q: 3 clusters Score -1731197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1731199.875000 Penalty: 3142.722412
	Iteration 31Q: 3 clusters Score -1731200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1731199.875000 Penalty: 3142.722412
	Iteration 32F: 3 clusters Score -1731200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -365863.031250 Penalty: 1326.686646
	Iteration 0F: 2 clusters Score -365863 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 1709 members 
Entering Unmasked Estep 
Score: -362832.312500 Penalty: 2653.373291
	Iteration 0F: 3 clusters Score -362832.3 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -363582.843750 Penalty: 2653.373291
	Iteration 1F: 3 clusters Score -363582.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -363789.343750 Penalty: 2653.373291
	Iteration 2F: 3 clusters Score -363789.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -363974.843750 Penalty: 2653.373291
	Iteration 3F: 3 clusters Score -363974.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -364141.937500 Penalty: 2653.373291
	Iteration 4F: 3 clusters Score -364141.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -364273.468750 Penalty: 2653.373291
	Iteration 5F: 3 clusters Score -364273.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364385.968750 Penalty: 2653.373291
	Iteration 6Q: 3 clusters Score -364386 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -364512.093750 Penalty: 2653.373291
	Iteration 7Q: 3 clusters Score -364512.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -364599.625000 Penalty: 2653.373291
	Iteration 8Q: 3 clusters Score -364599.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -364665.406250 Penalty: 2653.373291
	Iteration 9Q: 3 clusters Score -364665.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -364728.375000 Penalty: 2653.373291
	Iteration 10Q: 3 clusters Score -364728.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -364780.093750 Penalty: 2653.373291
	Iteration 11Q: 3 clusters Score -364780.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -364821.468750 Penalty: 2653.373291
	Iteration 12Q: 3 clusters Score -364821.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364869.375000 Penalty: 2653.373291
	Iteration 13Q: 3 clusters Score -364869.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -364904.781250 Penalty: 2653.373291
	Iteration 14Q: 3 clusters Score -364904.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -364946.906250 Penalty: 2653.373291
	Iteration 15Q: 3 clusters Score -364946.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -364978.343750 Penalty: 2653.373291
	Iteration 16Q: 3 clusters Score -364978.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -364995.781250 Penalty: 2653.373291
	Iteration 17Q: 3 clusters Score -364995.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -365008.406250 Penalty: 2653.373291
	Iteration 18Q: 3 clusters Score -365008.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -365021.437500 Penalty: 2653.373291
	Iteration 19Q: 3 clusters Score -365021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -365034.687500 Penalty: 2653.373291
	Iteration 20F: 3 clusters Score -365034.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -365046.843750 Penalty: 2653.373291
	Iteration 21Q: 3 clusters Score -365046.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -365056.312500 Penalty: 2653.373291
	Iteration 22Q: 3 clusters Score -365056.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -365066.187500 Penalty: 2653.373291
	Iteration 23Q: 3 clusters Score -365066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -365072.843750 Penalty: 2653.373291
	Iteration 24Q: 3 clusters Score -365072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -365081.187500 Penalty: 2653.373291
	Iteration 25Q: 3 clusters Score -365081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -365089.750000 Penalty: 2653.373291
	Iteration 26Q: 3 clusters Score -365089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -365097.656250 Penalty: 2653.373291
	Iteration 27Q: 3 clusters Score -365097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -365101.406250 Penalty: 2653.373291
	Iteration 28Q: 3 clusters Score -365101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -365108.843750 Penalty: 2653.373291
	Iteration 29Q: 3 clusters Score -365108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -365128.281250 Penalty: 2653.373291
	Iteration 30Q: 3 clusters Score -365128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -365139.468750 Penalty: 2653.373291
	Iteration 31Q: 3 clusters Score -365139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -365149.593750 Penalty: 2653.373291
	Iteration 32Q: 3 clusters Score -365149.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -365157.000000 Penalty: 2653.373291
	Iteration 33Q: 3 clusters Score -365157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -365160.625000 Penalty: 2653.373291
	Iteration 34Q: 3 clusters Score -365160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -365162.187500 Penalty: 2653.373291
	Iteration 35Q: 3 clusters Score -365162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -365162.062500 Penalty: 2653.373291
	Iteration 36Q: 3 clusters Score -365162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -365163.000000 Penalty: 2653.373291
	Iteration 37Q: 3 clusters Score -365163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -365165.187500 Penalty: 2653.373291
	Iteration 38Q: 3 clusters Score -365165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -365166.218750 Penalty: 2653.373291
	Iteration 39Q: 3 clusters Score -365166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -365166.218750 Penalty: 2653.373291
	Iteration 40F: 3 clusters Score -365166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -157367.187500 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -157367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155610.781250 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -155610.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155964.750000 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -155964.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -156048.781250 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -156048.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156084.843750 Penalty: 2377.662109
	Iteration 3Q: 3 clusters Score -156084.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156107.656250 Penalty: 2377.662109
	Iteration 4Q: 3 clusters Score -156107.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -156120.046875 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -156120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156132.562500 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -156132.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156143.328125 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -156143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -156152.234375 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -156152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -156163.390625 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -156163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -156175.562500 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -156175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -156189.843750 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -156189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -156200.937500 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -156200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -156209.218750 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -156209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156214.593750 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -156214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156228.406250 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -156228.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -156262.671875 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -156262.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -156290.046875 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -156290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -156316.750000 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -156316.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -156337.687500 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -156337.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -156355.843750 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -156355.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -156369.593750 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -156369.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -156378.921875 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -156378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -156385.781250 Penalty: 2377.662109
	Iteration 23Q: 3 clusters Score -156385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -156389.812500 Penalty: 2377.662109
	Iteration 24Q: 3 clusters Score -156389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -156392.062500 Penalty: 2377.662109
	Iteration 25Q: 3 clusters Score -156392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -156392.468750 Penalty: 2377.662109
	Iteration 26Q: 3 clusters Score -156392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -156392.468750 Penalty: 2377.662109
	Iteration 27F: 3 clusters Score -156392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Entering Unmasked Estep 
Score: -4471666.500000 Penalty: 1726.302246
	Iteration 0F: 2 clusters Score -4471666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4444100.500000 Penalty: 3452.604492
	Iteration 0F: 3 clusters Score -4444100 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4455187.000000 Penalty: 3452.604492
	Iteration 1F: 3 clusters Score -4455187 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4455848.500000 Penalty: 3452.604492
	Iteration 2Q: 3 clusters Score -4455848 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4456754.500000 Penalty: 3452.604492
	Iteration 3Q: 3 clusters Score -4456754 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4458209.500000 Penalty: 3452.604492
	Iteration 4F: 3 clusters Score -4458210 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4460370.000000 Penalty: 3452.604492
	Iteration 5F: 3 clusters Score -4460370 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4463150.000000 Penalty: 3452.604492
	Iteration 6F: 3 clusters Score -4463150 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4465826.500000 Penalty: 3452.604492
	Iteration 7F: 3 clusters Score -4465826 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4467690.000000 Penalty: 3452.604492
	Iteration 8Q: 3 clusters Score -4467690 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4468573.000000 Penalty: 3452.604492
	Iteration 9Q: 3 clusters Score -4468573 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4469001.000000 Penalty: 3452.604492
	Iteration 10Q: 3 clusters Score -4469001 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4469253.000000 Penalty: 3452.604492
	Iteration 11Q: 3 clusters Score -4469253 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4469420.000000 Penalty: 3452.604492
	Iteration 12Q: 3 clusters Score -4469420 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4469544.500000 Penalty: 3452.604492
	Iteration 13Q: 3 clusters Score -4469544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4469654.500000 Penalty: 3452.604492
	Iteration 14Q: 3 clusters Score -4469654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4469743.500000 Penalty: 3452.604492
	Iteration 15Q: 3 clusters Score -4469744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4469836.000000 Penalty: 3452.604492
	Iteration 16Q: 3 clusters Score -4469836 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4469912.500000 Penalty: 3452.604492
	Iteration 17Q: 3 clusters Score -4469912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -4469953.500000 Penalty: 3452.604492
	Iteration 18Q: 3 clusters Score -4469954 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4470003.500000 Penalty: 3452.604492
	Iteration 19Q: 3 clusters Score -4470004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -4470054.000000 Penalty: 3452.604492
	Iteration 20F: 3 clusters Score -4470054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4470110.500000 Penalty: 3452.604492
	Iteration 21Q: 3 clusters Score -4470110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -4470156.000000 Penalty: 3452.604492
	Iteration 22Q: 3 clusters Score -4470156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4470187.500000 Penalty: 3452.604492
	Iteration 23Q: 3 clusters Score -4470188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4470214.000000 Penalty: 3452.604492
	Iteration 24Q: 3 clusters Score -4470214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4470236.000000 Penalty: 3452.604492
	Iteration 25Q: 3 clusters Score -4470236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4470257.000000 Penalty: 3452.604492
	Iteration 26Q: 3 clusters Score -4470257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4470275.500000 Penalty: 3452.604492
	Iteration 27Q: 3 clusters Score -4470276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4470283.500000 Penalty: 3452.604492
	Iteration 28Q: 3 clusters Score -4470284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4470295.500000 Penalty: 3452.604492
	Iteration 29Q: 3 clusters Score -4470296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4470307.500000 Penalty: 3452.604492
	Iteration 30Q: 3 clusters Score -4470308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4470311.500000 Penalty: 3452.604492
	Iteration 31Q: 3 clusters Score -4470312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -4470324.500000 Penalty: 3452.604492
	Iteration 32Q: 3 clusters Score -4470324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4470334.500000 Penalty: 3452.604492
	Iteration 33Q: 3 clusters Score -4470334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4470332.000000 Penalty: 3452.604492
	Iteration 34Q: 3 clusters Score -4470332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -4470338.000000 Penalty: 3452.604492
	Iteration 35Q: 3 clusters Score -4470338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4470341.000000 Penalty: 3452.604492
	Iteration 36Q: 3 clusters Score -4470341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4470347.000000 Penalty: 3452.604492
	Iteration 37Q: 3 clusters Score -4470347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4470345.500000 Penalty: 3452.604492
	Iteration 38Q: 3 clusters Score -4470346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4470345.000000 Penalty: 3452.604492
	Iteration 39Q: 3 clusters Score -4470345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4470346.500000 Penalty: 3452.604492
	Iteration 40F: 3 clusters Score -4470346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -4470345.000000 Penalty: 3452.604492
	Iteration 41Q: 3 clusters Score -4470345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4470352.500000 Penalty: 3452.604492
	Iteration 42Q: 3 clusters Score -4470352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4470355.000000 Penalty: 3452.604492
	Iteration 43Q: 3 clusters Score -4470355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4470358.000000 Penalty: 3452.604492
	Iteration 44Q: 3 clusters Score -4470358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4470361.500000 Penalty: 3452.604492
	Iteration 45Q: 3 clusters Score -4470362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4470366.500000 Penalty: 3452.604492
	Iteration 46Q: 3 clusters Score -4470366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4470368.000000 Penalty: 3452.604492
	Iteration 47Q: 3 clusters Score -4470368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4470367.000000 Penalty: 3452.604492
	Iteration 48Q: 3 clusters Score -4470367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4470364.500000 Penalty: 3452.604492
	Iteration 49Q: 3 clusters Score -4470364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4470369.500000 Penalty: 3452.604492
	Iteration 50Q: 3 clusters Score -4470370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4470371.500000 Penalty: 3452.604492
	Iteration 51Q: 3 clusters Score -4470372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4470375.500000 Penalty: 3452.604492
	Iteration 52Q: 3 clusters Score -4470376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4470374.500000 Penalty: 3452.604492
	Iteration 53Q: 3 clusters Score -4470374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -4470375.000000 Penalty: 3452.604492
	Iteration 54Q: 3 clusters Score -4470375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -4470377.500000 Penalty: 3452.604492
	Iteration 55Q: 3 clusters Score -4470378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -4470382.000000 Penalty: 3452.604492
	Iteration 56Q: 3 clusters Score -4470382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -4470379.000000 Penalty: 3452.604492
	Iteration 57Q: 3 clusters Score -4470379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -4470376.500000 Penalty: 3452.604492
	Iteration 58Q: 3 clusters Score -4470376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4470380.500000 Penalty: 3452.604492
	Iteration 59Q: 3 clusters Score -4470380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -4470378.000000 Penalty: 3452.604492
	Iteration 60F: 3 clusters Score -4470378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -4470381.500000 Penalty: 3452.604492
	Iteration 61Q: 3 clusters Score -4470382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4470380.500000 Penalty: 3452.604492
	Iteration 62Q: 3 clusters Score -4470380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4470380.500000 Penalty: 3452.604492
	Iteration 63F: 3 clusters Score -4470380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 248254 members 
Mstep: Class 4 contains 48683 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 164070 members 
Mstep: Class 7 contains 163908 members 
Mstep: Class 8 contains 30734 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 10 contains 10943 members 
Mstep: Class 12 contains 1378 members 
Mstep: Class 13 contains 9037 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 3498 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 15834 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474936.000000 Penalty: 44211.253906
Iteration 119Q: 21 clusters Score -8.447494e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 194 members 
Mstep: Class 3 contains 248518 members 
Mstep: Class 4 contains 48684 members 
Mstep: Class 5 contains 26261 members 
Mstep: Class 6 contains 164066 members 
Mstep: Class 7 contains 163790 members 
Mstep: Class 8 contains 30730 members 
Mstep: Class 9 contains 3985 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 141 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 9040 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 18 contains 12792 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475184.000000 Penalty: 44211.253906
Iteration 120F: 21 clusters Score -8.447518e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 248703 members 
Mstep: Class 4 contains 48691 members 
Mstep: Class 5 contains 26249 members 
Mstep: Class 6 contains 164127 members 
Mstep: Class 7 contains 163667 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 9050 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 18 contains 12791 members 
Mstep: Class 19 contains 15942 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 41015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475472.000000 Penalty: 44211.253906
Iteration 121Q: 21 clusters Score -8.447547e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248887 members 
Mstep: Class 4 contains 48719 members 
Mstep: Class 5 contains 26246 members 
Mstep: Class 6 contains 164140 members 
Mstep: Class 7 contains 163576 members 
Mstep: Class 8 contains 30704 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 10944 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 9062 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 3415 members 
Mstep: Class 18 contains 12795 members 
Mstep: Class 19 contains 15991 members 
Mstep: Class 20 contains 3511 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 23 contains 40993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475616.000000 Penalty: 44211.253906
Iteration 122Q: 21 clusters Score -8.447562e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249061 members 
Mstep: Class 4 contains 48736 members 
Mstep: Class 5 contains 26244 members 
Mstep: Class 6 contains 164132 members 
Mstep: Class 7 contains 163486 members 
Mstep: Class 8 contains 30691 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 9080 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 3393 members 
Mstep: Class 18 contains 12803 members 
Mstep: Class 19 contains 16040 members 
Mstep: Class 20 contains 3506 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 23 contains 40991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475512.000000 Penalty: 44211.253906
Iteration 123Q: 21 clusters Score -8.447551e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249258 members 
Mstep: Class 4 contains 48735 members 
Mstep: Class 5 contains 26241 members 
Mstep: Class 6 contains 164153 members 
Mstep: Class 7 contains 163373 members 
Mstep: Class 8 contains 30673 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 10944 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 3372 members 
Mstep: Class 18 contains 12810 members 
Mstep: Class 19 contains 16075 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 23 contains 40988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475368.000000 Penalty: 44211.253906
Iteration 124Q: 21 clusters Score -8.447537e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249450 members 
Mstep: Class 4 contains 48754 members 
Mstep: Class 5 contains 26245 members 
Mstep: Class 6 contains 164157 members 
Mstep: Class 7 contains 163268 members 
Mstep: Class 8 contains 30654 members 
Mstep: Class 9 contains 3937 members 
Mstep: Class 10 contains 10947 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1376 members 
Mstep: Class 13 contains 9112 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 18 contains 12811 members 
Mstep: Class 19 contains 16113 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 23 contains 40992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475544.000000 Penalty: 44211.253906
Iteration 125Q: 21 clusters Score -8.447554e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249678 members 
Mstep: Class 4 contains 48831 members 
Mstep: Class 5 contains 26238 members 
Mstep: Class 6 contains 164107 members 
Mstep: Class 7 contains 163167 members 
Mstep: Class 8 contains 30642 members 
Mstep: Class 9 contains 3931 members 
Mstep: Class 10 contains 10950 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 9115 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 18 contains 12816 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 23 contains 40978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475608.000000 Penalty: 44211.253906
Iteration 126Q: 21 clusters Score -8.447561e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249844 members 
Mstep: Class 4 contains 48885 members 
Mstep: Class 5 contains 26240 members 
Mstep: Class 6 contains 164116 members 
Mstep: Class 7 contains 163048 members 
Mstep: Class 8 contains 30632 members 
Mstep: Class 9 contains 3920 members 
Mstep: Class 10 contains 10955 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 18 contains 12817 members 
Mstep: Class 19 contains 16195 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475776.000000 Penalty: 44211.253906
Iteration 127Q: 21 clusters Score -8.447578e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250038 members 
Mstep: Class 4 contains 48923 members 
Mstep: Class 5 contains 26230 members 
Mstep: Class 6 contains 164101 members 
Mstep: Class 7 contains 162936 members 
Mstep: Class 8 contains 30625 members 
Mstep: Class 9 contains 3907 members 
Mstep: Class 10 contains 10960 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 9147 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 18 contains 12818 members 
Mstep: Class 19 contains 16231 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475808.000000 Penalty: 44211.253906
Iteration 128Q: 21 clusters Score -8.447581e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250164 members 
Mstep: Class 4 contains 48997 members 
Mstep: Class 5 contains 26235 members 
Mstep: Class 6 contains 164067 members 
Mstep: Class 7 contains 162856 members 
Mstep: Class 8 contains 30629 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 18 contains 12831 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475840.000000 Penalty: 44211.253906
Iteration 129Q: 21 clusters Score -8.447584e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250320 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 26233 members 
Mstep: Class 6 contains 164033 members 
Mstep: Class 7 contains 162779 members 
Mstep: Class 8 contains 30630 members 
Mstep: Class 9 contains 3872 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 18 contains 12843 members 
Mstep: Class 19 contains 16278 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 40964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475760.000000 Penalty: 44211.253906
Iteration 130Q: 21 clusters Score -8.447576e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250466 members 
Mstep: Class 4 contains 49122 members 
Mstep: Class 5 contains 26223 members 
Mstep: Class 6 contains 163979 members 
Mstep: Class 7 contains 162697 members 
Mstep: Class 8 contains 30627 members 
Mstep: Class 9 contains 3852 members 
Mstep: Class 10 contains 10983 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 9185 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 3238 members 
Mstep: Class 18 contains 12853 members 
Mstep: Class 19 contains 16304 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 40955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476016.000000 Penalty: 44211.253906
Iteration 131Q: 21 clusters Score -8.447602e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250556 members 
Mstep: Class 4 contains 49180 members 
Mstep: Class 5 contains 26231 members 
Mstep: Class 6 contains 163946 members 
Mstep: Class 7 contains 162645 members 
Mstep: Class 8 contains 30624 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 10985 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 9198 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 18 contains 12859 members 
Mstep: Class 19 contains 16321 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 40952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476256.000000 Penalty: 44211.253906
Iteration 132Q: 21 clusters Score -8.447626e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250602 members 
Mstep: Class 4 contains 49243 members 
Mstep: Class 5 contains 26225 members 
Mstep: Class 6 contains 163958 members 
Mstep: Class 7 contains 162596 members 
Mstep: Class 8 contains 30621 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 10988 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1339 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 16350 members 
Mstep: Class 20 contains 3488 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476104.000000 Penalty: 44211.253906
Iteration 133Q: 21 clusters Score -8.44761e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250627 members 
Mstep: Class 4 contains 49276 members 
Mstep: Class 5 contains 26221 members 
Mstep: Class 6 contains 164005 members 
Mstep: Class 7 contains 162533 members 
Mstep: Class 8 contains 30624 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 9225 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 18 contains 12871 members 
Mstep: Class 19 contains 16388 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476144.000000 Penalty: 44211.253906
Iteration 134Q: 21 clusters Score -8.447614e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250654 members 
Mstep: Class 4 contains 49307 members 
Mstep: Class 5 contains 26225 members 
Mstep: Class 6 contains 164059 members 
Mstep: Class 7 contains 162464 members 
Mstep: Class 8 contains 30621 members 
Mstep: Class 9 contains 3801 members 
Mstep: Class 10 contains 10997 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9236 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 18 contains 12876 members 
Mstep: Class 19 contains 16422 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475960.000000 Penalty: 44211.253906
Iteration 135Q: 21 clusters Score -8.447596e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250652 members 
Mstep: Class 4 contains 49335 members 
Mstep: Class 5 contains 26221 members 
Mstep: Class 6 contains 164108 members 
Mstep: Class 7 contains 162417 members 
Mstep: Class 8 contains 30613 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 11001 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 9249 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 3171 members 
Mstep: Class 18 contains 12876 members 
Mstep: Class 19 contains 16453 members 
Mstep: Class 20 contains 3486 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475992.000000 Penalty: 44211.253906
Iteration 136Q: 21 clusters Score -8.447599e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250647 members 
Mstep: Class 4 contains 49375 members 
Mstep: Class 5 contains 26218 members 
Mstep: Class 6 contains 164160 members 
Mstep: Class 7 contains 162349 members 
Mstep: Class 8 contains 30610 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 11003 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 9266 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 3159 members 
Mstep: Class 18 contains 12883 members 
Mstep: Class 19 contains 16481 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 40951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475816.000000 Penalty: 44211.253906
Iteration 137Q: 21 clusters Score -8.447582e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250680 members 
Mstep: Class 4 contains 49425 members 
Mstep: Class 5 contains 26218 members 
Mstep: Class 6 contains 164175 members 
Mstep: Class 7 contains 162302 members 
Mstep: Class 8 contains 30609 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 9282 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 3149 members 
Mstep: Class 18 contains 12889 members 
Mstep: Class 19 contains 16499 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 23 contains 40953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475712.000000 Penalty: 44211.253906
Iteration 138Q: 21 clusters Score -8.447571e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250715 members 
Mstep: Class 4 contains 49474 members 
Mstep: Class 5 contains 26216 members 
Mstep: Class 6 contains 164189 members 
Mstep: Class 7 contains 162286 members 
Mstep: Class 8 contains 30597 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 11013 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 9292 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 18 contains 12890 members 
Mstep: Class 19 contains 16519 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 23 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475664.000000 Penalty: 44211.253906
Iteration 139Q: 21 clusters Score -8.447566e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250717 members 
Mstep: Class 4 contains 49513 members 
Mstep: Class 5 contains 26210 members 
Mstep: Class 6 contains 164222 members 
Mstep: Class 7 contains 162278 members 
Mstep: Class 8 contains 30591 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 15 contains 3130 members 
Mstep: Class 18 contains 12895 members 
Mstep: Class 19 contains 16543 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 23 contains 40935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475704.000000 Penalty: 44211.253906
Iteration 140F: 21 clusters Score -8.44757e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250715 members 
Mstep: Class 4 contains 49557 members 
Mstep: Class 5 contains 26203 members 
Mstep: Class 6 contains 164210 members 
Mstep: Class 7 contains 162271 members 
Mstep: Class 8 contains 30578 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 11026 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 9325 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 18 contains 12899 members 
Mstep: Class 19 contains 16568 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 23 contains 40935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475552.000000 Penalty: 44211.253906
Iteration 141Q: 21 clusters Score -8.447555e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250715 members 
Mstep: Class 4 contains 49628 members 
Mstep: Class 5 contains 26196 members 
Mstep: Class 6 contains 164195 members 
Mstep: Class 7 contains 162287 members 
Mstep: Class 8 contains 30571 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 5187 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 18 contains 12901 members 
Mstep: Class 19 contains 16591 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 23 contains 40929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475328.000000 Penalty: 44211.253906
Iteration 142Q: 21 clusters Score -8.447533e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250709 members 
Mstep: Class 4 contains 49694 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 164196 members 
Mstep: Class 7 contains 162273 members 
Mstep: Class 8 contains 30569 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 9349 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 18 contains 12901 members 
Mstep: Class 19 contains 16624 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 23 contains 40926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475360.000000 Penalty: 44211.253906
Iteration 143Q: 21 clusters Score -8.447536e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250709 members 
Mstep: Class 4 contains 49749 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 164221 members 
Mstep: Class 7 contains 162261 members 
Mstep: Class 8 contains 30562 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 11034 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 9355 members 
Mstep: Class 14 contains 5197 members 
Mstep: Class 15 contains 3107 members 
Mstep: Class 18 contains 12907 members 
Mstep: Class 19 contains 16650 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 23 contains 40925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475024.000000 Penalty: 44211.253906
Iteration 144Q: 21 clusters Score -8.447502e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250690 members 
Mstep: Class 4 contains 49801 members 
Mstep: Class 5 contains 26192 members 
Mstep: Class 6 contains 164243 members 
Mstep: Class 7 contains 162274 members 
Mstep: Class 8 contains 30555 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 11037 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 16676 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475032.000000 Penalty: 44211.253906
Iteration 145Q: 21 clusters Score -8.447503e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250650 members 
Mstep: Class 4 contains 49847 members 
Mstep: Class 5 contains 26185 members 
Mstep: Class 6 contains 164242 members 
Mstep: Class 7 contains 162310 members 
Mstep: Class 8 contains 30538 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9374 members 
Mstep: Class 14 contains 5203 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 16719 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 44211.253906
Iteration 146Q: 21 clusters Score -8.447525e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250611 members 
Mstep: Class 4 contains 49884 members 
Mstep: Class 5 contains 26186 members 
Mstep: Class 6 contains 164303 members 
Mstep: Class 7 contains 162311 members 
Mstep: Class 8 contains 30524 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 10 contains 11051 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 9383 members 
Mstep: Class 14 contains 5198 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 16740 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474952.000000 Penalty: 44211.253906
Iteration 147Q: 21 clusters Score -8.447495e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250574 members 
Mstep: Class 4 contains 49924 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 164314 members 
Mstep: Class 7 contains 162331 members 
Mstep: Class 8 contains 30511 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 11054 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 18 contains 12930 members 
Mstep: Class 19 contains 16770 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474952.000000 Penalty: 44211.253906
Iteration 148Q: 21 clusters Score -8.447495e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250528 members 
Mstep: Class 4 contains 49972 members 
Mstep: Class 5 contains 26185 members 
Mstep: Class 6 contains 164344 members 
Mstep: Class 7 contains 162355 members 
Mstep: Class 8 contains 30504 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 11057 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 9401 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 16788 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475056.000000 Penalty: 44211.253906
Iteration 149Q: 21 clusters Score -8.447506e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250500 members 
Mstep: Class 4 contains 50029 members 
Mstep: Class 5 contains 26183 members 
Mstep: Class 6 contains 164347 members 
Mstep: Class 7 contains 162371 members 
Mstep: Class 8 contains 30497 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 9405 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 16817 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475040.000000 Penalty: 44211.253906
Iteration 150Q: 21 clusters Score -8.447504e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250491 members 
Mstep: Class 4 contains 50085 members 
Mstep: Class 5 contains 26173 members 
Mstep: Class 6 contains 164354 members 
Mstep: Class 7 contains 162378 members 
Mstep: Class 8 contains 30487 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475120.000000 Penalty: 44211.253906
Iteration 151Q: 21 clusters Score -8.447512e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250480 members 
Mstep: Class 4 contains 50142 members 
Mstep: Class 5 contains 26164 members 
Mstep: Class 6 contains 164379 members 
Mstep: Class 7 contains 162382 members 
Mstep: Class 8 contains 30485 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 9415 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 16861 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 23 contains 40953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474912.000000 Penalty: 44211.253906
Iteration 152Q: 21 clusters Score -8.447491e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250448 members 
Mstep: Class 4 contains 50195 members 
Mstep: Class 5 contains 26157 members 
Mstep: Class 6 contains 164413 members 
Mstep: Class 7 contains 162394 members 
Mstep: Class 8 contains 30484 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 11081 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 9422 members 
Mstep: Class 14 contains 5241 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 18 contains 12931 members 
Mstep: Class 19 contains 16880 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 23 contains 40955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475072.000000 Penalty: 44211.253906
Iteration 153Q: 21 clusters Score -8.447507e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250408 members 
Mstep: Class 4 contains 50251 members 
Mstep: Class 5 contains 26148 members 
Mstep: Class 6 contains 164437 members 
Mstep: Class 7 contains 162405 members 
Mstep: Class 8 contains 30480 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 11086 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 9431 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 18 contains 12931 members 
Mstep: Class 19 contains 16899 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 23 contains 40958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475064.000000 Penalty: 44211.253906
Iteration 154Q: 21 clusters Score -8.447506e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250388 members 
Mstep: Class 4 contains 50318 members 
Mstep: Class 5 contains 26151 members 
Mstep: Class 6 contains 164456 members 
Mstep: Class 7 contains 162410 members 
Mstep: Class 8 contains 30471 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 18 contains 12931 members 
Mstep: Class 19 contains 16923 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474936.000000 Penalty: 44211.253906
Iteration 155Q: 21 clusters Score -8.447494e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250367 members 
Mstep: Class 4 contains 50392 members 
Mstep: Class 5 contains 26152 members 
Mstep: Class 6 contains 164451 members 
Mstep: Class 7 contains 162429 members 
Mstep: Class 8 contains 30464 members 
Mstep: Class 9 contains 3683 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 18 contains 12936 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474984.000000 Penalty: 44211.253906
Iteration 156Q: 21 clusters Score -8.447498e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250325 members 
Mstep: Class 4 contains 50453 members 
Mstep: Class 5 contains 26154 members 
Mstep: Class 6 contains 164462 members 
Mstep: Class 7 contains 162457 members 
Mstep: Class 8 contains 30461 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 11088 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 9453 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 18 contains 12940 members 
Mstep: Class 19 contains 16978 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474824.000000 Penalty: 44211.253906
Iteration 157Q: 21 clusters Score -8.447482e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250272 members 
Mstep: Class 4 contains 50513 members 
Mstep: Class 5 contains 26158 members 
Mstep: Class 6 contains 164488 members 
Mstep: Class 7 contains 162480 members 
Mstep: Class 8 contains 30456 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 9458 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 18 contains 12941 members 
Mstep: Class 19 contains 17006 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474736.000000 Penalty: 44211.253906
Iteration 158Q: 21 clusters Score -8.447474e+07 nChanged 476
Entering ConstructFrom: 
Score: -84474736.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (14417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Entering Unmasked Estep 
Score: -1497593.375000 Penalty: 1556.126587
	Iteration 0F: 2 clusters Score -1497593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1487586.625000 Penalty: 3112.253174
	Iteration 0F: 3 clusters Score -1487587 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1490882.875000 Penalty: 3112.253174
	Iteration 1F: 3 clusters Score -1490883 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1491118.625000 Penalty: 3112.253174
	Iteration 2Q: 3 clusters Score -1491119 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1491327.250000 Penalty: 3112.253174
	Iteration 3Q: 3 clusters Score -1491327 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1491502.000000 Penalty: 3112.253174
	Iteration 4Q: 3 clusters Score -1491502 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1491677.750000 Penalty: 3112.253174
	Iteration 5Q: 3 clusters Score -1491678 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1491892.750000 Penalty: 3112.253174
	Iteration 6Q: 3 clusters Score -1491893 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1492217.250000 Penalty: 3112.253174
	Iteration 7Q: 3 clusters Score -1492217 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1492695.000000 Penalty: 3112.253174
	Iteration 8Q: 3 clusters Score -1492695 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1493293.000000 Penalty: 3112.253174
	Iteration 9Q: 3 clusters Score -1493293 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1493924.875000 Penalty: 3112.253174
	Iteration 10F: 3 clusters Score -1493925 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1494527.250000 Penalty: 3112.253174
	Iteration 11F: 3 clusters Score -1494527 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1495011.375000 Penalty: 3112.253174
	Iteration 12F: 3 clusters Score -1495011 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1495322.125000 Penalty: 3112.253174
	Iteration 13Q: 3 clusters Score -1495322 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1495514.750000 Penalty: 3112.253174
	Iteration 14Q: 3 clusters Score -1495515 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1495645.375000 Penalty: 3112.253174
	Iteration 15Q: 3 clusters Score -1495645 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1495748.125000 Penalty: 3112.253174
	Iteration 16Q: 3 clusters Score -1495748 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1495840.250000 Penalty: 3112.253174
	Iteration 17Q: 3 clusters Score -1495840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1495927.625000 Penalty: 3112.253174
	Iteration 18Q: 3 clusters Score -1495928 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1496015.125000 Penalty: 3112.253174
	Iteration 19Q: 3 clusters Score -1496015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1496117.250000 Penalty: 3112.253174
	Iteration 20F: 3 clusters Score -1496117 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1496223.750000 Penalty: 3112.253174
	Iteration 21Q: 3 clusters Score -1496224 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1496310.750000 Penalty: 3112.253174
	Iteration 22Q: 3 clusters Score -1496311 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1496392.125000 Penalty: 3112.253174
	Iteration 23Q: 3 clusters Score -1496392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1496462.000000 Penalty: 3112.253174
	Iteration 24Q: 3 clusters Score -1496462 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1496516.875000 Penalty: 3112.253174
	Iteration 25Q: 3 clusters Score -1496517 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1496571.875000 Penalty: 3112.253174
	Iteration 26Q: 3 clusters Score -1496572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1496610.500000 Penalty: 3112.253174
	Iteration 27Q: 3 clusters Score -1496610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1496638.875000 Penalty: 3112.253174
	Iteration 28Q: 3 clusters Score -1496639 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1496660.250000 Penalty: 3112.253174
	Iteration 29Q: 3 clusters Score -1496660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1496678.625000 Penalty: 3112.253174
	Iteration 30Q: 3 clusters Score -1496679 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1496705.500000 Penalty: 3112.253174
	Iteration 31Q: 3 clusters Score -1496706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1496727.125000 Penalty: 3112.253174
	Iteration 32Q: 3 clusters Score -1496727 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1496753.250000 Penalty: 3112.253174
	Iteration 33Q: 3 clusters Score -1496753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1496778.250000 Penalty: 3112.253174
	Iteration 34Q: 3 clusters Score -1496778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1496798.250000 Penalty: 3112.253174
	Iteration 35Q: 3 clusters Score -1496798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1496814.000000 Penalty: 3112.253174
	Iteration 36Q: 3 clusters Score -1496814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1496833.625000 Penalty: 3112.253174
	Iteration 37Q: 3 clusters Score -1496834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1496844.875000 Penalty: 3112.253174
	Iteration 38Q: 3 clusters Score -1496845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1496852.375000 Penalty: 3112.253174
	Iteration 39Q: 3 clusters Score -1496852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1496865.000000 Penalty: 3112.253174
	Iteration 40F: 3 clusters Score -1496865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1496876.500000 Penalty: 3112.253174
	Iteration 41Q: 3 clusters Score -1496876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1496882.250000 Penalty: 3112.253174
	Iteration 42Q: 3 clusters Score -1496882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1496887.125000 Penalty: 3112.253174
	Iteration 43Q: 3 clusters Score -1496887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1496905.250000 Penalty: 3112.253174
	Iteration 44Q: 3 clusters Score -1496905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1496917.875000 Penalty: 3112.253174
	Iteration 45Q: 3 clusters Score -1496918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1496928.250000 Penalty: 3112.253174
	Iteration 46Q: 3 clusters Score -1496928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1496937.500000 Penalty: 3112.253174
	Iteration 47Q: 3 clusters Score -1496938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1496952.250000 Penalty: 3112.253174
	Iteration 48Q: 3 clusters Score -1496952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1496961.000000 Penalty: 3112.253174
	Iteration 49Q: 3 clusters Score -1496961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1496966.125000 Penalty: 3112.253174
	Iteration 50Q: 3 clusters Score -1496966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1496976.375000 Penalty: 3112.253174
	Iteration 51Q: 3 clusters Score -1496976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1496984.625000 Penalty: 3112.253174
	Iteration 52Q: 3 clusters Score -1496985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1496988.750000 Penalty: 3112.253174
	Iteration 53Q: 3 clusters Score -1496989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1496997.000000 Penalty: 3112.253174
	Iteration 54Q: 3 clusters Score -1496997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1496999.250000 Penalty: 3112.253174
	Iteration 55Q: 3 clusters Score -1496999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1497000.875000 Penalty: 3112.253174
	Iteration 56Q: 3 clusters Score -1497001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1497000.125000 Penalty: 3112.253174
	Iteration 57Q: 3 clusters Score -1497000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1497000.750000 Penalty: 3112.253174
	Iteration 58Q: 3 clusters Score -1497001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1497001.125000 Penalty: 3112.253174
	Iteration 59Q: 3 clusters Score -1497001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1497004.250000 Penalty: 3112.253174
	Iteration 60F: 3 clusters Score -1497004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1497006.500000 Penalty: 3112.253174
	Iteration 61Q: 3 clusters Score -1497006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1497009.000000 Penalty: 3112.253174
	Iteration 62Q: 3 clusters Score -1497009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1497010.750000 Penalty: 3112.253174
	Iteration 63Q: 3 clusters Score -1497011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1497009.500000 Penalty: 3112.253174
	Iteration 64Q: 3 clusters Score -1497010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1497010.250000 Penalty: 3112.253174
	Iteration 65Q: 3 clusters Score -1497010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1497014.250000 Penalty: 3112.253174
	Iteration 66Q: 3 clusters Score -1497014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1497011.875000 Penalty: 3112.253174
	Iteration 67Q: 3 clusters Score -1497012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1497016.000000 Penalty: 3112.253174
	Iteration 68Q: 3 clusters Score -1497016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1497014.500000 Penalty: 3112.253174
	Iteration 69Q: 3 clusters Score -1497014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1497013.875000 Penalty: 3112.253174
	Iteration 70Q: 3 clusters Score -1497014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1497017.375000 Penalty: 3112.253174
	Iteration 71Q: 3 clusters Score -1497017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1497018.625000 Penalty: 3112.253174
	Iteration 72Q: 3 clusters Score -1497019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1497020.875000 Penalty: 3112.253174
	Iteration 73Q: 3 clusters Score -1497021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1497021.250000 Penalty: 3112.253174
	Iteration 74Q: 3 clusters Score -1497021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1497020.000000 Penalty: 3112.253174
	Iteration 75Q: 3 clusters Score -1497020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1497022.125000 Penalty: 3112.253174
	Iteration 76Q: 3 clusters Score -1497022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1497022.500000 Penalty: 3112.253174
	Iteration 77Q: 3 clusters Score -1497022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1497025.125000 Penalty: 3112.253174
	Iteration 78Q: 3 clusters Score -1497025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1497025.000000 Penalty: 3112.253174
	Iteration 79Q: 3 clusters Score -1497025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1497024.000000 Penalty: 3112.253174
	Iteration 80F: 3 clusters Score -1497024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1497028.500000 Penalty: 3112.253174
	Iteration 81Q: 3 clusters Score -1497028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1497037.250000 Penalty: 3112.253174
	Iteration 82Q: 3 clusters Score -1497037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1497036.000000 Penalty: 3112.253174
	Iteration 83Q: 3 clusters Score -1497036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1497037.750000 Penalty: 3112.253174
	Iteration 84Q: 3 clusters Score -1497038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1497040.000000 Penalty: 3112.253174
	Iteration 85Q: 3 clusters Score -1497040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1497041.250000 Penalty: 3112.253174
	Iteration 86Q: 3 clusters Score -1497041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1497047.125000 Penalty: 3112.253174
	Iteration 87Q: 3 clusters Score -1497047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1497051.500000 Penalty: 3112.253174
	Iteration 88Q: 3 clusters Score -1497052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1497053.875000 Penalty: 3112.253174
	Iteration 89Q: 3 clusters Score -1497054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1497055.625000 Penalty: 3112.253174
	Iteration 90Q: 3 clusters Score -1497056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1497054.250000 Penalty: 3112.253174
	Iteration 91Q: 3 clusters Score -1497054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1497054.250000 Penalty: 3112.253174
	Iteration 92Q: 3 clusters Score -1497054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1497058.625000 Penalty: 3112.253174
	Iteration 93Q: 3 clusters Score -1497059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1497057.750000 Penalty: 3112.253174
	Iteration 94Q: 3 clusters Score -1497058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1497059.500000 Penalty: 3112.253174
	Iteration 95Q: 3 clusters Score -1497060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1497057.875000 Penalty: 3112.253174
	Iteration 96Q: 3 clusters Score -1497058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1497060.250000 Penalty: 3112.253174
	Iteration 97Q: 3 clusters Score -1497060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1497061.250000 Penalty: 3112.253174
	Iteration 98Q: 3 clusters Score -1497061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1497066.875000 Penalty: 3112.253174
	Iteration 99Q: 3 clusters Score -1497067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1497068.875000 Penalty: 3112.253174
	Iteration 100F: 3 clusters Score -1497069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1497074.000000 Penalty: 3112.253174
	Iteration 101Q: 3 clusters Score -1497074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1497075.250000 Penalty: 3112.253174
	Iteration 102Q: 3 clusters Score -1497075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1497075.750000 Penalty: 3112.253174
	Iteration 103Q: 3 clusters Score -1497076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1497076.000000 Penalty: 3112.253174
	Iteration 104Q: 3 clusters Score -1497076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1497075.500000 Penalty: 3112.253174
	Iteration 105Q: 3 clusters Score -1497076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1497075.500000 Penalty: 3112.253174
	Iteration 106Q: 3 clusters Score -1497076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1497076.000000 Penalty: 3112.253174
	Iteration 107Q: 3 clusters Score -1497076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1497076.125000 Penalty: 3112.253174
	Iteration 108Q: 3 clusters Score -1497076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1497076.625000 Penalty: 3112.253174
	Iteration 109Q: 3 clusters Score -1497077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1497077.375000 Penalty: 3112.253174
	Iteration 110Q: 3 clusters Score -1497077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1497077.375000 Penalty: 3112.253174
	Iteration 111F: 3 clusters Score -1497077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -16314.075195 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -16314.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15709.906250 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -15709.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16003.069336 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -16003.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16070.226562 Penalty: 1723.573975
	Iteration 2F: 3 clusters Score -16070.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16147.793945 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -16147.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16189.364258 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -16189.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16204.407227 Penalty: 1723.573975
	Iteration 5Q: 3 clusters Score -16204.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16232.129883 Penalty: 1723.573975
	Iteration 6Q: 3 clusters Score -16232.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16232.129883 Penalty: 1723.573975
	Iteration 7F: 3 clusters Score -16232.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (250208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250208 members 
Entering Unmasked Estep 
Score: -26580706.000000 Penalty: 2019.882812
	Iteration 0F: 2 clusters Score -2.658071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124948 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -26421280.000000 Penalty: 4039.765625
	Iteration 0F: 3 clusters Score -2.642128e+07 nChanged 121742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -26494316.000000 Penalty: 4039.765625
	Iteration 1F: 3 clusters Score -2.649432e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117204 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -26496742.000000 Penalty: 4039.765625
	Iteration 2Q: 3 clusters Score -2.649674e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 137636 members 
Entering Unmasked Estep 
Score: -26500046.000000 Penalty: 4039.765625
	Iteration 3Q: 3 clusters Score -2.650005e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 144833 members 
Entering Unmasked Estep 
Score: -26506520.000000 Penalty: 4039.765625
	Iteration 4F: 3 clusters Score -2.650652e+07 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -26516580.000000 Penalty: 4039.765625
	Iteration 5F: 3 clusters Score -2.651658e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 169214 members 
Entering Unmasked Estep 
Score: -26530590.000000 Penalty: 4039.765625
	Iteration 6F: 3 clusters Score -2.653059e+07 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 182356 members 
Entering Unmasked Estep 
Score: -26546392.000000 Penalty: 4039.765625
	Iteration 7F: 3 clusters Score -2.654639e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 191762 members 
Entering Unmasked Estep 
Score: -26557394.000000 Penalty: 4039.765625
	Iteration 8F: 3 clusters Score -2.655739e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 197721 members 
Entering Unmasked Estep 
Score: -26562514.000000 Penalty: 4039.765625
	Iteration 9Q: 3 clusters Score -2.656251e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 202417 members 
Entering Unmasked Estep 
Score: -26564930.000000 Penalty: 4039.765625
	Iteration 10Q: 3 clusters Score -2.656493e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 206672 members 
Entering Unmasked Estep 
Score: -26566288.000000 Penalty: 4039.765625
	Iteration 11Q: 3 clusters Score -2.656629e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 210645 members 
Entering Unmasked Estep 
Score: -26567736.000000 Penalty: 4039.765625
	Iteration 12Q: 3 clusters Score -2.656774e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 214346 members 
Entering Unmasked Estep 
Score: -26568814.000000 Penalty: 4039.765625
	Iteration 13Q: 3 clusters Score -2.656881e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 217920 members 
Entering Unmasked Estep 
Score: -26569814.000000 Penalty: 4039.765625
	Iteration 14Q: 3 clusters Score -2.656981e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 221269 members 
Entering Unmasked Estep 
Score: -26570442.000000 Penalty: 4039.765625
	Iteration 15Q: 3 clusters Score -2.657044e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 224462 members 
Entering Unmasked Estep 
Score: -26571198.000000 Penalty: 4039.765625
	Iteration 16Q: 3 clusters Score -2.65712e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 227457 members 
Entering Unmasked Estep 
Score: -26572036.000000 Penalty: 4039.765625
	Iteration 17Q: 3 clusters Score -2.657204e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 230190 members 
Entering Unmasked Estep 
Score: -26572754.000000 Penalty: 4039.765625
	Iteration 18Q: 3 clusters Score -2.657275e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 232724 members 
Entering Unmasked Estep 
Score: -26573444.000000 Penalty: 4039.765625
	Iteration 19Q: 3 clusters Score -2.657344e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 235158 members 
Entering Unmasked Estep 
Score: -26574096.000000 Penalty: 4039.765625
	Iteration 20F: 3 clusters Score -2.65741e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 237388 members 
Entering Unmasked Estep 
Score: -26574860.000000 Penalty: 4039.765625
	Iteration 21Q: 3 clusters Score -2.657486e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 239351 members 
Entering Unmasked Estep 
Score: -26575466.000000 Penalty: 4039.765625
	Iteration 22Q: 3 clusters Score -2.657547e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 241045 members 
Entering Unmasked Estep 
Score: -26576048.000000 Penalty: 4039.765625
	Iteration 23Q: 3 clusters Score -2.657605e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 242539 members 
Entering Unmasked Estep 
Score: -26576742.000000 Penalty: 4039.765625
	Iteration 24Q: 3 clusters Score -2.657674e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 243809 members 
Entering Unmasked Estep 
Score: -26577254.000000 Penalty: 4039.765625
	Iteration 25Q: 3 clusters Score -2.657725e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 244883 members 
Entering Unmasked Estep 
Score: -26577700.000000 Penalty: 4039.765625
	Iteration 26Q: 3 clusters Score -2.65777e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 245741 members 
Entering Unmasked Estep 
Score: -26578070.000000 Penalty: 4039.765625
	Iteration 27Q: 3 clusters Score -2.657807e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 246447 members 
Entering Unmasked Estep 
Score: -26578370.000000 Penalty: 4039.765625
	Iteration 28Q: 3 clusters Score -2.657837e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 247061 members 
Entering Unmasked Estep 
Score: -26578622.000000 Penalty: 4039.765625
	Iteration 29Q: 3 clusters Score -2.657862e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 247548 members 
Entering Unmasked Estep 
Score: -26578826.000000 Penalty: 4039.765625
	Iteration 30Q: 3 clusters Score -2.657883e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 247921 members 
Entering Unmasked Estep 
Score: -26578944.000000 Penalty: 4039.765625
	Iteration 31Q: 3 clusters Score -2.657894e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 248212 members 
Entering Unmasked Estep 
Score: -26579028.000000 Penalty: 4039.765625
	Iteration 32Q: 3 clusters Score -2.657903e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 248448 members 
Entering Unmasked Estep 
Score: -26579126.000000 Penalty: 4039.765625
	Iteration 33Q: 3 clusters Score -2.657913e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 248615 members 
Entering Unmasked Estep 
Score: -26579138.000000 Penalty: 4039.765625
	Iteration 34Q: 3 clusters Score -2.657914e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 248761 members 
Entering Unmasked Estep 
Score: -26579140.000000 Penalty: 4039.765625
	Iteration 35Q: 3 clusters Score -2.657914e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 248869 members 
Entering Unmasked Estep 
Score: -26579092.000000 Penalty: 4039.765625
	Iteration 36Q: 3 clusters Score -2.657909e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 248953 members 
Entering Unmasked Estep 
Score: -26579128.000000 Penalty: 4039.765625
	Iteration 37Q: 3 clusters Score -2.657913e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 249020 members 
Entering Unmasked Estep 
Score: -26579144.000000 Penalty: 4039.765625
	Iteration 38Q: 3 clusters Score -2.657914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 249071 members 
Entering Unmasked Estep 
Score: -26579152.000000 Penalty: 4039.765625
	Iteration 39Q: 3 clusters Score -2.657915e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 249111 members 
Entering Unmasked Estep 
Score: -26579132.000000 Penalty: 4039.765625
	Iteration 40F: 3 clusters Score -2.657913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 249161 members 
Entering Unmasked Estep 
Score: -26579164.000000 Penalty: 4039.765625
	Iteration 41Q: 3 clusters Score -2.657916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 249207 members 
Entering Unmasked Estep 
Score: -26579146.000000 Penalty: 4039.765625
	Iteration 42Q: 3 clusters Score -2.657915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 249236 members 
Entering Unmasked Estep 
Score: -26579170.000000 Penalty: 4039.765625
	Iteration 43Q: 3 clusters Score -2.657917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 249263 members 
Entering Unmasked Estep 
Score: -26579180.000000 Penalty: 4039.765625
	Iteration 44Q: 3 clusters Score -2.657918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 249286 members 
Entering Unmasked Estep 
Score: -26579170.000000 Penalty: 4039.765625
	Iteration 45Q: 3 clusters Score -2.657917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 249311 members 
Entering Unmasked Estep 
Score: -26579156.000000 Penalty: 4039.765625
	Iteration 46Q: 3 clusters Score -2.657916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 249335 members 
Entering Unmasked Estep 
Score: -26579166.000000 Penalty: 4039.765625
	Iteration 47Q: 3 clusters Score -2.657917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 249352 members 
Entering Unmasked Estep 
Score: -26579162.000000 Penalty: 4039.765625
	Iteration 48Q: 3 clusters Score -2.657916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 249372 members 
Entering Unmasked Estep 
Score: -26579174.000000 Penalty: 4039.765625
	Iteration 49Q: 3 clusters Score -2.657917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 249382 members 
Entering Unmasked Estep 
Score: -26579188.000000 Penalty: 4039.765625
	Iteration 50Q: 3 clusters Score -2.657919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 249396 members 
Entering Unmasked Estep 
Score: -26579192.000000 Penalty: 4039.765625
	Iteration 51Q: 3 clusters Score -2.657919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 249407 members 
Entering Unmasked Estep 
Score: -26579210.000000 Penalty: 4039.765625
	Iteration 52Q: 3 clusters Score -2.657921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 249411 members 
Entering Unmasked Estep 
Score: -26579208.000000 Penalty: 4039.765625
	Iteration 53Q: 3 clusters Score -2.657921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 249422 members 
Entering Unmasked Estep 
Score: -26579196.000000 Penalty: 4039.765625
	Iteration 54Q: 3 clusters Score -2.65792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 249426 members 
Entering Unmasked Estep 
Score: -26579190.000000 Penalty: 4039.765625
	Iteration 55Q: 3 clusters Score -2.657919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 249427 members 
Entering Unmasked Estep 
Score: -26579208.000000 Penalty: 4039.765625
	Iteration 56Q: 3 clusters Score -2.657921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 249434 members 
Entering Unmasked Estep 
Score: -26579210.000000 Penalty: 4039.765625
	Iteration 57Q: 3 clusters Score -2.657921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 249438 members 
Entering Unmasked Estep 
Score: -26579212.000000 Penalty: 4039.765625
	Iteration 58Q: 3 clusters Score -2.657921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 249441 members 
Entering Unmasked Estep 
Score: -26579210.000000 Penalty: 4039.765625
	Iteration 59Q: 3 clusters Score -2.657921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 249443 members 
Entering Unmasked Estep 
Score: -26579220.000000 Penalty: 4039.765625
	Iteration 60F: 3 clusters Score -2.657922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 249446 members 
Entering Unmasked Estep 
Score: -26579224.000000 Penalty: 4039.765625
	Iteration 61Q: 3 clusters Score -2.657922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 249447 members 
Entering Unmasked Estep 
Score: -26579236.000000 Penalty: 4039.765625
	Iteration 62Q: 3 clusters Score -2.657924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 249448 members 
Entering Unmasked Estep 
Score: -26579242.000000 Penalty: 4039.765625
	Iteration 63Q: 3 clusters Score -2.657924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 249448 members 
Entering Unmasked Estep 
Score: -26579242.000000 Penalty: 4039.765625
	Iteration 64F: 3 clusters Score -2.657924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Entering Unmasked Estep 
Score: -5318976.000000 Penalty: 1760.033569
	Iteration 0F: 2 clusters Score -5318976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5285161.500000 Penalty: 3520.067139
	Iteration 0F: 3 clusters Score -5285162 nChanged 23792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5298724.500000 Penalty: 3520.067139
	Iteration 1F: 3 clusters Score -5298724 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5299205.500000 Penalty: 3520.067139
	Iteration 2Q: 3 clusters Score -5299206 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5299769.500000 Penalty: 3520.067139
	Iteration 3Q: 3 clusters Score -5299770 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5300519.500000 Penalty: 3520.067139
	Iteration 4Q: 3 clusters Score -5300520 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -5301633.500000 Penalty: 3520.067139
	Iteration 5Q: 3 clusters Score -5301634 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5303321.500000 Penalty: 3520.067139
	Iteration 6F: 3 clusters Score -5303322 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5305856.000000 Penalty: 3520.067139
	Iteration 7F: 3 clusters Score -5305856 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5308968.500000 Penalty: 3520.067139
	Iteration 8F: 3 clusters Score -5308968 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5312106.500000 Penalty: 3520.067139
	Iteration 9F: 3 clusters Score -5312106 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5314330.000000 Penalty: 3520.067139
	Iteration 10Q: 3 clusters Score -5314330 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -5315578.000000 Penalty: 3520.067139
	Iteration 11Q: 3 clusters Score -5315578 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5316223.000000 Penalty: 3520.067139
	Iteration 12Q: 3 clusters Score -5316223 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5316654.500000 Penalty: 3520.067139
	Iteration 13Q: 3 clusters Score -5316654 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5316928.500000 Penalty: 3520.067139
	Iteration 14Q: 3 clusters Score -5316928 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -5317109.500000 Penalty: 3520.067139
	Iteration 15Q: 3 clusters Score -5317110 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5317237.500000 Penalty: 3520.067139
	Iteration 16Q: 3 clusters Score -5317238 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5317348.000000 Penalty: 3520.067139
	Iteration 17Q: 3 clusters Score -5317348 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -5317419.000000 Penalty: 3520.067139
	Iteration 18Q: 3 clusters Score -5317419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -5317479.000000 Penalty: 3520.067139
	Iteration 19Q: 3 clusters Score -5317479 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5317543.000000 Penalty: 3520.067139
	Iteration 20F: 3 clusters Score -5317543 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -5317591.500000 Penalty: 3520.067139
	Iteration 21Q: 3 clusters Score -5317592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -5317644.500000 Penalty: 3520.067139
	Iteration 22Q: 3 clusters Score -5317644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5317678.000000 Penalty: 3520.067139
	Iteration 23Q: 3 clusters Score -5317678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -5317707.000000 Penalty: 3520.067139
	Iteration 24Q: 3 clusters Score -5317707 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -5317722.000000 Penalty: 3520.067139
	Iteration 25Q: 3 clusters Score -5317722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -5317740.500000 Penalty: 3520.067139
	Iteration 26Q: 3 clusters Score -5317740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5317760.500000 Penalty: 3520.067139
	Iteration 27Q: 3 clusters Score -5317760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -5317784.000000 Penalty: 3520.067139
	Iteration 28Q: 3 clusters Score -5317784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -5317789.500000 Penalty: 3520.067139
	Iteration 29Q: 3 clusters Score -5317790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -5317810.500000 Penalty: 3520.067139
	Iteration 30Q: 3 clusters Score -5317810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -5317825.000000 Penalty: 3520.067139
	Iteration 31Q: 3 clusters Score -5317825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -5317830.500000 Penalty: 3520.067139
	Iteration 32Q: 3 clusters Score -5317830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -5317840.000000 Penalty: 3520.067139
	Iteration 33Q: 3 clusters Score -5317840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5317861.000000 Penalty: 3520.067139
	Iteration 34Q: 3 clusters Score -5317861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -5317859.500000 Penalty: 3520.067139
	Iteration 35Q: 3 clusters Score -5317860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -5317861.000000 Penalty: 3520.067139
	Iteration 36Q: 3 clusters Score -5317861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -5317863.000000 Penalty: 3520.067139
	Iteration 37Q: 3 clusters Score -5317863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5317880.000000 Penalty: 3520.067139
	Iteration 38Q: 3 clusters Score -5317880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -5317878.500000 Penalty: 3520.067139
	Iteration 39Q: 3 clusters Score -5317878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5317885.500000 Penalty: 3520.067139
	Iteration 40F: 3 clusters Score -5317886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -5317880.000000 Penalty: 3520.067139
	Iteration 41Q: 3 clusters Score -5317880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -5317881.500000 Penalty: 3520.067139
	Iteration 42Q: 3 clusters Score -5317882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5317876.000000 Penalty: 3520.067139
	Iteration 43Q: 3 clusters Score -5317876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -5317880.500000 Penalty: 3520.067139
	Iteration 44Q: 3 clusters Score -5317880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -5317883.500000 Penalty: 3520.067139
	Iteration 45Q: 3 clusters Score -5317884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -5317879.500000 Penalty: 3520.067139
	Iteration 46Q: 3 clusters Score -5317880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -5317880.500000 Penalty: 3520.067139
	Iteration 47Q: 3 clusters Score -5317880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -5317888.000000 Penalty: 3520.067139
	Iteration 48Q: 3 clusters Score -5317888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -5317895.500000 Penalty: 3520.067139
	Iteration 49Q: 3 clusters Score -5317896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5317890.000000 Penalty: 3520.067139
	Iteration 50Q: 3 clusters Score -5317890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -5317891.000000 Penalty: 3520.067139
	Iteration 51Q: 3 clusters Score -5317891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -5317891.500000 Penalty: 3520.067139
	Iteration 52Q: 3 clusters Score -5317892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -5317896.500000 Penalty: 3520.067139
	Iteration 53Q: 3 clusters Score -5317896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -5317891.000000 Penalty: 3520.067139
	Iteration 54Q: 3 clusters Score -5317891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5317896.500000 Penalty: 3520.067139
	Iteration 55Q: 3 clusters Score -5317896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -5317899.000000 Penalty: 3520.067139
	Iteration 56Q: 3 clusters Score -5317899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -5317898.000000 Penalty: 3520.067139
	Iteration 57Q: 3 clusters Score -5317898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5317904.000000 Penalty: 3520.067139
	Iteration 58Q: 3 clusters Score -5317904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5317900.000000 Penalty: 3520.067139
	Iteration 59Q: 3 clusters Score -5317900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5317905.500000 Penalty: 3520.067139
	Iteration 60F: 3 clusters Score -5317906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5317900.000000 Penalty: 3520.067139
	Iteration 61Q: 3 clusters Score -5317900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -5317902.500000 Penalty: 3520.067139
	Iteration 62Q: 3 clusters Score -5317902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5317901.500000 Penalty: 3520.067139
	Iteration 63Q: 3 clusters Score -5317902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5317906.500000 Penalty: 3520.067139
	Iteration 64Q: 3 clusters Score -5317906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -5317909.000000 Penalty: 3520.067139
	Iteration 65Q: 3 clusters Score -5317909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -5317904.500000 Penalty: 3520.067139
	Iteration 66Q: 3 clusters Score -5317904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -5317903.000000 Penalty: 3520.067139
	Iteration 67Q: 3 clusters Score -5317903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -5317907.000000 Penalty: 3520.067139
	Iteration 68Q: 3 clusters Score -5317907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -5317905.000000 Penalty: 3520.067139
	Iteration 69Q: 3 clusters Score -5317905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -5317904.000000 Penalty: 3520.067139
	Iteration 70Q: 3 clusters Score -5317904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5317909.500000 Penalty: 3520.067139
	Iteration 71Q: 3 clusters Score -5317910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -5317915.500000 Penalty: 3520.067139
	Iteration 72Q: 3 clusters Score -5317916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -5317914.500000 Penalty: 3520.067139
	Iteration 73Q: 3 clusters Score -5317914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -5317913.000000 Penalty: 3520.067139
	Iteration 74Q: 3 clusters Score -5317913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -5317908.000000 Penalty: 3520.067139
	Iteration 75Q: 3 clusters Score -5317908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -5317918.000000 Penalty: 3520.067139
	Iteration 76Q: 3 clusters Score -5317918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -5317919.500000 Penalty: 3520.067139
	Iteration 77Q: 3 clusters Score -5317920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -5317925.500000 Penalty: 3520.067139
	Iteration 78Q: 3 clusters Score -5317926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -5317922.500000 Penalty: 3520.067139
	Iteration 79Q: 3 clusters Score -5317922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5317925.000000 Penalty: 3520.067139
	Iteration 80F: 3 clusters Score -5317925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Entering Unmasked Estep 
Score: -2702209.250000 Penalty: 1652.922974
	Iteration 0F: 2 clusters Score -2702209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2684620.000000 Penalty: 3305.845947
	Iteration 0F: 3 clusters Score -2684620 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2691244.500000 Penalty: 3305.845947
	Iteration 1F: 3 clusters Score -2691244 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2691748.000000 Penalty: 3305.845947
	Iteration 2Q: 3 clusters Score -2691748 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2692310.500000 Penalty: 3305.845947
	Iteration 3Q: 3 clusters Score -2692310 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2693071.500000 Penalty: 3305.845947
	Iteration 4F: 3 clusters Score -2693072 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2694047.500000 Penalty: 3305.845947
	Iteration 5F: 3 clusters Score -2694048 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2695295.000000 Penalty: 3305.845947
	Iteration 6F: 3 clusters Score -2695295 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2696890.000000 Penalty: 3305.845947
	Iteration 7F: 3 clusters Score -2696890 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2699087.250000 Penalty: 3305.845947
	Iteration 8F: 3 clusters Score -2699087 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2702176.250000 Penalty: 3305.845947
	Iteration 9F: 3 clusters Score -2702176 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2704695.000000 Penalty: 3305.845947
	Iteration 10F: 3 clusters Score -2704695 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2706430.250000 Penalty: 3305.845947
	Iteration 11Q: 3 clusters Score -2706430 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2707598.000000 Penalty: 3305.845947
	Iteration 12Q: 3 clusters Score -2707598 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2707948.750000 Penalty: 3305.845947
	Iteration 13Q: 3 clusters Score -2707949 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2708073.500000 Penalty: 3305.845947
	Iteration 14Q: 3 clusters Score -2708074 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2708155.500000 Penalty: 3305.845947
	Iteration 15Q: 3 clusters Score -2708156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2708192.750000 Penalty: 3305.845947
	Iteration 16Q: 3 clusters Score -2708193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2708221.250000 Penalty: 3305.845947
	Iteration 17Q: 3 clusters Score -2708221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2708236.500000 Penalty: 3305.845947
	Iteration 18Q: 3 clusters Score -2708236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2708235.750000 Penalty: 3305.845947
	Iteration 19Q: 3 clusters Score -2708236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2708246.000000 Penalty: 3305.845947
	Iteration 20F: 3 clusters Score -2708246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2708245.250000 Penalty: 3305.845947
	Iteration 21Q: 3 clusters Score -2708245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2708244.500000 Penalty: 3305.845947
	Iteration 22Q: 3 clusters Score -2708244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2708248.000000 Penalty: 3305.845947
	Iteration 23Q: 3 clusters Score -2708248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2708242.000000 Penalty: 3305.845947
	Iteration 24Q: 3 clusters Score -2708242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2708240.750000 Penalty: 3305.845947
	Iteration 25Q: 3 clusters Score -2708241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2708243.000000 Penalty: 3305.845947
	Iteration 26Q: 3 clusters Score -2708243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2708243.000000 Penalty: 3305.845947
	Iteration 27F: 3 clusters Score -2708243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250208 members 
Mstep: Class 4 contains 50563 members 
Mstep: Class 5 contains 11781 members 
Mstep: Class 6 contains 164514 members 
Mstep: Class 7 contains 162513 members 
Mstep: Class 8 contains 30452 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 18 contains 12949 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40976 members 
Entering Unmasked Estep 
Score: -84479888.000000 Penalty: 46421.816406
Splitting cluster 5 changes total score from -84474736.000000 to -84479888.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (164514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Entering Unmasked Estep 
Score: -17616790.000000 Penalty: 1951.746948
	Iteration 0F: 2 clusters Score -1.761679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -17510856.000000 Penalty: 3903.493896
	Iteration 0F: 3 clusters Score -1.751086e+07 nChanged 79691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -17559082.000000 Penalty: 3903.493896
	Iteration 1F: 3 clusters Score -1.755908e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -17561278.000000 Penalty: 3903.493896
	Iteration 2Q: 3 clusters Score -1.756128e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -17564492.000000 Penalty: 3903.493896
	Iteration 3Q: 3 clusters Score -1.756449e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -17569558.000000 Penalty: 3903.493896
	Iteration 4F: 3 clusters Score -1.756956e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -17577010.000000 Penalty: 3903.493896
	Iteration 5F: 3 clusters Score -1.757701e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -17586336.000000 Penalty: 3903.493896
	Iteration 6F: 3 clusters Score -1.758634e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -17595264.000000 Penalty: 3903.493896
	Iteration 7F: 3 clusters Score -1.759526e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140735 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -17601986.000000 Penalty: 3903.493896
	Iteration 8Q: 3 clusters Score -1.760199e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -17606612.000000 Penalty: 3903.493896
	Iteration 9Q: 3 clusters Score -1.760661e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150214 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -17609410.000000 Penalty: 3903.493896
	Iteration 10Q: 3 clusters Score -1.760941e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -17611164.000000 Penalty: 3903.493896
	Iteration 11Q: 3 clusters Score -1.761116e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -17612382.000000 Penalty: 3903.493896
	Iteration 12Q: 3 clusters Score -1.761238e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157922 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -17613144.000000 Penalty: 3903.493896
	Iteration 13Q: 3 clusters Score -1.761314e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -17613800.000000 Penalty: 3903.493896
	Iteration 14Q: 3 clusters Score -1.76138e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -17614238.000000 Penalty: 3903.493896
	Iteration 15Q: 3 clusters Score -1.761424e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161638 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17614542.000000 Penalty: 3903.493896
	Iteration 16Q: 3 clusters Score -1.761454e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162272 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -17614764.000000 Penalty: 3903.493896
	Iteration 17Q: 3 clusters Score -1.761476e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17614912.000000 Penalty: 3903.493896
	Iteration 18Q: 3 clusters Score -1.761491e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -17614974.000000 Penalty: 3903.493896
	Iteration 19Q: 3 clusters Score -1.761497e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163216 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17615058.000000 Penalty: 3903.493896
	Iteration 20F: 3 clusters Score -1.761506e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17615120.000000 Penalty: 3903.493896
	Iteration 21Q: 3 clusters Score -1.761512e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -17615146.000000 Penalty: 3903.493896
	Iteration 22Q: 3 clusters Score -1.761515e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17615202.000000 Penalty: 3903.493896
	Iteration 23Q: 3 clusters Score -1.76152e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17615210.000000 Penalty: 3903.493896
	Iteration 24Q: 3 clusters Score -1.761521e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163674 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17615210.000000 Penalty: 3903.493896
	Iteration 25Q: 3 clusters Score -1.761521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17615220.000000 Penalty: 3903.493896
	Iteration 26Q: 3 clusters Score -1.761522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17615228.000000 Penalty: 3903.493896
	Iteration 27Q: 3 clusters Score -1.761523e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17615250.000000 Penalty: 3903.493896
	Iteration 28Q: 3 clusters Score -1.761525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17615250.000000 Penalty: 3903.493896
	Iteration 29Q: 3 clusters Score -1.761525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -17615260.000000 Penalty: 3903.493896
	Iteration 30Q: 3 clusters Score -1.761526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -17615270.000000 Penalty: 3903.493896
	Iteration 31Q: 3 clusters Score -1.761527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17615282.000000 Penalty: 3903.493896
	Iteration 32Q: 3 clusters Score -1.761528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163862 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17615294.000000 Penalty: 3903.493896
	Iteration 33Q: 3 clusters Score -1.761529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163872 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -17615302.000000 Penalty: 3903.493896
	Iteration 34Q: 3 clusters Score -1.76153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17615314.000000 Penalty: 3903.493896
	Iteration 35Q: 3 clusters Score -1.761531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17615316.000000 Penalty: 3903.493896
	Iteration 36Q: 3 clusters Score -1.761532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -17615310.000000 Penalty: 3903.493896
	Iteration 37Q: 3 clusters Score -1.761531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17615300.000000 Penalty: 3903.493896
	Iteration 38Q: 3 clusters Score -1.76153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17615308.000000 Penalty: 3903.493896
	Iteration 39Q: 3 clusters Score -1.761531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17615320.000000 Penalty: 3903.493896
	Iteration 40F: 3 clusters Score -1.761532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17615324.000000 Penalty: 3903.493896
	Iteration 41Q: 3 clusters Score -1.761532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17615320.000000 Penalty: 3903.493896
	Iteration 42Q: 3 clusters Score -1.761532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -17615326.000000 Penalty: 3903.493896
	Iteration 43Q: 3 clusters Score -1.761533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17615320.000000 Penalty: 3903.493896
	Iteration 44Q: 3 clusters Score -1.761532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163949 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -17615324.000000 Penalty: 3903.493896
	Iteration 45Q: 3 clusters Score -1.761532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17615320.000000 Penalty: 3903.493896
	Iteration 46Q: 3 clusters Score -1.761532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17615318.000000 Penalty: 3903.493896
	Iteration 47Q: 3 clusters Score -1.761532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -17615312.000000 Penalty: 3903.493896
	Iteration 48Q: 3 clusters Score -1.761531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17615312.000000 Penalty: 3903.493896
	Iteration 49Q: 3 clusters Score -1.761531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17615324.000000 Penalty: 3903.493896
	Iteration 50Q: 3 clusters Score -1.761532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17615328.000000 Penalty: 3903.493896
	Iteration 51Q: 3 clusters Score -1.761533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -17615328.000000 Penalty: 3903.493896
	Iteration 52F: 3 clusters Score -1.761533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Entering Unmasked Estep 
Score: -17390102.000000 Penalty: 1949.758423
	Iteration 0F: 2 clusters Score -1.73901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -17285218.000000 Penalty: 3899.516846
	Iteration 0F: 3 clusters Score -1.728522e+07 nChanged 78612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -17331602.000000 Penalty: 3899.516846
	Iteration 1F: 3 clusters Score -1.73316e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -17332830.000000 Penalty: 3899.516846
	Iteration 2Q: 3 clusters Score -1.733283e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -17335192.000000 Penalty: 3899.516846
	Iteration 3Q: 3 clusters Score -1.733519e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -17339158.000000 Penalty: 3899.516846
	Iteration 4F: 3 clusters Score -1.733916e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -17346060.000000 Penalty: 3899.516846
	Iteration 5F: 3 clusters Score -1.734606e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120051 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -17356642.000000 Penalty: 3899.516846
	Iteration 6F: 3 clusters Score -1.735664e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -17368694.000000 Penalty: 3899.516846
	Iteration 7F: 3 clusters Score -1.736869e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -17378616.000000 Penalty: 3899.516846
	Iteration 8F: 3 clusters Score -1.737862e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145480 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -17384280.000000 Penalty: 3899.516846
	Iteration 9Q: 3 clusters Score -1.738428e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -17386694.000000 Penalty: 3899.516846
	Iteration 10Q: 3 clusters Score -1.738669e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -17387732.000000 Penalty: 3899.516846
	Iteration 11Q: 3 clusters Score -1.738773e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151531 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -17388192.000000 Penalty: 3899.516846
	Iteration 12Q: 3 clusters Score -1.738819e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -17388552.000000 Penalty: 3899.516846
	Iteration 13Q: 3 clusters Score -1.738855e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -17388676.000000 Penalty: 3899.516846
	Iteration 14Q: 3 clusters Score -1.738868e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -17388830.000000 Penalty: 3899.516846
	Iteration 15Q: 3 clusters Score -1.738883e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -17388786.000000 Penalty: 3899.516846
	Iteration 16Q: 3 clusters Score -1.738879e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -17388840.000000 Penalty: 3899.516846
	Iteration 17Q: 3 clusters Score -1.738884e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -17388870.000000 Penalty: 3899.516846
	Iteration 18Q: 3 clusters Score -1.738887e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -17388848.000000 Penalty: 3899.516846
	Iteration 19Q: 3 clusters Score -1.738885e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -17388902.000000 Penalty: 3899.516846
	Iteration 20F: 3 clusters Score -1.73889e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -17388924.000000 Penalty: 3899.516846
	Iteration 21Q: 3 clusters Score -1.738892e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17388860.000000 Penalty: 3899.516846
	Iteration 22Q: 3 clusters Score -1.738886e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -17388800.000000 Penalty: 3899.516846
	Iteration 23Q: 3 clusters Score -1.73888e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17388810.000000 Penalty: 3899.516846
	Iteration 24Q: 3 clusters Score -1.738881e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -17388792.000000 Penalty: 3899.516846
	Iteration 25Q: 3 clusters Score -1.738879e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160285 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17388792.000000 Penalty: 3899.516846
	Iteration 26Q: 3 clusters Score -1.738879e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17388780.000000 Penalty: 3899.516846
	Iteration 27Q: 3 clusters Score -1.738878e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -17388774.000000 Penalty: 3899.516846
	Iteration 28Q: 3 clusters Score -1.738877e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160761 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17388830.000000 Penalty: 3899.516846
	Iteration 29Q: 3 clusters Score -1.738883e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -17388830.000000 Penalty: 3899.516846
	Iteration 30Q: 3 clusters Score -1.738883e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -17388836.000000 Penalty: 3899.516846
	Iteration 31Q: 3 clusters Score -1.738884e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -17388836.000000 Penalty: 3899.516846
	Iteration 32Q: 3 clusters Score -1.738884e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -17388846.000000 Penalty: 3899.516846
	Iteration 33Q: 3 clusters Score -1.738885e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17388860.000000 Penalty: 3899.516846
	Iteration 34Q: 3 clusters Score -1.738886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17388846.000000 Penalty: 3899.516846
	Iteration 35Q: 3 clusters Score -1.738885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17388814.000000 Penalty: 3899.516846
	Iteration 36Q: 3 clusters Score -1.738881e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17388812.000000 Penalty: 3899.516846
	Iteration 37Q: 3 clusters Score -1.738881e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161340 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -17388802.000000 Penalty: 3899.516846
	Iteration 38Q: 3 clusters Score -1.73888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17388788.000000 Penalty: 3899.516846
	Iteration 39Q: 3 clusters Score -1.738879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17388782.000000 Penalty: 3899.516846
	Iteration 40F: 3 clusters Score -1.738878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161409 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -17388802.000000 Penalty: 3899.516846
	Iteration 41Q: 3 clusters Score -1.73888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17388816.000000 Penalty: 3899.516846
	Iteration 42Q: 3 clusters Score -1.738882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -17388816.000000 Penalty: 3899.516846
	Iteration 43Q: 3 clusters Score -1.738882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161472 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17388818.000000 Penalty: 3899.516846
	Iteration 44Q: 3 clusters Score -1.738882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -17388798.000000 Penalty: 3899.516846
	Iteration 45Q: 3 clusters Score -1.73888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -17388820.000000 Penalty: 3899.516846
	Iteration 46Q: 3 clusters Score -1.738882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161521 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -17388792.000000 Penalty: 3899.516846
	Iteration 47Q: 3 clusters Score -1.738879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161530 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17388790.000000 Penalty: 3899.516846
	Iteration 48Q: 3 clusters Score -1.738879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17388772.000000 Penalty: 3899.516846
	Iteration 49Q: 3 clusters Score -1.738877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17388782.000000 Penalty: 3899.516846
	Iteration 50Q: 3 clusters Score -1.738878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -17388788.000000 Penalty: 3899.516846
	Iteration 51Q: 3 clusters Score -1.738879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -17388798.000000 Penalty: 3899.516846
	Iteration 52Q: 3 clusters Score -1.73888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17388802.000000 Penalty: 3899.516846
	Iteration 53Q: 3 clusters Score -1.73888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -17388802.000000 Penalty: 3899.516846
	Iteration 54F: 3 clusters Score -1.73888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Entering Unmasked Estep 
Score: -3182916.500000 Penalty: 1677.634888
	Iteration 0F: 2 clusters Score -3182916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3162344.500000 Penalty: 3355.269775
	Iteration 0F: 3 clusters Score -3162344 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3170893.500000 Penalty: 3355.269775
	Iteration 1F: 3 clusters Score -3170894 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3172190.000000 Penalty: 3355.269775
	Iteration 2F: 3 clusters Score -3172190 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3174065.500000 Penalty: 3355.269775
	Iteration 3F: 3 clusters Score -3174066 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3176341.000000 Penalty: 3355.269775
	Iteration 4F: 3 clusters Score -3176341 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3178210.250000 Penalty: 3355.269775
	Iteration 5F: 3 clusters Score -3178210 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3179439.500000 Penalty: 3355.269775
	Iteration 6F: 3 clusters Score -3179440 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3180199.000000 Penalty: 3355.269775
	Iteration 7Q: 3 clusters Score -3180199 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3180771.500000 Penalty: 3355.269775
	Iteration 8Q: 3 clusters Score -3180772 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3181159.500000 Penalty: 3355.269775
	Iteration 9Q: 3 clusters Score -3181160 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3181495.000000 Penalty: 3355.269775
	Iteration 10Q: 3 clusters Score -3181495 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3181705.250000 Penalty: 3355.269775
	Iteration 11Q: 3 clusters Score -3181705 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3181906.500000 Penalty: 3355.269775
	Iteration 12Q: 3 clusters Score -3181906 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3182053.750000 Penalty: 3355.269775
	Iteration 13Q: 3 clusters Score -3182054 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3182186.750000 Penalty: 3355.269775
	Iteration 14Q: 3 clusters Score -3182187 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3182284.250000 Penalty: 3355.269775
	Iteration 15Q: 3 clusters Score -3182284 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3182362.250000 Penalty: 3355.269775
	Iteration 16Q: 3 clusters Score -3182362 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3182435.000000 Penalty: 3355.269775
	Iteration 17Q: 3 clusters Score -3182435 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3182490.250000 Penalty: 3355.269775
	Iteration 18Q: 3 clusters Score -3182490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3182537.750000 Penalty: 3355.269775
	Iteration 19Q: 3 clusters Score -3182538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3182583.000000 Penalty: 3355.269775
	Iteration 20F: 3 clusters Score -3182583 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3182619.250000 Penalty: 3355.269775
	Iteration 21Q: 3 clusters Score -3182619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3182638.500000 Penalty: 3355.269775
	Iteration 22Q: 3 clusters Score -3182638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3182658.000000 Penalty: 3355.269775
	Iteration 23Q: 3 clusters Score -3182658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3182676.250000 Penalty: 3355.269775
	Iteration 24Q: 3 clusters Score -3182676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3182691.750000 Penalty: 3355.269775
	Iteration 25Q: 3 clusters Score -3182692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3182712.500000 Penalty: 3355.269775
	Iteration 26Q: 3 clusters Score -3182712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3182727.250000 Penalty: 3355.269775
	Iteration 27Q: 3 clusters Score -3182727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3182731.750000 Penalty: 3355.269775
	Iteration 28Q: 3 clusters Score -3182732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3182741.750000 Penalty: 3355.269775
	Iteration 29Q: 3 clusters Score -3182742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3182743.000000 Penalty: 3355.269775
	Iteration 30Q: 3 clusters Score -3182743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3182744.500000 Penalty: 3355.269775
	Iteration 31Q: 3 clusters Score -3182744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3182758.000000 Penalty: 3355.269775
	Iteration 32Q: 3 clusters Score -3182758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3182765.500000 Penalty: 3355.269775
	Iteration 33Q: 3 clusters Score -3182766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3182773.750000 Penalty: 3355.269775
	Iteration 34Q: 3 clusters Score -3182774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3182770.750000 Penalty: 3355.269775
	Iteration 35Q: 3 clusters Score -3182771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3182769.500000 Penalty: 3355.269775
	Iteration 36Q: 3 clusters Score -3182770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3182770.000000 Penalty: 3355.269775
	Iteration 37Q: 3 clusters Score -3182770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3182773.750000 Penalty: 3355.269775
	Iteration 38Q: 3 clusters Score -3182774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3182768.750000 Penalty: 3355.269775
	Iteration 39Q: 3 clusters Score -3182769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3182771.750000 Penalty: 3355.269775
	Iteration 40F: 3 clusters Score -3182772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3182775.000000 Penalty: 3355.269775
	Iteration 41Q: 3 clusters Score -3182775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3182774.000000 Penalty: 3355.269775
	Iteration 42Q: 3 clusters Score -3182774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3182774.750000 Penalty: 3355.269775
	Iteration 43Q: 3 clusters Score -3182775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3182777.250000 Penalty: 3355.269775
	Iteration 44Q: 3 clusters Score -3182777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3182776.000000 Penalty: 3355.269775
	Iteration 45Q: 3 clusters Score -3182776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3182774.250000 Penalty: 3355.269775
	Iteration 46Q: 3 clusters Score -3182774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3182773.750000 Penalty: 3355.269775
	Iteration 47Q: 3 clusters Score -3182774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3182772.750000 Penalty: 3355.269775
	Iteration 48Q: 3 clusters Score -3182773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3182772.500000 Penalty: 3355.269775
	Iteration 49Q: 3 clusters Score -3182772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3182777.750000 Penalty: 3355.269775
	Iteration 50Q: 3 clusters Score -3182778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3182776.000000 Penalty: 3355.269775
	Iteration 51Q: 3 clusters Score -3182776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3182776.500000 Penalty: 3355.269775
	Iteration 52Q: 3 clusters Score -3182776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3182779.000000 Penalty: 3355.269775
	Iteration 53Q: 3 clusters Score -3182779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3182779.250000 Penalty: 3355.269775
	Iteration 54Q: 3 clusters Score -3182779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3182779.500000 Penalty: 3355.269775
	Iteration 55Q: 3 clusters Score -3182780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3182777.750000 Penalty: 3355.269775
	Iteration 56Q: 3 clusters Score -3182778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3182779.000000 Penalty: 3355.269775
	Iteration 57Q: 3 clusters Score -3182779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3182778.250000 Penalty: 3355.269775
	Iteration 58Q: 3 clusters Score -3182778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3182779.250000 Penalty: 3355.269775
	Iteration 59Q: 3 clusters Score -3182779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3182779.250000 Penalty: 3355.269775
	Iteration 60F: 3 clusters Score -3182779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -358580.531250 Penalty: 1333.259155
	Iteration 0F: 2 clusters Score -358580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -355438.781250 Penalty: 2666.518311
	Iteration 0F: 3 clusters Score -355438.8 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -356368.343750 Penalty: 2666.518311
	Iteration 1F: 3 clusters Score -356368.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -356613.718750 Penalty: 2666.518311
	Iteration 2F: 3 clusters Score -356613.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -356919.375000 Penalty: 2666.518311
	Iteration 3F: 3 clusters Score -356919.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -357338.812500 Penalty: 2666.518311
	Iteration 4F: 3 clusters Score -357338.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -357880.781250 Penalty: 2666.518311
	Iteration 5F: 3 clusters Score -357880.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -358224.812500 Penalty: 2666.518311
	Iteration 6F: 3 clusters Score -358224.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -358349.281250 Penalty: 2666.518311
	Iteration 7Q: 3 clusters Score -358349.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -358423.531250 Penalty: 2666.518311
	Iteration 8Q: 3 clusters Score -358423.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -358475.250000 Penalty: 2666.518311
	Iteration 9Q: 3 clusters Score -358475.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -358533.093750 Penalty: 2666.518311
	Iteration 10Q: 3 clusters Score -358533.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -358592.531250 Penalty: 2666.518311
	Iteration 11Q: 3 clusters Score -358592.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -358626.843750 Penalty: 2666.518311
	Iteration 12Q: 3 clusters Score -358626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -358646.437500 Penalty: 2666.518311
	Iteration 13Q: 3 clusters Score -358646.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -358666.375000 Penalty: 2666.518311
	Iteration 14Q: 3 clusters Score -358666.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -358682.000000 Penalty: 2666.518311
	Iteration 15Q: 3 clusters Score -358682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -358692.343750 Penalty: 2666.518311
	Iteration 16Q: 3 clusters Score -358692.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -358705.218750 Penalty: 2666.518311
	Iteration 17Q: 3 clusters Score -358705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -358713.687500 Penalty: 2666.518311
	Iteration 18Q: 3 clusters Score -358713.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -358721.031250 Penalty: 2666.518311
	Iteration 19Q: 3 clusters Score -358721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -358730.250000 Penalty: 2666.518311
	Iteration 20F: 3 clusters Score -358730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -358734.593750 Penalty: 2666.518311
	Iteration 21Q: 3 clusters Score -358734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -358737.093750 Penalty: 2666.518311
	Iteration 22Q: 3 clusters Score -358737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -358738.093750 Penalty: 2666.518311
	Iteration 23Q: 3 clusters Score -358738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -358739.750000 Penalty: 2666.518311
	Iteration 24Q: 3 clusters Score -358739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -358740.531250 Penalty: 2666.518311
	Iteration 25Q: 3 clusters Score -358740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -358740.781250 Penalty: 2666.518311
	Iteration 26Q: 3 clusters Score -358740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -358741.500000 Penalty: 2666.518311
	Iteration 27Q: 3 clusters Score -358741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -358742.218750 Penalty: 2666.518311
	Iteration 28Q: 3 clusters Score -358742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -358741.812500 Penalty: 2666.518311
	Iteration 29Q: 3 clusters Score -358741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -358741.812500 Penalty: 2666.518311
	Iteration 30F: 3 clusters Score -358741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250208 members 
Mstep: Class 4 contains 50563 members 
Mstep: Class 5 contains 11781 members 
Mstep: Class 6 contains 164514 members 
Mstep: Class 7 contains 162513 members 
Mstep: Class 8 contains 30452 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 14375 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 12949 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40976 members 
Entering Unmasked Estep 
Score: -84479096.000000 Penalty: 48632.378906
Splitting cluster 9 changes total score from -84474736.000000 to -84479096.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1144175.000000 Penalty: 1513.550903
	Iteration 0F: 2 clusters Score -1144175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1136299.375000 Penalty: 3027.101807
	Iteration 0F: 3 clusters Score -1136299 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1138735.625000 Penalty: 3027.101807
	Iteration 1F: 3 clusters Score -1138736 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1139000.750000 Penalty: 3027.101807
	Iteration 2F: 3 clusters Score -1139001 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1139248.500000 Penalty: 3027.101807
	Iteration 3F: 3 clusters Score -1139248 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1139495.750000 Penalty: 3027.101807
	Iteration 4Q: 3 clusters Score -1139496 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1139770.125000 Penalty: 3027.101807
	Iteration 5Q: 3 clusters Score -1139770 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1140080.000000 Penalty: 3027.101807
	Iteration 6F: 3 clusters Score -1140080 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1140435.500000 Penalty: 3027.101807
	Iteration 7F: 3 clusters Score -1140436 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1140779.375000 Penalty: 3027.101807
	Iteration 8F: 3 clusters Score -1140779 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1141123.625000 Penalty: 3027.101807
	Iteration 9Q: 3 clusters Score -1141124 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1141444.125000 Penalty: 3027.101807
	Iteration 10Q: 3 clusters Score -1141444 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1141688.875000 Penalty: 3027.101807
	Iteration 11Q: 3 clusters Score -1141689 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1141871.375000 Penalty: 3027.101807
	Iteration 12Q: 3 clusters Score -1141871 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1142011.750000 Penalty: 3027.101807
	Iteration 13Q: 3 clusters Score -1142012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1142099.625000 Penalty: 3027.101807
	Iteration 14Q: 3 clusters Score -1142100 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1142181.625000 Penalty: 3027.101807
	Iteration 15Q: 3 clusters Score -1142182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1142229.750000 Penalty: 3027.101807
	Iteration 16Q: 3 clusters Score -1142230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1142270.875000 Penalty: 3027.101807
	Iteration 17Q: 3 clusters Score -1142271 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1142314.125000 Penalty: 3027.101807
	Iteration 18Q: 3 clusters Score -1142314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1142360.375000 Penalty: 3027.101807
	Iteration 19Q: 3 clusters Score -1142360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1142412.000000 Penalty: 3027.101807
	Iteration 20F: 3 clusters Score -1142412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1142477.375000 Penalty: 3027.101807
	Iteration 21Q: 3 clusters Score -1142477 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1142552.625000 Penalty: 3027.101807
	Iteration 22Q: 3 clusters Score -1142553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1142628.250000 Penalty: 3027.101807
	Iteration 23Q: 3 clusters Score -1142628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1142708.250000 Penalty: 3027.101807
	Iteration 24Q: 3 clusters Score -1142708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1142806.375000 Penalty: 3027.101807
	Iteration 25Q: 3 clusters Score -1142806 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1142920.875000 Penalty: 3027.101807
	Iteration 26Q: 3 clusters Score -1142921 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1143052.125000 Penalty: 3027.101807
	Iteration 27Q: 3 clusters Score -1143052 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1143177.250000 Penalty: 3027.101807
	Iteration 28Q: 3 clusters Score -1143177 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1143264.375000 Penalty: 3027.101807
	Iteration 29Q: 3 clusters Score -1143264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1143333.125000 Penalty: 3027.101807
	Iteration 30Q: 3 clusters Score -1143333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1143397.250000 Penalty: 3027.101807
	Iteration 31Q: 3 clusters Score -1143397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1143452.625000 Penalty: 3027.101807
	Iteration 32Q: 3 clusters Score -1143453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1143483.250000 Penalty: 3027.101807
	Iteration 33Q: 3 clusters Score -1143483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1143507.125000 Penalty: 3027.101807
	Iteration 34Q: 3 clusters Score -1143507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1143534.750000 Penalty: 3027.101807
	Iteration 35Q: 3 clusters Score -1143535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1143557.750000 Penalty: 3027.101807
	Iteration 36Q: 3 clusters Score -1143558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1143567.625000 Penalty: 3027.101807
	Iteration 37Q: 3 clusters Score -1143568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1143578.250000 Penalty: 3027.101807
	Iteration 38Q: 3 clusters Score -1143578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1143584.250000 Penalty: 3027.101807
	Iteration 39Q: 3 clusters Score -1143584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1143657.500000 Penalty: 3027.101807
	Iteration 40F: 3 clusters Score -1143658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1143695.750000 Penalty: 3027.101807
	Iteration 41Q: 3 clusters Score -1143696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1143713.625000 Penalty: 3027.101807
	Iteration 42Q: 3 clusters Score -1143714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1143723.000000 Penalty: 3027.101807
	Iteration 43Q: 3 clusters Score -1143723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1143729.750000 Penalty: 3027.101807
	Iteration 44Q: 3 clusters Score -1143730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1143736.250000 Penalty: 3027.101807
	Iteration 45Q: 3 clusters Score -1143736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1143738.500000 Penalty: 3027.101807
	Iteration 46Q: 3 clusters Score -1143738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1143740.250000 Penalty: 3027.101807
	Iteration 47Q: 3 clusters Score -1143740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1143740.000000 Penalty: 3027.101807
	Iteration 48Q: 3 clusters Score -1143740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1143742.375000 Penalty: 3027.101807
	Iteration 49Q: 3 clusters Score -1143742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1143743.250000 Penalty: 3027.101807
	Iteration 50Q: 3 clusters Score -1143743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1143741.000000 Penalty: 3027.101807
	Iteration 51Q: 3 clusters Score -1143741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1143745.125000 Penalty: 3027.101807
	Iteration 52Q: 3 clusters Score -1143745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1143745.875000 Penalty: 3027.101807
	Iteration 53Q: 3 clusters Score -1143746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1143748.375000 Penalty: 3027.101807
	Iteration 54Q: 3 clusters Score -1143748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1143749.000000 Penalty: 3027.101807
	Iteration 55Q: 3 clusters Score -1143749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1143749.000000 Penalty: 3027.101807
	Iteration 56Q: 3 clusters Score -1143749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1143750.875000 Penalty: 3027.101807
	Iteration 57Q: 3 clusters Score -1143751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1143753.750000 Penalty: 3027.101807
	Iteration 58Q: 3 clusters Score -1143754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1143754.000000 Penalty: 3027.101807
	Iteration 59Q: 3 clusters Score -1143754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1143757.250000 Penalty: 3027.101807
	Iteration 60F: 3 clusters Score -1143757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1143759.250000 Penalty: 3027.101807
	Iteration 61Q: 3 clusters Score -1143759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1143760.125000 Penalty: 3027.101807
	Iteration 62Q: 3 clusters Score -1143760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1143760.125000 Penalty: 3027.101807
	Iteration 63F: 3 clusters Score -1143760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -11877.085938 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -11877.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11443.224609 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -11443.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11585.981445 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -11585.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -11670.469727 Penalty: 1630.615845
	Iteration 2F: 3 clusters Score -11670.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -11725.702148 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -11725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -11780.213867 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -11780.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -11780.213867 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -11780.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -135179.968750 Penalty: 1168.362427
	Iteration 0F: 2 clusters Score -135180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133500.484375 Penalty: 2336.724854
	Iteration 0F: 3 clusters Score -133500.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133792.390625 Penalty: 2336.724854
	Iteration 1F: 3 clusters Score -133792.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133871.515625 Penalty: 2336.724854
	Iteration 2F: 3 clusters Score -133871.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133920.671875 Penalty: 2336.724854
	Iteration 3Q: 3 clusters Score -133920.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133960.187500 Penalty: 2336.724854
	Iteration 4Q: 3 clusters Score -133960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133977.093750 Penalty: 2336.724854
	Iteration 5Q: 3 clusters Score -133977.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133990.671875 Penalty: 2336.724854
	Iteration 6Q: 3 clusters Score -133990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133999.859375 Penalty: 2336.724854
	Iteration 7Q: 3 clusters Score -133999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134004.953125 Penalty: 2336.724854
	Iteration 8Q: 3 clusters Score -134005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134006.359375 Penalty: 2336.724854
	Iteration 9Q: 3 clusters Score -134006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134008.734375 Penalty: 2336.724854
	Iteration 10Q: 3 clusters Score -134008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134010.375000 Penalty: 2336.724854
	Iteration 11Q: 3 clusters Score -134010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134010.750000 Penalty: 2336.724854
	Iteration 12Q: 3 clusters Score -134010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134010.750000 Penalty: 2336.724854
	Iteration 13F: 3 clusters Score -134010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1037883.062500 Penalty: 1487.848267
	Iteration 0F: 2 clusters Score -1037883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1031032.812500 Penalty: 2975.696533
	Iteration 0F: 3 clusters Score -1031033 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1033291.500000 Penalty: 2975.696533
	Iteration 1F: 3 clusters Score -1033292 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1033627.750000 Penalty: 2975.696533
	Iteration 2F: 3 clusters Score -1033628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1033998.687500 Penalty: 2975.696533
	Iteration 3F: 3 clusters Score -1033999 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1034355.562500 Penalty: 2975.696533
	Iteration 4F: 3 clusters Score -1034356 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1034736.500000 Penalty: 2975.696533
	Iteration 5F: 3 clusters Score -1034736 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1035127.125000 Penalty: 2975.696533
	Iteration 6F: 3 clusters Score -1035127 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1035507.812500 Penalty: 2975.696533
	Iteration 7F: 3 clusters Score -1035508 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1035816.187500 Penalty: 2975.696533
	Iteration 8Q: 3 clusters Score -1035816 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1036020.812500 Penalty: 2975.696533
	Iteration 9Q: 3 clusters Score -1036021 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1036125.625000 Penalty: 2975.696533
	Iteration 10Q: 3 clusters Score -1036126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1036173.562500 Penalty: 2975.696533
	Iteration 11Q: 3 clusters Score -1036174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1036201.000000 Penalty: 2975.696533
	Iteration 12Q: 3 clusters Score -1036201 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1036225.000000 Penalty: 2975.696533
	Iteration 13Q: 3 clusters Score -1036225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1036245.125000 Penalty: 2975.696533
	Iteration 14Q: 3 clusters Score -1036245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1036257.187500 Penalty: 2975.696533
	Iteration 15Q: 3 clusters Score -1036257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1036262.750000 Penalty: 2975.696533
	Iteration 16Q: 3 clusters Score -1036263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1036264.937500 Penalty: 2975.696533
	Iteration 17Q: 3 clusters Score -1036265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1036274.562500 Penalty: 2975.696533
	Iteration 18Q: 3 clusters Score -1036275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1036276.562500 Penalty: 2975.696533
	Iteration 19Q: 3 clusters Score -1036277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1036282.437500 Penalty: 2975.696533
	Iteration 20F: 3 clusters Score -1036282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1036287.562500 Penalty: 2975.696533
	Iteration 21Q: 3 clusters Score -1036288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1036290.500000 Penalty: 2975.696533
	Iteration 22Q: 3 clusters Score -1036290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1036295.562500 Penalty: 2975.696533
	Iteration 23Q: 3 clusters Score -1036296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1036306.062500 Penalty: 2975.696533
	Iteration 24Q: 3 clusters Score -1036306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1036316.000000 Penalty: 2975.696533
	Iteration 25Q: 3 clusters Score -1036316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1036321.625000 Penalty: 2975.696533
	Iteration 26Q: 3 clusters Score -1036322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1036331.000000 Penalty: 2975.696533
	Iteration 27Q: 3 clusters Score -1036331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1036342.125000 Penalty: 2975.696533
	Iteration 28Q: 3 clusters Score -1036342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1036352.687500 Penalty: 2975.696533
	Iteration 29Q: 3 clusters Score -1036353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1036362.437500 Penalty: 2975.696533
	Iteration 30Q: 3 clusters Score -1036362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1036373.812500 Penalty: 2975.696533
	Iteration 31Q: 3 clusters Score -1036374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1036383.187500 Penalty: 2975.696533
	Iteration 32Q: 3 clusters Score -1036383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1036391.937500 Penalty: 2975.696533
	Iteration 33Q: 3 clusters Score -1036392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1036401.687500 Penalty: 2975.696533
	Iteration 34Q: 3 clusters Score -1036402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1036412.250000 Penalty: 2975.696533
	Iteration 35Q: 3 clusters Score -1036412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1036418.250000 Penalty: 2975.696533
	Iteration 36Q: 3 clusters Score -1036418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1036434.687500 Penalty: 2975.696533
	Iteration 37Q: 3 clusters Score -1036435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1036439.000000 Penalty: 2975.696533
	Iteration 38Q: 3 clusters Score -1036439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1036445.062500 Penalty: 2975.696533
	Iteration 39Q: 3 clusters Score -1036445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1036454.437500 Penalty: 2975.696533
	Iteration 40F: 3 clusters Score -1036454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1036460.125000 Penalty: 2975.696533
	Iteration 41Q: 3 clusters Score -1036460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1036467.500000 Penalty: 2975.696533
	Iteration 42Q: 3 clusters Score -1036468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1036471.937500 Penalty: 2975.696533
	Iteration 43Q: 3 clusters Score -1036472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1036477.000000 Penalty: 2975.696533
	Iteration 44Q: 3 clusters Score -1036477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1036478.375000 Penalty: 2975.696533
	Iteration 45Q: 3 clusters Score -1036478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1036478.312500 Penalty: 2975.696533
	Iteration 46Q: 3 clusters Score -1036478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1036484.250000 Penalty: 2975.696533
	Iteration 47Q: 3 clusters Score -1036484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1036486.437500 Penalty: 2975.696533
	Iteration 48Q: 3 clusters Score -1036486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1036490.937500 Penalty: 2975.696533
	Iteration 49Q: 3 clusters Score -1036491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1036493.312500 Penalty: 2975.696533
	Iteration 50Q: 3 clusters Score -1036493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1036496.000000 Penalty: 2975.696533
	Iteration 51Q: 3 clusters Score -1036496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1036495.125000 Penalty: 2975.696533
	Iteration 52Q: 3 clusters Score -1036495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1036494.562500 Penalty: 2975.696533
	Iteration 53Q: 3 clusters Score -1036495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1036497.125000 Penalty: 2975.696533
	Iteration 54Q: 3 clusters Score -1036497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1036496.187500 Penalty: 2975.696533
	Iteration 55Q: 3 clusters Score -1036496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1036498.125000 Penalty: 2975.696533
	Iteration 56Q: 3 clusters Score -1036498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1036498.750000 Penalty: 2975.696533
	Iteration 57Q: 3 clusters Score -1036499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1036498.937500 Penalty: 2975.696533
	Iteration 58Q: 3 clusters Score -1036499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1036498.937500 Penalty: 2975.696533
	Iteration 59F: 3 clusters Score -1036499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Entering Unmasked Estep 
Score: -575754.437500 Penalty: 1392.990479
	Iteration 0F: 2 clusters Score -575754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -571617.687500 Penalty: 2785.980957
	Iteration 0F: 3 clusters Score -571617.7 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -572753.125000 Penalty: 2785.980957
	Iteration 1F: 3 clusters Score -572753.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -572921.750000 Penalty: 2785.980957
	Iteration 2F: 3 clusters Score -572921.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -573035.000000 Penalty: 2785.980957
	Iteration 3Q: 3 clusters Score -573035 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -573112.187500 Penalty: 2785.980957
	Iteration 4Q: 3 clusters Score -573112.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -573173.812500 Penalty: 2785.980957
	Iteration 5Q: 3 clusters Score -573173.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -573215.562500 Penalty: 2785.980957
	Iteration 6Q: 3 clusters Score -573215.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -573250.000000 Penalty: 2785.980957
	Iteration 7Q: 3 clusters Score -573250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -573284.062500 Penalty: 2785.980957
	Iteration 8Q: 3 clusters Score -573284.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -573317.562500 Penalty: 2785.980957
	Iteration 9Q: 3 clusters Score -573317.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -573354.812500 Penalty: 2785.980957
	Iteration 10Q: 3 clusters Score -573354.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -573392.500000 Penalty: 2785.980957
	Iteration 11Q: 3 clusters Score -573392.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -573431.375000 Penalty: 2785.980957
	Iteration 12Q: 3 clusters Score -573431.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -573473.812500 Penalty: 2785.980957
	Iteration 13Q: 3 clusters Score -573473.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -573515.875000 Penalty: 2785.980957
	Iteration 14Q: 3 clusters Score -573515.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -573553.562500 Penalty: 2785.980957
	Iteration 15Q: 3 clusters Score -573553.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -573596.500000 Penalty: 2785.980957
	Iteration 16Q: 3 clusters Score -573596.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -573641.625000 Penalty: 2785.980957
	Iteration 17Q: 3 clusters Score -573641.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -573687.187500 Penalty: 2785.980957
	Iteration 18Q: 3 clusters Score -573687.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -573739.312500 Penalty: 2785.980957
	Iteration 19Q: 3 clusters Score -573739.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -573799.687500 Penalty: 2785.980957
	Iteration 20F: 3 clusters Score -573799.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -573868.000000 Penalty: 2785.980957
	Iteration 21Q: 3 clusters Score -573868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -573950.750000 Penalty: 2785.980957
	Iteration 22Q: 3 clusters Score -573950.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -574042.625000 Penalty: 2785.980957
	Iteration 23Q: 3 clusters Score -574042.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -574116.562500 Penalty: 2785.980957
	Iteration 24Q: 3 clusters Score -574116.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -574200.625000 Penalty: 2785.980957
	Iteration 25Q: 3 clusters Score -574200.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -574259.062500 Penalty: 2785.980957
	Iteration 26Q: 3 clusters Score -574259.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -574301.562500 Penalty: 2785.980957
	Iteration 27Q: 3 clusters Score -574301.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -574339.937500 Penalty: 2785.980957
	Iteration 28Q: 3 clusters Score -574339.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -574370.687500 Penalty: 2785.980957
	Iteration 29Q: 3 clusters Score -574370.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -574399.937500 Penalty: 2785.980957
	Iteration 30Q: 3 clusters Score -574399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -574419.625000 Penalty: 2785.980957
	Iteration 31Q: 3 clusters Score -574419.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -574437.812500 Penalty: 2785.980957
	Iteration 32Q: 3 clusters Score -574437.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -574454.687500 Penalty: 2785.980957
	Iteration 33Q: 3 clusters Score -574454.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -574468.812500 Penalty: 2785.980957
	Iteration 34Q: 3 clusters Score -574468.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -574481.625000 Penalty: 2785.980957
	Iteration 35Q: 3 clusters Score -574481.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -574491.312500 Penalty: 2785.980957
	Iteration 36Q: 3 clusters Score -574491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -574496.125000 Penalty: 2785.980957
	Iteration 37Q: 3 clusters Score -574496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -574499.062500 Penalty: 2785.980957
	Iteration 38Q: 3 clusters Score -574499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -574500.000000 Penalty: 2785.980957
	Iteration 39Q: 3 clusters Score -574500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -574505.687500 Penalty: 2785.980957
	Iteration 40F: 3 clusters Score -574505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -574509.937500 Penalty: 2785.980957
	Iteration 41Q: 3 clusters Score -574509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -574514.812500 Penalty: 2785.980957
	Iteration 42Q: 3 clusters Score -574514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -574518.500000 Penalty: 2785.980957
	Iteration 43Q: 3 clusters Score -574518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -574522.812500 Penalty: 2785.980957
	Iteration 44Q: 3 clusters Score -574522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -574521.812500 Penalty: 2785.980957
	Iteration 45Q: 3 clusters Score -574521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -574522.500000 Penalty: 2785.980957
	Iteration 46Q: 3 clusters Score -574522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -574522.000000 Penalty: 2785.980957
	Iteration 47Q: 3 clusters Score -574522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -574522.000000 Penalty: 2785.980957
	Iteration 48F: 3 clusters Score -574522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -314296.906250 Penalty: 1299.947754
	Iteration 0F: 2 clusters Score -314296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311572.187500 Penalty: 2599.895508
	Iteration 0F: 3 clusters Score -311572.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -312248.468750 Penalty: 2599.895508
	Iteration 1F: 3 clusters Score -312248.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -312360.093750 Penalty: 2599.895508
	Iteration 2F: 3 clusters Score -312360.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -312416.968750 Penalty: 2599.895508
	Iteration 3Q: 3 clusters Score -312417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -312463.593750 Penalty: 2599.895508
	Iteration 4Q: 3 clusters Score -312463.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -312496.031250 Penalty: 2599.895508
	Iteration 5Q: 3 clusters Score -312496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -312515.031250 Penalty: 2599.895508
	Iteration 6Q: 3 clusters Score -312515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -312533.031250 Penalty: 2599.895508
	Iteration 7Q: 3 clusters Score -312533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -312550.875000 Penalty: 2599.895508
	Iteration 8Q: 3 clusters Score -312550.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -312571.843750 Penalty: 2599.895508
	Iteration 9Q: 3 clusters Score -312571.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -312599.031250 Penalty: 2599.895508
	Iteration 10Q: 3 clusters Score -312599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -312637.031250 Penalty: 2599.895508
	Iteration 11Q: 3 clusters Score -312637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -312671.406250 Penalty: 2599.895508
	Iteration 12Q: 3 clusters Score -312671.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -312705.156250 Penalty: 2599.895508
	Iteration 13Q: 3 clusters Score -312705.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -312738.187500 Penalty: 2599.895508
	Iteration 14Q: 3 clusters Score -312738.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -312769.625000 Penalty: 2599.895508
	Iteration 15Q: 3 clusters Score -312769.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -312795.625000 Penalty: 2599.895508
	Iteration 16Q: 3 clusters Score -312795.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -312820.812500 Penalty: 2599.895508
	Iteration 17Q: 3 clusters Score -312820.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -312842.812500 Penalty: 2599.895508
	Iteration 18Q: 3 clusters Score -312842.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -312853.500000 Penalty: 2599.895508
	Iteration 19Q: 3 clusters Score -312853.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -312864.437500 Penalty: 2599.895508
	Iteration 20F: 3 clusters Score -312864.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -312879.156250 Penalty: 2599.895508
	Iteration 21Q: 3 clusters Score -312879.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -312899.562500 Penalty: 2599.895508
	Iteration 22Q: 3 clusters Score -312899.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -312919.718750 Penalty: 2599.895508
	Iteration 23Q: 3 clusters Score -312919.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -312931.781250 Penalty: 2599.895508
	Iteration 24Q: 3 clusters Score -312931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -312945.875000 Penalty: 2599.895508
	Iteration 25Q: 3 clusters Score -312945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -312960.281250 Penalty: 2599.895508
	Iteration 26Q: 3 clusters Score -312960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -312971.406250 Penalty: 2599.895508
	Iteration 27Q: 3 clusters Score -312971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -312983.656250 Penalty: 2599.895508
	Iteration 28Q: 3 clusters Score -312983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -312995.156250 Penalty: 2599.895508
	Iteration 29Q: 3 clusters Score -312995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -313004.968750 Penalty: 2599.895508
	Iteration 30Q: 3 clusters Score -313005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -313012.562500 Penalty: 2599.895508
	Iteration 31Q: 3 clusters Score -313012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -313021.250000 Penalty: 2599.895508
	Iteration 32Q: 3 clusters Score -313021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -313026.562500 Penalty: 2599.895508
	Iteration 33Q: 3 clusters Score -313026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -313037.843750 Penalty: 2599.895508
	Iteration 34Q: 3 clusters Score -313037.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -313047.343750 Penalty: 2599.895508
	Iteration 35Q: 3 clusters Score -313047.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -313054.406250 Penalty: 2599.895508
	Iteration 36Q: 3 clusters Score -313054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -313061.593750 Penalty: 2599.895508
	Iteration 37Q: 3 clusters Score -313061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -313068.125000 Penalty: 2599.895508
	Iteration 38Q: 3 clusters Score -313068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -313072.875000 Penalty: 2599.895508
	Iteration 39Q: 3 clusters Score -313072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -313075.593750 Penalty: 2599.895508
	Iteration 40F: 3 clusters Score -313075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -313075.875000 Penalty: 2599.895508
	Iteration 41Q: 3 clusters Score -313075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -313075.875000 Penalty: 2599.895508
	Iteration 42F: 3 clusters Score -313075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Entering Unmasked Estep 
Score: -1411652.250000 Penalty: 1538.675781
	Iteration 0F: 2 clusters Score -1411652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1402655.750000 Penalty: 3077.351562
	Iteration 0F: 3 clusters Score -1402656 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1405680.625000 Penalty: 3077.351562
	Iteration 1F: 3 clusters Score -1405681 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1405998.875000 Penalty: 3077.351562
	Iteration 2F: 3 clusters Score -1405999 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1406392.000000 Penalty: 3077.351562
	Iteration 3F: 3 clusters Score -1406392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1406919.625000 Penalty: 3077.351562
	Iteration 4F: 3 clusters Score -1406920 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1407583.625000 Penalty: 3077.351562
	Iteration 5F: 3 clusters Score -1407584 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1408318.125000 Penalty: 3077.351562
	Iteration 6F: 3 clusters Score -1408318 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1409083.750000 Penalty: 3077.351562
	Iteration 7F: 3 clusters Score -1409084 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1409656.750000 Penalty: 3077.351562
	Iteration 8F: 3 clusters Score -1409657 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1410002.625000 Penalty: 3077.351562
	Iteration 9Q: 3 clusters Score -1410003 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1410182.875000 Penalty: 3077.351562
	Iteration 10Q: 3 clusters Score -1410183 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1410293.875000 Penalty: 3077.351562
	Iteration 11Q: 3 clusters Score -1410294 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1410384.750000 Penalty: 3077.351562
	Iteration 12Q: 3 clusters Score -1410385 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1410454.375000 Penalty: 3077.351562
	Iteration 13Q: 3 clusters Score -1410454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1410513.125000 Penalty: 3077.351562
	Iteration 14Q: 3 clusters Score -1410513 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1410564.875000 Penalty: 3077.351562
	Iteration 15Q: 3 clusters Score -1410565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1410615.750000 Penalty: 3077.351562
	Iteration 16Q: 3 clusters Score -1410616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1410662.625000 Penalty: 3077.351562
	Iteration 17Q: 3 clusters Score -1410663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1410699.000000 Penalty: 3077.351562
	Iteration 18Q: 3 clusters Score -1410699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1410724.500000 Penalty: 3077.351562
	Iteration 19Q: 3 clusters Score -1410724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1410748.125000 Penalty: 3077.351562
	Iteration 20F: 3 clusters Score -1410748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1410770.000000 Penalty: 3077.351562
	Iteration 21Q: 3 clusters Score -1410770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1410789.375000 Penalty: 3077.351562
	Iteration 22Q: 3 clusters Score -1410789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1410804.125000 Penalty: 3077.351562
	Iteration 23Q: 3 clusters Score -1410804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1410816.875000 Penalty: 3077.351562
	Iteration 24Q: 3 clusters Score -1410817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1410824.000000 Penalty: 3077.351562
	Iteration 25Q: 3 clusters Score -1410824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1410831.125000 Penalty: 3077.351562
	Iteration 26Q: 3 clusters Score -1410831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1410835.500000 Penalty: 3077.351562
	Iteration 27Q: 3 clusters Score -1410836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1410838.375000 Penalty: 3077.351562
	Iteration 28Q: 3 clusters Score -1410838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1410843.500000 Penalty: 3077.351562
	Iteration 29Q: 3 clusters Score -1410844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1410844.750000 Penalty: 3077.351562
	Iteration 30Q: 3 clusters Score -1410845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1410851.375000 Penalty: 3077.351562
	Iteration 31Q: 3 clusters Score -1410851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1410850.875000 Penalty: 3077.351562
	Iteration 32Q: 3 clusters Score -1410851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1410854.625000 Penalty: 3077.351562
	Iteration 33Q: 3 clusters Score -1410855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1410855.750000 Penalty: 3077.351562
	Iteration 34Q: 3 clusters Score -1410856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1410858.250000 Penalty: 3077.351562
	Iteration 35Q: 3 clusters Score -1410858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1410858.875000 Penalty: 3077.351562
	Iteration 36Q: 3 clusters Score -1410859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1410860.375000 Penalty: 3077.351562
	Iteration 37Q: 3 clusters Score -1410860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1410859.500000 Penalty: 3077.351562
	Iteration 38Q: 3 clusters Score -1410860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1410860.875000 Penalty: 3077.351562
	Iteration 39Q: 3 clusters Score -1410861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1410863.000000 Penalty: 3077.351562
	Iteration 40F: 3 clusters Score -1410863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1410861.250000 Penalty: 3077.351562
	Iteration 41Q: 3 clusters Score -1410861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1410861.250000 Penalty: 3077.351562
	Iteration 42F: 3 clusters Score -1410861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -1862855.625000 Penalty: 1583.222412
	Iteration 0F: 2 clusters Score -1862856 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 8376 members 
Entering Unmasked Estep 
Score: -1851134.000000 Penalty: 3166.444824
	Iteration 0F: 3 clusters Score -1851134 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1855294.250000 Penalty: 3166.444824
	Iteration 1F: 3 clusters Score -1855294 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1855691.375000 Penalty: 3166.444824
	Iteration 2F: 3 clusters Score -1855691 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1856090.125000 Penalty: 3166.444824
	Iteration 3F: 3 clusters Score -1856090 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1856577.750000 Penalty: 3166.444824
	Iteration 4F: 3 clusters Score -1856578 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1857261.250000 Penalty: 3166.444824
	Iteration 5F: 3 clusters Score -1857261 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1858127.250000 Penalty: 3166.444824
	Iteration 6F: 3 clusters Score -1858127 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1859117.250000 Penalty: 3166.444824
	Iteration 7F: 3 clusters Score -1859117 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1860003.625000 Penalty: 3166.444824
	Iteration 8F: 3 clusters Score -1860004 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1860653.375000 Penalty: 3166.444824
	Iteration 9Q: 3 clusters Score -1860653 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1861034.625000 Penalty: 3166.444824
	Iteration 10Q: 3 clusters Score -1861035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1861214.250000 Penalty: 3166.444824
	Iteration 11Q: 3 clusters Score -1861214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1861313.125000 Penalty: 3166.444824
	Iteration 12Q: 3 clusters Score -1861313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1861380.125000 Penalty: 3166.444824
	Iteration 13Q: 3 clusters Score -1861380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1861423.750000 Penalty: 3166.444824
	Iteration 14Q: 3 clusters Score -1861424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1861450.000000 Penalty: 3166.444824
	Iteration 15Q: 3 clusters Score -1861450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1861476.375000 Penalty: 3166.444824
	Iteration 16Q: 3 clusters Score -1861476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1861492.125000 Penalty: 3166.444824
	Iteration 17Q: 3 clusters Score -1861492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1861501.375000 Penalty: 3166.444824
	Iteration 18Q: 3 clusters Score -1861501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1861508.625000 Penalty: 3166.444824
	Iteration 19Q: 3 clusters Score -1861509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1861518.500000 Penalty: 3166.444824
	Iteration 20F: 3 clusters Score -1861518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1861526.500000 Penalty: 3166.444824
	Iteration 21Q: 3 clusters Score -1861526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1861537.750000 Penalty: 3166.444824
	Iteration 22Q: 3 clusters Score -1861538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1861542.875000 Penalty: 3166.444824
	Iteration 23Q: 3 clusters Score -1861543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1861543.875000 Penalty: 3166.444824
	Iteration 24Q: 3 clusters Score -1861544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1861548.000000 Penalty: 3166.444824
	Iteration 25Q: 3 clusters Score -1861548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1861549.000000 Penalty: 3166.444824
	Iteration 26Q: 3 clusters Score -1861549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1861547.750000 Penalty: 3166.444824
	Iteration 27Q: 3 clusters Score -1861548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1861550.750000 Penalty: 3166.444824
	Iteration 28Q: 3 clusters Score -1861551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1861551.000000 Penalty: 3166.444824
	Iteration 29Q: 3 clusters Score -1861551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1861554.625000 Penalty: 3166.444824
	Iteration 30Q: 3 clusters Score -1861555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1861556.250000 Penalty: 3166.444824
	Iteration 31Q: 3 clusters Score -1861556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1861556.250000 Penalty: 3166.444824
	Iteration 32F: 3 clusters Score -1861556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -361703.031250 Penalty: 1324.825806
	Iteration 0F: 2 clusters Score -361703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -358697.968750 Penalty: 2649.651611
	Iteration 0F: 3 clusters Score -358698 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -359536.968750 Penalty: 2649.651611
	Iteration 1F: 3 clusters Score -359537 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -359768.906250 Penalty: 2649.651611
	Iteration 2F: 3 clusters Score -359768.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -359950.718750 Penalty: 2649.651611
	Iteration 3F: 3 clusters Score -359950.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -360071.437500 Penalty: 2649.651611
	Iteration 4F: 3 clusters Score -360071.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -360178.812500 Penalty: 2649.651611
	Iteration 5Q: 3 clusters Score -360178.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -360275.218750 Penalty: 2649.651611
	Iteration 6Q: 3 clusters Score -360275.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -360346.906250 Penalty: 2649.651611
	Iteration 7Q: 3 clusters Score -360346.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -360408.187500 Penalty: 2649.651611
	Iteration 8Q: 3 clusters Score -360408.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -360453.812500 Penalty: 2649.651611
	Iteration 9Q: 3 clusters Score -360453.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -360497.281250 Penalty: 2649.651611
	Iteration 10Q: 3 clusters Score -360497.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -360529.781250 Penalty: 2649.651611
	Iteration 11Q: 3 clusters Score -360529.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -360559.187500 Penalty: 2649.651611
	Iteration 12Q: 3 clusters Score -360559.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -360590.406250 Penalty: 2649.651611
	Iteration 13Q: 3 clusters Score -360590.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -360616.906250 Penalty: 2649.651611
	Iteration 14Q: 3 clusters Score -360616.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -360639.062500 Penalty: 2649.651611
	Iteration 15Q: 3 clusters Score -360639.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -360658.218750 Penalty: 2649.651611
	Iteration 16Q: 3 clusters Score -360658.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -360674.218750 Penalty: 2649.651611
	Iteration 17Q: 3 clusters Score -360674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -360686.531250 Penalty: 2649.651611
	Iteration 18Q: 3 clusters Score -360686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -360699.656250 Penalty: 2649.651611
	Iteration 19Q: 3 clusters Score -360699.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -360707.125000 Penalty: 2649.651611
	Iteration 20F: 3 clusters Score -360707.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -360712.062500 Penalty: 2649.651611
	Iteration 21Q: 3 clusters Score -360712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -360715.656250 Penalty: 2649.651611
	Iteration 22Q: 3 clusters Score -360715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -360718.406250 Penalty: 2649.651611
	Iteration 23Q: 3 clusters Score -360718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -360720.875000 Penalty: 2649.651611
	Iteration 24Q: 3 clusters Score -360720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -360727.062500 Penalty: 2649.651611
	Iteration 25Q: 3 clusters Score -360727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -360730.718750 Penalty: 2649.651611
	Iteration 26Q: 3 clusters Score -360730.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -360735.062500 Penalty: 2649.651611
	Iteration 27Q: 3 clusters Score -360735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -360737.562500 Penalty: 2649.651611
	Iteration 28Q: 3 clusters Score -360737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -360738.250000 Penalty: 2649.651611
	Iteration 29Q: 3 clusters Score -360738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -360739.468750 Penalty: 2649.651611
	Iteration 30Q: 3 clusters Score -360739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -360740.906250 Penalty: 2649.651611
	Iteration 31Q: 3 clusters Score -360740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -360743.843750 Penalty: 2649.651611
	Iteration 32Q: 3 clusters Score -360743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -360746.656250 Penalty: 2649.651611
	Iteration 33Q: 3 clusters Score -360746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -360750.875000 Penalty: 2649.651611
	Iteration 34Q: 3 clusters Score -360750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -360752.968750 Penalty: 2649.651611
	Iteration 35Q: 3 clusters Score -360753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -360759.187500 Penalty: 2649.651611
	Iteration 36Q: 3 clusters Score -360759.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -360765.156250 Penalty: 2649.651611
	Iteration 37Q: 3 clusters Score -360765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -360768.156250 Penalty: 2649.651611
	Iteration 38Q: 3 clusters Score -360768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -360772.250000 Penalty: 2649.651611
	Iteration 39Q: 3 clusters Score -360772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -360776.906250 Penalty: 2649.651611
	Iteration 40F: 3 clusters Score -360776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -360778.281250 Penalty: 2649.651611
	Iteration 41Q: 3 clusters Score -360778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -360780.593750 Penalty: 2649.651611
	Iteration 42Q: 3 clusters Score -360780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -360780.718750 Penalty: 2649.651611
	Iteration 43Q: 3 clusters Score -360780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -360781.281250 Penalty: 2649.651611
	Iteration 44Q: 3 clusters Score -360781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -360782.343750 Penalty: 2649.651611
	Iteration 45Q: 3 clusters Score -360782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -360782.843750 Penalty: 2649.651611
	Iteration 46Q: 3 clusters Score -360782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -360784.156250 Penalty: 2649.651611
	Iteration 47Q: 3 clusters Score -360784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -360784.500000 Penalty: 2649.651611
	Iteration 48Q: 3 clusters Score -360784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -360785.437500 Penalty: 2649.651611
	Iteration 49Q: 3 clusters Score -360785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -360788.000000 Penalty: 2649.651611
	Iteration 50Q: 3 clusters Score -360788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -360789.000000 Penalty: 2649.651611
	Iteration 51Q: 3 clusters Score -360789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -360790.250000 Penalty: 2649.651611
	Iteration 52Q: 3 clusters Score -360790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -360791.062500 Penalty: 2649.651611
	Iteration 53Q: 3 clusters Score -360791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -360792.437500 Penalty: 2649.651611
	Iteration 54Q: 3 clusters Score -360792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -360792.531250 Penalty: 2649.651611
	Iteration 55Q: 3 clusters Score -360792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -360792.843750 Penalty: 2649.651611
	Iteration 56Q: 3 clusters Score -360792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -360793.593750 Penalty: 2649.651611
	Iteration 57Q: 3 clusters Score -360793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -360794.218750 Penalty: 2649.651611
	Iteration 58Q: 3 clusters Score -360794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -360795.156250 Penalty: 2649.651611
	Iteration 59Q: 3 clusters Score -360795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -360796.593750 Penalty: 2649.651611
	Iteration 60F: 3 clusters Score -360796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -360798.250000 Penalty: 2649.651611
	Iteration 61Q: 3 clusters Score -360798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -360799.343750 Penalty: 2649.651611
	Iteration 62Q: 3 clusters Score -360799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -360800.125000 Penalty: 2649.651611
	Iteration 63Q: 3 clusters Score -360800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -360801.406250 Penalty: 2649.651611
	Iteration 64Q: 3 clusters Score -360801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -360801.500000 Penalty: 2649.651611
	Iteration 65Q: 3 clusters Score -360801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -360801.125000 Penalty: 2649.651611
	Iteration 66Q: 3 clusters Score -360801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -360801.125000 Penalty: 2649.651611
	Iteration 67F: 3 clusters Score -360801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -156666.062500 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -156666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -154866.546875 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -154866.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155227.375000 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -155227.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155320.937500 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -155320.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155370.703125 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -155370.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155404.453125 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -155404.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155427.828125 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -155427.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155447.328125 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -155447.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155462.437500 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -155462.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155469.921875 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -155469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155473.843750 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -155473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155476.984375 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -155477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155478.609375 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -155478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155479.296875 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -155479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155479.687500 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -155479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155480.187500 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -155480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155481.046875 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -155481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155481.859375 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -155481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155483.531250 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -155483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155485.031250 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -155485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155486.500000 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -155486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155486.890625 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -155486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Entering Unmasked Estep 
Score: -4459846.500000 Penalty: 1725.870605
	Iteration 0F: 2 clusters Score -4459846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -4432578.000000 Penalty: 3451.741211
	Iteration 0F: 3 clusters Score -4432578 nChanged 18918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4443230.000000 Penalty: 3451.741211
	Iteration 1F: 3 clusters Score -4443230 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4443701.000000 Penalty: 3451.741211
	Iteration 2Q: 3 clusters Score -4443701 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4444266.000000 Penalty: 3451.741211
	Iteration 3Q: 3 clusters Score -4444266 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4445022.500000 Penalty: 3451.741211
	Iteration 4Q: 3 clusters Score -4445022 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4446088.500000 Penalty: 3451.741211
	Iteration 5F: 3 clusters Score -4446088 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4447644.500000 Penalty: 3451.741211
	Iteration 6F: 3 clusters Score -4447644 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4449845.000000 Penalty: 3451.741211
	Iteration 7F: 3 clusters Score -4449845 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4452336.000000 Penalty: 3451.741211
	Iteration 8F: 3 clusters Score -4452336 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4454346.500000 Penalty: 3451.741211
	Iteration 9F: 3 clusters Score -4454346 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4455298.000000 Penalty: 3451.741211
	Iteration 10Q: 3 clusters Score -4455298 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4455703.500000 Penalty: 3451.741211
	Iteration 11Q: 3 clusters Score -4455704 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4455910.500000 Penalty: 3451.741211
	Iteration 12Q: 3 clusters Score -4455910 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4456091.000000 Penalty: 3451.741211
	Iteration 13Q: 3 clusters Score -4456091 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4456225.000000 Penalty: 3451.741211
	Iteration 14Q: 3 clusters Score -4456225 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4456371.000000 Penalty: 3451.741211
	Iteration 15Q: 3 clusters Score -4456371 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4456476.000000 Penalty: 3451.741211
	Iteration 16Q: 3 clusters Score -4456476 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4456588.500000 Penalty: 3451.741211
	Iteration 17Q: 3 clusters Score -4456588 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4456695.500000 Penalty: 3451.741211
	Iteration 18Q: 3 clusters Score -4456696 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4456791.000000 Penalty: 3451.741211
	Iteration 19Q: 3 clusters Score -4456791 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4456859.000000 Penalty: 3451.741211
	Iteration 20F: 3 clusters Score -4456859 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4456911.500000 Penalty: 3451.741211
	Iteration 21Q: 3 clusters Score -4456912 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4456980.500000 Penalty: 3451.741211
	Iteration 22Q: 3 clusters Score -4456980 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4457039.500000 Penalty: 3451.741211
	Iteration 23Q: 3 clusters Score -4457040 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4457135.000000 Penalty: 3451.741211
	Iteration 24Q: 3 clusters Score -4457135 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4457208.000000 Penalty: 3451.741211
	Iteration 25Q: 3 clusters Score -4457208 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4457304.000000 Penalty: 3451.741211
	Iteration 26Q: 3 clusters Score -4457304 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4457393.500000 Penalty: 3451.741211
	Iteration 27Q: 3 clusters Score -4457394 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4457495.000000 Penalty: 3451.741211
	Iteration 28Q: 3 clusters Score -4457495 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4457597.000000 Penalty: 3451.741211
	Iteration 29Q: 3 clusters Score -4457597 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4457696.000000 Penalty: 3451.741211
	Iteration 30Q: 3 clusters Score -4457696 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4457733.000000 Penalty: 3451.741211
	Iteration 31Q: 3 clusters Score -4457733 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4457801.000000 Penalty: 3451.741211
	Iteration 32Q: 3 clusters Score -4457801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4457833.000000 Penalty: 3451.741211
	Iteration 33Q: 3 clusters Score -4457833 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4457902.500000 Penalty: 3451.741211
	Iteration 34Q: 3 clusters Score -4457902 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4457957.000000 Penalty: 3451.741211
	Iteration 35Q: 3 clusters Score -4457957 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4458009.500000 Penalty: 3451.741211
	Iteration 36Q: 3 clusters Score -4458010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4458073.000000 Penalty: 3451.741211
	Iteration 37Q: 3 clusters Score -4458073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4458115.500000 Penalty: 3451.741211
	Iteration 38Q: 3 clusters Score -4458116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4458153.000000 Penalty: 3451.741211
	Iteration 39Q: 3 clusters Score -4458153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4458186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4458227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4458250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4458293.000000 Penalty: 3451.741211
	Iteration 43Q: 3 clusters Score -4458293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4458323.500000 Penalty: 3451.741211
	Iteration 44Q: 3 clusters Score -4458324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4458361.000000 Penalty: 3451.741211
	Iteration 45Q: 3 clusters Score -4458361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4458385.500000 Penalty: 3451.741211
	Iteration 46Q: 3 clusters Score -4458386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4458419.500000 Penalty: 3451.741211
	Iteration 47Q: 3 clusters Score -4458420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4458452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4458460.500000 Penalty: 3451.741211
	Iteration 49Q: 3 clusters Score -4458460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4458476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4458488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4458496.500000 Penalty: 3451.741211
	Iteration 52Q: 3 clusters Score -4458496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4458509.000000 Penalty: 3451.741211
	Iteration 53Q: 3 clusters Score -4458509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4458516.500000 Penalty: 3451.741211
	Iteration 54Q: 3 clusters Score -4458516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4458530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4458530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4458541.500000 Penalty: 3451.741211
	Iteration 57Q: 3 clusters Score -4458542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4458551.000000 Penalty: 3451.741211
	Iteration 58Q: 3 clusters Score -4458551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4458553.000000 Penalty: 3451.741211
	Iteration 59Q: 3 clusters Score -4458553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4458562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4458569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4458570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4458576.500000 Penalty: 3451.741211
	Iteration 63Q: 3 clusters Score -4458576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4458577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4458580.000000 Penalty: 3451.741211
	Iteration 65Q: 3 clusters Score -4458580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4458578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4458578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4458586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4458588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4458586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4458588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4458588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4458593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4458593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 75F: 3 clusters Score -4458593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250208 members 
Mstep: Class 4 contains 50563 members 
Mstep: Class 5 contains 11781 members 
Mstep: Class 6 contains 164514 members 
Mstep: Class 7 contains 162513 members 
Mstep: Class 8 contains 30452 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 9471 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 18 contains 12949 members 
Mstep: Class 19 contains 17033 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 40976 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 23 clusters Score -8.44808e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 202 members 
Mstep: Class 3 contains 250526 members 
Mstep: Class 4 contains 50655 members 
Mstep: Class 5 contains 11505 members 
Mstep: Class 6 contains 164647 members 
Mstep: Class 7 contains 162774 members 
Mstep: Class 8 contains 30447 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 11121 members 
Mstep: Class 11 contains 153 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 9500 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 17082 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 23 contains 41020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 23 clusters Score -8.448158e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 202 members 
Mstep: Class 3 contains 250599 members 
Mstep: Class 4 contains 50632 members 
Mstep: Class 5 contains 11260 members 
Mstep: Class 6 contains 164632 members 
Mstep: Class 7 contains 162821 members 
Mstep: Class 8 contains 30421 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 9511 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 17090 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41026 members 
Entering Unmasked Estep 
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Iteration 161Q: 23 clusters Score -8.448165e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250558 members 
Mstep: Class 4 contains 50628 members 
Mstep: Class 5 contains 11106 members 
Mstep: Class 6 contains 164755 members 
Mstep: Class 7 contains 162824 members 
Mstep: Class 8 contains 30392 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 9526 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 12961 members 
Mstep: Class 19 contains 17105 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41028 members 
Entering Unmasked Estep 
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Iteration 162Q: 23 clusters Score -8.448157e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250512 members 
Mstep: Class 4 contains 50643 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 164874 members 
Mstep: Class 7 contains 162812 members 
Mstep: Class 8 contains 30366 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 10 contains 11112 members 
Mstep: Class 11 contains 149 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 9535 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 13536 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 12957 members 
Mstep: Class 19 contains 17127 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41034 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -8.448187e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 250431 members 
Mstep: Class 4 contains 50674 members 
Mstep: Class 5 contains 10887 members 
Mstep: Class 6 contains 164977 members 
Mstep: Class 7 contains 162831 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 11118 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 9544 members 
Mstep: Class 14 contains 5368 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 13470 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 12956 members 
Mstep: Class 19 contains 17157 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41047 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -8.448173e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 250361 members 
Mstep: Class 4 contains 50713 members 
Mstep: Class 5 contains 10810 members 
Mstep: Class 6 contains 165066 members 
Mstep: Class 7 contains 162849 members 
Mstep: Class 8 contains 30325 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 9558 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 13410 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 12957 members 
Mstep: Class 19 contains 17182 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41061 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -8.448166e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 250271 members 
Mstep: Class 4 contains 50760 members 
Mstep: Class 5 contains 10757 members 
Mstep: Class 6 contains 165120 members 
Mstep: Class 7 contains 162867 members 
Mstep: Class 8 contains 30305 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 11142 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 12955 members 
Mstep: Class 19 contains 17202 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41081 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -8.44817e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 250214 members 
Mstep: Class 4 contains 50800 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 165168 members 
Mstep: Class 7 contains 162903 members 
Mstep: Class 8 contains 30295 members 
Mstep: Class 9 contains 1496 members 
Mstep: Class 10 contains 11143 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 9577 members 
Mstep: Class 14 contains 5459 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 13344 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 17217 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41098 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -8.448174e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250112 members 
Mstep: Class 4 contains 50848 members 
Mstep: Class 5 contains 10659 members 
Mstep: Class 6 contains 165231 members 
Mstep: Class 7 contains 162922 members 
Mstep: Class 8 contains 30278 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 9583 members 
Mstep: Class 14 contains 5494 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 13326 members 
Mstep: Class 17 contains 3196 members 
Mstep: Class 18 contains 12961 members 
Mstep: Class 19 contains 17245 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41119 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -8.448159e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 250014 members 
Mstep: Class 4 contains 50883 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 165294 members 
Mstep: Class 7 contains 162955 members 
Mstep: Class 8 contains 30263 members 
Mstep: Class 9 contains 1520 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 5508 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 13316 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 17270 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41132 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -8.44816e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249906 members 
Mstep: Class 4 contains 50933 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 165364 members 
Mstep: Class 7 contains 162989 members 
Mstep: Class 8 contains 30242 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 11171 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9596 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 13297 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 12962 members 
Mstep: Class 19 contains 17300 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41146 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -8.448142e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 201 members 
Mstep: Class 3 contains 249799 members 
Mstep: Class 4 contains 50960 members 
Mstep: Class 5 contains 10598 members 
Mstep: Class 6 contains 165415 members 
Mstep: Class 7 contains 163030 members 
Mstep: Class 8 contains 30231 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 11174 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 9604 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 13280 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 17326 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41162 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -8.448152e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249687 members 
Mstep: Class 4 contains 50982 members 
Mstep: Class 5 contains 10584 members 
Mstep: Class 6 contains 165461 members 
Mstep: Class 7 contains 163091 members 
Mstep: Class 8 contains 30222 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 13261 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 12962 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41178 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -8.448158e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249570 members 
Mstep: Class 4 contains 50991 members 
Mstep: Class 5 contains 10578 members 
Mstep: Class 6 contains 165516 members 
Mstep: Class 7 contains 163128 members 
Mstep: Class 8 contains 30211 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 16 contains 13240 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 12961 members 
Mstep: Class 19 contains 17378 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41184 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -8.448161e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249456 members 
Mstep: Class 4 contains 50992 members 
Mstep: Class 5 contains 10572 members 
Mstep: Class 6 contains 165587 members 
Mstep: Class 7 contains 163174 members 
Mstep: Class 8 contains 30206 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 11186 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 16 contains 13223 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 12962 members 
Mstep: Class 19 contains 17399 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481592.000000 Penalty: 48632.378906
Iteration 174Q: 23 clusters Score -8.448159e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249398 members 
Mstep: Class 4 contains 51004 members 
Mstep: Class 5 contains 10566 members 
Mstep: Class 6 contains 165610 members 
Mstep: Class 7 contains 163201 members 
Mstep: Class 8 contains 30194 members 
Mstep: Class 9 contains 1577 members 
Mstep: Class 10 contains 11190 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9661 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 13214 members 
Mstep: Class 17 contains 3303 members 
Mstep: Class 18 contains 12966 members 
Mstep: Class 19 contains 17435 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481656.000000 Penalty: 48632.378906
Iteration 175Q: 23 clusters Score -8.448166e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249337 members 
Mstep: Class 4 contains 51036 members 
Mstep: Class 5 contains 10562 members 
Mstep: Class 6 contains 165599 members 
Mstep: Class 7 contains 163228 members 
Mstep: Class 8 contains 30191 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 13208 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 12970 members 
Mstep: Class 19 contains 17474 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481664.000000 Penalty: 48632.378906
Iteration 176Q: 23 clusters Score -8.448166e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249280 members 
Mstep: Class 4 contains 51058 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 165605 members 
Mstep: Class 7 contains 163249 members 
Mstep: Class 8 contains 30179 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 12972 members 
Mstep: Class 19 contains 17509 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481576.000000 Penalty: 48632.378906
Iteration 177Q: 23 clusters Score -8.448158e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249199 members 
Mstep: Class 4 contains 51090 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 165608 members 
Mstep: Class 7 contains 163285 members 
Mstep: Class 8 contains 30167 members 
Mstep: Class 9 contains 1606 members 
Mstep: Class 10 contains 11211 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9686 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 2830 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 18 contains 12970 members 
Mstep: Class 19 contains 17555 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 23 contains 41220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481536.000000 Penalty: 48632.378906
Iteration 178Q: 23 clusters Score -8.448154e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249151 members 
Mstep: Class 4 contains 51119 members 
Mstep: Class 5 contains 10546 members 
Mstep: Class 6 contains 165594 members 
Mstep: Class 7 contains 163304 members 
Mstep: Class 8 contains 30157 members 
Mstep: Class 9 contains 1613 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9694 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 13197 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 18 contains 12978 members 
Mstep: Class 19 contains 17607 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1496 members 
Mstep: Class 23 contains 41220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481472.000000 Penalty: 48632.378906
Iteration 179Q: 23 clusters Score -8.448147e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249103 members 
Mstep: Class 4 contains 51141 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 165594 members 
Mstep: Class 7 contains 163325 members 
Mstep: Class 8 contains 30141 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 13191 members 
Mstep: Class 17 contains 3324 members 
Mstep: Class 18 contains 12983 members 
Mstep: Class 19 contains 17641 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481512.000000 Penalty: 48632.378906
Iteration 180F: 23 clusters Score -8.448151e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249074 members 
Mstep: Class 4 contains 51173 members 
Mstep: Class 5 contains 10535 members 
Mstep: Class 6 contains 165556 members 
Mstep: Class 7 contains 163357 members 
Mstep: Class 8 contains 30130 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 11236 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 9704 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 13191 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 12986 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481504.000000 Penalty: 48632.378906
Iteration 181Q: 23 clusters Score -8.44815e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 249048 members 
Mstep: Class 4 contains 51202 members 
Mstep: Class 5 contains 10532 members 
Mstep: Class 6 contains 165543 members 
Mstep: Class 7 contains 163381 members 
Mstep: Class 8 contains 30118 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 9707 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 13186 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 12987 members 
Mstep: Class 19 contains 17697 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481584.000000 Penalty: 48632.378906
Iteration 182Q: 23 clusters Score -8.448158e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248995 members 
Mstep: Class 4 contains 51228 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 165550 members 
Mstep: Class 7 contains 163411 members 
Mstep: Class 8 contains 30107 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 9710 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 13180 members 
Mstep: Class 17 contains 3331 members 
Mstep: Class 18 contains 12990 members 
Mstep: Class 19 contains 17727 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481560.000000 Penalty: 48632.378906
Iteration 183Q: 23 clusters Score -8.448156e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248941 members 
Mstep: Class 4 contains 51242 members 
Mstep: Class 5 contains 10524 members 
Mstep: Class 6 contains 165560 members 
Mstep: Class 7 contains 163442 members 
Mstep: Class 8 contains 30097 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 11252 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 5646 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 13172 members 
Mstep: Class 17 contains 3337 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 17761 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481368.000000 Penalty: 48632.378906
Iteration 184Q: 23 clusters Score -8.448137e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248894 members 
Mstep: Class 4 contains 51254 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 165562 members 
Mstep: Class 7 contains 163473 members 
Mstep: Class 8 contains 30089 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 13165 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 17794 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 48632.378906
Iteration 185Q: 23 clusters Score -8.448122e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248835 members 
Mstep: Class 4 contains 51268 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 165574 members 
Mstep: Class 7 contains 163504 members 
Mstep: Class 8 contains 30076 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 5675 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 13156 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 13000 members 
Mstep: Class 19 contains 17813 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 48632.378906
Iteration 186Q: 23 clusters Score -8.448123e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248771 members 
Mstep: Class 4 contains 51278 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 165581 members 
Mstep: Class 7 contains 163530 members 
Mstep: Class 8 contains 30072 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 5686 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 13154 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 13002 members 
Mstep: Class 19 contains 17840 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 48632.378906
Iteration 187Q: 23 clusters Score -8.44812e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248712 members 
Mstep: Class 4 contains 51283 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 165589 members 
Mstep: Class 7 contains 163554 members 
Mstep: Class 8 contains 30072 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 9732 members 
Mstep: Class 14 contains 5691 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 13153 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 17872 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481376.000000 Penalty: 48632.378906
Iteration 188Q: 23 clusters Score -8.448138e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248621 members 
Mstep: Class 4 contains 51292 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 165616 members 
Mstep: Class 7 contains 163584 members 
Mstep: Class 8 contains 30071 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11275 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 9742 members 
Mstep: Class 14 contains 5695 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 13146 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 17905 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 48632.378906
Iteration 189Q: 23 clusters Score -8.448122e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248517 members 
Mstep: Class 4 contains 51320 members 
Mstep: Class 5 contains 10517 members 
Mstep: Class 6 contains 165664 members 
Mstep: Class 7 contains 163611 members 
Mstep: Class 8 contains 30068 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 5704 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 13144 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 13012 members 
Mstep: Class 19 contains 17925 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480952.000000 Penalty: 48632.378906
Iteration 190Q: 23 clusters Score -8.448095e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248407 members 
Mstep: Class 4 contains 51344 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 165700 members 
Mstep: Class 7 contains 163646 members 
Mstep: Class 8 contains 30062 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11284 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 5710 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 13139 members 
Mstep: Class 17 contains 3348 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 17954 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481016.000000 Penalty: 48632.378906
Iteration 191Q: 23 clusters Score -8.448102e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248310 members 
Mstep: Class 4 contains 51347 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 165744 members 
Mstep: Class 7 contains 163680 members 
Mstep: Class 8 contains 30056 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11291 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9758 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 17967 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 23 contains 41311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480992.000000 Penalty: 48632.378906
Iteration 192Q: 23 clusters Score -8.448099e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248204 members 
Mstep: Class 4 contains 51354 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 165782 members 
Mstep: Class 7 contains 163714 members 
Mstep: Class 8 contains 30050 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 3353 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 17990 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480912.000000 Penalty: 48632.378906
Iteration 193Q: 23 clusters Score -8.448091e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248110 members 
Mstep: Class 4 contains 51360 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 165838 members 
Mstep: Class 7 contains 163740 members 
Mstep: Class 8 contains 30043 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480792.000000 Penalty: 48632.378906
Iteration 194Q: 23 clusters Score -8.448079e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 248011 members 
Mstep: Class 4 contains 51378 members 
Mstep: Class 5 contains 10517 members 
Mstep: Class 6 contains 165888 members 
Mstep: Class 7 contains 163769 members 
Mstep: Class 8 contains 30032 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 11302 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9795 members 
Mstep: Class 14 contains 5742 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 3355 members 
Mstep: Class 18 contains 13019 members 
Mstep: Class 19 contains 18030 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 195Q: 23 clusters Score -8.448069e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247909 members 
Mstep: Class 4 contains 51409 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 165910 members 
Mstep: Class 7 contains 163801 members 
Mstep: Class 8 contains 30018 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9813 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 196Q: 23 clusters Score -8.448069e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247837 members 
Mstep: Class 4 contains 51438 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 165906 members 
Mstep: Class 7 contains 163828 members 
Mstep: Class 8 contains 30012 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9831 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 18090 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480760.000000 Penalty: 48632.378906
Iteration 197Q: 23 clusters Score -8.448076e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247745 members 
Mstep: Class 4 contains 51455 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 165934 members 
Mstep: Class 7 contains 163857 members 
Mstep: Class 8 contains 30007 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9845 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 13023 members 
Mstep: Class 19 contains 18136 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480760.000000 Penalty: 48632.378906
Iteration 198Q: 23 clusters Score -8.448076e+07 nChanged 343
Entering ConstructFrom: 
Score: -84480760.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (12650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Entering Unmasked Estep 
Score: -1313787.875000 Penalty: 1534.879517
	Iteration 0F: 2 clusters Score -1313788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1304900.750000 Penalty: 3069.759033
	Iteration 0F: 3 clusters Score -1304901 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1307844.000000 Penalty: 3069.759033
	Iteration 1F: 3 clusters Score -1307844 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1308132.750000 Penalty: 3069.759033
	Iteration 2F: 3 clusters Score -1308133 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1308433.375000 Penalty: 3069.759033
	Iteration 3F: 3 clusters Score -1308433 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1308783.750000 Penalty: 3069.759033
	Iteration 4Q: 3 clusters Score -1308784 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1309176.125000 Penalty: 3069.759033
	Iteration 5F: 3 clusters Score -1309176 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1309655.875000 Penalty: 3069.759033
	Iteration 6F: 3 clusters Score -1309656 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1310282.000000 Penalty: 3069.759033
	Iteration 7F: 3 clusters Score -1310282 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1310939.250000 Penalty: 3069.759033
	Iteration 8F: 3 clusters Score -1310939 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1311567.875000 Penalty: 3069.759033
	Iteration 9F: 3 clusters Score -1311568 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1311966.125000 Penalty: 3069.759033
	Iteration 10Q: 3 clusters Score -1311966 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1312265.750000 Penalty: 3069.759033
	Iteration 11Q: 3 clusters Score -1312266 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1312499.250000 Penalty: 3069.759033
	Iteration 12Q: 3 clusters Score -1312499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1312634.000000 Penalty: 3069.759033
	Iteration 13Q: 3 clusters Score -1312634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1312722.000000 Penalty: 3069.759033
	Iteration 14Q: 3 clusters Score -1312722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1312769.000000 Penalty: 3069.759033
	Iteration 15Q: 3 clusters Score -1312769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1312803.500000 Penalty: 3069.759033
	Iteration 16Q: 3 clusters Score -1312804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1312822.000000 Penalty: 3069.759033
	Iteration 17Q: 3 clusters Score -1312822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1312839.500000 Penalty: 3069.759033
	Iteration 18Q: 3 clusters Score -1312840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1312845.875000 Penalty: 3069.759033
	Iteration 19Q: 3 clusters Score -1312846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1312852.750000 Penalty: 3069.759033
	Iteration 20F: 3 clusters Score -1312853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1312855.875000 Penalty: 3069.759033
	Iteration 21Q: 3 clusters Score -1312856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1312859.125000 Penalty: 3069.759033
	Iteration 22Q: 3 clusters Score -1312859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1312858.875000 Penalty: 3069.759033
	Iteration 23Q: 3 clusters Score -1312859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1312860.625000 Penalty: 3069.759033
	Iteration 24Q: 3 clusters Score -1312861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1312864.375000 Penalty: 3069.759033
	Iteration 25Q: 3 clusters Score -1312864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1312865.250000 Penalty: 3069.759033
	Iteration 26Q: 3 clusters Score -1312865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1312868.000000 Penalty: 3069.759033
	Iteration 27Q: 3 clusters Score -1312868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1312867.125000 Penalty: 3069.759033
	Iteration 28Q: 3 clusters Score -1312867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1312871.000000 Penalty: 3069.759033
	Iteration 29Q: 3 clusters Score -1312871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1312874.000000 Penalty: 3069.759033
	Iteration 30Q: 3 clusters Score -1312874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1312874.125000 Penalty: 3069.759033
	Iteration 31Q: 3 clusters Score -1312874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1312874.625000 Penalty: 3069.759033
	Iteration 32Q: 3 clusters Score -1312875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1312877.250000 Penalty: 3069.759033
	Iteration 33Q: 3 clusters Score -1312877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1312876.875000 Penalty: 3069.759033
	Iteration 34Q: 3 clusters Score -1312877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1312876.875000 Penalty: 3069.759033
	Iteration 35F: 3 clusters Score -1312877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16242.653320 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16242.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15585.996094 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15668.996094 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15688.705078 Penalty: 1721.953125
	Iteration 2Q: 3 clusters Score -15688.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15701.749023 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -15701.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15704.698242 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -15704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15704.698242 Penalty: 1721.953125
	Iteration 5F: 3 clusters Score -15704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (247644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247644 members 
Entering Unmasked Estep 
Score: -26306390.000000 Penalty: 2018.208984
	Iteration 0F: 2 clusters Score -2.630639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123670 members 
Mstep: Class 2 contains 123974 members 
Entering Unmasked Estep 
Score: -26148342.000000 Penalty: 4036.417969
	Iteration 0F: 3 clusters Score -2.614834e+07 nChanged 120517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118905 members 
Mstep: Class 2 contains 128739 members 
Entering Unmasked Estep 
Score: -26220906.000000 Penalty: 4036.417969
	Iteration 1F: 3 clusters Score -2.622091e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -26223262.000000 Penalty: 4036.417969
	Iteration 2Q: 3 clusters Score -2.622326e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -26226606.000000 Penalty: 4036.417969
	Iteration 3Q: 3 clusters Score -2.622661e+07 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -26232614.000000 Penalty: 4036.417969
	Iteration 4F: 3 clusters Score -2.623261e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -26242198.000000 Penalty: 4036.417969
	Iteration 5F: 3 clusters Score -2.62422e+07 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -26255494.000000 Penalty: 4036.417969
	Iteration 6F: 3 clusters Score -2.625549e+07 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 187040 members 
Entering Unmasked Estep 
Score: -26269422.000000 Penalty: 4036.417969
	Iteration 7F: 3 clusters Score -2.626942e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 197221 members 
Entering Unmasked Estep 
Score: -26279638.000000 Penalty: 4036.417969
	Iteration 8F: 3 clusters Score -2.627964e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 203956 members 
Entering Unmasked Estep 
Score: -26284678.000000 Penalty: 4036.417969
	Iteration 9Q: 3 clusters Score -2.628468e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 209137 members 
Entering Unmasked Estep 
Score: -26287322.000000 Penalty: 4036.417969
	Iteration 10Q: 3 clusters Score -2.628732e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 213616 members 
Entering Unmasked Estep 
Score: -26289162.000000 Penalty: 4036.417969
	Iteration 11Q: 3 clusters Score -2.628916e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 217581 members 
Entering Unmasked Estep 
Score: -26290596.000000 Penalty: 4036.417969
	Iteration 12Q: 3 clusters Score -2.62906e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 221154 members 
Entering Unmasked Estep 
Score: -26292018.000000 Penalty: 4036.417969
	Iteration 13Q: 3 clusters Score -2.629202e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 224432 members 
Entering Unmasked Estep 
Score: -26293454.000000 Penalty: 4036.417969
	Iteration 14Q: 3 clusters Score -2.629345e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 227400 members 
Entering Unmasked Estep 
Score: -26294820.000000 Penalty: 4036.417969
	Iteration 15Q: 3 clusters Score -2.629482e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 230036 members 
Entering Unmasked Estep 
Score: -26295986.000000 Penalty: 4036.417969
	Iteration 16Q: 3 clusters Score -2.629599e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 232416 members 
Entering Unmasked Estep 
Score: -26297038.000000 Penalty: 4036.417969
	Iteration 17Q: 3 clusters Score -2.629704e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 234537 members 
Entering Unmasked Estep 
Score: -26297980.000000 Penalty: 4036.417969
	Iteration 18Q: 3 clusters Score -2.629798e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 236375 members 
Entering Unmasked Estep 
Score: -26298872.000000 Penalty: 4036.417969
	Iteration 19Q: 3 clusters Score -2.629887e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 237944 members 
Entering Unmasked Estep 
Score: -26299540.000000 Penalty: 4036.417969
	Iteration 20F: 3 clusters Score -2.629954e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 239258 members 
Entering Unmasked Estep 
Score: -26300240.000000 Penalty: 4036.417969
	Iteration 21Q: 3 clusters Score -2.630024e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 240400 members 
Entering Unmasked Estep 
Score: -26300854.000000 Penalty: 4036.417969
	Iteration 22Q: 3 clusters Score -2.630085e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 241395 members 
Entering Unmasked Estep 
Score: -26301452.000000 Penalty: 4036.417969
	Iteration 23Q: 3 clusters Score -2.630145e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 242213 members 
Entering Unmasked Estep 
Score: -26301996.000000 Penalty: 4036.417969
	Iteration 24Q: 3 clusters Score -2.6302e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 242891 members 
Entering Unmasked Estep 
Score: -26302216.000000 Penalty: 4036.417969
	Iteration 25Q: 3 clusters Score -2.630222e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 243478 members 
Entering Unmasked Estep 
Score: -26302460.000000 Penalty: 4036.417969
	Iteration 26Q: 3 clusters Score -2.630246e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 243974 members 
Entering Unmasked Estep 
Score: -26302736.000000 Penalty: 4036.417969
	Iteration 27Q: 3 clusters Score -2.630274e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 244370 members 
Entering Unmasked Estep 
Score: -26303022.000000 Penalty: 4036.417969
	Iteration 28Q: 3 clusters Score -2.630302e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 244709 members 
Entering Unmasked Estep 
Score: -26303244.000000 Penalty: 4036.417969
	Iteration 29Q: 3 clusters Score -2.630324e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 244989 members 
Entering Unmasked Estep 
Score: -26303370.000000 Penalty: 4036.417969
	Iteration 30Q: 3 clusters Score -2.630337e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 245245 members 
Entering Unmasked Estep 
Score: -26303542.000000 Penalty: 4036.417969
	Iteration 31Q: 3 clusters Score -2.630354e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 245464 members 
Entering Unmasked Estep 
Score: -26303680.000000 Penalty: 4036.417969
	Iteration 32Q: 3 clusters Score -2.630368e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 245631 members 
Entering Unmasked Estep 
Score: -26303742.000000 Penalty: 4036.417969
	Iteration 33Q: 3 clusters Score -2.630374e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 245768 members 
Entering Unmasked Estep 
Score: -26303876.000000 Penalty: 4036.417969
	Iteration 34Q: 3 clusters Score -2.630388e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 245890 members 
Entering Unmasked Estep 
Score: -26303894.000000 Penalty: 4036.417969
	Iteration 35Q: 3 clusters Score -2.630389e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 246012 members 
Entering Unmasked Estep 
Score: -26304072.000000 Penalty: 4036.417969
	Iteration 36Q: 3 clusters Score -2.630407e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 246113 members 
Entering Unmasked Estep 
Score: -26304134.000000 Penalty: 4036.417969
	Iteration 37Q: 3 clusters Score -2.630413e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 246195 members 
Entering Unmasked Estep 
Score: -26304160.000000 Penalty: 4036.417969
	Iteration 38Q: 3 clusters Score -2.630416e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 246254 members 
Entering Unmasked Estep 
Score: -26304244.000000 Penalty: 4036.417969
	Iteration 39Q: 3 clusters Score -2.630424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 246306 members 
Entering Unmasked Estep 
Score: -26304246.000000 Penalty: 4036.417969
	Iteration 40F: 3 clusters Score -2.630425e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 246350 members 
Entering Unmasked Estep 
Score: -26304280.000000 Penalty: 4036.417969
	Iteration 41Q: 3 clusters Score -2.630428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 246392 members 
Entering Unmasked Estep 
Score: -26304354.000000 Penalty: 4036.417969
	Iteration 42Q: 3 clusters Score -2.630435e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 246419 members 
Entering Unmasked Estep 
Score: -26304376.000000 Penalty: 4036.417969
	Iteration 43Q: 3 clusters Score -2.630438e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 246446 members 
Entering Unmasked Estep 
Score: -26304388.000000 Penalty: 4036.417969
	Iteration 44Q: 3 clusters Score -2.630439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 246468 members 
Entering Unmasked Estep 
Score: -26304394.000000 Penalty: 4036.417969
	Iteration 45Q: 3 clusters Score -2.630439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 246494 members 
Entering Unmasked Estep 
Score: -26304420.000000 Penalty: 4036.417969
	Iteration 46Q: 3 clusters Score -2.630442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 246503 members 
Entering Unmasked Estep 
Score: -26304410.000000 Penalty: 4036.417969
	Iteration 47Q: 3 clusters Score -2.630441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 246518 members 
Entering Unmasked Estep 
Score: -26304420.000000 Penalty: 4036.417969
	Iteration 48Q: 3 clusters Score -2.630442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 246536 members 
Entering Unmasked Estep 
Score: -26304448.000000 Penalty: 4036.417969
	Iteration 49Q: 3 clusters Score -2.630445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 246557 members 
Entering Unmasked Estep 
Score: -26304486.000000 Penalty: 4036.417969
	Iteration 50Q: 3 clusters Score -2.630449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 246580 members 
Entering Unmasked Estep 
Score: -26304498.000000 Penalty: 4036.417969
	Iteration 51Q: 3 clusters Score -2.63045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 246595 members 
Entering Unmasked Estep 
Score: -26304516.000000 Penalty: 4036.417969
	Iteration 52Q: 3 clusters Score -2.630452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 246605 members 
Entering Unmasked Estep 
Score: -26304564.000000 Penalty: 4036.417969
	Iteration 53Q: 3 clusters Score -2.630456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 246611 members 
Entering Unmasked Estep 
Score: -26304588.000000 Penalty: 4036.417969
	Iteration 54Q: 3 clusters Score -2.630459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 246611 members 
Entering Unmasked Estep 
Score: -26304588.000000 Penalty: 4036.417969
	Iteration 55Q: 3 clusters Score -2.630459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 246614 members 
Entering Unmasked Estep 
Score: -26304590.000000 Penalty: 4036.417969
	Iteration 56Q: 3 clusters Score -2.630459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 246618 members 
Entering Unmasked Estep 
Score: -26304586.000000 Penalty: 4036.417969
	Iteration 57Q: 3 clusters Score -2.630459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 246620 members 
Entering Unmasked Estep 
Score: -26304590.000000 Penalty: 4036.417969
	Iteration 58Q: 3 clusters Score -2.630459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 246622 members 
Entering Unmasked Estep 
Score: -26304596.000000 Penalty: 4036.417969
	Iteration 59Q: 3 clusters Score -2.63046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 246624 members 
Entering Unmasked Estep 
Score: -26304588.000000 Penalty: 4036.417969
	Iteration 60F: 3 clusters Score -2.630459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 246625 members 
Entering Unmasked Estep 
Score: -26304596.000000 Penalty: 4036.417969
	Iteration 61Q: 3 clusters Score -2.63046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -26304596.000000 Penalty: 4036.417969
	Iteration 62Q: 3 clusters Score -2.63046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 246629 members 
Entering Unmasked Estep 
Score: -26304600.000000 Penalty: 4036.417969
	Iteration 63Q: 3 clusters Score -2.63046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -26304598.000000 Penalty: 4036.417969
	Iteration 64Q: 3 clusters Score -2.63046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -26304604.000000 Penalty: 4036.417969
	Iteration 65Q: 3 clusters Score -2.63046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 246627 members 
Entering Unmasked Estep 
Score: -26304604.000000 Penalty: 4036.417969
	Iteration 66Q: 3 clusters Score -2.63046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 246634 members 
Entering Unmasked Estep 
Score: -26304604.000000 Penalty: 4036.417969
	Iteration 67Q: 3 clusters Score -2.63046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 246636 members 
Entering Unmasked Estep 
Score: -26304598.000000 Penalty: 4036.417969
	Iteration 68Q: 3 clusters Score -2.63046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 246640 members 
Entering Unmasked Estep 
Score: -26304604.000000 Penalty: 4036.417969
	Iteration 69Q: 3 clusters Score -2.63046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 246643 members 
Entering Unmasked Estep 
Score: -26304596.000000 Penalty: 4036.417969
	Iteration 70Q: 3 clusters Score -2.63046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 246643 members 
Entering Unmasked Estep 
Score: -26304594.000000 Penalty: 4036.417969
	Iteration 71Q: 3 clusters Score -2.630459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 246644 members 
Entering Unmasked Estep 
Score: -26304602.000000 Penalty: 4036.417969
	Iteration 72Q: 3 clusters Score -2.63046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 246644 members 
Entering Unmasked Estep 
Score: -26304602.000000 Penalty: 4036.417969
	Iteration 73F: 3 clusters Score -2.63046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Entering Unmasked Estep 
Score: -5410391.000000 Penalty: 1762.932129
	Iteration 0F: 2 clusters Score -5410391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5376035.000000 Penalty: 3525.864258
	Iteration 0F: 3 clusters Score -5376035 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5389308.000000 Penalty: 3525.864258
	Iteration 1F: 3 clusters Score -5389308 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5389579.000000 Penalty: 3525.864258
	Iteration 2Q: 3 clusters Score -5389579 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5389861.000000 Penalty: 3525.864258
	Iteration 3Q: 3 clusters Score -5389861 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5390156.000000 Penalty: 3525.864258
	Iteration 4Q: 3 clusters Score -5390156 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5390411.500000 Penalty: 3525.864258
	Iteration 5Q: 3 clusters Score -5390412 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5390725.000000 Penalty: 3525.864258
	Iteration 6Q: 3 clusters Score -5390725 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5391079.000000 Penalty: 3525.864258
	Iteration 7Q: 3 clusters Score -5391079 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5391518.000000 Penalty: 3525.864258
	Iteration 8Q: 3 clusters Score -5391518 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5392160.500000 Penalty: 3525.864258
	Iteration 9Q: 3 clusters Score -5392160 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5393189.000000 Penalty: 3525.864258
	Iteration 10Q: 3 clusters Score -5393189 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5394898.500000 Penalty: 3525.864258
	Iteration 11Q: 3 clusters Score -5394898 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5397275.000000 Penalty: 3525.864258
	Iteration 12F: 3 clusters Score -5397275 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5399220.000000 Penalty: 3525.864258
	Iteration 13F: 3 clusters Score -5399220 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5400067.500000 Penalty: 3525.864258
	Iteration 14Q: 3 clusters Score -5400068 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5400389.500000 Penalty: 3525.864258
	Iteration 15Q: 3 clusters Score -5400390 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5400553.000000 Penalty: 3525.864258
	Iteration 16Q: 3 clusters Score -5400553 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5400673.500000 Penalty: 3525.864258
	Iteration 17Q: 3 clusters Score -5400674 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5400839.000000 Penalty: 3525.864258
	Iteration 18Q: 3 clusters Score -5400839 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -5401012.500000 Penalty: 3525.864258
	Iteration 19Q: 3 clusters Score -5401012 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5401186.500000 Penalty: 3525.864258
	Iteration 20F: 3 clusters Score -5401186 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -5401374.000000 Penalty: 3525.864258
	Iteration 21Q: 3 clusters Score -5401374 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5401614.500000 Penalty: 3525.864258
	Iteration 22Q: 3 clusters Score -5401614 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -5401914.500000 Penalty: 3525.864258
	Iteration 23Q: 3 clusters Score -5401914 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -5402274.500000 Penalty: 3525.864258
	Iteration 24Q: 3 clusters Score -5402274 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5402763.000000 Penalty: 3525.864258
	Iteration 25Q: 3 clusters Score -5402763 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -5403281.000000 Penalty: 3525.864258
	Iteration 26Q: 3 clusters Score -5403281 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5403951.500000 Penalty: 3525.864258
	Iteration 27Q: 3 clusters Score -5403952 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -5404638.000000 Penalty: 3525.864258
	Iteration 28Q: 3 clusters Score -5404638 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -5405267.000000 Penalty: 3525.864258
	Iteration 29Q: 3 clusters Score -5405267 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -5405798.000000 Penalty: 3525.864258
	Iteration 30Q: 3 clusters Score -5405798 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5406210.500000 Penalty: 3525.864258
	Iteration 31Q: 3 clusters Score -5406210 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5406506.500000 Penalty: 3525.864258
	Iteration 32Q: 3 clusters Score -5406506 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5406723.500000 Penalty: 3525.864258
	Iteration 33Q: 3 clusters Score -5406724 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5406853.500000 Penalty: 3525.864258
	Iteration 34Q: 3 clusters Score -5406854 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5407026.500000 Penalty: 3525.864258
	Iteration 35Q: 3 clusters Score -5407026 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5407126.000000 Penalty: 3525.864258
	Iteration 36Q: 3 clusters Score -5407126 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5407228.000000 Penalty: 3525.864258
	Iteration 37Q: 3 clusters Score -5407228 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5407318.000000 Penalty: 3525.864258
	Iteration 38Q: 3 clusters Score -5407318 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -5407395.500000 Penalty: 3525.864258
	Iteration 39Q: 3 clusters Score -5407396 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -5407459.500000 Penalty: 3525.864258
	Iteration 40F: 3 clusters Score -5407460 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5407520.000000 Penalty: 3525.864258
	Iteration 41Q: 3 clusters Score -5407520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5407578.500000 Penalty: 3525.864258
	Iteration 42Q: 3 clusters Score -5407578 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5407636.500000 Penalty: 3525.864258
	Iteration 43Q: 3 clusters Score -5407636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5407688.500000 Penalty: 3525.864258
	Iteration 44Q: 3 clusters Score -5407688 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -5407730.000000 Penalty: 3525.864258
	Iteration 45Q: 3 clusters Score -5407730 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5407768.000000 Penalty: 3525.864258
	Iteration 46Q: 3 clusters Score -5407768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5407798.500000 Penalty: 3525.864258
	Iteration 47Q: 3 clusters Score -5407798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -5407811.500000 Penalty: 3525.864258
	Iteration 48Q: 3 clusters Score -5407812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5407818.500000 Penalty: 3525.864258
	Iteration 49Q: 3 clusters Score -5407818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5407844.000000 Penalty: 3525.864258
	Iteration 50Q: 3 clusters Score -5407844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5407847.000000 Penalty: 3525.864258
	Iteration 51Q: 3 clusters Score -5407847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5407875.500000 Penalty: 3525.864258
	Iteration 52Q: 3 clusters Score -5407876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5407891.000000 Penalty: 3525.864258
	Iteration 53Q: 3 clusters Score -5407891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5407939.500000 Penalty: 3525.864258
	Iteration 54Q: 3 clusters Score -5407940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5407966.500000 Penalty: 3525.864258
	Iteration 55Q: 3 clusters Score -5407966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -5407996.500000 Penalty: 3525.864258
	Iteration 56Q: 3 clusters Score -5407996 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5408021.000000 Penalty: 3525.864258
	Iteration 57Q: 3 clusters Score -5408021 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5408049.000000 Penalty: 3525.864258
	Iteration 58Q: 3 clusters Score -5408049 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -5408066.000000 Penalty: 3525.864258
	Iteration 59Q: 3 clusters Score -5408066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -5408079.000000 Penalty: 3525.864258
	Iteration 60F: 3 clusters Score -5408079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5408109.500000 Penalty: 3525.864258
	Iteration 61Q: 3 clusters Score -5408110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5408148.000000 Penalty: 3525.864258
	Iteration 62Q: 3 clusters Score -5408148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -5408143.500000 Penalty: 3525.864258
	Iteration 63Q: 3 clusters Score -5408144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -5408157.000000 Penalty: 3525.864258
	Iteration 64Q: 3 clusters Score -5408157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -5408174.000000 Penalty: 3525.864258
	Iteration 65Q: 3 clusters Score -5408174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5408184.500000 Penalty: 3525.864258
	Iteration 66Q: 3 clusters Score -5408184 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5408192.000000 Penalty: 3525.864258
	Iteration 67Q: 3 clusters Score -5408192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -5408201.000000 Penalty: 3525.864258
	Iteration 68Q: 3 clusters Score -5408201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5408228.000000 Penalty: 3525.864258
	Iteration 69Q: 3 clusters Score -5408228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -5408250.000000 Penalty: 3525.864258
	Iteration 70Q: 3 clusters Score -5408250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -5408276.000000 Penalty: 3525.864258
	Iteration 71Q: 3 clusters Score -5408276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5408282.500000 Penalty: 3525.864258
	Iteration 72Q: 3 clusters Score -5408282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5408294.500000 Penalty: 3525.864258
	Iteration 73Q: 3 clusters Score -5408294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -5408285.000000 Penalty: 3525.864258
	Iteration 74Q: 3 clusters Score -5408285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5408287.000000 Penalty: 3525.864258
	Iteration 75Q: 3 clusters Score -5408287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -5408300.500000 Penalty: 3525.864258
	Iteration 76Q: 3 clusters Score -5408300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5408309.000000 Penalty: 3525.864258
	Iteration 77Q: 3 clusters Score -5408309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5408301.000000 Penalty: 3525.864258
	Iteration 78Q: 3 clusters Score -5408301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5408311.000000 Penalty: 3525.864258
	Iteration 79Q: 3 clusters Score -5408311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5408322.500000 Penalty: 3525.864258
	Iteration 80F: 3 clusters Score -5408322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5408315.000000 Penalty: 3525.864258
	Iteration 81Q: 3 clusters Score -5408315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5408311.000000 Penalty: 3525.864258
	Iteration 82Q: 3 clusters Score -5408311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -5408310.500000 Penalty: 3525.864258
	Iteration 83Q: 3 clusters Score -5408310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5408311.500000 Penalty: 3525.864258
	Iteration 84Q: 3 clusters Score -5408312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -5408309.500000 Penalty: 3525.864258
	Iteration 85Q: 3 clusters Score -5408310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -5408306.000000 Penalty: 3525.864258
	Iteration 86Q: 3 clusters Score -5408306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5408310.000000 Penalty: 3525.864258
	Iteration 87Q: 3 clusters Score -5408310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5408317.000000 Penalty: 3525.864258
	Iteration 88Q: 3 clusters Score -5408317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -5408321.000000 Penalty: 3525.864258
	Iteration 89Q: 3 clusters Score -5408321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5408315.500000 Penalty: 3525.864258
	Iteration 90Q: 3 clusters Score -5408316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5408315.500000 Penalty: 3525.864258
	Iteration 91Q: 3 clusters Score -5408316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5408328.500000 Penalty: 3525.864258
	Iteration 92Q: 3 clusters Score -5408328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5408321.500000 Penalty: 3525.864258
	Iteration 93Q: 3 clusters Score -5408322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -5408329.000000 Penalty: 3525.864258
	Iteration 94Q: 3 clusters Score -5408329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -5408315.000000 Penalty: 3525.864258
	Iteration 95Q: 3 clusters Score -5408315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -5408317.000000 Penalty: 3525.864258
	Iteration 96Q: 3 clusters Score -5408317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -5408331.500000 Penalty: 3525.864258
	Iteration 97Q: 3 clusters Score -5408332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5408347.500000 Penalty: 3525.864258
	Iteration 98Q: 3 clusters Score -5408348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -5408333.500000 Penalty: 3525.864258
	Iteration 99Q: 3 clusters Score -5408334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -5408333.000000 Penalty: 3525.864258
	Iteration 100F: 3 clusters Score -5408333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5408334.000000 Penalty: 3525.864258
	Iteration 101Q: 3 clusters Score -5408334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -5408341.500000 Penalty: 3525.864258
	Iteration 102Q: 3 clusters Score -5408342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -5408337.000000 Penalty: 3525.864258
	Iteration 103Q: 3 clusters Score -5408337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -5408328.500000 Penalty: 3525.864258
	Iteration 104Q: 3 clusters Score -5408328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -5408334.000000 Penalty: 3525.864258
	Iteration 105Q: 3 clusters Score -5408334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5408336.500000 Penalty: 3525.864258
	Iteration 106Q: 3 clusters Score -5408336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5408357.000000 Penalty: 3525.864258
	Iteration 107Q: 3 clusters Score -5408357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5408363.000000 Penalty: 3525.864258
	Iteration 108Q: 3 clusters Score -5408363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5408371.500000 Penalty: 3525.864258
	Iteration 109Q: 3 clusters Score -5408372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5408370.500000 Penalty: 3525.864258
	Iteration 110Q: 3 clusters Score -5408370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -5408367.000000 Penalty: 3525.864258
	Iteration 111Q: 3 clusters Score -5408367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -5408357.000000 Penalty: 3525.864258
	Iteration 112Q: 3 clusters Score -5408357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5408362.500000 Penalty: 3525.864258
	Iteration 113Q: 3 clusters Score -5408362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -5408359.000000 Penalty: 3525.864258
	Iteration 114Q: 3 clusters Score -5408359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -5408363.000000 Penalty: 3525.864258
	Iteration 115Q: 3 clusters Score -5408363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -5408360.500000 Penalty: 3525.864258
	Iteration 116Q: 3 clusters Score -5408360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -5408366.000000 Penalty: 3525.864258
	Iteration 117Q: 3 clusters Score -5408366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5408372.000000 Penalty: 3525.864258
	Iteration 118Q: 3 clusters Score -5408372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5408377.500000 Penalty: 3525.864258
	Iteration 119Q: 3 clusters Score -5408378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5408381.000000 Penalty: 3525.864258
	Iteration 120F: 3 clusters Score -5408381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5408371.000000 Penalty: 3525.864258
	Iteration 121Q: 3 clusters Score -5408371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -5408377.000000 Penalty: 3525.864258
	Iteration 122Q: 3 clusters Score -5408377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5408372.000000 Penalty: 3525.864258
	Iteration 123Q: 3 clusters Score -5408372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5408372.500000 Penalty: 3525.864258
	Iteration 124Q: 3 clusters Score -5408372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -5408379.000000 Penalty: 3525.864258
	Iteration 125Q: 3 clusters Score -5408379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5408377.500000 Penalty: 3525.864258
	Iteration 126Q: 3 clusters Score -5408378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5408383.000000 Penalty: 3525.864258
	Iteration 127Q: 3 clusters Score -5408383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -5408385.500000 Penalty: 3525.864258
	Iteration 128Q: 3 clusters Score -5408386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -5408392.000000 Penalty: 3525.864258
	Iteration 129Q: 3 clusters Score -5408392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5408387.500000 Penalty: 3525.864258
	Iteration 130Q: 3 clusters Score -5408388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5408387.500000 Penalty: 3525.864258
	Iteration 131Q: 3 clusters Score -5408388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5408395.000000 Penalty: 3525.864258
	Iteration 132Q: 3 clusters Score -5408395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -5408390.000000 Penalty: 3525.864258
	Iteration 133Q: 3 clusters Score -5408390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -5408389.000000 Penalty: 3525.864258
	Iteration 134Q: 3 clusters Score -5408389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5408391.000000 Penalty: 3525.864258
	Iteration 135Q: 3 clusters Score -5408391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5408389.000000 Penalty: 3525.864258
	Iteration 136Q: 3 clusters Score -5408389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -5408386.000000 Penalty: 3525.864258
	Iteration 137Q: 3 clusters Score -5408386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -5408390.500000 Penalty: 3525.864258
	Iteration 138Q: 3 clusters Score -5408390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -5408382.500000 Penalty: 3525.864258
	Iteration 139Q: 3 clusters Score -5408382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5408374.000000 Penalty: 3525.864258
	Iteration 140F: 3 clusters Score -5408374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -5408374.500000 Penalty: 3525.864258
	Iteration 141Q: 3 clusters Score -5408374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -5408376.500000 Penalty: 3525.864258
	Iteration 142Q: 3 clusters Score -5408376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5408377.500000 Penalty: 3525.864258
	Iteration 143Q: 3 clusters Score -5408378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -5408376.000000 Penalty: 3525.864258
	Iteration 144Q: 3 clusters Score -5408376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5408378.000000 Penalty: 3525.864258
	Iteration 145Q: 3 clusters Score -5408378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5408378.000000 Penalty: 3525.864258
	Iteration 146F: 3 clusters Score -5408378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Entering Unmasked Estep 
Score: -1097860.000000 Penalty: 1504.809814
	Iteration 0F: 2 clusters Score -1097860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1090312.750000 Penalty: 3009.619629
	Iteration 0F: 3 clusters Score -1090313 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1092778.375000 Penalty: 3009.619629
	Iteration 1F: 3 clusters Score -1092778 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1093083.500000 Penalty: 3009.619629
	Iteration 2F: 3 clusters Score -1093084 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1093359.750000 Penalty: 3009.619629
	Iteration 3F: 3 clusters Score -1093360 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1093657.500000 Penalty: 3009.619629
	Iteration 4Q: 3 clusters Score -1093658 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1093990.625000 Penalty: 3009.619629
	Iteration 5Q: 3 clusters Score -1093991 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1094343.375000 Penalty: 3009.619629
	Iteration 6Q: 3 clusters Score -1094343 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1094689.625000 Penalty: 3009.619629
	Iteration 7Q: 3 clusters Score -1094690 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1094995.750000 Penalty: 3009.619629
	Iteration 8Q: 3 clusters Score -1094996 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1095286.625000 Penalty: 3009.619629
	Iteration 9Q: 3 clusters Score -1095287 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1095547.875000 Penalty: 3009.619629
	Iteration 10Q: 3 clusters Score -1095548 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1095740.250000 Penalty: 3009.619629
	Iteration 11Q: 3 clusters Score -1095740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1095876.500000 Penalty: 3009.619629
	Iteration 12Q: 3 clusters Score -1095876 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1095986.625000 Penalty: 3009.619629
	Iteration 13Q: 3 clusters Score -1095987 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1096089.875000 Penalty: 3009.619629
	Iteration 14Q: 3 clusters Score -1096090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1096191.625000 Penalty: 3009.619629
	Iteration 15Q: 3 clusters Score -1096192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1096274.125000 Penalty: 3009.619629
	Iteration 16Q: 3 clusters Score -1096274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1096339.625000 Penalty: 3009.619629
	Iteration 17Q: 3 clusters Score -1096340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1096389.125000 Penalty: 3009.619629
	Iteration 18Q: 3 clusters Score -1096389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1096444.000000 Penalty: 3009.619629
	Iteration 19Q: 3 clusters Score -1096444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1096475.125000 Penalty: 3009.619629
	Iteration 20F: 3 clusters Score -1096475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1096495.125000 Penalty: 3009.619629
	Iteration 21Q: 3 clusters Score -1096495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1096513.500000 Penalty: 3009.619629
	Iteration 22Q: 3 clusters Score -1096514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1096526.750000 Penalty: 3009.619629
	Iteration 23Q: 3 clusters Score -1096527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1096538.875000 Penalty: 3009.619629
	Iteration 24Q: 3 clusters Score -1096539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1096544.375000 Penalty: 3009.619629
	Iteration 25Q: 3 clusters Score -1096544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1096549.000000 Penalty: 3009.619629
	Iteration 26Q: 3 clusters Score -1096549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1096552.625000 Penalty: 3009.619629
	Iteration 27Q: 3 clusters Score -1096553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1096556.500000 Penalty: 3009.619629
	Iteration 28Q: 3 clusters Score -1096556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1096558.625000 Penalty: 3009.619629
	Iteration 29Q: 3 clusters Score -1096559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1096564.250000 Penalty: 3009.619629
	Iteration 30Q: 3 clusters Score -1096564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1096566.250000 Penalty: 3009.619629
	Iteration 31Q: 3 clusters Score -1096566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1096568.625000 Penalty: 3009.619629
	Iteration 32Q: 3 clusters Score -1096569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1096573.375000 Penalty: 3009.619629
	Iteration 33Q: 3 clusters Score -1096573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1096577.125000 Penalty: 3009.619629
	Iteration 34Q: 3 clusters Score -1096577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1096582.125000 Penalty: 3009.619629
	Iteration 35Q: 3 clusters Score -1096582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1096588.125000 Penalty: 3009.619629
	Iteration 36Q: 3 clusters Score -1096588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1096595.125000 Penalty: 3009.619629
	Iteration 37Q: 3 clusters Score -1096595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1096599.125000 Penalty: 3009.619629
	Iteration 38Q: 3 clusters Score -1096599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1096599.250000 Penalty: 3009.619629
	Iteration 39Q: 3 clusters Score -1096599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1096598.625000 Penalty: 3009.619629
	Iteration 40F: 3 clusters Score -1096599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Entering Unmasked Estep 
Score: -17765234.000000 Penalty: 1953.170166
	Iteration 0F: 2 clusters Score -1.776523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -17658928.000000 Penalty: 3906.340332
	Iteration 0F: 3 clusters Score -1.765893e+07 nChanged 80131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -17706538.000000 Penalty: 3906.340332
	Iteration 1F: 3 clusters Score -1.770654e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -17708042.000000 Penalty: 3906.340332
	Iteration 2Q: 3 clusters Score -1.770804e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -17710430.000000 Penalty: 3906.340332
	Iteration 3Q: 3 clusters Score -1.771043e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -17714394.000000 Penalty: 3906.340332
	Iteration 4Q: 3 clusters Score -1.771439e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -17720864.000000 Penalty: 3906.340332
	Iteration 5F: 3 clusters Score -1.772086e+07 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -17730506.000000 Penalty: 3906.340332
	Iteration 6F: 3 clusters Score -1.773051e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -17741970.000000 Penalty: 3906.340332
	Iteration 7F: 3 clusters Score -1.774197e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -17750750.000000 Penalty: 3906.340332
	Iteration 8F: 3 clusters Score -1.775075e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 118176 members 
Entering Unmasked Estep 
Score: -17755026.000000 Penalty: 3906.340332
	Iteration 9Q: 3 clusters Score -1.775503e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 121042 members 
Entering Unmasked Estep 
Score: -17757534.000000 Penalty: 3906.340332
	Iteration 10Q: 3 clusters Score -1.775753e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -17759422.000000 Penalty: 3906.340332
	Iteration 11Q: 3 clusters Score -1.775942e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -17760772.000000 Penalty: 3906.340332
	Iteration 12Q: 3 clusters Score -1.776077e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -17761722.000000 Penalty: 3906.340332
	Iteration 13Q: 3 clusters Score -1.776172e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 129494 members 
Entering Unmasked Estep 
Score: -17762364.000000 Penalty: 3906.340332
	Iteration 14Q: 3 clusters Score -1.776236e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -17763042.000000 Penalty: 3906.340332
	Iteration 15Q: 3 clusters Score -1.776304e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -17763502.000000 Penalty: 3906.340332
	Iteration 16Q: 3 clusters Score -1.77635e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -17763882.000000 Penalty: 3906.340332
	Iteration 17Q: 3 clusters Score -1.776388e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -17764294.000000 Penalty: 3906.340332
	Iteration 18Q: 3 clusters Score -1.776429e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -17764588.000000 Penalty: 3906.340332
	Iteration 19Q: 3 clusters Score -1.776459e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -17764856.000000 Penalty: 3906.340332
	Iteration 20F: 3 clusters Score -1.776486e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 139272 members 
Entering Unmasked Estep 
Score: -17765072.000000 Penalty: 3906.340332
	Iteration 21Q: 3 clusters Score -1.776507e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -17765306.000000 Penalty: 3906.340332
	Iteration 22Q: 3 clusters Score -1.776531e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 141471 members 
Entering Unmasked Estep 
Score: -17765406.000000 Penalty: 3906.340332
	Iteration 23Q: 3 clusters Score -1.776541e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -17765572.000000 Penalty: 3906.340332
	Iteration 24Q: 3 clusters Score -1.776557e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -17765732.000000 Penalty: 3906.340332
	Iteration 25Q: 3 clusters Score -1.776573e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 144511 members 
Entering Unmasked Estep 
Score: -17765882.000000 Penalty: 3906.340332
	Iteration 26Q: 3 clusters Score -1.776588e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 145523 members 
Entering Unmasked Estep 
Score: -17766008.000000 Penalty: 3906.340332
	Iteration 27Q: 3 clusters Score -1.776601e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
Score: -17766174.000000 Penalty: 3906.340332
	Iteration 28Q: 3 clusters Score -1.776617e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -17766348.000000 Penalty: 3906.340332
	Iteration 29Q: 3 clusters Score -1.776635e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -17766544.000000 Penalty: 3906.340332
	Iteration 30Q: 3 clusters Score -1.776654e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -17766626.000000 Penalty: 3906.340332
	Iteration 31Q: 3 clusters Score -1.776663e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -17766656.000000 Penalty: 3906.340332
	Iteration 32Q: 3 clusters Score -1.776666e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -17766690.000000 Penalty: 3906.340332
	Iteration 33Q: 3 clusters Score -1.776669e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -17766654.000000 Penalty: 3906.340332
	Iteration 34Q: 3 clusters Score -1.776665e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -17766694.000000 Penalty: 3906.340332
	Iteration 35Q: 3 clusters Score -1.776669e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 153938 members 
Entering Unmasked Estep 
Score: -17766624.000000 Penalty: 3906.340332
	Iteration 36Q: 3 clusters Score -1.776662e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -17766618.000000 Penalty: 3906.340332
	Iteration 37Q: 3 clusters Score -1.776662e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -17766580.000000 Penalty: 3906.340332
	Iteration 38Q: 3 clusters Score -1.776658e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -17766508.000000 Penalty: 3906.340332
	Iteration 39Q: 3 clusters Score -1.776651e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -17766432.000000 Penalty: 3906.340332
	Iteration 40F: 3 clusters Score -1.776643e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 157270 members 
Entering Unmasked Estep 
Score: -17766386.000000 Penalty: 3906.340332
	Iteration 41Q: 3 clusters Score -1.776639e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -17766314.000000 Penalty: 3906.340332
	Iteration 42Q: 3 clusters Score -1.776631e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -17766308.000000 Penalty: 3906.340332
	Iteration 43Q: 3 clusters Score -1.776631e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 158851 members 
Entering Unmasked Estep 
Score: -17766170.000000 Penalty: 3906.340332
	Iteration 44Q: 3 clusters Score -1.776617e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -17766116.000000 Penalty: 3906.340332
	Iteration 45Q: 3 clusters Score -1.776612e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -17766036.000000 Penalty: 3906.340332
	Iteration 46Q: 3 clusters Score -1.776604e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -17765944.000000 Penalty: 3906.340332
	Iteration 47Q: 3 clusters Score -1.776594e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -17765840.000000 Penalty: 3906.340332
	Iteration 48Q: 3 clusters Score -1.776584e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -17765842.000000 Penalty: 3906.340332
	Iteration 49Q: 3 clusters Score -1.776584e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -17765814.000000 Penalty: 3906.340332
	Iteration 50Q: 3 clusters Score -1.776581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -17765746.000000 Penalty: 3906.340332
	Iteration 51Q: 3 clusters Score -1.776575e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -17765680.000000 Penalty: 3906.340332
	Iteration 52Q: 3 clusters Score -1.776568e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -17765664.000000 Penalty: 3906.340332
	Iteration 53Q: 3 clusters Score -1.776566e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -17765618.000000 Penalty: 3906.340332
	Iteration 54Q: 3 clusters Score -1.776562e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -17765562.000000 Penalty: 3906.340332
	Iteration 55Q: 3 clusters Score -1.776556e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -17765534.000000 Penalty: 3906.340332
	Iteration 56Q: 3 clusters Score -1.776553e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 162463 members 
Entering Unmasked Estep 
Score: -17765478.000000 Penalty: 3906.340332
	Iteration 57Q: 3 clusters Score -1.776548e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -17765404.000000 Penalty: 3906.340332
	Iteration 58Q: 3 clusters Score -1.77654e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -17765406.000000 Penalty: 3906.340332
	Iteration 59Q: 3 clusters Score -1.776541e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -17765382.000000 Penalty: 3906.340332
	Iteration 60F: 3 clusters Score -1.776538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -17765348.000000 Penalty: 3906.340332
	Iteration 61Q: 3 clusters Score -1.776535e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -17765308.000000 Penalty: 3906.340332
	Iteration 62Q: 3 clusters Score -1.776531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -17765276.000000 Penalty: 3906.340332
	Iteration 63Q: 3 clusters Score -1.776528e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -17765250.000000 Penalty: 3906.340332
	Iteration 64Q: 3 clusters Score -1.776525e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -17765226.000000 Penalty: 3906.340332
	Iteration 65Q: 3 clusters Score -1.776523e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -17765162.000000 Penalty: 3906.340332
	Iteration 66Q: 3 clusters Score -1.776516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -17765134.000000 Penalty: 3906.340332
	Iteration 67Q: 3 clusters Score -1.776513e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -17765100.000000 Penalty: 3906.340332
	Iteration 68Q: 3 clusters Score -1.77651e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -17765044.000000 Penalty: 3906.340332
	Iteration 69Q: 3 clusters Score -1.776504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -17765070.000000 Penalty: 3906.340332
	Iteration 70Q: 3 clusters Score -1.776507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -17765042.000000 Penalty: 3906.340332
	Iteration 71Q: 3 clusters Score -1.776504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -17765024.000000 Penalty: 3906.340332
	Iteration 72Q: 3 clusters Score -1.776502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -17765012.000000 Penalty: 3906.340332
	Iteration 73Q: 3 clusters Score -1.776501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -17764982.000000 Penalty: 3906.340332
	Iteration 74Q: 3 clusters Score -1.776498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -17764972.000000 Penalty: 3906.340332
	Iteration 75Q: 3 clusters Score -1.776497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -17764950.000000 Penalty: 3906.340332
	Iteration 76Q: 3 clusters Score -1.776495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -17764944.000000 Penalty: 3906.340332
	Iteration 77Q: 3 clusters Score -1.776494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -17764928.000000 Penalty: 3906.340332
	Iteration 78Q: 3 clusters Score -1.776493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -17764936.000000 Penalty: 3906.340332
	Iteration 79Q: 3 clusters Score -1.776494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -17764926.000000 Penalty: 3906.340332
	Iteration 80F: 3 clusters Score -1.776493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -17764902.000000 Penalty: 3906.340332
	Iteration 81Q: 3 clusters Score -1.77649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -17764906.000000 Penalty: 3906.340332
	Iteration 82Q: 3 clusters Score -1.776491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -17764892.000000 Penalty: 3906.340332
	Iteration 83Q: 3 clusters Score -1.776489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 164143 members 
Entering Unmasked Estep 
Score: -17764866.000000 Penalty: 3906.340332
	Iteration 84Q: 3 clusters Score -1.776487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -17764892.000000 Penalty: 3906.340332
	Iteration 85Q: 3 clusters Score -1.776489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -17764902.000000 Penalty: 3906.340332
	Iteration 86Q: 3 clusters Score -1.77649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -17764864.000000 Penalty: 3906.340332
	Iteration 87Q: 3 clusters Score -1.776486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -17764864.000000 Penalty: 3906.340332
	Iteration 88Q: 3 clusters Score -1.776486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -17764842.000000 Penalty: 3906.340332
	Iteration 89Q: 3 clusters Score -1.776484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -17764846.000000 Penalty: 3906.340332
	Iteration 90Q: 3 clusters Score -1.776485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -17764830.000000 Penalty: 3906.340332
	Iteration 91Q: 3 clusters Score -1.776483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -17764834.000000 Penalty: 3906.340332
	Iteration 92Q: 3 clusters Score -1.776483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -17764834.000000 Penalty: 3906.340332
	Iteration 93Q: 3 clusters Score -1.776483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -17764838.000000 Penalty: 3906.340332
	Iteration 94Q: 3 clusters Score -1.776484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 164247 members 
Entering Unmasked Estep 
Score: -17764838.000000 Penalty: 3906.340332
	Iteration 95Q: 3 clusters Score -1.776484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -17764832.000000 Penalty: 3906.340332
	Iteration 96Q: 3 clusters Score -1.776483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -17764818.000000 Penalty: 3906.340332
	Iteration 97Q: 3 clusters Score -1.776482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -17764826.000000 Penalty: 3906.340332
	Iteration 98Q: 3 clusters Score -1.776483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 164260 members 
Entering Unmasked Estep 
Score: -17764812.000000 Penalty: 3906.340332
	Iteration 99Q: 3 clusters Score -1.776481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -17764812.000000 Penalty: 3906.340332
	Iteration 100F: 3 clusters Score -1.776481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -17764802.000000 Penalty: 3906.340332
	Iteration 101Q: 3 clusters Score -1.77648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 164272 members 
Entering Unmasked Estep 
Score: -17764802.000000 Penalty: 3906.340332
	Iteration 102Q: 3 clusters Score -1.77648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 164283 members 
Entering Unmasked Estep 
Score: -17764776.000000 Penalty: 3906.340332
	Iteration 103Q: 3 clusters Score -1.776478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -17764788.000000 Penalty: 3906.340332
	Iteration 104Q: 3 clusters Score -1.776479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -17764790.000000 Penalty: 3906.340332
	Iteration 105Q: 3 clusters Score -1.776479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -17764788.000000 Penalty: 3906.340332
	Iteration 106Q: 3 clusters Score -1.776479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 164297 members 
Entering Unmasked Estep 
Score: -17764796.000000 Penalty: 3906.340332
	Iteration 107Q: 3 clusters Score -1.77648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -17764790.000000 Penalty: 3906.340332
	Iteration 108Q: 3 clusters Score -1.776479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -17764790.000000 Penalty: 3906.340332
	Iteration 109Q: 3 clusters Score -1.776479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -17764786.000000 Penalty: 3906.340332
	Iteration 110Q: 3 clusters Score -1.776479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -17764794.000000 Penalty: 3906.340332
	Iteration 111Q: 3 clusters Score -1.776479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -17764788.000000 Penalty: 3906.340332
	Iteration 112Q: 3 clusters Score -1.776479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -17764788.000000 Penalty: 3906.340332
	Iteration 113F: 3 clusters Score -1.776479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Entering Unmasked Estep 
Score: -17530344.000000 Penalty: 1951.110718
	Iteration 0F: 2 clusters Score -1.753034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -17424684.000000 Penalty: 3902.221436
	Iteration 0F: 3 clusters Score -1.742468e+07 nChanged 78878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -17471860.000000 Penalty: 3902.221436
	Iteration 1F: 3 clusters Score -1.747186e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -17473566.000000 Penalty: 3902.221436
	Iteration 2Q: 3 clusters Score -1.747357e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -17476066.000000 Penalty: 3902.221436
	Iteration 3Q: 3 clusters Score -1.747607e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -17479866.000000 Penalty: 3902.221436
	Iteration 4Q: 3 clusters Score -1.747987e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -17485694.000000 Penalty: 3902.221436
	Iteration 5F: 3 clusters Score -1.748569e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -17494110.000000 Penalty: 3902.221436
	Iteration 6F: 3 clusters Score -1.749411e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -17504130.000000 Penalty: 3902.221436
	Iteration 7F: 3 clusters Score -1.750413e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -17511346.000000 Penalty: 3902.221436
	Iteration 8F: 3 clusters Score -1.751135e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -17514444.000000 Penalty: 3902.221436
	Iteration 9Q: 3 clusters Score -1.751444e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -17516096.000000 Penalty: 3902.221436
	Iteration 10Q: 3 clusters Score -1.75161e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -17517204.000000 Penalty: 3902.221436
	Iteration 11Q: 3 clusters Score -1.75172e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -17518190.000000 Penalty: 3902.221436
	Iteration 12Q: 3 clusters Score -1.751819e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -17519132.000000 Penalty: 3902.221436
	Iteration 13Q: 3 clusters Score -1.751913e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -17519734.000000 Penalty: 3902.221436
	Iteration 14Q: 3 clusters Score -1.751973e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -17520302.000000 Penalty: 3902.221436
	Iteration 15Q: 3 clusters Score -1.75203e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -17520670.000000 Penalty: 3902.221436
	Iteration 16Q: 3 clusters Score -1.752067e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -17520984.000000 Penalty: 3902.221436
	Iteration 17Q: 3 clusters Score -1.752098e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -17521330.000000 Penalty: 3902.221436
	Iteration 18Q: 3 clusters Score -1.752133e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -17521546.000000 Penalty: 3902.221436
	Iteration 19Q: 3 clusters Score -1.752155e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -17521824.000000 Penalty: 3902.221436
	Iteration 20F: 3 clusters Score -1.752182e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -17522014.000000 Penalty: 3902.221436
	Iteration 21Q: 3 clusters Score -1.752201e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112268 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -17522210.000000 Penalty: 3902.221436
	Iteration 22Q: 3 clusters Score -1.752221e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -17522468.000000 Penalty: 3902.221436
	Iteration 23Q: 3 clusters Score -1.752247e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -17522676.000000 Penalty: 3902.221436
	Iteration 24Q: 3 clusters Score -1.752268e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -17522862.000000 Penalty: 3902.221436
	Iteration 25Q: 3 clusters Score -1.752286e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -17522990.000000 Penalty: 3902.221436
	Iteration 26Q: 3 clusters Score -1.752299e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -17523090.000000 Penalty: 3902.221436
	Iteration 27Q: 3 clusters Score -1.752309e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -17523228.000000 Penalty: 3902.221436
	Iteration 28Q: 3 clusters Score -1.752323e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -17523466.000000 Penalty: 3902.221436
	Iteration 29Q: 3 clusters Score -1.752347e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -17523586.000000 Penalty: 3902.221436
	Iteration 30Q: 3 clusters Score -1.752359e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -17523822.000000 Penalty: 3902.221436
	Iteration 31Q: 3 clusters Score -1.752382e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -17524022.000000 Penalty: 3902.221436
	Iteration 32Q: 3 clusters Score -1.752402e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124620 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -17524300.000000 Penalty: 3902.221436
	Iteration 33Q: 3 clusters Score -1.75243e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125709 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -17524442.000000 Penalty: 3902.221436
	Iteration 34Q: 3 clusters Score -1.752444e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -17524634.000000 Penalty: 3902.221436
	Iteration 35Q: 3 clusters Score -1.752463e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -17524894.000000 Penalty: 3902.221436
	Iteration 36Q: 3 clusters Score -1.752489e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -17525094.000000 Penalty: 3902.221436
	Iteration 37Q: 3 clusters Score -1.752509e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -17525272.000000 Penalty: 3902.221436
	Iteration 38Q: 3 clusters Score -1.752527e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131441 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -17525484.000000 Penalty: 3902.221436
	Iteration 39Q: 3 clusters Score -1.752548e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -17525680.000000 Penalty: 3902.221436
	Iteration 40F: 3 clusters Score -1.752568e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -17526020.000000 Penalty: 3902.221436
	Iteration 41Q: 3 clusters Score -1.752602e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -17526254.000000 Penalty: 3902.221436
	Iteration 42Q: 3 clusters Score -1.752625e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -17526508.000000 Penalty: 3902.221436
	Iteration 43Q: 3 clusters Score -1.752651e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -17526646.000000 Penalty: 3902.221436
	Iteration 44Q: 3 clusters Score -1.752665e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -17526992.000000 Penalty: 3902.221436
	Iteration 45Q: 3 clusters Score -1.752699e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -17527278.000000 Penalty: 3902.221436
	Iteration 46Q: 3 clusters Score -1.752728e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141174 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -17527550.000000 Penalty: 3902.221436
	Iteration 47Q: 3 clusters Score -1.752755e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -17527794.000000 Penalty: 3902.221436
	Iteration 48Q: 3 clusters Score -1.752779e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -17527892.000000 Penalty: 3902.221436
	Iteration 49Q: 3 clusters Score -1.752789e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -17528112.000000 Penalty: 3902.221436
	Iteration 50Q: 3 clusters Score -1.752811e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145555 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -17528322.000000 Penalty: 3902.221436
	Iteration 51Q: 3 clusters Score -1.752832e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -17528510.000000 Penalty: 3902.221436
	Iteration 52Q: 3 clusters Score -1.752851e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -17528690.000000 Penalty: 3902.221436
	Iteration 53Q: 3 clusters Score -1.752869e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -17528804.000000 Penalty: 3902.221436
	Iteration 54Q: 3 clusters Score -1.75288e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -17528968.000000 Penalty: 3902.221436
	Iteration 55Q: 3 clusters Score -1.752897e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -17529044.000000 Penalty: 3902.221436
	Iteration 56Q: 3 clusters Score -1.752904e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151014 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -17529160.000000 Penalty: 3902.221436
	Iteration 57Q: 3 clusters Score -1.752916e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -17529178.000000 Penalty: 3902.221436
	Iteration 58Q: 3 clusters Score -1.752918e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -17529232.000000 Penalty: 3902.221436
	Iteration 59Q: 3 clusters Score -1.752923e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -17529234.000000 Penalty: 3902.221436
	Iteration 60F: 3 clusters Score -1.752923e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -17529264.000000 Penalty: 3902.221436
	Iteration 61Q: 3 clusters Score -1.752926e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -17529240.000000 Penalty: 3902.221436
	Iteration 62Q: 3 clusters Score -1.752924e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154767 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -17529318.000000 Penalty: 3902.221436
	Iteration 63Q: 3 clusters Score -1.752932e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -17529296.000000 Penalty: 3902.221436
	Iteration 64Q: 3 clusters Score -1.75293e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155628 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -17529254.000000 Penalty: 3902.221436
	Iteration 65Q: 3 clusters Score -1.752925e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -17529232.000000 Penalty: 3902.221436
	Iteration 66Q: 3 clusters Score -1.752923e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -17529178.000000 Penalty: 3902.221436
	Iteration 67Q: 3 clusters Score -1.752918e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156734 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -17529168.000000 Penalty: 3902.221436
	Iteration 68Q: 3 clusters Score -1.752917e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -17529120.000000 Penalty: 3902.221436
	Iteration 69Q: 3 clusters Score -1.752912e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -17529114.000000 Penalty: 3902.221436
	Iteration 70Q: 3 clusters Score -1.752911e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -17529104.000000 Penalty: 3902.221436
	Iteration 71Q: 3 clusters Score -1.75291e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157718 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -17529072.000000 Penalty: 3902.221436
	Iteration 72Q: 3 clusters Score -1.752907e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -17529114.000000 Penalty: 3902.221436
	Iteration 73Q: 3 clusters Score -1.752911e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -17529124.000000 Penalty: 3902.221436
	Iteration 74Q: 3 clusters Score -1.752912e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -17529146.000000 Penalty: 3902.221436
	Iteration 75Q: 3 clusters Score -1.752915e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -17529146.000000 Penalty: 3902.221436
	Iteration 76Q: 3 clusters Score -1.752915e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -17529162.000000 Penalty: 3902.221436
	Iteration 77Q: 3 clusters Score -1.752916e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -17529178.000000 Penalty: 3902.221436
	Iteration 78Q: 3 clusters Score -1.752918e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -17529190.000000 Penalty: 3902.221436
	Iteration 79Q: 3 clusters Score -1.752919e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -17529198.000000 Penalty: 3902.221436
	Iteration 80F: 3 clusters Score -1.75292e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159209 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -17529190.000000 Penalty: 3902.221436
	Iteration 81Q: 3 clusters Score -1.752919e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -17529220.000000 Penalty: 3902.221436
	Iteration 82Q: 3 clusters Score -1.752922e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159440 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -17529208.000000 Penalty: 3902.221436
	Iteration 83Q: 3 clusters Score -1.752921e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159532 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -17529198.000000 Penalty: 3902.221436
	Iteration 84Q: 3 clusters Score -1.75292e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -17529194.000000 Penalty: 3902.221436
	Iteration 85Q: 3 clusters Score -1.752919e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159713 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -17529170.000000 Penalty: 3902.221436
	Iteration 86Q: 3 clusters Score -1.752917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -17529186.000000 Penalty: 3902.221436
	Iteration 87Q: 3 clusters Score -1.752919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -17529178.000000 Penalty: 3902.221436
	Iteration 88Q: 3 clusters Score -1.752918e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17529180.000000 Penalty: 3902.221436
	Iteration 89Q: 3 clusters Score -1.752918e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -17529192.000000 Penalty: 3902.221436
	Iteration 90Q: 3 clusters Score -1.752919e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160162 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -17529212.000000 Penalty: 3902.221436
	Iteration 91Q: 3 clusters Score -1.752921e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -17529228.000000 Penalty: 3902.221436
	Iteration 92Q: 3 clusters Score -1.752923e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 93Q: 3 clusters Score -1.752922e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -17529222.000000 Penalty: 3902.221436
	Iteration 94Q: 3 clusters Score -1.752922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -17529226.000000 Penalty: 3902.221436
	Iteration 95Q: 3 clusters Score -1.752923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -17529230.000000 Penalty: 3902.221436
	Iteration 96Q: 3 clusters Score -1.752923e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -17529230.000000 Penalty: 3902.221436
	Iteration 97Q: 3 clusters Score -1.752923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17529240.000000 Penalty: 3902.221436
	Iteration 98Q: 3 clusters Score -1.752924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160586 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17529248.000000 Penalty: 3902.221436
	Iteration 99Q: 3 clusters Score -1.752925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160609 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -17529236.000000 Penalty: 3902.221436
	Iteration 100F: 3 clusters Score -1.752924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160635 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -17529244.000000 Penalty: 3902.221436
	Iteration 101Q: 3 clusters Score -1.752924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160653 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -17529230.000000 Penalty: 3902.221436
	Iteration 102Q: 3 clusters Score -1.752923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160667 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -17529220.000000 Penalty: 3902.221436
	Iteration 103Q: 3 clusters Score -1.752922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160678 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 104Q: 3 clusters Score -1.752922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -17529230.000000 Penalty: 3902.221436
	Iteration 105Q: 3 clusters Score -1.752923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160692 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -17529222.000000 Penalty: 3902.221436
	Iteration 106Q: 3 clusters Score -1.752922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160694 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -17529220.000000 Penalty: 3902.221436
	Iteration 107Q: 3 clusters Score -1.752922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -17529224.000000 Penalty: 3902.221436
	Iteration 108Q: 3 clusters Score -1.752922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -17529222.000000 Penalty: 3902.221436
	Iteration 109Q: 3 clusters Score -1.752922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 110Q: 3 clusters Score -1.752922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 111Q: 3 clusters Score -1.752922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -17529228.000000 Penalty: 3902.221436
	Iteration 112Q: 3 clusters Score -1.752923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 113Q: 3 clusters Score -1.752922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -17529216.000000 Penalty: 3902.221436
	Iteration 114F: 3 clusters Score -1.752922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Entering Unmasked Estep 
Score: -3136959.750000 Penalty: 1675.188477
	Iteration 0F: 2 clusters Score -3136960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3116761.000000 Penalty: 3350.376953
	Iteration 0F: 3 clusters Score -3116761 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3124410.750000 Penalty: 3350.376953
	Iteration 1F: 3 clusters Score -3124411 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3124920.250000 Penalty: 3350.376953
	Iteration 2Q: 3 clusters Score -3124920 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3125638.750000 Penalty: 3350.376953
	Iteration 3Q: 3 clusters Score -3125639 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3126892.250000 Penalty: 3350.376953
	Iteration 4F: 3 clusters Score -3126892 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3128947.000000 Penalty: 3350.376953
	Iteration 5F: 3 clusters Score -3128947 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3131411.000000 Penalty: 3350.376953
	Iteration 6F: 3 clusters Score -3131411 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3133535.250000 Penalty: 3350.376953
	Iteration 7F: 3 clusters Score -3133535 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3135011.000000 Penalty: 3350.376953
	Iteration 8F: 3 clusters Score -3135011 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3135800.500000 Penalty: 3350.376953
	Iteration 9Q: 3 clusters Score -3135800 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3136167.000000 Penalty: 3350.376953
	Iteration 10Q: 3 clusters Score -3136167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3136343.500000 Penalty: 3350.376953
	Iteration 11Q: 3 clusters Score -3136344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3136411.750000 Penalty: 3350.376953
	Iteration 12Q: 3 clusters Score -3136412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3136451.500000 Penalty: 3350.376953
	Iteration 13Q: 3 clusters Score -3136452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3136480.750000 Penalty: 3350.376953
	Iteration 14Q: 3 clusters Score -3136481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3136506.250000 Penalty: 3350.376953
	Iteration 15Q: 3 clusters Score -3136506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3136529.500000 Penalty: 3350.376953
	Iteration 16Q: 3 clusters Score -3136530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3136547.000000 Penalty: 3350.376953
	Iteration 17Q: 3 clusters Score -3136547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3136567.500000 Penalty: 3350.376953
	Iteration 18Q: 3 clusters Score -3136568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3136586.250000 Penalty: 3350.376953
	Iteration 19Q: 3 clusters Score -3136586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3136590.500000 Penalty: 3350.376953
	Iteration 20F: 3 clusters Score -3136590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3136607.750000 Penalty: 3350.376953
	Iteration 21Q: 3 clusters Score -3136608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3136618.000000 Penalty: 3350.376953
	Iteration 22Q: 3 clusters Score -3136618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3136627.500000 Penalty: 3350.376953
	Iteration 23Q: 3 clusters Score -3136628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3136634.250000 Penalty: 3350.376953
	Iteration 24Q: 3 clusters Score -3136634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3136636.250000 Penalty: 3350.376953
	Iteration 25Q: 3 clusters Score -3136636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3136638.500000 Penalty: 3350.376953
	Iteration 26Q: 3 clusters Score -3136638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3136633.500000 Penalty: 3350.376953
	Iteration 27Q: 3 clusters Score -3136634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3136631.750000 Penalty: 3350.376953
	Iteration 28Q: 3 clusters Score -3136632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3136638.500000 Penalty: 3350.376953
	Iteration 29Q: 3 clusters Score -3136638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3136642.250000 Penalty: 3350.376953
	Iteration 30Q: 3 clusters Score -3136642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3136650.750000 Penalty: 3350.376953
	Iteration 31Q: 3 clusters Score -3136651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3136652.500000 Penalty: 3350.376953
	Iteration 32Q: 3 clusters Score -3136652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3136651.750000 Penalty: 3350.376953
	Iteration 33Q: 3 clusters Score -3136652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3136659.000000 Penalty: 3350.376953
	Iteration 34Q: 3 clusters Score -3136659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3136664.250000 Penalty: 3350.376953
	Iteration 35Q: 3 clusters Score -3136664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3136674.750000 Penalty: 3350.376953
	Iteration 36Q: 3 clusters Score -3136675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3136673.000000 Penalty: 3350.376953
	Iteration 37Q: 3 clusters Score -3136673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3136675.500000 Penalty: 3350.376953
	Iteration 38Q: 3 clusters Score -3136676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3136685.500000 Penalty: 3350.376953
	Iteration 39Q: 3 clusters Score -3136686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3136682.000000 Penalty: 3350.376953
	Iteration 40F: 3 clusters Score -3136682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3136690.000000 Penalty: 3350.376953
	Iteration 41Q: 3 clusters Score -3136690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3136686.500000 Penalty: 3350.376953
	Iteration 42Q: 3 clusters Score -3136686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3136690.250000 Penalty: 3350.376953
	Iteration 43Q: 3 clusters Score -3136690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3136689.500000 Penalty: 3350.376953
	Iteration 44Q: 3 clusters Score -3136690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3136694.500000 Penalty: 3350.376953
	Iteration 45Q: 3 clusters Score -3136694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3136699.250000 Penalty: 3350.376953
	Iteration 46Q: 3 clusters Score -3136699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3136700.500000 Penalty: 3350.376953
	Iteration 47Q: 3 clusters Score -3136700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3136709.000000 Penalty: 3350.376953
	Iteration 48Q: 3 clusters Score -3136709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3136705.500000 Penalty: 3350.376953
	Iteration 49Q: 3 clusters Score -3136706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3136716.000000 Penalty: 3350.376953
	Iteration 50Q: 3 clusters Score -3136716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3136714.750000 Penalty: 3350.376953
	Iteration 51Q: 3 clusters Score -3136715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3136729.500000 Penalty: 3350.376953
	Iteration 52Q: 3 clusters Score -3136730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3136734.000000 Penalty: 3350.376953
	Iteration 53Q: 3 clusters Score -3136734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3136738.250000 Penalty: 3350.376953
	Iteration 54Q: 3 clusters Score -3136738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3136736.250000 Penalty: 3350.376953
	Iteration 55Q: 3 clusters Score -3136736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3136731.250000 Penalty: 3350.376953
	Iteration 56Q: 3 clusters Score -3136731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3136732.750000 Penalty: 3350.376953
	Iteration 57Q: 3 clusters Score -3136733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3136733.750000 Penalty: 3350.376953
	Iteration 58Q: 3 clusters Score -3136734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3136733.750000 Penalty: 3350.376953
	Iteration 59Q: 3 clusters Score -3136734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3136735.250000 Penalty: 3350.376953
	Iteration 60F: 3 clusters Score -3136735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3136733.750000 Penalty: 3350.376953
	Iteration 61Q: 3 clusters Score -3136734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3136736.500000 Penalty: 3350.376953
	Iteration 62Q: 3 clusters Score -3136736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3136734.250000 Penalty: 3350.376953
	Iteration 63Q: 3 clusters Score -3136734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3136741.750000 Penalty: 3350.376953
	Iteration 64Q: 3 clusters Score -3136742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3136740.500000 Penalty: 3350.376953
	Iteration 65Q: 3 clusters Score -3136740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3136743.000000 Penalty: 3350.376953
	Iteration 66Q: 3 clusters Score -3136743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3136742.000000 Penalty: 3350.376953
	Iteration 67Q: 3 clusters Score -3136742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3136742.000000 Penalty: 3350.376953
	Iteration 68F: 3 clusters Score -3136742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -165007.781250 Penalty: 1203.294189
	Iteration 0F: 2 clusters Score -165007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163133.515625 Penalty: 2406.588379
	Iteration 0F: 3 clusters Score -163133.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163497.609375 Penalty: 2406.588379
	Iteration 1F: 3 clusters Score -163497.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163601.296875 Penalty: 2406.588379
	Iteration 2F: 3 clusters Score -163601.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163665.609375 Penalty: 2406.588379
	Iteration 3F: 3 clusters Score -163665.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163705.015625 Penalty: 2406.588379
	Iteration 4Q: 3 clusters Score -163705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163736.234375 Penalty: 2406.588379
	Iteration 5Q: 3 clusters Score -163736.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163776.390625 Penalty: 2406.588379
	Iteration 6Q: 3 clusters Score -163776.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163808.656250 Penalty: 2406.588379
	Iteration 7Q: 3 clusters Score -163808.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -163838.328125 Penalty: 2406.588379
	Iteration 8Q: 3 clusters Score -163838.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -163866.421875 Penalty: 2406.588379
	Iteration 9Q: 3 clusters Score -163866.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163900.890625 Penalty: 2406.588379
	Iteration 10Q: 3 clusters Score -163900.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163945.593750 Penalty: 2406.588379
	Iteration 11Q: 3 clusters Score -163945.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163987.234375 Penalty: 2406.588379
	Iteration 12Q: 3 clusters Score -163987.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164048.546875 Penalty: 2406.588379
	Iteration 13Q: 3 clusters Score -164048.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -164106.000000 Penalty: 2406.588379
	Iteration 14Q: 3 clusters Score -164106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164161.640625 Penalty: 2406.588379
	Iteration 15Q: 3 clusters Score -164161.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164214.468750 Penalty: 2406.588379
	Iteration 16Q: 3 clusters Score -164214.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -164255.125000 Penalty: 2406.588379
	Iteration 17Q: 3 clusters Score -164255.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -164278.609375 Penalty: 2406.588379
	Iteration 18Q: 3 clusters Score -164278.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -164294.562500 Penalty: 2406.588379
	Iteration 19Q: 3 clusters Score -164294.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -164312.984375 Penalty: 2406.588379
	Iteration 20F: 3 clusters Score -164313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164325.937500 Penalty: 2406.588379
	Iteration 21Q: 3 clusters Score -164325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -164332.484375 Penalty: 2406.588379
	Iteration 22Q: 3 clusters Score -164332.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -164344.296875 Penalty: 2406.588379
	Iteration 23Q: 3 clusters Score -164344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -164350.515625 Penalty: 2406.588379
	Iteration 24Q: 3 clusters Score -164350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -164355.046875 Penalty: 2406.588379
	Iteration 25Q: 3 clusters Score -164355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164360.078125 Penalty: 2406.588379
	Iteration 26Q: 3 clusters Score -164360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -164363.859375 Penalty: 2406.588379
	Iteration 27Q: 3 clusters Score -164363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164368.859375 Penalty: 2406.588379
	Iteration 28Q: 3 clusters Score -164368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164373.265625 Penalty: 2406.588379
	Iteration 29Q: 3 clusters Score -164373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164375.390625 Penalty: 2406.588379
	Iteration 30Q: 3 clusters Score -164375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -164375.265625 Penalty: 2406.588379
	Iteration 31Q: 3 clusters Score -164375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164375.984375 Penalty: 2406.588379
	Iteration 32Q: 3 clusters Score -164376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164376.203125 Penalty: 2406.588379
	Iteration 33Q: 3 clusters Score -164376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164376.203125 Penalty: 2406.588379
	Iteration 34F: 3 clusters Score -164376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1168606.625000 Penalty: 1516.799316
	Iteration 0F: 2 clusters Score -1168607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1160678.000000 Penalty: 3033.598633
	Iteration 0F: 3 clusters Score -1160678 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1163297.125000 Penalty: 3033.598633
	Iteration 1F: 3 clusters Score -1163297 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1163569.000000 Penalty: 3033.598633
	Iteration 2F: 3 clusters Score -1163569 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1163793.250000 Penalty: 3033.598633
	Iteration 3Q: 3 clusters Score -1163793 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1164020.750000 Penalty: 3033.598633
	Iteration 4Q: 3 clusters Score -1164021 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1164310.250000 Penalty: 3033.598633
	Iteration 5Q: 3 clusters Score -1164310 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1164690.375000 Penalty: 3033.598633
	Iteration 6F: 3 clusters Score -1164690 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1165268.125000 Penalty: 3033.598633
	Iteration 7F: 3 clusters Score -1165268 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1165967.500000 Penalty: 3033.598633
	Iteration 8F: 3 clusters Score -1165968 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1166639.250000 Penalty: 3033.598633
	Iteration 9F: 3 clusters Score -1166639 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1167146.125000 Penalty: 3033.598633
	Iteration 10F: 3 clusters Score -1167146 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1167452.375000 Penalty: 3033.598633
	Iteration 11Q: 3 clusters Score -1167452 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1167652.000000 Penalty: 3033.598633
	Iteration 12Q: 3 clusters Score -1167652 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1167809.625000 Penalty: 3033.598633
	Iteration 13Q: 3 clusters Score -1167810 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1167914.625000 Penalty: 3033.598633
	Iteration 14Q: 3 clusters Score -1167915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1167988.750000 Penalty: 3033.598633
	Iteration 15Q: 3 clusters Score -1167989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1168031.000000 Penalty: 3033.598633
	Iteration 16Q: 3 clusters Score -1168031 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1168056.375000 Penalty: 3033.598633
	Iteration 17Q: 3 clusters Score -1168056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1168070.125000 Penalty: 3033.598633
	Iteration 18Q: 3 clusters Score -1168070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1168080.625000 Penalty: 3033.598633
	Iteration 19Q: 3 clusters Score -1168081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1168083.375000 Penalty: 3033.598633
	Iteration 20F: 3 clusters Score -1168083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1168088.250000 Penalty: 3033.598633
	Iteration 21Q: 3 clusters Score -1168088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1168095.875000 Penalty: 3033.598633
	Iteration 22Q: 3 clusters Score -1168096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1168098.625000 Penalty: 3033.598633
	Iteration 23Q: 3 clusters Score -1168099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1168108.000000 Penalty: 3033.598633
	Iteration 24Q: 3 clusters Score -1168108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1168110.750000 Penalty: 3033.598633
	Iteration 25Q: 3 clusters Score -1168111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1168113.125000 Penalty: 3033.598633
	Iteration 26Q: 3 clusters Score -1168113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1168112.875000 Penalty: 3033.598633
	Iteration 27Q: 3 clusters Score -1168113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1168115.875000 Penalty: 3033.598633
	Iteration 28Q: 3 clusters Score -1168116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1168115.625000 Penalty: 3033.598633
	Iteration 29Q: 3 clusters Score -1168116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1168115.750000 Penalty: 3033.598633
	Iteration 30Q: 3 clusters Score -1168116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1168115.750000 Penalty: 3033.598633
	Iteration 31F: 3 clusters Score -1168116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11193.206055 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11193.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11436.540039 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11436.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11501.749023 Penalty: 1624.093994
	Iteration 2F: 3 clusters Score -11501.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11523.368164 Penalty: 1624.093994
	Iteration 3Q: 3 clusters Score -11523.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11558.347656 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11558.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11558.347656 Penalty: 1624.093994
	Iteration 5F: 3 clusters Score -11558.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -134359.859375 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -134359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -132664.187500 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -132664.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132930.156250 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -132930.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133025.515625 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -133025.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133087.234375 Penalty: 2335.004395
	Iteration 3F: 3 clusters Score -133087.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133126.031250 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -133126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133150.609375 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -133150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133159.906250 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -133159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133172.843750 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -133172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133181.187500 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -133181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133186.562500 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -133186.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133194.656250 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -133194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133200.656250 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -133200.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133210.093750 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -133210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133219.156250 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -133219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133228.781250 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -133228.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133238.296875 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -133238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133244.750000 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -133244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133247.750000 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -133247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133248.859375 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -133248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133249.218750 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -133249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133249.218750 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -133249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -1080085.500000 Penalty: 1494.356201
	Iteration 0F: 2 clusters Score -1080086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1073042.625000 Penalty: 2988.712402
	Iteration 0F: 3 clusters Score -1073043 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1075231.750000 Penalty: 2988.712402
	Iteration 1F: 3 clusters Score -1075232 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1075466.875000 Penalty: 2988.712402
	Iteration 2F: 3 clusters Score -1075467 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1075667.375000 Penalty: 2988.712402
	Iteration 3Q: 3 clusters Score -1075667 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1075842.625000 Penalty: 2988.712402
	Iteration 4Q: 3 clusters Score -1075843 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1076032.375000 Penalty: 2988.712402
	Iteration 5Q: 3 clusters Score -1076032 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1076224.750000 Penalty: 2988.712402
	Iteration 6Q: 3 clusters Score -1076225 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1076434.750000 Penalty: 2988.712402
	Iteration 7Q: 3 clusters Score -1076435 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1076677.500000 Penalty: 2988.712402
	Iteration 8Q: 3 clusters Score -1076678 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1076939.875000 Penalty: 2988.712402
	Iteration 9Q: 3 clusters Score -1076940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1077225.750000 Penalty: 2988.712402
	Iteration 10Q: 3 clusters Score -1077226 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1077514.250000 Penalty: 2988.712402
	Iteration 11Q: 3 clusters Score -1077514 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1077797.000000 Penalty: 2988.712402
	Iteration 12Q: 3 clusters Score -1077797 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1078028.875000 Penalty: 2988.712402
	Iteration 13Q: 3 clusters Score -1078029 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1078137.125000 Penalty: 2988.712402
	Iteration 14Q: 3 clusters Score -1078137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1078186.750000 Penalty: 2988.712402
	Iteration 15Q: 3 clusters Score -1078187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1078217.875000 Penalty: 2988.712402
	Iteration 16Q: 3 clusters Score -1078218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1078242.500000 Penalty: 2988.712402
	Iteration 17Q: 3 clusters Score -1078242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1078266.625000 Penalty: 2988.712402
	Iteration 18Q: 3 clusters Score -1078267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1078281.000000 Penalty: 2988.712402
	Iteration 19Q: 3 clusters Score -1078281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1078299.000000 Penalty: 2988.712402
	Iteration 20F: 3 clusters Score -1078299 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1078311.625000 Penalty: 2988.712402
	Iteration 21Q: 3 clusters Score -1078312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1078334.750000 Penalty: 2988.712402
	Iteration 22Q: 3 clusters Score -1078335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1078350.125000 Penalty: 2988.712402
	Iteration 23Q: 3 clusters Score -1078350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1078370.625000 Penalty: 2988.712402
	Iteration 24Q: 3 clusters Score -1078371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1078390.375000 Penalty: 2988.712402
	Iteration 25Q: 3 clusters Score -1078390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1078410.125000 Penalty: 2988.712402
	Iteration 26Q: 3 clusters Score -1078410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1078423.000000 Penalty: 2988.712402
	Iteration 27Q: 3 clusters Score -1078423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1078441.500000 Penalty: 2988.712402
	Iteration 28Q: 3 clusters Score -1078442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1078456.000000 Penalty: 2988.712402
	Iteration 29Q: 3 clusters Score -1078456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1078467.000000 Penalty: 2988.712402
	Iteration 30Q: 3 clusters Score -1078467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1078479.000000 Penalty: 2988.712402
	Iteration 31Q: 3 clusters Score -1078479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1078489.875000 Penalty: 2988.712402
	Iteration 32Q: 3 clusters Score -1078490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1078502.000000 Penalty: 2988.712402
	Iteration 33Q: 3 clusters Score -1078502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1078509.125000 Penalty: 2988.712402
	Iteration 34Q: 3 clusters Score -1078509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1078515.000000 Penalty: 2988.712402
	Iteration 35Q: 3 clusters Score -1078515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1078521.625000 Penalty: 2988.712402
	Iteration 36Q: 3 clusters Score -1078522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1078528.625000 Penalty: 2988.712402
	Iteration 37Q: 3 clusters Score -1078529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1078532.125000 Penalty: 2988.712402
	Iteration 38Q: 3 clusters Score -1078532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1078535.875000 Penalty: 2988.712402
	Iteration 39Q: 3 clusters Score -1078536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1078538.375000 Penalty: 2988.712402
	Iteration 40F: 3 clusters Score -1078538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1078539.875000 Penalty: 2988.712402
	Iteration 41Q: 3 clusters Score -1078540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1078538.750000 Penalty: 2988.712402
	Iteration 42Q: 3 clusters Score -1078539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1078540.750000 Penalty: 2988.712402
	Iteration 43Q: 3 clusters Score -1078541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1078544.000000 Penalty: 2988.712402
	Iteration 44Q: 3 clusters Score -1078544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1078543.875000 Penalty: 2988.712402
	Iteration 45Q: 3 clusters Score -1078544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1078545.125000 Penalty: 2988.712402
	Iteration 46Q: 3 clusters Score -1078545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1078547.000000 Penalty: 2988.712402
	Iteration 47Q: 3 clusters Score -1078547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1078546.875000 Penalty: 2988.712402
	Iteration 48Q: 3 clusters Score -1078547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1078549.875000 Penalty: 2988.712402
	Iteration 49Q: 3 clusters Score -1078550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1078553.125000 Penalty: 2988.712402
	Iteration 50Q: 3 clusters Score -1078553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1078556.625000 Penalty: 2988.712402
	Iteration 51Q: 3 clusters Score -1078557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1078556.875000 Penalty: 2988.712402
	Iteration 52Q: 3 clusters Score -1078557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1078560.125000 Penalty: 2988.712402
	Iteration 53Q: 3 clusters Score -1078560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1078560.125000 Penalty: 2988.712402
	Iteration 54Q: 3 clusters Score -1078560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1078560.250000 Penalty: 2988.712402
	Iteration 55Q: 3 clusters Score -1078560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1078561.625000 Penalty: 2988.712402
	Iteration 56Q: 3 clusters Score -1078562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1078563.500000 Penalty: 2988.712402
	Iteration 57Q: 3 clusters Score -1078564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1078566.250000 Penalty: 2988.712402
	Iteration 58Q: 3 clusters Score -1078566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1078566.250000 Penalty: 2988.712402
	Iteration 59Q: 3 clusters Score -1078566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1078566.500000 Penalty: 2988.712402
	Iteration 60F: 3 clusters Score -1078566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1078567.375000 Penalty: 2988.712402
	Iteration 61Q: 3 clusters Score -1078567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1078569.500000 Penalty: 2988.712402
	Iteration 62Q: 3 clusters Score -1078570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1078570.875000 Penalty: 2988.712402
	Iteration 63Q: 3 clusters Score -1078571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1078575.250000 Penalty: 2988.712402
	Iteration 64Q: 3 clusters Score -1078575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1078578.750000 Penalty: 2988.712402
	Iteration 65Q: 3 clusters Score -1078579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1078581.750000 Penalty: 2988.712402
	Iteration 66Q: 3 clusters Score -1078582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1078581.500000 Penalty: 2988.712402
	Iteration 67Q: 3 clusters Score -1078582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1078582.250000 Penalty: 2988.712402
	Iteration 68Q: 3 clusters Score -1078582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1078589.125000 Penalty: 2988.712402
	Iteration 69Q: 3 clusters Score -1078589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1078590.125000 Penalty: 2988.712402
	Iteration 70Q: 3 clusters Score -1078590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1078590.000000 Penalty: 2988.712402
	Iteration 71Q: 3 clusters Score -1078590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1078591.250000 Penalty: 2988.712402
	Iteration 72Q: 3 clusters Score -1078591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1078590.750000 Penalty: 2988.712402
	Iteration 73Q: 3 clusters Score -1078591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1078589.125000 Penalty: 2988.712402
	Iteration 74Q: 3 clusters Score -1078589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1078590.125000 Penalty: 2988.712402
	Iteration 75Q: 3 clusters Score -1078590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1078590.125000 Penalty: 2988.712402
	Iteration 76F: 3 clusters Score -1078590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -627888.875000 Penalty: 1407.093872
	Iteration 0F: 2 clusters Score -627888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -623440.687500 Penalty: 2814.187744
	Iteration 0F: 3 clusters Score -623440.7 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -624683.750000 Penalty: 2814.187744
	Iteration 1F: 3 clusters Score -624683.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -624858.562500 Penalty: 2814.187744
	Iteration 2F: 3 clusters Score -624858.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -624967.375000 Penalty: 2814.187744
	Iteration 3Q: 3 clusters Score -624967.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -625055.187500 Penalty: 2814.187744
	Iteration 4Q: 3 clusters Score -625055.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -625155.687500 Penalty: 2814.187744
	Iteration 5Q: 3 clusters Score -625155.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -625234.562500 Penalty: 2814.187744
	Iteration 6Q: 3 clusters Score -625234.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -625301.187500 Penalty: 2814.187744
	Iteration 7Q: 3 clusters Score -625301.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -625365.187500 Penalty: 2814.187744
	Iteration 8Q: 3 clusters Score -625365.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -625445.687500 Penalty: 2814.187744
	Iteration 9Q: 3 clusters Score -625445.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -625523.000000 Penalty: 2814.187744
	Iteration 10Q: 3 clusters Score -625523 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -625607.187500 Penalty: 2814.187744
	Iteration 11Q: 3 clusters Score -625607.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -625698.812500 Penalty: 2814.187744
	Iteration 12Q: 3 clusters Score -625698.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -625787.687500 Penalty: 2814.187744
	Iteration 13Q: 3 clusters Score -625787.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -625862.437500 Penalty: 2814.187744
	Iteration 14Q: 3 clusters Score -625862.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -625930.875000 Penalty: 2814.187744
	Iteration 15Q: 3 clusters Score -625930.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -626003.812500 Penalty: 2814.187744
	Iteration 16Q: 3 clusters Score -626003.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -626078.062500 Penalty: 2814.187744
	Iteration 17Q: 3 clusters Score -626078.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -626150.937500 Penalty: 2814.187744
	Iteration 18Q: 3 clusters Score -626150.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -626219.312500 Penalty: 2814.187744
	Iteration 19Q: 3 clusters Score -626219.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -626298.437500 Penalty: 2814.187744
	Iteration 20F: 3 clusters Score -626298.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -626361.937500 Penalty: 2814.187744
	Iteration 21Q: 3 clusters Score -626361.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -626408.937500 Penalty: 2814.187744
	Iteration 22Q: 3 clusters Score -626408.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -626432.875000 Penalty: 2814.187744
	Iteration 23Q: 3 clusters Score -626432.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -626467.125000 Penalty: 2814.187744
	Iteration 24Q: 3 clusters Score -626467.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -626493.062500 Penalty: 2814.187744
	Iteration 25Q: 3 clusters Score -626493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -626517.687500 Penalty: 2814.187744
	Iteration 26Q: 3 clusters Score -626517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -626531.437500 Penalty: 2814.187744
	Iteration 27Q: 3 clusters Score -626531.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -626543.062500 Penalty: 2814.187744
	Iteration 28Q: 3 clusters Score -626543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -626552.937500 Penalty: 2814.187744
	Iteration 29Q: 3 clusters Score -626552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -626558.562500 Penalty: 2814.187744
	Iteration 30Q: 3 clusters Score -626558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -626562.687500 Penalty: 2814.187744
	Iteration 31Q: 3 clusters Score -626562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -626567.250000 Penalty: 2814.187744
	Iteration 32Q: 3 clusters Score -626567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -626573.812500 Penalty: 2814.187744
	Iteration 33Q: 3 clusters Score -626573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -626577.750000 Penalty: 2814.187744
	Iteration 34Q: 3 clusters Score -626577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -626583.687500 Penalty: 2814.187744
	Iteration 35Q: 3 clusters Score -626583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -626589.187500 Penalty: 2814.187744
	Iteration 36Q: 3 clusters Score -626589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -626592.812500 Penalty: 2814.187744
	Iteration 37Q: 3 clusters Score -626592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -626597.687500 Penalty: 2814.187744
	Iteration 38Q: 3 clusters Score -626597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -626604.562500 Penalty: 2814.187744
	Iteration 39Q: 3 clusters Score -626604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -626604.937500 Penalty: 2814.187744
	Iteration 40F: 3 clusters Score -626604.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -268825.281250 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -268825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -266379.531250 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -266379.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -266938.781250 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -266938.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -267043.125000 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -267043.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -267101.718750 Penalty: 2550.649658
	Iteration 3Q: 3 clusters Score -267101.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -267149.312500 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -267149.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -267186.562500 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -267186.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -267212.062500 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -267212.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267230.906250 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -267230.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267244.875000 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -267244.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -267256.750000 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -267256.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267270.687500 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -267270.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -267289.250000 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -267289.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -267300.562500 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -267300.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -267308.093750 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -267308.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267313.406250 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -267313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267320.812500 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -267320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -267326.500000 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -267326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267330.375000 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -267330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267333.906250 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -267333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267336.718750 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -267336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267338.500000 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -267338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267341.250000 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -267341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267342.906250 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -267342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267345.437500 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -267345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267348.156250 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -267348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267349.593750 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -267349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -267352.656250 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -267352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267356.156250 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -267356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -267359.187500 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -267359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -267361.000000 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -267361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -267363.968750 Penalty: 2550.649658
	Iteration 30Q: 3 clusters Score -267364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267366.781250 Penalty: 2550.649658
	Iteration 31Q: 3 clusters Score -267366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -267368.625000 Penalty: 2550.649658
	Iteration 32Q: 3 clusters Score -267368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267370.343750 Penalty: 2550.649658
	Iteration 33Q: 3 clusters Score -267370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267372.468750 Penalty: 2550.649658
	Iteration 34Q: 3 clusters Score -267372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -267373.031250 Penalty: 2550.649658
	Iteration 35Q: 3 clusters Score -267373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267373.312500 Penalty: 2550.649658
	Iteration 36Q: 3 clusters Score -267373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267373.312500 Penalty: 2550.649658
	Iteration 37F: 3 clusters Score -267373.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -1379491.625000 Penalty: 1540.968506
	Iteration 0F: 2 clusters Score -1379492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1370302.875000 Penalty: 3081.937012
	Iteration 0F: 3 clusters Score -1370303 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1373555.750000 Penalty: 3081.937012
	Iteration 1F: 3 clusters Score -1373556 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1373890.250000 Penalty: 3081.937012
	Iteration 2F: 3 clusters Score -1373890 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1374195.625000 Penalty: 3081.937012
	Iteration 3F: 3 clusters Score -1374196 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1374468.250000 Penalty: 3081.937012
	Iteration 4Q: 3 clusters Score -1374468 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1374755.250000 Penalty: 3081.937012
	Iteration 5Q: 3 clusters Score -1374755 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1375044.500000 Penalty: 3081.937012
	Iteration 6Q: 3 clusters Score -1375044 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1375351.750000 Penalty: 3081.937012
	Iteration 7Q: 3 clusters Score -1375352 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1375604.750000 Penalty: 3081.937012
	Iteration 8Q: 3 clusters Score -1375605 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1375853.750000 Penalty: 3081.937012
	Iteration 9Q: 3 clusters Score -1375854 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1376059.500000 Penalty: 3081.937012
	Iteration 10Q: 3 clusters Score -1376060 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1376223.500000 Penalty: 3081.937012
	Iteration 11Q: 3 clusters Score -1376224 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1376369.875000 Penalty: 3081.937012
	Iteration 12Q: 3 clusters Score -1376370 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1376503.250000 Penalty: 3081.937012
	Iteration 13Q: 3 clusters Score -1376503 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1376601.750000 Penalty: 3081.937012
	Iteration 14Q: 3 clusters Score -1376602 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1376678.250000 Penalty: 3081.937012
	Iteration 15Q: 3 clusters Score -1376678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1376750.000000 Penalty: 3081.937012
	Iteration 16Q: 3 clusters Score -1376750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1376816.500000 Penalty: 3081.937012
	Iteration 17Q: 3 clusters Score -1376816 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1376866.500000 Penalty: 3081.937012
	Iteration 18Q: 3 clusters Score -1376866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1376911.625000 Penalty: 3081.937012
	Iteration 19Q: 3 clusters Score -1376912 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1376951.250000 Penalty: 3081.937012
	Iteration 20F: 3 clusters Score -1376951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1376992.375000 Penalty: 3081.937012
	Iteration 21Q: 3 clusters Score -1376992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1377043.250000 Penalty: 3081.937012
	Iteration 22Q: 3 clusters Score -1377043 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1377100.000000 Penalty: 3081.937012
	Iteration 23Q: 3 clusters Score -1377100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1377163.125000 Penalty: 3081.937012
	Iteration 24Q: 3 clusters Score -1377163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1377220.000000 Penalty: 3081.937012
	Iteration 25Q: 3 clusters Score -1377220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1377288.500000 Penalty: 3081.937012
	Iteration 26Q: 3 clusters Score -1377288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1377382.875000 Penalty: 3081.937012
	Iteration 27Q: 3 clusters Score -1377383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1377470.375000 Penalty: 3081.937012
	Iteration 28Q: 3 clusters Score -1377470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1377550.750000 Penalty: 3081.937012
	Iteration 29Q: 3 clusters Score -1377551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1377601.250000 Penalty: 3081.937012
	Iteration 30Q: 3 clusters Score -1377601 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1377650.875000 Penalty: 3081.937012
	Iteration 31Q: 3 clusters Score -1377651 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1377706.250000 Penalty: 3081.937012
	Iteration 32Q: 3 clusters Score -1377706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1377751.375000 Penalty: 3081.937012
	Iteration 33Q: 3 clusters Score -1377751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1377781.625000 Penalty: 3081.937012
	Iteration 34Q: 3 clusters Score -1377782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1377805.625000 Penalty: 3081.937012
	Iteration 35Q: 3 clusters Score -1377806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1377831.875000 Penalty: 3081.937012
	Iteration 36Q: 3 clusters Score -1377832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1377854.750000 Penalty: 3081.937012
	Iteration 37Q: 3 clusters Score -1377855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1377881.375000 Penalty: 3081.937012
	Iteration 38Q: 3 clusters Score -1377881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1377912.750000 Penalty: 3081.937012
	Iteration 39Q: 3 clusters Score -1377913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1377932.125000 Penalty: 3081.937012
	Iteration 40F: 3 clusters Score -1377932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1377962.500000 Penalty: 3081.937012
	Iteration 41Q: 3 clusters Score -1377962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1377987.125000 Penalty: 3081.937012
	Iteration 42Q: 3 clusters Score -1377987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1378022.875000 Penalty: 3081.937012
	Iteration 43Q: 3 clusters Score -1378023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1378058.250000 Penalty: 3081.937012
	Iteration 44Q: 3 clusters Score -1378058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1378097.750000 Penalty: 3081.937012
	Iteration 45Q: 3 clusters Score -1378098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1378118.875000 Penalty: 3081.937012
	Iteration 46Q: 3 clusters Score -1378119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1378139.375000 Penalty: 3081.937012
	Iteration 47Q: 3 clusters Score -1378139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1378152.875000 Penalty: 3081.937012
	Iteration 48Q: 3 clusters Score -1378153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1378163.250000 Penalty: 3081.937012
	Iteration 49Q: 3 clusters Score -1378163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1378170.875000 Penalty: 3081.937012
	Iteration 50Q: 3 clusters Score -1378171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1378175.500000 Penalty: 3081.937012
	Iteration 51Q: 3 clusters Score -1378176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1378178.500000 Penalty: 3081.937012
	Iteration 52Q: 3 clusters Score -1378178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1378179.500000 Penalty: 3081.937012
	Iteration 53Q: 3 clusters Score -1378180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1378186.500000 Penalty: 3081.937012
	Iteration 54Q: 3 clusters Score -1378186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1378186.000000 Penalty: 3081.937012
	Iteration 55Q: 3 clusters Score -1378186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1378191.875000 Penalty: 3081.937012
	Iteration 56Q: 3 clusters Score -1378192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1378192.875000 Penalty: 3081.937012
	Iteration 57Q: 3 clusters Score -1378193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1378190.250000 Penalty: 3081.937012
	Iteration 58Q: 3 clusters Score -1378190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1378193.750000 Penalty: 3081.937012
	Iteration 59Q: 3 clusters Score -1378194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1378192.000000 Penalty: 3081.937012
	Iteration 60F: 3 clusters Score -1378192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1378191.250000 Penalty: 3081.937012
	Iteration 61Q: 3 clusters Score -1378191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1378191.250000 Penalty: 3081.937012
	Iteration 62Q: 3 clusters Score -1378191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1378192.375000 Penalty: 3081.937012
	Iteration 63Q: 3 clusters Score -1378192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1378194.500000 Penalty: 3081.937012
	Iteration 64Q: 3 clusters Score -1378194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1378194.500000 Penalty: 3081.937012
	Iteration 65F: 3 clusters Score -1378194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -330317.562500 Penalty: 1319.450684
	Iteration 0F: 2 clusters Score -330317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -327368.281250 Penalty: 2638.901367
	Iteration 0F: 3 clusters Score -327368.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -328252.437500 Penalty: 2638.901367
	Iteration 1F: 3 clusters Score -328252.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -328473.843750 Penalty: 2638.901367
	Iteration 2F: 3 clusters Score -328473.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -328602.687500 Penalty: 2638.901367
	Iteration 3F: 3 clusters Score -328602.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -328679.125000 Penalty: 2638.901367
	Iteration 4Q: 3 clusters Score -328679.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -328736.218750 Penalty: 2638.901367
	Iteration 5Q: 3 clusters Score -328736.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -328786.562500 Penalty: 2638.901367
	Iteration 6Q: 3 clusters Score -328786.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -328834.812500 Penalty: 2638.901367
	Iteration 7Q: 3 clusters Score -328834.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328865.281250 Penalty: 2638.901367
	Iteration 8Q: 3 clusters Score -328865.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -328891.906250 Penalty: 2638.901367
	Iteration 9Q: 3 clusters Score -328891.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -328914.125000 Penalty: 2638.901367
	Iteration 10Q: 3 clusters Score -328914.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -328936.281250 Penalty: 2638.901367
	Iteration 11Q: 3 clusters Score -328936.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -328950.906250 Penalty: 2638.901367
	Iteration 12Q: 3 clusters Score -328950.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -328965.968750 Penalty: 2638.901367
	Iteration 13Q: 3 clusters Score -328966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -328990.000000 Penalty: 2638.901367
	Iteration 14Q: 3 clusters Score -328990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -329015.156250 Penalty: 2638.901367
	Iteration 15Q: 3 clusters Score -329015.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -329036.343750 Penalty: 2638.901367
	Iteration 16Q: 3 clusters Score -329036.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -329054.531250 Penalty: 2638.901367
	Iteration 17Q: 3 clusters Score -329054.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -329071.500000 Penalty: 2638.901367
	Iteration 18Q: 3 clusters Score -329071.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -329096.281250 Penalty: 2638.901367
	Iteration 19Q: 3 clusters Score -329096.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -329112.468750 Penalty: 2638.901367
	Iteration 20F: 3 clusters Score -329112.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -329134.562500 Penalty: 2638.901367
	Iteration 21Q: 3 clusters Score -329134.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -329154.843750 Penalty: 2638.901367
	Iteration 22Q: 3 clusters Score -329154.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -329182.000000 Penalty: 2638.901367
	Iteration 23Q: 3 clusters Score -329182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -329208.031250 Penalty: 2638.901367
	Iteration 24Q: 3 clusters Score -329208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -329253.906250 Penalty: 2638.901367
	Iteration 25Q: 3 clusters Score -329253.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329311.500000 Penalty: 2638.901367
	Iteration 26Q: 3 clusters Score -329311.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -329378.281250 Penalty: 2638.901367
	Iteration 27Q: 3 clusters Score -329378.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -329453.562500 Penalty: 2638.901367
	Iteration 28Q: 3 clusters Score -329453.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -329525.687500 Penalty: 2638.901367
	Iteration 29Q: 3 clusters Score -329525.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -329567.593750 Penalty: 2638.901367
	Iteration 30Q: 3 clusters Score -329567.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -329594.062500 Penalty: 2638.901367
	Iteration 31Q: 3 clusters Score -329594.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -329613.625000 Penalty: 2638.901367
	Iteration 32Q: 3 clusters Score -329613.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -329628.968750 Penalty: 2638.901367
	Iteration 33Q: 3 clusters Score -329629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -329635.437500 Penalty: 2638.901367
	Iteration 34Q: 3 clusters Score -329635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329639.687500 Penalty: 2638.901367
	Iteration 35Q: 3 clusters Score -329639.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -329644.406250 Penalty: 2638.901367
	Iteration 36Q: 3 clusters Score -329644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -329649.625000 Penalty: 2638.901367
	Iteration 37Q: 3 clusters Score -329649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -329656.062500 Penalty: 2638.901367
	Iteration 38Q: 3 clusters Score -329656.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329661.093750 Penalty: 2638.901367
	Iteration 39Q: 3 clusters Score -329661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -329671.562500 Penalty: 2638.901367
	Iteration 40F: 3 clusters Score -329671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -329675.906250 Penalty: 2638.901367
	Iteration 41Q: 3 clusters Score -329675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -329677.625000 Penalty: 2638.901367
	Iteration 42Q: 3 clusters Score -329677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -329678.375000 Penalty: 2638.901367
	Iteration 43Q: 3 clusters Score -329678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -329679.093750 Penalty: 2638.901367
	Iteration 44Q: 3 clusters Score -329679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329679.906250 Penalty: 2638.901367
	Iteration 45Q: 3 clusters Score -329679.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329679.906250 Penalty: 2638.901367
	Iteration 46F: 3 clusters Score -329679.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Entering Unmasked Estep 
Score: -1419800.875000 Penalty: 1539.614258
	Iteration 0F: 2 clusters Score -1419801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1410745.875000 Penalty: 3079.228516
	Iteration 0F: 3 clusters Score -1410746 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1413809.500000 Penalty: 3079.228516
	Iteration 1F: 3 clusters Score -1413810 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1414162.625000 Penalty: 3079.228516
	Iteration 2F: 3 clusters Score -1414163 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1414573.250000 Penalty: 3079.228516
	Iteration 3F: 3 clusters Score -1414573 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1415001.625000 Penalty: 3079.228516
	Iteration 4F: 3 clusters Score -1415002 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1415524.750000 Penalty: 3079.228516
	Iteration 5F: 3 clusters Score -1415525 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1416136.625000 Penalty: 3079.228516
	Iteration 6F: 3 clusters Score -1416137 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1416816.750000 Penalty: 3079.228516
	Iteration 7F: 3 clusters Score -1416817 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1417340.500000 Penalty: 3079.228516
	Iteration 8F: 3 clusters Score -1417340 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1417637.875000 Penalty: 3079.228516
	Iteration 9Q: 3 clusters Score -1417638 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1417800.875000 Penalty: 3079.228516
	Iteration 10Q: 3 clusters Score -1417801 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1417911.500000 Penalty: 3079.228516
	Iteration 11Q: 3 clusters Score -1417912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1417999.500000 Penalty: 3079.228516
	Iteration 12Q: 3 clusters Score -1418000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1418070.125000 Penalty: 3079.228516
	Iteration 13Q: 3 clusters Score -1418070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1418133.500000 Penalty: 3079.228516
	Iteration 14Q: 3 clusters Score -1418134 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1418205.375000 Penalty: 3079.228516
	Iteration 15Q: 3 clusters Score -1418205 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1418264.250000 Penalty: 3079.228516
	Iteration 16Q: 3 clusters Score -1418264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1418313.375000 Penalty: 3079.228516
	Iteration 17Q: 3 clusters Score -1418313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1418359.125000 Penalty: 3079.228516
	Iteration 18Q: 3 clusters Score -1418359 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1418400.000000 Penalty: 3079.228516
	Iteration 19Q: 3 clusters Score -1418400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1418442.250000 Penalty: 3079.228516
	Iteration 20F: 3 clusters Score -1418442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1418469.500000 Penalty: 3079.228516
	Iteration 21Q: 3 clusters Score -1418470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1418491.250000 Penalty: 3079.228516
	Iteration 22Q: 3 clusters Score -1418491 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1418519.750000 Penalty: 3079.228516
	Iteration 23Q: 3 clusters Score -1418520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1418548.500000 Penalty: 3079.228516
	Iteration 24Q: 3 clusters Score -1418548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1418583.750000 Penalty: 3079.228516
	Iteration 25Q: 3 clusters Score -1418584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1418604.625000 Penalty: 3079.228516
	Iteration 26Q: 3 clusters Score -1418605 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1418629.375000 Penalty: 3079.228516
	Iteration 27Q: 3 clusters Score -1418629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1418665.500000 Penalty: 3079.228516
	Iteration 28Q: 3 clusters Score -1418666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1418702.250000 Penalty: 3079.228516
	Iteration 29Q: 3 clusters Score -1418702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1418737.000000 Penalty: 3079.228516
	Iteration 30Q: 3 clusters Score -1418737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1418764.625000 Penalty: 3079.228516
	Iteration 31Q: 3 clusters Score -1418765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1418791.250000 Penalty: 3079.228516
	Iteration 32Q: 3 clusters Score -1418791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1418816.250000 Penalty: 3079.228516
	Iteration 33Q: 3 clusters Score -1418816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1418842.500000 Penalty: 3079.228516
	Iteration 34Q: 3 clusters Score -1418842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1418852.750000 Penalty: 3079.228516
	Iteration 35Q: 3 clusters Score -1418853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1418864.125000 Penalty: 3079.228516
	Iteration 36Q: 3 clusters Score -1418864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1418875.125000 Penalty: 3079.228516
	Iteration 37Q: 3 clusters Score -1418875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1418887.250000 Penalty: 3079.228516
	Iteration 38Q: 3 clusters Score -1418887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1418901.625000 Penalty: 3079.228516
	Iteration 39Q: 3 clusters Score -1418902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1418912.000000 Penalty: 3079.228516
	Iteration 40F: 3 clusters Score -1418912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1418919.000000 Penalty: 3079.228516
	Iteration 41Q: 3 clusters Score -1418919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1418929.000000 Penalty: 3079.228516
	Iteration 42Q: 3 clusters Score -1418929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1418935.125000 Penalty: 3079.228516
	Iteration 43Q: 3 clusters Score -1418935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1418940.625000 Penalty: 3079.228516
	Iteration 44Q: 3 clusters Score -1418941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1418943.125000 Penalty: 3079.228516
	Iteration 45Q: 3 clusters Score -1418943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1418950.500000 Penalty: 3079.228516
	Iteration 46Q: 3 clusters Score -1418950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1418954.375000 Penalty: 3079.228516
	Iteration 47Q: 3 clusters Score -1418954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1418966.375000 Penalty: 3079.228516
	Iteration 48Q: 3 clusters Score -1418966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1418974.500000 Penalty: 3079.228516
	Iteration 49Q: 3 clusters Score -1418974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1418988.000000 Penalty: 3079.228516
	Iteration 50Q: 3 clusters Score -1418988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1418993.125000 Penalty: 3079.228516
	Iteration 51Q: 3 clusters Score -1418993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1419001.625000 Penalty: 3079.228516
	Iteration 52Q: 3 clusters Score -1419002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1419006.875000 Penalty: 3079.228516
	Iteration 53Q: 3 clusters Score -1419007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1419016.125000 Penalty: 3079.228516
	Iteration 54Q: 3 clusters Score -1419016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1419020.375000 Penalty: 3079.228516
	Iteration 55Q: 3 clusters Score -1419020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1419023.125000 Penalty: 3079.228516
	Iteration 56Q: 3 clusters Score -1419023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1419021.875000 Penalty: 3079.228516
	Iteration 57Q: 3 clusters Score -1419022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1419026.000000 Penalty: 3079.228516
	Iteration 58Q: 3 clusters Score -1419026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1419028.375000 Penalty: 3079.228516
	Iteration 59Q: 3 clusters Score -1419028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1419029.000000 Penalty: 3079.228516
	Iteration 60F: 3 clusters Score -1419029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1419029.500000 Penalty: 3079.228516
	Iteration 61Q: 3 clusters Score -1419030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1419032.750000 Penalty: 3079.228516
	Iteration 62Q: 3 clusters Score -1419033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1419032.000000 Penalty: 3079.228516
	Iteration 63Q: 3 clusters Score -1419032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1419033.875000 Penalty: 3079.228516
	Iteration 64Q: 3 clusters Score -1419034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1419033.875000 Penalty: 3079.228516
	Iteration 65F: 3 clusters Score -1419034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Entering Unmasked Estep 
Score: -1986958.625000 Penalty: 1593.794678
	Iteration 0F: 2 clusters Score -1986959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1974535.625000 Penalty: 3187.589355
	Iteration 0F: 3 clusters Score -1974536 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1979117.625000 Penalty: 3187.589355
	Iteration 1F: 3 clusters Score -1979118 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1979366.625000 Penalty: 3187.589355
	Iteration 2Q: 3 clusters Score -1979367 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1979573.375000 Penalty: 3187.589355
	Iteration 3Q: 3 clusters Score -1979573 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1979789.625000 Penalty: 3187.589355
	Iteration 4Q: 3 clusters Score -1979790 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1979993.500000 Penalty: 3187.589355
	Iteration 5Q: 3 clusters Score -1979994 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1980208.000000 Penalty: 3187.589355
	Iteration 6Q: 3 clusters Score -1980208 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1980437.625000 Penalty: 3187.589355
	Iteration 7Q: 3 clusters Score -1980438 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1980741.875000 Penalty: 3187.589355
	Iteration 8Q: 3 clusters Score -1980742 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1981124.750000 Penalty: 3187.589355
	Iteration 9Q: 3 clusters Score -1981125 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1981599.250000 Penalty: 3187.589355
	Iteration 10Q: 3 clusters Score -1981599 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1982163.125000 Penalty: 3187.589355
	Iteration 11Q: 3 clusters Score -1982163 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1982762.375000 Penalty: 3187.589355
	Iteration 12Q: 3 clusters Score -1982762 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1983308.875000 Penalty: 3187.589355
	Iteration 13Q: 3 clusters Score -1983309 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1983737.500000 Penalty: 3187.589355
	Iteration 14Q: 3 clusters Score -1983738 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1984037.625000 Penalty: 3187.589355
	Iteration 15Q: 3 clusters Score -1984038 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1984258.625000 Penalty: 3187.589355
	Iteration 16Q: 3 clusters Score -1984259 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1984413.875000 Penalty: 3187.589355
	Iteration 17Q: 3 clusters Score -1984414 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1984556.000000 Penalty: 3187.589355
	Iteration 18Q: 3 clusters Score -1984556 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1984669.750000 Penalty: 3187.589355
	Iteration 19Q: 3 clusters Score -1984670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1984746.625000 Penalty: 3187.589355
	Iteration 20F: 3 clusters Score -1984747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1984828.875000 Penalty: 3187.589355
	Iteration 21Q: 3 clusters Score -1984829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1984912.000000 Penalty: 3187.589355
	Iteration 22Q: 3 clusters Score -1984912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1984987.500000 Penalty: 3187.589355
	Iteration 23Q: 3 clusters Score -1984988 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1985092.000000 Penalty: 3187.589355
	Iteration 24Q: 3 clusters Score -1985092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1985162.875000 Penalty: 3187.589355
	Iteration 25Q: 3 clusters Score -1985163 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1985238.250000 Penalty: 3187.589355
	Iteration 26Q: 3 clusters Score -1985238 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1985316.500000 Penalty: 3187.589355
	Iteration 27Q: 3 clusters Score -1985316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1985375.000000 Penalty: 3187.589355
	Iteration 28Q: 3 clusters Score -1985375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1985411.875000 Penalty: 3187.589355
	Iteration 29Q: 3 clusters Score -1985412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1985442.000000 Penalty: 3187.589355
	Iteration 30Q: 3 clusters Score -1985442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1985463.375000 Penalty: 3187.589355
	Iteration 31Q: 3 clusters Score -1985463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1985483.000000 Penalty: 3187.589355
	Iteration 32Q: 3 clusters Score -1985483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1985500.000000 Penalty: 3187.589355
	Iteration 33Q: 3 clusters Score -1985500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1985520.875000 Penalty: 3187.589355
	Iteration 34Q: 3 clusters Score -1985521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1985540.250000 Penalty: 3187.589355
	Iteration 35Q: 3 clusters Score -1985540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1985558.375000 Penalty: 3187.589355
	Iteration 36Q: 3 clusters Score -1985558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1985569.875000 Penalty: 3187.589355
	Iteration 37Q: 3 clusters Score -1985570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1985581.750000 Penalty: 3187.589355
	Iteration 38Q: 3 clusters Score -1985582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1985591.000000 Penalty: 3187.589355
	Iteration 39Q: 3 clusters Score -1985591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1985604.125000 Penalty: 3187.589355
	Iteration 40F: 3 clusters Score -1985604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1985611.125000 Penalty: 3187.589355
	Iteration 41Q: 3 clusters Score -1985611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1985616.875000 Penalty: 3187.589355
	Iteration 42Q: 3 clusters Score -1985617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1985623.875000 Penalty: 3187.589355
	Iteration 43Q: 3 clusters Score -1985624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1985627.500000 Penalty: 3187.589355
	Iteration 44Q: 3 clusters Score -1985628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1985633.250000 Penalty: 3187.589355
	Iteration 45Q: 3 clusters Score -1985633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1985639.000000 Penalty: 3187.589355
	Iteration 46Q: 3 clusters Score -1985639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1985644.000000 Penalty: 3187.589355
	Iteration 47Q: 3 clusters Score -1985644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1985650.500000 Penalty: 3187.589355
	Iteration 48Q: 3 clusters Score -1985650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1985655.500000 Penalty: 3187.589355
	Iteration 49Q: 3 clusters Score -1985656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1985658.750000 Penalty: 3187.589355
	Iteration 50Q: 3 clusters Score -1985659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1985661.500000 Penalty: 3187.589355
	Iteration 51Q: 3 clusters Score -1985662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1985663.500000 Penalty: 3187.589355
	Iteration 52Q: 3 clusters Score -1985664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1985663.375000 Penalty: 3187.589355
	Iteration 53Q: 3 clusters Score -1985663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1985663.375000 Penalty: 3187.589355
	Iteration 54F: 3 clusters Score -1985663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -359469.031250 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -359469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -356507.406250 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -356507.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357263.437500 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -357263.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -357419.812500 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -357419.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -357572.625000 Penalty: 2647.586426
	Iteration 3F: 3 clusters Score -357572.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -357713.218750 Penalty: 2647.586426
	Iteration 4F: 3 clusters Score -357713.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -357817.656250 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -357817.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -357920.250000 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -357920.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -358003.125000 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -358003.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -358108.875000 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -358108.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -358204.125000 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -358204.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -358286.875000 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -358286.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -358373.906250 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -358373.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -358483.437500 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -358483.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -358555.593750 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -358555.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -358618.187500 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -358618.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -358664.406250 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -358664.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -358690.593750 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -358690.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -358712.093750 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -358712.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -358732.593750 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -358732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -358752.062500 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -358752.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -358784.781250 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -358784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -358806.875000 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -358806.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -358816.718750 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -358816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -358825.437500 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -358825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -358829.281250 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -358829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -358836.562500 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -358836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -358844.625000 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -358844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -358849.406250 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -358849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -358856.593750 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -358856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -358863.531250 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -358863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -358863.687500 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -358863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -358864.375000 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -358864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -358865.031250 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -358865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -358865.031250 Penalty: 2647.586426
	Iteration 33F: 3 clusters Score -358865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -156331.718750 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -156331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -154547.625000 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -154547.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -154890.500000 Penalty: 2375.493896
	Iteration 1F: 3 clusters Score -154890.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154979.171875 Penalty: 2375.493896
	Iteration 2F: 3 clusters Score -154979.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155031.968750 Penalty: 2375.493896
	Iteration 3Q: 3 clusters Score -155032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -155068.468750 Penalty: 2375.493896
	Iteration 4Q: 3 clusters Score -155068.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155091.968750 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -155092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -155112.593750 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -155112.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -155135.859375 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -155135.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155161.296875 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -155161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -155175.859375 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -155175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155187.500000 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -155187.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155193.203125 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -155193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155197.046875 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -155197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155199.312500 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -155199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155201.484375 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -155201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155203.171875 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -155203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155206.812500 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -155206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155212.687500 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -155212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155217.031250 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -155217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155223.765625 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -155223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -155228.906250 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -155228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -155234.000000 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -155234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -155243.875000 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -155243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -155248.156250 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -155248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155251.765625 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -155251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155256.000000 Penalty: 2375.493896
	Iteration 25Q: 3 clusters Score -155256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -155256.343750 Penalty: 2375.493896
	Iteration 26Q: 3 clusters Score -155256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -155256.343750 Penalty: 2375.493896
	Iteration 27F: 3 clusters Score -155256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Entering Unmasked Estep 
Score: -4500681.500000 Penalty: 1727.370483
	Iteration 0F: 2 clusters Score -4500682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4472875.000000 Penalty: 3454.740967
	Iteration 0F: 3 clusters Score -4472875 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4483731.500000 Penalty: 3454.740967
	Iteration 1F: 3 clusters Score -4483732 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4484276.000000 Penalty: 3454.740967
	Iteration 2Q: 3 clusters Score -4484276 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4485010.500000 Penalty: 3454.740967
	Iteration 3Q: 3 clusters Score -4485010 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4486052.000000 Penalty: 3454.740967
	Iteration 4F: 3 clusters Score -4486052 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4487645.000000 Penalty: 3454.740967
	Iteration 5F: 3 clusters Score -4487645 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4489926.500000 Penalty: 3454.740967
	Iteration 6F: 3 clusters Score -4489926 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4492643.500000 Penalty: 3454.740967
	Iteration 7F: 3 clusters Score -4492644 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4495073.000000 Penalty: 3454.740967
	Iteration 8F: 3 clusters Score -4495073 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4496525.500000 Penalty: 3454.740967
	Iteration 9Q: 3 clusters Score -4496526 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4497137.000000 Penalty: 3454.740967
	Iteration 10Q: 3 clusters Score -4497137 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4497365.000000 Penalty: 3454.740967
	Iteration 11Q: 3 clusters Score -4497365 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4497547.000000 Penalty: 3454.740967
	Iteration 12Q: 3 clusters Score -4497547 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4497660.000000 Penalty: 3454.740967
	Iteration 13Q: 3 clusters Score -4497660 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4497817.500000 Penalty: 3454.740967
	Iteration 14Q: 3 clusters Score -4497818 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4497919.500000 Penalty: 3454.740967
	Iteration 15Q: 3 clusters Score -4497920 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4498029.500000 Penalty: 3454.740967
	Iteration 16Q: 3 clusters Score -4498030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4498142.500000 Penalty: 3454.740967
	Iteration 17Q: 3 clusters Score -4498142 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4498247.500000 Penalty: 3454.740967
	Iteration 18Q: 3 clusters Score -4498248 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4498338.500000 Penalty: 3454.740967
	Iteration 19Q: 3 clusters Score -4498338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4498436.000000 Penalty: 3454.740967
	Iteration 20F: 3 clusters Score -4498436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4498516.500000 Penalty: 3454.740967
	Iteration 21Q: 3 clusters Score -4498516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4498601.500000 Penalty: 3454.740967
	Iteration 22Q: 3 clusters Score -4498602 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4498669.500000 Penalty: 3454.740967
	Iteration 23Q: 3 clusters Score -4498670 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4498740.000000 Penalty: 3454.740967
	Iteration 24Q: 3 clusters Score -4498740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4498787.000000 Penalty: 3454.740967
	Iteration 25Q: 3 clusters Score -4498787 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4498848.000000 Penalty: 3454.740967
	Iteration 26Q: 3 clusters Score -4498848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4498895.500000 Penalty: 3454.740967
	Iteration 27Q: 3 clusters Score -4498896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4498937.000000 Penalty: 3454.740967
	Iteration 28Q: 3 clusters Score -4498937 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -4498963.000000 Penalty: 3454.740967
	Iteration 29Q: 3 clusters Score -4498963 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4499001.500000 Penalty: 3454.740967
	Iteration 30Q: 3 clusters Score -4499002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4499042.000000 Penalty: 3454.740967
	Iteration 31Q: 3 clusters Score -4499042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -4499081.500000 Penalty: 3454.740967
	Iteration 32Q: 3 clusters Score -4499082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4499101.500000 Penalty: 3454.740967
	Iteration 33Q: 3 clusters Score -4499102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4499136.500000 Penalty: 3454.740967
	Iteration 34Q: 3 clusters Score -4499136 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4499158.500000 Penalty: 3454.740967
	Iteration 35Q: 3 clusters Score -4499158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -4499192.000000 Penalty: 3454.740967
	Iteration 36Q: 3 clusters Score -4499192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4499231.000000 Penalty: 3454.740967
	Iteration 37Q: 3 clusters Score -4499231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -4499271.500000 Penalty: 3454.740967
	Iteration 38Q: 3 clusters Score -4499272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -4499299.000000 Penalty: 3454.740967
	Iteration 39Q: 3 clusters Score -4499299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4499314.500000 Penalty: 3454.740967
	Iteration 40F: 3 clusters Score -4499314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4499334.500000 Penalty: 3454.740967
	Iteration 41Q: 3 clusters Score -4499334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4499345.500000 Penalty: 3454.740967
	Iteration 42Q: 3 clusters Score -4499346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4499347.500000 Penalty: 3454.740967
	Iteration 43Q: 3 clusters Score -4499348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4499357.000000 Penalty: 3454.740967
	Iteration 44Q: 3 clusters Score -4499357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4499351.500000 Penalty: 3454.740967
	Iteration 45Q: 3 clusters Score -4499352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4499350.000000 Penalty: 3454.740967
	Iteration 46Q: 3 clusters Score -4499350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -4499362.500000 Penalty: 3454.740967
	Iteration 47Q: 3 clusters Score -4499362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4499367.000000 Penalty: 3454.740967
	Iteration 48Q: 3 clusters Score -4499367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4499373.500000 Penalty: 3454.740967
	Iteration 49Q: 3 clusters Score -4499374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -4499374.000000 Penalty: 3454.740967
	Iteration 50Q: 3 clusters Score -4499374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4499369.000000 Penalty: 3454.740967
	Iteration 51Q: 3 clusters Score -4499369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4499373.500000 Penalty: 3454.740967
	Iteration 52Q: 3 clusters Score -4499374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -4499380.000000 Penalty: 3454.740967
	Iteration 53Q: 3 clusters Score -4499380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -4499382.000000 Penalty: 3454.740967
	Iteration 54Q: 3 clusters Score -4499382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -4499385.000000 Penalty: 3454.740967
	Iteration 55Q: 3 clusters Score -4499385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -4499381.000000 Penalty: 3454.740967
	Iteration 56Q: 3 clusters Score -4499381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4499373.500000 Penalty: 3454.740967
	Iteration 57Q: 3 clusters Score -4499374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4499379.500000 Penalty: 3454.740967
	Iteration 58Q: 3 clusters Score -4499380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -4499388.000000 Penalty: 3454.740967
	Iteration 59Q: 3 clusters Score -4499388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4499388.000000 Penalty: 3454.740967
	Iteration 60F: 3 clusters Score -4499388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4499394.000000 Penalty: 3454.740967
	Iteration 61Q: 3 clusters Score -4499394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4499394.000000 Penalty: 3454.740967
	Iteration 62F: 3 clusters Score -4499394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247644 members 
Mstep: Class 4 contains 51473 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 165961 members 
Mstep: Class 7 contains 163871 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 13133 members 
Mstep: Class 17 contains 3360 members 
Mstep: Class 18 contains 13024 members 
Mstep: Class 19 contains 18178 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480784.000000 Penalty: 48632.378906
Iteration 199Q: 23 clusters Score -8.448078e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247522 members 
Mstep: Class 4 contains 51491 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 165996 members 
Mstep: Class 7 contains 163897 members 
Mstep: Class 8 contains 29988 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 11323 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 13129 members 
Mstep: Class 17 contains 3364 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 18223 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480752.000000 Penalty: 48632.378906
Iteration 200F: 23 clusters Score -8.448075e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247414 members 
Mstep: Class 4 contains 51514 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166023 members 
Mstep: Class 7 contains 163925 members 
Mstep: Class 8 contains 29985 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 11324 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9882 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 13118 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 18258 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480808.000000 Penalty: 48632.378906
Iteration 201Q: 23 clusters Score -8.448081e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247314 members 
Mstep: Class 4 contains 51523 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166058 members 
Mstep: Class 7 contains 163946 members 
Mstep: Class 8 contains 29976 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 11327 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 13114 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 13040 members 
Mstep: Class 19 contains 18288 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480792.000000 Penalty: 48632.378906
Iteration 202Q: 23 clusters Score -8.448079e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247207 members 
Mstep: Class 4 contains 51540 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 166089 members 
Mstep: Class 7 contains 163960 members 
Mstep: Class 8 contains 29971 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 11332 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9899 members 
Mstep: Class 14 contains 5788 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 13112 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 13042 members 
Mstep: Class 19 contains 18330 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 203Q: 23 clusters Score -8.44807e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247111 members 
Mstep: Class 4 contains 51549 members 
Mstep: Class 5 contains 10510 members 
Mstep: Class 6 contains 166129 members 
Mstep: Class 7 contains 163967 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 11334 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9906 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 13105 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 13050 members 
Mstep: Class 19 contains 18367 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480536.000000 Penalty: 48632.378906
Iteration 204Q: 23 clusters Score -8.448054e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 247014 members 
Mstep: Class 4 contains 51557 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 166173 members 
Mstep: Class 7 contains 163981 members 
Mstep: Class 8 contains 29966 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9921 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 13094 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 13051 members 
Mstep: Class 19 contains 18401 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480568.000000 Penalty: 48632.378906
Iteration 205Q: 23 clusters Score -8.448057e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246922 members 
Mstep: Class 4 contains 51558 members 
Mstep: Class 5 contains 10510 members 
Mstep: Class 6 contains 166200 members 
Mstep: Class 7 contains 163988 members 
Mstep: Class 8 contains 29965 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 9937 members 
Mstep: Class 14 contains 5801 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 13086 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 13056 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 206Q: 23 clusters Score -8.44807e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246838 members 
Mstep: Class 4 contains 51566 members 
Mstep: Class 5 contains 10510 members 
Mstep: Class 6 contains 166213 members 
Mstep: Class 7 contains 163988 members 
Mstep: Class 8 contains 29961 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 9948 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 13059 members 
Mstep: Class 19 contains 18489 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 48632.378906
Iteration 207Q: 23 clusters Score -8.448072e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246765 members 
Mstep: Class 4 contains 51569 members 
Mstep: Class 5 contains 10511 members 
Mstep: Class 6 contains 166220 members 
Mstep: Class 7 contains 163985 members 
Mstep: Class 8 contains 29958 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 9964 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 13064 members 
Mstep: Class 19 contains 18537 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 48632.378906
Iteration 208Q: 23 clusters Score -8.448066e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246694 members 
Mstep: Class 4 contains 51574 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166225 members 
Mstep: Class 7 contains 164000 members 
Mstep: Class 8 contains 29955 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 9978 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13066 members 
Mstep: Class 19 contains 18571 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 48632.378906
Iteration 209Q: 23 clusters Score -8.448071e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246644 members 
Mstep: Class 4 contains 51580 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166217 members 
Mstep: Class 7 contains 164002 members 
Mstep: Class 8 contains 29952 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 9989 members 
Mstep: Class 14 contains 5813 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 13072 members 
Mstep: Class 19 contains 18607 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 48632.378906
Iteration 210Q: 23 clusters Score -8.448065e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246578 members 
Mstep: Class 4 contains 51588 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166224 members 
Mstep: Class 7 contains 164016 members 
Mstep: Class 8 contains 29951 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10003 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 48632.378906
Iteration 211Q: 23 clusters Score -8.448062e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246519 members 
Mstep: Class 4 contains 51590 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 166230 members 
Mstep: Class 7 contains 164022 members 
Mstep: Class 8 contains 29947 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10011 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 13089 members 
Mstep: Class 19 contains 18668 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480504.000000 Penalty: 48632.378906
Iteration 212Q: 23 clusters Score -8.44805e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246416 members 
Mstep: Class 4 contains 51597 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166265 members 
Mstep: Class 7 contains 164030 members 
Mstep: Class 8 contains 29943 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10022 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480544.000000 Penalty: 48632.378906
Iteration 213Q: 23 clusters Score -8.448054e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246325 members 
Mstep: Class 4 contains 51606 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166289 members 
Mstep: Class 7 contains 164042 members 
Mstep: Class 8 contains 29942 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11339 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10033 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 18749 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480544.000000 Penalty: 48632.378906
Iteration 214Q: 23 clusters Score -8.448054e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246247 members 
Mstep: Class 4 contains 51614 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166308 members 
Mstep: Class 7 contains 164046 members 
Mstep: Class 8 contains 29938 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10044 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480632.000000 Penalty: 48632.378906
Iteration 215Q: 23 clusters Score -8.448063e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246180 members 
Mstep: Class 4 contains 51615 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166326 members 
Mstep: Class 7 contains 164055 members 
Mstep: Class 8 contains 29935 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 10056 members 
Mstep: Class 14 contains 5822 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13129 members 
Mstep: Class 19 contains 18807 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 48632.378906
Iteration 216Q: 23 clusters Score -8.448071e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246126 members 
Mstep: Class 4 contains 51617 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166333 members 
Mstep: Class 7 contains 164059 members 
Mstep: Class 8 contains 29931 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10073 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 13138 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480728.000000 Penalty: 48632.378906
Iteration 217Q: 23 clusters Score -8.448073e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246054 members 
Mstep: Class 4 contains 51630 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166342 members 
Mstep: Class 7 contains 164077 members 
Mstep: Class 8 contains 29929 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10094 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 13067 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13146 members 
Mstep: Class 19 contains 18850 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 48632.378906
Iteration 218Q: 23 clusters Score -8.448066e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 246006 members 
Mstep: Class 4 contains 51635 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166347 members 
Mstep: Class 7 contains 164088 members 
Mstep: Class 8 contains 29925 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10105 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 13070 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 13152 members 
Mstep: Class 19 contains 18870 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480640.000000 Penalty: 48632.378906
Iteration 219Q: 23 clusters Score -8.448064e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245966 members 
Mstep: Class 4 contains 51648 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166347 members 
Mstep: Class 7 contains 164097 members 
Mstep: Class 8 contains 29922 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 13160 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480776.000000 Penalty: 48632.378906
Iteration 220F: 23 clusters Score -8.448078e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245913 members 
Mstep: Class 4 contains 51673 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166347 members 
Mstep: Class 7 contains 164116 members 
Mstep: Class 8 contains 29918 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13168 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 48632.378906
Iteration 221Q: 23 clusters Score -8.448072e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245867 members 
Mstep: Class 4 contains 51689 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166355 members 
Mstep: Class 7 contains 164133 members 
Mstep: Class 8 contains 29915 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10135 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13174 members 
Mstep: Class 19 contains 18916 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 222Q: 23 clusters Score -8.448069e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245819 members 
Mstep: Class 4 contains 51716 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166362 members 
Mstep: Class 7 contains 164138 members 
Mstep: Class 8 contains 29913 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10150 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 13069 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13183 members 
Mstep: Class 19 contains 18932 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 223Q: 23 clusters Score -8.44807e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245767 members 
Mstep: Class 4 contains 51739 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166387 members 
Mstep: Class 7 contains 164134 members 
Mstep: Class 8 contains 29916 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11349 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 13070 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13184 members 
Mstep: Class 19 contains 18946 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 224Q: 23 clusters Score -8.448068e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245741 members 
Mstep: Class 4 contains 51765 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166399 members 
Mstep: Class 7 contains 164133 members 
Mstep: Class 8 contains 29917 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10159 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 13070 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13185 members 
Mstep: Class 19 contains 18961 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480616.000000 Penalty: 48632.378906
Iteration 225Q: 23 clusters Score -8.448062e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245736 members 
Mstep: Class 4 contains 51775 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166407 members 
Mstep: Class 7 contains 164121 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10169 members 
Mstep: Class 14 contains 5852 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 13071 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13186 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480568.000000 Penalty: 48632.378906
Iteration 226Q: 23 clusters Score -8.448057e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245719 members 
Mstep: Class 4 contains 51785 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166423 members 
Mstep: Class 7 contains 164107 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10178 members 
Mstep: Class 14 contains 5852 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13188 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480600.000000 Penalty: 48632.378906
Iteration 227Q: 23 clusters Score -8.44806e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245692 members 
Mstep: Class 4 contains 51796 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166434 members 
Mstep: Class 7 contains 164091 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13190 members 
Mstep: Class 19 contains 18998 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480544.000000 Penalty: 48632.378906
Iteration 228Q: 23 clusters Score -8.448054e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245650 members 
Mstep: Class 4 contains 51799 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166449 members 
Mstep: Class 7 contains 164087 members 
Mstep: Class 8 contains 29908 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13197 members 
Mstep: Class 19 contains 19018 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480584.000000 Penalty: 48632.378906
Iteration 229Q: 23 clusters Score -8.448058e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245616 members 
Mstep: Class 4 contains 51803 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166444 members 
Mstep: Class 7 contains 164101 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2446 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13204 members 
Mstep: Class 19 contains 19036 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 48632.378906
Iteration 230Q: 23 clusters Score -8.448066e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245581 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 166447 members 
Mstep: Class 7 contains 164104 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11345 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10224 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13209 members 
Mstep: Class 19 contains 19056 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480736.000000 Penalty: 48632.378906
Iteration 231Q: 23 clusters Score -8.448074e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245543 members 
Mstep: Class 4 contains 51825 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166453 members 
Mstep: Class 7 contains 164109 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10236 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13212 members 
Mstep: Class 19 contains 19078 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 48632.378906
Iteration 232Q: 23 clusters Score -8.448072e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245503 members 
Mstep: Class 4 contains 51834 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 166460 members 
Mstep: Class 7 contains 164113 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 2440 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13216 members 
Mstep: Class 19 contains 19088 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480904.000000 Penalty: 48632.378906
Iteration 233Q: 23 clusters Score -8.44809e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245454 members 
Mstep: Class 4 contains 51851 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 166474 members 
Mstep: Class 7 contains 164116 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10267 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13220 members 
Mstep: Class 19 contains 19096 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480888.000000 Penalty: 48632.378906
Iteration 234Q: 23 clusters Score -8.448089e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245416 members 
Mstep: Class 4 contains 51878 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166482 members 
Mstep: Class 7 contains 164127 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10280 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13223 members 
Mstep: Class 19 contains 19103 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 23 contains 41650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481008.000000 Penalty: 48632.378906
Iteration 235Q: 23 clusters Score -8.448101e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245367 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166502 members 
Mstep: Class 7 contains 164140 members 
Mstep: Class 8 contains 29902 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10290 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 19112 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480968.000000 Penalty: 48632.378906
Iteration 236Q: 23 clusters Score -8.448097e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245314 members 
Mstep: Class 4 contains 51898 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 166518 members 
Mstep: Class 7 contains 164153 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13235 members 
Mstep: Class 19 contains 19125 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 48632.378906
Iteration 237Q: 23 clusters Score -8.448109e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245245 members 
Mstep: Class 4 contains 51914 members 
Mstep: Class 5 contains 10518 members 
Mstep: Class 6 contains 166525 members 
Mstep: Class 7 contains 164172 members 
Mstep: Class 8 contains 29900 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13240 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481032.000000 Penalty: 48632.378906
Iteration 238Q: 23 clusters Score -8.448103e+07 nChanged 232
Entering ConstructFrom: 
Score: -84481032.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (11918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Entering Unmasked Estep 
Score: -1237458.875000 Penalty: 1525.193359
	Iteration 0F: 2 clusters Score -1237459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1229128.625000 Penalty: 3050.386719
	Iteration 0F: 3 clusters Score -1229129 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1231788.125000 Penalty: 3050.386719
	Iteration 1F: 3 clusters Score -1231788 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1232009.500000 Penalty: 3050.386719
	Iteration 2F: 3 clusters Score -1232010 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1232169.625000 Penalty: 3050.386719
	Iteration 3Q: 3 clusters Score -1232170 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1232338.375000 Penalty: 3050.386719
	Iteration 4Q: 3 clusters Score -1232338 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1232527.875000 Penalty: 3050.386719
	Iteration 5Q: 3 clusters Score -1232528 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1232743.375000 Penalty: 3050.386719
	Iteration 6Q: 3 clusters Score -1232743 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1233028.000000 Penalty: 3050.386719
	Iteration 7Q: 3 clusters Score -1233028 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1233441.625000 Penalty: 3050.386719
	Iteration 8Q: 3 clusters Score -1233442 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1234002.250000 Penalty: 3050.386719
	Iteration 9F: 3 clusters Score -1234002 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1234509.625000 Penalty: 3050.386719
	Iteration 10F: 3 clusters Score -1234510 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1234980.500000 Penalty: 3050.386719
	Iteration 11F: 3 clusters Score -1234980 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1235276.875000 Penalty: 3050.386719
	Iteration 12Q: 3 clusters Score -1235277 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1235456.250000 Penalty: 3050.386719
	Iteration 13Q: 3 clusters Score -1235456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1235554.750000 Penalty: 3050.386719
	Iteration 14Q: 3 clusters Score -1235555 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1235610.625000 Penalty: 3050.386719
	Iteration 15Q: 3 clusters Score -1235611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1235642.625000 Penalty: 3050.386719
	Iteration 16Q: 3 clusters Score -1235643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1235662.875000 Penalty: 3050.386719
	Iteration 17Q: 3 clusters Score -1235663 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1235682.250000 Penalty: 3050.386719
	Iteration 18Q: 3 clusters Score -1235682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1235689.375000 Penalty: 3050.386719
	Iteration 19Q: 3 clusters Score -1235689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1235695.125000 Penalty: 3050.386719
	Iteration 20F: 3 clusters Score -1235695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1235703.375000 Penalty: 3050.386719
	Iteration 21Q: 3 clusters Score -1235703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1235715.750000 Penalty: 3050.386719
	Iteration 22Q: 3 clusters Score -1235716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1235716.375000 Penalty: 3050.386719
	Iteration 23Q: 3 clusters Score -1235716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1235722.500000 Penalty: 3050.386719
	Iteration 24Q: 3 clusters Score -1235722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1235721.500000 Penalty: 3050.386719
	Iteration 25Q: 3 clusters Score -1235722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1235722.625000 Penalty: 3050.386719
	Iteration 26Q: 3 clusters Score -1235723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1235725.125000 Penalty: 3050.386719
	Iteration 27Q: 3 clusters Score -1235725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1235728.750000 Penalty: 3050.386719
	Iteration 28Q: 3 clusters Score -1235729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1235728.750000 Penalty: 3050.386719
	Iteration 29Q: 3 clusters Score -1235729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1235730.750000 Penalty: 3050.386719
	Iteration 30Q: 3 clusters Score -1235731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1235731.750000 Penalty: 3050.386719
	Iteration 31Q: 3 clusters Score -1235732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1235729.875000 Penalty: 3050.386719
	Iteration 32Q: 3 clusters Score -1235730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1235731.750000 Penalty: 3050.386719
	Iteration 33Q: 3 clusters Score -1235732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1235731.750000 Penalty: 3050.386719
	Iteration 34F: 3 clusters Score -1235732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -16242.653320 Penalty: 860.976562
	Iteration 0F: 2 clusters Score -16242.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15668.986328 Penalty: 1721.953125
	Iteration 0F: 3 clusters Score -15668.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15820.204102 Penalty: 1721.953125
	Iteration 1F: 3 clusters Score -15820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15885.536133 Penalty: 1721.953125
	Iteration 2F: 3 clusters Score -15885.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15907.811523 Penalty: 1721.953125
	Iteration 3Q: 3 clusters Score -15907.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15914.844727 Penalty: 1721.953125
	Iteration 4Q: 3 clusters Score -15914.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15943.659180 Penalty: 1721.953125
	Iteration 5Q: 3 clusters Score -15943.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16019.582031 Penalty: 1721.953125
	Iteration 6Q: 3 clusters Score -16019.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16064.199219 Penalty: 1721.953125
	Iteration 7Q: 3 clusters Score -16064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16108.579102 Penalty: 1721.953125
	Iteration 8Q: 3 clusters Score -16108.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16111.430664 Penalty: 1721.953125
	Iteration 9Q: 3 clusters Score -16111.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16117.561523 Penalty: 1721.953125
	Iteration 10F: 3 clusters Score -16117.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16204.376953 Penalty: 1721.953125
	Iteration 11Q: 3 clusters Score -16204.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16267.007812 Penalty: 1721.953125
	Iteration 12Q: 3 clusters Score -16267.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16296.174805 Penalty: 1721.953125
	Iteration 13Q: 3 clusters Score -16296.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16298.976562 Penalty: 1721.953125
	Iteration 14Q: 3 clusters Score -16298.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16298.976562 Penalty: 1721.953125
	Iteration 15F: 3 clusters Score -16298.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 245190 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166538 members 
Mstep: Class 7 contains 164184 members 
Mstep: Class 8 contains 29896 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10319 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13247 members 
Mstep: Class 19 contains 19158 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 86 members 
Mstep: Class 23 contains 41700 members 
Entering Unmasked Estep 
Score: -84479800.000000 Penalty: 50842.945312
Splitting cluster 2 changes total score from -84481032.000000 to -84479800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (245190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245190 members 
Entering Unmasked Estep 
Score: -26046810.000000 Penalty: 2016.590698
	Iteration 0F: 2 clusters Score -2.604681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -25890106.000000 Penalty: 4033.181396
	Iteration 0F: 3 clusters Score -2.589011e+07 nChanged 119028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 126561 members 
Entering Unmasked Estep 
Score: -25961698.000000 Penalty: 4033.181396
	Iteration 1F: 3 clusters Score -2.59617e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 129026 members 
Entering Unmasked Estep 
Score: -25962788.000000 Penalty: 4033.181396
	Iteration 2Q: 3 clusters Score -2.596279e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -25965152.000000 Penalty: 4033.181396
	Iteration 3Q: 3 clusters Score -2.596515e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -25968396.000000 Penalty: 4033.181396
	Iteration 4Q: 3 clusters Score -2.59684e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -25974218.000000 Penalty: 4033.181396
	Iteration 5Q: 3 clusters Score -2.597422e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -25982420.000000 Penalty: 4033.181396
	Iteration 6F: 3 clusters Score -2.598242e+07 nChanged 16825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -25994266.000000 Penalty: 4033.181396
	Iteration 7F: 3 clusters Score -2.599427e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 178397 members 
Entering Unmasked Estep 
Score: -26007120.000000 Penalty: 4033.181396
	Iteration 8F: 3 clusters Score -2.600712e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -26016092.000000 Penalty: 4033.181396
	Iteration 9F: 3 clusters Score -2.601609e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 187421 members 
Entering Unmasked Estep 
Score: -26019362.000000 Penalty: 4033.181396
	Iteration 10Q: 3 clusters Score -2.601936e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 190097 members 
Entering Unmasked Estep 
Score: -26020578.000000 Penalty: 4033.181396
	Iteration 11Q: 3 clusters Score -2.602058e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 192645 members 
Entering Unmasked Estep 
Score: -26021406.000000 Penalty: 4033.181396
	Iteration 12Q: 3 clusters Score -2.602141e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
Score: -26022230.000000 Penalty: 4033.181396
	Iteration 13Q: 3 clusters Score -2.602223e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 197625 members 
Entering Unmasked Estep 
Score: -26023244.000000 Penalty: 4033.181396
	Iteration 14Q: 3 clusters Score -2.602324e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 200111 members 
Entering Unmasked Estep 
Score: -26023980.000000 Penalty: 4033.181396
	Iteration 15Q: 3 clusters Score -2.602398e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 202631 members 
Entering Unmasked Estep 
Score: -26025040.000000 Penalty: 4033.181396
	Iteration 16Q: 3 clusters Score -2.602504e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 205076 members 
Entering Unmasked Estep 
Score: -26025940.000000 Penalty: 4033.181396
	Iteration 17Q: 3 clusters Score -2.602594e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 207525 members 
Entering Unmasked Estep 
Score: -26026728.000000 Penalty: 4033.181396
	Iteration 18Q: 3 clusters Score -2.602673e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 209969 members 
Entering Unmasked Estep 
Score: -26027642.000000 Penalty: 4033.181396
	Iteration 19Q: 3 clusters Score -2.602764e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 212430 members 
Entering Unmasked Estep 
Score: -26028592.000000 Penalty: 4033.181396
	Iteration 20F: 3 clusters Score -2.602859e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 214877 members 
Entering Unmasked Estep 
Score: -26029482.000000 Penalty: 4033.181396
	Iteration 21Q: 3 clusters Score -2.602948e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 217303 members 
Entering Unmasked Estep 
Score: -26030540.000000 Penalty: 4033.181396
	Iteration 22Q: 3 clusters Score -2.603054e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 219654 members 
Entering Unmasked Estep 
Score: -26031390.000000 Penalty: 4033.181396
	Iteration 23Q: 3 clusters Score -2.603139e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 221967 members 
Entering Unmasked Estep 
Score: -26032326.000000 Penalty: 4033.181396
	Iteration 24Q: 3 clusters Score -2.603233e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 224220 members 
Entering Unmasked Estep 
Score: -26033476.000000 Penalty: 4033.181396
	Iteration 25Q: 3 clusters Score -2.603348e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 226351 members 
Entering Unmasked Estep 
Score: -26034344.000000 Penalty: 4033.181396
	Iteration 26Q: 3 clusters Score -2.603434e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 228381 members 
Entering Unmasked Estep 
Score: -26035148.000000 Penalty: 4033.181396
	Iteration 27Q: 3 clusters Score -2.603515e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 230455 members 
Entering Unmasked Estep 
Score: -26036244.000000 Penalty: 4033.181396
	Iteration 28Q: 3 clusters Score -2.603624e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 232312 members 
Entering Unmasked Estep 
Score: -26037514.000000 Penalty: 4033.181396
	Iteration 29Q: 3 clusters Score -2.603751e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 234034 members 
Entering Unmasked Estep 
Score: -26038422.000000 Penalty: 4033.181396
	Iteration 30Q: 3 clusters Score -2.603842e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 235559 members 
Entering Unmasked Estep 
Score: -26039314.000000 Penalty: 4033.181396
	Iteration 31Q: 3 clusters Score -2.603931e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 236882 members 
Entering Unmasked Estep 
Score: -26040110.000000 Penalty: 4033.181396
	Iteration 32Q: 3 clusters Score -2.604011e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 238033 members 
Entering Unmasked Estep 
Score: -26040686.000000 Penalty: 4033.181396
	Iteration 33Q: 3 clusters Score -2.604069e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 239038 members 
Entering Unmasked Estep 
Score: -26041286.000000 Penalty: 4033.181396
	Iteration 34Q: 3 clusters Score -2.604129e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 239873 members 
Entering Unmasked Estep 
Score: -26041702.000000 Penalty: 4033.181396
	Iteration 35Q: 3 clusters Score -2.60417e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 240653 members 
Entering Unmasked Estep 
Score: -26042148.000000 Penalty: 4033.181396
	Iteration 36Q: 3 clusters Score -2.604215e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 241300 members 
Entering Unmasked Estep 
Score: -26042562.000000 Penalty: 4033.181396
	Iteration 37Q: 3 clusters Score -2.604256e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 241817 members 
Entering Unmasked Estep 
Score: -26042886.000000 Penalty: 4033.181396
	Iteration 38Q: 3 clusters Score -2.604289e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 242267 members 
Entering Unmasked Estep 
Score: -26043244.000000 Penalty: 4033.181396
	Iteration 39Q: 3 clusters Score -2.604324e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 242643 members 
Entering Unmasked Estep 
Score: -26043460.000000 Penalty: 4033.181396
	Iteration 40F: 3 clusters Score -2.604346e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 242942 members 
Entering Unmasked Estep 
Score: -26043726.000000 Penalty: 4033.181396
	Iteration 41Q: 3 clusters Score -2.604373e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 243196 members 
Entering Unmasked Estep 
Score: -26043832.000000 Penalty: 4033.181396
	Iteration 42Q: 3 clusters Score -2.604383e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 243394 members 
Entering Unmasked Estep 
Score: -26043982.000000 Penalty: 4033.181396
	Iteration 43Q: 3 clusters Score -2.604398e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 243538 members 
Entering Unmasked Estep 
Score: -26044084.000000 Penalty: 4033.181396
	Iteration 44Q: 3 clusters Score -2.604408e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 243669 members 
Entering Unmasked Estep 
Score: -26044158.000000 Penalty: 4033.181396
	Iteration 45Q: 3 clusters Score -2.604416e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -26044274.000000 Penalty: 4033.181396
	Iteration 46Q: 3 clusters Score -2.604427e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 243889 members 
Entering Unmasked Estep 
Score: -26044358.000000 Penalty: 4033.181396
	Iteration 47Q: 3 clusters Score -2.604436e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 243986 members 
Entering Unmasked Estep 
Score: -26044416.000000 Penalty: 4033.181396
	Iteration 48Q: 3 clusters Score -2.604442e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 244066 members 
Entering Unmasked Estep 
Score: -26044512.000000 Penalty: 4033.181396
	Iteration 49Q: 3 clusters Score -2.604451e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 244130 members 
Entering Unmasked Estep 
Score: -26044610.000000 Penalty: 4033.181396
	Iteration 50Q: 3 clusters Score -2.604461e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 244174 members 
Entering Unmasked Estep 
Score: -26044650.000000 Penalty: 4033.181396
	Iteration 51Q: 3 clusters Score -2.604465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 244204 members 
Entering Unmasked Estep 
Score: -26044684.000000 Penalty: 4033.181396
	Iteration 52Q: 3 clusters Score -2.604468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 244223 members 
Entering Unmasked Estep 
Score: -26044720.000000 Penalty: 4033.181396
	Iteration 53Q: 3 clusters Score -2.604472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 244239 members 
Entering Unmasked Estep 
Score: -26044726.000000 Penalty: 4033.181396
	Iteration 54Q: 3 clusters Score -2.604473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 244263 members 
Entering Unmasked Estep 
Score: -26044730.000000 Penalty: 4033.181396
	Iteration 55Q: 3 clusters Score -2.604473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 244279 members 
Entering Unmasked Estep 
Score: -26044750.000000 Penalty: 4033.181396
	Iteration 56Q: 3 clusters Score -2.604475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 244296 members 
Entering Unmasked Estep 
Score: -26044770.000000 Penalty: 4033.181396
	Iteration 57Q: 3 clusters Score -2.604477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 244307 members 
Entering Unmasked Estep 
Score: -26044786.000000 Penalty: 4033.181396
	Iteration 58Q: 3 clusters Score -2.604479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 244312 members 
Entering Unmasked Estep 
Score: -26044794.000000 Penalty: 4033.181396
	Iteration 59Q: 3 clusters Score -2.604479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 244314 members 
Entering Unmasked Estep 
Score: -26044788.000000 Penalty: 4033.181396
	Iteration 60F: 3 clusters Score -2.604479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 244316 members 
Entering Unmasked Estep 
Score: -26044804.000000 Penalty: 4033.181396
	Iteration 61Q: 3 clusters Score -2.60448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 244317 members 
Entering Unmasked Estep 
Score: -26044814.000000 Penalty: 4033.181396
	Iteration 62Q: 3 clusters Score -2.604481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 244319 members 
Entering Unmasked Estep 
Score: -26044820.000000 Penalty: 4033.181396
	Iteration 63Q: 3 clusters Score -2.604482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 244324 members 
Entering Unmasked Estep 
Score: -26044796.000000 Penalty: 4033.181396
	Iteration 64Q: 3 clusters Score -2.60448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 244329 members 
Entering Unmasked Estep 
Score: -26044820.000000 Penalty: 4033.181396
	Iteration 65Q: 3 clusters Score -2.604482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 244331 members 
Entering Unmasked Estep 
Score: -26044822.000000 Penalty: 4033.181396
	Iteration 66Q: 3 clusters Score -2.604482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 244332 members 
Entering Unmasked Estep 
Score: -26044840.000000 Penalty: 4033.181396
	Iteration 67Q: 3 clusters Score -2.604484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 244335 members 
Entering Unmasked Estep 
Score: -26044846.000000 Penalty: 4033.181396
	Iteration 68Q: 3 clusters Score -2.604485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 244337 members 
Entering Unmasked Estep 
Score: -26044844.000000 Penalty: 4033.181396
	Iteration 69Q: 3 clusters Score -2.604484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 244339 members 
Entering Unmasked Estep 
Score: -26044844.000000 Penalty: 4033.181396
	Iteration 70Q: 3 clusters Score -2.604484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 244341 members 
Entering Unmasked Estep 
Score: -26044844.000000 Penalty: 4033.181396
	Iteration 71Q: 3 clusters Score -2.604484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 244344 members 
Entering Unmasked Estep 
Score: -26044854.000000 Penalty: 4033.181396
	Iteration 72Q: 3 clusters Score -2.604485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 244346 members 
Entering Unmasked Estep 
Score: -26044856.000000 Penalty: 4033.181396
	Iteration 73Q: 3 clusters Score -2.604486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 244346 members 
Entering Unmasked Estep 
Score: -26044856.000000 Penalty: 4033.181396
	Iteration 74F: 3 clusters Score -2.604486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Entering Unmasked Estep 
Score: -5454860.000000 Penalty: 1764.333984
	Iteration 0F: 2 clusters Score -5454860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -5420414.000000 Penalty: 3528.667969
	Iteration 0F: 3 clusters Score -5420414 nChanged 24161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5433711.000000 Penalty: 3528.667969
	Iteration 1F: 3 clusters Score -5433711 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5434252.000000 Penalty: 3528.667969
	Iteration 2Q: 3 clusters Score -5434252 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5434828.000000 Penalty: 3528.667969
	Iteration 3Q: 3 clusters Score -5434828 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -5435764.500000 Penalty: 3528.667969
	Iteration 4Q: 3 clusters Score -5435764 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -5437340.000000 Penalty: 3528.667969
	Iteration 5F: 3 clusters Score -5437340 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5440121.500000 Penalty: 3528.667969
	Iteration 6F: 3 clusters Score -5440122 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5444447.000000 Penalty: 3528.667969
	Iteration 7F: 3 clusters Score -5444447 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5448938.000000 Penalty: 3528.667969
	Iteration 8F: 3 clusters Score -5448938 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -5451696.500000 Penalty: 3528.667969
	Iteration 9F: 3 clusters Score -5451696 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -5452719.500000 Penalty: 3528.667969
	Iteration 10Q: 3 clusters Score -5452720 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -5453061.500000 Penalty: 3528.667969
	Iteration 11Q: 3 clusters Score -5453062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -5453179.500000 Penalty: 3528.667969
	Iteration 12Q: 3 clusters Score -5453180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -5453239.500000 Penalty: 3528.667969
	Iteration 13Q: 3 clusters Score -5453240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -5453288.000000 Penalty: 3528.667969
	Iteration 14Q: 3 clusters Score -5453288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -5453317.500000 Penalty: 3528.667969
	Iteration 15Q: 3 clusters Score -5453318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5453322.500000 Penalty: 3528.667969
	Iteration 16Q: 3 clusters Score -5453322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -5453333.500000 Penalty: 3528.667969
	Iteration 17Q: 3 clusters Score -5453334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5453340.000000 Penalty: 3528.667969
	Iteration 18Q: 3 clusters Score -5453340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -5453348.000000 Penalty: 3528.667969
	Iteration 19Q: 3 clusters Score -5453348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5453349.500000 Penalty: 3528.667969
	Iteration 20F: 3 clusters Score -5453350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5453354.000000 Penalty: 3528.667969
	Iteration 21Q: 3 clusters Score -5453354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -5453358.500000 Penalty: 3528.667969
	Iteration 22Q: 3 clusters Score -5453358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5453361.500000 Penalty: 3528.667969
	Iteration 23Q: 3 clusters Score -5453362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5453363.000000 Penalty: 3528.667969
	Iteration 24Q: 3 clusters Score -5453363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -5453362.500000 Penalty: 3528.667969
	Iteration 25Q: 3 clusters Score -5453362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5453364.000000 Penalty: 3528.667969
	Iteration 26Q: 3 clusters Score -5453364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5453364.000000 Penalty: 3528.667969
	Iteration 27F: 3 clusters Score -5453364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Entering Unmasked Estep 
Score: -1098210.125000 Penalty: 1504.856201
	Iteration 0F: 2 clusters Score -1098210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1090650.000000 Penalty: 3009.712402
	Iteration 0F: 3 clusters Score -1090650 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1093053.000000 Penalty: 3009.712402
	Iteration 1F: 3 clusters Score -1093053 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1093293.000000 Penalty: 3009.712402
	Iteration 2F: 3 clusters Score -1093293 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1093491.000000 Penalty: 3009.712402
	Iteration 3Q: 3 clusters Score -1093491 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1093725.000000 Penalty: 3009.712402
	Iteration 4Q: 3 clusters Score -1093725 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1093968.375000 Penalty: 3009.712402
	Iteration 5Q: 3 clusters Score -1093968 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1094211.625000 Penalty: 3009.712402
	Iteration 6Q: 3 clusters Score -1094212 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1094471.875000 Penalty: 3009.712402
	Iteration 7Q: 3 clusters Score -1094472 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1094800.000000 Penalty: 3009.712402
	Iteration 8Q: 3 clusters Score -1094800 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1095135.250000 Penalty: 3009.712402
	Iteration 9Q: 3 clusters Score -1095135 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1095485.250000 Penalty: 3009.712402
	Iteration 10Q: 3 clusters Score -1095485 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1095793.750000 Penalty: 3009.712402
	Iteration 11Q: 3 clusters Score -1095794 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1096034.875000 Penalty: 3009.712402
	Iteration 12Q: 3 clusters Score -1096035 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1096232.375000 Penalty: 3009.712402
	Iteration 13Q: 3 clusters Score -1096232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1096377.375000 Penalty: 3009.712402
	Iteration 14Q: 3 clusters Score -1096377 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1096487.000000 Penalty: 3009.712402
	Iteration 15Q: 3 clusters Score -1096487 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1096581.250000 Penalty: 3009.712402
	Iteration 16Q: 3 clusters Score -1096581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1096641.625000 Penalty: 3009.712402
	Iteration 17Q: 3 clusters Score -1096642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1096697.000000 Penalty: 3009.712402
	Iteration 18Q: 3 clusters Score -1096697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1096747.750000 Penalty: 3009.712402
	Iteration 19Q: 3 clusters Score -1096748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1096792.375000 Penalty: 3009.712402
	Iteration 20F: 3 clusters Score -1096792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1096827.250000 Penalty: 3009.712402
	Iteration 21Q: 3 clusters Score -1096827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1096854.375000 Penalty: 3009.712402
	Iteration 22Q: 3 clusters Score -1096854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1096874.875000 Penalty: 3009.712402
	Iteration 23Q: 3 clusters Score -1096875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1096893.875000 Penalty: 3009.712402
	Iteration 24Q: 3 clusters Score -1096894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1096923.125000 Penalty: 3009.712402
	Iteration 25Q: 3 clusters Score -1096923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1096952.000000 Penalty: 3009.712402
	Iteration 26Q: 3 clusters Score -1096952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1096973.875000 Penalty: 3009.712402
	Iteration 27Q: 3 clusters Score -1096974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1096983.500000 Penalty: 3009.712402
	Iteration 28Q: 3 clusters Score -1096984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1096990.750000 Penalty: 3009.712402
	Iteration 29Q: 3 clusters Score -1096991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1096995.375000 Penalty: 3009.712402
	Iteration 30Q: 3 clusters Score -1096995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1096996.000000 Penalty: 3009.712402
	Iteration 31Q: 3 clusters Score -1096996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1097000.500000 Penalty: 3009.712402
	Iteration 32Q: 3 clusters Score -1097000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1097003.375000 Penalty: 3009.712402
	Iteration 33Q: 3 clusters Score -1097003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1097004.750000 Penalty: 3009.712402
	Iteration 34Q: 3 clusters Score -1097005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1097004.750000 Penalty: 3009.712402
	Iteration 35Q: 3 clusters Score -1097005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1097005.125000 Penalty: 3009.712402
	Iteration 36Q: 3 clusters Score -1097005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1097004.500000 Penalty: 3009.712402
	Iteration 37Q: 3 clusters Score -1097004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1097004.500000 Penalty: 3009.712402
	Iteration 38F: 3 clusters Score -1097004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (166538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Entering Unmasked Estep 
Score: -17824464.000000 Penalty: 1953.734009
	Iteration 0F: 2 clusters Score -1.782446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -17718012.000000 Penalty: 3907.468018
	Iteration 0F: 3 clusters Score -1.771801e+07 nChanged 80329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -17766624.000000 Penalty: 3907.468018
	Iteration 1F: 3 clusters Score -1.776662e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -17768720.000000 Penalty: 3907.468018
	Iteration 2Q: 3 clusters Score -1.776872e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -17771808.000000 Penalty: 3907.468018
	Iteration 3Q: 3 clusters Score -1.777181e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -17776248.000000 Penalty: 3907.468018
	Iteration 4Q: 3 clusters Score -1.777625e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -17782974.000000 Penalty: 3907.468018
	Iteration 5F: 3 clusters Score -1.778297e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -17792658.000000 Penalty: 3907.468018
	Iteration 6F: 3 clusters Score -1.779266e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -17803242.000000 Penalty: 3907.468018
	Iteration 7F: 3 clusters Score -1.780324e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -17810104.000000 Penalty: 3907.468018
	Iteration 8F: 3 clusters Score -1.78101e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -17812722.000000 Penalty: 3907.468018
	Iteration 9Q: 3 clusters Score -1.781272e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -17814198.000000 Penalty: 3907.468018
	Iteration 10Q: 3 clusters Score -1.78142e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -17815160.000000 Penalty: 3907.468018
	Iteration 11Q: 3 clusters Score -1.781516e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -17816188.000000 Penalty: 3907.468018
	Iteration 12Q: 3 clusters Score -1.781619e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -17816976.000000 Penalty: 3907.468018
	Iteration 13Q: 3 clusters Score -1.781698e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -17817524.000000 Penalty: 3907.468018
	Iteration 14Q: 3 clusters Score -1.781752e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -17817826.000000 Penalty: 3907.468018
	Iteration 15Q: 3 clusters Score -1.781783e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -17818186.000000 Penalty: 3907.468018
	Iteration 16Q: 3 clusters Score -1.781819e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -17818328.000000 Penalty: 3907.468018
	Iteration 17Q: 3 clusters Score -1.781833e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -17818670.000000 Penalty: 3907.468018
	Iteration 18Q: 3 clusters Score -1.781867e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -17818908.000000 Penalty: 3907.468018
	Iteration 19Q: 3 clusters Score -1.781891e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -17819134.000000 Penalty: 3907.468018
	Iteration 20F: 3 clusters Score -1.781913e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -17819354.000000 Penalty: 3907.468018
	Iteration 21Q: 3 clusters Score -1.781935e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -17819520.000000 Penalty: 3907.468018
	Iteration 22Q: 3 clusters Score -1.781952e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -17819760.000000 Penalty: 3907.468018
	Iteration 23Q: 3 clusters Score -1.781976e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -17819994.000000 Penalty: 3907.468018
	Iteration 24Q: 3 clusters Score -1.781999e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -17820182.000000 Penalty: 3907.468018
	Iteration 25Q: 3 clusters Score -1.782018e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -17820422.000000 Penalty: 3907.468018
	Iteration 26Q: 3 clusters Score -1.782042e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -17820636.000000 Penalty: 3907.468018
	Iteration 27Q: 3 clusters Score -1.782064e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -17820762.000000 Penalty: 3907.468018
	Iteration 28Q: 3 clusters Score -1.782076e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -17820958.000000 Penalty: 3907.468018
	Iteration 29Q: 3 clusters Score -1.782096e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -17821150.000000 Penalty: 3907.468018
	Iteration 30Q: 3 clusters Score -1.782115e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123580 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -17821414.000000 Penalty: 3907.468018
	Iteration 31Q: 3 clusters Score -1.782141e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -17821652.000000 Penalty: 3907.468018
	Iteration 32Q: 3 clusters Score -1.782165e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -17821944.000000 Penalty: 3907.468018
	Iteration 33Q: 3 clusters Score -1.782194e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127957 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -17822150.000000 Penalty: 3907.468018
	Iteration 34Q: 3 clusters Score -1.782215e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -17822490.000000 Penalty: 3907.468018
	Iteration 35Q: 3 clusters Score -1.782249e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -17822690.000000 Penalty: 3907.468018
	Iteration 36Q: 3 clusters Score -1.782269e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -17823056.000000 Penalty: 3907.468018
	Iteration 37Q: 3 clusters Score -1.782306e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -17823308.000000 Penalty: 3907.468018
	Iteration 38Q: 3 clusters Score -1.782331e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -17823670.000000 Penalty: 3907.468018
	Iteration 39Q: 3 clusters Score -1.782367e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -17823980.000000 Penalty: 3907.468018
	Iteration 40F: 3 clusters Score -1.782398e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137987 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -17824298.000000 Penalty: 3907.468018
	Iteration 41Q: 3 clusters Score -1.78243e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139179 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -17824442.000000 Penalty: 3907.468018
	Iteration 42Q: 3 clusters Score -1.782444e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -17824624.000000 Penalty: 3907.468018
	Iteration 43Q: 3 clusters Score -1.782462e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -17824768.000000 Penalty: 3907.468018
	Iteration 44Q: 3 clusters Score -1.782477e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -17824922.000000 Penalty: 3907.468018
	Iteration 45Q: 3 clusters Score -1.782492e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -17825076.000000 Penalty: 3907.468018
	Iteration 46Q: 3 clusters Score -1.782508e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -17825176.000000 Penalty: 3907.468018
	Iteration 47Q: 3 clusters Score -1.782518e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -17825390.000000 Penalty: 3907.468018
	Iteration 48Q: 3 clusters Score -1.782539e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -17825512.000000 Penalty: 3907.468018
	Iteration 49Q: 3 clusters Score -1.782551e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -17825664.000000 Penalty: 3907.468018
	Iteration 50Q: 3 clusters Score -1.782566e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -17825788.000000 Penalty: 3907.468018
	Iteration 51Q: 3 clusters Score -1.782579e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -17825860.000000 Penalty: 3907.468018
	Iteration 52Q: 3 clusters Score -1.782586e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -17825862.000000 Penalty: 3907.468018
	Iteration 53Q: 3 clusters Score -1.782586e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -17825942.000000 Penalty: 3907.468018
	Iteration 54Q: 3 clusters Score -1.782594e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -17825924.000000 Penalty: 3907.468018
	Iteration 55Q: 3 clusters Score -1.782592e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -17825898.000000 Penalty: 3907.468018
	Iteration 56Q: 3 clusters Score -1.78259e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -17825856.000000 Penalty: 3907.468018
	Iteration 57Q: 3 clusters Score -1.782586e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -17825882.000000 Penalty: 3907.468018
	Iteration 58Q: 3 clusters Score -1.782588e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155709 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -17825960.000000 Penalty: 3907.468018
	Iteration 59Q: 3 clusters Score -1.782596e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -17825960.000000 Penalty: 3907.468018
	Iteration 60F: 3 clusters Score -1.782596e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -17825934.000000 Penalty: 3907.468018
	Iteration 61Q: 3 clusters Score -1.782593e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -17825898.000000 Penalty: 3907.468018
	Iteration 62Q: 3 clusters Score -1.78259e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -17825818.000000 Penalty: 3907.468018
	Iteration 63Q: 3 clusters Score -1.782582e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158792 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -17825690.000000 Penalty: 3907.468018
	Iteration 64Q: 3 clusters Score -1.782569e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -17825554.000000 Penalty: 3907.468018
	Iteration 65Q: 3 clusters Score -1.782555e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -17825476.000000 Penalty: 3907.468018
	Iteration 66Q: 3 clusters Score -1.782548e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160093 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -17825346.000000 Penalty: 3907.468018
	Iteration 67Q: 3 clusters Score -1.782535e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -17825368.000000 Penalty: 3907.468018
	Iteration 68Q: 3 clusters Score -1.782537e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -17825332.000000 Penalty: 3907.468018
	Iteration 69Q: 3 clusters Score -1.782533e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161112 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -17825274.000000 Penalty: 3907.468018
	Iteration 70Q: 3 clusters Score -1.782527e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -17825132.000000 Penalty: 3907.468018
	Iteration 71Q: 3 clusters Score -1.782513e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -17825088.000000 Penalty: 3907.468018
	Iteration 72Q: 3 clusters Score -1.782509e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161910 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -17825038.000000 Penalty: 3907.468018
	Iteration 73Q: 3 clusters Score -1.782504e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -17824952.000000 Penalty: 3907.468018
	Iteration 74Q: 3 clusters Score -1.782495e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -17824942.000000 Penalty: 3907.468018
	Iteration 75Q: 3 clusters Score -1.782494e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -17824910.000000 Penalty: 3907.468018
	Iteration 76Q: 3 clusters Score -1.782491e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -17824906.000000 Penalty: 3907.468018
	Iteration 77Q: 3 clusters Score -1.782491e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -17824874.000000 Penalty: 3907.468018
	Iteration 78Q: 3 clusters Score -1.782487e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -17824806.000000 Penalty: 3907.468018
	Iteration 79Q: 3 clusters Score -1.782481e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -17824752.000000 Penalty: 3907.468018
	Iteration 80F: 3 clusters Score -1.782475e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -17824710.000000 Penalty: 3907.468018
	Iteration 81Q: 3 clusters Score -1.782471e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -17824666.000000 Penalty: 3907.468018
	Iteration 82Q: 3 clusters Score -1.782467e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -17824644.000000 Penalty: 3907.468018
	Iteration 83Q: 3 clusters Score -1.782464e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -17824602.000000 Penalty: 3907.468018
	Iteration 84Q: 3 clusters Score -1.78246e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -17824532.000000 Penalty: 3907.468018
	Iteration 85Q: 3 clusters Score -1.782453e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -17824456.000000 Penalty: 3907.468018
	Iteration 86Q: 3 clusters Score -1.782446e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163922 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -17824442.000000 Penalty: 3907.468018
	Iteration 87Q: 3 clusters Score -1.782444e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17824428.000000 Penalty: 3907.468018
	Iteration 88Q: 3 clusters Score -1.782443e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -17824412.000000 Penalty: 3907.468018
	Iteration 89Q: 3 clusters Score -1.782441e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -17824366.000000 Penalty: 3907.468018
	Iteration 90Q: 3 clusters Score -1.782437e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -17824334.000000 Penalty: 3907.468018
	Iteration 91Q: 3 clusters Score -1.782433e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17824308.000000 Penalty: 3907.468018
	Iteration 92Q: 3 clusters Score -1.782431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17824312.000000 Penalty: 3907.468018
	Iteration 93Q: 3 clusters Score -1.782431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17824272.000000 Penalty: 3907.468018
	Iteration 94Q: 3 clusters Score -1.782427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -17824258.000000 Penalty: 3907.468018
	Iteration 95Q: 3 clusters Score -1.782426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164356 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17824254.000000 Penalty: 3907.468018
	Iteration 96Q: 3 clusters Score -1.782425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164386 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -17824240.000000 Penalty: 3907.468018
	Iteration 97Q: 3 clusters Score -1.782424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17824230.000000 Penalty: 3907.468018
	Iteration 98Q: 3 clusters Score -1.782423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17824238.000000 Penalty: 3907.468018
	Iteration 99Q: 3 clusters Score -1.782424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -17824242.000000 Penalty: 3907.468018
	Iteration 100F: 3 clusters Score -1.782424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164494 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -17824230.000000 Penalty: 3907.468018
	Iteration 101Q: 3 clusters Score -1.782423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -17824240.000000 Penalty: 3907.468018
	Iteration 102Q: 3 clusters Score -1.782424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17824226.000000 Penalty: 3907.468018
	Iteration 103Q: 3 clusters Score -1.782423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164541 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17824220.000000 Penalty: 3907.468018
	Iteration 104Q: 3 clusters Score -1.782422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -17824216.000000 Penalty: 3907.468018
	Iteration 105Q: 3 clusters Score -1.782422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17824190.000000 Penalty: 3907.468018
	Iteration 106Q: 3 clusters Score -1.782419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17824196.000000 Penalty: 3907.468018
	Iteration 107Q: 3 clusters Score -1.78242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17824198.000000 Penalty: 3907.468018
	Iteration 108Q: 3 clusters Score -1.78242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164616 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17824178.000000 Penalty: 3907.468018
	Iteration 109Q: 3 clusters Score -1.782418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164633 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17824176.000000 Penalty: 3907.468018
	Iteration 110Q: 3 clusters Score -1.782418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17824154.000000 Penalty: 3907.468018
	Iteration 111Q: 3 clusters Score -1.782415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17824160.000000 Penalty: 3907.468018
	Iteration 112Q: 3 clusters Score -1.782416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164652 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 3907.468018
	Iteration 113Q: 3 clusters Score -1.782416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17824154.000000 Penalty: 3907.468018
	Iteration 114Q: 3 clusters Score -1.782415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17824152.000000 Penalty: 3907.468018
	Iteration 115Q: 3 clusters Score -1.782415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17824154.000000 Penalty: 3907.468018
	Iteration 116Q: 3 clusters Score -1.782415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17824164.000000 Penalty: 3907.468018
	Iteration 117Q: 3 clusters Score -1.782416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17824168.000000 Penalty: 3907.468018
	Iteration 118Q: 3 clusters Score -1.782417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164710 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 3907.468018
	Iteration 119Q: 3 clusters Score -1.782416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17824176.000000 Penalty: 3907.468018
	Iteration 120F: 3 clusters Score -1.782418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -17824170.000000 Penalty: 3907.468018
	Iteration 121Q: 3 clusters Score -1.782417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17824178.000000 Penalty: 3907.468018
	Iteration 122Q: 3 clusters Score -1.782418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -17824172.000000 Penalty: 3907.468018
	Iteration 123Q: 3 clusters Score -1.782417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17824168.000000 Penalty: 3907.468018
	Iteration 124Q: 3 clusters Score -1.782417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -17824172.000000 Penalty: 3907.468018
	Iteration 125Q: 3 clusters Score -1.782417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17824180.000000 Penalty: 3907.468018
	Iteration 126Q: 3 clusters Score -1.782418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17824180.000000 Penalty: 3907.468018
	Iteration 127Q: 3 clusters Score -1.782418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 3907.468018
	Iteration 128Q: 3 clusters Score -1.782416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17824164.000000 Penalty: 3907.468018
	Iteration 129Q: 3 clusters Score -1.782416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164736 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -17824150.000000 Penalty: 3907.468018
	Iteration 130Q: 3 clusters Score -1.782415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -17824150.000000 Penalty: 3907.468018
	Iteration 131Q: 3 clusters Score -1.782415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -17824154.000000 Penalty: 3907.468018
	Iteration 132Q: 3 clusters Score -1.782415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -17824156.000000 Penalty: 3907.468018
	Iteration 133Q: 3 clusters Score -1.782416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -17824156.000000 Penalty: 3907.468018
	Iteration 134F: 3 clusters Score -1.782416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Entering Unmasked Estep 
Score: -17563702.000000 Penalty: 1951.420776
	Iteration 0F: 2 clusters Score -1.75637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -17457992.000000 Penalty: 3902.841553
	Iteration 0F: 3 clusters Score -1.745799e+07 nChanged 79399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -17504432.000000 Penalty: 3902.841553
	Iteration 1F: 3 clusters Score -1.750443e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -17505962.000000 Penalty: 3902.841553
	Iteration 2Q: 3 clusters Score -1.750596e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -17507858.000000 Penalty: 3902.841553
	Iteration 3Q: 3 clusters Score -1.750786e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -17510546.000000 Penalty: 3902.841553
	Iteration 4Q: 3 clusters Score -1.751055e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -17514768.000000 Penalty: 3902.841553
	Iteration 5Q: 3 clusters Score -1.751477e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -17521318.000000 Penalty: 3902.841553
	Iteration 6F: 3 clusters Score -1.752132e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -17530378.000000 Penalty: 3902.841553
	Iteration 7F: 3 clusters Score -1.753038e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -17539792.000000 Penalty: 3902.841553
	Iteration 8F: 3 clusters Score -1.753979e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -17545938.000000 Penalty: 3902.841553
	Iteration 9F: 3 clusters Score -1.754594e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -17549018.000000 Penalty: 3902.841553
	Iteration 10Q: 3 clusters Score -1.754902e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -17550496.000000 Penalty: 3902.841553
	Iteration 11Q: 3 clusters Score -1.75505e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -17551174.000000 Penalty: 3902.841553
	Iteration 12Q: 3 clusters Score -1.755117e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -17551832.000000 Penalty: 3902.841553
	Iteration 13Q: 3 clusters Score -1.755183e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -17552392.000000 Penalty: 3902.841553
	Iteration 14Q: 3 clusters Score -1.755239e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 106710 members 
Entering Unmasked Estep 
Score: -17552878.000000 Penalty: 3902.841553
	Iteration 15Q: 3 clusters Score -1.755288e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -17553186.000000 Penalty: 3902.841553
	Iteration 16Q: 3 clusters Score -1.755319e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -17553436.000000 Penalty: 3902.841553
	Iteration 17Q: 3 clusters Score -1.755344e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -17553662.000000 Penalty: 3902.841553
	Iteration 18Q: 3 clusters Score -1.755366e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -17553956.000000 Penalty: 3902.841553
	Iteration 19Q: 3 clusters Score -1.755396e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 109843 members 
Entering Unmasked Estep 
Score: -17554230.000000 Penalty: 3902.841553
	Iteration 20F: 3 clusters Score -1.755423e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -17554404.000000 Penalty: 3902.841553
	Iteration 21Q: 3 clusters Score -1.75544e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -17554568.000000 Penalty: 3902.841553
	Iteration 22Q: 3 clusters Score -1.755457e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -17554642.000000 Penalty: 3902.841553
	Iteration 23Q: 3 clusters Score -1.755464e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 112257 members 
Entering Unmasked Estep 
Score: -17554796.000000 Penalty: 3902.841553
	Iteration 24Q: 3 clusters Score -1.75548e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -17554928.000000 Penalty: 3902.841553
	Iteration 25Q: 3 clusters Score -1.755493e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -17555062.000000 Penalty: 3902.841553
	Iteration 26Q: 3 clusters Score -1.755506e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -17555126.000000 Penalty: 3902.841553
	Iteration 27Q: 3 clusters Score -1.755513e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -17555194.000000 Penalty: 3902.841553
	Iteration 28Q: 3 clusters Score -1.755519e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -17555300.000000 Penalty: 3902.841553
	Iteration 29Q: 3 clusters Score -1.75553e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -17555424.000000 Penalty: 3902.841553
	Iteration 30Q: 3 clusters Score -1.755542e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 116925 members 
Entering Unmasked Estep 
Score: -17555534.000000 Penalty: 3902.841553
	Iteration 31Q: 3 clusters Score -1.755553e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -17555604.000000 Penalty: 3902.841553
	Iteration 32Q: 3 clusters Score -1.75556e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -17555652.000000 Penalty: 3902.841553
	Iteration 33Q: 3 clusters Score -1.755565e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
Score: -17555744.000000 Penalty: 3902.841553
	Iteration 34Q: 3 clusters Score -1.755574e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 119801 members 
Entering Unmasked Estep 
Score: -17555788.000000 Penalty: 3902.841553
	Iteration 35Q: 3 clusters Score -1.755579e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 120570 members 
Entering Unmasked Estep 
Score: -17555888.000000 Penalty: 3902.841553
	Iteration 36Q: 3 clusters Score -1.755589e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 121322 members 
Entering Unmasked Estep 
Score: -17555996.000000 Penalty: 3902.841553
	Iteration 37Q: 3 clusters Score -1.7556e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -17556082.000000 Penalty: 3902.841553
	Iteration 38Q: 3 clusters Score -1.755608e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -17556166.000000 Penalty: 3902.841553
	Iteration 39Q: 3 clusters Score -1.755617e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -17556276.000000 Penalty: 3902.841553
	Iteration 40F: 3 clusters Score -1.755628e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -17556338.000000 Penalty: 3902.841553
	Iteration 41Q: 3 clusters Score -1.755634e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -17556364.000000 Penalty: 3902.841553
	Iteration 42Q: 3 clusters Score -1.755636e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 125866 members 
Entering Unmasked Estep 
Score: -17556384.000000 Penalty: 3902.841553
	Iteration 43Q: 3 clusters Score -1.755638e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -17556448.000000 Penalty: 3902.841553
	Iteration 44Q: 3 clusters Score -1.755645e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -17556568.000000 Penalty: 3902.841553
	Iteration 45Q: 3 clusters Score -1.755657e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 128337 members 
Entering Unmasked Estep 
Score: -17556678.000000 Penalty: 3902.841553
	Iteration 46Q: 3 clusters Score -1.755668e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -17556734.000000 Penalty: 3902.841553
	Iteration 47Q: 3 clusters Score -1.755673e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -17556896.000000 Penalty: 3902.841553
	Iteration 48Q: 3 clusters Score -1.75569e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -17557064.000000 Penalty: 3902.841553
	Iteration 49Q: 3 clusters Score -1.755706e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -17557226.000000 Penalty: 3902.841553
	Iteration 50Q: 3 clusters Score -1.755723e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -17557366.000000 Penalty: 3902.841553
	Iteration 51Q: 3 clusters Score -1.755737e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -17557558.000000 Penalty: 3902.841553
	Iteration 52Q: 3 clusters Score -1.755756e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -17557774.000000 Penalty: 3902.841553
	Iteration 53Q: 3 clusters Score -1.755777e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -17557962.000000 Penalty: 3902.841553
	Iteration 54Q: 3 clusters Score -1.755796e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 137490 members 
Entering Unmasked Estep 
Score: -17558258.000000 Penalty: 3902.841553
	Iteration 55Q: 3 clusters Score -1.755826e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -17558428.000000 Penalty: 3902.841553
	Iteration 56Q: 3 clusters Score -1.755843e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -17558592.000000 Penalty: 3902.841553
	Iteration 57Q: 3 clusters Score -1.755859e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 141055 members 
Entering Unmasked Estep 
Score: -17558682.000000 Penalty: 3902.841553
	Iteration 58Q: 3 clusters Score -1.755868e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -17558966.000000 Penalty: 3902.841553
	Iteration 59Q: 3 clusters Score -1.755897e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -17559312.000000 Penalty: 3902.841553
	Iteration 60F: 3 clusters Score -1.755931e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 144764 members 
Entering Unmasked Estep 
Score: -17559568.000000 Penalty: 3902.841553
	Iteration 61Q: 3 clusters Score -1.755957e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -17559814.000000 Penalty: 3902.841553
	Iteration 62Q: 3 clusters Score -1.755981e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 147444 members 
Entering Unmasked Estep 
Score: -17560132.000000 Penalty: 3902.841553
	Iteration 63Q: 3 clusters Score -1.756013e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 148771 members 
Entering Unmasked Estep 
Score: -17560416.000000 Penalty: 3902.841553
	Iteration 64Q: 3 clusters Score -1.756042e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -17560716.000000 Penalty: 3902.841553
	Iteration 65Q: 3 clusters Score -1.756072e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -17560930.000000 Penalty: 3902.841553
	Iteration 66Q: 3 clusters Score -1.756093e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -17561028.000000 Penalty: 3902.841553
	Iteration 67Q: 3 clusters Score -1.756103e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 153576 members 
Entering Unmasked Estep 
Score: -17561242.000000 Penalty: 3902.841553
	Iteration 68Q: 3 clusters Score -1.756124e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -17561418.000000 Penalty: 3902.841553
	Iteration 69Q: 3 clusters Score -1.756142e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 155555 members 
Entering Unmasked Estep 
Score: -17561472.000000 Penalty: 3902.841553
	Iteration 70Q: 3 clusters Score -1.756147e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -17561588.000000 Penalty: 3902.841553
	Iteration 71Q: 3 clusters Score -1.756159e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 157221 members 
Entering Unmasked Estep 
Score: -17561732.000000 Penalty: 3902.841553
	Iteration 72Q: 3 clusters Score -1.756173e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -17561808.000000 Penalty: 3902.841553
	Iteration 73Q: 3 clusters Score -1.756181e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -17561920.000000 Penalty: 3902.841553
	Iteration 74Q: 3 clusters Score -1.756192e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -17562022.000000 Penalty: 3902.841553
	Iteration 75Q: 3 clusters Score -1.756202e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -17562034.000000 Penalty: 3902.841553
	Iteration 76Q: 3 clusters Score -1.756203e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -17562058.000000 Penalty: 3902.841553
	Iteration 77Q: 3 clusters Score -1.756206e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -17562058.000000 Penalty: 3902.841553
	Iteration 78Q: 3 clusters Score -1.756206e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -17562090.000000 Penalty: 3902.841553
	Iteration 79Q: 3 clusters Score -1.756209e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -17562072.000000 Penalty: 3902.841553
	Iteration 80F: 3 clusters Score -1.756207e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -17562138.000000 Penalty: 3902.841553
	Iteration 81Q: 3 clusters Score -1.756214e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 160953 members 
Entering Unmasked Estep 
Score: -17562138.000000 Penalty: 3902.841553
	Iteration 82Q: 3 clusters Score -1.756214e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 161094 members 
Entering Unmasked Estep 
Score: -17562164.000000 Penalty: 3902.841553
	Iteration 83Q: 3 clusters Score -1.756216e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -17562196.000000 Penalty: 3902.841553
	Iteration 84Q: 3 clusters Score -1.75622e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -17562202.000000 Penalty: 3902.841553
	Iteration 85Q: 3 clusters Score -1.75622e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 161495 members 
Entering Unmasked Estep 
Score: -17562226.000000 Penalty: 3902.841553
	Iteration 86Q: 3 clusters Score -1.756223e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -17562216.000000 Penalty: 3902.841553
	Iteration 87Q: 3 clusters Score -1.756222e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -17562240.000000 Penalty: 3902.841553
	Iteration 88Q: 3 clusters Score -1.756224e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -17562254.000000 Penalty: 3902.841553
	Iteration 89Q: 3 clusters Score -1.756225e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -17562244.000000 Penalty: 3902.841553
	Iteration 90Q: 3 clusters Score -1.756224e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -17562258.000000 Penalty: 3902.841553
	Iteration 91Q: 3 clusters Score -1.756226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -17562292.000000 Penalty: 3902.841553
	Iteration 92Q: 3 clusters Score -1.756229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 93Q: 3 clusters Score -1.756227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -17562268.000000 Penalty: 3902.841553
	Iteration 94Q: 3 clusters Score -1.756227e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 162133 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 95Q: 3 clusters Score -1.756228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 162178 members 
Entering Unmasked Estep 
Score: -17562248.000000 Penalty: 3902.841553
	Iteration 96Q: 3 clusters Score -1.756225e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -17562256.000000 Penalty: 3902.841553
	Iteration 97Q: 3 clusters Score -1.756226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 162270 members 
Entering Unmasked Estep 
Score: -17562278.000000 Penalty: 3902.841553
	Iteration 98Q: 3 clusters Score -1.756228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -17562278.000000 Penalty: 3902.841553
	Iteration 99Q: 3 clusters Score -1.756228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 162340 members 
Entering Unmasked Estep 
Score: -17562286.000000 Penalty: 3902.841553
	Iteration 100F: 3 clusters Score -1.756229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 101Q: 3 clusters Score -1.756228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 162416 members 
Entering Unmasked Estep 
Score: -17562264.000000 Penalty: 3902.841553
	Iteration 102Q: 3 clusters Score -1.756226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -17562276.000000 Penalty: 3902.841553
	Iteration 103Q: 3 clusters Score -1.756228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -17562264.000000 Penalty: 3902.841553
	Iteration 104Q: 3 clusters Score -1.756226e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 162501 members 
Entering Unmasked Estep 
Score: -17562270.000000 Penalty: 3902.841553
	Iteration 105Q: 3 clusters Score -1.756227e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 162525 members 
Entering Unmasked Estep 
Score: -17562278.000000 Penalty: 3902.841553
	Iteration 106Q: 3 clusters Score -1.756228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -17562276.000000 Penalty: 3902.841553
	Iteration 107Q: 3 clusters Score -1.756228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -17562264.000000 Penalty: 3902.841553
	Iteration 108Q: 3 clusters Score -1.756226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -17562276.000000 Penalty: 3902.841553
	Iteration 109Q: 3 clusters Score -1.756228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 162608 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 110Q: 3 clusters Score -1.756228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 162626 members 
Entering Unmasked Estep 
Score: -17562294.000000 Penalty: 3902.841553
	Iteration 111Q: 3 clusters Score -1.756229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 112Q: 3 clusters Score -1.756228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -17562286.000000 Penalty: 3902.841553
	Iteration 113Q: 3 clusters Score -1.756229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 114Q: 3 clusters Score -1.756228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 115Q: 3 clusters Score -1.756228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -17562286.000000 Penalty: 3902.841553
	Iteration 116Q: 3 clusters Score -1.756229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 162667 members 
Entering Unmasked Estep 
Score: -17562290.000000 Penalty: 3902.841553
	Iteration 117Q: 3 clusters Score -1.756229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 118Q: 3 clusters Score -1.756228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 119Q: 3 clusters Score -1.756228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -17562284.000000 Penalty: 3902.841553
	Iteration 120F: 3 clusters Score -1.756228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 121Q: 3 clusters Score -1.756227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 162697 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 122Q: 3 clusters Score -1.756227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 162701 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 123Q: 3 clusters Score -1.756228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 162702 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 124Q: 3 clusters Score -1.756228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 125Q: 3 clusters Score -1.756228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -17562280.000000 Penalty: 3902.841553
	Iteration 126Q: 3 clusters Score -1.756228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 127Q: 3 clusters Score -1.756228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 162714 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 128Q: 3 clusters Score -1.756228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -17562278.000000 Penalty: 3902.841553
	Iteration 129Q: 3 clusters Score -1.756228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -17562282.000000 Penalty: 3902.841553
	Iteration 130Q: 3 clusters Score -1.756228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -17562290.000000 Penalty: 3902.841553
	Iteration 131Q: 3 clusters Score -1.756229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -17562284.000000 Penalty: 3902.841553
	Iteration 132Q: 3 clusters Score -1.756228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -17562278.000000 Penalty: 3902.841553
	Iteration 133Q: 3 clusters Score -1.756228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 162736 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 134Q: 3 clusters Score -1.756227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 135Q: 3 clusters Score -1.756227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -17562274.000000 Penalty: 3902.841553
	Iteration 136F: 3 clusters Score -1.756227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Entering Unmasked Estep 
Score: -3126640.750000 Penalty: 1674.640503
	Iteration 0F: 2 clusters Score -3126641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3106391.750000 Penalty: 3349.281006
	Iteration 0F: 3 clusters Score -3106392 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3114265.500000 Penalty: 3349.281006
	Iteration 1F: 3 clusters Score -3114266 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3115047.500000 Penalty: 3349.281006
	Iteration 2F: 3 clusters Score -3115048 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3116300.750000 Penalty: 3349.281006
	Iteration 3F: 3 clusters Score -3116301 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3118137.000000 Penalty: 3349.281006
	Iteration 4F: 3 clusters Score -3118137 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3120531.000000 Penalty: 3349.281006
	Iteration 5F: 3 clusters Score -3120531 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3122876.750000 Penalty: 3349.281006
	Iteration 6F: 3 clusters Score -3122877 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3124419.750000 Penalty: 3349.281006
	Iteration 7F: 3 clusters Score -3124420 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3125229.500000 Penalty: 3349.281006
	Iteration 8Q: 3 clusters Score -3125230 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3125722.750000 Penalty: 3349.281006
	Iteration 9Q: 3 clusters Score -3125723 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3126001.750000 Penalty: 3349.281006
	Iteration 10Q: 3 clusters Score -3126002 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3126153.750000 Penalty: 3349.281006
	Iteration 11Q: 3 clusters Score -3126154 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3126248.250000 Penalty: 3349.281006
	Iteration 12Q: 3 clusters Score -3126248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3126303.000000 Penalty: 3349.281006
	Iteration 13Q: 3 clusters Score -3126303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3126318.750000 Penalty: 3349.281006
	Iteration 14Q: 3 clusters Score -3126319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3126334.500000 Penalty: 3349.281006
	Iteration 15Q: 3 clusters Score -3126334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3126344.250000 Penalty: 3349.281006
	Iteration 16Q: 3 clusters Score -3126344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3126351.250000 Penalty: 3349.281006
	Iteration 17Q: 3 clusters Score -3126351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3126354.750000 Penalty: 3349.281006
	Iteration 18Q: 3 clusters Score -3126355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3126366.750000 Penalty: 3349.281006
	Iteration 19Q: 3 clusters Score -3126367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3126373.000000 Penalty: 3349.281006
	Iteration 20F: 3 clusters Score -3126373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3126376.250000 Penalty: 3349.281006
	Iteration 21Q: 3 clusters Score -3126376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3126380.000000 Penalty: 3349.281006
	Iteration 22Q: 3 clusters Score -3126380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3126379.000000 Penalty: 3349.281006
	Iteration 23Q: 3 clusters Score -3126379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3126376.750000 Penalty: 3349.281006
	Iteration 24Q: 3 clusters Score -3126377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3126385.250000 Penalty: 3349.281006
	Iteration 25Q: 3 clusters Score -3126385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3126383.000000 Penalty: 3349.281006
	Iteration 26Q: 3 clusters Score -3126383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3126383.000000 Penalty: 3349.281006
	Iteration 27F: 3 clusters Score -3126383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -165511.906250 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -165511.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -163648.875000 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -163648.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164085.812500 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -164085.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -164201.187500 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -164201.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -164257.453125 Penalty: 2407.575439
	Iteration 3Q: 3 clusters Score -164257.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -164303.203125 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -164303.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -164367.109375 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -164367.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -164419.828125 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -164419.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -164458.578125 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -164458.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -164498.500000 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -164498.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164552.093750 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -164552.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -164586.453125 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -164586.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -164613.562500 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -164613.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -164635.484375 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -164635.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -164660.750000 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -164660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -164682.281250 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -164682.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -164698.125000 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -164698.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -164710.125000 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -164710.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -164717.437500 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -164717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164725.406250 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -164725.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164731.343750 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -164731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164733.093750 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -164733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -164734.296875 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -164734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164736.968750 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -164737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -164739.843750 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -164739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164742.421875 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -164742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164742.390625 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -164742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -164742.953125 Penalty: 2407.575439
	Iteration 26Q: 3 clusters Score -164743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -164743.968750 Penalty: 2407.575439
	Iteration 27Q: 3 clusters Score -164744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -164744.343750 Penalty: 2407.575439
	Iteration 28Q: 3 clusters Score -164744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -164744.343750 Penalty: 2407.575439
	Iteration 29F: 3 clusters Score -164744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Entering Unmasked Estep 
Score: -1171874.750000 Penalty: 1517.272461
	Iteration 0F: 2 clusters Score -1171875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1163917.000000 Penalty: 3034.544922
	Iteration 0F: 3 clusters Score -1163917 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1166743.000000 Penalty: 3034.544922
	Iteration 1F: 3 clusters Score -1166743 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1167302.375000 Penalty: 3034.544922
	Iteration 2F: 3 clusters Score -1167302 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1167942.875000 Penalty: 3034.544922
	Iteration 3F: 3 clusters Score -1167943 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1168709.000000 Penalty: 3034.544922
	Iteration 4F: 3 clusters Score -1168709 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1169418.250000 Penalty: 3034.544922
	Iteration 5F: 3 clusters Score -1169418 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1169991.875000 Penalty: 3034.544922
	Iteration 6F: 3 clusters Score -1169992 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1170366.000000 Penalty: 3034.544922
	Iteration 7Q: 3 clusters Score -1170366 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1170670.500000 Penalty: 3034.544922
	Iteration 8Q: 3 clusters Score -1170670 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1170890.625000 Penalty: 3034.544922
	Iteration 9Q: 3 clusters Score -1170891 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1171017.125000 Penalty: 3034.544922
	Iteration 10Q: 3 clusters Score -1171017 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1171097.250000 Penalty: 3034.544922
	Iteration 11Q: 3 clusters Score -1171097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1171162.250000 Penalty: 3034.544922
	Iteration 12Q: 3 clusters Score -1171162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1171209.500000 Penalty: 3034.544922
	Iteration 13Q: 3 clusters Score -1171210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1171244.375000 Penalty: 3034.544922
	Iteration 14Q: 3 clusters Score -1171244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1171271.000000 Penalty: 3034.544922
	Iteration 15Q: 3 clusters Score -1171271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1171291.875000 Penalty: 3034.544922
	Iteration 16Q: 3 clusters Score -1171292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1171307.250000 Penalty: 3034.544922
	Iteration 17Q: 3 clusters Score -1171307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1171315.125000 Penalty: 3034.544922
	Iteration 18Q: 3 clusters Score -1171315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1171317.875000 Penalty: 3034.544922
	Iteration 19Q: 3 clusters Score -1171318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1171322.125000 Penalty: 3034.544922
	Iteration 20F: 3 clusters Score -1171322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1171324.000000 Penalty: 3034.544922
	Iteration 21Q: 3 clusters Score -1171324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1171327.500000 Penalty: 3034.544922
	Iteration 22Q: 3 clusters Score -1171328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1171332.000000 Penalty: 3034.544922
	Iteration 23Q: 3 clusters Score -1171332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1171334.625000 Penalty: 3034.544922
	Iteration 24Q: 3 clusters Score -1171335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1171340.125000 Penalty: 3034.544922
	Iteration 25Q: 3 clusters Score -1171340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1171342.750000 Penalty: 3034.544922
	Iteration 26Q: 3 clusters Score -1171343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1171349.375000 Penalty: 3034.544922
	Iteration 27Q: 3 clusters Score -1171349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1171350.875000 Penalty: 3034.544922
	Iteration 28Q: 3 clusters Score -1171351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1171351.750000 Penalty: 3034.544922
	Iteration 29Q: 3 clusters Score -1171352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1171357.375000 Penalty: 3034.544922
	Iteration 30Q: 3 clusters Score -1171357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1171355.750000 Penalty: 3034.544922
	Iteration 31Q: 3 clusters Score -1171356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1171355.875000 Penalty: 3034.544922
	Iteration 32Q: 3 clusters Score -1171356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1171355.875000 Penalty: 3034.544922
	Iteration 33F: 3 clusters Score -1171356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11155.442383 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11155.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11331.567383 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11331.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11354.930664 Penalty: 1624.093994
	Iteration 2Q: 3 clusters Score -11354.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11375.545898 Penalty: 1624.093994
	Iteration 3Q: 3 clusters Score -11375.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11378.406250 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11378.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11393.477539 Penalty: 1624.093994
	Iteration 5Q: 3 clusters Score -11393.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11408.147461 Penalty: 1624.093994
	Iteration 6Q: 3 clusters Score -11408.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11417.981445 Penalty: 1624.093994
	Iteration 7Q: 3 clusters Score -11417.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11417.981445 Penalty: 1624.093994
	Iteration 8F: 3 clusters Score -11417.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -133609.562500 Penalty: 1166.637573
	Iteration 0F: 2 clusters Score -133609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131992.015625 Penalty: 2333.275146
	Iteration 0F: 3 clusters Score -131992 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132251.406250 Penalty: 2333.275146
	Iteration 1F: 3 clusters Score -132251.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132323.937500 Penalty: 2333.275146
	Iteration 2F: 3 clusters Score -132323.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132375.656250 Penalty: 2333.275146
	Iteration 3Q: 3 clusters Score -132375.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132404.078125 Penalty: 2333.275146
	Iteration 4Q: 3 clusters Score -132404.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132422.421875 Penalty: 2333.275146
	Iteration 5Q: 3 clusters Score -132422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132433.421875 Penalty: 2333.275146
	Iteration 6Q: 3 clusters Score -132433.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132447.890625 Penalty: 2333.275146
	Iteration 7Q: 3 clusters Score -132447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132464.125000 Penalty: 2333.275146
	Iteration 8Q: 3 clusters Score -132464.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132474.828125 Penalty: 2333.275146
	Iteration 9Q: 3 clusters Score -132474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -132483.171875 Penalty: 2333.275146
	Iteration 10Q: 3 clusters Score -132483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132491.218750 Penalty: 2333.275146
	Iteration 11Q: 3 clusters Score -132491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132497.390625 Penalty: 2333.275146
	Iteration 12Q: 3 clusters Score -132497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132503.546875 Penalty: 2333.275146
	Iteration 13Q: 3 clusters Score -132503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132507.359375 Penalty: 2333.275146
	Iteration 14Q: 3 clusters Score -132507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132510.890625 Penalty: 2333.275146
	Iteration 15Q: 3 clusters Score -132510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132512.109375 Penalty: 2333.275146
	Iteration 16Q: 3 clusters Score -132512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132512.109375 Penalty: 2333.275146
	Iteration 17F: 3 clusters Score -132512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1130341.625000 Penalty: 1501.783081
	Iteration 0F: 2 clusters Score -1130342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1122925.875000 Penalty: 3003.566162
	Iteration 0F: 3 clusters Score -1122926 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1125257.375000 Penalty: 3003.566162
	Iteration 1F: 3 clusters Score -1125257 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1125468.625000 Penalty: 3003.566162
	Iteration 2F: 3 clusters Score -1125469 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1125646.625000 Penalty: 3003.566162
	Iteration 3Q: 3 clusters Score -1125647 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1125802.250000 Penalty: 3003.566162
	Iteration 4Q: 3 clusters Score -1125802 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1125934.125000 Penalty: 3003.566162
	Iteration 5Q: 3 clusters Score -1125934 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1126040.125000 Penalty: 3003.566162
	Iteration 6Q: 3 clusters Score -1126040 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1126164.750000 Penalty: 3003.566162
	Iteration 7Q: 3 clusters Score -1126165 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1126319.125000 Penalty: 3003.566162
	Iteration 8Q: 3 clusters Score -1126319 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1126516.375000 Penalty: 3003.566162
	Iteration 9Q: 3 clusters Score -1126516 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1126754.500000 Penalty: 3003.566162
	Iteration 10Q: 3 clusters Score -1126754 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1127051.250000 Penalty: 3003.566162
	Iteration 11Q: 3 clusters Score -1127051 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1127414.875000 Penalty: 3003.566162
	Iteration 12Q: 3 clusters Score -1127415 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1127841.125000 Penalty: 3003.566162
	Iteration 13F: 3 clusters Score -1127841 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1128186.250000 Penalty: 3003.566162
	Iteration 14Q: 3 clusters Score -1128186 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1128373.750000 Penalty: 3003.566162
	Iteration 15Q: 3 clusters Score -1128374 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1128474.125000 Penalty: 3003.566162
	Iteration 16Q: 3 clusters Score -1128474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1128537.000000 Penalty: 3003.566162
	Iteration 17Q: 3 clusters Score -1128537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1128576.250000 Penalty: 3003.566162
	Iteration 18Q: 3 clusters Score -1128576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1128607.375000 Penalty: 3003.566162
	Iteration 19Q: 3 clusters Score -1128607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1128627.000000 Penalty: 3003.566162
	Iteration 20F: 3 clusters Score -1128627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1128642.500000 Penalty: 3003.566162
	Iteration 21Q: 3 clusters Score -1128642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1128654.500000 Penalty: 3003.566162
	Iteration 22Q: 3 clusters Score -1128654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1128666.875000 Penalty: 3003.566162
	Iteration 23Q: 3 clusters Score -1128667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1128673.500000 Penalty: 3003.566162
	Iteration 24Q: 3 clusters Score -1128674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1128683.500000 Penalty: 3003.566162
	Iteration 25Q: 3 clusters Score -1128684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1128696.500000 Penalty: 3003.566162
	Iteration 26Q: 3 clusters Score -1128696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1128712.625000 Penalty: 3003.566162
	Iteration 27Q: 3 clusters Score -1128713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1128721.500000 Penalty: 3003.566162
	Iteration 28Q: 3 clusters Score -1128722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1128726.250000 Penalty: 3003.566162
	Iteration 29Q: 3 clusters Score -1128726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1128735.500000 Penalty: 3003.566162
	Iteration 30Q: 3 clusters Score -1128736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1128740.750000 Penalty: 3003.566162
	Iteration 31Q: 3 clusters Score -1128741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1128746.875000 Penalty: 3003.566162
	Iteration 32Q: 3 clusters Score -1128747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1128751.000000 Penalty: 3003.566162
	Iteration 33Q: 3 clusters Score -1128751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1128751.250000 Penalty: 3003.566162
	Iteration 34Q: 3 clusters Score -1128751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1128756.375000 Penalty: 3003.566162
	Iteration 35Q: 3 clusters Score -1128756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1128759.875000 Penalty: 3003.566162
	Iteration 36Q: 3 clusters Score -1128760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1128766.875000 Penalty: 3003.566162
	Iteration 37Q: 3 clusters Score -1128767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1128770.500000 Penalty: 3003.566162
	Iteration 38Q: 3 clusters Score -1128770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1128776.500000 Penalty: 3003.566162
	Iteration 39Q: 3 clusters Score -1128776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1128783.375000 Penalty: 3003.566162
	Iteration 40F: 3 clusters Score -1128783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1128787.000000 Penalty: 3003.566162
	Iteration 41Q: 3 clusters Score -1128787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1128797.375000 Penalty: 3003.566162
	Iteration 42Q: 3 clusters Score -1128797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1128804.000000 Penalty: 3003.566162
	Iteration 43Q: 3 clusters Score -1128804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1128809.625000 Penalty: 3003.566162
	Iteration 44Q: 3 clusters Score -1128810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1128819.375000 Penalty: 3003.566162
	Iteration 45Q: 3 clusters Score -1128819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1128827.375000 Penalty: 3003.566162
	Iteration 46Q: 3 clusters Score -1128827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1128832.375000 Penalty: 3003.566162
	Iteration 47Q: 3 clusters Score -1128832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1128839.375000 Penalty: 3003.566162
	Iteration 48Q: 3 clusters Score -1128839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1128843.875000 Penalty: 3003.566162
	Iteration 49Q: 3 clusters Score -1128844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1128846.625000 Penalty: 3003.566162
	Iteration 50Q: 3 clusters Score -1128847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1128856.625000 Penalty: 3003.566162
	Iteration 51Q: 3 clusters Score -1128857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1128861.625000 Penalty: 3003.566162
	Iteration 52Q: 3 clusters Score -1128862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1128865.250000 Penalty: 3003.566162
	Iteration 53Q: 3 clusters Score -1128865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1128870.750000 Penalty: 3003.566162
	Iteration 54Q: 3 clusters Score -1128871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1128875.125000 Penalty: 3003.566162
	Iteration 55Q: 3 clusters Score -1128875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1128879.125000 Penalty: 3003.566162
	Iteration 56Q: 3 clusters Score -1128879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1128882.250000 Penalty: 3003.566162
	Iteration 57Q: 3 clusters Score -1128882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1128887.625000 Penalty: 3003.566162
	Iteration 58Q: 3 clusters Score -1128888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1128891.375000 Penalty: 3003.566162
	Iteration 59Q: 3 clusters Score -1128891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1128894.500000 Penalty: 3003.566162
	Iteration 60F: 3 clusters Score -1128894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1128899.875000 Penalty: 3003.566162
	Iteration 61Q: 3 clusters Score -1128900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1128903.500000 Penalty: 3003.566162
	Iteration 62Q: 3 clusters Score -1128904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1128907.125000 Penalty: 3003.566162
	Iteration 63Q: 3 clusters Score -1128907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1128909.000000 Penalty: 3003.566162
	Iteration 64Q: 3 clusters Score -1128909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1128908.500000 Penalty: 3003.566162
	Iteration 65Q: 3 clusters Score -1128908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1128911.875000 Penalty: 3003.566162
	Iteration 66Q: 3 clusters Score -1128912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1128913.750000 Penalty: 3003.566162
	Iteration 67Q: 3 clusters Score -1128914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1128914.875000 Penalty: 3003.566162
	Iteration 68Q: 3 clusters Score -1128915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1128917.750000 Penalty: 3003.566162
	Iteration 69Q: 3 clusters Score -1128918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1128920.375000 Penalty: 3003.566162
	Iteration 70Q: 3 clusters Score -1128920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1128921.750000 Penalty: 3003.566162
	Iteration 71Q: 3 clusters Score -1128922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1128926.000000 Penalty: 3003.566162
	Iteration 72Q: 3 clusters Score -1128926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1128930.375000 Penalty: 3003.566162
	Iteration 73Q: 3 clusters Score -1128930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1128929.000000 Penalty: 3003.566162
	Iteration 74Q: 3 clusters Score -1128929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1128932.250000 Penalty: 3003.566162
	Iteration 75Q: 3 clusters Score -1128932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1128931.875000 Penalty: 3003.566162
	Iteration 76Q: 3 clusters Score -1128932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1128932.250000 Penalty: 3003.566162
	Iteration 77Q: 3 clusters Score -1128932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1128936.250000 Penalty: 3003.566162
	Iteration 78Q: 3 clusters Score -1128936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1128939.125000 Penalty: 3003.566162
	Iteration 79Q: 3 clusters Score -1128939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1128940.375000 Penalty: 3003.566162
	Iteration 80F: 3 clusters Score -1128940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1128948.625000 Penalty: 3003.566162
	Iteration 81Q: 3 clusters Score -1128949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1128954.375000 Penalty: 3003.566162
	Iteration 82Q: 3 clusters Score -1128954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1128961.375000 Penalty: 3003.566162
	Iteration 83Q: 3 clusters Score -1128961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1128965.375000 Penalty: 3003.566162
	Iteration 84Q: 3 clusters Score -1128965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1128971.375000 Penalty: 3003.566162
	Iteration 85Q: 3 clusters Score -1128971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1128975.125000 Penalty: 3003.566162
	Iteration 86Q: 3 clusters Score -1128975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1128977.625000 Penalty: 3003.566162
	Iteration 87Q: 3 clusters Score -1128978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1128980.500000 Penalty: 3003.566162
	Iteration 88Q: 3 clusters Score -1128980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1128981.125000 Penalty: 3003.566162
	Iteration 89Q: 3 clusters Score -1128981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1128983.375000 Penalty: 3003.566162
	Iteration 90Q: 3 clusters Score -1128983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1128985.250000 Penalty: 3003.566162
	Iteration 91Q: 3 clusters Score -1128985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1128983.625000 Penalty: 3003.566162
	Iteration 92Q: 3 clusters Score -1128984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1128986.750000 Penalty: 3003.566162
	Iteration 93Q: 3 clusters Score -1128987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1128987.500000 Penalty: 3003.566162
	Iteration 94Q: 3 clusters Score -1128988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1128985.625000 Penalty: 3003.566162
	Iteration 95Q: 3 clusters Score -1128986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1128985.500000 Penalty: 3003.566162
	Iteration 96Q: 3 clusters Score -1128986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1128989.125000 Penalty: 3003.566162
	Iteration 97Q: 3 clusters Score -1128989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1128989.250000 Penalty: 3003.566162
	Iteration 98Q: 3 clusters Score -1128989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1128991.625000 Penalty: 3003.566162
	Iteration 99Q: 3 clusters Score -1128992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1128991.875000 Penalty: 3003.566162
	Iteration 100F: 3 clusters Score -1128992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1128994.250000 Penalty: 3003.566162
	Iteration 101Q: 3 clusters Score -1128994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1128999.625000 Penalty: 3003.566162
	Iteration 102Q: 3 clusters Score -1129000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1129000.250000 Penalty: 3003.566162
	Iteration 103Q: 3 clusters Score -1129000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1128999.875000 Penalty: 3003.566162
	Iteration 104Q: 3 clusters Score -1129000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1129003.875000 Penalty: 3003.566162
	Iteration 105Q: 3 clusters Score -1129004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1129003.000000 Penalty: 3003.566162
	Iteration 106Q: 3 clusters Score -1129003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1129004.500000 Penalty: 3003.566162
	Iteration 107Q: 3 clusters Score -1129004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1129003.000000 Penalty: 3003.566162
	Iteration 108Q: 3 clusters Score -1129003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1129005.750000 Penalty: 3003.566162
	Iteration 109Q: 3 clusters Score -1129006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1129008.000000 Penalty: 3003.566162
	Iteration 110Q: 3 clusters Score -1129008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1129006.000000 Penalty: 3003.566162
	Iteration 111Q: 3 clusters Score -1129006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1129006.875000 Penalty: 3003.566162
	Iteration 112Q: 3 clusters Score -1129007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1129007.625000 Penalty: 3003.566162
	Iteration 113Q: 3 clusters Score -1129008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1129007.750000 Penalty: 3003.566162
	Iteration 114Q: 3 clusters Score -1129008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1129008.000000 Penalty: 3003.566162
	Iteration 115Q: 3 clusters Score -1129008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1129010.125000 Penalty: 3003.566162
	Iteration 116Q: 3 clusters Score -1129010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1129010.125000 Penalty: 3003.566162
	Iteration 117F: 3 clusters Score -1129010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -636808.875000 Penalty: 1409.362427
	Iteration 0F: 2 clusters Score -636808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -632250.937500 Penalty: 2818.724854
	Iteration 0F: 3 clusters Score -632250.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -633529.625000 Penalty: 2818.724854
	Iteration 1F: 3 clusters Score -633529.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -633715.687500 Penalty: 2818.724854
	Iteration 2F: 3 clusters Score -633715.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -633843.625000 Penalty: 2818.724854
	Iteration 3Q: 3 clusters Score -633843.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -633937.187500 Penalty: 2818.724854
	Iteration 4Q: 3 clusters Score -633937.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -633999.125000 Penalty: 2818.724854
	Iteration 5Q: 3 clusters Score -633999.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -634052.562500 Penalty: 2818.724854
	Iteration 6Q: 3 clusters Score -634052.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -634111.750000 Penalty: 2818.724854
	Iteration 7Q: 3 clusters Score -634111.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -634181.187500 Penalty: 2818.724854
	Iteration 8Q: 3 clusters Score -634181.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -634260.312500 Penalty: 2818.724854
	Iteration 9Q: 3 clusters Score -634260.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -634331.812500 Penalty: 2818.724854
	Iteration 10Q: 3 clusters Score -634331.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -634427.375000 Penalty: 2818.724854
	Iteration 11Q: 3 clusters Score -634427.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -634545.312500 Penalty: 2818.724854
	Iteration 12Q: 3 clusters Score -634545.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -634687.562500 Penalty: 2818.724854
	Iteration 13Q: 3 clusters Score -634687.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -634818.812500 Penalty: 2818.724854
	Iteration 14Q: 3 clusters Score -634818.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -634930.062500 Penalty: 2818.724854
	Iteration 15Q: 3 clusters Score -634930.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -635041.312500 Penalty: 2818.724854
	Iteration 16Q: 3 clusters Score -635041.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -635140.062500 Penalty: 2818.724854
	Iteration 17Q: 3 clusters Score -635140.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -635218.562500 Penalty: 2818.724854
	Iteration 18Q: 3 clusters Score -635218.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -635308.312500 Penalty: 2818.724854
	Iteration 19Q: 3 clusters Score -635308.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -635381.000000 Penalty: 2818.724854
	Iteration 20F: 3 clusters Score -635381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -635430.937500 Penalty: 2818.724854
	Iteration 21Q: 3 clusters Score -635430.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -635464.125000 Penalty: 2818.724854
	Iteration 22Q: 3 clusters Score -635464.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -635481.750000 Penalty: 2818.724854
	Iteration 23Q: 3 clusters Score -635481.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -635506.125000 Penalty: 2818.724854
	Iteration 24Q: 3 clusters Score -635506.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -635517.125000 Penalty: 2818.724854
	Iteration 25Q: 3 clusters Score -635517.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -635521.875000 Penalty: 2818.724854
	Iteration 26Q: 3 clusters Score -635521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -635528.562500 Penalty: 2818.724854
	Iteration 27Q: 3 clusters Score -635528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -635535.250000 Penalty: 2818.724854
	Iteration 28Q: 3 clusters Score -635535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -635540.750000 Penalty: 2818.724854
	Iteration 29Q: 3 clusters Score -635540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -635542.250000 Penalty: 2818.724854
	Iteration 30Q: 3 clusters Score -635542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -635544.312500 Penalty: 2818.724854
	Iteration 31Q: 3 clusters Score -635544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -635545.625000 Penalty: 2818.724854
	Iteration 32Q: 3 clusters Score -635545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -635547.312500 Penalty: 2818.724854
	Iteration 33Q: 3 clusters Score -635547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -635549.375000 Penalty: 2818.724854
	Iteration 34Q: 3 clusters Score -635549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -635550.750000 Penalty: 2818.724854
	Iteration 35Q: 3 clusters Score -635550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -635553.000000 Penalty: 2818.724854
	Iteration 36Q: 3 clusters Score -635553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -635555.875000 Penalty: 2818.724854
	Iteration 37Q: 3 clusters Score -635555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -635555.812500 Penalty: 2818.724854
	Iteration 38Q: 3 clusters Score -635555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -635557.250000 Penalty: 2818.724854
	Iteration 39Q: 3 clusters Score -635557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -635558.812500 Penalty: 2818.724854
	Iteration 40F: 3 clusters Score -635558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -635561.687500 Penalty: 2818.724854
	Iteration 41Q: 3 clusters Score -635561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -635563.937500 Penalty: 2818.724854
	Iteration 42Q: 3 clusters Score -635563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -635565.125000 Penalty: 2818.724854
	Iteration 43Q: 3 clusters Score -635565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -635568.125000 Penalty: 2818.724854
	Iteration 44Q: 3 clusters Score -635568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -635569.937500 Penalty: 2818.724854
	Iteration 45Q: 3 clusters Score -635569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -635571.875000 Penalty: 2818.724854
	Iteration 46Q: 3 clusters Score -635571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -635572.687500 Penalty: 2818.724854
	Iteration 47Q: 3 clusters Score -635572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -635572.687500 Penalty: 2818.724854
	Iteration 48F: 3 clusters Score -635572.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -254970.781250 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -254970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -252618.671875 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -252618.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -253136.531250 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -253136.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -253259.750000 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -253259.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253356.312500 Penalty: 2533.317627
	Iteration 3F: 3 clusters Score -253356.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -253423.750000 Penalty: 2533.317627
	Iteration 4Q: 3 clusters Score -253423.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -253470.562500 Penalty: 2533.317627
	Iteration 5Q: 3 clusters Score -253470.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253510.140625 Penalty: 2533.317627
	Iteration 6Q: 3 clusters Score -253510.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253539.421875 Penalty: 2533.317627
	Iteration 7Q: 3 clusters Score -253539.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253559.953125 Penalty: 2533.317627
	Iteration 8Q: 3 clusters Score -253560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253580.218750 Penalty: 2533.317627
	Iteration 9Q: 3 clusters Score -253580.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -253597.703125 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -253597.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -253611.046875 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -253611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -253625.578125 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -253625.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -253644.015625 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -253644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -253662.843750 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -253662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -253680.046875 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -253680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -253698.718750 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -253698.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -253714.484375 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -253714.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -253733.750000 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -253733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -253744.718750 Penalty: 2533.317627
	Iteration 19Q: 3 clusters Score -253744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -253750.843750 Penalty: 2533.317627
	Iteration 20F: 3 clusters Score -253750.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -253759.250000 Penalty: 2533.317627
	Iteration 21Q: 3 clusters Score -253759.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -253768.421875 Penalty: 2533.317627
	Iteration 22Q: 3 clusters Score -253768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -253772.343750 Penalty: 2533.317627
	Iteration 23Q: 3 clusters Score -253772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253777.046875 Penalty: 2533.317627
	Iteration 24Q: 3 clusters Score -253777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -253782.593750 Penalty: 2533.317627
	Iteration 25Q: 3 clusters Score -253782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -253785.015625 Penalty: 2533.317627
	Iteration 26Q: 3 clusters Score -253785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -253788.421875 Penalty: 2533.317627
	Iteration 27Q: 3 clusters Score -253788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -253792.187500 Penalty: 2533.317627
	Iteration 28Q: 3 clusters Score -253792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -253796.953125 Penalty: 2533.317627
	Iteration 29Q: 3 clusters Score -253797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -253802.281250 Penalty: 2533.317627
	Iteration 30Q: 3 clusters Score -253802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -253808.125000 Penalty: 2533.317627
	Iteration 31Q: 3 clusters Score -253808.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -253816.671875 Penalty: 2533.317627
	Iteration 32Q: 3 clusters Score -253816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -253825.171875 Penalty: 2533.317627
	Iteration 33Q: 3 clusters Score -253825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -253834.015625 Penalty: 2533.317627
	Iteration 34Q: 3 clusters Score -253834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -253842.281250 Penalty: 2533.317627
	Iteration 35Q: 3 clusters Score -253842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -253846.093750 Penalty: 2533.317627
	Iteration 36Q: 3 clusters Score -253846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -253850.406250 Penalty: 2533.317627
	Iteration 37Q: 3 clusters Score -253850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -253854.625000 Penalty: 2533.317627
	Iteration 38Q: 3 clusters Score -253854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -253859.109375 Penalty: 2533.317627
	Iteration 39Q: 3 clusters Score -253859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -253862.234375 Penalty: 2533.317627
	Iteration 40F: 3 clusters Score -253862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -253867.703125 Penalty: 2533.317627
	Iteration 41Q: 3 clusters Score -253867.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -253872.062500 Penalty: 2533.317627
	Iteration 42Q: 3 clusters Score -253872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253876.234375 Penalty: 2533.317627
	Iteration 43Q: 3 clusters Score -253876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -253882.343750 Penalty: 2533.317627
	Iteration 44Q: 3 clusters Score -253882.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -253890.640625 Penalty: 2533.317627
	Iteration 45Q: 3 clusters Score -253890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -253906.609375 Penalty: 2533.317627
	Iteration 46Q: 3 clusters Score -253906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -253919.953125 Penalty: 2533.317627
	Iteration 47Q: 3 clusters Score -253920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -253931.625000 Penalty: 2533.317627
	Iteration 48Q: 3 clusters Score -253931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -253941.515625 Penalty: 2533.317627
	Iteration 49Q: 3 clusters Score -253941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -253947.859375 Penalty: 2533.317627
	Iteration 50Q: 3 clusters Score -253947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -253954.515625 Penalty: 2533.317627
	Iteration 51Q: 3 clusters Score -253954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -253959.765625 Penalty: 2533.317627
	Iteration 52Q: 3 clusters Score -253959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -253964.796875 Penalty: 2533.317627
	Iteration 53Q: 3 clusters Score -253964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -253971.078125 Penalty: 2533.317627
	Iteration 54Q: 3 clusters Score -253971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -253975.296875 Penalty: 2533.317627
	Iteration 55Q: 3 clusters Score -253975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -253978.265625 Penalty: 2533.317627
	Iteration 56Q: 3 clusters Score -253978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -253981.937500 Penalty: 2533.317627
	Iteration 57Q: 3 clusters Score -253981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -253983.828125 Penalty: 2533.317627
	Iteration 58Q: 3 clusters Score -253983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -253986.187500 Penalty: 2533.317627
	Iteration 59Q: 3 clusters Score -253986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -253990.062500 Penalty: 2533.317627
	Iteration 60F: 3 clusters Score -253990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -253994.703125 Penalty: 2533.317627
	Iteration 61Q: 3 clusters Score -253994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -253997.906250 Penalty: 2533.317627
	Iteration 62Q: 3 clusters Score -253997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -253999.593750 Penalty: 2533.317627
	Iteration 63Q: 3 clusters Score -253999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -254001.187500 Penalty: 2533.317627
	Iteration 64Q: 3 clusters Score -254001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -254002.062500 Penalty: 2533.317627
	Iteration 65Q: 3 clusters Score -254002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -254002.453125 Penalty: 2533.317627
	Iteration 66Q: 3 clusters Score -254002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -254002.937500 Penalty: 2533.317627
	Iteration 67Q: 3 clusters Score -254002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -254004.109375 Penalty: 2533.317627
	Iteration 68Q: 3 clusters Score -254004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -254005.265625 Penalty: 2533.317627
	Iteration 69Q: 3 clusters Score -254005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -254005.500000 Penalty: 2533.317627
	Iteration 70Q: 3 clusters Score -254005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -254005.500000 Penalty: 2533.317627
	Iteration 71F: 3 clusters Score -254005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Entering Unmasked Estep 
Score: -1373607.500000 Penalty: 1540.249390
	Iteration 0F: 2 clusters Score -1373608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1364447.000000 Penalty: 3080.498779
	Iteration 0F: 3 clusters Score -1364447 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1367558.125000 Penalty: 3080.498779
	Iteration 1F: 3 clusters Score -1367558 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1367928.125000 Penalty: 3080.498779
	Iteration 2F: 3 clusters Score -1367928 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1368220.250000 Penalty: 3080.498779
	Iteration 3F: 3 clusters Score -1368220 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1368455.250000 Penalty: 3080.498779
	Iteration 4Q: 3 clusters Score -1368455 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1368645.250000 Penalty: 3080.498779
	Iteration 5Q: 3 clusters Score -1368645 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1368857.250000 Penalty: 3080.498779
	Iteration 6Q: 3 clusters Score -1368857 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1369052.125000 Penalty: 3080.498779
	Iteration 7Q: 3 clusters Score -1369052 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1369245.125000 Penalty: 3080.498779
	Iteration 8Q: 3 clusters Score -1369245 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1369466.500000 Penalty: 3080.498779
	Iteration 9Q: 3 clusters Score -1369466 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1369709.250000 Penalty: 3080.498779
	Iteration 10Q: 3 clusters Score -1369709 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1370027.500000 Penalty: 3080.498779
	Iteration 11Q: 3 clusters Score -1370028 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1370367.250000 Penalty: 3080.498779
	Iteration 12Q: 3 clusters Score -1370367 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1370656.125000 Penalty: 3080.498779
	Iteration 13Q: 3 clusters Score -1370656 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1370869.125000 Penalty: 3080.498779
	Iteration 14Q: 3 clusters Score -1370869 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1371052.375000 Penalty: 3080.498779
	Iteration 15Q: 3 clusters Score -1371052 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1371190.875000 Penalty: 3080.498779
	Iteration 16Q: 3 clusters Score -1371191 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1371290.750000 Penalty: 3080.498779
	Iteration 17Q: 3 clusters Score -1371291 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1371372.500000 Penalty: 3080.498779
	Iteration 18Q: 3 clusters Score -1371372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1371452.125000 Penalty: 3080.498779
	Iteration 19Q: 3 clusters Score -1371452 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1371533.750000 Penalty: 3080.498779
	Iteration 20F: 3 clusters Score -1371534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1371608.375000 Penalty: 3080.498779
	Iteration 21Q: 3 clusters Score -1371608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1371696.500000 Penalty: 3080.498779
	Iteration 22Q: 3 clusters Score -1371696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1371792.500000 Penalty: 3080.498779
	Iteration 23Q: 3 clusters Score -1371792 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1371897.125000 Penalty: 3080.498779
	Iteration 24Q: 3 clusters Score -1371897 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1372004.875000 Penalty: 3080.498779
	Iteration 25Q: 3 clusters Score -1372005 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1372100.625000 Penalty: 3080.498779
	Iteration 26Q: 3 clusters Score -1372101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1372202.500000 Penalty: 3080.498779
	Iteration 27Q: 3 clusters Score -1372202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1372285.375000 Penalty: 3080.498779
	Iteration 28Q: 3 clusters Score -1372285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1372351.375000 Penalty: 3080.498779
	Iteration 29Q: 3 clusters Score -1372351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1372421.750000 Penalty: 3080.498779
	Iteration 30Q: 3 clusters Score -1372422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1372495.250000 Penalty: 3080.498779
	Iteration 31Q: 3 clusters Score -1372495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1372568.875000 Penalty: 3080.498779
	Iteration 32Q: 3 clusters Score -1372569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1372622.875000 Penalty: 3080.498779
	Iteration 33Q: 3 clusters Score -1372623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1372652.500000 Penalty: 3080.498779
	Iteration 34Q: 3 clusters Score -1372652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1372667.625000 Penalty: 3080.498779
	Iteration 35Q: 3 clusters Score -1372668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1372675.250000 Penalty: 3080.498779
	Iteration 36Q: 3 clusters Score -1372675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1372677.000000 Penalty: 3080.498779
	Iteration 37Q: 3 clusters Score -1372677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1372679.125000 Penalty: 3080.498779
	Iteration 38Q: 3 clusters Score -1372679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1372680.250000 Penalty: 3080.498779
	Iteration 39Q: 3 clusters Score -1372680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1372684.625000 Penalty: 3080.498779
	Iteration 40F: 3 clusters Score -1372685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1372686.250000 Penalty: 3080.498779
	Iteration 41Q: 3 clusters Score -1372686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1372696.875000 Penalty: 3080.498779
	Iteration 42Q: 3 clusters Score -1372697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1372701.125000 Penalty: 3080.498779
	Iteration 43Q: 3 clusters Score -1372701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1372705.500000 Penalty: 3080.498779
	Iteration 44Q: 3 clusters Score -1372706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1372707.000000 Penalty: 3080.498779
	Iteration 45Q: 3 clusters Score -1372707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1372705.875000 Penalty: 3080.498779
	Iteration 46Q: 3 clusters Score -1372706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1372709.000000 Penalty: 3080.498779
	Iteration 47Q: 3 clusters Score -1372709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1372709.000000 Penalty: 3080.498779
	Iteration 48F: 3 clusters Score -1372709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -333446.343750 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -333446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -330542.750000 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -330542.8 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -331305.031250 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -331305 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -331484.437500 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -331484.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -331611.531250 Penalty: 2641.886230
	Iteration 3F: 3 clusters Score -331611.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -331701.906250 Penalty: 2641.886230
	Iteration 4Q: 3 clusters Score -331701.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -331774.562500 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -331774.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -331865.375000 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -331865.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -331961.187500 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -331961.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -332035.343750 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -332035.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332118.625000 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -332118.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -332212.593750 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -332212.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -332301.843750 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -332301.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332371.968750 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -332372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -332404.093750 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -332404.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -332431.625000 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -332431.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -332465.968750 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -332466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -332493.812500 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -332493.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -332515.250000 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -332515.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -332523.406250 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -332523.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -332532.218750 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -332532.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -332536.218750 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -332536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -332539.781250 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -332539.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -332544.031250 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -332544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -332548.062500 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -332548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -332550.375000 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -332550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -332552.031250 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -332552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332554.406250 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -332554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -332555.281250 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -332555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -332557.156250 Penalty: 2641.886230
	Iteration 28Q: 3 clusters Score -332557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -332559.500000 Penalty: 2641.886230
	Iteration 29Q: 3 clusters Score -332559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -332561.156250 Penalty: 2641.886230
	Iteration 30Q: 3 clusters Score -332561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -332560.906250 Penalty: 2641.886230
	Iteration 31Q: 3 clusters Score -332560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -332561.062500 Penalty: 2641.886230
	Iteration 32Q: 3 clusters Score -332561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -332561.656250 Penalty: 2641.886230
	Iteration 33Q: 3 clusters Score -332561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -332562.593750 Penalty: 2641.886230
	Iteration 34Q: 3 clusters Score -332562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -332562.593750 Penalty: 2641.886230
	Iteration 35Q: 3 clusters Score -332562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -332563.406250 Penalty: 2641.886230
	Iteration 36Q: 3 clusters Score -332563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -332563.656250 Penalty: 2641.886230
	Iteration 37Q: 3 clusters Score -332563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -332564.343750 Penalty: 2641.886230
	Iteration 38Q: 3 clusters Score -332564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -332564.968750 Penalty: 2641.886230
	Iteration 39Q: 3 clusters Score -332565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -332566.375000 Penalty: 2641.886230
	Iteration 40F: 3 clusters Score -332566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -332567.562500 Penalty: 2641.886230
	Iteration 41Q: 3 clusters Score -332567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -332568.125000 Penalty: 2641.886230
	Iteration 42Q: 3 clusters Score -332568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -332568.125000 Penalty: 2641.886230
	Iteration 43F: 3 clusters Score -332568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Entering Unmasked Estep 
Score: -1444026.000000 Penalty: 1542.373047
	Iteration 0F: 2 clusters Score -1444026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1434848.875000 Penalty: 3084.746094
	Iteration 0F: 3 clusters Score -1434849 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1438058.375000 Penalty: 3084.746094
	Iteration 1F: 3 clusters Score -1438058 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1438474.250000 Penalty: 3084.746094
	Iteration 2F: 3 clusters Score -1438474 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1438878.875000 Penalty: 3084.746094
	Iteration 3F: 3 clusters Score -1438879 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1439315.875000 Penalty: 3084.746094
	Iteration 4F: 3 clusters Score -1439316 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1439810.250000 Penalty: 3084.746094
	Iteration 5F: 3 clusters Score -1439810 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1440362.500000 Penalty: 3084.746094
	Iteration 6F: 3 clusters Score -1440362 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1441004.125000 Penalty: 3084.746094
	Iteration 7F: 3 clusters Score -1441004 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1441599.750000 Penalty: 3084.746094
	Iteration 8F: 3 clusters Score -1441600 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1442015.125000 Penalty: 3084.746094
	Iteration 9Q: 3 clusters Score -1442015 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1442302.125000 Penalty: 3084.746094
	Iteration 10Q: 3 clusters Score -1442302 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1442444.750000 Penalty: 3084.746094
	Iteration 11Q: 3 clusters Score -1442445 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1442536.750000 Penalty: 3084.746094
	Iteration 12Q: 3 clusters Score -1442537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1442597.875000 Penalty: 3084.746094
	Iteration 13Q: 3 clusters Score -1442598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1442663.250000 Penalty: 3084.746094
	Iteration 14Q: 3 clusters Score -1442663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1442708.000000 Penalty: 3084.746094
	Iteration 15Q: 3 clusters Score -1442708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1442749.625000 Penalty: 3084.746094
	Iteration 16Q: 3 clusters Score -1442750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1442802.250000 Penalty: 3084.746094
	Iteration 17Q: 3 clusters Score -1442802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1442857.500000 Penalty: 3084.746094
	Iteration 18Q: 3 clusters Score -1442858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1442905.625000 Penalty: 3084.746094
	Iteration 19Q: 3 clusters Score -1442906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1442944.500000 Penalty: 3084.746094
	Iteration 20F: 3 clusters Score -1442944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1442979.250000 Penalty: 3084.746094
	Iteration 21Q: 3 clusters Score -1442979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1443009.875000 Penalty: 3084.746094
	Iteration 22Q: 3 clusters Score -1443010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1443039.250000 Penalty: 3084.746094
	Iteration 23Q: 3 clusters Score -1443039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1443061.750000 Penalty: 3084.746094
	Iteration 24Q: 3 clusters Score -1443062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1443091.375000 Penalty: 3084.746094
	Iteration 25Q: 3 clusters Score -1443091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1443110.000000 Penalty: 3084.746094
	Iteration 26Q: 3 clusters Score -1443110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1443125.500000 Penalty: 3084.746094
	Iteration 27Q: 3 clusters Score -1443126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1443134.875000 Penalty: 3084.746094
	Iteration 28Q: 3 clusters Score -1443135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1443143.875000 Penalty: 3084.746094
	Iteration 29Q: 3 clusters Score -1443144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1443153.625000 Penalty: 3084.746094
	Iteration 30Q: 3 clusters Score -1443154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1443166.000000 Penalty: 3084.746094
	Iteration 31Q: 3 clusters Score -1443166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1443172.375000 Penalty: 3084.746094
	Iteration 32Q: 3 clusters Score -1443172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1443177.125000 Penalty: 3084.746094
	Iteration 33Q: 3 clusters Score -1443177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1443179.250000 Penalty: 3084.746094
	Iteration 34Q: 3 clusters Score -1443179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1443185.375000 Penalty: 3084.746094
	Iteration 35Q: 3 clusters Score -1443185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1443191.125000 Penalty: 3084.746094
	Iteration 36Q: 3 clusters Score -1443191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1443195.875000 Penalty: 3084.746094
	Iteration 37Q: 3 clusters Score -1443196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1443200.000000 Penalty: 3084.746094
	Iteration 38Q: 3 clusters Score -1443200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1443205.750000 Penalty: 3084.746094
	Iteration 39Q: 3 clusters Score -1443206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1443203.875000 Penalty: 3084.746094
	Iteration 40F: 3 clusters Score -1443204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1443207.750000 Penalty: 3084.746094
	Iteration 41Q: 3 clusters Score -1443208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1443208.625000 Penalty: 3084.746094
	Iteration 42Q: 3 clusters Score -1443209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1443211.000000 Penalty: 3084.746094
	Iteration 43Q: 3 clusters Score -1443211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1443213.125000 Penalty: 3084.746094
	Iteration 44Q: 3 clusters Score -1443213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1443211.625000 Penalty: 3084.746094
	Iteration 45Q: 3 clusters Score -1443212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1443212.000000 Penalty: 3084.746094
	Iteration 46Q: 3 clusters Score -1443212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1443213.250000 Penalty: 3084.746094
	Iteration 47Q: 3 clusters Score -1443213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1443213.750000 Penalty: 3084.746094
	Iteration 48Q: 3 clusters Score -1443214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1443214.250000 Penalty: 3084.746094
	Iteration 49Q: 3 clusters Score -1443214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1443213.375000 Penalty: 3084.746094
	Iteration 50Q: 3 clusters Score -1443213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1443212.250000 Penalty: 3084.746094
	Iteration 51Q: 3 clusters Score -1443212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1443212.250000 Penalty: 3084.746094
	Iteration 52F: 3 clusters Score -1443212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -2093472.250000 Penalty: 1602.327271
	Iteration 0F: 2 clusters Score -2093472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2080451.750000 Penalty: 3204.654541
	Iteration 0F: 3 clusters Score -2080452 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2084984.625000 Penalty: 3204.654541
	Iteration 1F: 3 clusters Score -2084985 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2085282.125000 Penalty: 3204.654541
	Iteration 2Q: 3 clusters Score -2085282 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2085584.000000 Penalty: 3204.654541
	Iteration 3Q: 3 clusters Score -2085584 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2085995.875000 Penalty: 3204.654541
	Iteration 4Q: 3 clusters Score -2085996 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2086562.625000 Penalty: 3204.654541
	Iteration 5F: 3 clusters Score -2086563 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2087363.250000 Penalty: 3204.654541
	Iteration 6F: 3 clusters Score -2087363 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2088489.125000 Penalty: 3204.654541
	Iteration 7F: 3 clusters Score -2088489 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2089776.875000 Penalty: 3204.654541
	Iteration 8F: 3 clusters Score -2089777 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2090850.375000 Penalty: 3204.654541
	Iteration 9F: 3 clusters Score -2090850 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2091476.375000 Penalty: 3204.654541
	Iteration 10Q: 3 clusters Score -2091476 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2091810.500000 Penalty: 3204.654541
	Iteration 11Q: 3 clusters Score -2091810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2091984.625000 Penalty: 3204.654541
	Iteration 12Q: 3 clusters Score -2091985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2092064.500000 Penalty: 3204.654541
	Iteration 13Q: 3 clusters Score -2092064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2092107.875000 Penalty: 3204.654541
	Iteration 14Q: 3 clusters Score -2092108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2092137.750000 Penalty: 3204.654541
	Iteration 15Q: 3 clusters Score -2092138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2092149.375000 Penalty: 3204.654541
	Iteration 16Q: 3 clusters Score -2092149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2092159.000000 Penalty: 3204.654541
	Iteration 17Q: 3 clusters Score -2092159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2092161.250000 Penalty: 3204.654541
	Iteration 18Q: 3 clusters Score -2092161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2092166.125000 Penalty: 3204.654541
	Iteration 19Q: 3 clusters Score -2092166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2092168.750000 Penalty: 3204.654541
	Iteration 20F: 3 clusters Score -2092169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2092172.125000 Penalty: 3204.654541
	Iteration 21Q: 3 clusters Score -2092172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2092176.625000 Penalty: 3204.654541
	Iteration 22Q: 3 clusters Score -2092177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2092183.375000 Penalty: 3204.654541
	Iteration 23Q: 3 clusters Score -2092183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2092186.625000 Penalty: 3204.654541
	Iteration 24Q: 3 clusters Score -2092187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2092189.750000 Penalty: 3204.654541
	Iteration 25Q: 3 clusters Score -2092190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2092188.625000 Penalty: 3204.654541
	Iteration 26Q: 3 clusters Score -2092189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2092189.125000 Penalty: 3204.654541
	Iteration 27Q: 3 clusters Score -2092189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2092193.875000 Penalty: 3204.654541
	Iteration 28Q: 3 clusters Score -2092194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2092196.750000 Penalty: 3204.654541
	Iteration 29Q: 3 clusters Score -2092197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2092195.250000 Penalty: 3204.654541
	Iteration 30Q: 3 clusters Score -2092195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2092194.375000 Penalty: 3204.654541
	Iteration 31Q: 3 clusters Score -2092194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2092196.750000 Penalty: 3204.654541
	Iteration 32Q: 3 clusters Score -2092197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2092198.250000 Penalty: 3204.654541
	Iteration 33Q: 3 clusters Score -2092198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2092198.250000 Penalty: 3204.654541
	Iteration 34Q: 3 clusters Score -2092198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2092197.500000 Penalty: 3204.654541
	Iteration 35Q: 3 clusters Score -2092198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2092197.750000 Penalty: 3204.654541
	Iteration 36Q: 3 clusters Score -2092198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2092198.500000 Penalty: 3204.654541
	Iteration 37Q: 3 clusters Score -2092198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2092199.375000 Penalty: 3204.654541
	Iteration 38Q: 3 clusters Score -2092199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2092200.500000 Penalty: 3204.654541
	Iteration 39Q: 3 clusters Score -2092200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2092200.125000 Penalty: 3204.654541
	Iteration 40F: 3 clusters Score -2092200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2092201.625000 Penalty: 3204.654541
	Iteration 41Q: 3 clusters Score -2092202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2092200.625000 Penalty: 3204.654541
	Iteration 42Q: 3 clusters Score -2092201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2092203.000000 Penalty: 3204.654541
	Iteration 43Q: 3 clusters Score -2092203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2092202.375000 Penalty: 3204.654541
	Iteration 44Q: 3 clusters Score -2092202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2092202.375000 Penalty: 3204.654541
	Iteration 45F: 3 clusters Score -2092202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -358308.406250 Penalty: 1323.274292
	Iteration 0F: 2 clusters Score -358308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -355325.937500 Penalty: 2646.548584
	Iteration 0F: 3 clusters Score -355325.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -356075.062500 Penalty: 2646.548584
	Iteration 1F: 3 clusters Score -356075.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -356227.937500 Penalty: 2646.548584
	Iteration 2F: 3 clusters Score -356227.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -356355.437500 Penalty: 2646.548584
	Iteration 3F: 3 clusters Score -356355.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -356469.718750 Penalty: 2646.548584
	Iteration 4Q: 3 clusters Score -356469.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -356585.125000 Penalty: 2646.548584
	Iteration 5Q: 3 clusters Score -356585.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -356726.125000 Penalty: 2646.548584
	Iteration 6Q: 3 clusters Score -356726.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -356866.343750 Penalty: 2646.548584
	Iteration 7Q: 3 clusters Score -356866.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -356992.531250 Penalty: 2646.548584
	Iteration 8Q: 3 clusters Score -356992.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -357097.500000 Penalty: 2646.548584
	Iteration 9Q: 3 clusters Score -357097.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -357193.625000 Penalty: 2646.548584
	Iteration 10Q: 3 clusters Score -357193.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -357279.843750 Penalty: 2646.548584
	Iteration 11Q: 3 clusters Score -357279.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -357325.000000 Penalty: 2646.548584
	Iteration 12Q: 3 clusters Score -357325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -357363.375000 Penalty: 2646.548584
	Iteration 13Q: 3 clusters Score -357363.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -357405.687500 Penalty: 2646.548584
	Iteration 14Q: 3 clusters Score -357405.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -357443.187500 Penalty: 2646.548584
	Iteration 15Q: 3 clusters Score -357443.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -357475.218750 Penalty: 2646.548584
	Iteration 16Q: 3 clusters Score -357475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -357498.437500 Penalty: 2646.548584
	Iteration 17Q: 3 clusters Score -357498.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -357524.000000 Penalty: 2646.548584
	Iteration 18Q: 3 clusters Score -357524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -357542.562500 Penalty: 2646.548584
	Iteration 19Q: 3 clusters Score -357542.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -357556.625000 Penalty: 2646.548584
	Iteration 20F: 3 clusters Score -357556.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -357569.906250 Penalty: 2646.548584
	Iteration 21Q: 3 clusters Score -357569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -357586.718750 Penalty: 2646.548584
	Iteration 22Q: 3 clusters Score -357586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -357600.906250 Penalty: 2646.548584
	Iteration 23Q: 3 clusters Score -357600.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -357619.375000 Penalty: 2646.548584
	Iteration 24Q: 3 clusters Score -357619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -357629.687500 Penalty: 2646.548584
	Iteration 25Q: 3 clusters Score -357629.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -357636.468750 Penalty: 2646.548584
	Iteration 26Q: 3 clusters Score -357636.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -357647.031250 Penalty: 2646.548584
	Iteration 27Q: 3 clusters Score -357647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -357655.906250 Penalty: 2646.548584
	Iteration 28Q: 3 clusters Score -357655.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -357664.125000 Penalty: 2646.548584
	Iteration 29Q: 3 clusters Score -357664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -357666.593750 Penalty: 2646.548584
	Iteration 30Q: 3 clusters Score -357666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -357669.125000 Penalty: 2646.548584
	Iteration 31Q: 3 clusters Score -357669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -357672.312500 Penalty: 2646.548584
	Iteration 32Q: 3 clusters Score -357672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -357673.687500 Penalty: 2646.548584
	Iteration 33Q: 3 clusters Score -357673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -357673.812500 Penalty: 2646.548584
	Iteration 34Q: 3 clusters Score -357673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -357674.562500 Penalty: 2646.548584
	Iteration 35Q: 3 clusters Score -357674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -357674.562500 Penalty: 2646.548584
	Iteration 36F: 3 clusters Score -357674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -156223.156250 Penalty: 1187.638184
	Iteration 0F: 2 clusters Score -156223.2 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 753 members 
Entering Unmasked Estep 
Score: -154455.406250 Penalty: 2375.276367
	Iteration 0F: 3 clusters Score -154455.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154787.609375 Penalty: 2375.276367
	Iteration 1F: 3 clusters Score -154787.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -154868.546875 Penalty: 2375.276367
	Iteration 2F: 3 clusters Score -154868.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154908.265625 Penalty: 2375.276367
	Iteration 3Q: 3 clusters Score -154908.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -154925.593750 Penalty: 2375.276367
	Iteration 4Q: 3 clusters Score -154925.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154940.031250 Penalty: 2375.276367
	Iteration 5Q: 3 clusters Score -154940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -154959.812500 Penalty: 2375.276367
	Iteration 6Q: 3 clusters Score -154959.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154985.156250 Penalty: 2375.276367
	Iteration 7Q: 3 clusters Score -154985.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155003.250000 Penalty: 2375.276367
	Iteration 8Q: 3 clusters Score -155003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155018.859375 Penalty: 2375.276367
	Iteration 9Q: 3 clusters Score -155018.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155036.406250 Penalty: 2375.276367
	Iteration 10Q: 3 clusters Score -155036.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155048.187500 Penalty: 2375.276367
	Iteration 11Q: 3 clusters Score -155048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155058.421875 Penalty: 2375.276367
	Iteration 12Q: 3 clusters Score -155058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155071.125000 Penalty: 2375.276367
	Iteration 13Q: 3 clusters Score -155071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155081.250000 Penalty: 2375.276367
	Iteration 14Q: 3 clusters Score -155081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155088.859375 Penalty: 2375.276367
	Iteration 15Q: 3 clusters Score -155088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155095.093750 Penalty: 2375.276367
	Iteration 16Q: 3 clusters Score -155095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155097.921875 Penalty: 2375.276367
	Iteration 17Q: 3 clusters Score -155097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155099.265625 Penalty: 2375.276367
	Iteration 18Q: 3 clusters Score -155099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155101.656250 Penalty: 2375.276367
	Iteration 19Q: 3 clusters Score -155101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -155102.890625 Penalty: 2375.276367
	Iteration 20F: 3 clusters Score -155102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -155103.406250 Penalty: 2375.276367
	Iteration 21Q: 3 clusters Score -155103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155105.203125 Penalty: 2375.276367
	Iteration 22Q: 3 clusters Score -155105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155108.656250 Penalty: 2375.276367
	Iteration 23Q: 3 clusters Score -155108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155110.218750 Penalty: 2375.276367
	Iteration 24Q: 3 clusters Score -155110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155111.000000 Penalty: 2375.276367
	Iteration 25Q: 3 clusters Score -155111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -155111.375000 Penalty: 2375.276367
	Iteration 26Q: 3 clusters Score -155111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155111.828125 Penalty: 2375.276367
	Iteration 27Q: 3 clusters Score -155111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155111.828125 Penalty: 2375.276367
	Iteration 28F: 3 clusters Score -155111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Entering Unmasked Estep 
Score: -4537616.000000 Penalty: 1728.716553
	Iteration 0F: 2 clusters Score -4537616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4509679.000000 Penalty: 3457.433105
	Iteration 0F: 3 clusters Score -4509679 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4520688.500000 Penalty: 3457.433105
	Iteration 1F: 3 clusters Score -4520688 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4521338.000000 Penalty: 3457.433105
	Iteration 2Q: 3 clusters Score -4521338 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4522279.000000 Penalty: 3457.433105
	Iteration 3Q: 3 clusters Score -4522279 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4523693.500000 Penalty: 3457.433105
	Iteration 4F: 3 clusters Score -4523694 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4525639.500000 Penalty: 3457.433105
	Iteration 5F: 3 clusters Score -4525640 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4528193.500000 Penalty: 3457.433105
	Iteration 6F: 3 clusters Score -4528194 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4530600.500000 Penalty: 3457.433105
	Iteration 7F: 3 clusters Score -4530600 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4531881.500000 Penalty: 3457.433105
	Iteration 8F: 3 clusters Score -4531882 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4532399.000000 Penalty: 3457.433105
	Iteration 9Q: 3 clusters Score -4532399 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4532616.500000 Penalty: 3457.433105
	Iteration 10Q: 3 clusters Score -4532616 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4532787.500000 Penalty: 3457.433105
	Iteration 11Q: 3 clusters Score -4532788 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4532900.500000 Penalty: 3457.433105
	Iteration 12Q: 3 clusters Score -4532900 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4532997.500000 Penalty: 3457.433105
	Iteration 13Q: 3 clusters Score -4532998 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4533098.500000 Penalty: 3457.433105
	Iteration 14Q: 3 clusters Score -4533098 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4533161.500000 Penalty: 3457.433105
	Iteration 15Q: 3 clusters Score -4533162 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4533208.000000 Penalty: 3457.433105
	Iteration 16Q: 3 clusters Score -4533208 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4533271.000000 Penalty: 3457.433105
	Iteration 17Q: 3 clusters Score -4533271 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4533344.500000 Penalty: 3457.433105
	Iteration 18Q: 3 clusters Score -4533344 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4533405.500000 Penalty: 3457.433105
	Iteration 19Q: 3 clusters Score -4533406 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -4533467.500000 Penalty: 3457.433105
	Iteration 20F: 3 clusters Score -4533468 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4533537.000000 Penalty: 3457.433105
	Iteration 21Q: 3 clusters Score -4533537 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4533613.000000 Penalty: 3457.433105
	Iteration 22Q: 3 clusters Score -4533613 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4533669.000000 Penalty: 3457.433105
	Iteration 23Q: 3 clusters Score -4533669 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4533737.000000 Penalty: 3457.433105
	Iteration 24Q: 3 clusters Score -4533737 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4533810.500000 Penalty: 3457.433105
	Iteration 25Q: 3 clusters Score -4533810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4533908.000000 Penalty: 3457.433105
	Iteration 26Q: 3 clusters Score -4533908 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4533998.500000 Penalty: 3457.433105
	Iteration 27Q: 3 clusters Score -4533998 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4534079.000000 Penalty: 3457.433105
	Iteration 28Q: 3 clusters Score -4534079 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4534150.500000 Penalty: 3457.433105
	Iteration 29Q: 3 clusters Score -4534150 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4534241.000000 Penalty: 3457.433105
	Iteration 30Q: 3 clusters Score -4534241 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4534295.500000 Penalty: 3457.433105
	Iteration 31Q: 3 clusters Score -4534296 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4534391.000000 Penalty: 3457.433105
	Iteration 32Q: 3 clusters Score -4534391 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4534501.500000 Penalty: 3457.433105
	Iteration 33Q: 3 clusters Score -4534502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4534618.500000 Penalty: 3457.433105
	Iteration 34Q: 3 clusters Score -4534618 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4534705.000000 Penalty: 3457.433105
	Iteration 35Q: 3 clusters Score -4534705 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4534799.000000 Penalty: 3457.433105
	Iteration 36Q: 3 clusters Score -4534799 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4534876.500000 Penalty: 3457.433105
	Iteration 37Q: 3 clusters Score -4534876 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4535006.500000 Penalty: 3457.433105
	Iteration 38Q: 3 clusters Score -4535006 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -4535110.000000 Penalty: 3457.433105
	Iteration 39Q: 3 clusters Score -4535110 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4535219.000000 Penalty: 3457.433105
	Iteration 40F: 3 clusters Score -4535219 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4535322.000000 Penalty: 3457.433105
	Iteration 41Q: 3 clusters Score -4535322 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4535407.000000 Penalty: 3457.433105
	Iteration 42Q: 3 clusters Score -4535407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4535495.500000 Penalty: 3457.433105
	Iteration 43Q: 3 clusters Score -4535496 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4535564.500000 Penalty: 3457.433105
	Iteration 44Q: 3 clusters Score -4535564 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4535645.000000 Penalty: 3457.433105
	Iteration 45Q: 3 clusters Score -4535645 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4535712.000000 Penalty: 3457.433105
	Iteration 46Q: 3 clusters Score -4535712 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4535789.500000 Penalty: 3457.433105
	Iteration 47Q: 3 clusters Score -4535790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4535856.500000 Penalty: 3457.433105
	Iteration 48Q: 3 clusters Score -4535856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4535889.500000 Penalty: 3457.433105
	Iteration 49Q: 3 clusters Score -4535890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4535949.500000 Penalty: 3457.433105
	Iteration 50Q: 3 clusters Score -4535950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4535993.500000 Penalty: 3457.433105
	Iteration 51Q: 3 clusters Score -4535994 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4536041.000000 Penalty: 3457.433105
	Iteration 52Q: 3 clusters Score -4536041 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4536079.000000 Penalty: 3457.433105
	Iteration 53Q: 3 clusters Score -4536079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4536107.500000 Penalty: 3457.433105
	Iteration 54Q: 3 clusters Score -4536108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4536125.000000 Penalty: 3457.433105
	Iteration 55Q: 3 clusters Score -4536125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4536149.000000 Penalty: 3457.433105
	Iteration 56Q: 3 clusters Score -4536149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4536153.000000 Penalty: 3457.433105
	Iteration 57Q: 3 clusters Score -4536153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4536169.000000 Penalty: 3457.433105
	Iteration 58Q: 3 clusters Score -4536169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4536185.000000 Penalty: 3457.433105
	Iteration 59Q: 3 clusters Score -4536185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4536209.500000 Penalty: 3457.433105
	Iteration 60F: 3 clusters Score -4536210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4536234.000000 Penalty: 3457.433105
	Iteration 61Q: 3 clusters Score -4536234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4536245.000000 Penalty: 3457.433105
	Iteration 62Q: 3 clusters Score -4536245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4536243.500000 Penalty: 3457.433105
	Iteration 63Q: 3 clusters Score -4536244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4536242.000000 Penalty: 3457.433105
	Iteration 64Q: 3 clusters Score -4536242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4536253.500000 Penalty: 3457.433105
	Iteration 65Q: 3 clusters Score -4536254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4536260.000000 Penalty: 3457.433105
	Iteration 66Q: 3 clusters Score -4536260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4536267.500000 Penalty: 3457.433105
	Iteration 67Q: 3 clusters Score -4536268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4536270.000000 Penalty: 3457.433105
	Iteration 68Q: 3 clusters Score -4536270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4536268.500000 Penalty: 3457.433105
	Iteration 69Q: 3 clusters Score -4536268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4536279.500000 Penalty: 3457.433105
	Iteration 70Q: 3 clusters Score -4536280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4536285.000000 Penalty: 3457.433105
	Iteration 71Q: 3 clusters Score -4536285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4536298.000000 Penalty: 3457.433105
	Iteration 72Q: 3 clusters Score -4536298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4536295.500000 Penalty: 3457.433105
	Iteration 73Q: 3 clusters Score -4536296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4536312.000000 Penalty: 3457.433105
	Iteration 74Q: 3 clusters Score -4536312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4536313.000000 Penalty: 3457.433105
	Iteration 75Q: 3 clusters Score -4536313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4536316.500000 Penalty: 3457.433105
	Iteration 76Q: 3 clusters Score -4536316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4536323.000000 Penalty: 3457.433105
	Iteration 77Q: 3 clusters Score -4536323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4536331.000000 Penalty: 3457.433105
	Iteration 78Q: 3 clusters Score -4536331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4536328.000000 Penalty: 3457.433105
	Iteration 79Q: 3 clusters Score -4536328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4536334.500000 Penalty: 3457.433105
	Iteration 80F: 3 clusters Score -4536334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4536345.500000 Penalty: 3457.433105
	Iteration 81Q: 3 clusters Score -4536346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4536342.000000 Penalty: 3457.433105
	Iteration 82Q: 3 clusters Score -4536342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4536344.500000 Penalty: 3457.433105
	Iteration 83Q: 3 clusters Score -4536344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4536345.000000 Penalty: 3457.433105
	Iteration 84Q: 3 clusters Score -4536345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4536350.500000 Penalty: 3457.433105
	Iteration 85Q: 3 clusters Score -4536350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4536347.000000 Penalty: 3457.433105
	Iteration 86Q: 3 clusters Score -4536347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4536349.000000 Penalty: 3457.433105
	Iteration 87Q: 3 clusters Score -4536349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4536350.000000 Penalty: 3457.433105
	Iteration 88Q: 3 clusters Score -4536350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4536350.000000 Penalty: 3457.433105
	Iteration 89F: 3 clusters Score -4536350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245190 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166538 members 
Mstep: Class 7 contains 164184 members 
Mstep: Class 8 contains 29896 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10319 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13247 members 
Mstep: Class 19 contains 19158 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481096.000000 Penalty: 48632.378906
Iteration 239Q: 23 clusters Score -8.44811e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245156 members 
Mstep: Class 4 contains 51920 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166554 members 
Mstep: Class 7 contains 164177 members 
Mstep: Class 8 contains 29893 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13252 members 
Mstep: Class 19 contains 19166 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481008.000000 Penalty: 48632.378906
Iteration 240F: 23 clusters Score -8.448101e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245094 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166565 members 
Mstep: Class 7 contains 164191 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10344 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13261 members 
Mstep: Class 19 contains 19175 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480968.000000 Penalty: 48632.378906
Iteration 241Q: 23 clusters Score -8.448097e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245043 members 
Mstep: Class 4 contains 51935 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166563 members 
Mstep: Class 7 contains 164208 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10359 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13268 members 
Mstep: Class 19 contains 19187 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480992.000000 Penalty: 48632.378906
Iteration 242Q: 23 clusters Score -8.448099e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 245001 members 
Mstep: Class 4 contains 51936 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166563 members 
Mstep: Class 7 contains 164225 members 
Mstep: Class 8 contains 29898 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13272 members 
Mstep: Class 19 contains 19191 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481048.000000 Penalty: 48632.378906
Iteration 243Q: 23 clusters Score -8.448105e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244945 members 
Mstep: Class 4 contains 51938 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166577 members 
Mstep: Class 7 contains 164234 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13273 members 
Mstep: Class 19 contains 19199 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481032.000000 Penalty: 48632.378906
Iteration 244Q: 23 clusters Score -8.448103e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244926 members 
Mstep: Class 4 contains 51949 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166573 members 
Mstep: Class 7 contains 164232 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13276 members 
Mstep: Class 19 contains 19199 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481104.000000 Penalty: 48632.378906
Iteration 245Q: 23 clusters Score -8.44811e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244892 members 
Mstep: Class 4 contains 51956 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166569 members 
Mstep: Class 7 contains 164244 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13279 members 
Mstep: Class 19 contains 19204 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 48632.378906
Iteration 246Q: 23 clusters Score -8.448117e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244857 members 
Mstep: Class 4 contains 51963 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166566 members 
Mstep: Class 7 contains 164255 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13278 members 
Mstep: Class 19 contains 19212 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 48632.378906
Iteration 247Q: 23 clusters Score -8.448111e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244814 members 
Mstep: Class 4 contains 51968 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166569 members 
Mstep: Class 7 contains 164268 members 
Mstep: Class 8 contains 29896 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13279 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 48632.378906
Iteration 248Q: 23 clusters Score -8.44812e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244784 members 
Mstep: Class 4 contains 51974 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166565 members 
Mstep: Class 7 contains 164265 members 
Mstep: Class 8 contains 29896 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 10449 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 19234 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 48632.378906
Iteration 249Q: 23 clusters Score -8.448123e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244753 members 
Mstep: Class 4 contains 51983 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166570 members 
Mstep: Class 7 contains 164264 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3393 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 19242 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 48632.378906
Iteration 250Q: 23 clusters Score -8.448117e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244743 members 
Mstep: Class 4 contains 51984 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166563 members 
Mstep: Class 7 contains 164260 members 
Mstep: Class 8 contains 29898 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 19250 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 48632.378906
Iteration 251Q: 23 clusters Score -8.448119e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244729 members 
Mstep: Class 4 contains 51990 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166557 members 
Mstep: Class 7 contains 164254 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13280 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 48632.378906
Iteration 252Q: 23 clusters Score -8.448114e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 244696 members 
Mstep: Class 4 contains 51994 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166566 members 
Mstep: Class 7 contains 164254 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2411 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13279 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481136.000000 Penalty: 48632.378906
Iteration 253Q: 23 clusters Score -8.448114e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244664 members 
Mstep: Class 4 contains 51991 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166574 members 
Mstep: Class 7 contains 164265 members 
Mstep: Class 8 contains 29898 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13277 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 48632.378906
Iteration 254Q: 23 clusters Score -8.448109e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244622 members 
Mstep: Class 4 contains 51980 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166587 members 
Mstep: Class 7 contains 164272 members 
Mstep: Class 8 contains 29900 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11360 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13279 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 48632.378906
Iteration 255Q: 23 clusters Score -8.448114e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244571 members 
Mstep: Class 4 contains 51977 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166595 members 
Mstep: Class 7 contains 164284 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10538 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13283 members 
Mstep: Class 19 contains 19297 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 48632.378906
Iteration 256Q: 23 clusters Score -8.448114e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244531 members 
Mstep: Class 4 contains 51979 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166591 members 
Mstep: Class 7 contains 164290 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11362 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 19309 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481096.000000 Penalty: 48632.378906
Iteration 257Q: 23 clusters Score -8.44811e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244495 members 
Mstep: Class 4 contains 51982 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166578 members 
Mstep: Class 7 contains 164298 members 
Mstep: Class 8 contains 29902 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10570 members 
Mstep: Class 14 contains 5848 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 19320 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 23 contains 41832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481080.000000 Penalty: 48632.378906
Iteration 258Q: 23 clusters Score -8.448108e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244452 members 
Mstep: Class 4 contains 51986 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166573 members 
Mstep: Class 7 contains 164307 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13284 members 
Mstep: Class 19 contains 19331 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481152.000000 Penalty: 48632.378906
Iteration 259Q: 23 clusters Score -8.448115e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244402 members 
Mstep: Class 4 contains 51986 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166574 members 
Mstep: Class 7 contains 164321 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13286 members 
Mstep: Class 19 contains 19338 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 48632.378906
Iteration 260F: 23 clusters Score -8.448111e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244370 members 
Mstep: Class 4 contains 51982 members 
Mstep: Class 5 contains 10511 members 
Mstep: Class 6 contains 166579 members 
Mstep: Class 7 contains 164325 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 13286 members 
Mstep: Class 19 contains 19346 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481120.000000 Penalty: 48632.378906
Iteration 261Q: 23 clusters Score -8.448112e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244344 members 
Mstep: Class 4 contains 51975 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166590 members 
Mstep: Class 7 contains 164329 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3391 members 
Mstep: Class 18 contains 13288 members 
Mstep: Class 19 contains 19353 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481128.000000 Penalty: 48632.378906
Iteration 262Q: 23 clusters Score -8.448113e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244318 members 
Mstep: Class 4 contains 51971 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166596 members 
Mstep: Class 7 contains 164331 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11364 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10611 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13287 members 
Mstep: Class 19 contains 19365 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 48632.378906
Iteration 263Q: 23 clusters Score -8.44812e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244280 members 
Mstep: Class 4 contains 51969 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166594 members 
Mstep: Class 7 contains 164331 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10623 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13290 members 
Mstep: Class 19 contains 19375 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 48632.378906
Iteration 264Q: 23 clusters Score -8.44813e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244246 members 
Mstep: Class 4 contains 51965 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166600 members 
Mstep: Class 7 contains 164333 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10625 members 
Mstep: Class 14 contains 5867 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13297 members 
Mstep: Class 19 contains 19382 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 48632.378906
Iteration 265Q: 23 clusters Score -8.448127e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244213 members 
Mstep: Class 4 contains 51962 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166595 members 
Mstep: Class 7 contains 164344 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10630 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13302 members 
Mstep: Class 19 contains 19385 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 48632.378906
Iteration 266Q: 23 clusters Score -8.44813e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244176 members 
Mstep: Class 4 contains 51954 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166609 members 
Mstep: Class 7 contains 164343 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10632 members 
Mstep: Class 14 contains 5876 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 19406 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 48632.378906
Iteration 267Q: 23 clusters Score -8.448131e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244151 members 
Mstep: Class 4 contains 51950 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166614 members 
Mstep: Class 7 contains 164335 members 
Mstep: Class 8 contains 29911 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10636 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13314 members 
Mstep: Class 19 contains 19419 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 48632.378906
Iteration 268Q: 23 clusters Score -8.448126e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244120 members 
Mstep: Class 4 contains 51942 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166624 members 
Mstep: Class 7 contains 164337 members 
Mstep: Class 8 contains 29912 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10640 members 
Mstep: Class 14 contains 5892 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13324 members 
Mstep: Class 19 contains 19424 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 48632.378906
Iteration 269Q: 23 clusters Score -8.44813e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244116 members 
Mstep: Class 4 contains 51941 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166618 members 
Mstep: Class 7 contains 164329 members 
Mstep: Class 8 contains 29912 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10641 members 
Mstep: Class 14 contains 5901 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13323 members 
Mstep: Class 19 contains 19428 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 48632.378906
Iteration 270Q: 23 clusters Score -8.44813e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244116 members 
Mstep: Class 4 contains 51939 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166596 members 
Mstep: Class 7 contains 164324 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11376 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10645 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13329 members 
Mstep: Class 19 contains 19433 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 48632.378906
Iteration 271Q: 23 clusters Score -8.448124e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244118 members 
Mstep: Class 4 contains 51938 members 
Mstep: Class 5 contains 10516 members 
Mstep: Class 6 contains 166580 members 
Mstep: Class 7 contains 164325 members 
Mstep: Class 8 contains 29910 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11377 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10648 members 
Mstep: Class 14 contains 5912 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13331 members 
Mstep: Class 19 contains 19440 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 48632.378906
Iteration 272Q: 23 clusters Score -8.448114e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244126 members 
Mstep: Class 4 contains 51940 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 166559 members 
Mstep: Class 7 contains 164312 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13334 members 
Mstep: Class 19 contains 19443 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 41927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 48632.378906
Iteration 273Q: 23 clusters Score -8.448111e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244132 members 
Mstep: Class 4 contains 51947 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166541 members 
Mstep: Class 7 contains 164308 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10656 members 
Mstep: Class 14 contains 5924 members 
Mstep: Class 15 contains 2404 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13335 members 
Mstep: Class 19 contains 19447 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 48632.378906
Iteration 274Q: 23 clusters Score -8.448117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244127 members 
Mstep: Class 4 contains 51947 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166539 members 
Mstep: Class 7 contains 164305 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10657 members 
Mstep: Class 14 contains 5929 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 13083 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 13338 members 
Mstep: Class 19 contains 19451 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 48632.378906
Iteration 275Q: 23 clusters Score -8.448127e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244100 members 
Mstep: Class 4 contains 51947 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166526 members 
Mstep: Class 7 contains 164324 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10659 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 13343 members 
Mstep: Class 19 contains 19457 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 48632.378906
Iteration 276Q: 23 clusters Score -8.448129e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244082 members 
Mstep: Class 4 contains 51953 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166525 members 
Mstep: Class 7 contains 164336 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10658 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 13344 members 
Mstep: Class 19 contains 19463 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 48632.378906
Iteration 277Q: 23 clusters Score -8.448117e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244068 members 
Mstep: Class 4 contains 51956 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166514 members 
Mstep: Class 7 contains 164341 members 
Mstep: Class 8 contains 29905 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10659 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 13342 members 
Mstep: Class 19 contains 19478 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481136.000000 Penalty: 48632.378906
Iteration 278Q: 23 clusters Score -8.448114e+07 nChanged 93
Entering ConstructFrom: 
Score: -84481136.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (11753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Entering Unmasked Estep 
Score: -1220282.625000 Penalty: 1522.927856
	Iteration 0F: 2 clusters Score -1220283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1211990.250000 Penalty: 3045.855713
	Iteration 0F: 3 clusters Score -1211990 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1214617.500000 Penalty: 3045.855713
	Iteration 1F: 3 clusters Score -1214618 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1214875.000000 Penalty: 3045.855713
	Iteration 2F: 3 clusters Score -1214875 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1215092.125000 Penalty: 3045.855713
	Iteration 3Q: 3 clusters Score -1215092 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1215317.000000 Penalty: 3045.855713
	Iteration 4Q: 3 clusters Score -1215317 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1215565.000000 Penalty: 3045.855713
	Iteration 5Q: 3 clusters Score -1215565 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1215836.000000 Penalty: 3045.855713
	Iteration 6Q: 3 clusters Score -1215836 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1216215.375000 Penalty: 3045.855713
	Iteration 7Q: 3 clusters Score -1216215 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1216656.750000 Penalty: 3045.855713
	Iteration 8Q: 3 clusters Score -1216657 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1217081.625000 Penalty: 3045.855713
	Iteration 9Q: 3 clusters Score -1217082 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1217436.625000 Penalty: 3045.855713
	Iteration 10Q: 3 clusters Score -1217437 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1217671.375000 Penalty: 3045.855713
	Iteration 11Q: 3 clusters Score -1217671 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1217846.000000 Penalty: 3045.855713
	Iteration 12Q: 3 clusters Score -1217846 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1217984.000000 Penalty: 3045.855713
	Iteration 13Q: 3 clusters Score -1217984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1218088.375000 Penalty: 3045.855713
	Iteration 14Q: 3 clusters Score -1218088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1218177.875000 Penalty: 3045.855713
	Iteration 15Q: 3 clusters Score -1218178 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1218249.250000 Penalty: 3045.855713
	Iteration 16Q: 3 clusters Score -1218249 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1218307.500000 Penalty: 3045.855713
	Iteration 17Q: 3 clusters Score -1218308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1218350.125000 Penalty: 3045.855713
	Iteration 18Q: 3 clusters Score -1218350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1218397.875000 Penalty: 3045.855713
	Iteration 19Q: 3 clusters Score -1218398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1218429.000000 Penalty: 3045.855713
	Iteration 20F: 3 clusters Score -1218429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1218463.250000 Penalty: 3045.855713
	Iteration 21Q: 3 clusters Score -1218463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1218500.000000 Penalty: 3045.855713
	Iteration 22Q: 3 clusters Score -1218500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1218547.125000 Penalty: 3045.855713
	Iteration 23Q: 3 clusters Score -1218547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1218587.500000 Penalty: 3045.855713
	Iteration 24Q: 3 clusters Score -1218588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1218629.750000 Penalty: 3045.855713
	Iteration 25Q: 3 clusters Score -1218630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1218670.875000 Penalty: 3045.855713
	Iteration 26Q: 3 clusters Score -1218671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1218708.500000 Penalty: 3045.855713
	Iteration 27Q: 3 clusters Score -1218708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1218739.500000 Penalty: 3045.855713
	Iteration 28Q: 3 clusters Score -1218740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1218760.750000 Penalty: 3045.855713
	Iteration 29Q: 3 clusters Score -1218761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1218773.000000 Penalty: 3045.855713
	Iteration 30Q: 3 clusters Score -1218773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1218784.875000 Penalty: 3045.855713
	Iteration 31Q: 3 clusters Score -1218785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1218809.375000 Penalty: 3045.855713
	Iteration 32Q: 3 clusters Score -1218809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1218832.875000 Penalty: 3045.855713
	Iteration 33Q: 3 clusters Score -1218833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1218852.500000 Penalty: 3045.855713
	Iteration 34Q: 3 clusters Score -1218852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1218863.500000 Penalty: 3045.855713
	Iteration 35Q: 3 clusters Score -1218864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1218874.125000 Penalty: 3045.855713
	Iteration 36Q: 3 clusters Score -1218874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1218888.500000 Penalty: 3045.855713
	Iteration 37Q: 3 clusters Score -1218888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1218899.750000 Penalty: 3045.855713
	Iteration 38Q: 3 clusters Score -1218900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1218905.500000 Penalty: 3045.855713
	Iteration 39Q: 3 clusters Score -1218906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1218912.250000 Penalty: 3045.855713
	Iteration 40F: 3 clusters Score -1218912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1218918.875000 Penalty: 3045.855713
	Iteration 41Q: 3 clusters Score -1218919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1218924.875000 Penalty: 3045.855713
	Iteration 42Q: 3 clusters Score -1218925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1218934.250000 Penalty: 3045.855713
	Iteration 43Q: 3 clusters Score -1218934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1218943.625000 Penalty: 3045.855713
	Iteration 44Q: 3 clusters Score -1218944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1218955.500000 Penalty: 3045.855713
	Iteration 45Q: 3 clusters Score -1218956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1218967.375000 Penalty: 3045.855713
	Iteration 46Q: 3 clusters Score -1218967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1218969.875000 Penalty: 3045.855713
	Iteration 47Q: 3 clusters Score -1218970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1218973.500000 Penalty: 3045.855713
	Iteration 48Q: 3 clusters Score -1218974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1218980.750000 Penalty: 3045.855713
	Iteration 49Q: 3 clusters Score -1218981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1218985.750000 Penalty: 3045.855713
	Iteration 50Q: 3 clusters Score -1218986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1218989.250000 Penalty: 3045.855713
	Iteration 51Q: 3 clusters Score -1218989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1218993.625000 Penalty: 3045.855713
	Iteration 52Q: 3 clusters Score -1218994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1218997.625000 Penalty: 3045.855713
	Iteration 53Q: 3 clusters Score -1218998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1219001.375000 Penalty: 3045.855713
	Iteration 54Q: 3 clusters Score -1219001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1219007.875000 Penalty: 3045.855713
	Iteration 55Q: 3 clusters Score -1219008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1219011.375000 Penalty: 3045.855713
	Iteration 56Q: 3 clusters Score -1219011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1219016.375000 Penalty: 3045.855713
	Iteration 57Q: 3 clusters Score -1219016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1219022.500000 Penalty: 3045.855713
	Iteration 58Q: 3 clusters Score -1219022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1219026.750000 Penalty: 3045.855713
	Iteration 59Q: 3 clusters Score -1219027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1219024.375000 Penalty: 3045.855713
	Iteration 60F: 3 clusters Score -1219024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1219028.625000 Penalty: 3045.855713
	Iteration 61Q: 3 clusters Score -1219029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1219031.375000 Penalty: 3045.855713
	Iteration 62Q: 3 clusters Score -1219031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1219033.125000 Penalty: 3045.855713
	Iteration 63Q: 3 clusters Score -1219033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1219032.500000 Penalty: 3045.855713
	Iteration 64Q: 3 clusters Score -1219032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1219033.875000 Penalty: 3045.855713
	Iteration 65Q: 3 clusters Score -1219034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1219033.875000 Penalty: 3045.855713
	Iteration 66F: 3 clusters Score -1219034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -16148.809570 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -16148.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15523.655273 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -15523.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15648.201172 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -15648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15720.247070 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -15720.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15747.361328 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -15747.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15797.414062 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -15797.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15904.038086 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -15904.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15980.249023 Penalty: 1720.324097
	Iteration 6F: 3 clusters Score -15980.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16067.488281 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -16067.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16122.458984 Penalty: 1720.324097
	Iteration 8Q: 3 clusters Score -16122.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16126.665039 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -16126.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16126.665039 Penalty: 1720.324097
	Iteration 10F: 3 clusters Score -16126.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (244044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244044 members 
Entering Unmasked Estep 
Score: -25926106.000000 Penalty: 2015.829346
	Iteration 0F: 2 clusters Score -2.592611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122262 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -25769904.000000 Penalty: 4031.658691
	Iteration 0F: 3 clusters Score -2.57699e+07 nChanged 119145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -25845122.000000 Penalty: 4031.658691
	Iteration 1F: 3 clusters Score -2.584512e+07 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -25851150.000000 Penalty: 4031.658691
	Iteration 2F: 3 clusters Score -2.585115e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -25860666.000000 Penalty: 4031.658691
	Iteration 3F: 3 clusters Score -2.586067e+07 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -25873636.000000 Penalty: 4031.658691
	Iteration 4F: 3 clusters Score -2.587364e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176547 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -25888996.000000 Penalty: 4031.658691
	Iteration 5F: 3 clusters Score -2.5889e+07 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188025 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -25901822.000000 Penalty: 4031.658691
	Iteration 6F: 3 clusters Score -2.590182e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195619 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -25908606.000000 Penalty: 4031.658691
	Iteration 7Q: 3 clusters Score -2.590861e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201177 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -25911400.000000 Penalty: 4031.658691
	Iteration 8Q: 3 clusters Score -2.59114e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205945 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -25913070.000000 Penalty: 4031.658691
	Iteration 9Q: 3 clusters Score -2.591307e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210239 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -25914298.000000 Penalty: 4031.658691
	Iteration 10Q: 3 clusters Score -2.59143e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214239 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -25915432.000000 Penalty: 4031.658691
	Iteration 11Q: 3 clusters Score -2.591543e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217815 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -25916216.000000 Penalty: 4031.658691
	Iteration 12Q: 3 clusters Score -2.591622e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221111 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -25917048.000000 Penalty: 4031.658691
	Iteration 13Q: 3 clusters Score -2.591705e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224121 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -25917712.000000 Penalty: 4031.658691
	Iteration 14Q: 3 clusters Score -2.591771e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226896 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -25918440.000000 Penalty: 4031.658691
	Iteration 15Q: 3 clusters Score -2.591844e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229420 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -25919216.000000 Penalty: 4031.658691
	Iteration 16Q: 3 clusters Score -2.591922e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231680 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -25920054.000000 Penalty: 4031.658691
	Iteration 17Q: 3 clusters Score -2.592005e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233701 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -25920736.000000 Penalty: 4031.658691
	Iteration 18Q: 3 clusters Score -2.592074e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235484 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -25921310.000000 Penalty: 4031.658691
	Iteration 19Q: 3 clusters Score -2.592131e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236957 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -25921860.000000 Penalty: 4031.658691
	Iteration 20F: 3 clusters Score -2.592186e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238163 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -25922322.000000 Penalty: 4031.658691
	Iteration 21Q: 3 clusters Score -2.592232e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239150 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -25922726.000000 Penalty: 4031.658691
	Iteration 22Q: 3 clusters Score -2.592273e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239919 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -25923022.000000 Penalty: 4031.658691
	Iteration 23Q: 3 clusters Score -2.592302e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240584 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -25923298.000000 Penalty: 4031.658691
	Iteration 24Q: 3 clusters Score -2.59233e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241110 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -25923552.000000 Penalty: 4031.658691
	Iteration 25Q: 3 clusters Score -2.592355e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241557 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -25923730.000000 Penalty: 4031.658691
	Iteration 26Q: 3 clusters Score -2.592373e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241910 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -25923926.000000 Penalty: 4031.658691
	Iteration 27Q: 3 clusters Score -2.592393e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242187 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -25924072.000000 Penalty: 4031.658691
	Iteration 28Q: 3 clusters Score -2.592407e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242413 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -25924194.000000 Penalty: 4031.658691
	Iteration 29Q: 3 clusters Score -2.592419e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242593 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -25924308.000000 Penalty: 4031.658691
	Iteration 30Q: 3 clusters Score -2.592431e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242719 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -25924404.000000 Penalty: 4031.658691
	Iteration 31Q: 3 clusters Score -2.59244e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242820 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25924454.000000 Penalty: 4031.658691
	Iteration 32Q: 3 clusters Score -2.592445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242898 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -25924484.000000 Penalty: 4031.658691
	Iteration 33Q: 3 clusters Score -2.592448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242969 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -25924492.000000 Penalty: 4031.658691
	Iteration 34Q: 3 clusters Score -2.592449e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243033 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -25924530.000000 Penalty: 4031.658691
	Iteration 35Q: 3 clusters Score -2.592453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243062 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25924516.000000 Penalty: 4031.658691
	Iteration 36Q: 3 clusters Score -2.592452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243090 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -25924542.000000 Penalty: 4031.658691
	Iteration 37Q: 3 clusters Score -2.592454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243107 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -25924548.000000 Penalty: 4031.658691
	Iteration 38Q: 3 clusters Score -2.592455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243125 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -25924572.000000 Penalty: 4031.658691
	Iteration 39Q: 3 clusters Score -2.592457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243149 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -25924578.000000 Penalty: 4031.658691
	Iteration 40F: 3 clusters Score -2.592458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243167 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -25924584.000000 Penalty: 4031.658691
	Iteration 41Q: 3 clusters Score -2.592458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243189 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25924590.000000 Penalty: 4031.658691
	Iteration 42Q: 3 clusters Score -2.592459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243210 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -25924598.000000 Penalty: 4031.658691
	Iteration 43Q: 3 clusters Score -2.59246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243227 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25924600.000000 Penalty: 4031.658691
	Iteration 44Q: 3 clusters Score -2.59246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243246 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -25924618.000000 Penalty: 4031.658691
	Iteration 45Q: 3 clusters Score -2.592462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243257 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -25924632.000000 Penalty: 4031.658691
	Iteration 46Q: 3 clusters Score -2.592463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243264 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25924624.000000 Penalty: 4031.658691
	Iteration 47Q: 3 clusters Score -2.592462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243271 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -25924626.000000 Penalty: 4031.658691
	Iteration 48Q: 3 clusters Score -2.592463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243275 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -25924628.000000 Penalty: 4031.658691
	Iteration 49Q: 3 clusters Score -2.592463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243282 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -25924634.000000 Penalty: 4031.658691
	Iteration 50Q: 3 clusters Score -2.592463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243288 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -25924622.000000 Penalty: 4031.658691
	Iteration 51Q: 3 clusters Score -2.592462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243290 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25924624.000000 Penalty: 4031.658691
	Iteration 52Q: 3 clusters Score -2.592462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243289 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25924620.000000 Penalty: 4031.658691
	Iteration 53Q: 3 clusters Score -2.592462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243289 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25924622.000000 Penalty: 4031.658691
	Iteration 54Q: 3 clusters Score -2.592462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243290 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25924624.000000 Penalty: 4031.658691
	Iteration 55Q: 3 clusters Score -2.592462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243291 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25924626.000000 Penalty: 4031.658691
	Iteration 56Q: 3 clusters Score -2.592463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243291 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25924626.000000 Penalty: 4031.658691
	Iteration 57F: 3 clusters Score -2.592463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Entering Unmasked Estep 
Score: -5458554.000000 Penalty: 1764.462280
	Iteration 0F: 2 clusters Score -5458554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5423740.500000 Penalty: 3528.924561
	Iteration 0F: 3 clusters Score -5423740 nChanged 24433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5437415.000000 Penalty: 3528.924561
	Iteration 1F: 3 clusters Score -5437415 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5437816.500000 Penalty: 3528.924561
	Iteration 2Q: 3 clusters Score -5437816 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5438316.500000 Penalty: 3528.924561
	Iteration 3Q: 3 clusters Score -5438316 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5438814.500000 Penalty: 3528.924561
	Iteration 4Q: 3 clusters Score -5438814 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5439586.000000 Penalty: 3528.924561
	Iteration 5Q: 3 clusters Score -5439586 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5440757.000000 Penalty: 3528.924561
	Iteration 6Q: 3 clusters Score -5440757 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5442553.500000 Penalty: 3528.924561
	Iteration 7F: 3 clusters Score -5442554 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5445295.000000 Penalty: 3528.924561
	Iteration 8F: 3 clusters Score -5445295 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5448763.000000 Penalty: 3528.924561
	Iteration 9F: 3 clusters Score -5448763 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5452337.000000 Penalty: 3528.924561
	Iteration 10F: 3 clusters Score -5452337 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5454924.500000 Penalty: 3528.924561
	Iteration 11Q: 3 clusters Score -5454924 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5456202.500000 Penalty: 3528.924561
	Iteration 12Q: 3 clusters Score -5456202 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5456671.000000 Penalty: 3528.924561
	Iteration 13Q: 3 clusters Score -5456671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5456873.500000 Penalty: 3528.924561
	Iteration 14Q: 3 clusters Score -5456874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5456986.000000 Penalty: 3528.924561
	Iteration 15Q: 3 clusters Score -5456986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5457055.000000 Penalty: 3528.924561
	Iteration 16Q: 3 clusters Score -5457055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5457090.500000 Penalty: 3528.924561
	Iteration 17Q: 3 clusters Score -5457090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5457099.500000 Penalty: 3528.924561
	Iteration 18Q: 3 clusters Score -5457100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5457113.000000 Penalty: 3528.924561
	Iteration 19Q: 3 clusters Score -5457113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5457136.500000 Penalty: 3528.924561
	Iteration 20F: 3 clusters Score -5457136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5457140.000000 Penalty: 3528.924561
	Iteration 21Q: 3 clusters Score -5457140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5457153.000000 Penalty: 3528.924561
	Iteration 22Q: 3 clusters Score -5457153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5457158.000000 Penalty: 3528.924561
	Iteration 23Q: 3 clusters Score -5457158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5457162.000000 Penalty: 3528.924561
	Iteration 24Q: 3 clusters Score -5457162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5457165.500000 Penalty: 3528.924561
	Iteration 25Q: 3 clusters Score -5457166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5457172.000000 Penalty: 3528.924561
	Iteration 26Q: 3 clusters Score -5457172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5457180.000000 Penalty: 3528.924561
	Iteration 27Q: 3 clusters Score -5457180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5457180.000000 Penalty: 3528.924561
	Iteration 28F: 3 clusters Score -5457180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Entering Unmasked Estep 
Score: -1097936.250000 Penalty: 1504.809814
	Iteration 0F: 2 clusters Score -1097936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1090440.375000 Penalty: 3009.619629
	Iteration 0F: 3 clusters Score -1090440 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1092941.000000 Penalty: 3009.619629
	Iteration 1F: 3 clusters Score -1092941 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1093221.750000 Penalty: 3009.619629
	Iteration 2F: 3 clusters Score -1093222 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1093425.250000 Penalty: 3009.619629
	Iteration 3F: 3 clusters Score -1093425 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1093619.000000 Penalty: 3009.619629
	Iteration 4Q: 3 clusters Score -1093619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1093843.875000 Penalty: 3009.619629
	Iteration 5Q: 3 clusters Score -1093844 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1094139.375000 Penalty: 3009.619629
	Iteration 6Q: 3 clusters Score -1094139 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1094499.750000 Penalty: 3009.619629
	Iteration 7F: 3 clusters Score -1094500 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1094947.375000 Penalty: 3009.619629
	Iteration 8F: 3 clusters Score -1094947 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1095409.250000 Penalty: 3009.619629
	Iteration 9F: 3 clusters Score -1095409 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1095796.250000 Penalty: 3009.619629
	Iteration 10Q: 3 clusters Score -1095796 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1096118.375000 Penalty: 3009.619629
	Iteration 11Q: 3 clusters Score -1096118 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1096362.875000 Penalty: 3009.619629
	Iteration 12Q: 3 clusters Score -1096363 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1096499.875000 Penalty: 3009.619629
	Iteration 13Q: 3 clusters Score -1096500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1096578.000000 Penalty: 3009.619629
	Iteration 14Q: 3 clusters Score -1096578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1096621.625000 Penalty: 3009.619629
	Iteration 15Q: 3 clusters Score -1096622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1096645.625000 Penalty: 3009.619629
	Iteration 16Q: 3 clusters Score -1096646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1096658.500000 Penalty: 3009.619629
	Iteration 17Q: 3 clusters Score -1096658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1096672.000000 Penalty: 3009.619629
	Iteration 18Q: 3 clusters Score -1096672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1096679.000000 Penalty: 3009.619629
	Iteration 19Q: 3 clusters Score -1096679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1096688.750000 Penalty: 3009.619629
	Iteration 20F: 3 clusters Score -1096689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1096697.125000 Penalty: 3009.619629
	Iteration 21Q: 3 clusters Score -1096697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1096705.125000 Penalty: 3009.619629
	Iteration 22Q: 3 clusters Score -1096705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1096715.000000 Penalty: 3009.619629
	Iteration 23Q: 3 clusters Score -1096715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1096726.750000 Penalty: 3009.619629
	Iteration 24Q: 3 clusters Score -1096727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1096736.625000 Penalty: 3009.619629
	Iteration 25Q: 3 clusters Score -1096737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1096741.625000 Penalty: 3009.619629
	Iteration 26Q: 3 clusters Score -1096742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1096742.375000 Penalty: 3009.619629
	Iteration 27Q: 3 clusters Score -1096742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1096742.375000 Penalty: 3009.619629
	Iteration 28F: 3 clusters Score -1096742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (166508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Entering Unmasked Estep 
Score: -17820142.000000 Penalty: 1953.704712
	Iteration 0F: 2 clusters Score -1.782014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -17713404.000000 Penalty: 3907.409424
	Iteration 0F: 3 clusters Score -1.77134e+07 nChanged 80776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -17762086.000000 Penalty: 3907.409424
	Iteration 1F: 3 clusters Score -1.776209e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -17764832.000000 Penalty: 3907.409424
	Iteration 2Q: 3 clusters Score -1.776483e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -17770408.000000 Penalty: 3907.409424
	Iteration 3F: 3 clusters Score -1.777041e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -17780602.000000 Penalty: 3907.409424
	Iteration 4F: 3 clusters Score -1.77806e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138450 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -17795716.000000 Penalty: 3907.409424
	Iteration 5F: 3 clusters Score -1.779572e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -17809738.000000 Penalty: 3907.409424
	Iteration 6F: 3 clusters Score -1.780974e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -17816134.000000 Penalty: 3907.409424
	Iteration 7Q: 3 clusters Score -1.781613e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163967 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -17818190.000000 Penalty: 3907.409424
	Iteration 8Q: 3 clusters Score -1.781819e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -17818776.000000 Penalty: 3907.409424
	Iteration 9Q: 3 clusters Score -1.781878e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17818978.000000 Penalty: 3907.409424
	Iteration 10Q: 3 clusters Score -1.781898e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17819070.000000 Penalty: 3907.409424
	Iteration 11Q: 3 clusters Score -1.781907e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17819146.000000 Penalty: 3907.409424
	Iteration 12Q: 3 clusters Score -1.781915e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17819170.000000 Penalty: 3907.409424
	Iteration 13Q: 3 clusters Score -1.781917e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17819216.000000 Penalty: 3907.409424
	Iteration 14Q: 3 clusters Score -1.781922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17819204.000000 Penalty: 3907.409424
	Iteration 15Q: 3 clusters Score -1.78192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17819216.000000 Penalty: 3907.409424
	Iteration 16Q: 3 clusters Score -1.781922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17819234.000000 Penalty: 3907.409424
	Iteration 17Q: 3 clusters Score -1.781923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17819262.000000 Penalty: 3907.409424
	Iteration 18Q: 3 clusters Score -1.781926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17819252.000000 Penalty: 3907.409424
	Iteration 19Q: 3 clusters Score -1.781925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17819256.000000 Penalty: 3907.409424
	Iteration 20F: 3 clusters Score -1.781926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17819268.000000 Penalty: 3907.409424
	Iteration 21Q: 3 clusters Score -1.781927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17819256.000000 Penalty: 3907.409424
	Iteration 22Q: 3 clusters Score -1.781926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17819272.000000 Penalty: 3907.409424
	Iteration 23Q: 3 clusters Score -1.781927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17819268.000000 Penalty: 3907.409424
	Iteration 24Q: 3 clusters Score -1.781927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17819286.000000 Penalty: 3907.409424
	Iteration 25Q: 3 clusters Score -1.781929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17819268.000000 Penalty: 3907.409424
	Iteration 26Q: 3 clusters Score -1.781927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17819264.000000 Penalty: 3907.409424
	Iteration 27Q: 3 clusters Score -1.781926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17819254.000000 Penalty: 3907.409424
	Iteration 28Q: 3 clusters Score -1.781925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17819256.000000 Penalty: 3907.409424
	Iteration 29Q: 3 clusters Score -1.781926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17819264.000000 Penalty: 3907.409424
	Iteration 30Q: 3 clusters Score -1.781926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17819272.000000 Penalty: 3907.409424
	Iteration 31Q: 3 clusters Score -1.781927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165682 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17819260.000000 Penalty: 3907.409424
	Iteration 32Q: 3 clusters Score -1.781926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -17819268.000000 Penalty: 3907.409424
	Iteration 33Q: 3 clusters Score -1.781927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17819272.000000 Penalty: 3907.409424
	Iteration 34Q: 3 clusters Score -1.781927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17819272.000000 Penalty: 3907.409424
	Iteration 35F: 3 clusters Score -1.781927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Entering Unmasked Estep 
Score: -17582014.000000 Penalty: 1951.588013
	Iteration 0F: 2 clusters Score -1.758201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -17476184.000000 Penalty: 3903.176025
	Iteration 0F: 3 clusters Score -1.747618e+07 nChanged 79547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -17524962.000000 Penalty: 3903.176025
	Iteration 1F: 3 clusters Score -1.752496e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -17527726.000000 Penalty: 3903.176025
	Iteration 2Q: 3 clusters Score -1.752773e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -17532122.000000 Penalty: 3903.176025
	Iteration 3F: 3 clusters Score -1.753212e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -17539062.000000 Penalty: 3903.176025
	Iteration 4F: 3 clusters Score -1.753906e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -17548818.000000 Penalty: 3903.176025
	Iteration 5F: 3 clusters Score -1.754882e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -17559628.000000 Penalty: 3903.176025
	Iteration 6F: 3 clusters Score -1.755963e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -17568134.000000 Penalty: 3903.176025
	Iteration 7F: 3 clusters Score -1.756813e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -17572772.000000 Penalty: 3903.176025
	Iteration 8Q: 3 clusters Score -1.757277e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -17574978.000000 Penalty: 3903.176025
	Iteration 9Q: 3 clusters Score -1.757498e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -17576106.000000 Penalty: 3903.176025
	Iteration 10Q: 3 clusters Score -1.757611e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -17577212.000000 Penalty: 3903.176025
	Iteration 11Q: 3 clusters Score -1.757721e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 145263 members 
Entering Unmasked Estep 
Score: -17578156.000000 Penalty: 3903.176025
	Iteration 12Q: 3 clusters Score -1.757816e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -17578852.000000 Penalty: 3903.176025
	Iteration 13Q: 3 clusters Score -1.757885e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -17579332.000000 Penalty: 3903.176025
	Iteration 14Q: 3 clusters Score -1.757933e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 151316 members 
Entering Unmasked Estep 
Score: -17579774.000000 Penalty: 3903.176025
	Iteration 15Q: 3 clusters Score -1.757977e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 153071 members 
Entering Unmasked Estep 
Score: -17580122.000000 Penalty: 3903.176025
	Iteration 16Q: 3 clusters Score -1.758012e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -17580286.000000 Penalty: 3903.176025
	Iteration 17Q: 3 clusters Score -1.758029e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 156064 members 
Entering Unmasked Estep 
Score: -17580508.000000 Penalty: 3903.176025
	Iteration 18Q: 3 clusters Score -1.758051e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 157232 members 
Entering Unmasked Estep 
Score: -17580564.000000 Penalty: 3903.176025
	Iteration 19Q: 3 clusters Score -1.758056e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -17580614.000000 Penalty: 3903.176025
	Iteration 20F: 3 clusters Score -1.758061e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -17580670.000000 Penalty: 3903.176025
	Iteration 21Q: 3 clusters Score -1.758067e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -17580640.000000 Penalty: 3903.176025
	Iteration 22Q: 3 clusters Score -1.758064e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 160275 members 
Entering Unmasked Estep 
Score: -17580650.000000 Penalty: 3903.176025
	Iteration 23Q: 3 clusters Score -1.758065e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -17580640.000000 Penalty: 3903.176025
	Iteration 24Q: 3 clusters Score -1.758064e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -17580644.000000 Penalty: 3903.176025
	Iteration 25Q: 3 clusters Score -1.758064e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -17580652.000000 Penalty: 3903.176025
	Iteration 26Q: 3 clusters Score -1.758065e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 161713 members 
Entering Unmasked Estep 
Score: -17580686.000000 Penalty: 3903.176025
	Iteration 27Q: 3 clusters Score -1.758069e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 161950 members 
Entering Unmasked Estep 
Score: -17580706.000000 Penalty: 3903.176025
	Iteration 28Q: 3 clusters Score -1.758071e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 162148 members 
Entering Unmasked Estep 
Score: -17580716.000000 Penalty: 3903.176025
	Iteration 29Q: 3 clusters Score -1.758072e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 162315 members 
Entering Unmasked Estep 
Score: -17580708.000000 Penalty: 3903.176025
	Iteration 30Q: 3 clusters Score -1.758071e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 162483 members 
Entering Unmasked Estep 
Score: -17580734.000000 Penalty: 3903.176025
	Iteration 31Q: 3 clusters Score -1.758073e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -17580746.000000 Penalty: 3903.176025
	Iteration 32Q: 3 clusters Score -1.758075e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -17580756.000000 Penalty: 3903.176025
	Iteration 33Q: 3 clusters Score -1.758076e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -17580782.000000 Penalty: 3903.176025
	Iteration 34Q: 3 clusters Score -1.758078e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 162915 members 
Entering Unmasked Estep 
Score: -17580790.000000 Penalty: 3903.176025
	Iteration 35Q: 3 clusters Score -1.758079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -17580800.000000 Penalty: 3903.176025
	Iteration 36Q: 3 clusters Score -1.75808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -17580802.000000 Penalty: 3903.176025
	Iteration 37Q: 3 clusters Score -1.75808e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -17580822.000000 Penalty: 3903.176025
	Iteration 38Q: 3 clusters Score -1.758082e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -17580818.000000 Penalty: 3903.176025
	Iteration 39Q: 3 clusters Score -1.758082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -17580818.000000 Penalty: 3903.176025
	Iteration 40F: 3 clusters Score -1.758082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -17580810.000000 Penalty: 3903.176025
	Iteration 41Q: 3 clusters Score -1.758081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -17580836.000000 Penalty: 3903.176025
	Iteration 42Q: 3 clusters Score -1.758084e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -17580826.000000 Penalty: 3903.176025
	Iteration 43Q: 3 clusters Score -1.758083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -17580822.000000 Penalty: 3903.176025
	Iteration 44Q: 3 clusters Score -1.758082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -17580812.000000 Penalty: 3903.176025
	Iteration 45Q: 3 clusters Score -1.758081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -17580804.000000 Penalty: 3903.176025
	Iteration 46Q: 3 clusters Score -1.75808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -17580810.000000 Penalty: 3903.176025
	Iteration 47Q: 3 clusters Score -1.758081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -17580818.000000 Penalty: 3903.176025
	Iteration 48Q: 3 clusters Score -1.758082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -17580806.000000 Penalty: 3903.176025
	Iteration 49Q: 3 clusters Score -1.758081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 163385 members 
Entering Unmasked Estep 
Score: -17580790.000000 Penalty: 3903.176025
	Iteration 50Q: 3 clusters Score -1.758079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -17580786.000000 Penalty: 3903.176025
	Iteration 51Q: 3 clusters Score -1.758079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -17580780.000000 Penalty: 3903.176025
	Iteration 52Q: 3 clusters Score -1.758078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -17580780.000000 Penalty: 3903.176025
	Iteration 53Q: 3 clusters Score -1.758078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -17580768.000000 Penalty: 3903.176025
	Iteration 54Q: 3 clusters Score -1.758077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -17580768.000000 Penalty: 3903.176025
	Iteration 55Q: 3 clusters Score -1.758077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -17580778.000000 Penalty: 3903.176025
	Iteration 56Q: 3 clusters Score -1.758078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -17580778.000000 Penalty: 3903.176025
	Iteration 57Q: 3 clusters Score -1.758078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -17580770.000000 Penalty: 3903.176025
	Iteration 58Q: 3 clusters Score -1.758077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -17580784.000000 Penalty: 3903.176025
	Iteration 59Q: 3 clusters Score -1.758078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -17580782.000000 Penalty: 3903.176025
	Iteration 60F: 3 clusters Score -1.758078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -17580778.000000 Penalty: 3903.176025
	Iteration 61Q: 3 clusters Score -1.758078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -17580768.000000 Penalty: 3903.176025
	Iteration 62Q: 3 clusters Score -1.758077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -17580770.000000 Penalty: 3903.176025
	Iteration 63Q: 3 clusters Score -1.758077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -17580770.000000 Penalty: 3903.176025
	Iteration 64F: 3 clusters Score -1.758077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Entering Unmasked Estep 
Score: -3127702.750000 Penalty: 1674.694946
	Iteration 0F: 2 clusters Score -3127703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3107454.750000 Penalty: 3349.389893
	Iteration 0F: 3 clusters Score -3107455 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3115510.000000 Penalty: 3349.389893
	Iteration 1F: 3 clusters Score -3115510 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3116443.250000 Penalty: 3349.389893
	Iteration 2F: 3 clusters Score -3116443 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3117807.000000 Penalty: 3349.389893
	Iteration 3F: 3 clusters Score -3117807 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3119539.250000 Penalty: 3349.389893
	Iteration 4F: 3 clusters Score -3119539 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3121251.500000 Penalty: 3349.389893
	Iteration 5F: 3 clusters Score -3121252 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3122547.750000 Penalty: 3349.389893
	Iteration 6F: 3 clusters Score -3122548 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3123308.750000 Penalty: 3349.389893
	Iteration 7F: 3 clusters Score -3123309 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3123691.000000 Penalty: 3349.389893
	Iteration 8Q: 3 clusters Score -3123691 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3123909.250000 Penalty: 3349.389893
	Iteration 9Q: 3 clusters Score -3123909 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3124040.750000 Penalty: 3349.389893
	Iteration 10Q: 3 clusters Score -3124041 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3124141.500000 Penalty: 3349.389893
	Iteration 11Q: 3 clusters Score -3124142 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3124226.000000 Penalty: 3349.389893
	Iteration 12Q: 3 clusters Score -3124226 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3124314.250000 Penalty: 3349.389893
	Iteration 13Q: 3 clusters Score -3124314 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3124426.000000 Penalty: 3349.389893
	Iteration 14Q: 3 clusters Score -3124426 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3124513.250000 Penalty: 3349.389893
	Iteration 15Q: 3 clusters Score -3124513 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3124649.500000 Penalty: 3349.389893
	Iteration 16Q: 3 clusters Score -3124650 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3124780.000000 Penalty: 3349.389893
	Iteration 17Q: 3 clusters Score -3124780 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3124944.000000 Penalty: 3349.389893
	Iteration 18Q: 3 clusters Score -3124944 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3125156.500000 Penalty: 3349.389893
	Iteration 19Q: 3 clusters Score -3125156 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3125343.500000 Penalty: 3349.389893
	Iteration 20F: 3 clusters Score -3125344 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3125498.000000 Penalty: 3349.389893
	Iteration 21Q: 3 clusters Score -3125498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3125661.000000 Penalty: 3349.389893
	Iteration 22Q: 3 clusters Score -3125661 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3125815.000000 Penalty: 3349.389893
	Iteration 23Q: 3 clusters Score -3125815 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3125954.250000 Penalty: 3349.389893
	Iteration 24Q: 3 clusters Score -3125954 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3126096.500000 Penalty: 3349.389893
	Iteration 25Q: 3 clusters Score -3126096 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3126227.000000 Penalty: 3349.389893
	Iteration 26Q: 3 clusters Score -3126227 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3126371.500000 Penalty: 3349.389893
	Iteration 27Q: 3 clusters Score -3126372 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3126523.250000 Penalty: 3349.389893
	Iteration 28Q: 3 clusters Score -3126523 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3126616.250000 Penalty: 3349.389893
	Iteration 29Q: 3 clusters Score -3126616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3126709.750000 Penalty: 3349.389893
	Iteration 30Q: 3 clusters Score -3126710 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3126814.250000 Penalty: 3349.389893
	Iteration 31Q: 3 clusters Score -3126814 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3126895.750000 Penalty: 3349.389893
	Iteration 32Q: 3 clusters Score -3126896 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3126961.750000 Penalty: 3349.389893
	Iteration 33Q: 3 clusters Score -3126962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3127022.500000 Penalty: 3349.389893
	Iteration 34Q: 3 clusters Score -3127022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3127074.750000 Penalty: 3349.389893
	Iteration 35Q: 3 clusters Score -3127075 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3127140.500000 Penalty: 3349.389893
	Iteration 36Q: 3 clusters Score -3127140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3127175.750000 Penalty: 3349.389893
	Iteration 37Q: 3 clusters Score -3127176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3127221.500000 Penalty: 3349.389893
	Iteration 38Q: 3 clusters Score -3127222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3127256.000000 Penalty: 3349.389893
	Iteration 39Q: 3 clusters Score -3127256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3127264.250000 Penalty: 3349.389893
	Iteration 40F: 3 clusters Score -3127264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3127301.250000 Penalty: 3349.389893
	Iteration 41Q: 3 clusters Score -3127301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3127326.750000 Penalty: 3349.389893
	Iteration 42Q: 3 clusters Score -3127327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3127331.000000 Penalty: 3349.389893
	Iteration 43Q: 3 clusters Score -3127331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3127348.500000 Penalty: 3349.389893
	Iteration 44Q: 3 clusters Score -3127348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3127361.500000 Penalty: 3349.389893
	Iteration 45Q: 3 clusters Score -3127362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3127380.750000 Penalty: 3349.389893
	Iteration 46Q: 3 clusters Score -3127381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3127395.250000 Penalty: 3349.389893
	Iteration 47Q: 3 clusters Score -3127395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3127410.500000 Penalty: 3349.389893
	Iteration 48Q: 3 clusters Score -3127410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3127420.250000 Penalty: 3349.389893
	Iteration 49Q: 3 clusters Score -3127420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3127428.250000 Penalty: 3349.389893
	Iteration 50Q: 3 clusters Score -3127428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3127436.250000 Penalty: 3349.389893
	Iteration 51Q: 3 clusters Score -3127436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3127439.250000 Penalty: 3349.389893
	Iteration 52Q: 3 clusters Score -3127439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3127436.000000 Penalty: 3349.389893
	Iteration 53Q: 3 clusters Score -3127436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3127436.500000 Penalty: 3349.389893
	Iteration 54Q: 3 clusters Score -3127436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3127443.000000 Penalty: 3349.389893
	Iteration 55Q: 3 clusters Score -3127443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3127445.000000 Penalty: 3349.389893
	Iteration 56Q: 3 clusters Score -3127445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3127446.500000 Penalty: 3349.389893
	Iteration 57Q: 3 clusters Score -3127446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3127452.250000 Penalty: 3349.389893
	Iteration 58Q: 3 clusters Score -3127452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3127451.500000 Penalty: 3349.389893
	Iteration 59Q: 3 clusters Score -3127452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3127454.500000 Penalty: 3349.389893
	Iteration 60F: 3 clusters Score -3127454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3127456.000000 Penalty: 3349.389893
	Iteration 61Q: 3 clusters Score -3127456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3127452.750000 Penalty: 3349.389893
	Iteration 62Q: 3 clusters Score -3127453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3127452.250000 Penalty: 3349.389893
	Iteration 63Q: 3 clusters Score -3127452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3127460.250000 Penalty: 3349.389893
	Iteration 64Q: 3 clusters Score -3127460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3127461.750000 Penalty: 3349.389893
	Iteration 65Q: 3 clusters Score -3127462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3127458.500000 Penalty: 3349.389893
	Iteration 66Q: 3 clusters Score -3127458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3127460.750000 Penalty: 3349.389893
	Iteration 67Q: 3 clusters Score -3127461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3127457.750000 Penalty: 3349.389893
	Iteration 68Q: 3 clusters Score -3127458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3127457.000000 Penalty: 3349.389893
	Iteration 69Q: 3 clusters Score -3127457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3127459.000000 Penalty: 3349.389893
	Iteration 70Q: 3 clusters Score -3127459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3127458.000000 Penalty: 3349.389893
	Iteration 71Q: 3 clusters Score -3127458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3127462.250000 Penalty: 3349.389893
	Iteration 72Q: 3 clusters Score -3127462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3127460.750000 Penalty: 3349.389893
	Iteration 73Q: 3 clusters Score -3127461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3127460.750000 Penalty: 3349.389893
	Iteration 74F: 3 clusters Score -3127461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -166300.921875 Penalty: 1204.574219
	Iteration 0F: 2 clusters Score -166300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -164459.781250 Penalty: 2409.148438
	Iteration 0F: 3 clusters Score -164459.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -164853.968750 Penalty: 2409.148438
	Iteration 1F: 3 clusters Score -164854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164945.156250 Penalty: 2409.148438
	Iteration 2F: 3 clusters Score -164945.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165003.187500 Penalty: 2409.148438
	Iteration 3Q: 3 clusters Score -165003.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165043.140625 Penalty: 2409.148438
	Iteration 4Q: 3 clusters Score -165043.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165080.765625 Penalty: 2409.148438
	Iteration 5Q: 3 clusters Score -165080.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -165116.312500 Penalty: 2409.148438
	Iteration 6Q: 3 clusters Score -165116.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -165151.359375 Penalty: 2409.148438
	Iteration 7Q: 3 clusters Score -165151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -165191.343750 Penalty: 2409.148438
	Iteration 8Q: 3 clusters Score -165191.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -165234.984375 Penalty: 2409.148438
	Iteration 9Q: 3 clusters Score -165235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165263.156250 Penalty: 2409.148438
	Iteration 10Q: 3 clusters Score -165263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -165287.812500 Penalty: 2409.148438
	Iteration 11Q: 3 clusters Score -165287.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -165317.156250 Penalty: 2409.148438
	Iteration 12Q: 3 clusters Score -165317.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165355.812500 Penalty: 2409.148438
	Iteration 13Q: 3 clusters Score -165355.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -165407.203125 Penalty: 2409.148438
	Iteration 14Q: 3 clusters Score -165407.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -165450.734375 Penalty: 2409.148438
	Iteration 15Q: 3 clusters Score -165450.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -165495.234375 Penalty: 2409.148438
	Iteration 16Q: 3 clusters Score -165495.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -165521.171875 Penalty: 2409.148438
	Iteration 17Q: 3 clusters Score -165521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -165546.500000 Penalty: 2409.148438
	Iteration 18Q: 3 clusters Score -165546.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -165561.390625 Penalty: 2409.148438
	Iteration 19Q: 3 clusters Score -165561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -165592.484375 Penalty: 2409.148438
	Iteration 20F: 3 clusters Score -165592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165611.796875 Penalty: 2409.148438
	Iteration 21Q: 3 clusters Score -165611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -165627.359375 Penalty: 2409.148438
	Iteration 22Q: 3 clusters Score -165627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -165638.546875 Penalty: 2409.148438
	Iteration 23Q: 3 clusters Score -165638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -165643.781250 Penalty: 2409.148438
	Iteration 24Q: 3 clusters Score -165643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -165646.609375 Penalty: 2409.148438
	Iteration 25Q: 3 clusters Score -165646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -165651.906250 Penalty: 2409.148438
	Iteration 26Q: 3 clusters Score -165651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -165655.203125 Penalty: 2409.148438
	Iteration 27Q: 3 clusters Score -165655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -165656.062500 Penalty: 2409.148438
	Iteration 28Q: 3 clusters Score -165656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -165656.062500 Penalty: 2409.148438
	Iteration 29F: 3 clusters Score -165656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Entering Unmasked Estep 
Score: -1175386.500000 Penalty: 1517.744141
	Iteration 0F: 2 clusters Score -1175386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1167458.750000 Penalty: 3035.488281
	Iteration 0F: 3 clusters Score -1167459 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1170188.375000 Penalty: 3035.488281
	Iteration 1F: 3 clusters Score -1170188 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1170818.125000 Penalty: 3035.488281
	Iteration 2F: 3 clusters Score -1170818 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1171560.375000 Penalty: 3035.488281
	Iteration 3F: 3 clusters Score -1171560 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1172313.000000 Penalty: 3035.488281
	Iteration 4F: 3 clusters Score -1172313 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1172916.625000 Penalty: 3035.488281
	Iteration 5F: 3 clusters Score -1172917 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1173355.375000 Penalty: 3035.488281
	Iteration 6F: 3 clusters Score -1173355 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1173651.875000 Penalty: 3035.488281
	Iteration 7Q: 3 clusters Score -1173652 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1173813.750000 Penalty: 3035.488281
	Iteration 8Q: 3 clusters Score -1173814 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1173928.000000 Penalty: 3035.488281
	Iteration 9Q: 3 clusters Score -1173928 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1174027.750000 Penalty: 3035.488281
	Iteration 10Q: 3 clusters Score -1174028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1174116.750000 Penalty: 3035.488281
	Iteration 11Q: 3 clusters Score -1174117 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1174210.625000 Penalty: 3035.488281
	Iteration 12Q: 3 clusters Score -1174211 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1174289.375000 Penalty: 3035.488281
	Iteration 13Q: 3 clusters Score -1174289 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1174357.500000 Penalty: 3035.488281
	Iteration 14Q: 3 clusters Score -1174358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1174431.375000 Penalty: 3035.488281
	Iteration 15Q: 3 clusters Score -1174431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1174502.875000 Penalty: 3035.488281
	Iteration 16Q: 3 clusters Score -1174503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1174556.125000 Penalty: 3035.488281
	Iteration 17Q: 3 clusters Score -1174556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1174602.750000 Penalty: 3035.488281
	Iteration 18Q: 3 clusters Score -1174603 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1174642.625000 Penalty: 3035.488281
	Iteration 19Q: 3 clusters Score -1174643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1174675.750000 Penalty: 3035.488281
	Iteration 20F: 3 clusters Score -1174676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1174708.000000 Penalty: 3035.488281
	Iteration 21Q: 3 clusters Score -1174708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1174728.125000 Penalty: 3035.488281
	Iteration 22Q: 3 clusters Score -1174728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1174750.000000 Penalty: 3035.488281
	Iteration 23Q: 3 clusters Score -1174750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1174772.625000 Penalty: 3035.488281
	Iteration 24Q: 3 clusters Score -1174773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1174788.625000 Penalty: 3035.488281
	Iteration 25Q: 3 clusters Score -1174789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1174803.000000 Penalty: 3035.488281
	Iteration 26Q: 3 clusters Score -1174803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1174819.500000 Penalty: 3035.488281
	Iteration 27Q: 3 clusters Score -1174820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1174828.125000 Penalty: 3035.488281
	Iteration 28Q: 3 clusters Score -1174828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1174835.250000 Penalty: 3035.488281
	Iteration 29Q: 3 clusters Score -1174835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1174840.000000 Penalty: 3035.488281
	Iteration 30Q: 3 clusters Score -1174840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1174843.875000 Penalty: 3035.488281
	Iteration 31Q: 3 clusters Score -1174844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1174845.625000 Penalty: 3035.488281
	Iteration 32Q: 3 clusters Score -1174846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1174846.500000 Penalty: 3035.488281
	Iteration 33Q: 3 clusters Score -1174846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1174849.875000 Penalty: 3035.488281
	Iteration 34Q: 3 clusters Score -1174850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1174853.250000 Penalty: 3035.488281
	Iteration 35Q: 3 clusters Score -1174853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1174856.125000 Penalty: 3035.488281
	Iteration 36Q: 3 clusters Score -1174856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1174859.375000 Penalty: 3035.488281
	Iteration 37Q: 3 clusters Score -1174859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1174862.500000 Penalty: 3035.488281
	Iteration 38Q: 3 clusters Score -1174862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1174864.250000 Penalty: 3035.488281
	Iteration 39Q: 3 clusters Score -1174864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1174863.625000 Penalty: 3035.488281
	Iteration 40F: 3 clusters Score -1174864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1174866.750000 Penalty: 3035.488281
	Iteration 41Q: 3 clusters Score -1174867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1174869.875000 Penalty: 3035.488281
	Iteration 42Q: 3 clusters Score -1174870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1174870.500000 Penalty: 3035.488281
	Iteration 43Q: 3 clusters Score -1174870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1174871.000000 Penalty: 3035.488281
	Iteration 44Q: 3 clusters Score -1174871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1174867.625000 Penalty: 3035.488281
	Iteration 45Q: 3 clusters Score -1174868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1174866.750000 Penalty: 3035.488281
	Iteration 46Q: 3 clusters Score -1174867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1174867.250000 Penalty: 3035.488281
	Iteration 47Q: 3 clusters Score -1174867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1174869.875000 Penalty: 3035.488281
	Iteration 48Q: 3 clusters Score -1174870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1174869.875000 Penalty: 3035.488281
	Iteration 49F: 3 clusters Score -1174870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11182.964844 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11182.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11323.790039 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11323.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -11405.418945 Penalty: 1624.093994
	Iteration 2F: 3 clusters Score -11405.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -11457.718750 Penalty: 1624.093994
	Iteration 3F: 3 clusters Score -11457.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -11487.949219 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11487.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -11507.605469 Penalty: 1624.093994
	Iteration 5Q: 3 clusters Score -11507.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -11507.605469 Penalty: 1624.093994
	Iteration 6F: 3 clusters Score -11507.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -134223.937500 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -134223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -132522.140625 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -132522.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132828.156250 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -132828.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132905.625000 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -132905.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132944.906250 Penalty: 2334.758057
	Iteration 3Q: 3 clusters Score -132944.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132972.171875 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -132972.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -132990.234375 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -132990.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133004.828125 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -133004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133011.843750 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -133011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133018.531250 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -133018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133030.234375 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -133030.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133042.296875 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -133042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133054.031250 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -133054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133063.546875 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -133063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133075.156250 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -133075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133084.406250 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -133084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133089.875000 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -133089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133094.140625 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -133094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133097.937500 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -133097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133102.125000 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -133102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133105.703125 Penalty: 2334.758057
	Iteration 19Q: 3 clusters Score -133105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133106.500000 Penalty: 2334.758057
	Iteration 20F: 3 clusters Score -133106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133108.343750 Penalty: 2334.758057
	Iteration 21Q: 3 clusters Score -133108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133108.984375 Penalty: 2334.758057
	Iteration 22Q: 3 clusters Score -133109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133112.734375 Penalty: 2334.758057
	Iteration 23Q: 3 clusters Score -133112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133114.890625 Penalty: 2334.758057
	Iteration 24Q: 3 clusters Score -133114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133116.968750 Penalty: 2334.758057
	Iteration 25Q: 3 clusters Score -133117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133118.140625 Penalty: 2334.758057
	Iteration 26Q: 3 clusters Score -133118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133119.343750 Penalty: 2334.758057
	Iteration 27Q: 3 clusters Score -133119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133119.343750 Penalty: 2334.758057
	Iteration 28F: 3 clusters Score -133119.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Entering Unmasked Estep 
Score: -1167839.000000 Penalty: 1507.127197
	Iteration 0F: 2 clusters Score -1167839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1160289.125000 Penalty: 3014.254395
	Iteration 0F: 3 clusters Score -1160289 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1162753.500000 Penalty: 3014.254395
	Iteration 1F: 3 clusters Score -1162754 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1162996.125000 Penalty: 3014.254395
	Iteration 2F: 3 clusters Score -1162996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1163180.750000 Penalty: 3014.254395
	Iteration 3Q: 3 clusters Score -1163181 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1163321.250000 Penalty: 3014.254395
	Iteration 4Q: 3 clusters Score -1163321 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1163466.375000 Penalty: 3014.254395
	Iteration 5Q: 3 clusters Score -1163466 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1163634.875000 Penalty: 3014.254395
	Iteration 6Q: 3 clusters Score -1163635 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1163846.000000 Penalty: 3014.254395
	Iteration 7Q: 3 clusters Score -1163846 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1164111.000000 Penalty: 3014.254395
	Iteration 8Q: 3 clusters Score -1164111 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1164418.375000 Penalty: 3014.254395
	Iteration 9Q: 3 clusters Score -1164418 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1164776.375000 Penalty: 3014.254395
	Iteration 10Q: 3 clusters Score -1164776 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1165172.750000 Penalty: 3014.254395
	Iteration 11Q: 3 clusters Score -1165173 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1165532.875000 Penalty: 3014.254395
	Iteration 12Q: 3 clusters Score -1165533 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1165820.375000 Penalty: 3014.254395
	Iteration 13Q: 3 clusters Score -1165820 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1166055.250000 Penalty: 3014.254395
	Iteration 14Q: 3 clusters Score -1166055 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1166218.875000 Penalty: 3014.254395
	Iteration 15Q: 3 clusters Score -1166219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1166333.125000 Penalty: 3014.254395
	Iteration 16Q: 3 clusters Score -1166333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1166410.250000 Penalty: 3014.254395
	Iteration 17Q: 3 clusters Score -1166410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1166477.875000 Penalty: 3014.254395
	Iteration 18Q: 3 clusters Score -1166478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1166541.000000 Penalty: 3014.254395
	Iteration 19Q: 3 clusters Score -1166541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1166584.250000 Penalty: 3014.254395
	Iteration 20F: 3 clusters Score -1166584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1166607.375000 Penalty: 3014.254395
	Iteration 21Q: 3 clusters Score -1166607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1166622.500000 Penalty: 3014.254395
	Iteration 22Q: 3 clusters Score -1166622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1166631.625000 Penalty: 3014.254395
	Iteration 23Q: 3 clusters Score -1166632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1166641.500000 Penalty: 3014.254395
	Iteration 24Q: 3 clusters Score -1166642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1166645.250000 Penalty: 3014.254395
	Iteration 25Q: 3 clusters Score -1166645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1166651.250000 Penalty: 3014.254395
	Iteration 26Q: 3 clusters Score -1166651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1166656.250000 Penalty: 3014.254395
	Iteration 27Q: 3 clusters Score -1166656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1166657.875000 Penalty: 3014.254395
	Iteration 28Q: 3 clusters Score -1166658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1166661.625000 Penalty: 3014.254395
	Iteration 29Q: 3 clusters Score -1166662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1166661.625000 Penalty: 3014.254395
	Iteration 30F: 3 clusters Score -1166662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Entering Unmasked Estep 
Score: -647678.875000 Penalty: 1412.119995
	Iteration 0F: 2 clusters Score -647678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -643137.250000 Penalty: 2824.239990
	Iteration 0F: 3 clusters Score -643137.2 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -644488.125000 Penalty: 2824.239990
	Iteration 1F: 3 clusters Score -644488.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -644693.187500 Penalty: 2824.239990
	Iteration 2F: 3 clusters Score -644693.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -644876.250000 Penalty: 2824.239990
	Iteration 3F: 3 clusters Score -644876.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -645057.812500 Penalty: 2824.239990
	Iteration 4F: 3 clusters Score -645057.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -645230.437500 Penalty: 2824.239990
	Iteration 5Q: 3 clusters Score -645230.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -645380.687500 Penalty: 2824.239990
	Iteration 6Q: 3 clusters Score -645380.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -645542.750000 Penalty: 2824.239990
	Iteration 7Q: 3 clusters Score -645542.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -645707.437500 Penalty: 2824.239990
	Iteration 8Q: 3 clusters Score -645707.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -645824.562500 Penalty: 2824.239990
	Iteration 9Q: 3 clusters Score -645824.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -645929.250000 Penalty: 2824.239990
	Iteration 10Q: 3 clusters Score -645929.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -646014.437500 Penalty: 2824.239990
	Iteration 11Q: 3 clusters Score -646014.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -646073.062500 Penalty: 2824.239990
	Iteration 12Q: 3 clusters Score -646073.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -646117.062500 Penalty: 2824.239990
	Iteration 13Q: 3 clusters Score -646117.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -646156.562500 Penalty: 2824.239990
	Iteration 14Q: 3 clusters Score -646156.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -646178.812500 Penalty: 2824.239990
	Iteration 15Q: 3 clusters Score -646178.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -646191.937500 Penalty: 2824.239990
	Iteration 16Q: 3 clusters Score -646191.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -646205.187500 Penalty: 2824.239990
	Iteration 17Q: 3 clusters Score -646205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -646213.562500 Penalty: 2824.239990
	Iteration 18Q: 3 clusters Score -646213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -646222.125000 Penalty: 2824.239990
	Iteration 19Q: 3 clusters Score -646222.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -646229.062500 Penalty: 2824.239990
	Iteration 20F: 3 clusters Score -646229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -646238.625000 Penalty: 2824.239990
	Iteration 21Q: 3 clusters Score -646238.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -646244.000000 Penalty: 2824.239990
	Iteration 22Q: 3 clusters Score -646244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -646248.875000 Penalty: 2824.239990
	Iteration 23Q: 3 clusters Score -646248.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -646250.312500 Penalty: 2824.239990
	Iteration 24Q: 3 clusters Score -646250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -646252.750000 Penalty: 2824.239990
	Iteration 25Q: 3 clusters Score -646252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -646254.375000 Penalty: 2824.239990
	Iteration 26Q: 3 clusters Score -646254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -646254.750000 Penalty: 2824.239990
	Iteration 27Q: 3 clusters Score -646254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -646257.812500 Penalty: 2824.239990
	Iteration 28Q: 3 clusters Score -646257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -646260.750000 Penalty: 2824.239990
	Iteration 29Q: 3 clusters Score -646260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -646263.875000 Penalty: 2824.239990
	Iteration 30Q: 3 clusters Score -646263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -646266.062500 Penalty: 2824.239990
	Iteration 31Q: 3 clusters Score -646266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -646268.375000 Penalty: 2824.239990
	Iteration 32Q: 3 clusters Score -646268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -646272.562500 Penalty: 2824.239990
	Iteration 33Q: 3 clusters Score -646272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -646273.062500 Penalty: 2824.239990
	Iteration 34Q: 3 clusters Score -646273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -646277.687500 Penalty: 2824.239990
	Iteration 35Q: 3 clusters Score -646277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -646282.437500 Penalty: 2824.239990
	Iteration 36Q: 3 clusters Score -646282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -646286.625000 Penalty: 2824.239990
	Iteration 37Q: 3 clusters Score -646286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -646292.187500 Penalty: 2824.239990
	Iteration 38Q: 3 clusters Score -646292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -646294.250000 Penalty: 2824.239990
	Iteration 39Q: 3 clusters Score -646294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -646300.562500 Penalty: 2824.239990
	Iteration 40F: 3 clusters Score -646300.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -646303.312500 Penalty: 2824.239990
	Iteration 41Q: 3 clusters Score -646303.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -646309.625000 Penalty: 2824.239990
	Iteration 42Q: 3 clusters Score -646309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -646310.375000 Penalty: 2824.239990
	Iteration 43Q: 3 clusters Score -646310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -646314.437500 Penalty: 2824.239990
	Iteration 44Q: 3 clusters Score -646314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -646318.812500 Penalty: 2824.239990
	Iteration 45Q: 3 clusters Score -646318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -646319.625000 Penalty: 2824.239990
	Iteration 46Q: 3 clusters Score -646319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -646328.000000 Penalty: 2824.239990
	Iteration 47Q: 3 clusters Score -646328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -646327.937500 Penalty: 2824.239990
	Iteration 48Q: 3 clusters Score -646327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -646328.312500 Penalty: 2824.239990
	Iteration 49Q: 3 clusters Score -646328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -646328.875000 Penalty: 2824.239990
	Iteration 50Q: 3 clusters Score -646328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -646332.125000 Penalty: 2824.239990
	Iteration 51Q: 3 clusters Score -646332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -646336.562500 Penalty: 2824.239990
	Iteration 52Q: 3 clusters Score -646336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -646339.750000 Penalty: 2824.239990
	Iteration 53Q: 3 clusters Score -646339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -646339.875000 Penalty: 2824.239990
	Iteration 54Q: 3 clusters Score -646339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -646340.687500 Penalty: 2824.239990
	Iteration 55Q: 3 clusters Score -646340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -646341.375000 Penalty: 2824.239990
	Iteration 56Q: 3 clusters Score -646341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -646340.687500 Penalty: 2824.239990
	Iteration 57Q: 3 clusters Score -646340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -646342.062500 Penalty: 2824.239990
	Iteration 58Q: 3 clusters Score -646342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -646342.562500 Penalty: 2824.239990
	Iteration 59Q: 3 clusters Score -646342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -646343.562500 Penalty: 2824.239990
	Iteration 60F: 3 clusters Score -646343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -646343.187500 Penalty: 2824.239990
	Iteration 61Q: 3 clusters Score -646343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -646343.312500 Penalty: 2824.239990
	Iteration 62Q: 3 clusters Score -646343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -646343.312500 Penalty: 2824.239990
	Iteration 63F: 3 clusters Score -646343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -251913.234375 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -251913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -249562.281250 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -249562.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250097.734375 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -250097.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -250234.859375 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -250234.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -250294.640625 Penalty: 2529.412354
	Iteration 3Q: 3 clusters Score -250294.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250330.312500 Penalty: 2529.412354
	Iteration 4Q: 3 clusters Score -250330.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -250360.578125 Penalty: 2529.412354
	Iteration 5Q: 3 clusters Score -250360.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250392.984375 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -250393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250420.718750 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -250420.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -250439.703125 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -250439.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250454.140625 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -250454.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -250466.171875 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -250466.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250475.437500 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -250475.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -250486.687500 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -250486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -250495.703125 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -250495.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -250504.656250 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -250504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -250512.093750 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -250512.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250520.390625 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -250520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -250525.171875 Penalty: 2529.412354
	Iteration 17Q: 3 clusters Score -250525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250528.765625 Penalty: 2529.412354
	Iteration 18Q: 3 clusters Score -250528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -250531.078125 Penalty: 2529.412354
	Iteration 19Q: 3 clusters Score -250531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -250537.062500 Penalty: 2529.412354
	Iteration 20F: 3 clusters Score -250537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -250541.796875 Penalty: 2529.412354
	Iteration 21Q: 3 clusters Score -250541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -250543.406250 Penalty: 2529.412354
	Iteration 22Q: 3 clusters Score -250543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -250546.781250 Penalty: 2529.412354
	Iteration 23Q: 3 clusters Score -250546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -250550.984375 Penalty: 2529.412354
	Iteration 24Q: 3 clusters Score -250551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -250553.781250 Penalty: 2529.412354
	Iteration 25Q: 3 clusters Score -250553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250556.406250 Penalty: 2529.412354
	Iteration 26Q: 3 clusters Score -250556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250557.171875 Penalty: 2529.412354
	Iteration 27Q: 3 clusters Score -250557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -250558.515625 Penalty: 2529.412354
	Iteration 28Q: 3 clusters Score -250558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -250559.093750 Penalty: 2529.412354
	Iteration 29Q: 3 clusters Score -250559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -250560.343750 Penalty: 2529.412354
	Iteration 30Q: 3 clusters Score -250560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -250560.578125 Penalty: 2529.412354
	Iteration 31Q: 3 clusters Score -250560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -250560.578125 Penalty: 2529.412354
	Iteration 32F: 3 clusters Score -250560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -1373879.750000 Penalty: 1540.274170
	Iteration 0F: 2 clusters Score -1373880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1364726.625000 Penalty: 3080.548340
	Iteration 0F: 3 clusters Score -1364727 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1367882.000000 Penalty: 3080.548340
	Iteration 1F: 3 clusters Score -1367882 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1368264.875000 Penalty: 3080.548340
	Iteration 2F: 3 clusters Score -1368265 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1368734.875000 Penalty: 3080.548340
	Iteration 3F: 3 clusters Score -1368735 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1369301.250000 Penalty: 3080.548340
	Iteration 4F: 3 clusters Score -1369301 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1369883.000000 Penalty: 3080.548340
	Iteration 5F: 3 clusters Score -1369883 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1370492.250000 Penalty: 3080.548340
	Iteration 6F: 3 clusters Score -1370492 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1371040.000000 Penalty: 3080.548340
	Iteration 7F: 3 clusters Score -1371040 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1371526.875000 Penalty: 3080.548340
	Iteration 8Q: 3 clusters Score -1371527 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1371939.875000 Penalty: 3080.548340
	Iteration 9Q: 3 clusters Score -1371940 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1372296.500000 Penalty: 3080.548340
	Iteration 10Q: 3 clusters Score -1372296 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1372560.000000 Penalty: 3080.548340
	Iteration 11Q: 3 clusters Score -1372560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1372732.000000 Penalty: 3080.548340
	Iteration 12Q: 3 clusters Score -1372732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1372849.625000 Penalty: 3080.548340
	Iteration 13Q: 3 clusters Score -1372850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1372931.375000 Penalty: 3080.548340
	Iteration 14Q: 3 clusters Score -1372931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1372984.125000 Penalty: 3080.548340
	Iteration 15Q: 3 clusters Score -1372984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1373007.875000 Penalty: 3080.548340
	Iteration 16Q: 3 clusters Score -1373008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1373025.375000 Penalty: 3080.548340
	Iteration 17Q: 3 clusters Score -1373025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1373035.000000 Penalty: 3080.548340
	Iteration 18Q: 3 clusters Score -1373035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1373046.750000 Penalty: 3080.548340
	Iteration 19Q: 3 clusters Score -1373047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1373053.625000 Penalty: 3080.548340
	Iteration 20F: 3 clusters Score -1373054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1373061.125000 Penalty: 3080.548340
	Iteration 21Q: 3 clusters Score -1373061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1373066.750000 Penalty: 3080.548340
	Iteration 22Q: 3 clusters Score -1373067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1373072.750000 Penalty: 3080.548340
	Iteration 23Q: 3 clusters Score -1373073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1373078.125000 Penalty: 3080.548340
	Iteration 24Q: 3 clusters Score -1373078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1373083.250000 Penalty: 3080.548340
	Iteration 25Q: 3 clusters Score -1373083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1373083.125000 Penalty: 3080.548340
	Iteration 26Q: 3 clusters Score -1373083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1373085.875000 Penalty: 3080.548340
	Iteration 27Q: 3 clusters Score -1373086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1373088.500000 Penalty: 3080.548340
	Iteration 28Q: 3 clusters Score -1373088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1373088.500000 Penalty: 3080.548340
	Iteration 29Q: 3 clusters Score -1373088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1373089.500000 Penalty: 3080.548340
	Iteration 30Q: 3 clusters Score -1373090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1373089.125000 Penalty: 3080.548340
	Iteration 31Q: 3 clusters Score -1373089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1373088.375000 Penalty: 3080.548340
	Iteration 32Q: 3 clusters Score -1373088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1373088.375000 Penalty: 3080.548340
	Iteration 33F: 3 clusters Score -1373088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -332900.093750 Penalty: 1320.655273
	Iteration 0F: 2 clusters Score -332900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -329926.968750 Penalty: 2641.310547
	Iteration 0F: 3 clusters Score -329927 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -330735.187500 Penalty: 2641.310547
	Iteration 1F: 3 clusters Score -330735.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -330940.250000 Penalty: 2641.310547
	Iteration 2F: 3 clusters Score -330940.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -331080.406250 Penalty: 2641.310547
	Iteration 3F: 3 clusters Score -331080.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -331191.468750 Penalty: 2641.310547
	Iteration 4Q: 3 clusters Score -331191.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -331269.281250 Penalty: 2641.310547
	Iteration 5Q: 3 clusters Score -331269.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -331337.718750 Penalty: 2641.310547
	Iteration 6Q: 3 clusters Score -331337.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -331411.718750 Penalty: 2641.310547
	Iteration 7Q: 3 clusters Score -331411.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -331484.968750 Penalty: 2641.310547
	Iteration 8Q: 3 clusters Score -331485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -331559.093750 Penalty: 2641.310547
	Iteration 9Q: 3 clusters Score -331559.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -331628.656250 Penalty: 2641.310547
	Iteration 10Q: 3 clusters Score -331628.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -331705.375000 Penalty: 2641.310547
	Iteration 11Q: 3 clusters Score -331705.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -331787.312500 Penalty: 2641.310547
	Iteration 12Q: 3 clusters Score -331787.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -331839.031250 Penalty: 2641.310547
	Iteration 13Q: 3 clusters Score -331839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -331881.375000 Penalty: 2641.310547
	Iteration 14Q: 3 clusters Score -331881.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -331916.812500 Penalty: 2641.310547
	Iteration 15Q: 3 clusters Score -331916.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -331952.750000 Penalty: 2641.310547
	Iteration 16Q: 3 clusters Score -331952.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -331997.968750 Penalty: 2641.310547
	Iteration 17Q: 3 clusters Score -331998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -332032.343750 Penalty: 2641.310547
	Iteration 18Q: 3 clusters Score -332032.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -332054.156250 Penalty: 2641.310547
	Iteration 19Q: 3 clusters Score -332054.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -332072.687500 Penalty: 2641.310547
	Iteration 20F: 3 clusters Score -332072.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -332087.687500 Penalty: 2641.310547
	Iteration 21Q: 3 clusters Score -332087.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -332103.812500 Penalty: 2641.310547
	Iteration 22Q: 3 clusters Score -332103.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -332120.718750 Penalty: 2641.310547
	Iteration 23Q: 3 clusters Score -332120.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -332132.218750 Penalty: 2641.310547
	Iteration 24Q: 3 clusters Score -332132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -332146.468750 Penalty: 2641.310547
	Iteration 25Q: 3 clusters Score -332146.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -332158.218750 Penalty: 2641.310547
	Iteration 26Q: 3 clusters Score -332158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -332171.562500 Penalty: 2641.310547
	Iteration 27Q: 3 clusters Score -332171.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -332185.875000 Penalty: 2641.310547
	Iteration 28Q: 3 clusters Score -332185.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -332201.968750 Penalty: 2641.310547
	Iteration 29Q: 3 clusters Score -332202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -332220.218750 Penalty: 2641.310547
	Iteration 30Q: 3 clusters Score -332220.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -332243.718750 Penalty: 2641.310547
	Iteration 31Q: 3 clusters Score -332243.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -332270.562500 Penalty: 2641.310547
	Iteration 32Q: 3 clusters Score -332270.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -332287.625000 Penalty: 2641.310547
	Iteration 33Q: 3 clusters Score -332287.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -332299.718750 Penalty: 2641.310547
	Iteration 34Q: 3 clusters Score -332299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -332309.937500 Penalty: 2641.310547
	Iteration 35Q: 3 clusters Score -332309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -332321.937500 Penalty: 2641.310547
	Iteration 36Q: 3 clusters Score -332321.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -332340.375000 Penalty: 2641.310547
	Iteration 37Q: 3 clusters Score -332340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -332372.531250 Penalty: 2641.310547
	Iteration 38Q: 3 clusters Score -332372.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -332420.437500 Penalty: 2641.310547
	Iteration 39Q: 3 clusters Score -332420.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -332494.187500 Penalty: 2641.310547
	Iteration 40F: 3 clusters Score -332494.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -332574.343750 Penalty: 2641.310547
	Iteration 41Q: 3 clusters Score -332574.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -332615.250000 Penalty: 2641.310547
	Iteration 42Q: 3 clusters Score -332615.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -332634.375000 Penalty: 2641.310547
	Iteration 43Q: 3 clusters Score -332634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -332643.593750 Penalty: 2641.310547
	Iteration 44Q: 3 clusters Score -332643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -332652.718750 Penalty: 2641.310547
	Iteration 45Q: 3 clusters Score -332652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -332655.781250 Penalty: 2641.310547
	Iteration 46Q: 3 clusters Score -332655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -332659.437500 Penalty: 2641.310547
	Iteration 47Q: 3 clusters Score -332659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -332661.031250 Penalty: 2641.310547
	Iteration 48Q: 3 clusters Score -332661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -332661.593750 Penalty: 2641.310547
	Iteration 49Q: 3 clusters Score -332661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -332661.593750 Penalty: 2641.310547
	Iteration 50F: 3 clusters Score -332661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Entering Unmasked Estep 
Score: -1454402.625000 Penalty: 1543.546387
	Iteration 0F: 2 clusters Score -1454403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1445151.750000 Penalty: 3087.092773
	Iteration 0F: 3 clusters Score -1445152 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1448346.375000 Penalty: 3087.092773
	Iteration 1F: 3 clusters Score -1448346 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1448749.250000 Penalty: 3087.092773
	Iteration 2F: 3 clusters Score -1448749 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1449076.875000 Penalty: 3087.092773
	Iteration 3F: 3 clusters Score -1449077 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1449371.750000 Penalty: 3087.092773
	Iteration 4Q: 3 clusters Score -1449372 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1449671.875000 Penalty: 3087.092773
	Iteration 5Q: 3 clusters Score -1449672 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1449988.750000 Penalty: 3087.092773
	Iteration 6Q: 3 clusters Score -1449989 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1450333.750000 Penalty: 3087.092773
	Iteration 7Q: 3 clusters Score -1450334 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1450694.250000 Penalty: 3087.092773
	Iteration 8Q: 3 clusters Score -1450694 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1451040.125000 Penalty: 3087.092773
	Iteration 9Q: 3 clusters Score -1451040 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1451316.250000 Penalty: 3087.092773
	Iteration 10Q: 3 clusters Score -1451316 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1451503.625000 Penalty: 3087.092773
	Iteration 11Q: 3 clusters Score -1451504 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1451652.250000 Penalty: 3087.092773
	Iteration 12Q: 3 clusters Score -1451652 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1451759.625000 Penalty: 3087.092773
	Iteration 13Q: 3 clusters Score -1451760 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1451826.375000 Penalty: 3087.092773
	Iteration 14Q: 3 clusters Score -1451826 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1451874.875000 Penalty: 3087.092773
	Iteration 15Q: 3 clusters Score -1451875 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1451907.500000 Penalty: 3087.092773
	Iteration 16Q: 3 clusters Score -1451908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1451940.500000 Penalty: 3087.092773
	Iteration 17Q: 3 clusters Score -1451940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1451957.875000 Penalty: 3087.092773
	Iteration 18Q: 3 clusters Score -1451958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1451971.375000 Penalty: 3087.092773
	Iteration 19Q: 3 clusters Score -1451971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1451986.500000 Penalty: 3087.092773
	Iteration 20F: 3 clusters Score -1451986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1451995.125000 Penalty: 3087.092773
	Iteration 21Q: 3 clusters Score -1451995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1452008.750000 Penalty: 3087.092773
	Iteration 22Q: 3 clusters Score -1452009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1452018.375000 Penalty: 3087.092773
	Iteration 23Q: 3 clusters Score -1452018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1452023.500000 Penalty: 3087.092773
	Iteration 24Q: 3 clusters Score -1452024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1452040.125000 Penalty: 3087.092773
	Iteration 25Q: 3 clusters Score -1452040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1452062.500000 Penalty: 3087.092773
	Iteration 26Q: 3 clusters Score -1452062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1452080.500000 Penalty: 3087.092773
	Iteration 27Q: 3 clusters Score -1452080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1452093.625000 Penalty: 3087.092773
	Iteration 28Q: 3 clusters Score -1452094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1452113.250000 Penalty: 3087.092773
	Iteration 29Q: 3 clusters Score -1452113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1452131.625000 Penalty: 3087.092773
	Iteration 30Q: 3 clusters Score -1452132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1452147.500000 Penalty: 3087.092773
	Iteration 31Q: 3 clusters Score -1452148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1452158.750000 Penalty: 3087.092773
	Iteration 32Q: 3 clusters Score -1452159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1452167.500000 Penalty: 3087.092773
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1452174 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1452177 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1452184 nChanged 55
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1452195 nChanged 58
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1452205 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1452210 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1452216 nChanged 43
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Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1452220 nChanged 40
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Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1452220 nChanged 47
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Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1452226 nChanged 34
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Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1452232 nChanged 26
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Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1452238 nChanged 16
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Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5831 members 
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	Iteration 53Q: 3 clusters Score -1452253 nChanged 20
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Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5811 members 
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	Iteration 54Q: 3 clusters Score -1452255 nChanged 17
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1452258 nChanged 26
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1452266 nChanged 35
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1452269 nChanged 34
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1452274 nChanged 30
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1452278 nChanged 37
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Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5623 members 
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Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5595 members 
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	Iteration 62Q: 3 clusters Score -1452289 nChanged 36
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5565 members 
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	Iteration 63Q: 3 clusters Score -1452292 nChanged 45
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5522 members 
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	Iteration 64Q: 3 clusters Score -1452296 nChanged 45
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Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5479 members 
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	Iteration 65Q: 3 clusters Score -1452298 nChanged 40
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5439 members 
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	Iteration 66Q: 3 clusters Score -1452308 nChanged 41
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Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5400 members 
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	Iteration 67Q: 3 clusters Score -1452315 nChanged 43
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Mstep: Class 1 contains 7982 members 
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	Iteration 68Q: 3 clusters Score -1452317 nChanged 49
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Mstep: Class 1 contains 8031 members 
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	Iteration 69Q: 3 clusters Score -1452324 nChanged 59
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Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5255 members 
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	Iteration 70Q: 3 clusters Score -1452332 nChanged 63
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5196 members 
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	Iteration 71Q: 3 clusters Score -1452344 nChanged 63
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Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1452356 nChanged 68
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5065 members 
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	Iteration 73Q: 3 clusters Score -1452365 nChanged 75
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Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4990 members 
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	Iteration 74Q: 3 clusters Score -1452383 nChanged 84
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Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1452399 nChanged 89
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Mstep: Class 1 contains 8522 members 
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Mstep: Class 1 contains 8620 members 
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Mstep: Class 1 contains 8739 members 
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	Iteration 78Q: 3 clusters Score -1452463 nChanged 119
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Mstep: Class 1 contains 8856 members 
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	Iteration 79Q: 3 clusters Score -1452495 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1452525 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4053 members 
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	Iteration 82Q: 3 clusters Score -1452617 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3902 members 
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	Iteration 83Q: 3 clusters Score -1452669 nChanged 158
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Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3744 members 
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	Iteration 84Q: 3 clusters Score -1452709 nChanged 154
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Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3592 members 
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	Iteration 85Q: 3 clusters Score -1452761 nChanged 170
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Mstep: Class 1 contains 9921 members 
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	Iteration 86Q: 3 clusters Score -1452812 nChanged 171
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Mstep: Class 1 contains 10092 members 
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	Iteration 87Q: 3 clusters Score -1452869 nChanged 149
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3102 members 
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Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2970 members 
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	Iteration 89Q: 3 clusters Score -1452950 nChanged 112
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Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2860 members 
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Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1453012 nChanged 101
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Mstep: Class 1 contains 10685 members 
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	Iteration 92Q: 3 clusters Score -1453040 nChanged 101
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Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1453072 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1453113 nChanged 98
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Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1453138 nChanged 87
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Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1453172 nChanged 100
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Mstep: Class 1 contains 11187 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1453207 nChanged 103
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Mstep: Class 1 contains 11290 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11486 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1453302 nChanged 81
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1453324 nChanged 78
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Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1453355 nChanged 75
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Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1625 members 
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	Iteration 103Q: 3 clusters Score -1453377 nChanged 60
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Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1565 members 
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	Iteration 104Q: 3 clusters Score -1453397 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1453420 nChanged 63
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Mstep: Class 1 contains 11912 members 
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	Iteration 106Q: 3 clusters Score -1453441 nChanged 54
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Mstep: Class 1 contains 11966 members 
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	Iteration 107Q: 3 clusters Score -1453461 nChanged 43
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Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1336 members 
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	Iteration 108Q: 3 clusters Score -1453471 nChanged 35
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Mstep: Class 1 contains 12042 members 
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	Iteration 109Q: 3 clusters Score -1453483 nChanged 39
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Mstep: Class 1 contains 12079 members 
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	Iteration 110Q: 3 clusters Score -1453500 nChanged 50
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Mstep: Class 1 contains 12129 members 
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Entering Unmasked Estep 
Score: -1453525.500000 Penalty: 3087.092773
	Iteration 111Q: 3 clusters Score -1453526 nChanged 41
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Mstep: Class 1 contains 12170 members 
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	Iteration 112Q: 3 clusters Score -1453542 nChanged 40
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Mstep: Class 1 contains 12206 members 
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	Iteration 113Q: 3 clusters Score -1453548 nChanged 24
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Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1115 members 
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Score: -1453554.625000 Penalty: 3087.092773
	Iteration 114Q: 3 clusters Score -1453555 nChanged 18
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Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1453560 nChanged 20
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Mstep: Class 1 contains 12266 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1453568 nChanged 19
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1453571 nChanged 15
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Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1453577 nChanged 8
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Mstep: Class 1 contains 12306 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1453579 nChanged 7
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Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1453585 nChanged 11
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Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1019 members 
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	Iteration 121Q: 3 clusters Score -1453587 nChanged 14
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Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1453590.875000 Penalty: 3087.092773
	Iteration 122Q: 3 clusters Score -1453591 nChanged 8
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Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1453592.625000 Penalty: 3087.092773
	Iteration 123Q: 3 clusters Score -1453593 nChanged 13
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Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1453598 nChanged 18
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Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1453601.000000 Penalty: 3087.092773
	Iteration 125Q: 3 clusters Score -1453601 nChanged 13
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Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1453605.250000 Penalty: 3087.092773
	Iteration 126Q: 3 clusters Score -1453605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1453605.625000 Penalty: 3087.092773
	Iteration 127Q: 3 clusters Score -1453606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1453605.625000 Penalty: 3087.092773
	Iteration 128Q: 3 clusters Score -1453606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1453606.250000 Penalty: 3087.092773
	Iteration 129Q: 3 clusters Score -1453606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1453606.500000 Penalty: 3087.092773
	Iteration 130Q: 3 clusters Score -1453606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1453607.125000 Penalty: 3087.092773
	Iteration 131Q: 3 clusters Score -1453607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1453607.625000 Penalty: 3087.092773
	Iteration 132Q: 3 clusters Score -1453608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1453610.750000 Penalty: 3087.092773
	Iteration 133Q: 3 clusters Score -1453611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1453609.250000 Penalty: 3087.092773
	Iteration 134Q: 3 clusters Score -1453609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1453610.375000 Penalty: 3087.092773
	Iteration 135Q: 3 clusters Score -1453610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1453611.375000 Penalty: 3087.092773
	Iteration 136Q: 3 clusters Score -1453611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1453611.375000 Penalty: 3087.092773
	Iteration 137F: 3 clusters Score -1453611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Entering Unmasked Estep 
Score: -2128937.000000 Penalty: 1605.077515
	Iteration 0F: 2 clusters Score -2128937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2115561.500000 Penalty: 3210.155029
	Iteration 0F: 3 clusters Score -2115562 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2120429.500000 Penalty: 3210.155029
	Iteration 1F: 3 clusters Score -2120430 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2120829.250000 Penalty: 3210.155029
	Iteration 2F: 3 clusters Score -2120829 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2121300.500000 Penalty: 3210.155029
	Iteration 3Q: 3 clusters Score -2121300 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2121904.500000 Penalty: 3210.155029
	Iteration 4F: 3 clusters Score -2121904 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2122635.000000 Penalty: 3210.155029
	Iteration 5F: 3 clusters Score -2122635 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2123544.250000 Penalty: 3210.155029
	Iteration 6F: 3 clusters Score -2123544 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2124525.250000 Penalty: 3210.155029
	Iteration 7F: 3 clusters Score -2124525 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2125383.750000 Penalty: 3210.155029
	Iteration 8Q: 3 clusters Score -2125384 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2126024.750000 Penalty: 3210.155029
	Iteration 9Q: 3 clusters Score -2126025 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2126455.500000 Penalty: 3210.155029
	Iteration 10Q: 3 clusters Score -2126456 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2126719.250000 Penalty: 3210.155029
	Iteration 11Q: 3 clusters Score -2126719 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2126916.500000 Penalty: 3210.155029
	Iteration 12Q: 3 clusters Score -2126916 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2127041.750000 Penalty: 3210.155029
	Iteration 13Q: 3 clusters Score -2127042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2127132.000000 Penalty: 3210.155029
	Iteration 14Q: 3 clusters Score -2127132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2127201.000000 Penalty: 3210.155029
	Iteration 15Q: 3 clusters Score -2127201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2127242.750000 Penalty: 3210.155029
	Iteration 16Q: 3 clusters Score -2127243 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2127279.250000 Penalty: 3210.155029
	Iteration 17Q: 3 clusters Score -2127279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2127312.750000 Penalty: 3210.155029
	Iteration 18Q: 3 clusters Score -2127313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2127337.250000 Penalty: 3210.155029
	Iteration 19Q: 3 clusters Score -2127337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2127369.000000 Penalty: 3210.155029
	Iteration 20F: 3 clusters Score -2127369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2127397.500000 Penalty: 3210.155029
	Iteration 21Q: 3 clusters Score -2127398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2127420.500000 Penalty: 3210.155029
	Iteration 22Q: 3 clusters Score -2127420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2127443.500000 Penalty: 3210.155029
	Iteration 23Q: 3 clusters Score -2127444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2127458.000000 Penalty: 3210.155029
	Iteration 24Q: 3 clusters Score -2127458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2127468.250000 Penalty: 3210.155029
	Iteration 25Q: 3 clusters Score -2127468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2127481.750000 Penalty: 3210.155029
	Iteration 26Q: 3 clusters Score -2127482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2127497.750000 Penalty: 3210.155029
	Iteration 27Q: 3 clusters Score -2127498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2127508.750000 Penalty: 3210.155029
	Iteration 28Q: 3 clusters Score -2127509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2127515.250000 Penalty: 3210.155029
	Iteration 29Q: 3 clusters Score -2127515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2127525.250000 Penalty: 3210.155029
	Iteration 30Q: 3 clusters Score -2127525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2127535.500000 Penalty: 3210.155029
	Iteration 31Q: 3 clusters Score -2127536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2127545.500000 Penalty: 3210.155029
	Iteration 32Q: 3 clusters Score -2127546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2127550.000000 Penalty: 3210.155029
	Iteration 33Q: 3 clusters Score -2127550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2127557.250000 Penalty: 3210.155029
	Iteration 34Q: 3 clusters Score -2127557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2127562.500000 Penalty: 3210.155029
	Iteration 35Q: 3 clusters Score -2127562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2127563.750000 Penalty: 3210.155029
	Iteration 36Q: 3 clusters Score -2127564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2127566.500000 Penalty: 3210.155029
	Iteration 37Q: 3 clusters Score -2127566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2127570.000000 Penalty: 3210.155029
	Iteration 38Q: 3 clusters Score -2127570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2127575.750000 Penalty: 3210.155029
	Iteration 39Q: 3 clusters Score -2127576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2127574.000000 Penalty: 3210.155029
	Iteration 40F: 3 clusters Score -2127574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2127573.000000 Penalty: 3210.155029
	Iteration 41Q: 3 clusters Score -2127573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2127576.000000 Penalty: 3210.155029
	Iteration 42Q: 3 clusters Score -2127576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2127577.000000 Penalty: 3210.155029
	Iteration 43Q: 3 clusters Score -2127577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2127579.750000 Penalty: 3210.155029
	Iteration 44Q: 3 clusters Score -2127580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2127582.500000 Penalty: 3210.155029
	Iteration 45Q: 3 clusters Score -2127582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2127580.250000 Penalty: 3210.155029
	Iteration 46Q: 3 clusters Score -2127580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2127582.500000 Penalty: 3210.155029
	Iteration 47Q: 3 clusters Score -2127582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2127580.750000 Penalty: 3210.155029
	Iteration 48Q: 3 clusters Score -2127581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2127579.750000 Penalty: 3210.155029
	Iteration 49Q: 3 clusters Score -2127580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2127581.000000 Penalty: 3210.155029
	Iteration 50Q: 3 clusters Score -2127581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2127582.750000 Penalty: 3210.155029
	Iteration 51Q: 3 clusters Score -2127583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2127582.250000 Penalty: 3210.155029
	Iteration 52Q: 3 clusters Score -2127582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2127584.250000 Penalty: 3210.155029
	Iteration 53Q: 3 clusters Score -2127584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2127585.500000 Penalty: 3210.155029
	Iteration 54Q: 3 clusters Score -2127586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2127584.250000 Penalty: 3210.155029
	Iteration 55Q: 3 clusters Score -2127584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2127584.250000 Penalty: 3210.155029
	Iteration 56Q: 3 clusters Score -2127584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2127584.750000 Penalty: 3210.155029
	Iteration 57Q: 3 clusters Score -2127585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2127584.750000 Penalty: 3210.155029
	Iteration 58F: 3 clusters Score -2127585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -358630.500000 Penalty: 1323.416016
	Iteration 0F: 2 clusters Score -358630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -355634.843750 Penalty: 2646.832031
	Iteration 0F: 3 clusters Score -355634.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -356457.781250 Penalty: 2646.832031
	Iteration 1F: 3 clusters Score -356457.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -356686.406250 Penalty: 2646.832031
	Iteration 2F: 3 clusters Score -356686.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356870.875000 Penalty: 2646.832031
	Iteration 3F: 3 clusters Score -356870.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -357007.750000 Penalty: 2646.832031
	Iteration 4F: 3 clusters Score -357007.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -357115.781250 Penalty: 2646.832031
	Iteration 5Q: 3 clusters Score -357115.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -357243.656250 Penalty: 2646.832031
	Iteration 6Q: 3 clusters Score -357243.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -357358.406250 Penalty: 2646.832031
	Iteration 7Q: 3 clusters Score -357358.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -357449.062500 Penalty: 2646.832031
	Iteration 8Q: 3 clusters Score -357449.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -357530.343750 Penalty: 2646.832031
	Iteration 9Q: 3 clusters Score -357530.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -357634.718750 Penalty: 2646.832031
	Iteration 10Q: 3 clusters Score -357634.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -357705.187500 Penalty: 2646.832031
	Iteration 11Q: 3 clusters Score -357705.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -357752.312500 Penalty: 2646.832031
	Iteration 12Q: 3 clusters Score -357752.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -357787.437500 Penalty: 2646.832031
	Iteration 13Q: 3 clusters Score -357787.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -357805.125000 Penalty: 2646.832031
	Iteration 14Q: 3 clusters Score -357805.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -357819.343750 Penalty: 2646.832031
	Iteration 15Q: 3 clusters Score -357819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -357829.468750 Penalty: 2646.832031
	Iteration 16Q: 3 clusters Score -357829.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -357836.718750 Penalty: 2646.832031
	Iteration 17Q: 3 clusters Score -357836.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -357840.687500 Penalty: 2646.832031
	Iteration 18Q: 3 clusters Score -357840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -357844.250000 Penalty: 2646.832031
	Iteration 19Q: 3 clusters Score -357844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -357848.562500 Penalty: 2646.832031
	Iteration 20F: 3 clusters Score -357848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -357854.625000 Penalty: 2646.832031
	Iteration 21Q: 3 clusters Score -357854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -357861.812500 Penalty: 2646.832031
	Iteration 22Q: 3 clusters Score -357861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -357873.843750 Penalty: 2646.832031
	Iteration 23Q: 3 clusters Score -357873.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -357881.562500 Penalty: 2646.832031
	Iteration 24Q: 3 clusters Score -357881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -357882.875000 Penalty: 2646.832031
	Iteration 25Q: 3 clusters Score -357882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -357883.718750 Penalty: 2646.832031
	Iteration 26Q: 3 clusters Score -357883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -357884.468750 Penalty: 2646.832031
	Iteration 27Q: 3 clusters Score -357884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -357884.468750 Penalty: 2646.832031
	Iteration 28F: 3 clusters Score -357884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -156117.046875 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -156117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154358.453125 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -154358.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -154734.125000 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -154734.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -154820.375000 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -154820.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -154852.312500 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -154852.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154877.625000 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -154877.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -154899.203125 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -154899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154914.000000 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -154914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -154922.953125 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -154923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154929.125000 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -154929.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154934.203125 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -154934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154941.453125 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -154941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -154947.250000 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -154947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154950.875000 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -154950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -154954.359375 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -154954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154958.328125 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -154958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154961.468750 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -154961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154962.937500 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -154962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154963.609375 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -154963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154964.468750 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -154964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154964.906250 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -154964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154965.312500 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -154965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154965.890625 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -154965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154966.125000 Penalty: 2375.058594
	Iteration 22Q: 3 clusters Score -154966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154968.437500 Penalty: 2375.058594
	Iteration 23Q: 3 clusters Score -154968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -154970.500000 Penalty: 2375.058594
	Iteration 24Q: 3 clusters Score -154970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 2375.058594
	Iteration 25Q: 3 clusters Score -154972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154972.859375 Penalty: 2375.058594
	Iteration 26Q: 3 clusters Score -154972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154972.859375 Penalty: 2375.058594
	Iteration 27F: 3 clusters Score -154972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Entering Unmasked Estep 
Score: -4563524.500000 Penalty: 1729.653076
	Iteration 0F: 2 clusters Score -4563524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4535426.000000 Penalty: 3459.306152
	Iteration 0F: 3 clusters Score -4535426 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4546407.500000 Penalty: 3459.306152
	Iteration 1F: 3 clusters Score -4546408 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4546911.000000 Penalty: 3459.306152
	Iteration 2Q: 3 clusters Score -4546911 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4547540.000000 Penalty: 3459.306152
	Iteration 3Q: 3 clusters Score -4547540 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4548419.000000 Penalty: 3459.306152
	Iteration 4Q: 3 clusters Score -4548419 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4549694.000000 Penalty: 3459.306152
	Iteration 5F: 3 clusters Score -4549694 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4551482.000000 Penalty: 3459.306152
	Iteration 6F: 3 clusters Score -4551482 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4553785.500000 Penalty: 3459.306152
	Iteration 7F: 3 clusters Score -4553786 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4556144.000000 Penalty: 3459.306152
	Iteration 8F: 3 clusters Score -4556144 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4558056.000000 Penalty: 3459.306152
	Iteration 9F: 3 clusters Score -4558056 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4559370.500000 Penalty: 3459.306152
	Iteration 10Q: 3 clusters Score -4559370 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4560014.000000 Penalty: 3459.306152
	Iteration 11Q: 3 clusters Score -4560014 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4560490.000000 Penalty: 3459.306152
	Iteration 12Q: 3 clusters Score -4560490 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4560796.500000 Penalty: 3459.306152
	Iteration 13Q: 3 clusters Score -4560796 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -4561016.500000 Penalty: 3459.306152
	Iteration 14Q: 3 clusters Score -4561016 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4561245.500000 Penalty: 3459.306152
	Iteration 15Q: 3 clusters Score -4561246 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4561439.500000 Penalty: 3459.306152
	Iteration 16Q: 3 clusters Score -4561440 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -4561615.000000 Penalty: 3459.306152
	Iteration 17Q: 3 clusters Score -4561615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -4561748.000000 Penalty: 3459.306152
	Iteration 18Q: 3 clusters Score -4561748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -4561837.000000 Penalty: 3459.306152
	Iteration 19Q: 3 clusters Score -4561837 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4561911.000000 Penalty: 3459.306152
	Iteration 20F: 3 clusters Score -4561911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4561992.500000 Penalty: 3459.306152
	Iteration 21Q: 3 clusters Score -4561992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4562056.500000 Penalty: 3459.306152
	Iteration 22Q: 3 clusters Score -4562056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4562121.500000 Penalty: 3459.306152
	Iteration 23Q: 3 clusters Score -4562122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -4562144.000000 Penalty: 3459.306152
	Iteration 24Q: 3 clusters Score -4562144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -4562162.500000 Penalty: 3459.306152
	Iteration 25Q: 3 clusters Score -4562162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4562174.000000 Penalty: 3459.306152
	Iteration 26Q: 3 clusters Score -4562174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4562182.500000 Penalty: 3459.306152
	Iteration 27Q: 3 clusters Score -4562182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4562192.500000 Penalty: 3459.306152
	Iteration 28Q: 3 clusters Score -4562192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4562199.500000 Penalty: 3459.306152
	Iteration 29Q: 3 clusters Score -4562200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4562210.000000 Penalty: 3459.306152
	Iteration 30Q: 3 clusters Score -4562210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4562214.500000 Penalty: 3459.306152
	Iteration 31Q: 3 clusters Score -4562214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4562223.000000 Penalty: 3459.306152
	Iteration 32Q: 3 clusters Score -4562223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -4562223.500000 Penalty: 3459.306152
	Iteration 33Q: 3 clusters Score -4562224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4562222.000000 Penalty: 3459.306152
	Iteration 34Q: 3 clusters Score -4562222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4562240.500000 Penalty: 3459.306152
	Iteration 35Q: 3 clusters Score -4562240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -4562246.500000 Penalty: 3459.306152
	Iteration 36Q: 3 clusters Score -4562246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -4562242.500000 Penalty: 3459.306152
	Iteration 37Q: 3 clusters Score -4562242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -4562241.500000 Penalty: 3459.306152
	Iteration 38Q: 3 clusters Score -4562242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4562240.500000 Penalty: 3459.306152
	Iteration 39Q: 3 clusters Score -4562240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -4562243.000000 Penalty: 3459.306152
	Iteration 40F: 3 clusters Score -4562243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -4562248.500000 Penalty: 3459.306152
	Iteration 41Q: 3 clusters Score -4562248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4562251.500000 Penalty: 3459.306152
	Iteration 42Q: 3 clusters Score -4562252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4562252.000000 Penalty: 3459.306152
	Iteration 43Q: 3 clusters Score -4562252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4562252.500000 Penalty: 3459.306152
	Iteration 44Q: 3 clusters Score -4562252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -4562252.000000 Penalty: 3459.306152
	Iteration 45Q: 3 clusters Score -4562252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4562252.500000 Penalty: 3459.306152
	Iteration 46Q: 3 clusters Score -4562252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4562252.500000 Penalty: 3459.306152
	Iteration 47F: 3 clusters Score -4562252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244044 members 
Mstep: Class 4 contains 51960 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166508 members 
Mstep: Class 7 contains 164353 members 
Mstep: Class 8 contains 29906 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10664 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 13343 members 
Mstep: Class 19 contains 19485 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 48632.378906
Iteration 279Q: 23 clusters Score -8.448111e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 244014 members 
Mstep: Class 4 contains 51970 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166506 members 
Mstep: Class 7 contains 164361 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10668 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 13346 members 
Mstep: Class 19 contains 19491 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481128.000000 Penalty: 48632.378906
Iteration 280F: 23 clusters Score -8.448113e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243970 members 
Mstep: Class 4 contains 51983 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166509 members 
Mstep: Class 7 contains 164369 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10677 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 13350 members 
Mstep: Class 19 contains 19501 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 48632.378906
Iteration 281Q: 23 clusters Score -8.448111e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243925 members 
Mstep: Class 4 contains 52001 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166517 members 
Mstep: Class 7 contains 164379 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10684 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 13354 members 
Mstep: Class 19 contains 19508 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481120.000000 Penalty: 48632.378906
Iteration 282Q: 23 clusters Score -8.448112e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243880 members 
Mstep: Class 4 contains 52027 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166526 members 
Mstep: Class 7 contains 164392 members 
Mstep: Class 8 contains 29908 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10688 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13357 members 
Mstep: Class 19 contains 19517 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 48632.378906
Iteration 283Q: 23 clusters Score -8.448109e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243829 members 
Mstep: Class 4 contains 52049 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166539 members 
Mstep: Class 7 contains 164412 members 
Mstep: Class 8 contains 29907 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10690 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13362 members 
Mstep: Class 19 contains 19527 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481104.000000 Penalty: 48632.378906
Iteration 284Q: 23 clusters Score -8.44811e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243790 members 
Mstep: Class 4 contains 52061 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166553 members 
Mstep: Class 7 contains 164426 members 
Mstep: Class 8 contains 29904 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10691 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 13367 members 
Mstep: Class 19 contains 19536 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 48632.378906
Iteration 285Q: 23 clusters Score -8.448109e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243746 members 
Mstep: Class 4 contains 52074 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166571 members 
Mstep: Class 7 contains 164439 members 
Mstep: Class 8 contains 29903 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10691 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2363 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 13368 members 
Mstep: Class 19 contains 19543 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 48632.378906
Iteration 286Q: 23 clusters Score -8.448109e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243703 members 
Mstep: Class 4 contains 52082 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166583 members 
Mstep: Class 7 contains 164453 members 
Mstep: Class 8 contains 29903 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10692 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 13371 members 
Mstep: Class 19 contains 19551 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481064.000000 Penalty: 48632.378906
Iteration 287Q: 23 clusters Score -8.448106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243649 members 
Mstep: Class 4 contains 52091 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166596 members 
Mstep: Class 7 contains 164468 members 
Mstep: Class 8 contains 29902 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10693 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3376 members 
Mstep: Class 18 contains 13375 members 
Mstep: Class 19 contains 19561 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 48632.378906
Iteration 288Q: 23 clusters Score -8.44812e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243590 members 
Mstep: Class 4 contains 52101 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166602 members 
Mstep: Class 7 contains 164503 members 
Mstep: Class 8 contains 29898 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10695 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13376 members 
Mstep: Class 19 contains 19570 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481064.000000 Penalty: 48632.378906
Iteration 289Q: 23 clusters Score -8.448106e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243539 members 
Mstep: Class 4 contains 52113 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166604 members 
Mstep: Class 7 contains 164528 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10697 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13380 members 
Mstep: Class 19 contains 19579 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481016.000000 Penalty: 48632.378906
Iteration 290Q: 23 clusters Score -8.448102e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243506 members 
Mstep: Class 4 contains 52125 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 166601 members 
Mstep: Class 7 contains 164561 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10695 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13383 members 
Mstep: Class 19 contains 19583 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 41995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481024.000000 Penalty: 48632.378906
Iteration 291Q: 23 clusters Score -8.448102e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243469 members 
Mstep: Class 4 contains 52143 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166601 members 
Mstep: Class 7 contains 164580 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10700 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13384 members 
Mstep: Class 19 contains 19586 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481008.000000 Penalty: 48632.378906
Iteration 292Q: 23 clusters Score -8.448101e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243416 members 
Mstep: Class 4 contains 52158 members 
Mstep: Class 5 contains 10511 members 
Mstep: Class 6 contains 166610 members 
Mstep: Class 7 contains 164603 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10703 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 13073 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 13385 members 
Mstep: Class 19 contains 19591 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480952.000000 Penalty: 48632.378906
Iteration 293Q: 23 clusters Score -8.448095e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243370 members 
Mstep: Class 4 contains 52174 members 
Mstep: Class 5 contains 10511 members 
Mstep: Class 6 contains 166630 members 
Mstep: Class 7 contains 164612 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10706 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 13074 members 
Mstep: Class 17 contains 3380 members 
Mstep: Class 18 contains 13386 members 
Mstep: Class 19 contains 19590 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480928.000000 Penalty: 48632.378906
Iteration 294Q: 23 clusters Score -8.448093e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243313 members 
Mstep: Class 4 contains 52192 members 
Mstep: Class 5 contains 10511 members 
Mstep: Class 6 contains 166646 members 
Mstep: Class 7 contains 164638 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10709 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13386 members 
Mstep: Class 19 contains 19595 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480872.000000 Penalty: 48632.378906
Iteration 295Q: 23 clusters Score -8.448087e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243256 members 
Mstep: Class 4 contains 52199 members 
Mstep: Class 5 contains 10512 members 
Mstep: Class 6 contains 166672 members 
Mstep: Class 7 contains 164653 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11389 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10713 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13388 members 
Mstep: Class 19 contains 19604 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480920.000000 Penalty: 48632.378906
Iteration 296Q: 23 clusters Score -8.448092e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243178 members 
Mstep: Class 4 contains 52216 members 
Mstep: Class 5 contains 10514 members 
Mstep: Class 6 contains 166704 members 
Mstep: Class 7 contains 164679 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11389 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10715 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13392 members 
Mstep: Class 19 contains 19610 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480864.000000 Penalty: 48632.378906
Iteration 297Q: 23 clusters Score -8.448086e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 243086 members 
Mstep: Class 4 contains 52228 members 
Mstep: Class 5 contains 10517 members 
Mstep: Class 6 contains 166745 members 
Mstep: Class 7 contains 164710 members 
Mstep: Class 8 contains 29893 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10717 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13392 members 
Mstep: Class 19 contains 19619 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480816.000000 Penalty: 48632.378906
Iteration 298Q: 23 clusters Score -8.448082e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242995 members 
Mstep: Class 4 contains 52257 members 
Mstep: Class 5 contains 10519 members 
Mstep: Class 6 contains 166784 members 
Mstep: Class 7 contains 164740 members 
Mstep: Class 8 contains 29890 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10719 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 19627 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 299Q: 23 clusters Score -8.448069e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242900 members 
Mstep: Class 4 contains 52273 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166827 members 
Mstep: Class 7 contains 164769 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10724 members 
Mstep: Class 14 contains 5938 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13389 members 
Mstep: Class 19 contains 19630 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 300F: 23 clusters Score -8.448069e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242833 members 
Mstep: Class 4 contains 52287 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 166861 members 
Mstep: Class 7 contains 164783 members 
Mstep: Class 8 contains 29892 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11394 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 13391 members 
Mstep: Class 19 contains 19637 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 48632.378906
Iteration 301Q: 23 clusters Score -8.448065e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242774 members 
Mstep: Class 4 contains 52294 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 166891 members 
Mstep: Class 7 contains 164790 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 10743 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19637 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 302Q: 23 clusters Score -8.448066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242726 members 
Mstep: Class 4 contains 52297 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 166913 members 
Mstep: Class 7 contains 164797 members 
Mstep: Class 8 contains 29892 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10748 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13077 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19640 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480776.000000 Penalty: 48632.378906
Iteration 303Q: 23 clusters Score -8.448078e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242679 members 
Mstep: Class 4 contains 52300 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 166925 members 
Mstep: Class 7 contains 164825 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10756 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19644 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480784.000000 Penalty: 48632.378906
Iteration 304Q: 23 clusters Score -8.448078e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242652 members 
Mstep: Class 4 contains 52308 members 
Mstep: Class 5 contains 10524 members 
Mstep: Class 6 contains 166924 members 
Mstep: Class 7 contains 164832 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10761 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 19651 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480776.000000 Penalty: 48632.378906
Iteration 305Q: 23 clusters Score -8.448078e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242616 members 
Mstep: Class 4 contains 52308 members 
Mstep: Class 5 contains 10524 members 
Mstep: Class 6 contains 166937 members 
Mstep: Class 7 contains 164828 members 
Mstep: Class 8 contains 29890 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11395 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10763 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 19665 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480816.000000 Penalty: 48632.378906
Iteration 306Q: 23 clusters Score -8.448082e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242593 members 
Mstep: Class 4 contains 52311 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 166931 members 
Mstep: Class 7 contains 164840 members 
Mstep: Class 8 contains 29890 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10765 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 19673 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480880.000000 Penalty: 48632.378906
Iteration 307Q: 23 clusters Score -8.448088e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242568 members 
Mstep: Class 4 contains 52309 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 166942 members 
Mstep: Class 7 contains 164849 members 
Mstep: Class 8 contains 29888 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10769 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19675 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480824.000000 Penalty: 48632.378906
Iteration 308Q: 23 clusters Score -8.448082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242540 members 
Mstep: Class 4 contains 52313 members 
Mstep: Class 5 contains 10522 members 
Mstep: Class 6 contains 166951 members 
Mstep: Class 7 contains 164851 members 
Mstep: Class 8 contains 29887 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10772 members 
Mstep: Class 14 contains 5954 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13401 members 
Mstep: Class 19 contains 19681 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480888.000000 Penalty: 48632.378906
Iteration 309Q: 23 clusters Score -8.448089e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242520 members 
Mstep: Class 4 contains 52323 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 166944 members 
Mstep: Class 7 contains 164861 members 
Mstep: Class 8 contains 29887 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19685 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480920.000000 Penalty: 48632.378906
Iteration 310Q: 23 clusters Score -8.448092e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242512 members 
Mstep: Class 4 contains 52330 members 
Mstep: Class 5 contains 10523 members 
Mstep: Class 6 contains 166929 members 
Mstep: Class 7 contains 164863 members 
Mstep: Class 8 contains 29885 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 19 contains 19696 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480816.000000 Penalty: 48632.378906
Iteration 311Q: 23 clusters Score -8.448082e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242501 members 
Mstep: Class 4 contains 52341 members 
Mstep: Class 5 contains 10525 members 
Mstep: Class 6 contains 166923 members 
Mstep: Class 7 contains 164865 members 
Mstep: Class 8 contains 29883 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11397 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 19 contains 19700 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480792.000000 Penalty: 48632.378906
Iteration 312Q: 23 clusters Score -8.448079e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242494 members 
Mstep: Class 4 contains 52353 members 
Mstep: Class 5 contains 10526 members 
Mstep: Class 6 contains 166918 members 
Mstep: Class 7 contains 164860 members 
Mstep: Class 8 contains 29882 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10791 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19704 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480792.000000 Penalty: 48632.378906
Iteration 313Q: 23 clusters Score -8.448079e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242495 members 
Mstep: Class 4 contains 52359 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166916 members 
Mstep: Class 7 contains 164852 members 
Mstep: Class 8 contains 29883 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13079 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 19708 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480856.000000 Penalty: 48632.378906
Iteration 314Q: 23 clusters Score -8.448086e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242501 members 
Mstep: Class 4 contains 52355 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166914 members 
Mstep: Class 7 contains 164851 members 
Mstep: Class 8 contains 29883 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 19709 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480896.000000 Penalty: 48632.378906
Iteration 315Q: 23 clusters Score -8.44809e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242492 members 
Mstep: Class 4 contains 52354 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166913 members 
Mstep: Class 7 contains 164849 members 
Mstep: Class 8 contains 29881 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 5982 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 19717 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480824.000000 Penalty: 48632.378906
Iteration 316Q: 23 clusters Score -8.448082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242482 members 
Mstep: Class 4 contains 52355 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166899 members 
Mstep: Class 7 contains 164855 members 
Mstep: Class 8 contains 29878 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 19724 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480848.000000 Penalty: 48632.378906
Iteration 317Q: 23 clusters Score -8.448085e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242493 members 
Mstep: Class 4 contains 52364 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166881 members 
Mstep: Class 7 contains 164856 members 
Mstep: Class 8 contains 29877 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10797 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3374 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19728 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480784.000000 Penalty: 48632.378906
Iteration 318Q: 23 clusters Score -8.448078e+07 nChanged 92
Entering ConstructFrom: 
Score: -84480784.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (11398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Entering Unmasked Estep 
Score: -1183442.625000 Penalty: 1517.943848
	Iteration 0F: 2 clusters Score -1183443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1175352.375000 Penalty: 3035.887695
	Iteration 0F: 3 clusters Score -1175352 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1178058.500000 Penalty: 3035.887695
	Iteration 1F: 3 clusters Score -1178058 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1178361.000000 Penalty: 3035.887695
	Iteration 2F: 3 clusters Score -1178361 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1178632.250000 Penalty: 3035.887695
	Iteration 3F: 3 clusters Score -1178632 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1178891.125000 Penalty: 3035.887695
	Iteration 4Q: 3 clusters Score -1178891 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1179186.000000 Penalty: 3035.887695
	Iteration 5Q: 3 clusters Score -1179186 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1179592.500000 Penalty: 3035.887695
	Iteration 6Q: 3 clusters Score -1179592 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1180029.875000 Penalty: 3035.887695
	Iteration 7Q: 3 clusters Score -1180030 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1180474.750000 Penalty: 3035.887695
	Iteration 8Q: 3 clusters Score -1180475 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1180808.750000 Penalty: 3035.887695
	Iteration 9Q: 3 clusters Score -1180809 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1181026.625000 Penalty: 3035.887695
	Iteration 10Q: 3 clusters Score -1181027 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1181213.000000 Penalty: 3035.887695
	Iteration 11Q: 3 clusters Score -1181213 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1181349.625000 Penalty: 3035.887695
	Iteration 12Q: 3 clusters Score -1181350 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1181454.250000 Penalty: 3035.887695
	Iteration 13Q: 3 clusters Score -1181454 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1181519.000000 Penalty: 3035.887695
	Iteration 14Q: 3 clusters Score -1181519 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1181575.500000 Penalty: 3035.887695
	Iteration 15Q: 3 clusters Score -1181576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1181600.750000 Penalty: 3035.887695
	Iteration 16Q: 3 clusters Score -1181601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1181619.500000 Penalty: 3035.887695
	Iteration 17Q: 3 clusters Score -1181620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1181638.375000 Penalty: 3035.887695
	Iteration 18Q: 3 clusters Score -1181638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1181654.750000 Penalty: 3035.887695
	Iteration 19Q: 3 clusters Score -1181655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1181667.500000 Penalty: 3035.887695
	Iteration 20F: 3 clusters Score -1181668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1181676.750000 Penalty: 3035.887695
	Iteration 21Q: 3 clusters Score -1181677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1181682.750000 Penalty: 3035.887695
	Iteration 22Q: 3 clusters Score -1181683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1181687.000000 Penalty: 3035.887695
	Iteration 23Q: 3 clusters Score -1181687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1181691.750000 Penalty: 3035.887695
	Iteration 24Q: 3 clusters Score -1181692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1181697.875000 Penalty: 3035.887695
	Iteration 25Q: 3 clusters Score -1181698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1181703.375000 Penalty: 3035.887695
	Iteration 26Q: 3 clusters Score -1181703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1181703.125000 Penalty: 3035.887695
	Iteration 27Q: 3 clusters Score -1181703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1181707.375000 Penalty: 3035.887695
	Iteration 28Q: 3 clusters Score -1181707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1181708.375000 Penalty: 3035.887695
	Iteration 29Q: 3 clusters Score -1181708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1181714.500000 Penalty: 3035.887695
	Iteration 30Q: 3 clusters Score -1181714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1181716.000000 Penalty: 3035.887695
	Iteration 31Q: 3 clusters Score -1181716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1181716.500000 Penalty: 3035.887695
	Iteration 32Q: 3 clusters Score -1181716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1181718.625000 Penalty: 3035.887695
	Iteration 33Q: 3 clusters Score -1181719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1181720.000000 Penalty: 3035.887695
	Iteration 34Q: 3 clusters Score -1181720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1181720.875000 Penalty: 3035.887695
	Iteration 35Q: 3 clusters Score -1181721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1181719.625000 Penalty: 3035.887695
	Iteration 36Q: 3 clusters Score -1181720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1181719.625000 Penalty: 3035.887695
	Iteration 37F: 3 clusters Score -1181720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -16148.809570 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -16148.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15511.345703 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -15511.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15693.438477 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -15693.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15791.972656 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -15791.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15809.257812 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -15809.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15823.714844 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -15823.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15829.547852 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -15829.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15837.333984 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -15837.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15837.333984 Penalty: 1720.324097
	Iteration 7F: 3 clusters Score -15837.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (242489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242489 members 
Entering Unmasked Estep 
Score: -25762030.000000 Penalty: 2014.790527
	Iteration 0F: 2 clusters Score -2.576203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 120902 members 
Entering Unmasked Estep 
Score: -25607510.000000 Penalty: 4029.581055
	Iteration 0F: 3 clusters Score -2.560751e+07 nChanged 117944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -25679700.000000 Penalty: 4029.581055
	Iteration 1F: 3 clusters Score -2.56797e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133941 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -25682772.000000 Penalty: 4029.581055
	Iteration 2Q: 3 clusters Score -2.568277e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -25688278.000000 Penalty: 4029.581055
	Iteration 3Q: 3 clusters Score -2.568828e+07 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -25696944.000000 Penalty: 4029.581055
	Iteration 4F: 3 clusters Score -2.569694e+07 nChanged 17848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -25709768.000000 Penalty: 4029.581055
	Iteration 5F: 3 clusters Score -2.570977e+07 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -25724518.000000 Penalty: 4029.581055
	Iteration 6F: 3 clusters Score -2.572452e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196798 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -25736898.000000 Penalty: 4029.581055
	Iteration 7F: 3 clusters Score -2.57369e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206340 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -25744490.000000 Penalty: 4029.581055
	Iteration 8Q: 3 clusters Score -2.574449e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213169 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -25749098.000000 Penalty: 4029.581055
	Iteration 9Q: 3 clusters Score -2.57491e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218684 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -25751596.000000 Penalty: 4029.581055
	Iteration 10Q: 3 clusters Score -2.57516e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223220 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -25753894.000000 Penalty: 4029.581055
	Iteration 11Q: 3 clusters Score -2.575389e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -25755504.000000 Penalty: 4029.581055
	Iteration 12Q: 3 clusters Score -2.57555e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -25756854.000000 Penalty: 4029.581055
	Iteration 13Q: 3 clusters Score -2.575685e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232659 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -25757902.000000 Penalty: 4029.581055
	Iteration 14Q: 3 clusters Score -2.57579e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234644 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -25758784.000000 Penalty: 4029.581055
	Iteration 15Q: 3 clusters Score -2.575878e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236269 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -25759322.000000 Penalty: 4029.581055
	Iteration 16Q: 3 clusters Score -2.575932e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237497 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -25759852.000000 Penalty: 4029.581055
	Iteration 17Q: 3 clusters Score -2.575985e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238410 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -25760172.000000 Penalty: 4029.581055
	Iteration 18Q: 3 clusters Score -2.576017e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239095 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -25760364.000000 Penalty: 4029.581055
	Iteration 19Q: 3 clusters Score -2.576036e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239610 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -25760534.000000 Penalty: 4029.581055
	Iteration 20F: 3 clusters Score -2.576053e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240009 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25760592.000000 Penalty: 4029.581055
	Iteration 21Q: 3 clusters Score -2.576059e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240311 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -25760602.000000 Penalty: 4029.581055
	Iteration 22Q: 3 clusters Score -2.57606e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240529 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -25760658.000000 Penalty: 4029.581055
	Iteration 23Q: 3 clusters Score -2.576066e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240707 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25760648.000000 Penalty: 4029.581055
	Iteration 24Q: 3 clusters Score -2.576065e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240836 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -25760700.000000 Penalty: 4029.581055
	Iteration 25Q: 3 clusters Score -2.57607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240955 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25760730.000000 Penalty: 4029.581055
	Iteration 26Q: 3 clusters Score -2.576073e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241038 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -25760774.000000 Penalty: 4029.581055
	Iteration 27Q: 3 clusters Score -2.576077e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241106 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25760820.000000 Penalty: 4029.581055
	Iteration 28Q: 3 clusters Score -2.576082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241147 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -25760794.000000 Penalty: 4029.581055
	Iteration 29Q: 3 clusters Score -2.576079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241183 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -25760798.000000 Penalty: 4029.581055
	Iteration 30Q: 3 clusters Score -2.57608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241211 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -25760778.000000 Penalty: 4029.581055
	Iteration 31Q: 3 clusters Score -2.576078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241241 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -25760786.000000 Penalty: 4029.581055
	Iteration 32Q: 3 clusters Score -2.576079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241272 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -25760778.000000 Penalty: 4029.581055
	Iteration 33Q: 3 clusters Score -2.576078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241288 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -25760788.000000 Penalty: 4029.581055
	Iteration 34Q: 3 clusters Score -2.576079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241302 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -25760784.000000 Penalty: 4029.581055
	Iteration 35Q: 3 clusters Score -2.576078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241314 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -25760760.000000 Penalty: 4029.581055
	Iteration 36Q: 3 clusters Score -2.576076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241332 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -25760768.000000 Penalty: 4029.581055
	Iteration 37Q: 3 clusters Score -2.576077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241344 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -25760754.000000 Penalty: 4029.581055
	Iteration 38Q: 3 clusters Score -2.576075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241359 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -25760758.000000 Penalty: 4029.581055
	Iteration 39Q: 3 clusters Score -2.576076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241368 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -25760778.000000 Penalty: 4029.581055
	Iteration 40F: 3 clusters Score -2.576078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241374 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -25760762.000000 Penalty: 4029.581055
	Iteration 41Q: 3 clusters Score -2.576076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241380 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25760782.000000 Penalty: 4029.581055
	Iteration 42Q: 3 clusters Score -2.576078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241387 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -25760776.000000 Penalty: 4029.581055
	Iteration 43Q: 3 clusters Score -2.576078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241389 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25760766.000000 Penalty: 4029.581055
	Iteration 44Q: 3 clusters Score -2.576077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241389 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25760770.000000 Penalty: 4029.581055
	Iteration 45Q: 3 clusters Score -2.576077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241389 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25760782.000000 Penalty: 4029.581055
	Iteration 46Q: 3 clusters Score -2.576078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241389 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -25760782.000000 Penalty: 4029.581055
	Iteration 47F: 3 clusters Score -2.576078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Entering Unmasked Estep 
Score: -5499401.500000 Penalty: 1765.720825
	Iteration 0F: 2 clusters Score -5499402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -5464362.500000 Penalty: 3531.441650
	Iteration 0F: 3 clusters Score -5464362 nChanged 24528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5478291.000000 Penalty: 3531.441650
	Iteration 1F: 3 clusters Score -5478291 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5478698.000000 Penalty: 3531.441650
	Iteration 2Q: 3 clusters Score -5478698 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -5479210.500000 Penalty: 3531.441650
	Iteration 3Q: 3 clusters Score -5479210 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5479990.000000 Penalty: 3531.441650
	Iteration 4Q: 3 clusters Score -5479990 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -5481323.000000 Penalty: 3531.441650
	Iteration 5F: 3 clusters Score -5481323 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5483648.000000 Penalty: 3531.441650
	Iteration 6F: 3 clusters Score -5483648 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5487192.000000 Penalty: 3531.441650
	Iteration 7F: 3 clusters Score -5487192 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -5491591.000000 Penalty: 3531.441650
	Iteration 8F: 3 clusters Score -5491591 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -5495147.500000 Penalty: 3531.441650
	Iteration 9F: 3 clusters Score -5495148 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -5496842.500000 Penalty: 3531.441650
	Iteration 10Q: 3 clusters Score -5496842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5497499.500000 Penalty: 3531.441650
	Iteration 11Q: 3 clusters Score -5497500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -5497725.500000 Penalty: 3531.441650
	Iteration 12Q: 3 clusters Score -5497726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -5497843.000000 Penalty: 3531.441650
	Iteration 13Q: 3 clusters Score -5497843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5497901.000000 Penalty: 3531.441650
	Iteration 14Q: 3 clusters Score -5497901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5497951.000000 Penalty: 3531.441650
	Iteration 15Q: 3 clusters Score -5497951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -5497973.000000 Penalty: 3531.441650
	Iteration 16Q: 3 clusters Score -5497973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -5497996.500000 Penalty: 3531.441650
	Iteration 17Q: 3 clusters Score -5497996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5498023.000000 Penalty: 3531.441650
	Iteration 18Q: 3 clusters Score -5498023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5498052.500000 Penalty: 3531.441650
	Iteration 19Q: 3 clusters Score -5498052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5498064.500000 Penalty: 3531.441650
	Iteration 20F: 3 clusters Score -5498064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -5498070.000000 Penalty: 3531.441650
	Iteration 21Q: 3 clusters Score -5498070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -5498068.500000 Penalty: 3531.441650
	Iteration 22Q: 3 clusters Score -5498068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5498073.000000 Penalty: 3531.441650
	Iteration 23Q: 3 clusters Score -5498073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -5498077.000000 Penalty: 3531.441650
	Iteration 24Q: 3 clusters Score -5498077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -5498079.000000 Penalty: 3531.441650
	Iteration 25Q: 3 clusters Score -5498079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -5498083.000000 Penalty: 3531.441650
	Iteration 26Q: 3 clusters Score -5498083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5498084.500000 Penalty: 3531.441650
	Iteration 27Q: 3 clusters Score -5498084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -5498086.000000 Penalty: 3531.441650
	Iteration 28Q: 3 clusters Score -5498086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5498089.000000 Penalty: 3531.441650
	Iteration 29Q: 3 clusters Score -5498089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -5498084.000000 Penalty: 3531.441650
	Iteration 30Q: 3 clusters Score -5498084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5498081.000000 Penalty: 3531.441650
	Iteration 31Q: 3 clusters Score -5498081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5498081.000000 Penalty: 3531.441650
	Iteration 32F: 3 clusters Score -5498081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Entering Unmasked Estep 
Score: -1099448.000000 Penalty: 1505.026001
	Iteration 0F: 2 clusters Score -1099448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1091953.375000 Penalty: 3010.052002
	Iteration 0F: 3 clusters Score -1091953 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1094357.125000 Penalty: 3010.052002
	Iteration 1F: 3 clusters Score -1094357 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1094605.625000 Penalty: 3010.052002
	Iteration 2F: 3 clusters Score -1094606 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1094832.125000 Penalty: 3010.052002
	Iteration 3F: 3 clusters Score -1094832 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1095047.000000 Penalty: 3010.052002
	Iteration 4Q: 3 clusters Score -1095047 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1095255.250000 Penalty: 3010.052002
	Iteration 5Q: 3 clusters Score -1095255 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1095490.875000 Penalty: 3010.052002
	Iteration 6Q: 3 clusters Score -1095491 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1095758.625000 Penalty: 3010.052002
	Iteration 7Q: 3 clusters Score -1095759 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1096053.000000 Penalty: 3010.052002
	Iteration 8Q: 3 clusters Score -1096053 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1096374.250000 Penalty: 3010.052002
	Iteration 9Q: 3 clusters Score -1096374 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1096708.750000 Penalty: 3010.052002
	Iteration 10Q: 3 clusters Score -1096709 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1096998.000000 Penalty: 3010.052002
	Iteration 11Q: 3 clusters Score -1096998 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1097220.000000 Penalty: 3010.052002
	Iteration 12Q: 3 clusters Score -1097220 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1097413.125000 Penalty: 3010.052002
	Iteration 13Q: 3 clusters Score -1097413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1097568.000000 Penalty: 3010.052002
	Iteration 14Q: 3 clusters Score -1097568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1097696.750000 Penalty: 3010.052002
	Iteration 15Q: 3 clusters Score -1097697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1097818.125000 Penalty: 3010.052002
	Iteration 16Q: 3 clusters Score -1097818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1097903.375000 Penalty: 3010.052002
	Iteration 17Q: 3 clusters Score -1097903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1097954.125000 Penalty: 3010.052002
	Iteration 18Q: 3 clusters Score -1097954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1097985.375000 Penalty: 3010.052002
	Iteration 19Q: 3 clusters Score -1097985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1098014.375000 Penalty: 3010.052002
	Iteration 20F: 3 clusters Score -1098014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1098041.000000 Penalty: 3010.052002
	Iteration 21Q: 3 clusters Score -1098041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1098060.250000 Penalty: 3010.052002
	Iteration 22Q: 3 clusters Score -1098060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1098075.500000 Penalty: 3010.052002
	Iteration 23Q: 3 clusters Score -1098076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1098089.750000 Penalty: 3010.052002
	Iteration 24Q: 3 clusters Score -1098090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1098095.125000 Penalty: 3010.052002
	Iteration 25Q: 3 clusters Score -1098095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1098102.375000 Penalty: 3010.052002
	Iteration 26Q: 3 clusters Score -1098102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1098106.000000 Penalty: 3010.052002
	Iteration 27Q: 3 clusters Score -1098106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1098109.625000 Penalty: 3010.052002
	Iteration 28Q: 3 clusters Score -1098110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1098112.000000 Penalty: 3010.052002
	Iteration 29Q: 3 clusters Score -1098112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1098114.000000 Penalty: 3010.052002
	Iteration 30Q: 3 clusters Score -1098114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1098114.750000 Penalty: 3010.052002
	Iteration 31Q: 3 clusters Score -1098115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1098116.625000 Penalty: 3010.052002
	Iteration 32Q: 3 clusters Score -1098117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1098116.625000 Penalty: 3010.052002
	Iteration 33F: 3 clusters Score -1098117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (166872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Entering Unmasked Estep 
Score: -17858200.000000 Penalty: 1954.059692
	Iteration 0F: 2 clusters Score -1.78582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -17751434.000000 Penalty: 3908.119385
	Iteration 0F: 3 clusters Score -1.775143e+07 nChanged 80666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -17799652.000000 Penalty: 3908.119385
	Iteration 1F: 3 clusters Score -1.779965e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -17801214.000000 Penalty: 3908.119385
	Iteration 2Q: 3 clusters Score -1.780121e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -17803954.000000 Penalty: 3908.119385
	Iteration 3Q: 3 clusters Score -1.780395e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -17809124.000000 Penalty: 3908.119385
	Iteration 4F: 3 clusters Score -1.780912e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118804 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -17818002.000000 Penalty: 3908.119385
	Iteration 5F: 3 clusters Score -1.7818e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -17829280.000000 Penalty: 3908.119385
	Iteration 6F: 3 clusters Score -1.782928e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -17839534.000000 Penalty: 3908.119385
	Iteration 7F: 3 clusters Score -1.783953e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -17846838.000000 Penalty: 3908.119385
	Iteration 8Q: 3 clusters Score -1.784684e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -17850902.000000 Penalty: 3908.119385
	Iteration 9Q: 3 clusters Score -1.78509e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -17853104.000000 Penalty: 3908.119385
	Iteration 10Q: 3 clusters Score -1.78531e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159601 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -17854310.000000 Penalty: 3908.119385
	Iteration 11Q: 3 clusters Score -1.785431e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -17855086.000000 Penalty: 3908.119385
	Iteration 12Q: 3 clusters Score -1.785509e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -17855558.000000 Penalty: 3908.119385
	Iteration 13Q: 3 clusters Score -1.785556e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -17855826.000000 Penalty: 3908.119385
	Iteration 14Q: 3 clusters Score -1.785583e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17856020.000000 Penalty: 3908.119385
	Iteration 15Q: 3 clusters Score -1.785602e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -17856116.000000 Penalty: 3908.119385
	Iteration 16Q: 3 clusters Score -1.785612e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -17856248.000000 Penalty: 3908.119385
	Iteration 17Q: 3 clusters Score -1.785625e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17856364.000000 Penalty: 3908.119385
	Iteration 18Q: 3 clusters Score -1.785636e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -17856458.000000 Penalty: 3908.119385
	Iteration 19Q: 3 clusters Score -1.785646e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -17856498.000000 Penalty: 3908.119385
	Iteration 20F: 3 clusters Score -1.78565e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -17856528.000000 Penalty: 3908.119385
	Iteration 21Q: 3 clusters Score -1.785653e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17856572.000000 Penalty: 3908.119385
	Iteration 22Q: 3 clusters Score -1.785657e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17856606.000000 Penalty: 3908.119385
	Iteration 23Q: 3 clusters Score -1.785661e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -17856610.000000 Penalty: 3908.119385
	Iteration 24Q: 3 clusters Score -1.785661e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -17856632.000000 Penalty: 3908.119385
	Iteration 25Q: 3 clusters Score -1.785663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17856636.000000 Penalty: 3908.119385
	Iteration 26Q: 3 clusters Score -1.785664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -17856652.000000 Penalty: 3908.119385
	Iteration 27Q: 3 clusters Score -1.785665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17856654.000000 Penalty: 3908.119385
	Iteration 28Q: 3 clusters Score -1.785665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -17856646.000000 Penalty: 3908.119385
	Iteration 29Q: 3 clusters Score -1.785665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17856638.000000 Penalty: 3908.119385
	Iteration 30Q: 3 clusters Score -1.785664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -17856646.000000 Penalty: 3908.119385
	Iteration 31Q: 3 clusters Score -1.785665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165805 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -17856668.000000 Penalty: 3908.119385
	Iteration 32Q: 3 clusters Score -1.785667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17856674.000000 Penalty: 3908.119385
	Iteration 33Q: 3 clusters Score -1.785667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -17856686.000000 Penalty: 3908.119385
	Iteration 34Q: 3 clusters Score -1.785669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17856688.000000 Penalty: 3908.119385
	Iteration 35Q: 3 clusters Score -1.785669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17856700.000000 Penalty: 3908.119385
	Iteration 36Q: 3 clusters Score -1.78567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17856704.000000 Penalty: 3908.119385
	Iteration 37Q: 3 clusters Score -1.78567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17856694.000000 Penalty: 3908.119385
	Iteration 38Q: 3 clusters Score -1.785669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17856696.000000 Penalty: 3908.119385
	Iteration 39Q: 3 clusters Score -1.78567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -17856696.000000 Penalty: 3908.119385
	Iteration 40F: 3 clusters Score -1.78567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -17856686.000000 Penalty: 3908.119385
	Iteration 41Q: 3 clusters Score -1.785669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -17856678.000000 Penalty: 3908.119385
	Iteration 42Q: 3 clusters Score -1.785668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17856682.000000 Penalty: 3908.119385
	Iteration 43Q: 3 clusters Score -1.785668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -17856684.000000 Penalty: 3908.119385
	Iteration 44Q: 3 clusters Score -1.785668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -17856674.000000 Penalty: 3908.119385
	Iteration 45Q: 3 clusters Score -1.785667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -17856678.000000 Penalty: 3908.119385
	Iteration 46Q: 3 clusters Score -1.785668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17856682.000000 Penalty: 3908.119385
	Iteration 47Q: 3 clusters Score -1.785668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17856676.000000 Penalty: 3908.119385
	Iteration 48Q: 3 clusters Score -1.785668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -17856684.000000 Penalty: 3908.119385
	Iteration 49Q: 3 clusters Score -1.785668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17856694.000000 Penalty: 3908.119385
	Iteration 50Q: 3 clusters Score -1.785669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17856684.000000 Penalty: 3908.119385
	Iteration 51Q: 3 clusters Score -1.785668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17856684.000000 Penalty: 3908.119385
	Iteration 52F: 3 clusters Score -1.785668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164860 members 
Entering Unmasked Estep 
Score: -17635710.000000 Penalty: 1952.088379
	Iteration 0F: 2 clusters Score -1.763571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -17529644.000000 Penalty: 3904.176758
	Iteration 0F: 3 clusters Score -1.752964e+07 nChanged 79768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -17576242.000000 Penalty: 3904.176758
	Iteration 1F: 3 clusters Score -1.757624e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -17577500.000000 Penalty: 3904.176758
	Iteration 2Q: 3 clusters Score -1.75775e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -17579228.000000 Penalty: 3904.176758
	Iteration 3Q: 3 clusters Score -1.757923e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -17581512.000000 Penalty: 3904.176758
	Iteration 4Q: 3 clusters Score -1.758151e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -17585182.000000 Penalty: 3904.176758
	Iteration 5Q: 3 clusters Score -1.758518e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -17590184.000000 Penalty: 3904.176758
	Iteration 6F: 3 clusters Score -1.759018e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -17596988.000000 Penalty: 3904.176758
	Iteration 7F: 3 clusters Score -1.759699e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -17604850.000000 Penalty: 3904.176758
	Iteration 8F: 3 clusters Score -1.760485e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -17611254.000000 Penalty: 3904.176758
	Iteration 9F: 3 clusters Score -1.761125e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128843 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -17615820.000000 Penalty: 3904.176758
	Iteration 10Q: 3 clusters Score -1.761582e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -17618868.000000 Penalty: 3904.176758
	Iteration 11Q: 3 clusters Score -1.761887e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -17621210.000000 Penalty: 3904.176758
	Iteration 12Q: 3 clusters Score -1.762121e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -17622936.000000 Penalty: 3904.176758
	Iteration 13Q: 3 clusters Score -1.762294e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143762 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -17624446.000000 Penalty: 3904.176758
	Iteration 14Q: 3 clusters Score -1.762445e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -17626150.000000 Penalty: 3904.176758
	Iteration 15Q: 3 clusters Score -1.762615e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -17627578.000000 Penalty: 3904.176758
	Iteration 16Q: 3 clusters Score -1.762758e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153387 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -17628832.000000 Penalty: 3904.176758
	Iteration 17Q: 3 clusters Score -1.762883e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -17629898.000000 Penalty: 3904.176758
	Iteration 18Q: 3 clusters Score -1.76299e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158362 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -17630846.000000 Penalty: 3904.176758
	Iteration 19Q: 3 clusters Score -1.763085e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -17631638.000000 Penalty: 3904.176758
	Iteration 20F: 3 clusters Score -1.763164e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -17632388.000000 Penalty: 3904.176758
	Iteration 21Q: 3 clusters Score -1.763239e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17632896.000000 Penalty: 3904.176758
	Iteration 22Q: 3 clusters Score -1.76329e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17633210.000000 Penalty: 3904.176758
	Iteration 23Q: 3 clusters Score -1.763321e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -17633454.000000 Penalty: 3904.176758
	Iteration 24Q: 3 clusters Score -1.763345e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17633640.000000 Penalty: 3904.176758
	Iteration 25Q: 3 clusters Score -1.763364e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17633728.000000 Penalty: 3904.176758
	Iteration 26Q: 3 clusters Score -1.763373e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17633786.000000 Penalty: 3904.176758
	Iteration 27Q: 3 clusters Score -1.763379e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17633852.000000 Penalty: 3904.176758
	Iteration 28Q: 3 clusters Score -1.763385e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17633896.000000 Penalty: 3904.176758
	Iteration 29Q: 3 clusters Score -1.76339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17633932.000000 Penalty: 3904.176758
	Iteration 30Q: 3 clusters Score -1.763393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -17633954.000000 Penalty: 3904.176758
	Iteration 31Q: 3 clusters Score -1.763395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17633948.000000 Penalty: 3904.176758
	Iteration 32Q: 3 clusters Score -1.763395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -17633972.000000 Penalty: 3904.176758
	Iteration 33Q: 3 clusters Score -1.763397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17633974.000000 Penalty: 3904.176758
	Iteration 34Q: 3 clusters Score -1.763397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -17633958.000000 Penalty: 3904.176758
	Iteration 35Q: 3 clusters Score -1.763396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164478 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -17633976.000000 Penalty: 3904.176758
	Iteration 36Q: 3 clusters Score -1.763398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -17633968.000000 Penalty: 3904.176758
	Iteration 37Q: 3 clusters Score -1.763397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164487 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -17633978.000000 Penalty: 3904.176758
	Iteration 38Q: 3 clusters Score -1.763398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164490 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -17633974.000000 Penalty: 3904.176758
	Iteration 39Q: 3 clusters Score -1.763397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -17633970.000000 Penalty: 3904.176758
	Iteration 40F: 3 clusters Score -1.763397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17633968.000000 Penalty: 3904.176758
	Iteration 41Q: 3 clusters Score -1.763397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17633970.000000 Penalty: 3904.176758
	Iteration 42Q: 3 clusters Score -1.763397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17633964.000000 Penalty: 3904.176758
	Iteration 43Q: 3 clusters Score -1.763396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17633964.000000 Penalty: 3904.176758
	Iteration 44F: 3 clusters Score -1.763396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Entering Unmasked Estep 
Score: -3124710.750000 Penalty: 1674.537109
	Iteration 0F: 2 clusters Score -3124711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3104626.000000 Penalty: 3349.074219
	Iteration 0F: 3 clusters Score -3104626 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3112314.250000 Penalty: 3349.074219
	Iteration 1F: 3 clusters Score -3112314 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3113261.000000 Penalty: 3349.074219
	Iteration 2F: 3 clusters Score -3113261 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3114805.000000 Penalty: 3349.074219
	Iteration 3F: 3 clusters Score -3114805 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3116851.000000 Penalty: 3349.074219
	Iteration 4F: 3 clusters Score -3116851 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3118894.000000 Penalty: 3349.074219
	Iteration 5F: 3 clusters Score -3118894 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3120457.250000 Penalty: 3349.074219
	Iteration 6F: 3 clusters Score -3120457 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3121467.250000 Penalty: 3349.074219
	Iteration 7F: 3 clusters Score -3121467 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3122158.500000 Penalty: 3349.074219
	Iteration 8Q: 3 clusters Score -3122158 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3122618.750000 Penalty: 3349.074219
	Iteration 9Q: 3 clusters Score -3122619 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3123008.500000 Penalty: 3349.074219
	Iteration 10Q: 3 clusters Score -3123008 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3123298.000000 Penalty: 3349.074219
	Iteration 11Q: 3 clusters Score -3123298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3123485.000000 Penalty: 3349.074219
	Iteration 12Q: 3 clusters Score -3123485 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3123631.250000 Penalty: 3349.074219
	Iteration 13Q: 3 clusters Score -3123631 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3123774.250000 Penalty: 3349.074219
	Iteration 14Q: 3 clusters Score -3123774 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3123885.750000 Penalty: 3349.074219
	Iteration 15Q: 3 clusters Score -3123886 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3123955.250000 Penalty: 3349.074219
	Iteration 16Q: 3 clusters Score -3123955 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3124044.000000 Penalty: 3349.074219
	Iteration 17Q: 3 clusters Score -3124044 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3124087.500000 Penalty: 3349.074219
	Iteration 18Q: 3 clusters Score -3124088 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3124148.500000 Penalty: 3349.074219
	Iteration 19Q: 3 clusters Score -3124148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3124187.500000 Penalty: 3349.074219
	Iteration 20F: 3 clusters Score -3124188 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3124223.000000 Penalty: 3349.074219
	Iteration 21Q: 3 clusters Score -3124223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3124253.000000 Penalty: 3349.074219
	Iteration 22Q: 3 clusters Score -3124253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3124275.750000 Penalty: 3349.074219
	Iteration 23Q: 3 clusters Score -3124276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3124291.000000 Penalty: 3349.074219
	Iteration 24Q: 3 clusters Score -3124291 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3124319.500000 Penalty: 3349.074219
	Iteration 25Q: 3 clusters Score -3124320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3124333.750000 Penalty: 3349.074219
	Iteration 26Q: 3 clusters Score -3124334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3124347.000000 Penalty: 3349.074219
	Iteration 27Q: 3 clusters Score -3124347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3124361.250000 Penalty: 3349.074219
	Iteration 28Q: 3 clusters Score -3124361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3124372.750000 Penalty: 3349.074219
	Iteration 29Q: 3 clusters Score -3124373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3124390.500000 Penalty: 3349.074219
	Iteration 30Q: 3 clusters Score -3124390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3124400.250000 Penalty: 3349.074219
	Iteration 31Q: 3 clusters Score -3124400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3124417.000000 Penalty: 3349.074219
	Iteration 32Q: 3 clusters Score -3124417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3124427.750000 Penalty: 3349.074219
	Iteration 33Q: 3 clusters Score -3124428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3124444.500000 Penalty: 3349.074219
	Iteration 34Q: 3 clusters Score -3124444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3124445.500000 Penalty: 3349.074219
	Iteration 35Q: 3 clusters Score -3124446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3124453.000000 Penalty: 3349.074219
	Iteration 36Q: 3 clusters Score -3124453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3124451.000000 Penalty: 3349.074219
	Iteration 37Q: 3 clusters Score -3124451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3124464.500000 Penalty: 3349.074219
	Iteration 38Q: 3 clusters Score -3124464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3124464.000000 Penalty: 3349.074219
	Iteration 39Q: 3 clusters Score -3124464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3124466.250000 Penalty: 3349.074219
	Iteration 40F: 3 clusters Score -3124466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3124474.250000 Penalty: 3349.074219
	Iteration 41Q: 3 clusters Score -3124474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3124469.250000 Penalty: 3349.074219
	Iteration 42Q: 3 clusters Score -3124469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3124469.500000 Penalty: 3349.074219
	Iteration 43Q: 3 clusters Score -3124470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3124464.250000 Penalty: 3349.074219
	Iteration 44Q: 3 clusters Score -3124464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3124468.000000 Penalty: 3349.074219
	Iteration 45Q: 3 clusters Score -3124468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3124468.000000 Penalty: 3349.074219
	Iteration 46Q: 3 clusters Score -3124468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3124468.000000 Penalty: 3349.074219
	Iteration 47F: 3 clusters Score -3124468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -166087.656250 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -166087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -164207.312500 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -164207.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164663.593750 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -164663.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -164886.953125 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -164887 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165036.375000 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -165036.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165126.234375 Penalty: 2408.755859
	Iteration 4F: 3 clusters Score -165126.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165198.468750 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -165198.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165249.421875 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -165249.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -165291.906250 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -165291.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165319.828125 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -165319.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -165345.578125 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -165345.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165365.640625 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -165365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165381.109375 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -165381.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165397.953125 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -165398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -165414.656250 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -165414.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -165430.671875 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -165430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165438.281250 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -165438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -165443.046875 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -165443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165446.421875 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -165446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165448.796875 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -165448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165449.687500 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -165449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -165449.687500 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -165449.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1177409.125000 Penalty: 1518.015137
	Iteration 0F: 2 clusters Score -1177409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1169428.000000 Penalty: 3036.030273
	Iteration 0F: 3 clusters Score -1169428 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1172055.500000 Penalty: 3036.030273
	Iteration 1F: 3 clusters Score -1172056 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1172359.750000 Penalty: 3036.030273
	Iteration 2F: 3 clusters Score -1172360 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1172668.125000 Penalty: 3036.030273
	Iteration 3F: 3 clusters Score -1172668 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1173023.250000 Penalty: 3036.030273
	Iteration 4F: 3 clusters Score -1173023 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1173507.500000 Penalty: 3036.030273
	Iteration 5F: 3 clusters Score -1173508 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1174103.500000 Penalty: 3036.030273
	Iteration 6F: 3 clusters Score -1174104 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1174696.625000 Penalty: 3036.030273
	Iteration 7F: 3 clusters Score -1174697 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1175167.625000 Penalty: 3036.030273
	Iteration 8F: 3 clusters Score -1175168 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1175490.125000 Penalty: 3036.030273
	Iteration 9F: 3 clusters Score -1175490 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1175694.625000 Penalty: 3036.030273
	Iteration 10Q: 3 clusters Score -1175695 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1175809.875000 Penalty: 3036.030273
	Iteration 11Q: 3 clusters Score -1175810 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1175906.375000 Penalty: 3036.030273
	Iteration 12Q: 3 clusters Score -1175906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1175972.750000 Penalty: 3036.030273
	Iteration 13Q: 3 clusters Score -1175973 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1176057.000000 Penalty: 3036.030273
	Iteration 14Q: 3 clusters Score -1176057 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1176133.375000 Penalty: 3036.030273
	Iteration 15Q: 3 clusters Score -1176133 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1176207.000000 Penalty: 3036.030273
	Iteration 16Q: 3 clusters Score -1176207 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1176285.250000 Penalty: 3036.030273
	Iteration 17Q: 3 clusters Score -1176285 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1176361.750000 Penalty: 3036.030273
	Iteration 18Q: 3 clusters Score -1176362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1176436.250000 Penalty: 3036.030273
	Iteration 19Q: 3 clusters Score -1176436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1176504.875000 Penalty: 3036.030273
	Iteration 20F: 3 clusters Score -1176505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1176563.250000 Penalty: 3036.030273
	Iteration 21Q: 3 clusters Score -1176563 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1176622.875000 Penalty: 3036.030273
	Iteration 22Q: 3 clusters Score -1176623 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1176664.625000 Penalty: 3036.030273
	Iteration 23Q: 3 clusters Score -1176665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1176693.875000 Penalty: 3036.030273
	Iteration 24Q: 3 clusters Score -1176694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1176720.250000 Penalty: 3036.030273
	Iteration 25Q: 3 clusters Score -1176720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1176739.875000 Penalty: 3036.030273
	Iteration 26Q: 3 clusters Score -1176740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1176765.250000 Penalty: 3036.030273
	Iteration 27Q: 3 clusters Score -1176765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1176790.750000 Penalty: 3036.030273
	Iteration 28Q: 3 clusters Score -1176791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1176807.625000 Penalty: 3036.030273
	Iteration 29Q: 3 clusters Score -1176808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1176820.625000 Penalty: 3036.030273
	Iteration 30Q: 3 clusters Score -1176821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1176832.375000 Penalty: 3036.030273
	Iteration 31Q: 3 clusters Score -1176832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1176842.875000 Penalty: 3036.030273
	Iteration 32Q: 3 clusters Score -1176843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1176853.875000 Penalty: 3036.030273
	Iteration 33Q: 3 clusters Score -1176854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1176856.125000 Penalty: 3036.030273
	Iteration 34Q: 3 clusters Score -1176856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1176861.000000 Penalty: 3036.030273
	Iteration 35Q: 3 clusters Score -1176861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1176864.750000 Penalty: 3036.030273
	Iteration 36Q: 3 clusters Score -1176865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1176866.625000 Penalty: 3036.030273
	Iteration 37Q: 3 clusters Score -1176867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1176869.500000 Penalty: 3036.030273
	Iteration 38Q: 3 clusters Score -1176870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1176869.500000 Penalty: 3036.030273
	Iteration 39Q: 3 clusters Score -1176870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1176872.500000 Penalty: 3036.030273
	Iteration 40F: 3 clusters Score -1176872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1176876.625000 Penalty: 3036.030273
	Iteration 41Q: 3 clusters Score -1176877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1176880.500000 Penalty: 3036.030273
	Iteration 42Q: 3 clusters Score -1176880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1176880.000000 Penalty: 3036.030273
	Iteration 43Q: 3 clusters Score -1176880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1176880.250000 Penalty: 3036.030273
	Iteration 44Q: 3 clusters Score -1176880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1176881.250000 Penalty: 3036.030273
	Iteration 45Q: 3 clusters Score -1176881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1176881.250000 Penalty: 3036.030273
	Iteration 46F: 3 clusters Score -1176881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11140.413086 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11140.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11233.922852 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11233.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11264.771484 Penalty: 1624.093994
	Iteration 2F: 3 clusters Score -11264.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11284.636719 Penalty: 1624.093994
	Iteration 3Q: 3 clusters Score -11284.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11316.540039 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11316.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11338.715820 Penalty: 1624.093994
	Iteration 5Q: 3 clusters Score -11338.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11352.220703 Penalty: 1624.093994
	Iteration 6Q: 3 clusters Score -11352.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11370.697266 Penalty: 1624.093994
	Iteration 7Q: 3 clusters Score -11370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11389.335938 Penalty: 1624.093994
	Iteration 8Q: 3 clusters Score -11389.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11389.335938 Penalty: 1624.093994
	Iteration 9F: 3 clusters Score -11389.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -134434.625000 Penalty: 1167.625366
	Iteration 0F: 2 clusters Score -134434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132791.562500 Penalty: 2335.250732
	Iteration 0F: 3 clusters Score -132791.6 nChanged 419
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: -133124.578125 Penalty: 2335.250732
	Iteration 1F: 3 clusters Score -133124.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133200.734375 Penalty: 2335.250732
	Iteration 2F: 3 clusters Score -133200.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133241.281250 Penalty: 2335.250732
	Iteration 3Q: 3 clusters Score -133241.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133257.437500 Penalty: 2335.250732
	Iteration 4Q: 3 clusters Score -133257.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133268.593750 Penalty: 2335.250732
	Iteration 5Q: 3 clusters Score -133268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133277.312500 Penalty: 2335.250732
	Iteration 6Q: 3 clusters Score -133277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133281.359375 Penalty: 2335.250732
	Iteration 7Q: 3 clusters Score -133281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133284.578125 Penalty: 2335.250732
	Iteration 8Q: 3 clusters Score -133284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133291.781250 Penalty: 2335.250732
	Iteration 9Q: 3 clusters Score -133291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133299.531250 Penalty: 2335.250732
	Iteration 10Q: 3 clusters Score -133299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133304.359375 Penalty: 2335.250732
	Iteration 11Q: 3 clusters Score -133304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133307.265625 Penalty: 2335.250732
	Iteration 12Q: 3 clusters Score -133307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133311.453125 Penalty: 2335.250732
	Iteration 13Q: 3 clusters Score -133311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133315.843750 Penalty: 2335.250732
	Iteration 14Q: 3 clusters Score -133315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133318.312500 Penalty: 2335.250732
	Iteration 15Q: 3 clusters Score -133318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133323.078125 Penalty: 2335.250732
	Iteration 16Q: 3 clusters Score -133323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133334.953125 Penalty: 2335.250732
	Iteration 17Q: 3 clusters Score -133335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133339.968750 Penalty: 2335.250732
	Iteration 18Q: 3 clusters Score -133340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -133344.640625 Penalty: 2335.250732
	Iteration 19Q: 3 clusters Score -133344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133348.703125 Penalty: 2335.250732
	Iteration 20F: 3 clusters Score -133348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133351.265625 Penalty: 2335.250732
	Iteration 21Q: 3 clusters Score -133351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133352.046875 Penalty: 2335.250732
	Iteration 22Q: 3 clusters Score -133352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133353.015625 Penalty: 2335.250732
	Iteration 23Q: 3 clusters Score -133353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133353.875000 Penalty: 2335.250732
	Iteration 24Q: 3 clusters Score -133353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133354.140625 Penalty: 2335.250732
	Iteration 25Q: 3 clusters Score -133354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133354.140625 Penalty: 2335.250732
	Iteration 26F: 3 clusters Score -133354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -1182300.625000 Penalty: 1509.156372
	Iteration 0F: 2 clusters Score -1182301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1174577.250000 Penalty: 3018.312744
	Iteration 0F: 3 clusters Score -1174577 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1177073.250000 Penalty: 3018.312744
	Iteration 1F: 3 clusters Score -1177073 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1177301.250000 Penalty: 3018.312744
	Iteration 2F: 3 clusters Score -1177301 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1177489.375000 Penalty: 3018.312744
	Iteration 3Q: 3 clusters Score -1177489 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1177679.625000 Penalty: 3018.312744
	Iteration 4Q: 3 clusters Score -1177680 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1177907.625000 Penalty: 3018.312744
	Iteration 5Q: 3 clusters Score -1177908 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1178165.750000 Penalty: 3018.312744
	Iteration 6Q: 3 clusters Score -1178166 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1178551.750000 Penalty: 3018.312744
	Iteration 7F: 3 clusters Score -1178552 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1179047.875000 Penalty: 3018.312744
	Iteration 8F: 3 clusters Score -1179048 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1179591.625000 Penalty: 3018.312744
	Iteration 9F: 3 clusters Score -1179592 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1180118.625000 Penalty: 3018.312744
	Iteration 10F: 3 clusters Score -1180119 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1180503.750000 Penalty: 3018.312744
	Iteration 11Q: 3 clusters Score -1180504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1180729.125000 Penalty: 3018.312744
	Iteration 12Q: 3 clusters Score -1180729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1180857.625000 Penalty: 3018.312744
	Iteration 13Q: 3 clusters Score -1180858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1180947.750000 Penalty: 3018.312744
	Iteration 14Q: 3 clusters Score -1180948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1181001.250000 Penalty: 3018.312744
	Iteration 15Q: 3 clusters Score -1181001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1181026.750000 Penalty: 3018.312744
	Iteration 16Q: 3 clusters Score -1181027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1181046.500000 Penalty: 3018.312744
	Iteration 17Q: 3 clusters Score -1181046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1181058.375000 Penalty: 3018.312744
	Iteration 18Q: 3 clusters Score -1181058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1181069.250000 Penalty: 3018.312744
	Iteration 19Q: 3 clusters Score -1181069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1181073.625000 Penalty: 3018.312744
	Iteration 20F: 3 clusters Score -1181074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1181076.125000 Penalty: 3018.312744
	Iteration 21Q: 3 clusters Score -1181076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1181077.875000 Penalty: 3018.312744
	Iteration 22Q: 3 clusters Score -1181078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1181079.375000 Penalty: 3018.312744
	Iteration 23Q: 3 clusters Score -1181079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1181079.375000 Penalty: 3018.312744
	Iteration 24F: 3 clusters Score -1181079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -652181.062500 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -652181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -647538.000000 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -647538 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -648857.500000 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -648857.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -649057.625000 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -649057.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -649211.500000 Penalty: 2826.474365
	Iteration 3F: 3 clusters Score -649211.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -649327.500000 Penalty: 2826.474365
	Iteration 4Q: 3 clusters Score -649327.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -649435.937500 Penalty: 2826.474365
	Iteration 5Q: 3 clusters Score -649435.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -649535.562500 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -649535.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -649638.562500 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -649638.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -649746.500000 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -649746.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -649876.625000 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -649876.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -650015.312500 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -650015.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -650156.062500 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -650156.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -650289.625000 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -650289.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -650403.812500 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -650403.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -650498.375000 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -650498.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -650587.312500 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -650587.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -650662.437500 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -650662.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -650728.250000 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -650728.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -650775.187500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -650775.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -650814.750000 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -650814.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -650835.687500 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -650835.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -650851.312500 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -650851.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -650864.062500 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -650864.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -650878.937500 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -650878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -650890.375000 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -650890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -650898.687500 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -650898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -650905.625000 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -650905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -650912.062500 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -650912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -650913.125000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -650913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -650915.125000 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -650915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -650915.625000 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -650915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -650916.187500 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -650916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -650916.187500 Penalty: 2826.474365
	Iteration 32Q: 3 clusters Score -650916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -650917.187500 Penalty: 2826.474365
	Iteration 33Q: 3 clusters Score -650917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -650917.187500 Penalty: 2826.474365
	Iteration 34F: 3 clusters Score -650917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -242648.562500 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -242648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -240362.296875 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -240362.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -240869.218750 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -240869.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -240965.890625 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -240965.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -241027.781250 Penalty: 2517.266602
	Iteration 3Q: 3 clusters Score -241027.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241076.359375 Penalty: 2517.266602
	Iteration 4Q: 3 clusters Score -241076.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241114.796875 Penalty: 2517.266602
	Iteration 5Q: 3 clusters Score -241114.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241145.562500 Penalty: 2517.266602
	Iteration 6Q: 3 clusters Score -241145.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241172.968750 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -241173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241199.687500 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -241199.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -241219.500000 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -241219.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241239.312500 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -241239.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241258.531250 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -241258.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241287.937500 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -241287.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241311.265625 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -241311.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241329.109375 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -241329.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241345.812500 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -241345.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241359.781250 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -241359.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241371.796875 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -241371.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -241380.734375 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -241380.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241392.234375 Penalty: 2517.266602
	Iteration 19Q: 3 clusters Score -241392.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241402.531250 Penalty: 2517.266602
	Iteration 20F: 3 clusters Score -241402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -241410.531250 Penalty: 2517.266602
	Iteration 21Q: 3 clusters Score -241410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -241418.734375 Penalty: 2517.266602
	Iteration 22Q: 3 clusters Score -241418.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -241430.531250 Penalty: 2517.266602
	Iteration 23Q: 3 clusters Score -241430.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -241441.640625 Penalty: 2517.266602
	Iteration 24Q: 3 clusters Score -241441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -241449.687500 Penalty: 2517.266602
	Iteration 25Q: 3 clusters Score -241449.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241456.875000 Penalty: 2517.266602
	Iteration 26Q: 3 clusters Score -241456.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -241466.968750 Penalty: 2517.266602
	Iteration 27Q: 3 clusters Score -241467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -241473.937500 Penalty: 2517.266602
	Iteration 28Q: 3 clusters Score -241473.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -241480.234375 Penalty: 2517.266602
	Iteration 29Q: 3 clusters Score -241480.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -241485.062500 Penalty: 2517.266602
	Iteration 30Q: 3 clusters Score -241485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -241488.718750 Penalty: 2517.266602
	Iteration 31Q: 3 clusters Score -241488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -241492.093750 Penalty: 2517.266602
	Iteration 32Q: 3 clusters Score -241492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -241495.406250 Penalty: 2517.266602
	Iteration 33Q: 3 clusters Score -241495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -241498.187500 Penalty: 2517.266602
	Iteration 34Q: 3 clusters Score -241498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -241499.906250 Penalty: 2517.266602
	Iteration 35Q: 3 clusters Score -241499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -241501.234375 Penalty: 2517.266602
	Iteration 36Q: 3 clusters Score -241501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -241501.562500 Penalty: 2517.266602
	Iteration 37Q: 3 clusters Score -241501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -241501.562500 Penalty: 2517.266602
	Iteration 38F: 3 clusters Score -241501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Entering Unmasked Estep 
Score: -1374334.750000 Penalty: 1540.323853
	Iteration 0F: 2 clusters Score -1374335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1365290.250000 Penalty: 3080.647705
	Iteration 0F: 3 clusters Score -1365290 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1368404.125000 Penalty: 3080.647705
	Iteration 1F: 3 clusters Score -1368404 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1368699.625000 Penalty: 3080.647705
	Iteration 2F: 3 clusters Score -1368700 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1368965.000000 Penalty: 3080.647705
	Iteration 3Q: 3 clusters Score -1368965 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1369204.750000 Penalty: 3080.647705
	Iteration 4Q: 3 clusters Score -1369205 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1369489.875000 Penalty: 3080.647705
	Iteration 5Q: 3 clusters Score -1369490 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1369784.125000 Penalty: 3080.647705
	Iteration 6Q: 3 clusters Score -1369784 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1370096.625000 Penalty: 3080.647705
	Iteration 7Q: 3 clusters Score -1370097 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1370430.125000 Penalty: 3080.647705
	Iteration 8Q: 3 clusters Score -1370430 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1370736.625000 Penalty: 3080.647705
	Iteration 9Q: 3 clusters Score -1370737 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1371015.750000 Penalty: 3080.647705
	Iteration 10Q: 3 clusters Score -1371016 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1371281.000000 Penalty: 3080.647705
	Iteration 11Q: 3 clusters Score -1371281 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1371529.750000 Penalty: 3080.647705
	Iteration 12Q: 3 clusters Score -1371530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1371809.375000 Penalty: 3080.647705
	Iteration 13Q: 3 clusters Score -1371809 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1372094.875000 Penalty: 3080.647705
	Iteration 14Q: 3 clusters Score -1372095 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1372368.125000 Penalty: 3080.647705
	Iteration 15Q: 3 clusters Score -1372368 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1372611.000000 Penalty: 3080.647705
	Iteration 16Q: 3 clusters Score -1372611 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1372815.000000 Penalty: 3080.647705
	Iteration 17Q: 3 clusters Score -1372815 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1372966.750000 Penalty: 3080.647705
	Iteration 18Q: 3 clusters Score -1372967 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1373094.875000 Penalty: 3080.647705
	Iteration 19Q: 3 clusters Score -1373095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1373172.750000 Penalty: 3080.647705
	Iteration 20F: 3 clusters Score -1373173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1373227.625000 Penalty: 3080.647705
	Iteration 21Q: 3 clusters Score -1373228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1373281.875000 Penalty: 3080.647705
	Iteration 22Q: 3 clusters Score -1373282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1373327.000000 Penalty: 3080.647705
	Iteration 23Q: 3 clusters Score -1373327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1373353.250000 Penalty: 3080.647705
	Iteration 24Q: 3 clusters Score -1373353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1373377.250000 Penalty: 3080.647705
	Iteration 25Q: 3 clusters Score -1373377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1373397.250000 Penalty: 3080.647705
	Iteration 26Q: 3 clusters Score -1373397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1373425.000000 Penalty: 3080.647705
	Iteration 27Q: 3 clusters Score -1373425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1373441.000000 Penalty: 3080.647705
	Iteration 28Q: 3 clusters Score -1373441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1373457.625000 Penalty: 3080.647705
	Iteration 29Q: 3 clusters Score -1373458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1373470.500000 Penalty: 3080.647705
	Iteration 30Q: 3 clusters Score -1373470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1373483.375000 Penalty: 3080.647705
	Iteration 31Q: 3 clusters Score -1373483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1373491.500000 Penalty: 3080.647705
	Iteration 32Q: 3 clusters Score -1373492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1373499.750000 Penalty: 3080.647705
	Iteration 33Q: 3 clusters Score -1373500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1373508.625000 Penalty: 3080.647705
	Iteration 34Q: 3 clusters Score -1373509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1373514.750000 Penalty: 3080.647705
	Iteration 35Q: 3 clusters Score -1373515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1373521.250000 Penalty: 3080.647705
	Iteration 36Q: 3 clusters Score -1373521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1373526.875000 Penalty: 3080.647705
	Iteration 37Q: 3 clusters Score -1373527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1373531.625000 Penalty: 3080.647705
	Iteration 38Q: 3 clusters Score -1373532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1373531.375000 Penalty: 3080.647705
	Iteration 39Q: 3 clusters Score -1373531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1373533.125000 Penalty: 3080.647705
	Iteration 40F: 3 clusters Score -1373533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1373538.000000 Penalty: 3080.647705
	Iteration 41Q: 3 clusters Score -1373538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1373541.125000 Penalty: 3080.647705
	Iteration 42Q: 3 clusters Score -1373541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1373539.750000 Penalty: 3080.647705
	Iteration 43Q: 3 clusters Score -1373540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1373543.750000 Penalty: 3080.647705
	Iteration 44Q: 3 clusters Score -1373544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1373544.500000 Penalty: 3080.647705
	Iteration 45Q: 3 clusters Score -1373544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1373544.250000 Penalty: 3080.647705
	Iteration 46Q: 3 clusters Score -1373544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1373545.375000 Penalty: 3080.647705
	Iteration 47Q: 3 clusters Score -1373545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1373545.875000 Penalty: 3080.647705
	Iteration 48Q: 3 clusters Score -1373546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1373546.250000 Penalty: 3080.647705
	Iteration 49Q: 3 clusters Score -1373546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1373547.000000 Penalty: 3080.647705
	Iteration 50Q: 3 clusters Score -1373547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1373548.375000 Penalty: 3080.647705
	Iteration 51Q: 3 clusters Score -1373548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1373550.875000 Penalty: 3080.647705
	Iteration 52Q: 3 clusters Score -1373551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1373551.625000 Penalty: 3080.647705
	Iteration 53Q: 3 clusters Score -1373552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1373551.625000 Penalty: 3080.647705
	Iteration 54F: 3 clusters Score -1373552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -331655.281250 Penalty: 1320.078125
	Iteration 0F: 2 clusters Score -331655.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -328687.093750 Penalty: 2640.156250
	Iteration 0F: 3 clusters Score -328687.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -329536.687500 Penalty: 2640.156250
	Iteration 1F: 3 clusters Score -329536.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -329813.875000 Penalty: 2640.156250
	Iteration 2F: 3 clusters Score -329813.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -330135.312500 Penalty: 2640.156250
	Iteration 3F: 3 clusters Score -330135.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -330418.781250 Penalty: 2640.156250
	Iteration 4F: 3 clusters Score -330418.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -330607.843750 Penalty: 2640.156250
	Iteration 5F: 3 clusters Score -330607.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -330722.156250 Penalty: 2640.156250
	Iteration 6Q: 3 clusters Score -330722.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330795.562500 Penalty: 2640.156250
	Iteration 7Q: 3 clusters Score -330795.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -330837.906250 Penalty: 2640.156250
	Iteration 8Q: 3 clusters Score -330837.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -330866.906250 Penalty: 2640.156250
	Iteration 9Q: 3 clusters Score -330866.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -330899.750000 Penalty: 2640.156250
	Iteration 10Q: 3 clusters Score -330899.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -330927.000000 Penalty: 2640.156250
	Iteration 11Q: 3 clusters Score -330927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -330942.781250 Penalty: 2640.156250
	Iteration 12Q: 3 clusters Score -330942.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -330961.031250 Penalty: 2640.156250
	Iteration 13Q: 3 clusters Score -330961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -330966.093750 Penalty: 2640.156250
	Iteration 14Q: 3 clusters Score -330966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -330970.718750 Penalty: 2640.156250
	Iteration 15Q: 3 clusters Score -330970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -330972.812500 Penalty: 2640.156250
	Iteration 16Q: 3 clusters Score -330972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -330976.968750 Penalty: 2640.156250
	Iteration 17Q: 3 clusters Score -330977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -330981.468750 Penalty: 2640.156250
	Iteration 18Q: 3 clusters Score -330981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -330985.031250 Penalty: 2640.156250
	Iteration 19Q: 3 clusters Score -330985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -330986.750000 Penalty: 2640.156250
	Iteration 20F: 3 clusters Score -330986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -330988.906250 Penalty: 2640.156250
	Iteration 21Q: 3 clusters Score -330988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -330990.562500 Penalty: 2640.156250
	Iteration 22Q: 3 clusters Score -330990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -330991.687500 Penalty: 2640.156250
	Iteration 23Q: 3 clusters Score -330991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -330993.718750 Penalty: 2640.156250
	Iteration 24Q: 3 clusters Score -330993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -330994.781250 Penalty: 2640.156250
	Iteration 25Q: 3 clusters Score -330994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330995.937500 Penalty: 2640.156250
	Iteration 26Q: 3 clusters Score -330995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -330997.656250 Penalty: 2640.156250
	Iteration 27Q: 3 clusters Score -330997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -330998.375000 Penalty: 2640.156250
	Iteration 28Q: 3 clusters Score -330998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -330998.750000 Penalty: 2640.156250
	Iteration 29Q: 3 clusters Score -330998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -330999.062500 Penalty: 2640.156250
	Iteration 30Q: 3 clusters Score -330999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -330999.281250 Penalty: 2640.156250
	Iteration 31Q: 3 clusters Score -330999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -330999.281250 Penalty: 2640.156250
	Iteration 32F: 3 clusters Score -330999.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -1459909.250000 Penalty: 1544.178467
	Iteration 0F: 2 clusters Score -1459909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1450528.875000 Penalty: 3088.356934
	Iteration 0F: 3 clusters Score -1450529 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1453709.875000 Penalty: 3088.356934
	Iteration 1F: 3 clusters Score -1453710 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1454050.125000 Penalty: 3088.356934
	Iteration 2F: 3 clusters Score -1454050 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1454467.375000 Penalty: 3088.356934
	Iteration 3F: 3 clusters Score -1454467 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1454942.375000 Penalty: 3088.356934
	Iteration 4F: 3 clusters Score -1454942 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1455473.875000 Penalty: 3088.356934
	Iteration 5F: 3 clusters Score -1455474 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1456139.500000 Penalty: 3088.356934
	Iteration 6F: 3 clusters Score -1456140 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1456847.625000 Penalty: 3088.356934
	Iteration 7F: 3 clusters Score -1456848 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1457509.125000 Penalty: 3088.356934
	Iteration 8F: 3 clusters Score -1457509 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1457995.625000 Penalty: 3088.356934
	Iteration 9Q: 3 clusters Score -1457996 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1458260.375000 Penalty: 3088.356934
	Iteration 10Q: 3 clusters Score -1458260 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1458379.000000 Penalty: 3088.356934
	Iteration 11Q: 3 clusters Score -1458379 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1458472.500000 Penalty: 3088.356934
	Iteration 12Q: 3 clusters Score -1458472 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1458555.250000 Penalty: 3088.356934
	Iteration 13Q: 3 clusters Score -1458555 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1458627.000000 Penalty: 3088.356934
	Iteration 14Q: 3 clusters Score -1458627 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1458681.000000 Penalty: 3088.356934
	Iteration 15Q: 3 clusters Score -1458681 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1458729.125000 Penalty: 3088.356934
	Iteration 16Q: 3 clusters Score -1458729 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1458782.000000 Penalty: 3088.356934
	Iteration 17Q: 3 clusters Score -1458782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1458827.125000 Penalty: 3088.356934
	Iteration 18Q: 3 clusters Score -1458827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1458865.125000 Penalty: 3088.356934
	Iteration 19Q: 3 clusters Score -1458865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1458889.125000 Penalty: 3088.356934
	Iteration 20F: 3 clusters Score -1458889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1458915.000000 Penalty: 3088.356934
	Iteration 21Q: 3 clusters Score -1458915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1458941.750000 Penalty: 3088.356934
	Iteration 22Q: 3 clusters Score -1458942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1458965.250000 Penalty: 3088.356934
	Iteration 23Q: 3 clusters Score -1458965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1458985.250000 Penalty: 3088.356934
	Iteration 24Q: 3 clusters Score -1458985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1459001.375000 Penalty: 3088.356934
	Iteration 25Q: 3 clusters Score -1459001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1459015.500000 Penalty: 3088.356934
	Iteration 26Q: 3 clusters Score -1459016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1459028.125000 Penalty: 3088.356934
	Iteration 27Q: 3 clusters Score -1459028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1459039.000000 Penalty: 3088.356934
	Iteration 28Q: 3 clusters Score -1459039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1459047.375000 Penalty: 3088.356934
	Iteration 29Q: 3 clusters Score -1459047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1459051.000000 Penalty: 3088.356934
	Iteration 30Q: 3 clusters Score -1459051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1459056.125000 Penalty: 3088.356934
	Iteration 31Q: 3 clusters Score -1459056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1459062.375000 Penalty: 3088.356934
	Iteration 32Q: 3 clusters Score -1459062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1459066.250000 Penalty: 3088.356934
	Iteration 33Q: 3 clusters Score -1459066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1459073.875000 Penalty: 3088.356934
	Iteration 34Q: 3 clusters Score -1459074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1459074.625000 Penalty: 3088.356934
	Iteration 35Q: 3 clusters Score -1459075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1459081.000000 Penalty: 3088.356934
	Iteration 36Q: 3 clusters Score -1459081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1459081.250000 Penalty: 3088.356934
	Iteration 37Q: 3 clusters Score -1459081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1459082.625000 Penalty: 3088.356934
	Iteration 38Q: 3 clusters Score -1459083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1459085.500000 Penalty: 3088.356934
	Iteration 39Q: 3 clusters Score -1459086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1459091.750000 Penalty: 3088.356934
	Iteration 40F: 3 clusters Score -1459092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1459092.000000 Penalty: 3088.356934
	Iteration 41Q: 3 clusters Score -1459092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1459095.875000 Penalty: 3088.356934
	Iteration 42Q: 3 clusters Score -1459096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1459102.625000 Penalty: 3088.356934
	Iteration 43Q: 3 clusters Score -1459103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1459105.000000 Penalty: 3088.356934
	Iteration 44Q: 3 clusters Score -1459105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1459106.375000 Penalty: 3088.356934
	Iteration 45Q: 3 clusters Score -1459106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1459109.250000 Penalty: 3088.356934
	Iteration 46Q: 3 clusters Score -1459109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1459109.750000 Penalty: 3088.356934
	Iteration 47Q: 3 clusters Score -1459110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1459109.500000 Penalty: 3088.356934
	Iteration 48Q: 3 clusters Score -1459110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1459111.125000 Penalty: 3088.356934
	Iteration 49Q: 3 clusters Score -1459111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1459110.500000 Penalty: 3088.356934
	Iteration 50Q: 3 clusters Score -1459110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1459110.625000 Penalty: 3088.356934
	Iteration 51Q: 3 clusters Score -1459111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1459110.625000 Penalty: 3088.356934
	Iteration 52F: 3 clusters Score -1459111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Entering Unmasked Estep 
Score: -2156081.500000 Penalty: 1607.124390
	Iteration 0F: 2 clusters Score -2156082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2142588.250000 Penalty: 3214.248779
	Iteration 0F: 3 clusters Score -2142588 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2147434.000000 Penalty: 3214.248779
	Iteration 1F: 3 clusters Score -2147434 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2147834.750000 Penalty: 3214.248779
	Iteration 2F: 3 clusters Score -2147835 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2148270.250000 Penalty: 3214.248779
	Iteration 3F: 3 clusters Score -2148270 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2148777.000000 Penalty: 3214.248779
	Iteration 4F: 3 clusters Score -2148777 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2149433.500000 Penalty: 3214.248779
	Iteration 5F: 3 clusters Score -2149434 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2150387.750000 Penalty: 3214.248779
	Iteration 6F: 3 clusters Score -2150388 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2151554.500000 Penalty: 3214.248779
	Iteration 7F: 3 clusters Score -2151554 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2152676.500000 Penalty: 3214.248779
	Iteration 8F: 3 clusters Score -2152676 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2153476.250000 Penalty: 3214.248779
	Iteration 9Q: 3 clusters Score -2153476 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2153843.000000 Penalty: 3214.248779
	Iteration 10Q: 3 clusters Score -2153843 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2153990.500000 Penalty: 3214.248779
	Iteration 11Q: 3 clusters Score -2153990 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2154080.250000 Penalty: 3214.248779
	Iteration 12Q: 3 clusters Score -2154080 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2154157.000000 Penalty: 3214.248779
	Iteration 13Q: 3 clusters Score -2154157 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2154197.500000 Penalty: 3214.248779
	Iteration 14Q: 3 clusters Score -2154198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2154241.750000 Penalty: 3214.248779
	Iteration 15Q: 3 clusters Score -2154242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2154273.000000 Penalty: 3214.248779
	Iteration 16Q: 3 clusters Score -2154273 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2154306.500000 Penalty: 3214.248779
	Iteration 17Q: 3 clusters Score -2154306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2154341.500000 Penalty: 3214.248779
	Iteration 18Q: 3 clusters Score -2154342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2154377.750000 Penalty: 3214.248779
	Iteration 19Q: 3 clusters Score -2154378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2154400.750000 Penalty: 3214.248779
	Iteration 20F: 3 clusters Score -2154401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2154428.500000 Penalty: 3214.248779
	Iteration 21Q: 3 clusters Score -2154428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2154442.750000 Penalty: 3214.248779
	Iteration 22Q: 3 clusters Score -2154443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2154463.250000 Penalty: 3214.248779
	Iteration 23Q: 3 clusters Score -2154463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2154477.750000 Penalty: 3214.248779
	Iteration 24Q: 3 clusters Score -2154478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2154491.000000 Penalty: 3214.248779
	Iteration 25Q: 3 clusters Score -2154491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2154505.500000 Penalty: 3214.248779
	Iteration 26Q: 3 clusters Score -2154506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2154516.000000 Penalty: 3214.248779
	Iteration 27Q: 3 clusters Score -2154516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2154533.750000 Penalty: 3214.248779
	Iteration 28Q: 3 clusters Score -2154534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2154544.250000 Penalty: 3214.248779
	Iteration 29Q: 3 clusters Score -2154544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2154548.500000 Penalty: 3214.248779
	Iteration 30Q: 3 clusters Score -2154548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2154555.250000 Penalty: 3214.248779
	Iteration 31Q: 3 clusters Score -2154555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2154558.250000 Penalty: 3214.248779
	Iteration 32Q: 3 clusters Score -2154558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2154560.750000 Penalty: 3214.248779
	Iteration 33Q: 3 clusters Score -2154561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2154558.000000 Penalty: 3214.248779
	Iteration 34Q: 3 clusters Score -2154558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2154561.750000 Penalty: 3214.248779
	Iteration 35Q: 3 clusters Score -2154562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2154570.250000 Penalty: 3214.248779
	Iteration 36Q: 3 clusters Score -2154570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2154570.000000 Penalty: 3214.248779
	Iteration 37Q: 3 clusters Score -2154570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2154572.500000 Penalty: 3214.248779
	Iteration 38Q: 3 clusters Score -2154572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2154579.500000 Penalty: 3214.248779
	Iteration 39Q: 3 clusters Score -2154580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2154581.250000 Penalty: 3214.248779
	Iteration 40F: 3 clusters Score -2154581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2154586.750000 Penalty: 3214.248779
	Iteration 41Q: 3 clusters Score -2154587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2154586.500000 Penalty: 3214.248779
	Iteration 42Q: 3 clusters Score -2154586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2154591.250000 Penalty: 3214.248779
	Iteration 43Q: 3 clusters Score -2154591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2154593.000000 Penalty: 3214.248779
	Iteration 44Q: 3 clusters Score -2154593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2154599.000000 Penalty: 3214.248779
	Iteration 45Q: 3 clusters Score -2154599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2154593.250000 Penalty: 3214.248779
	Iteration 46Q: 3 clusters Score -2154593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2154594.250000 Penalty: 3214.248779
	Iteration 47Q: 3 clusters Score -2154594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2154597.250000 Penalty: 3214.248779
	Iteration 48Q: 3 clusters Score -2154597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2154600.500000 Penalty: 3214.248779
	Iteration 49Q: 3 clusters Score -2154600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2154602.250000 Penalty: 3214.248779
	Iteration 50Q: 3 clusters Score -2154602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2154604.500000 Penalty: 3214.248779
	Iteration 51Q: 3 clusters Score -2154604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2154607.500000 Penalty: 3214.248779
	Iteration 52Q: 3 clusters Score -2154608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2154606.750000 Penalty: 3214.248779
	Iteration 53Q: 3 clusters Score -2154607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2154611.250000 Penalty: 3214.248779
	Iteration 54Q: 3 clusters Score -2154611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2154618.250000 Penalty: 3214.248779
	Iteration 55Q: 3 clusters Score -2154618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2154629.500000 Penalty: 3214.248779
	Iteration 56Q: 3 clusters Score -2154630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2154635.750000 Penalty: 3214.248779
	Iteration 57Q: 3 clusters Score -2154636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2154637.000000 Penalty: 3214.248779
	Iteration 58Q: 3 clusters Score -2154637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2154639.250000 Penalty: 3214.248779
	Iteration 59Q: 3 clusters Score -2154639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2154644.750000 Penalty: 3214.248779
	Iteration 60F: 3 clusters Score -2154645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2154642.000000 Penalty: 3214.248779
	Iteration 61Q: 3 clusters Score -2154642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2154644.750000 Penalty: 3214.248779
	Iteration 62Q: 3 clusters Score -2154645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2154644.750000 Penalty: 3214.248779
	Iteration 63Q: 3 clusters Score -2154645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2154644.750000 Penalty: 3214.248779
	Iteration 64Q: 3 clusters Score -2154645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2154647.000000 Penalty: 3214.248779
	Iteration 65Q: 3 clusters Score -2154647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2154647.000000 Penalty: 3214.248779
	Iteration 66Q: 3 clusters Score -2154647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2154647.250000 Penalty: 3214.248779
	Iteration 67Q: 3 clusters Score -2154647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2154649.000000 Penalty: 3214.248779
	Iteration 68Q: 3 clusters Score -2154649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2154651.750000 Penalty: 3214.248779
	Iteration 69Q: 3 clusters Score -2154652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2154654.250000 Penalty: 3214.248779
	Iteration 70Q: 3 clusters Score -2154654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2154655.000000 Penalty: 3214.248779
	Iteration 71Q: 3 clusters Score -2154655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2154656.250000 Penalty: 3214.248779
	Iteration 72Q: 3 clusters Score -2154656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2154658.000000 Penalty: 3214.248779
	Iteration 73Q: 3 clusters Score -2154658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2154660.000000 Penalty: 3214.248779
	Iteration 74Q: 3 clusters Score -2154660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2154666.750000 Penalty: 3214.248779
	Iteration 75Q: 3 clusters Score -2154667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2154665.750000 Penalty: 3214.248779
	Iteration 76Q: 3 clusters Score -2154666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2154674.500000 Penalty: 3214.248779
	Iteration 77Q: 3 clusters Score -2154674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2154673.500000 Penalty: 3214.248779
	Iteration 78Q: 3 clusters Score -2154674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2154678.250000 Penalty: 3214.248779
	Iteration 79Q: 3 clusters Score -2154678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2154684.000000 Penalty: 3214.248779
	Iteration 80F: 3 clusters Score -2154684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2154686.500000 Penalty: 3214.248779
	Iteration 81Q: 3 clusters Score -2154686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2154691.500000 Penalty: 3214.248779
	Iteration 82Q: 3 clusters Score -2154692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2154703.250000 Penalty: 3214.248779
	Iteration 83Q: 3 clusters Score -2154703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2154699.000000 Penalty: 3214.248779
	Iteration 84Q: 3 clusters Score -2154699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2154705.000000 Penalty: 3214.248779
	Iteration 85Q: 3 clusters Score -2154705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2154710.250000 Penalty: 3214.248779
	Iteration 86Q: 3 clusters Score -2154710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2154718.000000 Penalty: 3214.248779
	Iteration 87Q: 3 clusters Score -2154718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2154720.500000 Penalty: 3214.248779
	Iteration 88Q: 3 clusters Score -2154720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2154728.000000 Penalty: 3214.248779
	Iteration 89Q: 3 clusters Score -2154728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2154732.000000 Penalty: 3214.248779
	Iteration 90Q: 3 clusters Score -2154732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2154738.750000 Penalty: 3214.248779
	Iteration 91Q: 3 clusters Score -2154739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2154750.250000 Penalty: 3214.248779
	Iteration 92Q: 3 clusters Score -2154750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2154751.750000 Penalty: 3214.248779
	Iteration 93Q: 3 clusters Score -2154752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2154756.000000 Penalty: 3214.248779
	Iteration 94Q: 3 clusters Score -2154756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2154760.750000 Penalty: 3214.248779
	Iteration 95Q: 3 clusters Score -2154761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2154756.750000 Penalty: 3214.248779
	Iteration 96Q: 3 clusters Score -2154757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2154759.000000 Penalty: 3214.248779
	Iteration 97Q: 3 clusters Score -2154759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2154760.500000 Penalty: 3214.248779
	Iteration 98Q: 3 clusters Score -2154760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2154758.000000 Penalty: 3214.248779
	Iteration 99Q: 3 clusters Score -2154758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2154759.000000 Penalty: 3214.248779
	Iteration 100F: 3 clusters Score -2154759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2154757.500000 Penalty: 3214.248779
	Iteration 101Q: 3 clusters Score -2154758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2154756.250000 Penalty: 3214.248779
	Iteration 102Q: 3 clusters Score -2154756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2154756.000000 Penalty: 3214.248779
	Iteration 103Q: 3 clusters Score -2154756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2154757.500000 Penalty: 3214.248779
	Iteration 104Q: 3 clusters Score -2154758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2154759.000000 Penalty: 3214.248779
	Iteration 105Q: 3 clusters Score -2154759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2154760.500000 Penalty: 3214.248779
	Iteration 106Q: 3 clusters Score -2154760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2154759.500000 Penalty: 3214.248779
	Iteration 107Q: 3 clusters Score -2154760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2154759.250000 Penalty: 3214.248779
	Iteration 108Q: 3 clusters Score -2154759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2154763.250000 Penalty: 3214.248779
	Iteration 109Q: 3 clusters Score -2154763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2154760.750000 Penalty: 3214.248779
	Iteration 110Q: 3 clusters Score -2154761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2154765.500000 Penalty: 3214.248779
	Iteration 111Q: 3 clusters Score -2154766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2154766.000000 Penalty: 3214.248779
	Iteration 112Q: 3 clusters Score -2154766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2154765.750000 Penalty: 3214.248779
	Iteration 113Q: 3 clusters Score -2154766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2154766.000000 Penalty: 3214.248779
	Iteration 114Q: 3 clusters Score -2154766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2154766.000000 Penalty: 3214.248779
	Iteration 115Q: 3 clusters Score -2154766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2154765.750000 Penalty: 3214.248779
	Iteration 116Q: 3 clusters Score -2154766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2154765.750000 Penalty: 3214.248779
	Iteration 117F: 3 clusters Score -2154766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -359048.187500 Penalty: 1323.604736
	Iteration 0F: 2 clusters Score -359048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -356084.156250 Penalty: 2647.209473
	Iteration 0F: 3 clusters Score -356084.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -356949.781250 Penalty: 2647.209473
	Iteration 1F: 3 clusters Score -356949.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -357217.156250 Penalty: 2647.209473
	Iteration 2F: 3 clusters Score -357217.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -357418.718750 Penalty: 2647.209473
	Iteration 3F: 3 clusters Score -357418.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -357565.593750 Penalty: 2647.209473
	Iteration 4F: 3 clusters Score -357565.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357683.312500 Penalty: 2647.209473
	Iteration 5Q: 3 clusters Score -357683.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -357793.218750 Penalty: 2647.209473
	Iteration 6Q: 3 clusters Score -357793.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -357876.187500 Penalty: 2647.209473
	Iteration 7Q: 3 clusters Score -357876.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -357944.718750 Penalty: 2647.209473
	Iteration 8Q: 3 clusters Score -357944.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -358014.125000 Penalty: 2647.209473
	Iteration 9Q: 3 clusters Score -358014.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -358072.156250 Penalty: 2647.209473
	Iteration 10Q: 3 clusters Score -358072.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -358118.062500 Penalty: 2647.209473
	Iteration 11Q: 3 clusters Score -358118.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -358148.750000 Penalty: 2647.209473
	Iteration 12Q: 3 clusters Score -358148.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -358183.312500 Penalty: 2647.209473
	Iteration 13Q: 3 clusters Score -358183.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -358216.937500 Penalty: 2647.209473
	Iteration 14Q: 3 clusters Score -358216.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -358243.218750 Penalty: 2647.209473
	Iteration 15Q: 3 clusters Score -358243.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -358269.562500 Penalty: 2647.209473
	Iteration 16Q: 3 clusters Score -358269.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -358288.500000 Penalty: 2647.209473
	Iteration 17Q: 3 clusters Score -358288.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -358303.562500 Penalty: 2647.209473
	Iteration 18Q: 3 clusters Score -358303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -358321.937500 Penalty: 2647.209473
	Iteration 19Q: 3 clusters Score -358321.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -358331.343750 Penalty: 2647.209473
	Iteration 20F: 3 clusters Score -358331.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -358344.093750 Penalty: 2647.209473
	Iteration 21Q: 3 clusters Score -358344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -358360.062500 Penalty: 2647.209473
	Iteration 22Q: 3 clusters Score -358360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -358378.218750 Penalty: 2647.209473
	Iteration 23Q: 3 clusters Score -358378.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -358395.312500 Penalty: 2647.209473
	Iteration 24Q: 3 clusters Score -358395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -358403.468750 Penalty: 2647.209473
	Iteration 25Q: 3 clusters Score -358403.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -358410.562500 Penalty: 2647.209473
	Iteration 26Q: 3 clusters Score -358410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -358415.375000 Penalty: 2647.209473
	Iteration 27Q: 3 clusters Score -358415.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -358419.718750 Penalty: 2647.209473
	Iteration 28Q: 3 clusters Score -358419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -358422.000000 Penalty: 2647.209473
	Iteration 29Q: 3 clusters Score -358422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -358424.250000 Penalty: 2647.209473
	Iteration 30Q: 3 clusters Score -358424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -358425.031250 Penalty: 2647.209473
	Iteration 31Q: 3 clusters Score -358425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -358425.656250 Penalty: 2647.209473
	Iteration 32Q: 3 clusters Score -358425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -358426.437500 Penalty: 2647.209473
	Iteration 33Q: 3 clusters Score -358426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -358428.281250 Penalty: 2647.209473
	Iteration 34Q: 3 clusters Score -358428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -358428.750000 Penalty: 2647.209473
	Iteration 35Q: 3 clusters Score -358428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -358431.906250 Penalty: 2647.209473
	Iteration 36Q: 3 clusters Score -358431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -358432.937500 Penalty: 2647.209473
	Iteration 37Q: 3 clusters Score -358432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -358434.062500 Penalty: 2647.209473
	Iteration 38Q: 3 clusters Score -358434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -358435.500000 Penalty: 2647.209473
	Iteration 39Q: 3 clusters Score -358435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -358436.718750 Penalty: 2647.209473
	Iteration 40F: 3 clusters Score -358436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -358439.218750 Penalty: 2647.209473
	Iteration 41Q: 3 clusters Score -358439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -358440.843750 Penalty: 2647.209473
	Iteration 42Q: 3 clusters Score -358440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -358441.562500 Penalty: 2647.209473
	Iteration 43Q: 3 clusters Score -358441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -358441.562500 Penalty: 2647.209473
	Iteration 44F: 3 clusters Score -358441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -156117.046875 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -156117 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 752 members 
Entering Unmasked Estep 
Score: -154363.890625 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -154363.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -154753.000000 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -154753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154841.281250 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -154841.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -154892.375000 Penalty: 2375.058594
	Iteration 3Q: 3 clusters Score -154892.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -154931.218750 Penalty: 2375.058594
	Iteration 4Q: 3 clusters Score -154931.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -154960.156250 Penalty: 2375.058594
	Iteration 5Q: 3 clusters Score -154960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -154981.546875 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -154981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -154995.640625 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -154995.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -155007.640625 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -155007.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -155017.078125 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -155017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -155028.546875 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -155028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -155041.296875 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -155041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -155061.109375 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -155061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155075.015625 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -155075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -155084.953125 Penalty: 2375.058594
	Iteration 14Q: 3 clusters Score -155085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -155093.750000 Penalty: 2375.058594
	Iteration 15Q: 3 clusters Score -155093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -155103.031250 Penalty: 2375.058594
	Iteration 16Q: 3 clusters Score -155103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155121.515625 Penalty: 2375.058594
	Iteration 17Q: 3 clusters Score -155121.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -155132.687500 Penalty: 2375.058594
	Iteration 18Q: 3 clusters Score -155132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -155145.968750 Penalty: 2375.058594
	Iteration 19Q: 3 clusters Score -155146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -155161.984375 Penalty: 2375.058594
	Iteration 20F: 3 clusters Score -155162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -155170.281250 Penalty: 2375.058594
	Iteration 21Q: 3 clusters Score -155170.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155175.250000 Penalty: 2375.058594
	Iteration 22Q: 3 clusters Score -155175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155179.500000 Penalty: 2375.058594
	Iteration 23Q: 3 clusters Score -155179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155180.703125 Penalty: 2375.058594
	Iteration 24Q: 3 clusters Score -155180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -155183.343750 Penalty: 2375.058594
	Iteration 25Q: 3 clusters Score -155183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -155185.640625 Penalty: 2375.058594
	Iteration 26Q: 3 clusters Score -155185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155187.250000 Penalty: 2375.058594
	Iteration 27Q: 3 clusters Score -155187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155187.843750 Penalty: 2375.058594
	Iteration 28Q: 3 clusters Score -155187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155188.031250 Penalty: 2375.058594
	Iteration 29Q: 3 clusters Score -155188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155188.968750 Penalty: 2375.058594
	Iteration 30Q: 3 clusters Score -155189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155188.968750 Penalty: 2375.058594
	Iteration 31F: 3 clusters Score -155189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Entering Unmasked Estep 
Score: -4590137.500000 Penalty: 1730.614990
	Iteration 0F: 2 clusters Score -4590138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4561798.000000 Penalty: 3461.229980
	Iteration 0F: 3 clusters Score -4561798 nChanged 19778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4573010.500000 Penalty: 3461.229980
	Iteration 1F: 3 clusters Score -4573010 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4573498.000000 Penalty: 3461.229980
	Iteration 2Q: 3 clusters Score -4573498 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -4574042.500000 Penalty: 3461.229980
	Iteration 3Q: 3 clusters Score -4574042 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4574831.000000 Penalty: 3461.229980
	Iteration 4Q: 3 clusters Score -4574831 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4575954.000000 Penalty: 3461.229980
	Iteration 5F: 3 clusters Score -4575954 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4577670.000000 Penalty: 3461.229980
	Iteration 6F: 3 clusters Score -4577670 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4579959.000000 Penalty: 3461.229980
	Iteration 7F: 3 clusters Score -4579959 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4582487.500000 Penalty: 3461.229980
	Iteration 8F: 3 clusters Score -4582488 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4584714.000000 Penalty: 3461.229980
	Iteration 9F: 3 clusters Score -4584714 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4586147.500000 Penalty: 3461.229980
	Iteration 10Q: 3 clusters Score -4586148 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4587039.000000 Penalty: 3461.229980
	Iteration 11Q: 3 clusters Score -4587039 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4587629.000000 Penalty: 3461.229980
	Iteration 12Q: 3 clusters Score -4587629 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -4588020.000000 Penalty: 3461.229980
	Iteration 13Q: 3 clusters Score -4588020 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4588279.000000 Penalty: 3461.229980
	Iteration 14Q: 3 clusters Score -4588279 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4588460.500000 Penalty: 3461.229980
	Iteration 15Q: 3 clusters Score -4588460 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4588606.000000 Penalty: 3461.229980
	Iteration 16Q: 3 clusters Score -4588606 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4588705.500000 Penalty: 3461.229980
	Iteration 17Q: 3 clusters Score -4588706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4588806.500000 Penalty: 3461.229980
	Iteration 18Q: 3 clusters Score -4588806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4588876.000000 Penalty: 3461.229980
	Iteration 19Q: 3 clusters Score -4588876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4588912.000000 Penalty: 3461.229980
	Iteration 20F: 3 clusters Score -4588912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -4588931.500000 Penalty: 3461.229980
	Iteration 21Q: 3 clusters Score -4588932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -4588953.000000 Penalty: 3461.229980
	Iteration 22Q: 3 clusters Score -4588953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -4588973.500000 Penalty: 3461.229980
	Iteration 23Q: 3 clusters Score -4588974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4588983.500000 Penalty: 3461.229980
	Iteration 24Q: 3 clusters Score -4588984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -4588996.000000 Penalty: 3461.229980
	Iteration 25Q: 3 clusters Score -4588996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4589000.500000 Penalty: 3461.229980
	Iteration 26Q: 3 clusters Score -4589000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4589002.500000 Penalty: 3461.229980
	Iteration 27Q: 3 clusters Score -4589002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4589017.500000 Penalty: 3461.229980
	Iteration 28Q: 3 clusters Score -4589018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4589014.000000 Penalty: 3461.229980
	Iteration 29Q: 3 clusters Score -4589014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4589020.500000 Penalty: 3461.229980
	Iteration 30Q: 3 clusters Score -4589020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -4589020.500000 Penalty: 3461.229980
	Iteration 31Q: 3 clusters Score -4589020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4589024.000000 Penalty: 3461.229980
	Iteration 32Q: 3 clusters Score -4589024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -4589023.500000 Penalty: 3461.229980
	Iteration 33Q: 3 clusters Score -4589024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -4589020.500000 Penalty: 3461.229980
	Iteration 34Q: 3 clusters Score -4589020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -4589018.000000 Penalty: 3461.229980
	Iteration 35Q: 3 clusters Score -4589018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4589027.500000 Penalty: 3461.229980
	Iteration 36Q: 3 clusters Score -4589028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4589025.000000 Penalty: 3461.229980
	Iteration 37Q: 3 clusters Score -4589025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4589026.000000 Penalty: 3461.229980
	Iteration 38Q: 3 clusters Score -4589026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4589028.000000 Penalty: 3461.229980
	Iteration 39Q: 3 clusters Score -4589028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4589028.000000 Penalty: 3461.229980
	Iteration 40F: 3 clusters Score -4589028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242489 members 
Mstep: Class 4 contains 52364 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166872 members 
Mstep: Class 7 contains 164860 members 
Mstep: Class 8 contains 29877 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10798 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19732 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480784.000000 Penalty: 48632.378906
Iteration 319Q: 23 clusters Score -8.448078e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242488 members 
Mstep: Class 4 contains 52363 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166868 members 
Mstep: Class 7 contains 164867 members 
Mstep: Class 8 contains 29877 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480808.000000 Penalty: 48632.378906
Iteration 320F: 23 clusters Score -8.448081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242486 members 
Mstep: Class 4 contains 52364 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166863 members 
Mstep: Class 7 contains 164875 members 
Mstep: Class 8 contains 29877 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10802 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19732 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480880.000000 Penalty: 48632.378906
Iteration 321Q: 23 clusters Score -8.448088e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242480 members 
Mstep: Class 4 contains 52362 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166861 members 
Mstep: Class 7 contains 164883 members 
Mstep: Class 8 contains 29876 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10808 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480824.000000 Penalty: 48632.378906
Iteration 322Q: 23 clusters Score -8.448082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242476 members 
Mstep: Class 4 contains 52365 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166860 members 
Mstep: Class 7 contains 164890 members 
Mstep: Class 8 contains 29874 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10811 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480832.000000 Penalty: 48632.378906
Iteration 323Q: 23 clusters Score -8.448083e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242466 members 
Mstep: Class 4 contains 52367 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166858 members 
Mstep: Class 7 contains 164896 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11400 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480848.000000 Penalty: 48632.378906
Iteration 324Q: 23 clusters Score -8.448085e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242458 members 
Mstep: Class 4 contains 52371 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166856 members 
Mstep: Class 7 contains 164900 members 
Mstep: Class 8 contains 29872 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10822 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480856.000000 Penalty: 48632.378906
Iteration 325Q: 23 clusters Score -8.448086e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242454 members 
Mstep: Class 4 contains 52375 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166848 members 
Mstep: Class 7 contains 164906 members 
Mstep: Class 8 contains 29872 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480752.000000 Penalty: 48632.378906
Iteration 326Q: 23 clusters Score -8.448075e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242445 members 
Mstep: Class 4 contains 52379 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166851 members 
Mstep: Class 7 contains 164908 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 19722 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 48632.378906
Iteration 327Q: 23 clusters Score -8.448071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242440 members 
Mstep: Class 4 contains 52384 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166842 members 
Mstep: Class 7 contains 164912 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 328Q: 23 clusters Score -8.44807e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242439 members 
Mstep: Class 4 contains 52385 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166837 members 
Mstep: Class 7 contains 164922 members 
Mstep: Class 8 contains 29871 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 13082 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 13398 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 48632.378906
Iteration 329Q: 23 clusters Score -8.448071e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242433 members 
Mstep: Class 4 contains 52390 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166834 members 
Mstep: Class 7 contains 164926 members 
Mstep: Class 8 contains 29870 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19724 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480632.000000 Penalty: 48632.378906
Iteration 330Q: 23 clusters Score -8.448063e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242438 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166824 members 
Mstep: Class 7 contains 164935 members 
Mstep: Class 8 contains 29869 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19724 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 331Q: 23 clusters Score -8.448068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242437 members 
Mstep: Class 4 contains 52404 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166818 members 
Mstep: Class 7 contains 164940 members 
Mstep: Class 8 contains 29868 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480616.000000 Penalty: 48632.378906
Iteration 332Q: 23 clusters Score -8.448062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242432 members 
Mstep: Class 4 contains 52407 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166818 members 
Mstep: Class 7 contains 164942 members 
Mstep: Class 8 contains 29866 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19724 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480592.000000 Penalty: 48632.378906
Iteration 333Q: 23 clusters Score -8.448059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242431 members 
Mstep: Class 4 contains 52412 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166819 members 
Mstep: Class 7 contains 164945 members 
Mstep: Class 8 contains 29864 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 23 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 334Q: 23 clusters Score -8.448066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242436 members 
Mstep: Class 4 contains 52413 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166823 members 
Mstep: Class 7 contains 164945 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 48632.378906
Iteration 335Q: 23 clusters Score -8.448065e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242437 members 
Mstep: Class 4 contains 52417 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166822 members 
Mstep: Class 7 contains 164942 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19722 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 23 contains 42231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 336Q: 23 clusters Score -8.448068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242432 members 
Mstep: Class 4 contains 52422 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166826 members 
Mstep: Class 7 contains 164939 members 
Mstep: Class 8 contains 29863 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 5990 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 23 contains 42231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 337Q: 23 clusters Score -8.448069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242437 members 
Mstep: Class 4 contains 52420 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166827 members 
Mstep: Class 7 contains 164936 members 
Mstep: Class 8 contains 29863 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 19728 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 338Q: 23 clusters Score -8.44807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242436 members 
Mstep: Class 4 contains 52422 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166825 members 
Mstep: Class 7 contains 164939 members 
Mstep: Class 8 contains 29863 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11401 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10829 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13400 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 339Q: 23 clusters Score -8.44807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242433 members 
Mstep: Class 4 contains 52417 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166831 members 
Mstep: Class 7 contains 164938 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10827 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 340F: 23 clusters Score -8.44807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242425 members 
Mstep: Class 4 contains 52416 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 166838 members 
Mstep: Class 7 contains 164939 members 
Mstep: Class 8 contains 29861 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 341Q: 23 clusters Score -8.448069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242419 members 
Mstep: Class 4 contains 52413 members 
Mstep: Class 5 contains 10528 members 
Mstep: Class 6 contains 166845 members 
Mstep: Class 7 contains 164941 members 
Mstep: Class 8 contains 29860 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 48632.378906
Iteration 342Q: 23 clusters Score -8.448065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242410 members 
Mstep: Class 4 contains 52411 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166853 members 
Mstep: Class 7 contains 164942 members 
Mstep: Class 8 contains 29858 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10827 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480648.000000 Penalty: 48632.378906
Iteration 343Q: 23 clusters Score -8.448065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242401 members 
Mstep: Class 4 contains 52410 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166859 members 
Mstep: Class 7 contains 164943 members 
Mstep: Class 8 contains 29857 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10827 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480672.000000 Penalty: 48632.378906
Iteration 344Q: 23 clusters Score -8.448067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242400 members 
Mstep: Class 4 contains 52410 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166862 members 
Mstep: Class 7 contains 164944 members 
Mstep: Class 8 contains 29856 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10824 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 345Q: 23 clusters Score -8.448066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242395 members 
Mstep: Class 4 contains 52408 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166865 members 
Mstep: Class 7 contains 164947 members 
Mstep: Class 8 contains 29854 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480728.000000 Penalty: 48632.378906
Iteration 346Q: 23 clusters Score -8.448073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242396 members 
Mstep: Class 4 contains 52404 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166870 members 
Mstep: Class 7 contains 164947 members 
Mstep: Class 8 contains 29852 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10825 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480728.000000 Penalty: 48632.378906
Iteration 347Q: 23 clusters Score -8.448073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242397 members 
Mstep: Class 4 contains 52403 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166868 members 
Mstep: Class 7 contains 164948 members 
Mstep: Class 8 contains 29851 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 48632.378906
Iteration 348Q: 23 clusters Score -8.448072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242398 members 
Mstep: Class 4 contains 52403 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166865 members 
Mstep: Class 7 contains 164950 members 
Mstep: Class 8 contains 29850 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480736.000000 Penalty: 48632.378906
Iteration 349Q: 23 clusters Score -8.448074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242390 members 
Mstep: Class 4 contains 52401 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166870 members 
Mstep: Class 7 contains 164954 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480728.000000 Penalty: 48632.378906
Iteration 350Q: 23 clusters Score -8.448073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242387 members 
Mstep: Class 4 contains 52398 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166870 members 
Mstep: Class 7 contains 164956 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10835 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480720.000000 Penalty: 48632.378906
Iteration 351Q: 23 clusters Score -8.448072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242389 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166871 members 
Mstep: Class 7 contains 164955 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 352Q: 23 clusters Score -8.44807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242389 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166870 members 
Mstep: Class 7 contains 164954 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 353Q: 23 clusters Score -8.44807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242390 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166872 members 
Mstep: Class 7 contains 164951 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480752.000000 Penalty: 48632.378906
Iteration 354Q: 23 clusters Score -8.448075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242390 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166873 members 
Mstep: Class 7 contains 164951 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10838 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 355Q: 23 clusters Score -8.448066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242390 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166875 members 
Mstep: Class 7 contains 164949 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480672.000000 Penalty: 48632.378906
Iteration 356Q: 23 clusters Score -8.448067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242387 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166878 members 
Mstep: Class 7 contains 164950 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10838 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 357Q: 23 clusters Score -8.44807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242385 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166877 members 
Mstep: Class 7 contains 164951 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 48632.378906
Iteration 358Q: 23 clusters Score -8.448071e+07 nChanged 11
Entering ConstructFrom: 
Score: -84480712.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (11313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Entering Unmasked Estep 
Score: -1174588.375000 Penalty: 1516.727539
	Iteration 0F: 2 clusters Score -1174588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1166612.750000 Penalty: 3033.455078
	Iteration 0F: 3 clusters Score -1166613 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1169150.125000 Penalty: 3033.455078
	Iteration 1F: 3 clusters Score -1169150 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1169398.500000 Penalty: 3033.455078
	Iteration 2F: 3 clusters Score -1169398 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1169579.875000 Penalty: 3033.455078
	Iteration 3Q: 3 clusters Score -1169580 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1169748.750000 Penalty: 3033.455078
	Iteration 4Q: 3 clusters Score -1169749 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1169896.000000 Penalty: 3033.455078
	Iteration 5Q: 3 clusters Score -1169896 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1170059.750000 Penalty: 3033.455078
	Iteration 6Q: 3 clusters Score -1170060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1170248.875000 Penalty: 3033.455078
	Iteration 7Q: 3 clusters Score -1170249 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1170508.500000 Penalty: 3033.455078
	Iteration 8Q: 3 clusters Score -1170508 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1170858.500000 Penalty: 3033.455078
	Iteration 9Q: 3 clusters Score -1170858 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1171288.000000 Penalty: 3033.455078
	Iteration 10F: 3 clusters Score -1171288 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1171700.125000 Penalty: 3033.455078
	Iteration 11F: 3 clusters Score -1171700 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1172066.375000 Penalty: 3033.455078
	Iteration 12Q: 3 clusters Score -1172066 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1172411.875000 Penalty: 3033.455078
	Iteration 13Q: 3 clusters Score -1172412 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1172714.125000 Penalty: 3033.455078
	Iteration 14Q: 3 clusters Score -1172714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1172917.750000 Penalty: 3033.455078
	Iteration 15Q: 3 clusters Score -1172918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1173028.125000 Penalty: 3033.455078
	Iteration 16Q: 3 clusters Score -1173028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1173117.750000 Penalty: 3033.455078
	Iteration 17Q: 3 clusters Score -1173118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1173167.250000 Penalty: 3033.455078
	Iteration 18Q: 3 clusters Score -1173167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1173198.625000 Penalty: 3033.455078
	Iteration 19Q: 3 clusters Score -1173199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1173222.875000 Penalty: 3033.455078
	Iteration 20F: 3 clusters Score -1173223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1173242.750000 Penalty: 3033.455078
	Iteration 21Q: 3 clusters Score -1173243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1173261.875000 Penalty: 3033.455078
	Iteration 22Q: 3 clusters Score -1173262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1173270.375000 Penalty: 3033.455078
	Iteration 23Q: 3 clusters Score -1173270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1173281.625000 Penalty: 3033.455078
	Iteration 24Q: 3 clusters Score -1173282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1173289.250000 Penalty: 3033.455078
	Iteration 25Q: 3 clusters Score -1173289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1173289.250000 Penalty: 3033.455078
	Iteration 26Q: 3 clusters Score -1173289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1173290.125000 Penalty: 3033.455078
	Iteration 27Q: 3 clusters Score -1173290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1173292.375000 Penalty: 3033.455078
	Iteration 28Q: 3 clusters Score -1173292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1173294.000000 Penalty: 3033.455078
	Iteration 29Q: 3 clusters Score -1173294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1173297.375000 Penalty: 3033.455078
	Iteration 30Q: 3 clusters Score -1173297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1173299.875000 Penalty: 3033.455078
	Iteration 31Q: 3 clusters Score -1173300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1173304.125000 Penalty: 3033.455078
	Iteration 32Q: 3 clusters Score -1173304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1173313.250000 Penalty: 3033.455078
	Iteration 33Q: 3 clusters Score -1173313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1173315.000000 Penalty: 3033.455078
	Iteration 34Q: 3 clusters Score -1173315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1173315.750000 Penalty: 3033.455078
	Iteration 35Q: 3 clusters Score -1173316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1173315.750000 Penalty: 3033.455078
	Iteration 36F: 3 clusters Score -1173316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -16148.809570 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -16148.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15452.419922 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -15452.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15592.285156 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -15592.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15633.448242 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -15633.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15656.123047 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -15656.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15674.951172 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -15674.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15679.548828 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -15679.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15681.968750 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -15681.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15681.968750 Penalty: 1720.324097
	Iteration 7F: 3 clusters Score -15681.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (242385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242385 members 
Entering Unmasked Estep 
Score: -25751258.000000 Penalty: 2014.720947
	Iteration 0F: 2 clusters Score -2.575126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -25596582.000000 Penalty: 4029.441895
	Iteration 0F: 3 clusters Score -2.559658e+07 nChanged 117712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133520 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -25667838.000000 Penalty: 4029.441895
	Iteration 1F: 3 clusters Score -2.566784e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140373 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -25670196.000000 Penalty: 4029.441895
	Iteration 2Q: 3 clusters Score -2.56702e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -25674658.000000 Penalty: 4029.441895
	Iteration 3Q: 3 clusters Score -2.567466e+07 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -25683352.000000 Penalty: 4029.441895
	Iteration 4F: 3 clusters Score -2.568335e+07 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187888 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -25698728.000000 Penalty: 4029.441895
	Iteration 5F: 3 clusters Score -2.569873e+07 nChanged 22708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210596 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -25718564.000000 Penalty: 4029.441895
	Iteration 6F: 3 clusters Score -2.571856e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228403 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -25735458.000000 Penalty: 4029.441895
	Iteration 7F: 3 clusters Score -2.573546e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237423 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -25744276.000000 Penalty: 4029.441895
	Iteration 8Q: 3 clusters Score -2.574428e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240674 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25747696.000000 Penalty: 4029.441895
	Iteration 9Q: 3 clusters Score -2.57477e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241600 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -25748724.000000 Penalty: 4029.441895
	Iteration 10Q: 3 clusters Score -2.574872e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25749058.000000 Penalty: 4029.441895
	Iteration 11Q: 3 clusters Score -2.574906e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241972 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25749198.000000 Penalty: 4029.441895
	Iteration 12Q: 3 clusters Score -2.57492e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242017 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -25749310.000000 Penalty: 4029.441895
	Iteration 13Q: 3 clusters Score -2.574931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242047 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25749398.000000 Penalty: 4029.441895
	Iteration 14Q: 3 clusters Score -2.57494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242062 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25749412.000000 Penalty: 4029.441895
	Iteration 15Q: 3 clusters Score -2.574941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242061 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25749422.000000 Penalty: 4029.441895
	Iteration 16Q: 3 clusters Score -2.574942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242064 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25749424.000000 Penalty: 4029.441895
	Iteration 17Q: 3 clusters Score -2.574942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242062 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25749440.000000 Penalty: 4029.441895
	Iteration 18Q: 3 clusters Score -2.574944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242063 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25749444.000000 Penalty: 4029.441895
	Iteration 19Q: 3 clusters Score -2.574944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242064 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25749456.000000 Penalty: 4029.441895
	Iteration 20F: 3 clusters Score -2.574946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242063 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25749458.000000 Penalty: 4029.441895
	Iteration 21Q: 3 clusters Score -2.574946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242063 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25749458.000000 Penalty: 4029.441895
	Iteration 22F: 3 clusters Score -2.574946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Entering Unmasked Estep 
Score: -5502195.500000 Penalty: 1765.813965
	Iteration 0F: 2 clusters Score -5502196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5467202.500000 Penalty: 3531.627930
	Iteration 0F: 3 clusters Score -5467202 nChanged 24475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5480926.500000 Penalty: 3531.627930
	Iteration 1F: 3 clusters Score -5480926 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5481190.500000 Penalty: 3531.627930
	Iteration 2Q: 3 clusters Score -5481190 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5481431.500000 Penalty: 3531.627930
	Iteration 3Q: 3 clusters Score -5481432 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5481699.000000 Penalty: 3531.627930
	Iteration 4Q: 3 clusters Score -5481699 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5481951.000000 Penalty: 3531.627930
	Iteration 5Q: 3 clusters Score -5481951 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5482307.500000 Penalty: 3531.627930
	Iteration 6Q: 3 clusters Score -5482308 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -5482803.500000 Penalty: 3531.627930
	Iteration 7Q: 3 clusters Score -5482804 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -5483666.000000 Penalty: 3531.627930
	Iteration 8Q: 3 clusters Score -5483666 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -5485171.500000 Penalty: 3531.627930
	Iteration 9F: 3 clusters Score -5485172 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5487837.000000 Penalty: 3531.627930
	Iteration 10F: 3 clusters Score -5487837 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5491665.000000 Penalty: 3531.627930
	Iteration 11F: 3 clusters Score -5491665 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -5495842.500000 Penalty: 3531.627930
	Iteration 12F: 3 clusters Score -5495842 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -5498713.500000 Penalty: 3531.627930
	Iteration 13F: 3 clusters Score -5498714 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -5499997.500000 Penalty: 3531.627930
	Iteration 14Q: 3 clusters Score -5499998 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -5500449.500000 Penalty: 3531.627930
	Iteration 15Q: 3 clusters Score -5500450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -5500606.500000 Penalty: 3531.627930
	Iteration 16Q: 3 clusters Score -5500606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -5500651.500000 Penalty: 3531.627930
	Iteration 17Q: 3 clusters Score -5500652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -5500668.000000 Penalty: 3531.627930
	Iteration 18Q: 3 clusters Score -5500668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -5500672.500000 Penalty: 3531.627930
	Iteration 19Q: 3 clusters Score -5500672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -5500671.500000 Penalty: 3531.627930
	Iteration 20F: 3 clusters Score -5500672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -5500673.500000 Penalty: 3531.627930
	Iteration 21Q: 3 clusters Score -5500674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -5500677.000000 Penalty: 3531.627930
	Iteration 22Q: 3 clusters Score -5500677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -5500677.000000 Penalty: 3531.627930
	Iteration 23F: 3 clusters Score -5500677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1099642.000000 Penalty: 1505.056885
	Iteration 0F: 2 clusters Score -1099642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1092133.250000 Penalty: 3010.113770
	Iteration 0F: 3 clusters Score -1092133 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1094664.500000 Penalty: 3010.113770
	Iteration 1F: 3 clusters Score -1094664 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1094918.125000 Penalty: 3010.113770
	Iteration 2F: 3 clusters Score -1094918 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1095112.625000 Penalty: 3010.113770
	Iteration 3Q: 3 clusters Score -1095113 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1095280.250000 Penalty: 3010.113770
	Iteration 4Q: 3 clusters Score -1095280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1095455.250000 Penalty: 3010.113770
	Iteration 5Q: 3 clusters Score -1095455 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1095664.625000 Penalty: 3010.113770
	Iteration 6Q: 3 clusters Score -1095665 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1095899.750000 Penalty: 3010.113770
	Iteration 7Q: 3 clusters Score -1095900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1096159.000000 Penalty: 3010.113770
	Iteration 8Q: 3 clusters Score -1096159 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1096422.875000 Penalty: 3010.113770
	Iteration 9Q: 3 clusters Score -1096423 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1096668.125000 Penalty: 3010.113770
	Iteration 10Q: 3 clusters Score -1096668 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1096941.875000 Penalty: 3010.113770
	Iteration 11Q: 3 clusters Score -1096942 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1097217.000000 Penalty: 3010.113770
	Iteration 12Q: 3 clusters Score -1097217 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1097459.750000 Penalty: 3010.113770
	Iteration 13Q: 3 clusters Score -1097460 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1097662.750000 Penalty: 3010.113770
	Iteration 14Q: 3 clusters Score -1097663 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1097810.750000 Penalty: 3010.113770
	Iteration 15Q: 3 clusters Score -1097811 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1097921.500000 Penalty: 3010.113770
	Iteration 16Q: 3 clusters Score -1097922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1097994.625000 Penalty: 3010.113770
	Iteration 17Q: 3 clusters Score -1097995 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1098075.875000 Penalty: 3010.113770
	Iteration 18Q: 3 clusters Score -1098076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1098150.375000 Penalty: 3010.113770
	Iteration 19Q: 3 clusters Score -1098150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1098220.250000 Penalty: 3010.113770
	Iteration 20F: 3 clusters Score -1098220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1098260.875000 Penalty: 3010.113770
	Iteration 21Q: 3 clusters Score -1098261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1098303.875000 Penalty: 3010.113770
	Iteration 22Q: 3 clusters Score -1098304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1098330.125000 Penalty: 3010.113770
	Iteration 23Q: 3 clusters Score -1098330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1098340.750000 Penalty: 3010.113770
	Iteration 24Q: 3 clusters Score -1098341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1098347.750000 Penalty: 3010.113770
	Iteration 25Q: 3 clusters Score -1098348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1098351.125000 Penalty: 3010.113770
	Iteration 26Q: 3 clusters Score -1098351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1098355.375000 Penalty: 3010.113770
	Iteration 27Q: 3 clusters Score -1098355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1098357.375000 Penalty: 3010.113770
	Iteration 28Q: 3 clusters Score -1098357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1098362.000000 Penalty: 3010.113770
	Iteration 29Q: 3 clusters Score -1098362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1098364.875000 Penalty: 3010.113770
	Iteration 30Q: 3 clusters Score -1098365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1098368.250000 Penalty: 3010.113770
	Iteration 31Q: 3 clusters Score -1098368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1098372.875000 Penalty: 3010.113770
	Iteration 32Q: 3 clusters Score -1098373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1098376.250000 Penalty: 3010.113770
	Iteration 33Q: 3 clusters Score -1098376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1098378.250000 Penalty: 3010.113770
	Iteration 34Q: 3 clusters Score -1098378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1098381.625000 Penalty: 3010.113770
	Iteration 35Q: 3 clusters Score -1098382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1098386.125000 Penalty: 3010.113770
	Iteration 36Q: 3 clusters Score -1098386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1098388.375000 Penalty: 3010.113770
	Iteration 37Q: 3 clusters Score -1098388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1098389.750000 Penalty: 3010.113770
	Iteration 38Q: 3 clusters Score -1098390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1098394.875000 Penalty: 3010.113770
	Iteration 39Q: 3 clusters Score -1098395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1098402.000000 Penalty: 3010.113770
	Iteration 40F: 3 clusters Score -1098402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1098405.250000 Penalty: 3010.113770
	Iteration 41Q: 3 clusters Score -1098405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1098410.125000 Penalty: 3010.113770
	Iteration 42Q: 3 clusters Score -1098410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1098418.375000 Penalty: 3010.113770
	Iteration 43Q: 3 clusters Score -1098418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1098423.000000 Penalty: 3010.113770
	Iteration 44Q: 3 clusters Score -1098423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1098423.250000 Penalty: 3010.113770
	Iteration 45Q: 3 clusters Score -1098423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1098422.500000 Penalty: 3010.113770
	Iteration 46Q: 3 clusters Score -1098422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1098424.625000 Penalty: 3010.113770
	Iteration 47Q: 3 clusters Score -1098425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1098425.625000 Penalty: 3010.113770
	Iteration 48Q: 3 clusters Score -1098426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1098429.375000 Penalty: 3010.113770
	Iteration 49Q: 3 clusters Score -1098429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1098431.875000 Penalty: 3010.113770
	Iteration 50Q: 3 clusters Score -1098432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1098431.625000 Penalty: 3010.113770
	Iteration 51Q: 3 clusters Score -1098432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1098432.750000 Penalty: 3010.113770
	Iteration 52Q: 3 clusters Score -1098433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1098433.625000 Penalty: 3010.113770
	Iteration 53Q: 3 clusters Score -1098434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1098434.750000 Penalty: 3010.113770
	Iteration 54Q: 3 clusters Score -1098435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1098434.750000 Penalty: 3010.113770
	Iteration 55F: 3 clusters Score -1098435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (166879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Entering Unmasked Estep 
Score: -17858680.000000 Penalty: 1954.066406
	Iteration 0F: 2 clusters Score -1.785868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -17751732.000000 Penalty: 3908.132812
	Iteration 0F: 3 clusters Score -1.775173e+07 nChanged 80992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -17799720.000000 Penalty: 3908.132812
	Iteration 1F: 3 clusters Score -1.779972e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -17801012.000000 Penalty: 3908.132812
	Iteration 2Q: 3 clusters Score -1.780101e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -17803000.000000 Penalty: 3908.132812
	Iteration 3Q: 3 clusters Score -1.7803e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -17806392.000000 Penalty: 3908.132812
	Iteration 4Q: 3 clusters Score -1.780639e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -17811670.000000 Penalty: 3908.132812
	Iteration 5F: 3 clusters Score -1.781167e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -17820092.000000 Penalty: 3908.132812
	Iteration 6F: 3 clusters Score -1.782009e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88871 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -17830984.000000 Penalty: 3908.132812
	Iteration 7F: 3 clusters Score -1.783098e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -17840962.000000 Penalty: 3908.132812
	Iteration 8F: 3 clusters Score -1.784096e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -17845892.000000 Penalty: 3908.132812
	Iteration 9F: 3 clusters Score -1.784589e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -17848054.000000 Penalty: 3908.132812
	Iteration 10Q: 3 clusters Score -1.784805e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -17849356.000000 Penalty: 3908.132812
	Iteration 11Q: 3 clusters Score -1.784936e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -17850614.000000 Penalty: 3908.132812
	Iteration 12Q: 3 clusters Score -1.785061e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -17851712.000000 Penalty: 3908.132812
	Iteration 13Q: 3 clusters Score -1.785171e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -17852626.000000 Penalty: 3908.132812
	Iteration 14Q: 3 clusters Score -1.785263e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -17853318.000000 Penalty: 3908.132812
	Iteration 15Q: 3 clusters Score -1.785332e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -17853662.000000 Penalty: 3908.132812
	Iteration 16Q: 3 clusters Score -1.785366e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -17853964.000000 Penalty: 3908.132812
	Iteration 17Q: 3 clusters Score -1.785396e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -17854366.000000 Penalty: 3908.132812
	Iteration 18Q: 3 clusters Score -1.785437e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -17854700.000000 Penalty: 3908.132812
	Iteration 19Q: 3 clusters Score -1.78547e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -17854940.000000 Penalty: 3908.132812
	Iteration 20F: 3 clusters Score -1.785494e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -17855130.000000 Penalty: 3908.132812
	Iteration 21Q: 3 clusters Score -1.785513e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -17855410.000000 Penalty: 3908.132812
	Iteration 22Q: 3 clusters Score -1.785541e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -17855794.000000 Penalty: 3908.132812
	Iteration 23Q: 3 clusters Score -1.785579e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -17856028.000000 Penalty: 3908.132812
	Iteration 24Q: 3 clusters Score -1.785603e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125971 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -17856288.000000 Penalty: 3908.132812
	Iteration 25Q: 3 clusters Score -1.785629e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -17856530.000000 Penalty: 3908.132812
	Iteration 26Q: 3 clusters Score -1.785653e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129086 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -17856842.000000 Penalty: 3908.132812
	Iteration 27Q: 3 clusters Score -1.785684e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -17857156.000000 Penalty: 3908.132812
	Iteration 28Q: 3 clusters Score -1.785716e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -17857492.000000 Penalty: 3908.132812
	Iteration 29Q: 3 clusters Score -1.785749e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -17857724.000000 Penalty: 3908.132812
	Iteration 30Q: 3 clusters Score -1.785772e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135346 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -17858036.000000 Penalty: 3908.132812
	Iteration 31Q: 3 clusters Score -1.785804e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -17858360.000000 Penalty: 3908.132812
	Iteration 32Q: 3 clusters Score -1.785836e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138134 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -17858672.000000 Penalty: 3908.132812
	Iteration 33Q: 3 clusters Score -1.785867e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -17858884.000000 Penalty: 3908.132812
	Iteration 34Q: 3 clusters Score -1.785888e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140530 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -17859118.000000 Penalty: 3908.132812
	Iteration 35Q: 3 clusters Score -1.785912e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -17859312.000000 Penalty: 3908.132812
	Iteration 36Q: 3 clusters Score -1.785931e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -17859424.000000 Penalty: 3908.132812
	Iteration 37Q: 3 clusters Score -1.785942e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -17859586.000000 Penalty: 3908.132812
	Iteration 38Q: 3 clusters Score -1.785959e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144925 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -17859776.000000 Penalty: 3908.132812
	Iteration 39Q: 3 clusters Score -1.785978e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146001 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -17859852.000000 Penalty: 3908.132812
	Iteration 40F: 3 clusters Score -1.785985e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -17860084.000000 Penalty: 3908.132812
	Iteration 41Q: 3 clusters Score -1.786008e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -17860144.000000 Penalty: 3908.132812
	Iteration 42Q: 3 clusters Score -1.786014e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -17860264.000000 Penalty: 3908.132812
	Iteration 43Q: 3 clusters Score -1.786026e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -17860250.000000 Penalty: 3908.132812
	Iteration 44Q: 3 clusters Score -1.786025e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -17860254.000000 Penalty: 3908.132812
	Iteration 45Q: 3 clusters Score -1.786025e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152010 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -17860290.000000 Penalty: 3908.132812
	Iteration 46Q: 3 clusters Score -1.786029e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -17860368.000000 Penalty: 3908.132812
	Iteration 47Q: 3 clusters Score -1.786037e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -17860422.000000 Penalty: 3908.132812
	Iteration 48Q: 3 clusters Score -1.786042e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -17860366.000000 Penalty: 3908.132812
	Iteration 49Q: 3 clusters Score -1.786037e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -17860396.000000 Penalty: 3908.132812
	Iteration 50Q: 3 clusters Score -1.78604e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156169 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -17860484.000000 Penalty: 3908.132812
	Iteration 51Q: 3 clusters Score -1.786048e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -17860420.000000 Penalty: 3908.132812
	Iteration 52Q: 3 clusters Score -1.786042e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -17860336.000000 Penalty: 3908.132812
	Iteration 53Q: 3 clusters Score -1.786034e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158143 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -17860270.000000 Penalty: 3908.132812
	Iteration 54Q: 3 clusters Score -1.786027e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158695 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -17860266.000000 Penalty: 3908.132812
	Iteration 55Q: 3 clusters Score -1.786027e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -17860164.000000 Penalty: 3908.132812
	Iteration 56Q: 3 clusters Score -1.786016e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -17860076.000000 Penalty: 3908.132812
	Iteration 57Q: 3 clusters Score -1.786008e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -17859992.000000 Penalty: 3908.132812
	Iteration 58Q: 3 clusters Score -1.785999e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -17859892.000000 Penalty: 3908.132812
	Iteration 59Q: 3 clusters Score -1.785989e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -17859876.000000 Penalty: 3908.132812
	Iteration 60F: 3 clusters Score -1.785988e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -17859720.000000 Penalty: 3908.132812
	Iteration 61Q: 3 clusters Score -1.785972e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -17859652.000000 Penalty: 3908.132812
	Iteration 62Q: 3 clusters Score -1.785965e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161693 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -17859668.000000 Penalty: 3908.132812
	Iteration 63Q: 3 clusters Score -1.785967e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -17859632.000000 Penalty: 3908.132812
	Iteration 64Q: 3 clusters Score -1.785963e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -17859530.000000 Penalty: 3908.132812
	Iteration 65Q: 3 clusters Score -1.785953e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -17859442.000000 Penalty: 3908.132812
	Iteration 66Q: 3 clusters Score -1.785944e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -17859410.000000 Penalty: 3908.132812
	Iteration 67Q: 3 clusters Score -1.785941e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -17859374.000000 Penalty: 3908.132812
	Iteration 68Q: 3 clusters Score -1.785937e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -17859310.000000 Penalty: 3908.132812
	Iteration 69Q: 3 clusters Score -1.785931e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -17859262.000000 Penalty: 3908.132812
	Iteration 70Q: 3 clusters Score -1.785926e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -17859224.000000 Penalty: 3908.132812
	Iteration 71Q: 3 clusters Score -1.785922e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -17859180.000000 Penalty: 3908.132812
	Iteration 72Q: 3 clusters Score -1.785918e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17859092.000000 Penalty: 3908.132812
	Iteration 73Q: 3 clusters Score -1.785909e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -17859046.000000 Penalty: 3908.132812
	Iteration 74Q: 3 clusters Score -1.785905e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163769 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17859008.000000 Penalty: 3908.132812
	Iteration 75Q: 3 clusters Score -1.785901e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -17858970.000000 Penalty: 3908.132812
	Iteration 76Q: 3 clusters Score -1.785897e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -17858922.000000 Penalty: 3908.132812
	Iteration 77Q: 3 clusters Score -1.785892e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -17858932.000000 Penalty: 3908.132812
	Iteration 78Q: 3 clusters Score -1.785893e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164151 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -17858870.000000 Penalty: 3908.132812
	Iteration 79Q: 3 clusters Score -1.785887e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -17858858.000000 Penalty: 3908.132812
	Iteration 80F: 3 clusters Score -1.785886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -17858846.000000 Penalty: 3908.132812
	Iteration 81Q: 3 clusters Score -1.785885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -17858836.000000 Penalty: 3908.132812
	Iteration 82Q: 3 clusters Score -1.785884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -17858786.000000 Penalty: 3908.132812
	Iteration 83Q: 3 clusters Score -1.785879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17858776.000000 Penalty: 3908.132812
	Iteration 84Q: 3 clusters Score -1.785878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -17858760.000000 Penalty: 3908.132812
	Iteration 85Q: 3 clusters Score -1.785876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17858746.000000 Penalty: 3908.132812
	Iteration 86Q: 3 clusters Score -1.785875e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -17858758.000000 Penalty: 3908.132812
	Iteration 87Q: 3 clusters Score -1.785876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164549 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -17858728.000000 Penalty: 3908.132812
	Iteration 88Q: 3 clusters Score -1.785873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -17858678.000000 Penalty: 3908.132812
	Iteration 89Q: 3 clusters Score -1.785868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17858678.000000 Penalty: 3908.132812
	Iteration 90Q: 3 clusters Score -1.785868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -17858666.000000 Penalty: 3908.132812
	Iteration 91Q: 3 clusters Score -1.785867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17858658.000000 Penalty: 3908.132812
	Iteration 92Q: 3 clusters Score -1.785866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17858656.000000 Penalty: 3908.132812
	Iteration 93Q: 3 clusters Score -1.785866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -17858624.000000 Penalty: 3908.132812
	Iteration 94Q: 3 clusters Score -1.785862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17858602.000000 Penalty: 3908.132812
	Iteration 95Q: 3 clusters Score -1.78586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17858576.000000 Penalty: 3908.132812
	Iteration 96Q: 3 clusters Score -1.785858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17858562.000000 Penalty: 3908.132812
	Iteration 97Q: 3 clusters Score -1.785856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164853 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17858556.000000 Penalty: 3908.132812
	Iteration 98Q: 3 clusters Score -1.785856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17858546.000000 Penalty: 3908.132812
	Iteration 99Q: 3 clusters Score -1.785855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17858548.000000 Penalty: 3908.132812
	Iteration 100F: 3 clusters Score -1.785855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164930 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17858524.000000 Penalty: 3908.132812
	Iteration 101Q: 3 clusters Score -1.785852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164956 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -17858492.000000 Penalty: 3908.132812
	Iteration 102Q: 3 clusters Score -1.785849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17858472.000000 Penalty: 3908.132812
	Iteration 103Q: 3 clusters Score -1.785847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17858476.000000 Penalty: 3908.132812
	Iteration 104Q: 3 clusters Score -1.785848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -17858460.000000 Penalty: 3908.132812
	Iteration 105Q: 3 clusters Score -1.785846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17858460.000000 Penalty: 3908.132812
	Iteration 106Q: 3 clusters Score -1.785846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17858458.000000 Penalty: 3908.132812
	Iteration 107Q: 3 clusters Score -1.785846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165038 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -17858448.000000 Penalty: 3908.132812
	Iteration 108Q: 3 clusters Score -1.785845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -17858454.000000 Penalty: 3908.132812
	Iteration 109Q: 3 clusters Score -1.785845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17858438.000000 Penalty: 3908.132812
	Iteration 110Q: 3 clusters Score -1.785844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17858422.000000 Penalty: 3908.132812
	Iteration 111Q: 3 clusters Score -1.785842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -17858416.000000 Penalty: 3908.132812
	Iteration 112Q: 3 clusters Score -1.785842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -17858422.000000 Penalty: 3908.132812
	Iteration 113Q: 3 clusters Score -1.785842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -17858418.000000 Penalty: 3908.132812
	Iteration 114Q: 3 clusters Score -1.785842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17858418.000000 Penalty: 3908.132812
	Iteration 115Q: 3 clusters Score -1.785842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17858406.000000 Penalty: 3908.132812
	Iteration 116Q: 3 clusters Score -1.785841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -17858410.000000 Penalty: 3908.132812
	Iteration 117Q: 3 clusters Score -1.785841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -17858416.000000 Penalty: 3908.132812
	Iteration 118Q: 3 clusters Score -1.785842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -17858418.000000 Penalty: 3908.132812
	Iteration 119Q: 3 clusters Score -1.785842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -17858398.000000 Penalty: 3908.132812
	Iteration 120F: 3 clusters Score -1.78584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Entering Unmasked Estep 
Score: -17645016.000000 Penalty: 1952.176147
	Iteration 0F: 2 clusters Score -1.764502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -17539254.000000 Penalty: 3904.352295
	Iteration 0F: 3 clusters Score -1.753925e+07 nChanged 79561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -17586354.000000 Penalty: 3904.352295
	Iteration 1F: 3 clusters Score -1.758635e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -17587840.000000 Penalty: 3904.352295
	Iteration 2Q: 3 clusters Score -1.758784e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -17590086.000000 Penalty: 3904.352295
	Iteration 3Q: 3 clusters Score -1.759009e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -17593448.000000 Penalty: 3904.352295
	Iteration 4Q: 3 clusters Score -1.759345e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -17599288.000000 Penalty: 3904.352295
	Iteration 5F: 3 clusters Score -1.759929e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -17607584.000000 Penalty: 3904.352295
	Iteration 6F: 3 clusters Score -1.760758e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -17617442.000000 Penalty: 3904.352295
	Iteration 7F: 3 clusters Score -1.761744e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -17625794.000000 Penalty: 3904.352295
	Iteration 8F: 3 clusters Score -1.762579e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -17630624.000000 Penalty: 3904.352295
	Iteration 9Q: 3 clusters Score -1.763062e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -17633082.000000 Penalty: 3904.352295
	Iteration 10Q: 3 clusters Score -1.763308e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
Score: -17634460.000000 Penalty: 3904.352295
	Iteration 11Q: 3 clusters Score -1.763446e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -17635626.000000 Penalty: 3904.352295
	Iteration 12Q: 3 clusters Score -1.763563e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 137147 members 
Entering Unmasked Estep 
Score: -17636666.000000 Penalty: 3904.352295
	Iteration 13Q: 3 clusters Score -1.763667e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -17637664.000000 Penalty: 3904.352295
	Iteration 14Q: 3 clusters Score -1.763766e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -17638370.000000 Penalty: 3904.352295
	Iteration 15Q: 3 clusters Score -1.763837e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -17639156.000000 Penalty: 3904.352295
	Iteration 16Q: 3 clusters Score -1.763916e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -17639892.000000 Penalty: 3904.352295
	Iteration 17Q: 3 clusters Score -1.763989e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -17640490.000000 Penalty: 3904.352295
	Iteration 18Q: 3 clusters Score -1.764049e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 149931 members 
Entering Unmasked Estep 
Score: -17641000.000000 Penalty: 3904.352295
	Iteration 19Q: 3 clusters Score -1.7641e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -17641364.000000 Penalty: 3904.352295
	Iteration 20F: 3 clusters Score -1.764136e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -17641650.000000 Penalty: 3904.352295
	Iteration 21Q: 3 clusters Score -1.764165e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -17641876.000000 Penalty: 3904.352295
	Iteration 22Q: 3 clusters Score -1.764188e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -17642016.000000 Penalty: 3904.352295
	Iteration 23Q: 3 clusters Score -1.764202e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 157654 members 
Entering Unmasked Estep 
Score: -17642186.000000 Penalty: 3904.352295
	Iteration 24Q: 3 clusters Score -1.764219e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -17642520.000000 Penalty: 3904.352295
	Iteration 25Q: 3 clusters Score -1.764252e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -17642642.000000 Penalty: 3904.352295
	Iteration 26Q: 3 clusters Score -1.764264e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -17642810.000000 Penalty: 3904.352295
	Iteration 27Q: 3 clusters Score -1.764281e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -17642920.000000 Penalty: 3904.352295
	Iteration 28Q: 3 clusters Score -1.764292e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -17642998.000000 Penalty: 3904.352295
	Iteration 29Q: 3 clusters Score -1.7643e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -17643110.000000 Penalty: 3904.352295
	Iteration 30Q: 3 clusters Score -1.764311e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -17643196.000000 Penalty: 3904.352295
	Iteration 31Q: 3 clusters Score -1.76432e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -17643244.000000 Penalty: 3904.352295
	Iteration 32Q: 3 clusters Score -1.764324e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -17643292.000000 Penalty: 3904.352295
	Iteration 33Q: 3 clusters Score -1.764329e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 163682 members 
Entering Unmasked Estep 
Score: -17643306.000000 Penalty: 3904.352295
	Iteration 34Q: 3 clusters Score -1.764331e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -17643330.000000 Penalty: 3904.352295
	Iteration 35Q: 3 clusters Score -1.764333e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -17643374.000000 Penalty: 3904.352295
	Iteration 36Q: 3 clusters Score -1.764337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -17643394.000000 Penalty: 3904.352295
	Iteration 37Q: 3 clusters Score -1.764339e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -17643408.000000 Penalty: 3904.352295
	Iteration 38Q: 3 clusters Score -1.764341e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -17643408.000000 Penalty: 3904.352295
	Iteration 39Q: 3 clusters Score -1.764341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 164081 members 
Entering Unmasked Estep 
Score: -17643430.000000 Penalty: 3904.352295
	Iteration 40F: 3 clusters Score -1.764343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -17643434.000000 Penalty: 3904.352295
	Iteration 41Q: 3 clusters Score -1.764343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -17643442.000000 Penalty: 3904.352295
	Iteration 42Q: 3 clusters Score -1.764344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 164143 members 
Entering Unmasked Estep 
Score: -17643460.000000 Penalty: 3904.352295
	Iteration 43Q: 3 clusters Score -1.764346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -17643462.000000 Penalty: 3904.352295
	Iteration 44Q: 3 clusters Score -1.764346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -17643456.000000 Penalty: 3904.352295
	Iteration 45Q: 3 clusters Score -1.764346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -17643450.000000 Penalty: 3904.352295
	Iteration 46Q: 3 clusters Score -1.764345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -17643452.000000 Penalty: 3904.352295
	Iteration 47Q: 3 clusters Score -1.764345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -17643444.000000 Penalty: 3904.352295
	Iteration 48Q: 3 clusters Score -1.764344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -17643456.000000 Penalty: 3904.352295
	Iteration 49Q: 3 clusters Score -1.764346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -17643458.000000 Penalty: 3904.352295
	Iteration 50Q: 3 clusters Score -1.764346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 164247 members 
Entering Unmasked Estep 
Score: -17643452.000000 Penalty: 3904.352295
	Iteration 51Q: 3 clusters Score -1.764345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 164250 members 
Entering Unmasked Estep 
Score: -17643450.000000 Penalty: 3904.352295
	Iteration 52Q: 3 clusters Score -1.764345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -17643440.000000 Penalty: 3904.352295
	Iteration 53Q: 3 clusters Score -1.764344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -17643442.000000 Penalty: 3904.352295
	Iteration 54Q: 3 clusters Score -1.764344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -17643446.000000 Penalty: 3904.352295
	Iteration 55Q: 3 clusters Score -1.764345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -17643450.000000 Penalty: 3904.352295
	Iteration 56Q: 3 clusters Score -1.764345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 164272 members 
Entering Unmasked Estep 
Score: -17643460.000000 Penalty: 3904.352295
	Iteration 57Q: 3 clusters Score -1.764346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -17643470.000000 Penalty: 3904.352295
	Iteration 58Q: 3 clusters Score -1.764347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 164278 members 
Entering Unmasked Estep 
Score: -17643474.000000 Penalty: 3904.352295
	Iteration 59Q: 3 clusters Score -1.764347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 164281 members 
Entering Unmasked Estep 
Score: -17643482.000000 Penalty: 3904.352295
	Iteration 60F: 3 clusters Score -1.764348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 164285 members 
Entering Unmasked Estep 
Score: -17643484.000000 Penalty: 3904.352295
	Iteration 61Q: 3 clusters Score -1.764348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -17643476.000000 Penalty: 3904.352295
	Iteration 62Q: 3 clusters Score -1.764348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -17643494.000000 Penalty: 3904.352295
	Iteration 63Q: 3 clusters Score -1.764349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -17643496.000000 Penalty: 3904.352295
	Iteration 64Q: 3 clusters Score -1.76435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -17643504.000000 Penalty: 3904.352295
	Iteration 65Q: 3 clusters Score -1.76435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -17643504.000000 Penalty: 3904.352295
	Iteration 66Q: 3 clusters Score -1.76435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -17643514.000000 Penalty: 3904.352295
	Iteration 67Q: 3 clusters Score -1.764351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -17643512.000000 Penalty: 3904.352295
	Iteration 68Q: 3 clusters Score -1.764351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -17643504.000000 Penalty: 3904.352295
	Iteration 69Q: 3 clusters Score -1.76435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 164316 members 
Entering Unmasked Estep 
Score: -17643506.000000 Penalty: 3904.352295
	Iteration 70Q: 3 clusters Score -1.764351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -17643496.000000 Penalty: 3904.352295
	Iteration 71Q: 3 clusters Score -1.76435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -17643502.000000 Penalty: 3904.352295
	Iteration 72Q: 3 clusters Score -1.76435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -17643498.000000 Penalty: 3904.352295
	Iteration 73Q: 3 clusters Score -1.76435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -17643504.000000 Penalty: 3904.352295
	Iteration 74Q: 3 clusters Score -1.76435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 164318 members 
Entering Unmasked Estep 
Score: -17643504.000000 Penalty: 3904.352295
	Iteration 75F: 3 clusters Score -1.76435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Entering Unmasked Estep 
Score: -3121681.000000 Penalty: 1674.379395
	Iteration 0F: 2 clusters Score -3121681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3101472.750000 Penalty: 3348.758789
	Iteration 0F: 3 clusters Score -3101473 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3109531.000000 Penalty: 3348.758789
	Iteration 1F: 3 clusters Score -3109531 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3110227.000000 Penalty: 3348.758789
	Iteration 2Q: 3 clusters Score -3110227 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3111138.500000 Penalty: 3348.758789
	Iteration 3F: 3 clusters Score -3111138 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3112310.750000 Penalty: 3348.758789
	Iteration 4F: 3 clusters Score -3112311 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3113719.000000 Penalty: 3348.758789
	Iteration 5F: 3 clusters Score -3113719 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3115140.750000 Penalty: 3348.758789
	Iteration 6F: 3 clusters Score -3115141 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3116294.000000 Penalty: 3348.758789
	Iteration 7F: 3 clusters Score -3116294 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3117157.750000 Penalty: 3348.758789
	Iteration 8Q: 3 clusters Score -3117158 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3117817.000000 Penalty: 3348.758789
	Iteration 9Q: 3 clusters Score -3117817 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3118205.750000 Penalty: 3348.758789
	Iteration 10Q: 3 clusters Score -3118206 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3118484.750000 Penalty: 3348.758789
	Iteration 11Q: 3 clusters Score -3118485 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3118744.000000 Penalty: 3348.758789
	Iteration 12Q: 3 clusters Score -3118744 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3118914.250000 Penalty: 3348.758789
	Iteration 13Q: 3 clusters Score -3118914 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3119076.000000 Penalty: 3348.758789
	Iteration 14Q: 3 clusters Score -3119076 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3119217.000000 Penalty: 3348.758789
	Iteration 15Q: 3 clusters Score -3119217 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3119361.750000 Penalty: 3348.758789
	Iteration 16Q: 3 clusters Score -3119362 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3119478.250000 Penalty: 3348.758789
	Iteration 17Q: 3 clusters Score -3119478 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3119578.000000 Penalty: 3348.758789
	Iteration 18Q: 3 clusters Score -3119578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3119689.500000 Penalty: 3348.758789
	Iteration 19Q: 3 clusters Score -3119690 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3119768.000000 Penalty: 3348.758789
	Iteration 20F: 3 clusters Score -3119768 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3119894.750000 Penalty: 3348.758789
	Iteration 21Q: 3 clusters Score -3119895 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3119993.500000 Penalty: 3348.758789
	Iteration 22Q: 3 clusters Score -3119994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3120071.250000 Penalty: 3348.758789
	Iteration 23Q: 3 clusters Score -3120071 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3120140.000000 Penalty: 3348.758789
	Iteration 24Q: 3 clusters Score -3120140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3120203.750000 Penalty: 3348.758789
	Iteration 25Q: 3 clusters Score -3120204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3120255.750000 Penalty: 3348.758789
	Iteration 26Q: 3 clusters Score -3120256 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3120298.000000 Penalty: 3348.758789
	Iteration 27Q: 3 clusters Score -3120298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3120334.500000 Penalty: 3348.758789
	Iteration 28Q: 3 clusters Score -3120334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3120358.500000 Penalty: 3348.758789
	Iteration 29Q: 3 clusters Score -3120358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3120388.250000 Penalty: 3348.758789
	Iteration 30Q: 3 clusters Score -3120388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3120407.500000 Penalty: 3348.758789
	Iteration 31Q: 3 clusters Score -3120408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3120416.500000 Penalty: 3348.758789
	Iteration 32Q: 3 clusters Score -3120416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3120428.750000 Penalty: 3348.758789
	Iteration 33Q: 3 clusters Score -3120429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3120436.750000 Penalty: 3348.758789
	Iteration 34Q: 3 clusters Score -3120437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3120451.250000 Penalty: 3348.758789
	Iteration 35Q: 3 clusters Score -3120451 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3120458.500000 Penalty: 3348.758789
	Iteration 36Q: 3 clusters Score -3120458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3120462.000000 Penalty: 3348.758789
	Iteration 37Q: 3 clusters Score -3120462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3120477.750000 Penalty: 3348.758789
	Iteration 38Q: 3 clusters Score -3120478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3120478.000000 Penalty: 3348.758789
	Iteration 39Q: 3 clusters Score -3120478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3120486.000000 Penalty: 3348.758789
	Iteration 40F: 3 clusters Score -3120486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3120496.750000 Penalty: 3348.758789
	Iteration 41Q: 3 clusters Score -3120497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3120503.750000 Penalty: 3348.758789
	Iteration 42Q: 3 clusters Score -3120504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3120502.750000 Penalty: 3348.758789
	Iteration 43Q: 3 clusters Score -3120503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3120509.250000 Penalty: 3348.758789
	Iteration 44Q: 3 clusters Score -3120509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3120514.750000 Penalty: 3348.758789
	Iteration 45Q: 3 clusters Score -3120515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3120511.750000 Penalty: 3348.758789
	Iteration 46Q: 3 clusters Score -3120512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3120517.750000 Penalty: 3348.758789
	Iteration 47Q: 3 clusters Score -3120518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3120522.750000 Penalty: 3348.758789
	Iteration 48Q: 3 clusters Score -3120523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3120526.250000 Penalty: 3348.758789
	Iteration 49Q: 3 clusters Score -3120526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3120531.750000 Penalty: 3348.758789
	Iteration 50Q: 3 clusters Score -3120532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3120524.750000 Penalty: 3348.758789
	Iteration 51Q: 3 clusters Score -3120525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3120526.500000 Penalty: 3348.758789
	Iteration 52Q: 3 clusters Score -3120526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3120533.000000 Penalty: 3348.758789
	Iteration 53Q: 3 clusters Score -3120533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3120536.250000 Penalty: 3348.758789
	Iteration 54Q: 3 clusters Score -3120536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3120536.750000 Penalty: 3348.758789
	Iteration 55Q: 3 clusters Score -3120537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3120536.250000 Penalty: 3348.758789
	Iteration 56Q: 3 clusters Score -3120536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3120536.250000 Penalty: 3348.758789
	Iteration 57F: 3 clusters Score -3120536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -166601.343750 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -166601.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -164781.781250 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -164781.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165205.234375 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -165205.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165380.843750 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -165380.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -165519.281250 Penalty: 2409.736084
	Iteration 3F: 3 clusters Score -165519.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -165642.593750 Penalty: 2409.736084
	Iteration 4F: 3 clusters Score -165642.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165735.687500 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -165735.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165812.703125 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -165812.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -165870.250000 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -165870.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -165900.265625 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -165900.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -165920.296875 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -165920.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -165928.937500 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -165928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -165933.843750 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -165933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -165937.062500 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -165937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165939.843750 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -165939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165939.843750 Penalty: 2409.736084
	Iteration 14F: 3 clusters Score -165939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -1177513.375000 Penalty: 1518.029419
	Iteration 0F: 2 clusters Score -1177513 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 5691 members 
Entering Unmasked Estep 
Score: -1169455.125000 Penalty: 3036.058838
	Iteration 0F: 3 clusters Score -1169455 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1172243.125000 Penalty: 3036.058838
	Iteration 1F: 3 clusters Score -1172243 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1172639.000000 Penalty: 3036.058838
	Iteration 2F: 3 clusters Score -1172639 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1173057.875000 Penalty: 3036.058838
	Iteration 3F: 3 clusters Score -1173058 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1173494.500000 Penalty: 3036.058838
	Iteration 4F: 3 clusters Score -1173494 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1173973.125000 Penalty: 3036.058838
	Iteration 5F: 3 clusters Score -1173973 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1174439.750000 Penalty: 3036.058838
	Iteration 6F: 3 clusters Score -1174440 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1174812.125000 Penalty: 3036.058838
	Iteration 7F: 3 clusters Score -1174812 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1175052.875000 Penalty: 3036.058838
	Iteration 8Q: 3 clusters Score -1175053 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1175184.500000 Penalty: 3036.058838
	Iteration 9Q: 3 clusters Score -1175184 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1175256.125000 Penalty: 3036.058838
	Iteration 10Q: 3 clusters Score -1175256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1175300.250000 Penalty: 3036.058838
	Iteration 11Q: 3 clusters Score -1175300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1175328.625000 Penalty: 3036.058838
	Iteration 12Q: 3 clusters Score -1175329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1175358.375000 Penalty: 3036.058838
	Iteration 13Q: 3 clusters Score -1175358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1175380.625000 Penalty: 3036.058838
	Iteration 14Q: 3 clusters Score -1175381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1175403.500000 Penalty: 3036.058838
	Iteration 15Q: 3 clusters Score -1175404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1175426.000000 Penalty: 3036.058838
	Iteration 16Q: 3 clusters Score -1175426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1175459.250000 Penalty: 3036.058838
	Iteration 17Q: 3 clusters Score -1175459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1175482.375000 Penalty: 3036.058838
	Iteration 18Q: 3 clusters Score -1175482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1175506.500000 Penalty: 3036.058838
	Iteration 19Q: 3 clusters Score -1175506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1175529.625000 Penalty: 3036.058838
	Iteration 20F: 3 clusters Score -1175530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1175554.250000 Penalty: 3036.058838
	Iteration 21Q: 3 clusters Score -1175554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1175577.750000 Penalty: 3036.058838
	Iteration 22Q: 3 clusters Score -1175578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1175591.750000 Penalty: 3036.058838
	Iteration 23Q: 3 clusters Score -1175592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1175615.250000 Penalty: 3036.058838
	Iteration 24Q: 3 clusters Score -1175615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1175640.750000 Penalty: 3036.058838
	Iteration 25Q: 3 clusters Score -1175641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1175662.125000 Penalty: 3036.058838
	Iteration 26Q: 3 clusters Score -1175662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1175684.000000 Penalty: 3036.058838
	Iteration 27Q: 3 clusters Score -1175684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1175715.750000 Penalty: 3036.058838
	Iteration 28Q: 3 clusters Score -1175716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1175742.625000 Penalty: 3036.058838
	Iteration 29Q: 3 clusters Score -1175743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1175782.750000 Penalty: 3036.058838
	Iteration 30Q: 3 clusters Score -1175783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1175822.750000 Penalty: 3036.058838
	Iteration 31Q: 3 clusters Score -1175823 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1175858.500000 Penalty: 3036.058838
	Iteration 32Q: 3 clusters Score -1175858 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1175897.375000 Penalty: 3036.058838
	Iteration 33Q: 3 clusters Score -1175897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1175933.500000 Penalty: 3036.058838
	Iteration 34Q: 3 clusters Score -1175934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1175974.625000 Penalty: 3036.058838
	Iteration 35Q: 3 clusters Score -1175975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1176016.250000 Penalty: 3036.058838
	Iteration 36Q: 3 clusters Score -1176016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1176056.500000 Penalty: 3036.058838
	Iteration 37Q: 3 clusters Score -1176056 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1176104.250000 Penalty: 3036.058838
	Iteration 38Q: 3 clusters Score -1176104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1176157.500000 Penalty: 3036.058838
	Iteration 39Q: 3 clusters Score -1176158 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1176233.125000 Penalty: 3036.058838
	Iteration 40F: 3 clusters Score -1176233 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1176314.250000 Penalty: 3036.058838
	Iteration 41Q: 3 clusters Score -1176314 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1176403.875000 Penalty: 3036.058838
	Iteration 42Q: 3 clusters Score -1176404 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1176487.250000 Penalty: 3036.058838
	Iteration 43Q: 3 clusters Score -1176487 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1176566.375000 Penalty: 3036.058838
	Iteration 44Q: 3 clusters Score -1176566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1176638.750000 Penalty: 3036.058838
	Iteration 45Q: 3 clusters Score -1176639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1176705.875000 Penalty: 3036.058838
	Iteration 46Q: 3 clusters Score -1176706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1176752.000000 Penalty: 3036.058838
	Iteration 47Q: 3 clusters Score -1176752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1176788.250000 Penalty: 3036.058838
	Iteration 48Q: 3 clusters Score -1176788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1176816.875000 Penalty: 3036.058838
	Iteration 49Q: 3 clusters Score -1176817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1176845.875000 Penalty: 3036.058838
	Iteration 50Q: 3 clusters Score -1176846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1176869.875000 Penalty: 3036.058838
	Iteration 51Q: 3 clusters Score -1176870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1176894.250000 Penalty: 3036.058838
	Iteration 52Q: 3 clusters Score -1176894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1176915.000000 Penalty: 3036.058838
	Iteration 53Q: 3 clusters Score -1176915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1176930.625000 Penalty: 3036.058838
	Iteration 54Q: 3 clusters Score -1176931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1176944.625000 Penalty: 3036.058838
	Iteration 55Q: 3 clusters Score -1176945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1176956.250000 Penalty: 3036.058838
	Iteration 56Q: 3 clusters Score -1176956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1176961.750000 Penalty: 3036.058838
	Iteration 57Q: 3 clusters Score -1176962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1176964.375000 Penalty: 3036.058838
	Iteration 58Q: 3 clusters Score -1176964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1176971.750000 Penalty: 3036.058838
	Iteration 59Q: 3 clusters Score -1176972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1176975.500000 Penalty: 3036.058838
	Iteration 60F: 3 clusters Score -1176976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1176978.375000 Penalty: 3036.058838
	Iteration 61Q: 3 clusters Score -1176978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1176980.625000 Penalty: 3036.058838
	Iteration 62Q: 3 clusters Score -1176981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1176983.125000 Penalty: 3036.058838
	Iteration 63Q: 3 clusters Score -1176983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1176986.125000 Penalty: 3036.058838
	Iteration 64Q: 3 clusters Score -1176986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1176986.250000 Penalty: 3036.058838
	Iteration 65Q: 3 clusters Score -1176986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1176988.000000 Penalty: 3036.058838
	Iteration 66Q: 3 clusters Score -1176988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1176989.750000 Penalty: 3036.058838
	Iteration 67Q: 3 clusters Score -1176990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1176993.375000 Penalty: 3036.058838
	Iteration 68Q: 3 clusters Score -1176993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1176993.125000 Penalty: 3036.058838
	Iteration 69Q: 3 clusters Score -1176993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1176995.250000 Penalty: 3036.058838
	Iteration 70Q: 3 clusters Score -1176995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1176994.875000 Penalty: 3036.058838
	Iteration 71Q: 3 clusters Score -1176995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1176995.875000 Penalty: 3036.058838
	Iteration 72Q: 3 clusters Score -1176996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1176996.250000 Penalty: 3036.058838
	Iteration 73Q: 3 clusters Score -1176996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1176996.250000 Penalty: 3036.058838
	Iteration 74F: 3 clusters Score -1176996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11181.333008 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11181.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11354.201172 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11425.083984 Penalty: 1624.093994
	Iteration 2F: 3 clusters Score -11425.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11479.650391 Penalty: 1624.093994
	Iteration 3F: 3 clusters Score -11479.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11493.300781 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11507.681641 Penalty: 1624.093994
	Iteration 5Q: 3 clusters Score -11507.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11514.285156 Penalty: 1624.093994
	Iteration 6Q: 3 clusters Score -11514.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11514.285156 Penalty: 1624.093994
	Iteration 7F: 3 clusters Score -11514.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -134434.625000 Penalty: 1167.625366
	Iteration 0F: 2 clusters Score -134434.6 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 654 members 
Entering Unmasked Estep 
Score: -132777.343750 Penalty: 2335.250732
	Iteration 0F: 3 clusters Score -132777.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133099.687500 Penalty: 2335.250732
	Iteration 1F: 3 clusters Score -133099.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133178.781250 Penalty: 2335.250732
	Iteration 2F: 3 clusters Score -133178.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133225.781250 Penalty: 2335.250732
	Iteration 3Q: 3 clusters Score -133225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133247.828125 Penalty: 2335.250732
	Iteration 4Q: 3 clusters Score -133247.8 nChanged 23
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: -133266.546875 Penalty: 2335.250732
	Iteration 5Q: 3 clusters Score -133266.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133281.984375 Penalty: 2335.250732
	Iteration 6Q: 3 clusters Score -133282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133290.375000 Penalty: 2335.250732
	Iteration 7Q: 3 clusters Score -133290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133296.546875 Penalty: 2335.250732
	Iteration 8Q: 3 clusters Score -133296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133301.703125 Penalty: 2335.250732
	Iteration 9Q: 3 clusters Score -133301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133303.281250 Penalty: 2335.250732
	Iteration 10Q: 3 clusters Score -133303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133304.484375 Penalty: 2335.250732
	Iteration 11Q: 3 clusters Score -133304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133304.484375 Penalty: 2335.250732
	Iteration 12F: 3 clusters Score -133304.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1186772.875000 Penalty: 1509.772217
	Iteration 0F: 2 clusters Score -1186773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1179053.375000 Penalty: 3019.544434
	Iteration 0F: 3 clusters Score -1179053 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1181585.500000 Penalty: 3019.544434
	Iteration 1F: 3 clusters Score -1181586 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1181890.875000 Penalty: 3019.544434
	Iteration 2F: 3 clusters Score -1181891 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1182143.375000 Penalty: 3019.544434
	Iteration 3F: 3 clusters Score -1182143 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1182378.375000 Penalty: 3019.544434
	Iteration 4Q: 3 clusters Score -1182378 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1182649.875000 Penalty: 3019.544434
	Iteration 5Q: 3 clusters Score -1182650 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1182897.125000 Penalty: 3019.544434
	Iteration 6Q: 3 clusters Score -1182897 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1183140.000000 Penalty: 3019.544434
	Iteration 7Q: 3 clusters Score -1183140 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1183445.875000 Penalty: 3019.544434
	Iteration 8Q: 3 clusters Score -1183446 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1183815.250000 Penalty: 3019.544434
	Iteration 9Q: 3 clusters Score -1183815 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1184146.375000 Penalty: 3019.544434
	Iteration 10F: 3 clusters Score -1184146 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1184383.625000 Penalty: 3019.544434
	Iteration 11Q: 3 clusters Score -1184384 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1184507 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1184572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1184620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1184673.250000 Penalty: 3019.544434
	Iteration 15Q: 3 clusters Score -1184673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1184704.625000 Penalty: 3019.544434
	Iteration 16Q: 3 clusters Score -1184705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1184734.000000 Penalty: 3019.544434
	Iteration 17Q: 3 clusters Score -1184734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1184746.250000 Penalty: 3019.544434
	Iteration 18Q: 3 clusters Score -1184746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1184760.625000 Penalty: 3019.544434
	Iteration 19Q: 3 clusters Score -1184761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1184774.500000 Penalty: 3019.544434
	Iteration 20F: 3 clusters Score -1184774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1184782.625000 Penalty: 3019.544434
	Iteration 21Q: 3 clusters Score -1184783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1184792.250000 Penalty: 3019.544434
	Iteration 22Q: 3 clusters Score -1184792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1184800.875000 Penalty: 3019.544434
	Iteration 23Q: 3 clusters Score -1184801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1184808.250000 Penalty: 3019.544434
	Iteration 24Q: 3 clusters Score -1184808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1184819.625000 Penalty: 3019.544434
	Iteration 25Q: 3 clusters Score -1184820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1184830.000000 Penalty: 3019.544434
	Iteration 26Q: 3 clusters Score -1184830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1184840.250000 Penalty: 3019.544434
	Iteration 27Q: 3 clusters Score -1184840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1184848.750000 Penalty: 3019.544434
	Iteration 28Q: 3 clusters Score -1184849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1184864.375000 Penalty: 3019.544434
	Iteration 29Q: 3 clusters Score -1184864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1184875.000000 Penalty: 3019.544434
	Iteration 30Q: 3 clusters Score -1184875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1184886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1184899.500000 Penalty: 3019.544434
	Iteration 32Q: 3 clusters Score -1184900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1184906.625000 Penalty: 3019.544434
	Iteration 33Q: 3 clusters Score -1184907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1184921.000000 Penalty: 3019.544434
	Iteration 34Q: 3 clusters Score -1184921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1184929.375000 Penalty: 3019.544434
	Iteration 35Q: 3 clusters Score -1184929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1184935.625000 Penalty: 3019.544434
	Iteration 36Q: 3 clusters Score -1184936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1184944.750000 Penalty: 3019.544434
	Iteration 37Q: 3 clusters Score -1184945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1184949.250000 Penalty: 3019.544434
	Iteration 38Q: 3 clusters Score -1184949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1184956.500000 Penalty: 3019.544434
	Iteration 39Q: 3 clusters Score -1184956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1184961.750000 Penalty: 3019.544434
	Iteration 40F: 3 clusters Score -1184962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1184964.000000 Penalty: 3019.544434
	Iteration 41Q: 3 clusters Score -1184964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1184969.625000 Penalty: 3019.544434
	Iteration 42Q: 3 clusters Score -1184970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1184971.000000 Penalty: 3019.544434
	Iteration 43Q: 3 clusters Score -1184971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1184976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1184975.500000 Penalty: 3019.544434
	Iteration 45Q: 3 clusters Score -1184976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1184979.500000 Penalty: 3019.544434
	Iteration 46Q: 3 clusters Score -1184980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1184981.250000 Penalty: 3019.544434
	Iteration 47Q: 3 clusters Score -1184981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1184981.875000 Penalty: 3019.544434
	Iteration 48Q: 3 clusters Score -1184982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1184990.875000 Penalty: 3019.544434
	Iteration 49Q: 3 clusters Score -1184991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1184994.625000 Penalty: 3019.544434
	Iteration 50Q: 3 clusters Score -1184995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1184994.125000 Penalty: 3019.544434
	Iteration 51Q: 3 clusters Score -1184994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1185001.125000 Penalty: 3019.544434
	Iteration 52Q: 3 clusters Score -1185001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1185006.000000 Penalty: 3019.544434
	Iteration 53Q: 3 clusters Score -1185006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1185016.250000 Penalty: 3019.544434
	Iteration 54Q: 3 clusters Score -1185016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1185016.750000 Penalty: 3019.544434
	Iteration 55Q: 3 clusters Score -1185017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1185022.375000 Penalty: 3019.544434
	Iteration 56Q: 3 clusters Score -1185022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1185022.625000 Penalty: 3019.544434
	Iteration 57Q: 3 clusters Score -1185023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1185029.000000 Penalty: 3019.544434
	Iteration 58Q: 3 clusters Score -1185029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1185032.875000 Penalty: 3019.544434
	Iteration 59Q: 3 clusters Score -1185033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1185038.875000 Penalty: 3019.544434
	Iteration 60F: 3 clusters Score -1185039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1185044.875000 Penalty: 3019.544434
	Iteration 61Q: 3 clusters Score -1185045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1185052.375000 Penalty: 3019.544434
	Iteration 62Q: 3 clusters Score -1185052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1185062.500000 Penalty: 3019.544434
	Iteration 63Q: 3 clusters Score -1185062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1185065.750000 Penalty: 3019.544434
	Iteration 64Q: 3 clusters Score -1185066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1185066.625000 Penalty: 3019.544434
	Iteration 65Q: 3 clusters Score -1185067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1185070.875000 Penalty: 3019.544434
	Iteration 66Q: 3 clusters Score -1185071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1185073.875000 Penalty: 3019.544434
	Iteration 67Q: 3 clusters Score -1185074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1185075.125000 Penalty: 3019.544434
	Iteration 68Q: 3 clusters Score -1185075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1185077.250000 Penalty: 3019.544434
	Iteration 69Q: 3 clusters Score -1185077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1185078.000000 Penalty: 3019.544434
	Iteration 70Q: 3 clusters Score -1185078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1185077.625000 Penalty: 3019.544434
	Iteration 71Q: 3 clusters Score -1185078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1185078.500000 Penalty: 3019.544434
	Iteration 72Q: 3 clusters Score -1185078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1185082.125000 Penalty: 3019.544434
	Iteration 73Q: 3 clusters Score -1185082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1185085.375000 Penalty: 3019.544434
	Iteration 74Q: 3 clusters Score -1185085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1185088.000000 Penalty: 3019.544434
	Iteration 75Q: 3 clusters Score -1185088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1185090.125000 Penalty: 3019.544434
	Iteration 76Q: 3 clusters Score -1185090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1185087.000000 Penalty: 3019.544434
	Iteration 77Q: 3 clusters Score -1185087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1185089.750000 Penalty: 3019.544434
	Iteration 78Q: 3 clusters Score -1185090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1185093.500000 Penalty: 3019.544434
	Iteration 79Q: 3 clusters Score -1185094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1185094.250000 Penalty: 3019.544434
	Iteration 80F: 3 clusters Score -1185094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1185094.000000 Penalty: 3019.544434
	Iteration 81Q: 3 clusters Score -1185094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1185094.750000 Penalty: 3019.544434
	Iteration 82Q: 3 clusters Score -1185095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1185099.875000 Penalty: 3019.544434
	Iteration 83Q: 3 clusters Score -1185100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1185104.750000 Penalty: 3019.544434
	Iteration 84Q: 3 clusters Score -1185105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1185106.375000 Penalty: 3019.544434
	Iteration 85Q: 3 clusters Score -1185106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1185109.000000 Penalty: 3019.544434
	Iteration 86Q: 3 clusters Score -1185109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1185110.375000 Penalty: 3019.544434
	Iteration 87Q: 3 clusters Score -1185110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1185115.000000 Penalty: 3019.544434
	Iteration 88Q: 3 clusters Score -1185115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1185119.875000 Penalty: 3019.544434
	Iteration 89Q: 3 clusters Score -1185120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1185128.375000 Penalty: 3019.544434
	Iteration 90Q: 3 clusters Score -1185128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1185129.250000 Penalty: 3019.544434
	Iteration 91Q: 3 clusters Score -1185129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1185131.125000 Penalty: 3019.544434
	Iteration 92Q: 3 clusters Score -1185131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1185133.125000 Penalty: 3019.544434
	Iteration 93Q: 3 clusters Score -1185133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1185137.500000 Penalty: 3019.544434
	Iteration 94Q: 3 clusters Score -1185138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1185141.375000 Penalty: 3019.544434
	Iteration 95Q: 3 clusters Score -1185141 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1185143.125000 Penalty: 3019.544434
	Iteration 96Q: 3 clusters Score -1185143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1185143.500000 Penalty: 3019.544434
	Iteration 97Q: 3 clusters Score -1185144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1185144.375000 Penalty: 3019.544434
	Iteration 98Q: 3 clusters Score -1185144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1185145.750000 Penalty: 3019.544434
	Iteration 99Q: 3 clusters Score -1185146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1185146.125000 Penalty: 3019.544434
	Iteration 100F: 3 clusters Score -1185146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1185146.875000 Penalty: 3019.544434
	Iteration 101Q: 3 clusters Score -1185147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1185147.750000 Penalty: 3019.544434
	Iteration 102Q: 3 clusters Score -1185148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1185148.250000 Penalty: 3019.544434
	Iteration 103Q: 3 clusters Score -1185148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1185150.250000 Penalty: 3019.544434
	Iteration 104Q: 3 clusters Score -1185150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1185156.500000 Penalty: 3019.544434
	Iteration 105Q: 3 clusters Score -1185156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1185159.500000 Penalty: 3019.544434
	Iteration 106Q: 3 clusters Score -1185160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1185160.125000 Penalty: 3019.544434
	Iteration 107Q: 3 clusters Score -1185160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1185165.625000 Penalty: 3019.544434
	Iteration 108Q: 3 clusters Score -1185166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1185174.500000 Penalty: 3019.544434
	Iteration 109Q: 3 clusters Score -1185174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1185180.000000 Penalty: 3019.544434
	Iteration 110Q: 3 clusters Score -1185180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1185191.250000 Penalty: 3019.544434
	Iteration 111Q: 3 clusters Score -1185191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1185195.875000 Penalty: 3019.544434
	Iteration 112Q: 3 clusters Score -1185196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1185203.250000 Penalty: 3019.544434
	Iteration 113Q: 3 clusters Score -1185203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1185211.000000 Penalty: 3019.544434
	Iteration 114Q: 3 clusters Score -1185211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1185217.375000 Penalty: 3019.544434
	Iteration 115Q: 3 clusters Score -1185217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1185224.875000 Penalty: 3019.544434
	Iteration 116Q: 3 clusters Score -1185225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1185235.625000 Penalty: 3019.544434
	Iteration 117Q: 3 clusters Score -1185236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1185241.000000 Penalty: 3019.544434
	Iteration 118Q: 3 clusters Score -1185241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1185249.500000 Penalty: 3019.544434
	Iteration 119Q: 3 clusters Score -1185250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1185257.625000 Penalty: 3019.544434
	Iteration 120F: 3 clusters Score -1185258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1185262.875000 Penalty: 3019.544434
	Iteration 121Q: 3 clusters Score -1185263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1185267.000000 Penalty: 3019.544434
	Iteration 122Q: 3 clusters Score -1185267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1185276.000000 Penalty: 3019.544434
	Iteration 123Q: 3 clusters Score -1185276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1185283.000000 Penalty: 3019.544434
	Iteration 124Q: 3 clusters Score -1185283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1185288.750000 Penalty: 3019.544434
	Iteration 125Q: 3 clusters Score -1185289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1185292.125000 Penalty: 3019.544434
	Iteration 126Q: 3 clusters Score -1185292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1185298.875000 Penalty: 3019.544434
	Iteration 127Q: 3 clusters Score -1185299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1185301.500000 Penalty: 3019.544434
	Iteration 128Q: 3 clusters Score -1185302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1185307.125000 Penalty: 3019.544434
	Iteration 129Q: 3 clusters Score -1185307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1185310.875000 Penalty: 3019.544434
	Iteration 130Q: 3 clusters Score -1185311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1185319.000000 Penalty: 3019.544434
	Iteration 131Q: 3 clusters Score -1185319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1185324.750000 Penalty: 3019.544434
	Iteration 132Q: 3 clusters Score -1185325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1185331.250000 Penalty: 3019.544434
	Iteration 133Q: 3 clusters Score -1185331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1185341.000000 Penalty: 3019.544434
	Iteration 134Q: 3 clusters Score -1185341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1185353.000000 Penalty: 3019.544434
	Iteration 135Q: 3 clusters Score -1185353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1185359.125000 Penalty: 3019.544434
	Iteration 136Q: 3 clusters Score -1185359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1185365.125000 Penalty: 3019.544434
	Iteration 137Q: 3 clusters Score -1185365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1185368.000000 Penalty: 3019.544434
	Iteration 138Q: 3 clusters Score -1185368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1185370.375000 Penalty: 3019.544434
	Iteration 139Q: 3 clusters Score -1185370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1185372.375000 Penalty: 3019.544434
	Iteration 140F: 3 clusters Score -1185372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1185371.750000 Penalty: 3019.544434
	Iteration 141Q: 3 clusters Score -1185372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1185376.750000 Penalty: 3019.544434
	Iteration 142Q: 3 clusters Score -1185377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1185380.625000 Penalty: 3019.544434
	Iteration 143Q: 3 clusters Score -1185381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1185386.750000 Penalty: 3019.544434
	Iteration 144Q: 3 clusters Score -1185387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1185391.000000 Penalty: 3019.544434
	Iteration 145Q: 3 clusters Score -1185391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1185391.500000 Penalty: 3019.544434
	Iteration 146Q: 3 clusters Score -1185392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1185396.250000 Penalty: 3019.544434
	Iteration 147Q: 3 clusters Score -1185396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1185397.375000 Penalty: 3019.544434
	Iteration 148Q: 3 clusters Score -1185397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1185399.125000 Penalty: 3019.544434
	Iteration 149Q: 3 clusters Score -1185399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1185402.625000 Penalty: 3019.544434
	Iteration 150Q: 3 clusters Score -1185403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1185404.000000 Penalty: 3019.544434
	Iteration 151Q: 3 clusters Score -1185404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1185408.875000 Penalty: 3019.544434
	Iteration 152Q: 3 clusters Score -1185409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1185412.625000 Penalty: 3019.544434
	Iteration 153Q: 3 clusters Score -1185413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1185411.750000 Penalty: 3019.544434
	Iteration 154Q: 3 clusters Score -1185412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1185416.125000 Penalty: 3019.544434
	Iteration 155Q: 3 clusters Score -1185416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1185417.750000 Penalty: 3019.544434
	Iteration 156Q: 3 clusters Score -1185418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1185420.250000 Penalty: 3019.544434
	Iteration 157Q: 3 clusters Score -1185420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1185420.625000 Penalty: 3019.544434
	Iteration 158Q: 3 clusters Score -1185421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1185422.375000 Penalty: 3019.544434
	Iteration 159Q: 3 clusters Score -1185422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1185422.875000 Penalty: 3019.544434
	Iteration 160F: 3 clusters Score -1185423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1185424.875000 Penalty: 3019.544434
	Iteration 161Q: 3 clusters Score -1185425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1185429.375000 Penalty: 3019.544434
	Iteration 162Q: 3 clusters Score -1185429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1185433.000000 Penalty: 3019.544434
	Iteration 163Q: 3 clusters Score -1185433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1185435.500000 Penalty: 3019.544434
	Iteration 164Q: 3 clusters Score -1185436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1185435.500000 Penalty: 3019.544434
	Iteration 165Q: 3 clusters Score -1185436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1185437.875000 Penalty: 3019.544434
	Iteration 166Q: 3 clusters Score -1185438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1185440.500000 Penalty: 3019.544434
	Iteration 167Q: 3 clusters Score -1185440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1185438.125000 Penalty: 3019.544434
	Iteration 168Q: 3 clusters Score -1185438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1185439.000000 Penalty: 3019.544434
	Iteration 169Q: 3 clusters Score -1185439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1185439.000000 Penalty: 3019.544434
	Iteration 170F: 3 clusters Score -1185439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -652961.500000 Penalty: 1413.427124
	Iteration 0F: 2 clusters Score -652961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648370.687500 Penalty: 2826.854248
	Iteration 0F: 3 clusters Score -648370.7 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -649690.812500 Penalty: 2826.854248
	Iteration 1F: 3 clusters Score -649690.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -649877.750000 Penalty: 2826.854248
	Iteration 2F: 3 clusters Score -649877.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -650001.000000 Penalty: 2826.854248
	Iteration 3Q: 3 clusters Score -650001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -650091.750000 Penalty: 2826.854248
	Iteration 4Q: 3 clusters Score -650091.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -650150.375000 Penalty: 2826.854248
	Iteration 5Q: 3 clusters Score -650150.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -650206.312500 Penalty: 2826.854248
	Iteration 6Q: 3 clusters Score -650206.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -650264.000000 Penalty: 2826.854248
	Iteration 7Q: 3 clusters Score -650264 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -650317.937500 Penalty: 2826.854248
	Iteration 8Q: 3 clusters Score -650317.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -650363.937500 Penalty: 2826.854248
	Iteration 9Q: 3 clusters Score -650363.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -650418.750000 Penalty: 2826.854248
	Iteration 10Q: 3 clusters Score -650418.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -650482.000000 Penalty: 2826.854248
	Iteration 11Q: 3 clusters Score -650482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -650552.437500 Penalty: 2826.854248
	Iteration 12Q: 3 clusters Score -650552.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -650626.000000 Penalty: 2826.854248
	Iteration 13Q: 3 clusters Score -650626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -650723.562500 Penalty: 2826.854248
	Iteration 14Q: 3 clusters Score -650723.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -650852.875000 Penalty: 2826.854248
	Iteration 15Q: 3 clusters Score -650852.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -650964.187500 Penalty: 2826.854248
	Iteration 16Q: 3 clusters Score -650964.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -651088.250000 Penalty: 2826.854248
	Iteration 17Q: 3 clusters Score -651088.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -651190.250000 Penalty: 2826.854248
	Iteration 18Q: 3 clusters Score -651190.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -651264.500000 Penalty: 2826.854248
	Iteration 19Q: 3 clusters Score -651264.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -651317.062500 Penalty: 2826.854248
	Iteration 20F: 3 clusters Score -651317.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -651351.687500 Penalty: 2826.854248
	Iteration 21Q: 3 clusters Score -651351.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -651385.375000 Penalty: 2826.854248
	Iteration 22Q: 3 clusters Score -651385.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -651411.937500 Penalty: 2826.854248
	Iteration 23Q: 3 clusters Score -651411.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -651432.250000 Penalty: 2826.854248
	Iteration 24Q: 3 clusters Score -651432.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -651445.375000 Penalty: 2826.854248
	Iteration 25Q: 3 clusters Score -651445.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -651461.250000 Penalty: 2826.854248
	Iteration 26Q: 3 clusters Score -651461.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -651471.625000 Penalty: 2826.854248
	Iteration 27Q: 3 clusters Score -651471.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -651480.875000 Penalty: 2826.854248
	Iteration 28Q: 3 clusters Score -651480.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -651494.062500 Penalty: 2826.854248
	Iteration 29Q: 3 clusters Score -651494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -651496.812500 Penalty: 2826.854248
	Iteration 30Q: 3 clusters Score -651496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -651500.812500 Penalty: 2826.854248
	Iteration 31Q: 3 clusters Score -651500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -651506.125000 Penalty: 2826.854248
	Iteration 32Q: 3 clusters Score -651506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -651509.750000 Penalty: 2826.854248
	Iteration 33Q: 3 clusters Score -651509.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -651516.562500 Penalty: 2826.854248
	Iteration 34Q: 3 clusters Score -651516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -651519.375000 Penalty: 2826.854248
	Iteration 35Q: 3 clusters Score -651519.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -651520.937500 Penalty: 2826.854248
	Iteration 36Q: 3 clusters Score -651520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -651522.312500 Penalty: 2826.854248
	Iteration 37Q: 3 clusters Score -651522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -651523.500000 Penalty: 2826.854248
	Iteration 38Q: 3 clusters Score -651523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -651527.437500 Penalty: 2826.854248
	Iteration 39Q: 3 clusters Score -651527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -651528.125000 Penalty: 2826.854248
	Iteration 40F: 3 clusters Score -651528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -651529.437500 Penalty: 2826.854248
	Iteration 41Q: 3 clusters Score -651529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -651530.625000 Penalty: 2826.854248
	Iteration 42Q: 3 clusters Score -651530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -651532.250000 Penalty: 2826.854248
	Iteration 43Q: 3 clusters Score -651532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -651533.875000 Penalty: 2826.854248
	Iteration 44Q: 3 clusters Score -651533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -651533.812500 Penalty: 2826.854248
	Iteration 45Q: 3 clusters Score -651533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -651533.812500 Penalty: 2826.854248
	Iteration 46F: 3 clusters Score -651533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -241369.734375 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -241369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -239099.046875 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -239099 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -239621.093750 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -239621.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -239783.453125 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -239783.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239883.046875 Penalty: 2515.574707
	Iteration 3F: 3 clusters Score -239883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -239952.437500 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -239952.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239991.859375 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -239991.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -240020.578125 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -240020.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -240041.765625 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -240041.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -240061.812500 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -240061.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -240076.531250 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -240076.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -240093.531250 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -240093.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -240108.296875 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -240108.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -240117.375000 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -240117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -240125.640625 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -240125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -240135.359375 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -240135.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -240145.546875 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -240145.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -240151.781250 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -240151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -240157.421875 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -240157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240161.500000 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -240161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -240165.265625 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -240165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240168.500000 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -240168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -240169.109375 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -240169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -240169.343750 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -240169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -240169.593750 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -240169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -240170.609375 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -240170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -240171.046875 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -240171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -240171.734375 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -240171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -240172.921875 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -240172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -240172.921875 Penalty: 2515.574707
	Iteration 28F: 3 clusters Score -240172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Entering Unmasked Estep 
Score: -1374230.625000 Penalty: 1540.311523
	Iteration 0F: 2 clusters Score -1374231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1365170.625000 Penalty: 3080.623047
	Iteration 0F: 3 clusters Score -1365171 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1368161.375000 Penalty: 3080.623047
	Iteration 1F: 3 clusters Score -1368161 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1368530.375000 Penalty: 3080.623047
	Iteration 2F: 3 clusters Score -1368530 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1368913.875000 Penalty: 3080.623047
	Iteration 3F: 3 clusters Score -1368914 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1369315.250000 Penalty: 3080.623047
	Iteration 4F: 3 clusters Score -1369315 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1369745.125000 Penalty: 3080.623047
	Iteration 5F: 3 clusters Score -1369745 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1370139.875000 Penalty: 3080.623047
	Iteration 6F: 3 clusters Score -1370140 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1370501.875000 Penalty: 3080.623047
	Iteration 7F: 3 clusters Score -1370502 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1370817.625000 Penalty: 3080.623047
	Iteration 8Q: 3 clusters Score -1370818 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1371088.125000 Penalty: 3080.623047
	Iteration 9Q: 3 clusters Score -1371088 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1371338.000000 Penalty: 3080.623047
	Iteration 10Q: 3 clusters Score -1371338 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1371589.000000 Penalty: 3080.623047
	Iteration 11Q: 3 clusters Score -1371589 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1371847.375000 Penalty: 3080.623047
	Iteration 12Q: 3 clusters Score -1371847 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1372073.625000 Penalty: 3080.623047
	Iteration 13Q: 3 clusters Score -1372074 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1372250.250000 Penalty: 3080.623047
	Iteration 14Q: 3 clusters Score -1372250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1372416.250000 Penalty: 3080.623047
	Iteration 15Q: 3 clusters Score -1372416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1372555.250000 Penalty: 3080.623047
	Iteration 16Q: 3 clusters Score -1372555 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1372690.625000 Penalty: 3080.623047
	Iteration 17Q: 3 clusters Score -1372691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1372813.125000 Penalty: 3080.623047
	Iteration 18Q: 3 clusters Score -1372813 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1372912.250000 Penalty: 3080.623047
	Iteration 19Q: 3 clusters Score -1372912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1372989.875000 Penalty: 3080.623047
	Iteration 20F: 3 clusters Score -1372990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1373056.375000 Penalty: 3080.623047
	Iteration 21Q: 3 clusters Score -1373056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1373102.250000 Penalty: 3080.623047
	Iteration 22Q: 3 clusters Score -1373102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1373136.750000 Penalty: 3080.623047
	Iteration 23Q: 3 clusters Score -1373137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1373154.375000 Penalty: 3080.623047
	Iteration 24Q: 3 clusters Score -1373154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1373177.000000 Penalty: 3080.623047
	Iteration 25Q: 3 clusters Score -1373177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1373191.000000 Penalty: 3080.623047
	Iteration 26Q: 3 clusters Score -1373191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1373206.750000 Penalty: 3080.623047
	Iteration 27Q: 3 clusters Score -1373207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1373215.375000 Penalty: 3080.623047
	Iteration 28Q: 3 clusters Score -1373215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1373223.625000 Penalty: 3080.623047
	Iteration 29Q: 3 clusters Score -1373224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1373237.625000 Penalty: 3080.623047
	Iteration 30Q: 3 clusters Score -1373238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1373251.000000 Penalty: 3080.623047
	Iteration 31Q: 3 clusters Score -1373251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1373278.500000 Penalty: 3080.623047
	Iteration 32Q: 3 clusters Score -1373278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1373299.125000 Penalty: 3080.623047
	Iteration 33Q: 3 clusters Score -1373299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1373316.750000 Penalty: 3080.623047
	Iteration 34Q: 3 clusters Score -1373317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1373327.250000 Penalty: 3080.623047
	Iteration 35Q: 3 clusters Score -1373327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1373336.500000 Penalty: 3080.623047
	Iteration 36Q: 3 clusters Score -1373336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1373350.250000 Penalty: 3080.623047
	Iteration 37Q: 3 clusters Score -1373350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1373354.875000 Penalty: 3080.623047
	Iteration 38Q: 3 clusters Score -1373355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1373357.875000 Penalty: 3080.623047
	Iteration 39Q: 3 clusters Score -1373358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1373361.750000 Penalty: 3080.623047
	Iteration 40F: 3 clusters Score -1373362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1373364.750000 Penalty: 3080.623047
	Iteration 41Q: 3 clusters Score -1373365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1373365.500000 Penalty: 3080.623047
	Iteration 42Q: 3 clusters Score -1373366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1373365.500000 Penalty: 3080.623047
	Iteration 43F: 3 clusters Score -1373366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -331077.593750 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -331077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328098.562500 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -328098.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -328988.125000 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -328988.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -329405.500000 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -329405.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329731.906250 Penalty: 2639.577637
	Iteration 3F: 3 clusters Score -329731.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -329995.156250 Penalty: 2639.577637
	Iteration 4F: 3 clusters Score -329995.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -330174.000000 Penalty: 2639.577637
	Iteration 5F: 3 clusters Score -330174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -330291.437500 Penalty: 2639.577637
	Iteration 6Q: 3 clusters Score -330291.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -330353.937500 Penalty: 2639.577637
	Iteration 7Q: 3 clusters Score -330353.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -330391.531250 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -330391.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -330410.343750 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -330410.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -330425.593750 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -330425.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -330440.343750 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -330440.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -330456.093750 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -330456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -330470.187500 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -330470.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -330481.406250 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -330481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -330490.375000 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -330490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -330496.562500 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -330496.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -330501.718750 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -330501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -330504.750000 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -330504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -330506.343750 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -330506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -330507.062500 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -330507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Entering Unmasked Estep 
Score: -1461082.750000 Penalty: 1544.311890
	Iteration 0F: 2 clusters Score -1461083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1451631.750000 Penalty: 3088.623779
	Iteration 0F: 3 clusters Score -1451632 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1455078.000000 Penalty: 3088.623779
	Iteration 1F: 3 clusters Score -1455078 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1455646.000000 Penalty: 3088.623779
	Iteration 2F: 3 clusters Score -1455646 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1456321.125000 Penalty: 3088.623779
	Iteration 3F: 3 clusters Score -1456321 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1457173.500000 Penalty: 3088.623779
	Iteration 4F: 3 clusters Score -1457174 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1458095.375000 Penalty: 3088.623779
	Iteration 5F: 3 clusters Score -1458095 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1458859.750000 Penalty: 3088.623779
	Iteration 6F: 3 clusters Score -1458860 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1459420.250000 Penalty: 3088.623779
	Iteration 7Q: 3 clusters Score -1459420 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1459728.500000 Penalty: 3088.623779
	Iteration 8Q: 3 clusters Score -1459728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1459903.125000 Penalty: 3088.623779
	Iteration 9Q: 3 clusters Score -1459903 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1460004.500000 Penalty: 3088.623779
	Iteration 10Q: 3 clusters Score -1460004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1460057.375000 Penalty: 3088.623779
	Iteration 11Q: 3 clusters Score -1460057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1460096.875000 Penalty: 3088.623779
	Iteration 12Q: 3 clusters Score -1460097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1460133.750000 Penalty: 3088.623779
	Iteration 13Q: 3 clusters Score -1460134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1460161.250000 Penalty: 3088.623779
	Iteration 14Q: 3 clusters Score -1460161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1460175.625000 Penalty: 3088.623779
	Iteration 15Q: 3 clusters Score -1460176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1460198.750000 Penalty: 3088.623779
	Iteration 16Q: 3 clusters Score -1460199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1460207.500000 Penalty: 3088.623779
	Iteration 17Q: 3 clusters Score -1460208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1460225.000000 Penalty: 3088.623779
	Iteration 18Q: 3 clusters Score -1460225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1460245.375000 Penalty: 3088.623779
	Iteration 19Q: 3 clusters Score -1460245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1460270.375000 Penalty: 3088.623779
	Iteration 20F: 3 clusters Score -1460270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1460289.625000 Penalty: 3088.623779
	Iteration 21Q: 3 clusters Score -1460290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1460305.000000 Penalty: 3088.623779
	Iteration 22Q: 3 clusters Score -1460305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1460315.000000 Penalty: 3088.623779
	Iteration 23Q: 3 clusters Score -1460315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1460323.875000 Penalty: 3088.623779
	Iteration 24Q: 3 clusters Score -1460324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1460330.000000 Penalty: 3088.623779
	Iteration 25Q: 3 clusters Score -1460330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1460335.125000 Penalty: 3088.623779
	Iteration 26Q: 3 clusters Score -1460335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1460336.375000 Penalty: 3088.623779
	Iteration 27Q: 3 clusters Score -1460336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1460338.375000 Penalty: 3088.623779
	Iteration 28Q: 3 clusters Score -1460338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1460342.500000 Penalty: 3088.623779
	Iteration 29Q: 3 clusters Score -1460342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1460343.500000 Penalty: 3088.623779
	Iteration 30Q: 3 clusters Score -1460344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1460343.250000 Penalty: 3088.623779
	Iteration 31Q: 3 clusters Score -1460343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1460342.875000 Penalty: 3088.623779
	Iteration 32Q: 3 clusters Score -1460343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1460342.875000 Penalty: 3088.623779
	Iteration 33F: 3 clusters Score -1460343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Entering Unmasked Estep 
Score: -2155896.250000 Penalty: 1607.116211
	Iteration 0F: 2 clusters Score -2155896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2142375.500000 Penalty: 3214.232422
	Iteration 0F: 3 clusters Score -2142376 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2147664.000000 Penalty: 3214.232422
	Iteration 1F: 3 clusters Score -2147664 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2148657.000000 Penalty: 3214.232422
	Iteration 2F: 3 clusters Score -2148657 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2149989.250000 Penalty: 3214.232422
	Iteration 3F: 3 clusters Score -2149989 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2151566.750000 Penalty: 3214.232422
	Iteration 4F: 3 clusters Score -2151567 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2152809.250000 Penalty: 3214.232422
	Iteration 5F: 3 clusters Score -2152809 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2153378.250000 Penalty: 3214.232422
	Iteration 6Q: 3 clusters Score -2153378 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2153544.500000 Penalty: 3214.232422
	Iteration 7Q: 3 clusters Score -2153544 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2153630.750000 Penalty: 3214.232422
	Iteration 8Q: 3 clusters Score -2153631 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2153689.000000 Penalty: 3214.232422
	Iteration 9Q: 3 clusters Score -2153689 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2153744.000000 Penalty: 3214.232422
	Iteration 10Q: 3 clusters Score -2153744 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2153782.750000 Penalty: 3214.232422
	Iteration 11Q: 3 clusters Score -2153783 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2153807.750000 Penalty: 3214.232422
	Iteration 12Q: 3 clusters Score -2153808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2153833.250000 Penalty: 3214.232422
	Iteration 13Q: 3 clusters Score -2153833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2153844.500000 Penalty: 3214.232422
	Iteration 14Q: 3 clusters Score -2153844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2153865.250000 Penalty: 3214.232422
	Iteration 15Q: 3 clusters Score -2153865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2153879.250000 Penalty: 3214.232422
	Iteration 16Q: 3 clusters Score -2153879 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2153904.500000 Penalty: 3214.232422
	Iteration 17Q: 3 clusters Score -2153904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2153931.000000 Penalty: 3214.232422
	Iteration 18Q: 3 clusters Score -2153931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2153953.250000 Penalty: 3214.232422
	Iteration 19Q: 3 clusters Score -2153953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2153967.750000 Penalty: 3214.232422
	Iteration 20F: 3 clusters Score -2153968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2153996.750000 Penalty: 3214.232422
	Iteration 21Q: 3 clusters Score -2153997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2153999.250000 Penalty: 3214.232422
	Iteration 22Q: 3 clusters Score -2153999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2154019.500000 Penalty: 3214.232422
	Iteration 23Q: 3 clusters Score -2154020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2154037.750000 Penalty: 3214.232422
	Iteration 24Q: 3 clusters Score -2154038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2154052.000000 Penalty: 3214.232422
	Iteration 25Q: 3 clusters Score -2154052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2154070.500000 Penalty: 3214.232422
	Iteration 26Q: 3 clusters Score -2154070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2154081.000000 Penalty: 3214.232422
	Iteration 27Q: 3 clusters Score -2154081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2154099.500000 Penalty: 3214.232422
	Iteration 28Q: 3 clusters Score -2154100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2154114.750000 Penalty: 3214.232422
	Iteration 29Q: 3 clusters Score -2154115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2154128.500000 Penalty: 3214.232422
	Iteration 30Q: 3 clusters Score -2154128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2154142.500000 Penalty: 3214.232422
	Iteration 31Q: 3 clusters Score -2154142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2154154.000000 Penalty: 3214.232422
	Iteration 32Q: 3 clusters Score -2154154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2154172.500000 Penalty: 3214.232422
	Iteration 33Q: 3 clusters Score -2154172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2154183.250000 Penalty: 3214.232422
	Iteration 34Q: 3 clusters Score -2154183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2154205.000000 Penalty: 3214.232422
	Iteration 35Q: 3 clusters Score -2154205 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2154219.500000 Penalty: 3214.232422
	Iteration 36Q: 3 clusters Score -2154220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2154228.000000 Penalty: 3214.232422
	Iteration 37Q: 3 clusters Score -2154228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2154240.750000 Penalty: 3214.232422
	Iteration 38Q: 3 clusters Score -2154241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2154261.000000 Penalty: 3214.232422
	Iteration 39Q: 3 clusters Score -2154261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2154273.500000 Penalty: 3214.232422
	Iteration 40F: 3 clusters Score -2154274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2154282.250000 Penalty: 3214.232422
	Iteration 41Q: 3 clusters Score -2154282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2154303.250000 Penalty: 3214.232422
	Iteration 42Q: 3 clusters Score -2154303 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2154317.750000 Penalty: 3214.232422
	Iteration 43Q: 3 clusters Score -2154318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2154328.250000 Penalty: 3214.232422
	Iteration 44Q: 3 clusters Score -2154328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2154346.750000 Penalty: 3214.232422
	Iteration 45Q: 3 clusters Score -2154347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2154364.000000 Penalty: 3214.232422
	Iteration 46Q: 3 clusters Score -2154364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2154372.500000 Penalty: 3214.232422
	Iteration 47Q: 3 clusters Score -2154372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2154380.750000 Penalty: 3214.232422
	Iteration 48Q: 3 clusters Score -2154381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2154398.500000 Penalty: 3214.232422
	Iteration 49Q: 3 clusters Score -2154398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2154410.000000 Penalty: 3214.232422
	Iteration 50Q: 3 clusters Score -2154410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2154415.000000 Penalty: 3214.232422
	Iteration 51Q: 3 clusters Score -2154415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2154430.000000 Penalty: 3214.232422
	Iteration 52Q: 3 clusters Score -2154430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2154445.500000 Penalty: 3214.232422
	Iteration 53Q: 3 clusters Score -2154446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2154459.250000 Penalty: 3214.232422
	Iteration 54Q: 3 clusters Score -2154459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2154465.000000 Penalty: 3214.232422
	Iteration 55Q: 3 clusters Score -2154465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2154478.750000 Penalty: 3214.232422
	Iteration 56Q: 3 clusters Score -2154479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2154486.250000 Penalty: 3214.232422
	Iteration 57Q: 3 clusters Score -2154486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2154489.500000 Penalty: 3214.232422
	Iteration 58Q: 3 clusters Score -2154490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2154492.000000 Penalty: 3214.232422
	Iteration 59Q: 3 clusters Score -2154492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2154491.750000 Penalty: 3214.232422
	Iteration 60F: 3 clusters Score -2154492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2154494.000000 Penalty: 3214.232422
	Iteration 61Q: 3 clusters Score -2154494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2154498.500000 Penalty: 3214.232422
	Iteration 62Q: 3 clusters Score -2154498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2154501.000000 Penalty: 3214.232422
	Iteration 63Q: 3 clusters Score -2154501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2154501.500000 Penalty: 3214.232422
	Iteration 64Q: 3 clusters Score -2154502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2154504.000000 Penalty: 3214.232422
	Iteration 65Q: 3 clusters Score -2154504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2154504.000000 Penalty: 3214.232422
	Iteration 66Q: 3 clusters Score -2154504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2154503.500000 Penalty: 3214.232422
	Iteration 67Q: 3 clusters Score -2154504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2154504.750000 Penalty: 3214.232422
	Iteration 68Q: 3 clusters Score -2154505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2154505.500000 Penalty: 3214.232422
	Iteration 69Q: 3 clusters Score -2154506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2154504.500000 Penalty: 3214.232422
	Iteration 70Q: 3 clusters Score -2154504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2154506.750000 Penalty: 3214.232422
	Iteration 71Q: 3 clusters Score -2154507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2154506.000000 Penalty: 3214.232422
	Iteration 72Q: 3 clusters Score -2154506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2154506.000000 Penalty: 3214.232422
	Iteration 73F: 3 clusters Score -2154506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -358739.500000 Penalty: 1323.463257
	Iteration 0F: 2 clusters Score -358739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -355787.625000 Penalty: 2646.926514
	Iteration 0F: 3 clusters Score -355787.6 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -356736.562500 Penalty: 2646.926514
	Iteration 1F: 3 clusters Score -356736.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -357038.468750 Penalty: 2646.926514
	Iteration 2F: 3 clusters Score -357038.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -357276.093750 Penalty: 2646.926514
	Iteration 3F: 3 clusters Score -357276.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -357492.593750 Penalty: 2646.926514
	Iteration 4F: 3 clusters Score -357492.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -357640.625000 Penalty: 2646.926514
	Iteration 5Q: 3 clusters Score -357640.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357735.531250 Penalty: 2646.926514
	Iteration 6Q: 3 clusters Score -357735.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -357797.687500 Penalty: 2646.926514
	Iteration 7Q: 3 clusters Score -357797.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -357844.562500 Penalty: 2646.926514
	Iteration 8Q: 3 clusters Score -357844.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -357885.906250 Penalty: 2646.926514
	Iteration 9Q: 3 clusters Score -357885.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -357911.312500 Penalty: 2646.926514
	Iteration 10Q: 3 clusters Score -357911.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -357930.593750 Penalty: 2646.926514
	Iteration 11Q: 3 clusters Score -357930.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -357946.031250 Penalty: 2646.926514
	Iteration 12Q: 3 clusters Score -357946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -357956.781250 Penalty: 2646.926514
	Iteration 13Q: 3 clusters Score -357956.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -357971.531250 Penalty: 2646.926514
	Iteration 14Q: 3 clusters Score -357971.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -357987.781250 Penalty: 2646.926514
	Iteration 15Q: 3 clusters Score -357987.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -358004.656250 Penalty: 2646.926514
	Iteration 16Q: 3 clusters Score -358004.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -358026.562500 Penalty: 2646.926514
	Iteration 17Q: 3 clusters Score -358026.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -358047.156250 Penalty: 2646.926514
	Iteration 18Q: 3 clusters Score -358047.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -358064.937500 Penalty: 2646.926514
	Iteration 19Q: 3 clusters Score -358064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -358074.531250 Penalty: 2646.926514
	Iteration 20F: 3 clusters Score -358074.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -358083.687500 Penalty: 2646.926514
	Iteration 21Q: 3 clusters Score -358083.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -358088.687500 Penalty: 2646.926514
	Iteration 22Q: 3 clusters Score -358088.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -358091.781250 Penalty: 2646.926514
	Iteration 23Q: 3 clusters Score -358091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -358091.906250 Penalty: 2646.926514
	Iteration 24Q: 3 clusters Score -358091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -358094.031250 Penalty: 2646.926514
	Iteration 25Q: 3 clusters Score -358094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -358095.406250 Penalty: 2646.926514
	Iteration 26Q: 3 clusters Score -358095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -358097.218750 Penalty: 2646.926514
	Iteration 27Q: 3 clusters Score -358097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -358102.406250 Penalty: 2646.926514
	Iteration 28Q: 3 clusters Score -358102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -358109.343750 Penalty: 2646.926514
	Iteration 29Q: 3 clusters Score -358109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -358109.812500 Penalty: 2646.926514
	Iteration 30Q: 3 clusters Score -358109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -358109.437500 Penalty: 2646.926514
	Iteration 31Q: 3 clusters Score -358109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -358109.468750 Penalty: 2646.926514
	Iteration 32Q: 3 clusters Score -358109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -358110.656250 Penalty: 2646.926514
	Iteration 33Q: 3 clusters Score -358110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -358111.062500 Penalty: 2646.926514
	Iteration 34Q: 3 clusters Score -358111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -358111.812500 Penalty: 2646.926514
	Iteration 35Q: 3 clusters Score -358111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -358112.562500 Penalty: 2646.926514
	Iteration 36Q: 3 clusters Score -358112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -358113.031250 Penalty: 2646.926514
	Iteration 37Q: 3 clusters Score -358113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -358114.281250 Penalty: 2646.926514
	Iteration 38Q: 3 clusters Score -358114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -358115.062500 Penalty: 2646.926514
	Iteration 39Q: 3 clusters Score -358115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -358115.718750 Penalty: 2646.926514
	Iteration 40F: 3 clusters Score -358115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -156021.984375 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -156022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154278.203125 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -154278.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -154584.765625 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -154584.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154669.406250 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -154669.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -154717.515625 Penalty: 2374.840820
	Iteration 3Q: 3 clusters Score -154717.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -154750.593750 Penalty: 2374.840820
	Iteration 4Q: 3 clusters Score -154750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154770.937500 Penalty: 2374.840820
	Iteration 5Q: 3 clusters Score -154770.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154789.875000 Penalty: 2374.840820
	Iteration 6Q: 3 clusters Score -154789.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -154806.546875 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -154806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -154819.656250 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -154819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -154832.375000 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -154832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154838.671875 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -154838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -154843.281250 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -154843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -154847.843750 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -154847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -154854.093750 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -154854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -154863.421875 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -154863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -154874.656250 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -154874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -154883.484375 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -154883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -154889.234375 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -154889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -154896.515625 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -154896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -154900.953125 Penalty: 2374.840820
	Iteration 19Q: 3 clusters Score -154901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -154907.359375 Penalty: 2374.840820
	Iteration 20F: 3 clusters Score -154907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -154913.750000 Penalty: 2374.840820
	Iteration 21Q: 3 clusters Score -154913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -154918.390625 Penalty: 2374.840820
	Iteration 22Q: 3 clusters Score -154918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -154926.078125 Penalty: 2374.840820
	Iteration 23Q: 3 clusters Score -154926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -154932.765625 Penalty: 2374.840820
	Iteration 24Q: 3 clusters Score -154932.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -154941.562500 Penalty: 2374.840820
	Iteration 25Q: 3 clusters Score -154941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -154948.593750 Penalty: 2374.840820
	Iteration 26Q: 3 clusters Score -154948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -154951.000000 Penalty: 2374.840820
	Iteration 27Q: 3 clusters Score -154951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -154952.359375 Penalty: 2374.840820
	Iteration 28Q: 3 clusters Score -154952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -154958.890625 Penalty: 2374.840820
	Iteration 29Q: 3 clusters Score -154958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -154961.093750 Penalty: 2374.840820
	Iteration 30Q: 3 clusters Score -154961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -154961.515625 Penalty: 2374.840820
	Iteration 31Q: 3 clusters Score -154961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -154962.109375 Penalty: 2374.840820
	Iteration 32Q: 3 clusters Score -154962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -154962.109375 Penalty: 2374.840820
	Iteration 33F: 3 clusters Score -154962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Entering Unmasked Estep 
Score: -4595414.500000 Penalty: 1730.803589
	Iteration 0F: 2 clusters Score -4595414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4567226.500000 Penalty: 3461.607178
	Iteration 0F: 3 clusters Score -4567226 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4578126.500000 Penalty: 3461.607178
	Iteration 1F: 3 clusters Score -4578126 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4578570.000000 Penalty: 3461.607178
	Iteration 2Q: 3 clusters Score -4578570 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4579074.500000 Penalty: 3461.607178
	Iteration 3Q: 3 clusters Score -4579074 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4579816.500000 Penalty: 3461.607178
	Iteration 4Q: 3 clusters Score -4579816 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -4580850.000000 Penalty: 3461.607178
	Iteration 5Q: 3 clusters Score -4580850 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4582406.000000 Penalty: 3461.607178
	Iteration 6F: 3 clusters Score -4582406 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4584519.000000 Penalty: 3461.607178
	Iteration 7F: 3 clusters Score -4584519 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4587155.000000 Penalty: 3461.607178
	Iteration 8F: 3 clusters Score -4587155 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4589662.000000 Penalty: 3461.607178
	Iteration 9F: 3 clusters Score -4589662 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -4591623.500000 Penalty: 3461.607178
	Iteration 10F: 3 clusters Score -4591624 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4592786.500000 Penalty: 3461.607178
	Iteration 11Q: 3 clusters Score -4592786 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4593326.500000 Penalty: 3461.607178
	Iteration 12Q: 3 clusters Score -4593326 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -4593617.500000 Penalty: 3461.607178
	Iteration 13Q: 3 clusters Score -4593618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4593755.500000 Penalty: 3461.607178
	Iteration 14Q: 3 clusters Score -4593756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -4593814.000000 Penalty: 3461.607178
	Iteration 15Q: 3 clusters Score -4593814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -4593846.500000 Penalty: 3461.607178
	Iteration 16Q: 3 clusters Score -4593846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4593863.000000 Penalty: 3461.607178
	Iteration 17Q: 3 clusters Score -4593863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4593876.000000 Penalty: 3461.607178
	Iteration 18Q: 3 clusters Score -4593876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4593886.500000 Penalty: 3461.607178
	Iteration 19Q: 3 clusters Score -4593886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -4593889.500000 Penalty: 3461.607178
	Iteration 20F: 3 clusters Score -4593890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4593893.000000 Penalty: 3461.607178
	Iteration 21Q: 3 clusters Score -4593893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4593894.500000 Penalty: 3461.607178
	Iteration 22Q: 3 clusters Score -4593894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -4593896.000000 Penalty: 3461.607178
	Iteration 23Q: 3 clusters Score -4593896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4593901.000000 Penalty: 3461.607178
	Iteration 24Q: 3 clusters Score -4593901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4593901.500000 Penalty: 3461.607178
	Iteration 25Q: 3 clusters Score -4593902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4593901.500000 Penalty: 3461.607178
	Iteration 26F: 3 clusters Score -4593902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242385 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166879 members 
Mstep: Class 7 contains 164949 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 19731 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 48632.378906
Iteration 359Q: 23 clusters Score -8.44807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242387 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166879 members 
Mstep: Class 7 contains 164948 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13406 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480696.000000 Penalty: 48632.378906
Iteration 360F: 23 clusters Score -8.44807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242391 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166879 members 
Mstep: Class 7 contains 164947 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 361Q: 23 clusters Score -8.448069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52393 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166878 members 
Mstep: Class 7 contains 164946 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 362Q: 23 clusters Score -8.448066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166880 members 
Mstep: Class 7 contains 164945 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480664.000000 Penalty: 48632.378906
Iteration 363Q: 23 clusters Score -8.448066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166881 members 
Mstep: Class 7 contains 164944 members 
Mstep: Class 8 contains 29848 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 364Q: 23 clusters Score -8.448068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166880 members 
Mstep: Class 7 contains 164944 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480688.000000 Penalty: 48632.378906
Iteration 365Q: 23 clusters Score -8.448069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166879 members 
Mstep: Class 7 contains 164945 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 366Q: 23 clusters Score -8.448068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 242392 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 166879 members 
Mstep: Class 7 contains 164945 members 
Mstep: Class 8 contains 29849 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 13405 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 23 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480680.000000 Penalty: 48632.378906
Iteration 367F: 23 clusters Score -8.448068e+07 nChanged 0
Entering ConstructFrom: 
Score: -84480680.000000 Penalty: 48632.378906
Entering ConstructFrom: 
Trying to split cluster 1 (11313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Entering Unmasked Estep 
Score: -1174588.375000 Penalty: 1516.727539
	Iteration 0F: 2 clusters Score -1174588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1166562.250000 Penalty: 3033.455078
	Iteration 0F: 3 clusters Score -1166562 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1169221.000000 Penalty: 3033.455078
	Iteration 1F: 3 clusters Score -1169221 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1169476.875000 Penalty: 3033.455078
	Iteration 2F: 3 clusters Score -1169477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1169698.625000 Penalty: 3033.455078
	Iteration 3Q: 3 clusters Score -1169699 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1169893.375000 Penalty: 3033.455078
	Iteration 4Q: 3 clusters Score -1169893 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1170102.125000 Penalty: 3033.455078
	Iteration 5Q: 3 clusters Score -1170102 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1170359.875000 Penalty: 3033.455078
	Iteration 6Q: 3 clusters Score -1170360 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1170698.000000 Penalty: 3033.455078
	Iteration 7Q: 3 clusters Score -1170698 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1171108.125000 Penalty: 3033.455078
	Iteration 8Q: 3 clusters Score -1171108 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1171538.500000 Penalty: 3033.455078
	Iteration 9Q: 3 clusters Score -1171538 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1171896.000000 Penalty: 3033.455078
	Iteration 10Q: 3 clusters Score -1171896 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1172203.875000 Penalty: 3033.455078
	Iteration 11Q: 3 clusters Score -1172204 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1172416.375000 Penalty: 3033.455078
	Iteration 12Q: 3 clusters Score -1172416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1172561.375000 Penalty: 3033.455078
	Iteration 13Q: 3 clusters Score -1172561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1172667.625000 Penalty: 3033.455078
	Iteration 14Q: 3 clusters Score -1172668 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1172729.625000 Penalty: 3033.455078
	Iteration 15Q: 3 clusters Score -1172730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1172765.500000 Penalty: 3033.455078
	Iteration 16Q: 3 clusters Score -1172766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1172797.625000 Penalty: 3033.455078
	Iteration 17Q: 3 clusters Score -1172798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1172817.375000 Penalty: 3033.455078
	Iteration 18Q: 3 clusters Score -1172817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1172835.875000 Penalty: 3033.455078
	Iteration 19Q: 3 clusters Score -1172836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1172844.000000 Penalty: 3033.455078
	Iteration 20F: 3 clusters Score -1172844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1172859.250000 Penalty: 3033.455078
	Iteration 21Q: 3 clusters Score -1172859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1172865.125000 Penalty: 3033.455078
	Iteration 22Q: 3 clusters Score -1172865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1172871.000000 Penalty: 3033.455078
	Iteration 23Q: 3 clusters Score -1172871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1172877.250000 Penalty: 3033.455078
	Iteration 24Q: 3 clusters Score -1172877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1172880.125000 Penalty: 3033.455078
	Iteration 25Q: 3 clusters Score -1172880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1172886.000000 Penalty: 3033.455078
	Iteration 26Q: 3 clusters Score -1172886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1172888.875000 Penalty: 3033.455078
	Iteration 27Q: 3 clusters Score -1172889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1172894.125000 Penalty: 3033.455078
	Iteration 28Q: 3 clusters Score -1172894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1172899.000000 Penalty: 3033.455078
	Iteration 29Q: 3 clusters Score -1172899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1172900.375000 Penalty: 3033.455078
	Iteration 30Q: 3 clusters Score -1172900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1172902.875000 Penalty: 3033.455078
	Iteration 31Q: 3 clusters Score -1172903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1172902.250000 Penalty: 3033.455078
	Iteration 32Q: 3 clusters Score -1172902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1172904.000000 Penalty: 3033.455078
	Iteration 33Q: 3 clusters Score -1172904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1172908.875000 Penalty: 3033.455078
	Iteration 34Q: 3 clusters Score -1172909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1172913.000000 Penalty: 3033.455078
	Iteration 35Q: 3 clusters Score -1172913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1172915.250000 Penalty: 3033.455078
	Iteration 36Q: 3 clusters Score -1172915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1172915.125000 Penalty: 3033.455078
	Iteration 37Q: 3 clusters Score -1172915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1172916.625000 Penalty: 3033.455078
	Iteration 38Q: 3 clusters Score -1172917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1172915.500000 Penalty: 3033.455078
	Iteration 39Q: 3 clusters Score -1172916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1172917.000000 Penalty: 3033.455078
	Iteration 40F: 3 clusters Score -1172917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1172919.625000 Penalty: 3033.455078
	Iteration 41Q: 3 clusters Score -1172920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1172921.000000 Penalty: 3033.455078
	Iteration 42Q: 3 clusters Score -1172921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1172920.875000 Penalty: 3033.455078
	Iteration 43Q: 3 clusters Score -1172921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1172921.125000 Penalty: 3033.455078
	Iteration 44Q: 3 clusters Score -1172921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1172922.625000 Penalty: 3033.455078
	Iteration 45Q: 3 clusters Score -1172923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1172922.625000 Penalty: 3033.455078
	Iteration 46Q: 3 clusters Score -1172923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1172921.500000 Penalty: 3033.455078
	Iteration 47Q: 3 clusters Score -1172922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1172924.375000 Penalty: 3033.455078
	Iteration 48Q: 3 clusters Score -1172924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1172926.625000 Penalty: 3033.455078
	Iteration 49Q: 3 clusters Score -1172927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1172929.625000 Penalty: 3033.455078
	Iteration 50Q: 3 clusters Score -1172930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1172929.625000 Penalty: 3033.455078
	Iteration 51Q: 3 clusters Score -1172930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1172929.750000 Penalty: 3033.455078
	Iteration 52Q: 3 clusters Score -1172930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1172930.125000 Penalty: 3033.455078
	Iteration 53Q: 3 clusters Score -1172930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1172931.375000 Penalty: 3033.455078
	Iteration 54Q: 3 clusters Score -1172931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1172931.500000 Penalty: 3033.455078
	Iteration 55Q: 3 clusters Score -1172932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1172931.500000 Penalty: 3033.455078
	Iteration 56Q: 3 clusters Score -1172932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1172930.500000 Penalty: 3033.455078
	Iteration 57Q: 3 clusters Score -1172930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1172929.250000 Penalty: 3033.455078
	Iteration 58Q: 3 clusters Score -1172929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1172930.875000 Penalty: 3033.455078
	Iteration 59Q: 3 clusters Score -1172931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1172933.750000 Penalty: 3033.455078
	Iteration 60F: 3 clusters Score -1172934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1172934.125000 Penalty: 3033.455078
	Iteration 61Q: 3 clusters Score -1172934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1172935.000000 Penalty: 3033.455078
	Iteration 62Q: 3 clusters Score -1172935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1172936.375000 Penalty: 3033.455078
	Iteration 63Q: 3 clusters Score -1172936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1172936.875000 Penalty: 3033.455078
	Iteration 64Q: 3 clusters Score -1172937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1172936.875000 Penalty: 3033.455078
	Iteration 65Q: 3 clusters Score -1172937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1172939.125000 Penalty: 3033.455078
	Iteration 66Q: 3 clusters Score -1172939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1172936.375000 Penalty: 3033.455078
	Iteration 67Q: 3 clusters Score -1172936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1172936.125000 Penalty: 3033.455078
	Iteration 68Q: 3 clusters Score -1172936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1172937.125000 Penalty: 3033.455078
	Iteration 69Q: 3 clusters Score -1172937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1172939.500000 Penalty: 3033.455078
	Iteration 70Q: 3 clusters Score -1172940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1172938.125000 Penalty: 3033.455078
	Iteration 71Q: 3 clusters Score -1172938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1172937.875000 Penalty: 3033.455078
	Iteration 72Q: 3 clusters Score -1172938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1172939.625000 Penalty: 3033.455078
	Iteration 73Q: 3 clusters Score -1172940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1172940.125000 Penalty: 3033.455078
	Iteration 74Q: 3 clusters Score -1172940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1172939.375000 Penalty: 3033.455078
	Iteration 75Q: 3 clusters Score -1172939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1172940.375000 Penalty: 3033.455078
	Iteration 76Q: 3 clusters Score -1172940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1172940.500000 Penalty: 3033.455078
	Iteration 77Q: 3 clusters Score -1172940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1172941.000000 Penalty: 3033.455078
	Iteration 78Q: 3 clusters Score -1172941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1172941.500000 Penalty: 3033.455078
	Iteration 79Q: 3 clusters Score -1172942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1172942.875000 Penalty: 3033.455078
	Iteration 80F: 3 clusters Score -1172943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1172942.625000 Penalty: 3033.455078
	Iteration 81Q: 3 clusters Score -1172943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1172942.625000 Penalty: 3033.455078
	Iteration 82F: 3 clusters Score -1172943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -16148.809570 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -16148.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15472.457031 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -15472.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15611.165039 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -15611.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15734.502930 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -15734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15808.396484 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -15808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15838.097656 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -15838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15877.897461 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -15877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15898.250977 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -15898.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15910.308594 Penalty: 1720.324097
	Iteration 7Q: 3 clusters Score -15910.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15910.861328 Penalty: 1720.324097
	Iteration 8F: 3 clusters Score -15910.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15992.836914 Penalty: 1720.324097
	Iteration 9Q: 3 clusters Score -15992.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15996.124023 Penalty: 1720.324097
	Iteration 10Q: 3 clusters Score -15996.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15996.124023 Penalty: 1720.324097
	Iteration 11F: 3 clusters Score -15996.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (242392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242392 members 
Entering Unmasked Estep 
Score: -25751976.000000 Penalty: 2014.725586
	Iteration 0F: 2 clusters Score -2.575198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 121063 members 
Entering Unmasked Estep 
Score: -25597148.000000 Penalty: 4029.451172
	Iteration 0F: 3 clusters Score -2.559715e+07 nChanged 117881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -25668146.000000 Penalty: 4029.451172
	Iteration 1F: 3 clusters Score -2.566815e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -25669882.000000 Penalty: 4029.451172
	Iteration 2Q: 3 clusters Score -2.566988e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126721 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -25672414.000000 Penalty: 4029.451172
	Iteration 3Q: 3 clusters Score -2.567241e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -25675796.000000 Penalty: 4029.451172
	Iteration 4Q: 3 clusters Score -2.56758e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -25680148.000000 Penalty: 4029.451172
	Iteration 5Q: 3 clusters Score -2.568015e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139592 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -25685902.000000 Penalty: 4029.451172
	Iteration 6Q: 3 clusters Score -2.56859e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147282 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -25692790.000000 Penalty: 4029.451172
	Iteration 7F: 3 clusters Score -2.569279e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -25700798.000000 Penalty: 4029.451172
	Iteration 8F: 3 clusters Score -2.57008e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -25708408.000000 Penalty: 4029.451172
	Iteration 9F: 3 clusters Score -2.570841e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -25715050.000000 Penalty: 4029.451172
	Iteration 10F: 3 clusters Score -2.571505e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182865 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -25720204.000000 Penalty: 4029.451172
	Iteration 11Q: 3 clusters Score -2.57202e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188867 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -25723754.000000 Penalty: 4029.451172
	Iteration 12Q: 3 clusters Score -2.572375e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193619 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -25725746.000000 Penalty: 4029.451172
	Iteration 13Q: 3 clusters Score -2.572575e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197517 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -25727236.000000 Penalty: 4029.451172
	Iteration 14Q: 3 clusters Score -2.572724e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200826 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -25728426.000000 Penalty: 4029.451172
	Iteration 15Q: 3 clusters Score -2.572843e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203734 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -25729482.000000 Penalty: 4029.451172
	Iteration 16Q: 3 clusters Score -2.572948e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206479 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -25730452.000000 Penalty: 4029.451172
	Iteration 17Q: 3 clusters Score -2.573045e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209094 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -25731274.000000 Penalty: 4029.451172
	Iteration 18Q: 3 clusters Score -2.573127e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211660 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -25732354.000000 Penalty: 4029.451172
	Iteration 19Q: 3 clusters Score -2.573235e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214153 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -25733458.000000 Penalty: 4029.451172
	Iteration 20F: 3 clusters Score -2.573346e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216619 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -25734566.000000 Penalty: 4029.451172
	Iteration 21Q: 3 clusters Score -2.573457e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218942 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -25735584.000000 Penalty: 4029.451172
	Iteration 22Q: 3 clusters Score -2.573558e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221145 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -25736668.000000 Penalty: 4029.451172
	Iteration 23Q: 3 clusters Score -2.573667e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223283 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -25737946.000000 Penalty: 4029.451172
	Iteration 24Q: 3 clusters Score -2.573795e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225359 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -25739180.000000 Penalty: 4029.451172
	Iteration 25Q: 3 clusters Score -2.573918e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227287 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -25740356.000000 Penalty: 4029.451172
	Iteration 26Q: 3 clusters Score -2.574036e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229098 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -25741508.000000 Penalty: 4029.451172
	Iteration 27Q: 3 clusters Score -2.574151e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -25742646.000000 Penalty: 4029.451172
	Iteration 28Q: 3 clusters Score -2.574265e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232273 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -25743694.000000 Penalty: 4029.451172
	Iteration 29Q: 3 clusters Score -2.574369e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233664 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -25744814.000000 Penalty: 4029.451172
	Iteration 30Q: 3 clusters Score -2.574481e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234880 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -25745826.000000 Penalty: 4029.451172
	Iteration 31Q: 3 clusters Score -2.574583e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235871 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -25746638.000000 Penalty: 4029.451172
	Iteration 32Q: 3 clusters Score -2.574664e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236709 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -25747320.000000 Penalty: 4029.451172
	Iteration 33Q: 3 clusters Score -2.574732e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237396 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -25747804.000000 Penalty: 4029.451172
	Iteration 34Q: 3 clusters Score -2.57478e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237965 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -25748272.000000 Penalty: 4029.451172
	Iteration 35Q: 3 clusters Score -2.574827e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238432 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -25748698.000000 Penalty: 4029.451172
	Iteration 36Q: 3 clusters Score -2.57487e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238813 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -25748924.000000 Penalty: 4029.451172
	Iteration 37Q: 3 clusters Score -2.574892e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239137 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -25749110.000000 Penalty: 4029.451172
	Iteration 38Q: 3 clusters Score -2.574911e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239400 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -25749222.000000 Penalty: 4029.451172
	Iteration 39Q: 3 clusters Score -2.574922e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239599 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -25749270.000000 Penalty: 4029.451172
	Iteration 40F: 3 clusters Score -2.574927e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239745 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -25749342.000000 Penalty: 4029.451172
	Iteration 41Q: 3 clusters Score -2.574934e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239887 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -25749402.000000 Penalty: 4029.451172
	Iteration 42Q: 3 clusters Score -2.57494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240010 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -25749518.000000 Penalty: 4029.451172
	Iteration 43Q: 3 clusters Score -2.574952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240105 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -25749534.000000 Penalty: 4029.451172
	Iteration 44Q: 3 clusters Score -2.574953e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240172 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -25749530.000000 Penalty: 4029.451172
	Iteration 45Q: 3 clusters Score -2.574953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240236 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25749570.000000 Penalty: 4029.451172
	Iteration 46Q: 3 clusters Score -2.574957e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240300 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -25749592.000000 Penalty: 4029.451172
	Iteration 47Q: 3 clusters Score -2.574959e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240358 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -25749664.000000 Penalty: 4029.451172
	Iteration 48Q: 3 clusters Score -2.574966e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240419 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -25749716.000000 Penalty: 4029.451172
	Iteration 49Q: 3 clusters Score -2.574972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240472 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25749750.000000 Penalty: 4029.451172
	Iteration 50Q: 3 clusters Score -2.574975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240515 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -25749744.000000 Penalty: 4029.451172
	Iteration 51Q: 3 clusters Score -2.574974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240547 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25749760.000000 Penalty: 4029.451172
	Iteration 52Q: 3 clusters Score -2.574976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240574 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -25749768.000000 Penalty: 4029.451172
	Iteration 53Q: 3 clusters Score -2.574977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240596 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -25749762.000000 Penalty: 4029.451172
	Iteration 54Q: 3 clusters Score -2.574976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240616 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -25749780.000000 Penalty: 4029.451172
	Iteration 55Q: 3 clusters Score -2.574978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -25749788.000000 Penalty: 4029.451172
	Iteration 56Q: 3 clusters Score -2.574979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240643 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -25749794.000000 Penalty: 4029.451172
	Iteration 57Q: 3 clusters Score -2.574979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240654 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -25749800.000000 Penalty: 4029.451172
	Iteration 58Q: 3 clusters Score -2.57498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240667 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25749822.000000 Penalty: 4029.451172
	Iteration 59Q: 3 clusters Score -2.574982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240678 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25749840.000000 Penalty: 4029.451172
	Iteration 60F: 3 clusters Score -2.574984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240694 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25749840.000000 Penalty: 4029.451172
	Iteration 61Q: 3 clusters Score -2.574984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240715 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -25749890.000000 Penalty: 4029.451172
	Iteration 62Q: 3 clusters Score -2.574989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240730 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -25749876.000000 Penalty: 4029.451172
	Iteration 63Q: 3 clusters Score -2.574988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -25749888.000000 Penalty: 4029.451172
	Iteration 64Q: 3 clusters Score -2.574989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240757 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25749878.000000 Penalty: 4029.451172
	Iteration 65Q: 3 clusters Score -2.574988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240769 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25749888.000000 Penalty: 4029.451172
	Iteration 66Q: 3 clusters Score -2.574989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240775 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -25749904.000000 Penalty: 4029.451172
	Iteration 67Q: 3 clusters Score -2.57499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240779 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -25749912.000000 Penalty: 4029.451172
	Iteration 68Q: 3 clusters Score -2.574991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240782 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25749912.000000 Penalty: 4029.451172
	Iteration 69Q: 3 clusters Score -2.574991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240789 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25749896.000000 Penalty: 4029.451172
	Iteration 70Q: 3 clusters Score -2.57499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240799 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25749896.000000 Penalty: 4029.451172
	Iteration 71Q: 3 clusters Score -2.57499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240811 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25749898.000000 Penalty: 4029.451172
	Iteration 72Q: 3 clusters Score -2.57499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240823 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -25749930.000000 Penalty: 4029.451172
	Iteration 73Q: 3 clusters Score -2.574993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240830 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25749940.000000 Penalty: 4029.451172
	Iteration 74Q: 3 clusters Score -2.574994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240834 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -25749950.000000 Penalty: 4029.451172
	Iteration 75Q: 3 clusters Score -2.574995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240840 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25749932.000000 Penalty: 4029.451172
	Iteration 76Q: 3 clusters Score -2.574993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240845 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25749948.000000 Penalty: 4029.451172
	Iteration 77Q: 3 clusters Score -2.574995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -25749940.000000 Penalty: 4029.451172
	Iteration 78Q: 3 clusters Score -2.574994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240845 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25749942.000000 Penalty: 4029.451172
	Iteration 79Q: 3 clusters Score -2.574994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240845 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25749942.000000 Penalty: 4029.451172
	Iteration 80F: 3 clusters Score -2.574994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Entering Unmasked Estep 
Score: -5501983.000000 Penalty: 1765.807739
	Iteration 0F: 2 clusters Score -5501983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5466859.500000 Penalty: 3531.615479
	Iteration 0F: 3 clusters Score -5466860 nChanged 24680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5480776.000000 Penalty: 3531.615479
	Iteration 1F: 3 clusters Score -5480776 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -5481178.500000 Penalty: 3531.615479
	Iteration 2Q: 3 clusters Score -5481178 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5481581.500000 Penalty: 3531.615479
	Iteration 3Q: 3 clusters Score -5481582 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5482087.000000 Penalty: 3531.615479
	Iteration 4Q: 3 clusters Score -5482087 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5482724.000000 Penalty: 3531.615479
	Iteration 5Q: 3 clusters Score -5482724 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5483659.000000 Penalty: 3531.615479
	Iteration 6Q: 3 clusters Score -5483659 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -5485091.000000 Penalty: 3531.615479
	Iteration 7F: 3 clusters Score -5485091 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5487226.500000 Penalty: 3531.615479
	Iteration 8F: 3 clusters Score -5487226 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -5490124.000000 Penalty: 3531.615479
	Iteration 9F: 3 clusters Score -5490124 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5493472.000000 Penalty: 3531.615479
	Iteration 10F: 3 clusters Score -5493472 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5496623.000000 Penalty: 3531.615479
	Iteration 11F: 3 clusters Score -5496623 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5498819.000000 Penalty: 3531.615479
	Iteration 12Q: 3 clusters Score -5498819 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5499769.500000 Penalty: 3531.615479
	Iteration 13Q: 3 clusters Score -5499770 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5500224.500000 Penalty: 3531.615479
	Iteration 14Q: 3 clusters Score -5500224 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5500411.000000 Penalty: 3531.615479
	Iteration 15Q: 3 clusters Score -5500411 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5500491.000000 Penalty: 3531.615479
	Iteration 16Q: 3 clusters Score -5500491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5500549.500000 Penalty: 3531.615479
	Iteration 17Q: 3 clusters Score -5500550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5500570.000000 Penalty: 3531.615479
	Iteration 18Q: 3 clusters Score -5500570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5500617.500000 Penalty: 3531.615479
	Iteration 19Q: 3 clusters Score -5500618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5500635.000000 Penalty: 3531.615479
	Iteration 20F: 3 clusters Score -5500635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5500637.500000 Penalty: 3531.615479
	Iteration 21Q: 3 clusters Score -5500638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5500646.000000 Penalty: 3531.615479
	Iteration 22Q: 3 clusters Score -5500646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5500641.500000 Penalty: 3531.615479
	Iteration 23Q: 3 clusters Score -5500642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5500646.500000 Penalty: 3531.615479
	Iteration 24Q: 3 clusters Score -5500646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5500651.000000 Penalty: 3531.615479
	Iteration 25Q: 3 clusters Score -5500651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5500651.000000 Penalty: 3531.615479
	Iteration 26F: 3 clusters Score -5500651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1099642.000000 Penalty: 1505.056885
	Iteration 0F: 2 clusters Score -1099642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1092145.625000 Penalty: 3010.113770
	Iteration 0F: 3 clusters Score -1092146 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1094600.625000 Penalty: 3010.113770
	Iteration 1F: 3 clusters Score -1094601 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1094880.125000 Penalty: 3010.113770
	Iteration 2F: 3 clusters Score -1094880 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1095100.250000 Penalty: 3010.113770
	Iteration 3F: 3 clusters Score -1095100 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1095303.375000 Penalty: 3010.113770
	Iteration 4Q: 3 clusters Score -1095303 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1095540.375000 Penalty: 3010.113770
	Iteration 5Q: 3 clusters Score -1095540 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1095825.250000 Penalty: 3010.113770
	Iteration 6F: 3 clusters Score -1095825 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1096146.625000 Penalty: 3010.113770
	Iteration 7F: 3 clusters Score -1096147 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1096511.125000 Penalty: 3010.113770
	Iteration 8F: 3 clusters Score -1096511 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1096914.875000 Penalty: 3010.113770
	Iteration 9F: 3 clusters Score -1096915 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1097349.875000 Penalty: 3010.113770
	Iteration 10Q: 3 clusters Score -1097350 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1097717.875000 Penalty: 3010.113770
	Iteration 11Q: 3 clusters Score -1097718 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1097997.750000 Penalty: 3010.113770
	Iteration 12Q: 3 clusters Score -1097998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1098164.125000 Penalty: 3010.113770
	Iteration 13Q: 3 clusters Score -1098164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1098252.625000 Penalty: 3010.113770
	Iteration 14Q: 3 clusters Score -1098253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1098320.000000 Penalty: 3010.113770
	Iteration 15Q: 3 clusters Score -1098320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1098363.500000 Penalty: 3010.113770
	Iteration 16Q: 3 clusters Score -1098364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1098397.625000 Penalty: 3010.113770
	Iteration 17Q: 3 clusters Score -1098398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1098418.875000 Penalty: 3010.113770
	Iteration 18Q: 3 clusters Score -1098419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1098429.750000 Penalty: 3010.113770
	Iteration 19Q: 3 clusters Score -1098430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1098438.125000 Penalty: 3010.113770
	Iteration 20F: 3 clusters Score -1098438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1098443.875000 Penalty: 3010.113770
	Iteration 21Q: 3 clusters Score -1098444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1098451.625000 Penalty: 3010.113770
	Iteration 22Q: 3 clusters Score -1098452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1098456.625000 Penalty: 3010.113770
	Iteration 23Q: 3 clusters Score -1098457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1098457.875000 Penalty: 3010.113770
	Iteration 24Q: 3 clusters Score -1098458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1098459.750000 Penalty: 3010.113770
	Iteration 25Q: 3 clusters Score -1098460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1098461.125000 Penalty: 3010.113770
	Iteration 26Q: 3 clusters Score -1098461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1098461.000000 Penalty: 3010.113770
	Iteration 27Q: 3 clusters Score -1098461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1098464.250000 Penalty: 3010.113770
	Iteration 28Q: 3 clusters Score -1098464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1098464.125000 Penalty: 3010.113770
	Iteration 29Q: 3 clusters Score -1098464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1098464.125000 Penalty: 3010.113770
	Iteration 30F: 3 clusters Score -1098464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (166879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Entering Unmasked Estep 
Score: -17858678.000000 Penalty: 1954.066406
	Iteration 0F: 2 clusters Score -1.785868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -17751980.000000 Penalty: 3908.132812
	Iteration 0F: 3 clusters Score -1.775198e+07 nChanged 80611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -17799406.000000 Penalty: 3908.132812
	Iteration 1F: 3 clusters Score -1.779941e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -17800172.000000 Penalty: 3908.132812
	Iteration 2Q: 3 clusters Score -1.780017e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -17801212.000000 Penalty: 3908.132812
	Iteration 3Q: 3 clusters Score -1.780121e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -17802904.000000 Penalty: 3908.132812
	Iteration 4Q: 3 clusters Score -1.78029e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -17805906.000000 Penalty: 3908.132812
	Iteration 5Q: 3 clusters Score -1.780591e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -17811328.000000 Penalty: 3908.132812
	Iteration 6F: 3 clusters Score -1.781133e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -17820356.000000 Penalty: 3908.132812
	Iteration 7F: 3 clusters Score -1.782036e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105729 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -17831610.000000 Penalty: 3908.132812
	Iteration 8F: 3 clusters Score -1.783161e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -17839706.000000 Penalty: 3908.132812
	Iteration 9F: 3 clusters Score -1.783971e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -17842976.000000 Penalty: 3908.132812
	Iteration 10Q: 3 clusters Score -1.784298e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -17845080.000000 Penalty: 3908.132812
	Iteration 11Q: 3 clusters Score -1.784508e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -17847010.000000 Penalty: 3908.132812
	Iteration 12Q: 3 clusters Score -1.784701e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -17848792.000000 Penalty: 3908.132812
	Iteration 13Q: 3 clusters Score -1.784879e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126763 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -17850626.000000 Penalty: 3908.132812
	Iteration 14Q: 3 clusters Score -1.785063e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -17852468.000000 Penalty: 3908.132812
	Iteration 15Q: 3 clusters Score -1.785247e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132581 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -17854278.000000 Penalty: 3908.132812
	Iteration 16Q: 3 clusters Score -1.785428e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -17855720.000000 Penalty: 3908.132812
	Iteration 17Q: 3 clusters Score -1.785572e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -17856886.000000 Penalty: 3908.132812
	Iteration 18Q: 3 clusters Score -1.785689e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138831 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -17857920.000000 Penalty: 3908.132812
	Iteration 19Q: 3 clusters Score -1.785792e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -17858590.000000 Penalty: 3908.132812
	Iteration 20F: 3 clusters Score -1.785859e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -17859010.000000 Penalty: 3908.132812
	Iteration 21Q: 3 clusters Score -1.785901e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -17859302.000000 Penalty: 3908.132812
	Iteration 22Q: 3 clusters Score -1.78593e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -17859574.000000 Penalty: 3908.132812
	Iteration 23Q: 3 clusters Score -1.785957e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145247 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -17859824.000000 Penalty: 3908.132812
	Iteration 24Q: 3 clusters Score -1.785982e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -17859936.000000 Penalty: 3908.132812
	Iteration 25Q: 3 clusters Score -1.785994e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -17860086.000000 Penalty: 3908.132812
	Iteration 26Q: 3 clusters Score -1.786009e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -17860202.000000 Penalty: 3908.132812
	Iteration 27Q: 3 clusters Score -1.78602e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -17860356.000000 Penalty: 3908.132812
	Iteration 28Q: 3 clusters Score -1.786036e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -17860360.000000 Penalty: 3908.132812
	Iteration 29Q: 3 clusters Score -1.786036e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151551 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -17860346.000000 Penalty: 3908.132812
	Iteration 30Q: 3 clusters Score -1.786035e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -17860384.000000 Penalty: 3908.132812
	Iteration 31Q: 3 clusters Score -1.786038e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153340 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -17860454.000000 Penalty: 3908.132812
	Iteration 32Q: 3 clusters Score -1.786045e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -17860380.000000 Penalty: 3908.132812
	Iteration 33Q: 3 clusters Score -1.786038e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -17860404.000000 Penalty: 3908.132812
	Iteration 34Q: 3 clusters Score -1.78604e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -17860460.000000 Penalty: 3908.132812
	Iteration 35Q: 3 clusters Score -1.786046e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -17860496.000000 Penalty: 3908.132812
	Iteration 36Q: 3 clusters Score -1.78605e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -17860400.000000 Penalty: 3908.132812
	Iteration 37Q: 3 clusters Score -1.78604e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -17860318.000000 Penalty: 3908.132812
	Iteration 38Q: 3 clusters Score -1.786032e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -17860250.000000 Penalty: 3908.132812
	Iteration 39Q: 3 clusters Score -1.786025e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -17860182.000000 Penalty: 3908.132812
	Iteration 40F: 3 clusters Score -1.786018e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159318 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -17860074.000000 Penalty: 3908.132812
	Iteration 41Q: 3 clusters Score -1.786007e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -17860084.000000 Penalty: 3908.132812
	Iteration 42Q: 3 clusters Score -1.786008e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -17859968.000000 Penalty: 3908.132812
	Iteration 43Q: 3 clusters Score -1.785997e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160571 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -17859866.000000 Penalty: 3908.132812
	Iteration 44Q: 3 clusters Score -1.785987e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -17859766.000000 Penalty: 3908.132812
	Iteration 45Q: 3 clusters Score -1.785977e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -17859740.000000 Penalty: 3908.132812
	Iteration 46Q: 3 clusters Score -1.785974e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161548 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -17859650.000000 Penalty: 3908.132812
	Iteration 47Q: 3 clusters Score -1.785965e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -17859678.000000 Penalty: 3908.132812
	Iteration 48Q: 3 clusters Score -1.785968e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -17859572.000000 Penalty: 3908.132812
	Iteration 49Q: 3 clusters Score -1.785957e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -17859512.000000 Penalty: 3908.132812
	Iteration 50Q: 3 clusters Score -1.785951e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -17859444.000000 Penalty: 3908.132812
	Iteration 51Q: 3 clusters Score -1.785944e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -17859422.000000 Penalty: 3908.132812
	Iteration 52Q: 3 clusters Score -1.785942e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -17859338.000000 Penalty: 3908.132812
	Iteration 53Q: 3 clusters Score -1.785934e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -17859274.000000 Penalty: 3908.132812
	Iteration 54Q: 3 clusters Score -1.785927e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -17859252.000000 Penalty: 3908.132812
	Iteration 55Q: 3 clusters Score -1.785925e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -17859214.000000 Penalty: 3908.132812
	Iteration 56Q: 3 clusters Score -1.785921e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163445 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -17859140.000000 Penalty: 3908.132812
	Iteration 57Q: 3 clusters Score -1.785914e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -17859052.000000 Penalty: 3908.132812
	Iteration 58Q: 3 clusters Score -1.785905e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17859024.000000 Penalty: 3908.132812
	Iteration 59Q: 3 clusters Score -1.785902e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -17859012.000000 Penalty: 3908.132812
	Iteration 60F: 3 clusters Score -1.785901e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17858972.000000 Penalty: 3908.132812
	Iteration 61Q: 3 clusters Score -1.785897e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17858922.000000 Penalty: 3908.132812
	Iteration 62Q: 3 clusters Score -1.785892e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -17858888.000000 Penalty: 3908.132812
	Iteration 63Q: 3 clusters Score -1.785889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -17858884.000000 Penalty: 3908.132812
	Iteration 64Q: 3 clusters Score -1.785888e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -17858884.000000 Penalty: 3908.132812
	Iteration 65Q: 3 clusters Score -1.785888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -17858868.000000 Penalty: 3908.132812
	Iteration 66Q: 3 clusters Score -1.785887e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -17858850.000000 Penalty: 3908.132812
	Iteration 67Q: 3 clusters Score -1.785885e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -17858818.000000 Penalty: 3908.132812
	Iteration 68Q: 3 clusters Score -1.785882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -17858814.000000 Penalty: 3908.132812
	Iteration 69Q: 3 clusters Score -1.785881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -17858774.000000 Penalty: 3908.132812
	Iteration 70Q: 3 clusters Score -1.785877e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -17858782.000000 Penalty: 3908.132812
	Iteration 71Q: 3 clusters Score -1.785878e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -17858772.000000 Penalty: 3908.132812
	Iteration 72Q: 3 clusters Score -1.785877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -17858732.000000 Penalty: 3908.132812
	Iteration 73Q: 3 clusters Score -1.785873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -17858720.000000 Penalty: 3908.132812
	Iteration 74Q: 3 clusters Score -1.785872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17858710.000000 Penalty: 3908.132812
	Iteration 75Q: 3 clusters Score -1.785871e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17858682.000000 Penalty: 3908.132812
	Iteration 76Q: 3 clusters Score -1.785868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164669 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17858670.000000 Penalty: 3908.132812
	Iteration 77Q: 3 clusters Score -1.785867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -17858656.000000 Penalty: 3908.132812
	Iteration 78Q: 3 clusters Score -1.785866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -17858646.000000 Penalty: 3908.132812
	Iteration 79Q: 3 clusters Score -1.785865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164782 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -17858624.000000 Penalty: 3908.132812
	Iteration 80F: 3 clusters Score -1.785862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17858600.000000 Penalty: 3908.132812
	Iteration 81Q: 3 clusters Score -1.78586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164841 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -17858600.000000 Penalty: 3908.132812
	Iteration 82Q: 3 clusters Score -1.78586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -17858570.000000 Penalty: 3908.132812
	Iteration 83Q: 3 clusters Score -1.785857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17858548.000000 Penalty: 3908.132812
	Iteration 84Q: 3 clusters Score -1.785855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17858538.000000 Penalty: 3908.132812
	Iteration 85Q: 3 clusters Score -1.785854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17858554.000000 Penalty: 3908.132812
	Iteration 86Q: 3 clusters Score -1.785855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164933 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -17858526.000000 Penalty: 3908.132812
	Iteration 87Q: 3 clusters Score -1.785853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -17858520.000000 Penalty: 3908.132812
	Iteration 88Q: 3 clusters Score -1.785852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17858498.000000 Penalty: 3908.132812
	Iteration 89Q: 3 clusters Score -1.78585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17858472.000000 Penalty: 3908.132812
	Iteration 90Q: 3 clusters Score -1.785847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -17858460.000000 Penalty: 3908.132812
	Iteration 91Q: 3 clusters Score -1.785846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17858446.000000 Penalty: 3908.132812
	Iteration 92Q: 3 clusters Score -1.785845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17858444.000000 Penalty: 3908.132812
	Iteration 93Q: 3 clusters Score -1.785844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17858438.000000 Penalty: 3908.132812
	Iteration 94Q: 3 clusters Score -1.785844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165081 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -17858442.000000 Penalty: 3908.132812
	Iteration 95Q: 3 clusters Score -1.785844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165095 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -17858434.000000 Penalty: 3908.132812
	Iteration 96Q: 3 clusters Score -1.785843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17858430.000000 Penalty: 3908.132812
	Iteration 97Q: 3 clusters Score -1.785843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17858428.000000 Penalty: 3908.132812
	Iteration 98Q: 3 clusters Score -1.785843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17858416.000000 Penalty: 3908.132812
	Iteration 99Q: 3 clusters Score -1.785842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17858418.000000 Penalty: 3908.132812
	Iteration 100F: 3 clusters Score -1.785842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17858414.000000 Penalty: 3908.132812
	Iteration 101Q: 3 clusters Score -1.785841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17858414.000000 Penalty: 3908.132812
	Iteration 102F: 3 clusters Score -1.785841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Entering Unmasked Estep 
Score: -17644594.000000 Penalty: 1952.172241
	Iteration 0F: 2 clusters Score -1.764459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -17538734.000000 Penalty: 3904.344482
	Iteration 0F: 3 clusters Score -1.753873e+07 nChanged 79808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -17585468.000000 Penalty: 3904.344482
	Iteration 1F: 3 clusters Score -1.758547e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -17586328.000000 Penalty: 3904.344482
	Iteration 2Q: 3 clusters Score -1.758633e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -17587766.000000 Penalty: 3904.344482
	Iteration 3Q: 3 clusters Score -1.758777e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -17589794.000000 Penalty: 3904.344482
	Iteration 4Q: 3 clusters Score -1.758979e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -17593328.000000 Penalty: 3904.344482
	Iteration 5Q: 3 clusters Score -1.759333e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -17599470.000000 Penalty: 3904.344482
	Iteration 6F: 3 clusters Score -1.759947e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -17608540.000000 Penalty: 3904.344482
	Iteration 7F: 3 clusters Score -1.760854e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117268 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -17619316.000000 Penalty: 3904.344482
	Iteration 8F: 3 clusters Score -1.761932e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122614 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -17627768.000000 Penalty: 3904.344482
	Iteration 9F: 3 clusters Score -1.762777e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -17632116.000000 Penalty: 3904.344482
	Iteration 10Q: 3 clusters Score -1.763212e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -17634042.000000 Penalty: 3904.344482
	Iteration 11Q: 3 clusters Score -1.763404e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -17635436.000000 Penalty: 3904.344482
	Iteration 12Q: 3 clusters Score -1.763544e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133101 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -17636422.000000 Penalty: 3904.344482
	Iteration 13Q: 3 clusters Score -1.763642e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135032 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -17637100.000000 Penalty: 3904.344482
	Iteration 14Q: 3 clusters Score -1.76371e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136806 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -17637764.000000 Penalty: 3904.344482
	Iteration 15Q: 3 clusters Score -1.763776e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -17638264.000000 Penalty: 3904.344482
	Iteration 16Q: 3 clusters Score -1.763826e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -17638864.000000 Penalty: 3904.344482
	Iteration 17Q: 3 clusters Score -1.763886e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141793 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -17639316.000000 Penalty: 3904.344482
	Iteration 18Q: 3 clusters Score -1.763932e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -17639666.000000 Penalty: 3904.344482
	Iteration 19Q: 3 clusters Score -1.763967e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -17640160.000000 Penalty: 3904.344482
	Iteration 20F: 3 clusters Score -1.764016e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -17640500.000000 Penalty: 3904.344482
	Iteration 21Q: 3 clusters Score -1.76405e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -17640858.000000 Penalty: 3904.344482
	Iteration 22Q: 3 clusters Score -1.764086e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -17641070.000000 Penalty: 3904.344482
	Iteration 23Q: 3 clusters Score -1.764107e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -17641280.000000 Penalty: 3904.344482
	Iteration 24Q: 3 clusters Score -1.764128e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151770 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -17641418.000000 Penalty: 3904.344482
	Iteration 25Q: 3 clusters Score -1.764142e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -17641684.000000 Penalty: 3904.344482
	Iteration 26Q: 3 clusters Score -1.764168e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -17641860.000000 Penalty: 3904.344482
	Iteration 27Q: 3 clusters Score -1.764186e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -17642044.000000 Penalty: 3904.344482
	Iteration 28Q: 3 clusters Score -1.764204e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -17642158.000000 Penalty: 3904.344482
	Iteration 29Q: 3 clusters Score -1.764216e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -17642284.000000 Penalty: 3904.344482
	Iteration 30Q: 3 clusters Score -1.764228e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -17642392.000000 Penalty: 3904.344482
	Iteration 31Q: 3 clusters Score -1.764239e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -17642512.000000 Penalty: 3904.344482
	Iteration 32Q: 3 clusters Score -1.764251e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -17642534.000000 Penalty: 3904.344482
	Iteration 33Q: 3 clusters Score -1.764253e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -17642562.000000 Penalty: 3904.344482
	Iteration 34Q: 3 clusters Score -1.764256e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -17642606.000000 Penalty: 3904.344482
	Iteration 35Q: 3 clusters Score -1.764261e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -17642676.000000 Penalty: 3904.344482
	Iteration 36Q: 3 clusters Score -1.764268e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -17642726.000000 Penalty: 3904.344482
	Iteration 37Q: 3 clusters Score -1.764273e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -17642702.000000 Penalty: 3904.344482
	Iteration 38Q: 3 clusters Score -1.76427e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -17642744.000000 Penalty: 3904.344482
	Iteration 39Q: 3 clusters Score -1.764274e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -17642766.000000 Penalty: 3904.344482
	Iteration 40F: 3 clusters Score -1.764277e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -17642764.000000 Penalty: 3904.344482
	Iteration 41Q: 3 clusters Score -1.764276e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -17642786.000000 Penalty: 3904.344482
	Iteration 42Q: 3 clusters Score -1.764279e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -17642794.000000 Penalty: 3904.344482
	Iteration 43Q: 3 clusters Score -1.764279e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -17642838.000000 Penalty: 3904.344482
	Iteration 44Q: 3 clusters Score -1.764284e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161561 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -17642880.000000 Penalty: 3904.344482
	Iteration 45Q: 3 clusters Score -1.764288e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161701 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17642902.000000 Penalty: 3904.344482
	Iteration 46Q: 3 clusters Score -1.76429e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161807 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -17642898.000000 Penalty: 3904.344482
	Iteration 47Q: 3 clusters Score -1.76429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -17642938.000000 Penalty: 3904.344482
	Iteration 48Q: 3 clusters Score -1.764294e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -17642946.000000 Penalty: 3904.344482
	Iteration 49Q: 3 clusters Score -1.764295e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -17642936.000000 Penalty: 3904.344482
	Iteration 50Q: 3 clusters Score -1.764294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -17642948.000000 Penalty: 3904.344482
	Iteration 51Q: 3 clusters Score -1.764295e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -17642944.000000 Penalty: 3904.344482
	Iteration 52Q: 3 clusters Score -1.764294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17642942.000000 Penalty: 3904.344482
	Iteration 53Q: 3 clusters Score -1.764294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -17642960.000000 Penalty: 3904.344482
	Iteration 54Q: 3 clusters Score -1.764296e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162316 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -17642956.000000 Penalty: 3904.344482
	Iteration 55Q: 3 clusters Score -1.764296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -17643000.000000 Penalty: 3904.344482
	Iteration 56Q: 3 clusters Score -1.7643e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162409 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -17643006.000000 Penalty: 3904.344482
	Iteration 57Q: 3 clusters Score -1.764301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -17642976.000000 Penalty: 3904.344482
	Iteration 58Q: 3 clusters Score -1.764298e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -17642980.000000 Penalty: 3904.344482
	Iteration 59Q: 3 clusters Score -1.764298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162507 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -17643004.000000 Penalty: 3904.344482
	Iteration 60F: 3 clusters Score -1.7643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -17643014.000000 Penalty: 3904.344482
	Iteration 61Q: 3 clusters Score -1.764301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -17643042.000000 Penalty: 3904.344482
	Iteration 62Q: 3 clusters Score -1.764304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -17643020.000000 Penalty: 3904.344482
	Iteration 63Q: 3 clusters Score -1.764302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162613 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -17643038.000000 Penalty: 3904.344482
	Iteration 64Q: 3 clusters Score -1.764304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162630 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 65Q: 3 clusters Score -1.764304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -17643040.000000 Penalty: 3904.344482
	Iteration 66Q: 3 clusters Score -1.764304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -17643032.000000 Penalty: 3904.344482
	Iteration 67Q: 3 clusters Score -1.764303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -17643034.000000 Penalty: 3904.344482
	Iteration 68Q: 3 clusters Score -1.764303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -17643030.000000 Penalty: 3904.344482
	Iteration 69Q: 3 clusters Score -1.764303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -17643032.000000 Penalty: 3904.344482
	Iteration 70Q: 3 clusters Score -1.764303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162709 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -17643022.000000 Penalty: 3904.344482
	Iteration 71Q: 3 clusters Score -1.764302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17643022.000000 Penalty: 3904.344482
	Iteration 72Q: 3 clusters Score -1.764302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -17643022.000000 Penalty: 3904.344482
	Iteration 73Q: 3 clusters Score -1.764302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -17643024.000000 Penalty: 3904.344482
	Iteration 74Q: 3 clusters Score -1.764302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 75Q: 3 clusters Score -1.764304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 76Q: 3 clusters Score -1.764304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -17643034.000000 Penalty: 3904.344482
	Iteration 77Q: 3 clusters Score -1.764303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162753 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17643034.000000 Penalty: 3904.344482
	Iteration 78Q: 3 clusters Score -1.764303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 79Q: 3 clusters Score -1.764304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -17643044.000000 Penalty: 3904.344482
	Iteration 80F: 3 clusters Score -1.764304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17643046.000000 Penalty: 3904.344482
	Iteration 81Q: 3 clusters Score -1.764305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17643066.000000 Penalty: 3904.344482
	Iteration 82Q: 3 clusters Score -1.764307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 83Q: 3 clusters Score -1.764304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -17643044.000000 Penalty: 3904.344482
	Iteration 84Q: 3 clusters Score -1.764304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -17643040.000000 Penalty: 3904.344482
	Iteration 85Q: 3 clusters Score -1.764304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162797 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17643046.000000 Penalty: 3904.344482
	Iteration 86Q: 3 clusters Score -1.764305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162803 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17643040.000000 Penalty: 3904.344482
	Iteration 87Q: 3 clusters Score -1.764304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162810 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17643048.000000 Penalty: 3904.344482
	Iteration 88Q: 3 clusters Score -1.764305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17643050.000000 Penalty: 3904.344482
	Iteration 89Q: 3 clusters Score -1.764305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162820 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -17643044.000000 Penalty: 3904.344482
	Iteration 90Q: 3 clusters Score -1.764304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17643038.000000 Penalty: 3904.344482
	Iteration 91Q: 3 clusters Score -1.764304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162841 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17643042.000000 Penalty: 3904.344482
	Iteration 92Q: 3 clusters Score -1.764304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17643048.000000 Penalty: 3904.344482
	Iteration 93Q: 3 clusters Score -1.764305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162847 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17643042.000000 Penalty: 3904.344482
	Iteration 94Q: 3 clusters Score -1.764304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162847 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17643040.000000 Penalty: 3904.344482
	Iteration 95Q: 3 clusters Score -1.764304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 96Q: 3 clusters Score -1.764304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17643038.000000 Penalty: 3904.344482
	Iteration 97Q: 3 clusters Score -1.764304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162853 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17643040.000000 Penalty: 3904.344482
	Iteration 98Q: 3 clusters Score -1.764304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17643044.000000 Penalty: 3904.344482
	Iteration 99Q: 3 clusters Score -1.764304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17643036.000000 Penalty: 3904.344482
	Iteration 100F: 3 clusters Score -1.764304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Entering Unmasked Estep 
Score: -3121783.500000 Penalty: 1674.384766
	Iteration 0F: 2 clusters Score -3121784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3101838.750000 Penalty: 3348.769531
	Iteration 0F: 3 clusters Score -3101839 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3109750.000000 Penalty: 3348.769531
	Iteration 1F: 3 clusters Score -3109750 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3110499.500000 Penalty: 3348.769531
	Iteration 2F: 3 clusters Score -3110500 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3111350.750000 Penalty: 3348.769531
	Iteration 3F: 3 clusters Score -3111351 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3112313.000000 Penalty: 3348.769531
	Iteration 4F: 3 clusters Score -3112313 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3113435.500000 Penalty: 3348.769531
	Iteration 5F: 3 clusters Score -3113436 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3114692.750000 Penalty: 3348.769531
	Iteration 6F: 3 clusters Score -3114693 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3116012.000000 Penalty: 3348.769531
	Iteration 7F: 3 clusters Score -3116012 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3117210.500000 Penalty: 3348.769531
	Iteration 8F: 3 clusters Score -3117210 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3118068.250000 Penalty: 3348.769531
	Iteration 9Q: 3 clusters Score -3118068 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3118627.750000 Penalty: 3348.769531
	Iteration 10Q: 3 clusters Score -3118628 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3119022.250000 Penalty: 3348.769531
	Iteration 11Q: 3 clusters Score -3119022 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3119320.000000 Penalty: 3348.769531
	Iteration 12Q: 3 clusters Score -3119320 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3119594.500000 Penalty: 3348.769531
	Iteration 13Q: 3 clusters Score -3119594 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3119836.250000 Penalty: 3348.769531
	Iteration 14Q: 3 clusters Score -3119836 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3120027.500000 Penalty: 3348.769531
	Iteration 15Q: 3 clusters Score -3120028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3120192.750000 Penalty: 3348.769531
	Iteration 16Q: 3 clusters Score -3120193 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3120341.750000 Penalty: 3348.769531
	Iteration 17Q: 3 clusters Score -3120342 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3120501.000000 Penalty: 3348.769531
	Iteration 18Q: 3 clusters Score -3120501 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3120655.750000 Penalty: 3348.769531
	Iteration 19Q: 3 clusters Score -3120656 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3120780.500000 Penalty: 3348.769531
	Iteration 20F: 3 clusters Score -3120780 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3120893.500000 Penalty: 3348.769531
	Iteration 21Q: 3 clusters Score -3120894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3120980.750000 Penalty: 3348.769531
	Iteration 22Q: 3 clusters Score -3120981 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3121040.000000 Penalty: 3348.769531
	Iteration 23Q: 3 clusters Score -3121040 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3121116.500000 Penalty: 3348.769531
	Iteration 24Q: 3 clusters Score -3121116 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3121170.500000 Penalty: 3348.769531
	Iteration 25Q: 3 clusters Score -3121170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3121202.250000 Penalty: 3348.769531
	Iteration 26Q: 3 clusters Score -3121202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3121233.750000 Penalty: 3348.769531
	Iteration 27Q: 3 clusters Score -3121234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3121256.750000 Penalty: 3348.769531
	Iteration 28Q: 3 clusters Score -3121257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3121306.250000 Penalty: 3348.769531
	Iteration 29Q: 3 clusters Score -3121306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3121334.750000 Penalty: 3348.769531
	Iteration 30Q: 3 clusters Score -3121335 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3121372.250000 Penalty: 3348.769531
	Iteration 31Q: 3 clusters Score -3121372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3121398.250000 Penalty: 3348.769531
	Iteration 32Q: 3 clusters Score -3121398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3121416.250000 Penalty: 3348.769531
	Iteration 33Q: 3 clusters Score -3121416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3121424.750000 Penalty: 3348.769531
	Iteration 34Q: 3 clusters Score -3121425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3121444.250000 Penalty: 3348.769531
	Iteration 35Q: 3 clusters Score -3121444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3121462.250000 Penalty: 3348.769531
	Iteration 36Q: 3 clusters Score -3121462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3121474.000000 Penalty: 3348.769531
	Iteration 37Q: 3 clusters Score -3121474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3121483.500000 Penalty: 3348.769531
	Iteration 38Q: 3 clusters Score -3121484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3121487.000000 Penalty: 3348.769531
	Iteration 39Q: 3 clusters Score -3121487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3121494.500000 Penalty: 3348.769531
	Iteration 40F: 3 clusters Score -3121494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3121508.500000 Penalty: 3348.769531
	Iteration 41Q: 3 clusters Score -3121508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3121517.750000 Penalty: 3348.769531
	Iteration 42Q: 3 clusters Score -3121518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3121522.500000 Penalty: 3348.769531
	Iteration 43Q: 3 clusters Score -3121522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3121531.500000 Penalty: 3348.769531
	Iteration 44Q: 3 clusters Score -3121532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3121540.500000 Penalty: 3348.769531
	Iteration 45Q: 3 clusters Score -3121540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3121543.250000 Penalty: 3348.769531
	Iteration 46Q: 3 clusters Score -3121543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3121546.250000 Penalty: 3348.769531
	Iteration 47Q: 3 clusters Score -3121546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3121545.000000 Penalty: 3348.769531
	Iteration 48Q: 3 clusters Score -3121545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3121551.000000 Penalty: 3348.769531
	Iteration 49Q: 3 clusters Score -3121551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3121552.000000 Penalty: 3348.769531
	Iteration 50Q: 3 clusters Score -3121552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3121548.500000 Penalty: 3348.769531
	Iteration 51Q: 3 clusters Score -3121548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3121550.000000 Penalty: 3348.769531
	Iteration 52Q: 3 clusters Score -3121550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3121548.750000 Penalty: 3348.769531
	Iteration 53Q: 3 clusters Score -3121549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3121547.750000 Penalty: 3348.769531
	Iteration 54Q: 3 clusters Score -3121548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3121547.750000 Penalty: 3348.769531
	Iteration 55F: 3 clusters Score -3121548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -166601.343750 Penalty: 1204.868042
	Iteration 0F: 2 clusters Score -166601.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164706.812500 Penalty: 2409.736084
	Iteration 0F: 3 clusters Score -164706.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165108.265625 Penalty: 2409.736084
	Iteration 1F: 3 clusters Score -165108.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -165343.843750 Penalty: 2409.736084
	Iteration 2F: 3 clusters Score -165343.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165493.328125 Penalty: 2409.736084
	Iteration 3F: 3 clusters Score -165493.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -165617.328125 Penalty: 2409.736084
	Iteration 4F: 3 clusters Score -165617.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -165698.031250 Penalty: 2409.736084
	Iteration 5Q: 3 clusters Score -165698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -165776.812500 Penalty: 2409.736084
	Iteration 6Q: 3 clusters Score -165776.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -165832.109375 Penalty: 2409.736084
	Iteration 7Q: 3 clusters Score -165832.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -165865.437500 Penalty: 2409.736084
	Iteration 8Q: 3 clusters Score -165865.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -165885.625000 Penalty: 2409.736084
	Iteration 9Q: 3 clusters Score -165885.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165907.500000 Penalty: 2409.736084
	Iteration 10Q: 3 clusters Score -165907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -165925.031250 Penalty: 2409.736084
	Iteration 11Q: 3 clusters Score -165925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165937.343750 Penalty: 2409.736084
	Iteration 12Q: 3 clusters Score -165937.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -165947.484375 Penalty: 2409.736084
	Iteration 13Q: 3 clusters Score -165947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -165957.265625 Penalty: 2409.736084
	Iteration 14Q: 3 clusters Score -165957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -165961.437500 Penalty: 2409.736084
	Iteration 15Q: 3 clusters Score -165961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -165963.828125 Penalty: 2409.736084
	Iteration 16Q: 3 clusters Score -165963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -165968.906250 Penalty: 2409.736084
	Iteration 17Q: 3 clusters Score -165968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -165972.578125 Penalty: 2409.736084
	Iteration 18Q: 3 clusters Score -165972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -165977.109375 Penalty: 2409.736084
	Iteration 19Q: 3 clusters Score -165977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165980.015625 Penalty: 2409.736084
	Iteration 20F: 3 clusters Score -165980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165980.953125 Penalty: 2409.736084
	Iteration 21Q: 3 clusters Score -165981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -165981.921875 Penalty: 2409.736084
	Iteration 22Q: 3 clusters Score -165981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -165982.593750 Penalty: 2409.736084
	Iteration 23Q: 3 clusters Score -165982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -165982.593750 Penalty: 2409.736084
	Iteration 24F: 3 clusters Score -165982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Entering Unmasked Estep 
Score: -1177513.375000 Penalty: 1518.029419
	Iteration 0F: 2 clusters Score -1177513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1169433.625000 Penalty: 3036.058838
	Iteration 0F: 3 clusters Score -1169434 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1172229.375000 Penalty: 3036.058838
	Iteration 1F: 3 clusters Score -1172229 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1172607.250000 Penalty: 3036.058838
	Iteration 2F: 3 clusters Score -1172607 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1172974.500000 Penalty: 3036.058838
	Iteration 3F: 3 clusters Score -1172974 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1173398.750000 Penalty: 3036.058838
	Iteration 4F: 3 clusters Score -1173399 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1173844.625000 Penalty: 3036.058838
	Iteration 5F: 3 clusters Score -1173845 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1174320.875000 Penalty: 3036.058838
	Iteration 6F: 3 clusters Score -1174321 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1174796.625000 Penalty: 3036.058838
	Iteration 7F: 3 clusters Score -1174797 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1175230.875000 Penalty: 3036.058838
	Iteration 8F: 3 clusters Score -1175231 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1175633.125000 Penalty: 3036.058838
	Iteration 9F: 3 clusters Score -1175633 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1175965.875000 Penalty: 3036.058838
	Iteration 10Q: 3 clusters Score -1175966 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1176207.625000 Penalty: 3036.058838
	Iteration 11Q: 3 clusters Score -1176208 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1176363.375000 Penalty: 3036.058838
	Iteration 12Q: 3 clusters Score -1176363 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1176484.250000 Penalty: 3036.058838
	Iteration 13Q: 3 clusters Score -1176484 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1176606.125000 Penalty: 3036.058838
	Iteration 14Q: 3 clusters Score -1176606 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1176689.250000 Penalty: 3036.058838
	Iteration 15Q: 3 clusters Score -1176689 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1176750.000000 Penalty: 3036.058838
	Iteration 16Q: 3 clusters Score -1176750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1176805.375000 Penalty: 3036.058838
	Iteration 17Q: 3 clusters Score -1176805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1176850.500000 Penalty: 3036.058838
	Iteration 18Q: 3 clusters Score -1176850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1176877.000000 Penalty: 3036.058838
	Iteration 19Q: 3 clusters Score -1176877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1176899.125000 Penalty: 3036.058838
	Iteration 20F: 3 clusters Score -1176899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1176910.375000 Penalty: 3036.058838
	Iteration 21Q: 3 clusters Score -1176910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1176922.250000 Penalty: 3036.058838
	Iteration 22Q: 3 clusters Score -1176922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1176933.750000 Penalty: 3036.058838
	Iteration 23Q: 3 clusters Score -1176934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1176947.250000 Penalty: 3036.058838
	Iteration 24Q: 3 clusters Score -1176947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1176954.375000 Penalty: 3036.058838
	Iteration 25Q: 3 clusters Score -1176954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1176961.500000 Penalty: 3036.058838
	Iteration 26Q: 3 clusters Score -1176962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1176968.000000 Penalty: 3036.058838
	Iteration 27Q: 3 clusters Score -1176968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1176972.625000 Penalty: 3036.058838
	Iteration 28Q: 3 clusters Score -1176973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1176975.875000 Penalty: 3036.058838
	Iteration 29Q: 3 clusters Score -1176976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1176974.125000 Penalty: 3036.058838
	Iteration 30Q: 3 clusters Score -1176974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1176976.000000 Penalty: 3036.058838
	Iteration 31Q: 3 clusters Score -1176976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1176978.875000 Penalty: 3036.058838
	Iteration 32Q: 3 clusters Score -1176979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1176983.250000 Penalty: 3036.058838
	Iteration 33Q: 3 clusters Score -1176983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1176988.250000 Penalty: 3036.058838
	Iteration 34Q: 3 clusters Score -1176988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1176989.375000 Penalty: 3036.058838
	Iteration 35Q: 3 clusters Score -1176989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1176992.000000 Penalty: 3036.058838
	Iteration 36Q: 3 clusters Score -1176992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1176994.375000 Penalty: 3036.058838
	Iteration 37Q: 3 clusters Score -1176994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1176992.250000 Penalty: 3036.058838
	Iteration 38Q: 3 clusters Score -1176992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1176993.375000 Penalty: 3036.058838
	Iteration 39Q: 3 clusters Score -1176993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1176994.375000 Penalty: 3036.058838
	Iteration 40F: 3 clusters Score -1176994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1176995.500000 Penalty: 3036.058838
	Iteration 41Q: 3 clusters Score -1176996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1176998.250000 Penalty: 3036.058838
	Iteration 42Q: 3 clusters Score -1176998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1176997.750000 Penalty: 3036.058838
	Iteration 43Q: 3 clusters Score -1176998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1176999.750000 Penalty: 3036.058838
	Iteration 44Q: 3 clusters Score -1177000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1176999.875000 Penalty: 3036.058838
	Iteration 45Q: 3 clusters Score -1177000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1176999.375000 Penalty: 3036.058838
	Iteration 46Q: 3 clusters Score -1176999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1176999.875000 Penalty: 3036.058838
	Iteration 47Q: 3 clusters Score -1177000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1177001.500000 Penalty: 3036.058838
	Iteration 48Q: 3 clusters Score -1177002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1176998.750000 Penalty: 3036.058838
	Iteration 49Q: 3 clusters Score -1176999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1177001.125000 Penalty: 3036.058838
	Iteration 50Q: 3 clusters Score -1177001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1177001.125000 Penalty: 3036.058838
	Iteration 51F: 3 clusters Score -1177001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11648.994141 Penalty: 812.046997
	Iteration 0F: 2 clusters Score -11648.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11255.248047 Penalty: 1624.093994
	Iteration 0F: 3 clusters Score -11255.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11378.144531 Penalty: 1624.093994
	Iteration 1F: 3 clusters Score -11378.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11411.603516 Penalty: 1624.093994
	Iteration 2F: 3 clusters Score -11411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11422.803711 Penalty: 1624.093994
	Iteration 3Q: 3 clusters Score -11422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11428.832031 Penalty: 1624.093994
	Iteration 4Q: 3 clusters Score -11428.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11433.018555 Penalty: 1624.093994
	Iteration 5Q: 3 clusters Score -11433.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11433.018555 Penalty: 1624.093994
	Iteration 6F: 3 clusters Score -11433.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -134434.625000 Penalty: 1167.625366
	Iteration 0F: 2 clusters Score -134434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132775.046875 Penalty: 2335.250732
	Iteration 0F: 3 clusters Score -132775 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -133105.687500 Penalty: 2335.250732
	Iteration 1F: 3 clusters Score -133105.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -133203.171875 Penalty: 2335.250732
	Iteration 2F: 3 clusters Score -133203.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133250.890625 Penalty: 2335.250732
	Iteration 3Q: 3 clusters Score -133250.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133271.390625 Penalty: 2335.250732
	Iteration 4Q: 3 clusters Score -133271.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133286.265625 Penalty: 2335.250732
	Iteration 5Q: 3 clusters Score -133286.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133296.921875 Penalty: 2335.250732
	Iteration 6Q: 3 clusters Score -133296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133303.390625 Penalty: 2335.250732
	Iteration 7Q: 3 clusters Score -133303.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133311.046875 Penalty: 2335.250732
	Iteration 8Q: 3 clusters Score -133311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133315.375000 Penalty: 2335.250732
	Iteration 9Q: 3 clusters Score -133315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133318.265625 Penalty: 2335.250732
	Iteration 10Q: 3 clusters Score -133318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133320.953125 Penalty: 2335.250732
	Iteration 11Q: 3 clusters Score -133321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133323.687500 Penalty: 2335.250732
	Iteration 12Q: 3 clusters Score -133323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133325.718750 Penalty: 2335.250732
	Iteration 13Q: 3 clusters Score -133325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -133327.593750 Penalty: 2335.250732
	Iteration 14Q: 3 clusters Score -133327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -133328.843750 Penalty: 2335.250732
	Iteration 15Q: 3 clusters Score -133328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -133330.093750 Penalty: 2335.250732
	Iteration 16Q: 3 clusters Score -133330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133331.765625 Penalty: 2335.250732
	Iteration 17Q: 3 clusters Score -133331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133333.703125 Penalty: 2335.250732
	Iteration 18Q: 3 clusters Score -133333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133334.734375 Penalty: 2335.250732
	Iteration 19Q: 3 clusters Score -133334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133335.125000 Penalty: 2335.250732
	Iteration 20F: 3 clusters Score -133335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1186772.875000 Penalty: 1509.772217
	Iteration 0F: 2 clusters Score -1186773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1179007.000000 Penalty: 3019.544434
	Iteration 0F: 3 clusters Score -1179007 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1181524.500000 Penalty: 3019.544434
	Iteration 1F: 3 clusters Score -1181524 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1181780.875000 Penalty: 3019.544434
	Iteration 2F: 3 clusters Score -1181781 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1181968.625000 Penalty: 3019.544434
	Iteration 3Q: 3 clusters Score -1181969 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1182124.750000 Penalty: 3019.544434
	Iteration 4Q: 3 clusters Score -1182125 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1182241.750000 Penalty: 3019.544434
	Iteration 5Q: 3 clusters Score -1182242 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1182345.000000 Penalty: 3019.544434
	Iteration 6Q: 3 clusters Score -1182345 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1182447.000000 Penalty: 3019.544434
	Iteration 7Q: 3 clusters Score -1182447 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1182562.125000 Penalty: 3019.544434
	Iteration 8Q: 3 clusters Score -1182562 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1182695.125000 Penalty: 3019.544434
	Iteration 9Q: 3 clusters Score -1182695 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1182869.875000 Penalty: 3019.544434
	Iteration 10Q: 3 clusters Score -1182870 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1183100.625000 Penalty: 3019.544434
	Iteration 11Q: 3 clusters Score -1183101 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1183386.375000 Penalty: 3019.544434
	Iteration 12Q: 3 clusters Score -1183386 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1183731.250000 Penalty: 3019.544434
	Iteration 13Q: 3 clusters Score -1183731 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1184088.000000 Penalty: 3019.544434
	Iteration 14Q: 3 clusters Score -1184088 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1184420.875000 Penalty: 3019.544434
	Iteration 15Q: 3 clusters Score -1184421 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1184682.250000 Penalty: 3019.544434
	Iteration 16Q: 3 clusters Score -1184682 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1184890.000000 Penalty: 3019.544434
	Iteration 17Q: 3 clusters Score -1184890 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1185035.250000 Penalty: 3019.544434
	Iteration 18Q: 3 clusters Score -1185035 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1185150.375000 Penalty: 3019.544434
	Iteration 19Q: 3 clusters Score -1185150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1185224.625000 Penalty: 3019.544434
	Iteration 20F: 3 clusters Score -1185225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1185277.000000 Penalty: 3019.544434
	Iteration 21Q: 3 clusters Score -1185277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1185316.750000 Penalty: 3019.544434
	Iteration 22Q: 3 clusters Score -1185317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1185348.875000 Penalty: 3019.544434
	Iteration 23Q: 3 clusters Score -1185349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1185368.375000 Penalty: 3019.544434
	Iteration 24Q: 3 clusters Score -1185368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1185383.625000 Penalty: 3019.544434
	Iteration 25Q: 3 clusters Score -1185384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1185399.875000 Penalty: 3019.544434
	Iteration 26Q: 3 clusters Score -1185400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1185417.000000 Penalty: 3019.544434
	Iteration 27Q: 3 clusters Score -1185417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1185434.250000 Penalty: 3019.544434
	Iteration 28Q: 3 clusters Score -1185434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1185442.875000 Penalty: 3019.544434
	Iteration 29Q: 3 clusters Score -1185443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1185451.000000 Penalty: 3019.544434
	Iteration 30Q: 3 clusters Score -1185451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1185458.000000 Penalty: 3019.544434
	Iteration 31Q: 3 clusters Score -1185458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1185459.375000 Penalty: 3019.544434
	Iteration 32Q: 3 clusters Score -1185459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1185459.875000 Penalty: 3019.544434
	Iteration 33Q: 3 clusters Score -1185460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1185461.500000 Penalty: 3019.544434
	Iteration 34Q: 3 clusters Score -1185462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1185462.375000 Penalty: 3019.544434
	Iteration 35Q: 3 clusters Score -1185462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1185463.625000 Penalty: 3019.544434
	Iteration 36Q: 3 clusters Score -1185464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1185463.625000 Penalty: 3019.544434
	Iteration 37F: 3 clusters Score -1185464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -653075.187500 Penalty: 1413.454224
	Iteration 0F: 2 clusters Score -653075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -648424.812500 Penalty: 2826.908447
	Iteration 0F: 3 clusters Score -648424.8 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -649875.375000 Penalty: 2826.908447
	Iteration 1F: 3 clusters Score -649875.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -650050.875000 Penalty: 2826.908447
	Iteration 2F: 3 clusters Score -650050.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -650185.937500 Penalty: 2826.908447
	Iteration 3Q: 3 clusters Score -650185.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -650293.125000 Penalty: 2826.908447
	Iteration 4Q: 3 clusters Score -650293.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -650406.125000 Penalty: 2826.908447
	Iteration 5Q: 3 clusters Score -650406.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -650513.625000 Penalty: 2826.908447
	Iteration 6Q: 3 clusters Score -650513.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -650629.750000 Penalty: 2826.908447
	Iteration 7Q: 3 clusters Score -650629.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -650761.812500 Penalty: 2826.908447
	Iteration 8Q: 3 clusters Score -650761.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -650880.187500 Penalty: 2826.908447
	Iteration 9Q: 3 clusters Score -650880.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -651015.625000 Penalty: 2826.908447
	Iteration 10Q: 3 clusters Score -651015.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -651148.875000 Penalty: 2826.908447
	Iteration 11Q: 3 clusters Score -651148.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -651270.750000 Penalty: 2826.908447
	Iteration 12Q: 3 clusters Score -651270.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -651381.437500 Penalty: 2826.908447
	Iteration 13Q: 3 clusters Score -651381.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -651483.875000 Penalty: 2826.908447
	Iteration 14Q: 3 clusters Score -651483.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -651585.125000 Penalty: 2826.908447
	Iteration 15Q: 3 clusters Score -651585.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -651667.687500 Penalty: 2826.908447
	Iteration 16Q: 3 clusters Score -651667.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -651714.375000 Penalty: 2826.908447
	Iteration 17Q: 3 clusters Score -651714.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -651746.000000 Penalty: 2826.908447
	Iteration 18Q: 3 clusters Score -651746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -651772.062500 Penalty: 2826.908447
	Iteration 19Q: 3 clusters Score -651772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -651784.500000 Penalty: 2826.908447
	Iteration 20F: 3 clusters Score -651784.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -651797.250000 Penalty: 2826.908447
	Iteration 21Q: 3 clusters Score -651797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -651809.500000 Penalty: 2826.908447
	Iteration 22Q: 3 clusters Score -651809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -651815.187500 Penalty: 2826.908447
	Iteration 23Q: 3 clusters Score -651815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -651819.625000 Penalty: 2826.908447
	Iteration 24Q: 3 clusters Score -651819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -651822.062500 Penalty: 2826.908447
	Iteration 25Q: 3 clusters Score -651822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -651825.562500 Penalty: 2826.908447
	Iteration 26Q: 3 clusters Score -651825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -651825.312500 Penalty: 2826.908447
	Iteration 27Q: 3 clusters Score -651825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -651826.437500 Penalty: 2826.908447
	Iteration 28Q: 3 clusters Score -651826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -651826.437500 Penalty: 2826.908447
	Iteration 29F: 3 clusters Score -651826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -241369.734375 Penalty: 1257.787354
	Iteration 0F: 2 clusters Score -241369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -239079.812500 Penalty: 2515.574707
	Iteration 0F: 3 clusters Score -239079.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -239606.593750 Penalty: 2515.574707
	Iteration 1F: 3 clusters Score -239606.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -239751.781250 Penalty: 2515.574707
	Iteration 2F: 3 clusters Score -239751.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239840.859375 Penalty: 2515.574707
	Iteration 3F: 3 clusters Score -239840.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -239907.703125 Penalty: 2515.574707
	Iteration 4Q: 3 clusters Score -239907.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -239957.062500 Penalty: 2515.574707
	Iteration 5Q: 3 clusters Score -239957.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -239992.078125 Penalty: 2515.574707
	Iteration 6Q: 3 clusters Score -239992.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -240025.609375 Penalty: 2515.574707
	Iteration 7Q: 3 clusters Score -240025.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -240048.484375 Penalty: 2515.574707
	Iteration 8Q: 3 clusters Score -240048.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -240067.718750 Penalty: 2515.574707
	Iteration 9Q: 3 clusters Score -240067.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -240083.875000 Penalty: 2515.574707
	Iteration 10Q: 3 clusters Score -240083.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -240096.593750 Penalty: 2515.574707
	Iteration 11Q: 3 clusters Score -240096.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -240108.703125 Penalty: 2515.574707
	Iteration 12Q: 3 clusters Score -240108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240115.203125 Penalty: 2515.574707
	Iteration 13Q: 3 clusters Score -240115.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -240119.484375 Penalty: 2515.574707
	Iteration 14Q: 3 clusters Score -240119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -240124.812500 Penalty: 2515.574707
	Iteration 15Q: 3 clusters Score -240124.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -240130.656250 Penalty: 2515.574707
	Iteration 16Q: 3 clusters Score -240130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -240135.859375 Penalty: 2515.574707
	Iteration 17Q: 3 clusters Score -240135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -240142.046875 Penalty: 2515.574707
	Iteration 18Q: 3 clusters Score -240142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -240147.218750 Penalty: 2515.574707
	Iteration 19Q: 3 clusters Score -240147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -240153.921875 Penalty: 2515.574707
	Iteration 20F: 3 clusters Score -240153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -240157.281250 Penalty: 2515.574707
	Iteration 21Q: 3 clusters Score -240157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -240160.531250 Penalty: 2515.574707
	Iteration 22Q: 3 clusters Score -240160.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -240164.828125 Penalty: 2515.574707
	Iteration 23Q: 3 clusters Score -240164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240167.921875 Penalty: 2515.574707
	Iteration 24Q: 3 clusters Score -240167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240171.343750 Penalty: 2515.574707
	Iteration 25Q: 3 clusters Score -240171.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -240174.640625 Penalty: 2515.574707
	Iteration 26Q: 3 clusters Score -240174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -240177.703125 Penalty: 2515.574707
	Iteration 27Q: 3 clusters Score -240177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -240179.218750 Penalty: 2515.574707
	Iteration 28Q: 3 clusters Score -240179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -240181.218750 Penalty: 2515.574707
	Iteration 29Q: 3 clusters Score -240181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -240182.968750 Penalty: 2515.574707
	Iteration 30Q: 3 clusters Score -240183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240184.437500 Penalty: 2515.574707
	Iteration 31Q: 3 clusters Score -240184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240185.593750 Penalty: 2515.574707
	Iteration 32Q: 3 clusters Score -240185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -240186.031250 Penalty: 2515.574707
	Iteration 33Q: 3 clusters Score -240186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -240186.906250 Penalty: 2515.574707
	Iteration 34Q: 3 clusters Score -240186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240187.750000 Penalty: 2515.574707
	Iteration 35Q: 3 clusters Score -240187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240189.015625 Penalty: 2515.574707
	Iteration 36Q: 3 clusters Score -240189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -240190.000000 Penalty: 2515.574707
	Iteration 37Q: 3 clusters Score -240190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -240190.750000 Penalty: 2515.574707
	Iteration 38Q: 3 clusters Score -240190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -240191.609375 Penalty: 2515.574707
	Iteration 39Q: 3 clusters Score -240191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -240192.953125 Penalty: 2515.574707
	Iteration 40F: 3 clusters Score -240193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -240193.437500 Penalty: 2515.574707
	Iteration 41Q: 3 clusters Score -240193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -240194.406250 Penalty: 2515.574707
	Iteration 42Q: 3 clusters Score -240194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -240194.578125 Penalty: 2515.574707
	Iteration 43Q: 3 clusters Score -240194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -240195.093750 Penalty: 2515.574707
	Iteration 44Q: 3 clusters Score -240195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -240195.625000 Penalty: 2515.574707
	Iteration 45Q: 3 clusters Score -240195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -240196.375000 Penalty: 2515.574707
	Iteration 46Q: 3 clusters Score -240196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -240196.375000 Penalty: 2515.574707
	Iteration 47F: 3 clusters Score -240196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Entering Unmasked Estep 
Score: -1374230.625000 Penalty: 1540.311523
	Iteration 0F: 2 clusters Score -1374231 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 6465 members 
Entering Unmasked Estep 
Score: -1365078.250000 Penalty: 3080.623047
	Iteration 0F: 3 clusters Score -1365078 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1368247.625000 Penalty: 3080.623047
	Iteration 1F: 3 clusters Score -1368248 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1368633.375000 Penalty: 3080.623047
	Iteration 2F: 3 clusters Score -1368633 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1368945.250000 Penalty: 3080.623047
	Iteration 3F: 3 clusters Score -1368945 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1369221.750000 Penalty: 3080.623047
	Iteration 4Q: 3 clusters Score -1369222 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1369475.625000 Penalty: 3080.623047
	Iteration 5Q: 3 clusters Score -1369476 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1369745.375000 Penalty: 3080.623047
	Iteration 6Q: 3 clusters Score -1369745 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1370023.250000 Penalty: 3080.623047
	Iteration 7Q: 3 clusters Score -1370023 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1370301.375000 Penalty: 3080.623047
	Iteration 8Q: 3 clusters Score -1370301 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1370619.875000 Penalty: 3080.623047
	Iteration 9Q: 3 clusters Score -1370620 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1370967.375000 Penalty: 3080.623047
	Iteration 10Q: 3 clusters Score -1370967 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1371328.375000 Penalty: 3080.623047
	Iteration 11Q: 3 clusters Score -1371328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1371665.500000 Penalty: 3080.623047
	Iteration 12Q: 3 clusters Score -1371666 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1371949.875000 Penalty: 3080.623047
	Iteration 13Q: 3 clusters Score -1371950 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1372170.125000 Penalty: 3080.623047
	Iteration 14Q: 3 clusters Score -1372170 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1372333.000000 Penalty: 3080.623047
	Iteration 15Q: 3 clusters Score -1372333 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1372439.250000 Penalty: 3080.623047
	Iteration 16Q: 3 clusters Score -1372439 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1372527.125000 Penalty: 3080.623047
	Iteration 17Q: 3 clusters Score -1372527 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1372601.000000 Penalty: 3080.623047
	Iteration 18Q: 3 clusters Score -1372601 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1372655.750000 Penalty: 3080.623047
	Iteration 19Q: 3 clusters Score -1372656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1372700.125000 Penalty: 3080.623047
	Iteration 20F: 3 clusters Score -1372700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1372737.375000 Penalty: 3080.623047
	Iteration 21Q: 3 clusters Score -1372737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1372770.250000 Penalty: 3080.623047
	Iteration 22Q: 3 clusters Score -1372770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1372802.750000 Penalty: 3080.623047
	Iteration 23Q: 3 clusters Score -1372803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1372825.625000 Penalty: 3080.623047
	Iteration 24Q: 3 clusters Score -1372826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1372849.625000 Penalty: 3080.623047
	Iteration 25Q: 3 clusters Score -1372850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1372866.875000 Penalty: 3080.623047
	Iteration 26Q: 3 clusters Score -1372867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1372884.500000 Penalty: 3080.623047
	Iteration 27Q: 3 clusters Score -1372884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1372896.625000 Penalty: 3080.623047
	Iteration 28Q: 3 clusters Score -1372897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1372912.375000 Penalty: 3080.623047
	Iteration 29Q: 3 clusters Score -1372912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1372929.375000 Penalty: 3080.623047
	Iteration 30Q: 3 clusters Score -1372929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1372948.750000 Penalty: 3080.623047
	Iteration 31Q: 3 clusters Score -1372949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1372963.625000 Penalty: 3080.623047
	Iteration 32Q: 3 clusters Score -1372964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1372983.250000 Penalty: 3080.623047
	Iteration 33Q: 3 clusters Score -1372983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1372996.125000 Penalty: 3080.623047
	Iteration 34Q: 3 clusters Score -1372996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1373011.250000 Penalty: 3080.623047
	Iteration 35Q: 3 clusters Score -1373011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1373026.250000 Penalty: 3080.623047
	Iteration 36Q: 3 clusters Score -1373026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1373040.125000 Penalty: 3080.623047
	Iteration 37Q: 3 clusters Score -1373040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1373054.125000 Penalty: 3080.623047
	Iteration 38Q: 3 clusters Score -1373054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1373060.750000 Penalty: 3080.623047
	Iteration 39Q: 3 clusters Score -1373061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1373080.125000 Penalty: 3080.623047
	Iteration 40F: 3 clusters Score -1373080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1373090.375000 Penalty: 3080.623047
	Iteration 41Q: 3 clusters Score -1373090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1373096.250000 Penalty: 3080.623047
	Iteration 42Q: 3 clusters Score -1373096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1373111.000000 Penalty: 3080.623047
	Iteration 43Q: 3 clusters Score -1373111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1373127.250000 Penalty: 3080.623047
	Iteration 44Q: 3 clusters Score -1373127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1373135.250000 Penalty: 3080.623047
	Iteration 45Q: 3 clusters Score -1373135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1373145.500000 Penalty: 3080.623047
	Iteration 46Q: 3 clusters Score -1373146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1373154.375000 Penalty: 3080.623047
	Iteration 47Q: 3 clusters Score -1373154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1373162.125000 Penalty: 3080.623047
	Iteration 48Q: 3 clusters Score -1373162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1373167.250000 Penalty: 3080.623047
	Iteration 49Q: 3 clusters Score -1373167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1373173.625000 Penalty: 3080.623047
	Iteration 50Q: 3 clusters Score -1373174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1373175.125000 Penalty: 3080.623047
	Iteration 51Q: 3 clusters Score -1373175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1373177.000000 Penalty: 3080.623047
	Iteration 52Q: 3 clusters Score -1373177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1373179.375000 Penalty: 3080.623047
	Iteration 53Q: 3 clusters Score -1373179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1373180.500000 Penalty: 3080.623047
	Iteration 54Q: 3 clusters Score -1373180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1373181.625000 Penalty: 3080.623047
	Iteration 55Q: 3 clusters Score -1373182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1373180.500000 Penalty: 3080.623047
	Iteration 56Q: 3 clusters Score -1373180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1373180.500000 Penalty: 3080.623047
	Iteration 57F: 3 clusters Score -1373180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -331077.593750 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -331077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328157.437500 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -328157.4 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -328913.875000 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -328913.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -329119.593750 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -329119.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -329357.968750 Penalty: 2639.577637
	Iteration 3F: 3 clusters Score -329358 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -329621.500000 Penalty: 2639.577637
	Iteration 4F: 3 clusters Score -329621.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -329928.187500 Penalty: 2639.577637
	Iteration 5F: 3 clusters Score -329928.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -330146.593750 Penalty: 2639.577637
	Iteration 6F: 3 clusters Score -330146.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -330271.406250 Penalty: 2639.577637
	Iteration 7Q: 3 clusters Score -330271.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -330340.656250 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -330340.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -330383.000000 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -330383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -330411.531250 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -330411.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -330430.468750 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -330430.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -330443.937500 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -330443.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -330452.875000 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -330452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -330458.500000 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -330458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -330462.250000 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -330462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -330463.593750 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -330463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -330464.343750 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -330464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -330465.125000 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -330465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330465.468750 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -330465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330465.468750 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -330465.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Entering Unmasked Estep 
Score: -1460978.000000 Penalty: 1544.299683
	Iteration 0F: 2 clusters Score -1460978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1451661.000000 Penalty: 3088.599365
	Iteration 0F: 3 clusters Score -1451661 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1454891.750000 Penalty: 3088.599365
	Iteration 1F: 3 clusters Score -1454892 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1455163.875000 Penalty: 3088.599365
	Iteration 2F: 3 clusters Score -1455164 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1455404.875000 Penalty: 3088.599365
	Iteration 3Q: 3 clusters Score -1455405 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1455686.250000 Penalty: 3088.599365
	Iteration 4Q: 3 clusters Score -1455686 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1456057.500000 Penalty: 3088.599365
	Iteration 5Q: 3 clusters Score -1456058 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1456519.125000 Penalty: 3088.599365
	Iteration 6F: 3 clusters Score -1456519 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1457080.000000 Penalty: 3088.599365
	Iteration 7F: 3 clusters Score -1457080 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1457712.375000 Penalty: 3088.599365
	Iteration 8F: 3 clusters Score -1457712 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1458329.750000 Penalty: 3088.599365
	Iteration 9F: 3 clusters Score -1458330 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1458775.000000 Penalty: 3088.599365
	Iteration 10Q: 3 clusters Score -1458775 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1459111.375000 Penalty: 3088.599365
	Iteration 11Q: 3 clusters Score -1459111 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1459350.375000 Penalty: 3088.599365
	Iteration 12Q: 3 clusters Score -1459350 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1459520.500000 Penalty: 3088.599365
	Iteration 13Q: 3 clusters Score -1459520 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1459662.000000 Penalty: 3088.599365
	Iteration 14Q: 3 clusters Score -1459662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1459762.500000 Penalty: 3088.599365
	Iteration 15Q: 3 clusters Score -1459762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1459843.625000 Penalty: 3088.599365
	Iteration 16Q: 3 clusters Score -1459844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1459903.625000 Penalty: 3088.599365
	Iteration 17Q: 3 clusters Score -1459904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1459966.375000 Penalty: 3088.599365
	Iteration 18Q: 3 clusters Score -1459966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1460024.875000 Penalty: 3088.599365
	Iteration 19Q: 3 clusters Score -1460025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1460064.375000 Penalty: 3088.599365
	Iteration 20F: 3 clusters Score -1460064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1460106.875000 Penalty: 3088.599365
	Iteration 21Q: 3 clusters Score -1460107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1460134.000000 Penalty: 3088.599365
	Iteration 22Q: 3 clusters Score -1460134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1460152.625000 Penalty: 3088.599365
	Iteration 23Q: 3 clusters Score -1460153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1460165.625000 Penalty: 3088.599365
	Iteration 24Q: 3 clusters Score -1460166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1460178.000000 Penalty: 3088.599365
	Iteration 25Q: 3 clusters Score -1460178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1460193.250000 Penalty: 3088.599365
	Iteration 26Q: 3 clusters Score -1460193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1460199.750000 Penalty: 3088.599365
	Iteration 27Q: 3 clusters Score -1460200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1460209.375000 Penalty: 3088.599365
	Iteration 28Q: 3 clusters Score -1460209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1460217.625000 Penalty: 3088.599365
	Iteration 29Q: 3 clusters Score -1460218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1460226.000000 Penalty: 3088.599365
	Iteration 30Q: 3 clusters Score -1460226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1460230.250000 Penalty: 3088.599365
	Iteration 31Q: 3 clusters Score -1460230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1460235.875000 Penalty: 3088.599365
	Iteration 32Q: 3 clusters Score -1460236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1460237.750000 Penalty: 3088.599365
	Iteration 33Q: 3 clusters Score -1460238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1460240.250000 Penalty: 3088.599365
	Iteration 34Q: 3 clusters Score -1460240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1460245.000000 Penalty: 3088.599365
	Iteration 35Q: 3 clusters Score -1460245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1460244.625000 Penalty: 3088.599365
	Iteration 36Q: 3 clusters Score -1460245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1460244.625000 Penalty: 3088.599365
	Iteration 37F: 3 clusters Score -1460245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2155683.000000 Penalty: 1607.099854
	Iteration 0F: 2 clusters Score -2155683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2142121.500000 Penalty: 3214.199707
	Iteration 0F: 3 clusters Score -2142122 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2147023.000000 Penalty: 3214.199707
	Iteration 1F: 3 clusters Score -2147023 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2147306.500000 Penalty: 3214.199707
	Iteration 2Q: 3 clusters Score -2147306 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2147554.250000 Penalty: 3214.199707
	Iteration 3Q: 3 clusters Score -2147554 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2147809.250000 Penalty: 3214.199707
	Iteration 4Q: 3 clusters Score -2147809 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2148151.500000 Penalty: 3214.199707
	Iteration 5Q: 3 clusters Score -2148152 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2148577.500000 Penalty: 3214.199707
	Iteration 6Q: 3 clusters Score -2148578 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2149193.250000 Penalty: 3214.199707
	Iteration 7Q: 3 clusters Score -2149193 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2150110.750000 Penalty: 3214.199707
	Iteration 8F: 3 clusters Score -2150111 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2151272.750000 Penalty: 3214.199707
	Iteration 9F: 3 clusters Score -2151273 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2152300.000000 Penalty: 3214.199707
	Iteration 10F: 3 clusters Score -2152300 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2153054.500000 Penalty: 3214.199707
	Iteration 11Q: 3 clusters Score -2153054 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2153610.000000 Penalty: 3214.199707
	Iteration 12Q: 3 clusters Score -2153610 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2153908.500000 Penalty: 3214.199707
	Iteration 13Q: 3 clusters Score -2153908 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2154037.750000 Penalty: 3214.199707
	Iteration 14Q: 3 clusters Score -2154038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2154103.500000 Penalty: 3214.199707
	Iteration 15Q: 3 clusters Score -2154104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2154143.500000 Penalty: 3214.199707
	Iteration 16Q: 3 clusters Score -2154144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2154174.750000 Penalty: 3214.199707
	Iteration 17Q: 3 clusters Score -2154175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2154213.250000 Penalty: 3214.199707
	Iteration 18Q: 3 clusters Score -2154213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2154234.500000 Penalty: 3214.199707
	Iteration 19Q: 3 clusters Score -2154234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2154242.500000 Penalty: 3214.199707
	Iteration 20F: 3 clusters Score -2154242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2154247.750000 Penalty: 3214.199707
	Iteration 21Q: 3 clusters Score -2154248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2154251.750000 Penalty: 3214.199707
	Iteration 22Q: 3 clusters Score -2154252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2154261.500000 Penalty: 3214.199707
	Iteration 23Q: 3 clusters Score -2154262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2154263.250000 Penalty: 3214.199707
	Iteration 24Q: 3 clusters Score -2154263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2154264.750000 Penalty: 3214.199707
	Iteration 25Q: 3 clusters Score -2154265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2154263.000000 Penalty: 3214.199707
	Iteration 26Q: 3 clusters Score -2154263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2154264.250000 Penalty: 3214.199707
	Iteration 27Q: 3 clusters Score -2154264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2154264.250000 Penalty: 3214.199707
	Iteration 28F: 3 clusters Score -2154264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -358739.500000 Penalty: 1323.463257
	Iteration 0F: 2 clusters Score -358739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -355725.968750 Penalty: 2646.926514
	Iteration 0F: 3 clusters Score -355726 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -356491.093750 Penalty: 2646.926514
	Iteration 1F: 3 clusters Score -356491.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -356679.093750 Penalty: 2646.926514
	Iteration 2F: 3 clusters Score -356679.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -356836.531250 Penalty: 2646.926514
	Iteration 3F: 3 clusters Score -356836.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -356983.812500 Penalty: 2646.926514
	Iteration 4F: 3 clusters Score -356983.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -357140.468750 Penalty: 2646.926514
	Iteration 5Q: 3 clusters Score -357140.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -357285.250000 Penalty: 2646.926514
	Iteration 6F: 3 clusters Score -357285.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -357426.156250 Penalty: 2646.926514
	Iteration 7F: 3 clusters Score -357426.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -357559.343750 Penalty: 2646.926514
	Iteration 8Q: 3 clusters Score -357559.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -357679.500000 Penalty: 2646.926514
	Iteration 9Q: 3 clusters Score -357679.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -357759.656250 Penalty: 2646.926514
	Iteration 10Q: 3 clusters Score -357759.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -357818.687500 Penalty: 2646.926514
	Iteration 11Q: 3 clusters Score -357818.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -357872.250000 Penalty: 2646.926514
	Iteration 12Q: 3 clusters Score -357872.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -357914.656250 Penalty: 2646.926514
	Iteration 13Q: 3 clusters Score -357914.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -357947.093750 Penalty: 2646.926514
	Iteration 14Q: 3 clusters Score -357947.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -357978.781250 Penalty: 2646.926514
	Iteration 15Q: 3 clusters Score -357978.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -358010.687500 Penalty: 2646.926514
	Iteration 16Q: 3 clusters Score -358010.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -358049.187500 Penalty: 2646.926514
	Iteration 17Q: 3 clusters Score -358049.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -358075.781250 Penalty: 2646.926514
	Iteration 18Q: 3 clusters Score -358075.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -358090.031250 Penalty: 2646.926514
	Iteration 19Q: 3 clusters Score -358090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -358097.781250 Penalty: 2646.926514
	Iteration 20F: 3 clusters Score -358097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -358107.781250 Penalty: 2646.926514
	Iteration 21Q: 3 clusters Score -358107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -358113.312500 Penalty: 2646.926514
	Iteration 22Q: 3 clusters Score -358113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -358118.156250 Penalty: 2646.926514
	Iteration 23Q: 3 clusters Score -358118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -358119.656250 Penalty: 2646.926514
	Iteration 24Q: 3 clusters Score -358119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -358122.437500 Penalty: 2646.926514
	Iteration 25Q: 3 clusters Score -358122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -358125.375000 Penalty: 2646.926514
	Iteration 26Q: 3 clusters Score -358125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -358126.687500 Penalty: 2646.926514
	Iteration 27Q: 3 clusters Score -358126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -358129.437500 Penalty: 2646.926514
	Iteration 28Q: 3 clusters Score -358129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -358130.187500 Penalty: 2646.926514
	Iteration 29Q: 3 clusters Score -358130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -358130.843750 Penalty: 2646.926514
	Iteration 30Q: 3 clusters Score -358130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -358132.593750 Penalty: 2646.926514
	Iteration 31Q: 3 clusters Score -358132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -358133.718750 Penalty: 2646.926514
	Iteration 32Q: 3 clusters Score -358133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -358134.312500 Penalty: 2646.926514
	Iteration 33Q: 3 clusters Score -358134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -358134.312500 Penalty: 2646.926514
	Iteration 34F: 3 clusters Score -358134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -156021.984375 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -156022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -154257.953125 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -154258 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -154634.859375 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -154634.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -154729.390625 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -154729.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -154770.562500 Penalty: 2374.840820
	Iteration 3Q: 3 clusters Score -154770.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -154796.546875 Penalty: 2374.840820
	Iteration 4Q: 3 clusters Score -154796.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -154833.703125 Penalty: 2374.840820
	Iteration 5Q: 3 clusters Score -154833.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154861.937500 Penalty: 2374.840820
	Iteration 6Q: 3 clusters Score -154861.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -154896.421875 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -154896.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -154932.468750 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -154932.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -154965.390625 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -154965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154995.781250 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -154995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -155014.562500 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -155014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155028.125000 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -155028.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155040.343750 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -155040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -155051.093750 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -155051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155062.468750 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -155062.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155068.484375 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -155068.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155075.468750 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -155075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155080.656250 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -155080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155084.765625 Penalty: 2374.840820
	Iteration 19Q: 3 clusters Score -155084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -155092.703125 Penalty: 2374.840820
	Iteration 20F: 3 clusters Score -155092.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -155107.484375 Penalty: 2374.840820
	Iteration 21Q: 3 clusters Score -155107.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155122.515625 Penalty: 2374.840820
	Iteration 22Q: 3 clusters Score -155122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155130.187500 Penalty: 2374.840820
	Iteration 23Q: 3 clusters Score -155130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -155136.453125 Penalty: 2374.840820
	Iteration 24Q: 3 clusters Score -155136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155143.015625 Penalty: 2374.840820
	Iteration 25Q: 3 clusters Score -155143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155147.906250 Penalty: 2374.840820
	Iteration 26Q: 3 clusters Score -155147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155150.687500 Penalty: 2374.840820
	Iteration 27Q: 3 clusters Score -155150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155152.656250 Penalty: 2374.840820
	Iteration 28Q: 3 clusters Score -155152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155152.609375 Penalty: 2374.840820
	Iteration 29Q: 3 clusters Score -155152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155152.609375 Penalty: 2374.840820
	Iteration 30F: 3 clusters Score -155152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Entering Unmasked Estep 
Score: -4595414.500000 Penalty: 1730.803589
	Iteration 0F: 2 clusters Score -4595414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4566992.000000 Penalty: 3461.607178
	Iteration 0F: 3 clusters Score -4566992 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4578277.000000 Penalty: 3461.607178
	Iteration 1F: 3 clusters Score -4578277 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4578775.500000 Penalty: 3461.607178
	Iteration 2Q: 3 clusters Score -4578776 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4579355.500000 Penalty: 3461.607178
	Iteration 3Q: 3 clusters Score -4579356 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4580004.500000 Penalty: 3461.607178
	Iteration 4Q: 3 clusters Score -4580004 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4580906.500000 Penalty: 3461.607178
	Iteration 5Q: 3 clusters Score -4580906 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4582340.000000 Penalty: 3461.607178
	Iteration 6F: 3 clusters Score -4582340 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4584351.500000 Penalty: 3461.607178
	Iteration 7F: 3 clusters Score -4584352 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4586700.500000 Penalty: 3461.607178
	Iteration 8F: 3 clusters Score -4586700 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -4588758.000000 Penalty: 3461.607178
	Iteration 9F: 3 clusters Score -4588758 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4590126.000000 Penalty: 3461.607178
	Iteration 10Q: 3 clusters Score -4590126 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4590905.000000 Penalty: 3461.607178
	Iteration 11Q: 3 clusters Score -4590905 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4591377.500000 Penalty: 3461.607178
	Iteration 12Q: 3 clusters Score -4591378 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4591728.500000 Penalty: 3461.607178
	Iteration 13Q: 3 clusters Score -4591728 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4592049.500000 Penalty: 3461.607178
	Iteration 14Q: 3 clusters Score -4592050 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4592330.000000 Penalty: 3461.607178
	Iteration 15Q: 3 clusters Score -4592330 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4592566.500000 Penalty: 3461.607178
	Iteration 16Q: 3 clusters Score -4592566 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4592816.500000 Penalty: 3461.607178
	Iteration 17Q: 3 clusters Score -4592816 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4592986.500000 Penalty: 3461.607178
	Iteration 18Q: 3 clusters Score -4592986 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4593156.000000 Penalty: 3461.607178
	Iteration 19Q: 3 clusters Score -4593156 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4593310.500000 Penalty: 3461.607178
	Iteration 20F: 3 clusters Score -4593310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4593431.000000 Penalty: 3461.607178
	Iteration 21Q: 3 clusters Score -4593431 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4593542.000000 Penalty: 3461.607178
	Iteration 22Q: 3 clusters Score -4593542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4593628.000000 Penalty: 3461.607178
	Iteration 23Q: 3 clusters Score -4593628 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4593691.000000 Penalty: 3461.607178
	Iteration 24Q: 3 clusters Score -4593691 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4593745.500000 Penalty: 3461.607178
	Iteration 25Q: 3 clusters Score -4593746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4593784.000000 Penalty: 3461.607178
	Iteration 26Q: 3 clusters Score -4593784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4593817.500000 Penalty: 3461.607178
	Iteration 27Q: 3 clusters Score -4593818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4593862.000000 Penalty: 3461.607178
	Iteration 28Q: 3 clusters Score -4593862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4593892.000000 Penalty: 3461.607178
	Iteration 29Q: 3 clusters Score -4593892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4593916.000000 Penalty: 3461.607178
	Iteration 30Q: 3 clusters Score -4593916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4593925.000000 Penalty: 3461.607178
	Iteration 31Q: 3 clusters Score -4593925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4593934.000000 Penalty: 3461.607178
	Iteration 32Q: 3 clusters Score -4593934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4593935.500000 Penalty: 3461.607178
	Iteration 33Q: 3 clusters Score -4593936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4593936.500000 Penalty: 3461.607178
	Iteration 34Q: 3 clusters Score -4593936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4593945.500000 Penalty: 3461.607178
	Iteration 35Q: 3 clusters Score -4593946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4593949.500000 Penalty: 3461.607178
	Iteration 36Q: 3 clusters Score -4593950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4593956.500000 Penalty: 3461.607178
	Iteration 37Q: 3 clusters Score -4593956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4593964.000000 Penalty: 3461.607178
	Iteration 38Q: 3 clusters Score -4593964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4593971.500000 Penalty: 3461.607178
	Iteration 39Q: 3 clusters Score -4593972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4593965.500000 Penalty: 3461.607178
	Iteration 40F: 3 clusters Score -4593966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4593967.500000 Penalty: 3461.607178
	Iteration 41Q: 3 clusters Score -4593968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4593975.500000 Penalty: 3461.607178
	Iteration 42Q: 3 clusters Score -4593976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4593981.000000 Penalty: 3461.607178
	Iteration 43Q: 3 clusters Score -4593981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4593982.000000 Penalty: 3461.607178
	Iteration 44Q: 3 clusters Score -4593982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4593985.000000 Penalty: 3461.607178
	Iteration 45Q: 3 clusters Score -4593985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4593983.500000 Penalty: 3461.607178
	Iteration 46Q: 3 clusters Score -4593984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4593985.500000 Penalty: 3461.607178
	Iteration 47Q: 3 clusters Score -4593986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4593982.500000 Penalty: 3461.607178
	Iteration 48Q: 3 clusters Score -4593982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4593983.000000 Penalty: 3461.607178
	Iteration 49Q: 3 clusters Score -4593983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4593985.000000 Penalty: 3461.607178
	Iteration 50Q: 3 clusters Score -4593985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4593987.500000 Penalty: 3461.607178
	Iteration 51Q: 3 clusters Score -4593988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4593987.500000 Penalty: 3461.607178
	Iteration 52Q: 3 clusters Score -4593988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4593987.500000 Penalty: 3461.607178
	Iteration 53F: 3 clusters Score -4593988 nChanged 0
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254623536.000000 Penalty: 52559.921875
24->23 Clusters: Score -254623536.000000, best is -254667280.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 808926 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 33756 members 
Mstep: Class 3 contains 33882 members 
Mstep: Class 4 contains 33724 members 
Mstep: Class 5 contains 33617 members 
Mstep: Class 6 contains 33711 members 
Mstep: Class 7 contains 33788 members 
Mstep: Class 8 contains 33327 members 
Mstep: Class 9 contains 33569 members 
Mstep: Class 10 contains 33331 members 
Mstep: Class 11 contains 33756 members 
Mstep: Class 12 contains 33984 members 
Mstep: Class 13 contains 34060 members 
Mstep: Class 14 contains 33429 members 
Mstep: Class 15 contains 33536 members 
Mstep: Class 16 contains 33874 members 
Mstep: Class 17 contains 33801 members 
Mstep: Class 18 contains 33623 members 
Mstep: Class 19 contains 33733 members 
Mstep: Class 20 contains 33651 members 
Mstep: Class 21 contains 33718 members 
Mstep: Class 22 contains 33753 members 
Mstep: Class 23 contains 33940 members 
Mstep: Class 24 contains 33793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 315.212524 but Gain 2210.562500
Score: -81775184.000000 Penalty: 50842.945312
Iteration 0F: 24 clusters Score -8.177518e+07 nChanged 773056
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 3 contains 15521 members 
Mstep: Class 4 contains 51689 members 
Mstep: Class 5 contains 40003 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 50928 members 
Mstep: Class 8 contains 55146 members 
Mstep: Class 9 contains 50185 members 
Mstep: Class 10 contains 37466 members 
Mstep: Class 11 contains 45965 members 
Mstep: Class 12 contains 17005 members 
Mstep: Class 13 contains 19947 members 
Mstep: Class 14 contains 42450 members 
Mstep: Class 15 contains 60053 members 
Mstep: Class 16 contains 38018 members 
Mstep: Class 17 contains 19293 members 
Mstep: Class 18 contains 19058 members 
Mstep: Class 19 contains 43621 members 
Mstep: Class 20 contains 9930 members 
Mstep: Class 21 contains 73821 members 
Mstep: Class 22 contains 41889 members 
Mstep: Class 23 contains 33662 members 
Mstep: Class 24 contains 15576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83418352.000000 Penalty: 50842.945312
Iteration 1F: 24 clusters Score -8.341835e+07 nChanged 268159
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 38876 members 
Mstep: Class 5 contains 36276 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 59993 members 
Mstep: Class 8 contains 62117 members 
Mstep: Class 9 contains 46625 members 
Mstep: Class 10 contains 40853 members 
Mstep: Class 11 contains 44963 members 
Mstep: Class 12 contains 15389 members 
Mstep: Class 13 contains 13443 members 
Mstep: Class 14 contains 38397 members 
Mstep: Class 15 contains 69331 members 
Mstep: Class 16 contains 36862 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 18 contains 19085 members 
Mstep: Class 19 contains 40336 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 85457 members 
Mstep: Class 22 contains 52991 members 
Mstep: Class 23 contains 42845 members 
Mstep: Class 24 contains 9708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -83737080.000000 Penalty: 50842.945312
Iteration 2F: 24 clusters Score -8.373708e+07 nChanged 181735
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 4 contains 30632 members 
Mstep: Class 5 contains 30803 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 66252 members 
Mstep: Class 8 contains 65665 members 
Mstep: Class 9 contains 41768 members 
Mstep: Class 10 contains 40475 members 
Mstep: Class 11 contains 39766 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 13 contains 9196 members 
Mstep: Class 14 contains 37292 members 
Mstep: Class 15 contains 82945 members 
Mstep: Class 16 contains 31586 members 
Mstep: Class 17 contains 7183 members 
Mstep: Class 18 contains 17824 members 
Mstep: Class 19 contains 38776 members 
Mstep: Class 20 contains 16059 members 
Mstep: Class 21 contains 108578 members 
Mstep: Class 22 contains 57987 members 
Mstep: Class 23 contains 44641 members 
Mstep: Class 24 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1319.260742 but Gain 2210.566406
Score: -83890504.000000 Penalty: 48632.378906
Iteration 3F: 23 clusters Score -8.38905e+07 nChanged 142838
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 3 contains 1850 members 
Mstep: Class 4 contains 25657 members 
Mstep: Class 5 contains 23773 members 
Mstep: Class 7 contains 71347 members 
Mstep: Class 8 contains 66133 members 
Mstep: Class 9 contains 35998 members 
Mstep: Class 10 contains 37864 members 
Mstep: Class 11 contains 32161 members 
Mstep: Class 12 contains 9725 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 34825 members 
Mstep: Class 15 contains 92819 members 
Mstep: Class 16 contains 24994 members 
Mstep: Class 17 contains 3589 members 
Mstep: Class 18 contains 15463 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 21304 members 
Mstep: Class 21 contains 148810 members 
Mstep: Class 22 contains 58607 members 
Mstep: Class 23 contains 44424 members 
Mstep: Class 24 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1036.503784 but Gain 2210.562500
Score: -84003024.000000 Penalty: 46421.816406
Iteration 4F: 22 clusters Score -8.400302e+07 nChanged 126292
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 4 contains 21479 members 
Mstep: Class 5 contains 16423 members 
Mstep: Class 7 contains 73953 members 
Mstep: Class 8 contains 64740 members 
Mstep: Class 9 contains 29046 members 
Mstep: Class 10 contains 32788 members 
Mstep: Class 11 contains 22828 members 
Mstep: Class 12 contains 7254 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 29563 members 
Mstep: Class 15 contains 97202 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 12265 members 
Mstep: Class 19 contains 33739 members 
Mstep: Class 20 contains 24320 members 
Mstep: Class 21 contains 209786 members 
Mstep: Class 22 contains 54286 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1713.565674 but Gain 2210.562500
Score: -84113352.000000 Penalty: 44211.253906
Iteration 5F: 21 clusters Score -8.411335e+07 nChanged 122646
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 9807 members 
Mstep: Class 7 contains 71949 members 
Mstep: Class 8 contains 61428 members 
Mstep: Class 9 contains 21694 members 
Mstep: Class 10 contains 25528 members 
Mstep: Class 11 contains 13021 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21828 members 
Mstep: Class 15 contains 95149 members 
Mstep: Class 16 contains 11257 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 8681 members 
Mstep: Class 19 contains 31105 members 
Mstep: Class 20 contains 25975 members 
Mstep: Class 21 contains 288572 members 
Mstep: Class 22 contains 45275 members 
Mstep: Class 23 contains 44636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2073.957764 but Gain 2210.562500
Score: -84220704.000000 Penalty: 42000.691406
Iteration 6F: 20 clusters Score -8.42207e+07 nChanged 111457
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 4 contains 14849 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 55720 members 
Mstep: Class 9 contains 15744 members 
Mstep: Class 10 contains 17883 members 
Mstep: Class 11 contains 5360 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 14 contains 13518 members 
Mstep: Class 15 contains 90151 members 
Mstep: Class 16 contains 6104 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 5471 members 
Mstep: Class 19 contains 29150 members 
Mstep: Class 20 contains 26721 members 
Mstep: Class 21 contains 365779 members 
Mstep: Class 22 contains 33359 members 
Mstep: Class 23 contains 45766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2035.308716 but Gain 2210.562500
Score: -84161208.000000 Penalty: 39790.128906
Iteration 7F: 19 clusters Score -8.416121e+07 nChanged 76159
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 4 contains 15332 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 7 contains 73183 members 
Mstep: Class 8 contains 55232 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 14 contains 11083 members 
Mstep: Class 15 contains 90677 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 4395 members 
Mstep: Class 19 contains 29397 members 
Mstep: Class 20 contains 27198 members 
Mstep: Class 21 contains 377797 members 
Mstep: Class 22 contains 29369 members 
Mstep: Class 23 contains 51860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1650.601929 but Gain 2210.562500
Score: -84172096.000000 Penalty: 37579.566406
Iteration 8F: 18 clusters Score -8.41721e+07 nChanged 51816
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 4 contains 16331 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 7 contains 80335 members 
Mstep: Class 8 contains 54646 members 
Mstep: Class 9 contains 11071 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 91883 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 29907 members 
Mstep: Class 20 contains 27482 members 
Mstep: Class 21 contains 370719 members 
Mstep: Class 22 contains 27193 members 
Mstep: Class 23 contains 59552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1706.845947 but Gain 2210.562500
Score: -84205784.000000 Penalty: 35369.003906
Iteration 9F: 17 clusters Score -8.420578e+07 nChanged 42437
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 4 contains 17371 members 
Mstep: Class 7 contains 88535 members 
Mstep: Class 8 contains 53129 members 
Mstep: Class 9 contains 9917 members 
Mstep: Class 10 contains 13149 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 14 contains 11693 members 
Mstep: Class 15 contains 92412 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 30250 members 
Mstep: Class 20 contains 27925 members 
Mstep: Class 21 contains 360413 members 
Mstep: Class 22 contains 25154 members 
Mstep: Class 23 contains 66990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1550.903442 but Gain 2210.562500
Score: -84240848.000000 Penalty: 33158.441406
Iteration 10F: 16 clusters Score -8.424085e+07 nChanged 37859
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 7 contains 97668 members 
Mstep: Class 8 contains 50417 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 10 contains 12568 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 14 contains 13097 members 
Mstep: Class 15 contains 92162 members 
Mstep: Class 17 contains 5259 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 30323 members 
Mstep: Class 20 contains 28118 members 
Mstep: Class 21 contains 349930 members 
Mstep: Class 22 contains 23000 members 
Mstep: Class 23 contains 73758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84273216.000000 Penalty: 33158.441406
Iteration 11Q: 16 clusters Score -8.427322e+07 nChanged 33659
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 19962 members 
Mstep: Class 7 contains 106925 members 
Mstep: Class 8 contains 46920 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 14 contains 14495 members 
Mstep: Class 15 contains 91091 members 
Mstep: Class 17 contains 5761 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 30245 members 
Mstep: Class 20 contains 28314 members 
Mstep: Class 21 contains 338690 members 
Mstep: Class 22 contains 21106 members 
Mstep: Class 23 contains 79881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84302728.000000 Penalty: 33158.441406
Iteration 12Q: 16 clusters Score -8.430273e+07 nChanged 31759
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 4 contains 21491 members 
Mstep: Class 7 contains 116363 members 
Mstep: Class 8 contains 43034 members 
Mstep: Class 9 contains 8967 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 14 contains 15856 members 
Mstep: Class 15 contains 89445 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 30050 members 
Mstep: Class 20 contains 28601 members 
Mstep: Class 21 contains 328088 members 
Mstep: Class 22 contains 19241 members 
Mstep: Class 23 contains 85513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84330096.000000 Penalty: 33158.441406
Iteration 13Q: 16 clusters Score -8.43301e+07 nChanged 30266
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 23114 members 
Mstep: Class 7 contains 126172 members 
Mstep: Class 8 contains 38997 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 12153 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 14 contains 16976 members 
Mstep: Class 15 contains 87470 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 19 contains 29821 members 
Mstep: Class 20 contains 28936 members 
Mstep: Class 21 contains 317659 members 
Mstep: Class 22 contains 17690 members 
Mstep: Class 23 contains 90683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2000.724731 but Gain 2210.562500
Score: -84353296.000000 Penalty: 30947.878906
Iteration 14Q: 15 clusters Score -8.43533e+07 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 24968 members 
Mstep: Class 7 contains 136498 members 
Mstep: Class 8 contains 35052 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 85200 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 19 contains 29568 members 
Mstep: Class 20 contains 29350 members 
Mstep: Class 21 contains 308196 members 
Mstep: Class 22 contains 16404 members 
Mstep: Class 23 contains 95722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84379672.000000 Penalty: 30947.878906
Iteration 15Q: 15 clusters Score -8.437967e+07 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 26460 members 
Mstep: Class 7 contains 145990 members 
Mstep: Class 8 contains 31341 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 12380 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 14 contains 18430 members 
Mstep: Class 15 contains 82659 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 19 contains 29229 members 
Mstep: Class 20 contains 29804 members 
Mstep: Class 21 contains 300329 members 
Mstep: Class 22 contains 14984 members 
Mstep: Class 23 contains 99329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84398112.000000 Penalty: 30947.878906
Iteration 16Q: 15 clusters Score -8.439811e+07 nChanged 23351
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 27648 members 
Mstep: Class 7 contains 154627 members 
Mstep: Class 8 contains 27920 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 12343 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 15 contains 80185 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 19 contains 28872 members 
Mstep: Class 20 contains 30296 members 
Mstep: Class 21 contains 294689 members 
Mstep: Class 22 contains 13721 members 
Mstep: Class 23 contains 102000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84408400.000000 Penalty: 30947.878906
Iteration 17Q: 15 clusters Score -8.44084e+07 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 28537 members 
Mstep: Class 7 contains 162422 members 
Mstep: Class 8 contains 25025 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 14 contains 18682 members 
Mstep: Class 15 contains 77990 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 19 contains 28568 members 
Mstep: Class 20 contains 30859 members 
Mstep: Class 21 contains 290107 members 
Mstep: Class 22 contains 12607 members 
Mstep: Class 23 contains 104126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84413984.000000 Penalty: 30947.878906
Iteration 18Q: 15 clusters Score -8.441398e+07 nChanged 19435
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 4 contains 29225 members 
Mstep: Class 7 contains 170028 members 
Mstep: Class 8 contains 22717 members 
Mstep: Class 9 contains 8167 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 14 contains 18539 members 
Mstep: Class 15 contains 76158 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 19 contains 28316 members 
Mstep: Class 20 contains 31465 members 
Mstep: Class 21 contains 285335 members 
Mstep: Class 22 contains 11638 members 
Mstep: Class 23 contains 105834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84418888.000000 Penalty: 30947.878906
Iteration 19Q: 15 clusters Score -8.441889e+07 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 4 contains 29666 members 
Mstep: Class 7 contains 177089 members 
Mstep: Class 8 contains 20850 members 
Mstep: Class 9 contains 7797 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 14 contains 18270 members 
Mstep: Class 15 contains 74567 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 19 contains 28058 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 21 contains 280971 members 
Mstep: Class 22 contains 10796 members 
Mstep: Class 23 contains 107297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84423368.000000 Penalty: 30947.878906
Iteration 20F: 15 clusters Score -8.442337e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 4 contains 30005 members 
Mstep: Class 7 contains 183098 members 
Mstep: Class 8 contains 19341 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 15 contains 73186 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 19 contains 27831 members 
Mstep: Class 20 contains 32595 members 
Mstep: Class 21 contains 277500 members 
Mstep: Class 22 contains 9961 members 
Mstep: Class 23 contains 108448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84426784.000000 Penalty: 30947.878906
Iteration 21Q: 15 clusters Score -8.442678e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30260 members 
Mstep: Class 7 contains 188319 members 
Mstep: Class 8 contains 18083 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 14 contains 17463 members 
Mstep: Class 15 contains 72019 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 19 contains 27633 members 
Mstep: Class 20 contains 33161 members 
Mstep: Class 21 contains 274526 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 109290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84427928.000000 Penalty: 30947.878906
Iteration 22Q: 15 clusters Score -8.442793e+07 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30325 members 
Mstep: Class 7 contains 192814 members 
Mstep: Class 8 contains 17065 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 12012 members 
Mstep: Class 12 contains 2617 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 71027 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 19 contains 27501 members 
Mstep: Class 20 contains 33658 members 
Mstep: Class 21 contains 272399 members 
Mstep: Class 22 contains 8664 members 
Mstep: Class 23 contains 109769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428392.000000 Penalty: 30947.878906
Iteration 23Q: 15 clusters Score -8.442839e+07 nChanged 12651
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 7 contains 196803 members 
Mstep: Class 8 contains 16212 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 12 contains 2901 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 70173 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 19 contains 27417 members 
Mstep: Class 20 contains 34109 members 
Mstep: Class 21 contains 270621 members 
Mstep: Class 22 contains 8091 members 
Mstep: Class 23 contains 110120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428464.000000 Penalty: 30947.878906
Iteration 24Q: 15 clusters Score -8.442846e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30233 members 
Mstep: Class 7 contains 200289 members 
Mstep: Class 8 contains 15493 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 11900 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 14 contains 15935 members 
Mstep: Class 15 contains 69449 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 19 contains 27388 members 
Mstep: Class 20 contains 34549 members 
Mstep: Class 21 contains 269028 members 
Mstep: Class 22 contains 7575 members 
Mstep: Class 23 contains 110368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84429208.000000 Penalty: 30947.878906
Iteration 25Q: 15 clusters Score -8.442921e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30238 members 
Mstep: Class 7 contains 203378 members 
Mstep: Class 8 contains 14807 members 
Mstep: Class 9 contains 5915 members 
Mstep: Class 10 contains 11895 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 14 contains 15495 members 
Mstep: Class 15 contains 68795 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 19 contains 27348 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 267460 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 110718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428616.000000 Penalty: 30947.878906
Iteration 26Q: 15 clusters Score -8.442862e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30327 members 
Mstep: Class 7 contains 206149 members 
Mstep: Class 8 contains 14229 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 11923 members 
Mstep: Class 12 contains 3766 members 
Mstep: Class 14 contains 15094 members 
Mstep: Class 15 contains 68219 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 19 contains 27303 members 
Mstep: Class 20 contains 35400 members 
Mstep: Class 21 contains 265683 members 
Mstep: Class 22 contains 6643 members 
Mstep: Class 23 contains 111181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428880.000000 Penalty: 30947.878906
Iteration 27Q: 15 clusters Score -8.442888e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30456 members 
Mstep: Class 7 contains 208869 members 
Mstep: Class 8 contains 13767 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 67715 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 35813 members 
Mstep: Class 21 contains 263624 members 
Mstep: Class 22 contains 6258 members 
Mstep: Class 23 contains 111650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428488.000000 Penalty: 30947.878906
Iteration 28Q: 15 clusters Score -8.442849e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30635 members 
Mstep: Class 7 contains 211520 members 
Mstep: Class 8 contains 13385 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 12000 members 
Mstep: Class 12 contains 4350 members 
Mstep: Class 14 contains 14428 members 
Mstep: Class 15 contains 67237 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 19 contains 27222 members 
Mstep: Class 20 contains 36193 members 
Mstep: Class 21 contains 261347 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 112091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428504.000000 Penalty: 30947.878906
Iteration 29Q: 15 clusters Score -8.44285e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 7 contains 214124 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 10 contains 12017 members 
Mstep: Class 12 contains 4636 members 
Mstep: Class 14 contains 14157 members 
Mstep: Class 15 contains 66829 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 19 contains 27154 members 
Mstep: Class 20 contains 36583 members 
Mstep: Class 21 contains 258867 members 
Mstep: Class 22 contains 5769 members 
Mstep: Class 23 contains 112615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428088.000000 Penalty: 30947.878906
Iteration 30Q: 15 clusters Score -8.442809e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 31108 members 
Mstep: Class 7 contains 216593 members 
Mstep: Class 8 contains 12656 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 12026 members 
Mstep: Class 12 contains 4917 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 66459 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 19 contains 27098 members 
Mstep: Class 20 contains 36927 members 
Mstep: Class 21 contains 256349 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 113140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428560.000000 Penalty: 30947.878906
Iteration 31Q: 15 clusters Score -8.442856e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 31379 members 
Mstep: Class 7 contains 219020 members 
Mstep: Class 8 contains 12403 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 66137 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 19 contains 27070 members 
Mstep: Class 20 contains 37229 members 
Mstep: Class 21 contains 253650 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 113750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428160.000000 Penalty: 30947.878906
Iteration 32Q: 15 clusters Score -8.442816e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 31587 members 
Mstep: Class 7 contains 221223 members 
Mstep: Class 8 contains 12165 members 
Mstep: Class 9 contains 4775 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 14 contains 13523 members 
Mstep: Class 15 contains 65826 members 
Mstep: Class 17 contains 6907 members 
Mstep: Class 19 contains 27033 members 
Mstep: Class 20 contains 37508 members 
Mstep: Class 21 contains 251047 members 
Mstep: Class 22 contains 5284 members 
Mstep: Class 23 contains 114440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428592.000000 Penalty: 30947.878906
Iteration 33Q: 15 clusters Score -8.442859e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 31834 members 
Mstep: Class 7 contains 223258 members 
Mstep: Class 8 contains 11932 members 
Mstep: Class 9 contains 4706 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 12 contains 5558 members 
Mstep: Class 14 contains 13342 members 
Mstep: Class 15 contains 65538 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 19 contains 27015 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 248471 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 115147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428648.000000 Penalty: 30947.878906
Iteration 34Q: 15 clusters Score -8.442865e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 32095 members 
Mstep: Class 7 contains 225036 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 65268 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 19 contains 27009 members 
Mstep: Class 20 contains 38035 members 
Mstep: Class 21 contains 246020 members 
Mstep: Class 22 contains 5075 members 
Mstep: Class 23 contains 115960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428560.000000 Penalty: 30947.878906
Iteration 35Q: 15 clusters Score -8.442856e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 32347 members 
Mstep: Class 7 contains 226511 members 
Mstep: Class 8 contains 11504 members 
Mstep: Class 9 contains 4580 members 
Mstep: Class 10 contains 12173 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 14 contains 13047 members 
Mstep: Class 15 contains 65042 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 38287 members 
Mstep: Class 21 contains 243770 members 
Mstep: Class 22 contains 4999 members 
Mstep: Class 23 contains 116790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428576.000000 Penalty: 30947.878906
Iteration 36Q: 15 clusters Score -8.442858e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 32616 members 
Mstep: Class 7 contains 227763 members 
Mstep: Class 8 contains 11315 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 12200 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 64819 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 19 contains 27017 members 
Mstep: Class 20 contains 38533 members 
Mstep: Class 21 contains 241624 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 117714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428360.000000 Penalty: 30947.878906
Iteration 37Q: 15 clusters Score -8.442836e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 32872 members 
Mstep: Class 7 contains 228891 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 64668 members 
Mstep: Class 17 contains 6731 members 
Mstep: Class 19 contains 27030 members 
Mstep: Class 20 contains 38765 members 
Mstep: Class 21 contains 239371 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 118766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84428664.000000 Penalty: 30947.878906
Iteration 38Q: 15 clusters Score -8.442866e+07 nChanged 6618
Entering ConstructFrom: 
Score: -84428664.000000 Penalty: 30947.878906
Entering ConstructFrom: 
Trying to split cluster 4 (33171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Entering Unmasked Estep 
Score: -3597564.000000 Penalty: 1691.532593
	Iteration 0F: 2 clusters Score -3597564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3575279.250000 Penalty: 3383.065186
	Iteration 0F: 3 clusters Score -3575279 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3583670.750000 Penalty: 3383.065186
	Iteration 1F: 3 clusters Score -3583671 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3584024.250000 Penalty: 3383.065186
	Iteration 2Q: 3 clusters Score -3584024 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3584360.250000 Penalty: 3383.065186
	Iteration 3Q: 3 clusters Score -3584360 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3584731.000000 Penalty: 3383.065186
	Iteration 4Q: 3 clusters Score -3584731 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3585246.500000 Penalty: 3383.065186
	Iteration 5Q: 3 clusters Score -3585246 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3585922.250000 Penalty: 3383.065186
	Iteration 6Q: 3 clusters Score -3585922 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3586924.500000 Penalty: 3383.065186
	Iteration 7Q: 3 clusters Score -3586924 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3588412.750000 Penalty: 3383.065186
	Iteration 8F: 3 clusters Score -3588413 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3590327.250000 Penalty: 3383.065186
	Iteration 9F: 3 clusters Score -3590327 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3591859.250000 Penalty: 3383.065186
	Iteration 10F: 3 clusters Score -3591859 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3592653.750000 Penalty: 3383.065186
	Iteration 11Q: 3 clusters Score -3592654 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3592998.250000 Penalty: 3383.065186
	Iteration 12Q: 3 clusters Score -3592998 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3593286.500000 Penalty: 3383.065186
	Iteration 13Q: 3 clusters Score -3593286 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3593569.500000 Penalty: 3383.065186
	Iteration 14Q: 3 clusters Score -3593570 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3593819.750000 Penalty: 3383.065186
	Iteration 15Q: 3 clusters Score -3593820 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3594052.000000 Penalty: 3383.065186
	Iteration 16Q: 3 clusters Score -3594052 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3594213.000000 Penalty: 3383.065186
	Iteration 17Q: 3 clusters Score -3594213 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3594359.250000 Penalty: 3383.065186
	Iteration 18Q: 3 clusters Score -3594359 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3594463.500000 Penalty: 3383.065186
	Iteration 19Q: 3 clusters Score -3594464 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3594574.500000 Penalty: 3383.065186
	Iteration 20F: 3 clusters Score -3594574 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3594653.500000 Penalty: 3383.065186
	Iteration 21Q: 3 clusters Score -3594654 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3594711.750000 Penalty: 3383.065186
	Iteration 22Q: 3 clusters Score -3594712 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3594763.500000 Penalty: 3383.065186
	Iteration 23Q: 3 clusters Score -3594764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3594790.500000 Penalty: 3383.065186
	Iteration 24Q: 3 clusters Score -3594790 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3594833.000000 Penalty: 3383.065186
	Iteration 25Q: 3 clusters Score -3594833 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3594861.000000 Penalty: 3383.065186
	Iteration 26Q: 3 clusters Score -3594861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3594898.750000 Penalty: 3383.065186
	Iteration 27Q: 3 clusters Score -3594899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3594930.250000 Penalty: 3383.065186
	Iteration 28Q: 3 clusters Score -3594930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3594958.250000 Penalty: 3383.065186
	Iteration 29Q: 3 clusters Score -3594958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3594977.000000 Penalty: 3383.065186
	Iteration 30Q: 3 clusters Score -3594977 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3595001.250000 Penalty: 3383.065186
	Iteration 31Q: 3 clusters Score -3595001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3595029.000000 Penalty: 3383.065186
	Iteration 32Q: 3 clusters Score -3595029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3595074.750000 Penalty: 3383.065186
	Iteration 33Q: 3 clusters Score -3595075 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3595117.500000 Penalty: 3383.065186
	Iteration 34Q: 3 clusters Score -3595118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3595150.750000 Penalty: 3383.065186
	Iteration 35Q: 3 clusters Score -3595151 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3595191.250000 Penalty: 3383.065186
	Iteration 36Q: 3 clusters Score -3595191 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3595219.750000 Penalty: 3383.065186
	Iteration 37Q: 3 clusters Score -3595220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3595258.750000 Penalty: 3383.065186
	Iteration 38Q: 3 clusters Score -3595259 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3595300.250000 Penalty: 3383.065186
	Iteration 39Q: 3 clusters Score -3595300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3595322.500000 Penalty: 3383.065186
	Iteration 40F: 3 clusters Score -3595322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3595365.000000 Penalty: 3383.065186
	Iteration 41Q: 3 clusters Score -3595365 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3595385.750000 Penalty: 3383.065186
	Iteration 42Q: 3 clusters Score -3595386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3595390.250000 Penalty: 3383.065186
	Iteration 43Q: 3 clusters Score -3595390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3595411.250000 Penalty: 3383.065186
	Iteration 44Q: 3 clusters Score -3595411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3595426.500000 Penalty: 3383.065186
	Iteration 45Q: 3 clusters Score -3595426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3595433.500000 Penalty: 3383.065186
	Iteration 46Q: 3 clusters Score -3595434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3595451.000000 Penalty: 3383.065186
	Iteration 47Q: 3 clusters Score -3595451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3595458.750000 Penalty: 3383.065186
	Iteration 48Q: 3 clusters Score -3595459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3595463.750000 Penalty: 3383.065186
	Iteration 49Q: 3 clusters Score -3595464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3595469.750000 Penalty: 3383.065186
	Iteration 50Q: 3 clusters Score -3595470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3595487.750000 Penalty: 3383.065186
	Iteration 51Q: 3 clusters Score -3595488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3595499.000000 Penalty: 3383.065186
	Iteration 52Q: 3 clusters Score -3595499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3595514.000000 Penalty: 3383.065186
	Iteration 53Q: 3 clusters Score -3595514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3595525.250000 Penalty: 3383.065186
	Iteration 54Q: 3 clusters Score -3595525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3595538.000000 Penalty: 3383.065186
	Iteration 55Q: 3 clusters Score -3595538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -3595542.500000 Penalty: 3383.065186
	Iteration 56Q: 3 clusters Score -3595542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3595551.750000 Penalty: 3383.065186
	Iteration 57Q: 3 clusters Score -3595552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3595559.250000 Penalty: 3383.065186
	Iteration 58Q: 3 clusters Score -3595559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3595556.250000 Penalty: 3383.065186
	Iteration 59Q: 3 clusters Score -3595556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3595572.750000 Penalty: 3383.065186
	Iteration 60F: 3 clusters Score -3595573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3595571.500000 Penalty: 3383.065186
	Iteration 61Q: 3 clusters Score -3595572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3595579.750000 Penalty: 3383.065186
	Iteration 62Q: 3 clusters Score -3595580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3595590.000000 Penalty: 3383.065186
	Iteration 63Q: 3 clusters Score -3595590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3595595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3595597.750000 Penalty: 3383.065186
	Iteration 65Q: 3 clusters Score -3595598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3595600.000000 Penalty: 3383.065186
	Iteration 66Q: 3 clusters Score -3595600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3595604.000000 Penalty: 3383.065186
	Iteration 67Q: 3 clusters Score -3595604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3595613.250000 Penalty: 3383.065186
	Iteration 68Q: 3 clusters Score -3595613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3595609.000000 Penalty: 3383.065186
	Iteration 69Q: 3 clusters Score -3595609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3595613.750000 Penalty: 3383.065186
	Iteration 70Q: 3 clusters Score -3595614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3595617.750000 Penalty: 3383.065186
	Iteration 71Q: 3 clusters Score -3595618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3595621.250000 Penalty: 3383.065186
	Iteration 72Q: 3 clusters Score -3595621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3595621.500000 Penalty: 3383.065186
	Iteration 73Q: 3 clusters Score -3595622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3595616.250000 Penalty: 3383.065186
	Iteration 74Q: 3 clusters Score -3595616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3595633.000000 Penalty: 3383.065186
	Iteration 75Q: 3 clusters Score -3595633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3595635.750000 Penalty: 3383.065186
	Iteration 76Q: 3 clusters Score -3595636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3595644.500000 Penalty: 3383.065186
	Iteration 77Q: 3 clusters Score -3595644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3595656.000000 Penalty: 3383.065186
	Iteration 78Q: 3 clusters Score -3595656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3595672.250000 Penalty: 3383.065186
	Iteration 79Q: 3 clusters Score -3595672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -3595679.000000 Penalty: 3383.065186
	Iteration 80F: 3 clusters Score -3595679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3595679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3595692.750000 Penalty: 3383.065186
	Iteration 82Q: 3 clusters Score -3595693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3595694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3595705.500000 Penalty: 3383.065186
	Iteration 84Q: 3 clusters Score -3595706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3595712.250000 Penalty: 3383.065186
	Iteration 85Q: 3 clusters Score -3595712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3595718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3595717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3595727.000000 Penalty: 3383.065186
	Iteration 88Q: 3 clusters Score -3595727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3595732.000000 Penalty: 3383.065186
	Iteration 89Q: 3 clusters Score -3595732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3595739.000000 Penalty: 3383.065186
	Iteration 90Q: 3 clusters Score -3595739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3595734.250000 Penalty: 3383.065186
	Iteration 91Q: 3 clusters Score -3595734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3595731.000000 Penalty: 3383.065186
	Iteration 92Q: 3 clusters Score -3595731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3595733.000000 Penalty: 3383.065186
	Iteration 93Q: 3 clusters Score -3595733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3595732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3595732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3595734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3595742.000000 Penalty: 3383.065186
	Iteration 97Q: 3 clusters Score -3595742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3595741.000000 Penalty: 3383.065186
	Iteration 98Q: 3 clusters Score -3595741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3595735.500000 Penalty: 3383.065186
	Iteration 99Q: 3 clusters Score -3595736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3595734.500000 Penalty: 3383.065186
	Iteration 100F: 3 clusters Score -3595734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3595739.500000 Penalty: 3383.065186
	Iteration 101Q: 3 clusters Score -3595740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3595745.000000 Penalty: 3383.065186
	Iteration 102Q: 3 clusters Score -3595745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3595744.000000 Penalty: 3383.065186
	Iteration 103Q: 3 clusters Score -3595744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3595738.000000 Penalty: 3383.065186
	Iteration 104Q: 3 clusters Score -3595738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3595742.750000 Penalty: 3383.065186
	Iteration 105Q: 3 clusters Score -3595743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3595738.500000 Penalty: 3383.065186
	Iteration 106Q: 3 clusters Score -3595738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3595745.500000 Penalty: 3383.065186
	Iteration 107Q: 3 clusters Score -3595746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3595750.750000 Penalty: 3383.065186
	Iteration 108Q: 3 clusters Score -3595751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3595744.500000 Penalty: 3383.065186
	Iteration 109Q: 3 clusters Score -3595744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3595746.000000 Penalty: 3383.065186
	Iteration 110Q: 3 clusters Score -3595746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3595753.250000 Penalty: 3383.065186
	Iteration 111Q: 3 clusters Score -3595753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3595750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3595755.750000 Penalty: 3383.065186
	Iteration 113Q: 3 clusters Score -3595756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3595758.500000 Penalty: 3383.065186
	Iteration 114Q: 3 clusters Score -3595758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3595758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3595760.750000 Penalty: 3383.065186
	Iteration 116Q: 3 clusters Score -3595761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3595757.750000 Penalty: 3383.065186
	Iteration 117Q: 3 clusters Score -3595758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3595766.500000 Penalty: 3383.065186
	Iteration 118Q: 3 clusters Score -3595766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3595771.250000 Penalty: 3383.065186
	Iteration 119Q: 3 clusters Score -3595771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3595767.750000 Penalty: 3383.065186
	Iteration 120F: 3 clusters Score -3595768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3595771.250000 Penalty: 3383.065186
	Iteration 121Q: 3 clusters Score -3595771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3595773.250000 Penalty: 3383.065186
	Iteration 122Q: 3 clusters Score -3595773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3595777.500000 Penalty: 3383.065186
	Iteration 123Q: 3 clusters Score -3595778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3595773.750000 Penalty: 3383.065186
	Iteration 124Q: 3 clusters Score -3595774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3595773.000000 Penalty: 3383.065186
	Iteration 125Q: 3 clusters Score -3595773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3595778.000000 Penalty: 3383.065186
	Iteration 126Q: 3 clusters Score -3595778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3595774.750000 Penalty: 3383.065186
	Iteration 127Q: 3 clusters Score -3595775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3595778.000000 Penalty: 3383.065186
	Iteration 128Q: 3 clusters Score -3595778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3595780.750000 Penalty: 3383.065186
	Iteration 129Q: 3 clusters Score -3595781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3595781.000000 Penalty: 3383.065186
	Iteration 130Q: 3 clusters Score -3595781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3595782.750000 Penalty: 3383.065186
	Iteration 131Q: 3 clusters Score -3595783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -3595788.250000 Penalty: 3383.065186
	Iteration 132Q: 3 clusters Score -3595788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3595789.250000 Penalty: 3383.065186
	Iteration 133Q: 3 clusters Score -3595789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3595794.750000 Penalty: 3383.065186
	Iteration 134Q: 3 clusters Score -3595795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3595797.500000 Penalty: 3383.065186
	Iteration 135Q: 3 clusters Score -3595798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3595799.250000 Penalty: 3383.065186
	Iteration 136Q: 3 clusters Score -3595799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3595801.500000 Penalty: 3383.065186
	Iteration 137Q: 3 clusters Score -3595802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3595803.500000 Penalty: 3383.065186
	Iteration 138Q: 3 clusters Score -3595804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3595801.750000 Penalty: 3383.065186
	Iteration 139Q: 3 clusters Score -3595802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3595809.000000 Penalty: 3383.065186
	Iteration 140F: 3 clusters Score -3595809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3595819.000000 Penalty: 3383.065186
	Iteration 141Q: 3 clusters Score -3595819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3595821.500000 Penalty: 3383.065186
	Iteration 142Q: 3 clusters Score -3595822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3595824.000000 Penalty: 3383.065186
	Iteration 143Q: 3 clusters Score -3595824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3595819.500000 Penalty: 3383.065186
	Iteration 144Q: 3 clusters Score -3595820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3595819.000000 Penalty: 3383.065186
	Iteration 145Q: 3 clusters Score -3595819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3595821.750000 Penalty: 3383.065186
	Iteration 146Q: 3 clusters Score -3595822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3595832.000000 Penalty: 3383.065186
	Iteration 147Q: 3 clusters Score -3595832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3595840.250000 Penalty: 3383.065186
	Iteration 148Q: 3 clusters Score -3595840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3595841.000000 Penalty: 3383.065186
	Iteration 149Q: 3 clusters Score -3595841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3595841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3595844.500000 Penalty: 3383.065186
	Iteration 151Q: 3 clusters Score -3595844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3595844.500000 Penalty: 3383.065186
	Iteration 152Q: 3 clusters Score -3595844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3595847.250000 Penalty: 3383.065186
	Iteration 153Q: 3 clusters Score -3595847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3595847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3595847.000000 Penalty: 3383.065186
	Iteration 155Q: 3 clusters Score -3595847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3595846.500000 Penalty: 3383.065186
	Iteration 156Q: 3 clusters Score -3595846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3595848.250000 Penalty: 3383.065186
	Iteration 157Q: 3 clusters Score -3595848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3595849.250000 Penalty: 3383.065186
	Iteration 158Q: 3 clusters Score -3595849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3595850.000000 Penalty: 3383.065186
	Iteration 159Q: 3 clusters Score -3595850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3595848.000000 Penalty: 3383.065186
	Iteration 160F: 3 clusters Score -3595848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3595847.750000 Penalty: 3383.065186
	Iteration 161Q: 3 clusters Score -3595848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3595852.500000 Penalty: 3383.065186
	Iteration 162Q: 3 clusters Score -3595852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3595852.500000 Penalty: 3383.065186
	Iteration 163F: 3 clusters Score -3595852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230153 members 
Entering Unmasked Estep 
Score: -24530576.000000 Penalty: 2006.306152
	Iteration 0F: 2 clusters Score -2.453058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -24382758.000000 Penalty: 4012.612305
	Iteration 0F: 3 clusters Score -2.438276e+07 nChanged 111974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -24450244.000000 Penalty: 4012.612305
	Iteration 1F: 3 clusters Score -2.445024e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -24452798.000000 Penalty: 4012.612305
	Iteration 2Q: 3 clusters Score -2.44528e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125428 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -24457088.000000 Penalty: 4012.612305
	Iteration 3Q: 3 clusters Score -2.445709e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -24464256.000000 Penalty: 4012.612305
	Iteration 4F: 3 clusters Score -2.446426e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140280 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -24475354.000000 Penalty: 4012.612305
	Iteration 5F: 3 clusters Score -2.447535e+07 nChanged 18299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -24490878.000000 Penalty: 4012.612305
	Iteration 6F: 3 clusters Score -2.449088e+07 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161429 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -24506956.000000 Penalty: 4012.612305
	Iteration 7F: 3 clusters Score -2.450696e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -24517302.000000 Penalty: 4012.612305
	Iteration 8F: 3 clusters Score -2.45173e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172289 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -24520894.000000 Penalty: 4012.612305
	Iteration 9Q: 3 clusters Score -2.452089e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -24522306.000000 Penalty: 4012.612305
	Iteration 10Q: 3 clusters Score -2.452231e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -24523446.000000 Penalty: 4012.612305
	Iteration 11Q: 3 clusters Score -2.452345e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -24524154.000000 Penalty: 4012.612305
	Iteration 12Q: 3 clusters Score -2.452415e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -24524790.000000 Penalty: 4012.612305
	Iteration 13Q: 3 clusters Score -2.452479e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186631 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -24525170.000000 Penalty: 4012.612305
	Iteration 14Q: 3 clusters Score -2.452517e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188880 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -24525450.000000 Penalty: 4012.612305
	Iteration 15Q: 3 clusters Score -2.452545e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -24525830.000000 Penalty: 4012.612305
	Iteration 16Q: 3 clusters Score -2.452583e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -24526024.000000 Penalty: 4012.612305
	Iteration 17Q: 3 clusters Score -2.452602e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194940 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -24526254.000000 Penalty: 4012.612305
	Iteration 18Q: 3 clusters Score -2.452625e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196813 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -24526508.000000 Penalty: 4012.612305
	Iteration 19Q: 3 clusters Score -2.452651e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198651 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -24526772.000000 Penalty: 4012.612305
	Iteration 20F: 3 clusters Score -2.452677e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200494 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -24526960.000000 Penalty: 4012.612305
	Iteration 21Q: 3 clusters Score -2.452696e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202222 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -24527092.000000 Penalty: 4012.612305
	Iteration 22Q: 3 clusters Score -2.452709e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203883 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -24527394.000000 Penalty: 4012.612305
	Iteration 23Q: 3 clusters Score -2.452739e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205498 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -24527574.000000 Penalty: 4012.612305
	Iteration 24Q: 3 clusters Score -2.452757e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207010 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -24527866.000000 Penalty: 4012.612305
	Iteration 25Q: 3 clusters Score -2.452787e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208512 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -24528030.000000 Penalty: 4012.612305
	Iteration 26Q: 3 clusters Score -2.452803e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209938 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -24528156.000000 Penalty: 4012.612305
	Iteration 27Q: 3 clusters Score -2.452816e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211340 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -24528338.000000 Penalty: 4012.612305
	Iteration 28Q: 3 clusters Score -2.452834e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212626 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -24528520.000000 Penalty: 4012.612305
	Iteration 29Q: 3 clusters Score -2.452852e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213873 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -24528676.000000 Penalty: 4012.612305
	Iteration 30Q: 3 clusters Score -2.452868e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215050 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -24528852.000000 Penalty: 4012.612305
	Iteration 31Q: 3 clusters Score -2.452885e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216124 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -24528982.000000 Penalty: 4012.612305
	Iteration 32Q: 3 clusters Score -2.452898e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217168 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -24528950.000000 Penalty: 4012.612305
	Iteration 33Q: 3 clusters Score -2.452895e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218117 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -24529278.000000 Penalty: 4012.612305
	Iteration 34Q: 3 clusters Score -2.452928e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219008 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -24529466.000000 Penalty: 4012.612305
	Iteration 35Q: 3 clusters Score -2.452947e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219861 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -24529518.000000 Penalty: 4012.612305
	Iteration 36Q: 3 clusters Score -2.452952e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220638 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -24529680.000000 Penalty: 4012.612305
	Iteration 37Q: 3 clusters Score -2.452968e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221354 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -24529770.000000 Penalty: 4012.612305
	Iteration 38Q: 3 clusters Score -2.452977e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221995 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -24529890.000000 Penalty: 4012.612305
	Iteration 39Q: 3 clusters Score -2.452989e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222581 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -24529956.000000 Penalty: 4012.612305
	Iteration 40F: 3 clusters Score -2.452996e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223102 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -24530038.000000 Penalty: 4012.612305
	Iteration 41Q: 3 clusters Score -2.453004e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223558 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -24530024.000000 Penalty: 4012.612305
	Iteration 42Q: 3 clusters Score -2.453002e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223975 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -24530062.000000 Penalty: 4012.612305
	Iteration 43Q: 3 clusters Score -2.453006e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224357 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -24530208.000000 Penalty: 4012.612305
	Iteration 44Q: 3 clusters Score -2.453021e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224688 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -24530300.000000 Penalty: 4012.612305
	Iteration 45Q: 3 clusters Score -2.45303e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224954 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -24530278.000000 Penalty: 4012.612305
	Iteration 46Q: 3 clusters Score -2.453028e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -24530316.000000 Penalty: 4012.612305
	Iteration 47Q: 3 clusters Score -2.453032e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225412 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -24530322.000000 Penalty: 4012.612305
	Iteration 48Q: 3 clusters Score -2.453032e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225590 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -24530342.000000 Penalty: 4012.612305
	Iteration 49Q: 3 clusters Score -2.453034e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225740 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -24530382.000000 Penalty: 4012.612305
	Iteration 50Q: 3 clusters Score -2.453038e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -24530438.000000 Penalty: 4012.612305
	Iteration 51Q: 3 clusters Score -2.453044e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226013 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -24530418.000000 Penalty: 4012.612305
	Iteration 52Q: 3 clusters Score -2.453042e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226118 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -24530388.000000 Penalty: 4012.612305
	Iteration 53Q: 3 clusters Score -2.453039e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226212 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -24530426.000000 Penalty: 4012.612305
	Iteration 54Q: 3 clusters Score -2.453043e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -24530508.000000 Penalty: 4012.612305
	Iteration 55Q: 3 clusters Score -2.453051e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226386 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -24530508.000000 Penalty: 4012.612305
	Iteration 56Q: 3 clusters Score -2.453051e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226481 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -24530504.000000 Penalty: 4012.612305
	Iteration 57Q: 3 clusters Score -2.45305e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226565 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -24530542.000000 Penalty: 4012.612305
	Iteration 58Q: 3 clusters Score -2.453054e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226607 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -24530568.000000 Penalty: 4012.612305
	Iteration 59Q: 3 clusters Score -2.453057e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226638 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -24530574.000000 Penalty: 4012.612305
	Iteration 60F: 3 clusters Score -2.453057e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226660 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -24530596.000000 Penalty: 4012.612305
	Iteration 61Q: 3 clusters Score -2.45306e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226667 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -24530610.000000 Penalty: 4012.612305
	Iteration 62Q: 3 clusters Score -2.453061e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226675 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 4012.612305
	Iteration 63Q: 3 clusters Score -2.453061e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226663 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -24530586.000000 Penalty: 4012.612305
	Iteration 64Q: 3 clusters Score -2.453059e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226667 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 4012.612305
	Iteration 65Q: 3 clusters Score -2.453058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226672 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -24530608.000000 Penalty: 4012.612305
	Iteration 66Q: 3 clusters Score -2.453061e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226673 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -24530582.000000 Penalty: 4012.612305
	Iteration 67Q: 3 clusters Score -2.453058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226680 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -24530562.000000 Penalty: 4012.612305
	Iteration 68Q: 3 clusters Score -2.453056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226681 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -24530586.000000 Penalty: 4012.612305
	Iteration 69Q: 3 clusters Score -2.453059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226684 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -24530586.000000 Penalty: 4012.612305
	Iteration 70Q: 3 clusters Score -2.453059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226690 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -24530588.000000 Penalty: 4012.612305
	Iteration 71Q: 3 clusters Score -2.453059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226694 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -24530574.000000 Penalty: 4012.612305
	Iteration 72Q: 3 clusters Score -2.453057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226693 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -24530572.000000 Penalty: 4012.612305
	Iteration 73Q: 3 clusters Score -2.453057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226695 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -24530570.000000 Penalty: 4012.612305
	Iteration 74Q: 3 clusters Score -2.453057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226696 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -24530602.000000 Penalty: 4012.612305
	Iteration 75Q: 3 clusters Score -2.45306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -24530592.000000 Penalty: 4012.612305
	Iteration 76Q: 3 clusters Score -2.453059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -24530602.000000 Penalty: 4012.612305
	Iteration 77Q: 3 clusters Score -2.45306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226705 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 4012.612305
	Iteration 78Q: 3 clusters Score -2.45306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226707 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -24530576.000000 Penalty: 4012.612305
	Iteration 79Q: 3 clusters Score -2.453058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226716 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -24530598.000000 Penalty: 4012.612305
	Iteration 80F: 3 clusters Score -2.45306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226726 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -24530602.000000 Penalty: 4012.612305
	Iteration 81Q: 3 clusters Score -2.45306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -24530604.000000 Penalty: 4012.612305
	Iteration 82Q: 3 clusters Score -2.45306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226731 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -24530602.000000 Penalty: 4012.612305
	Iteration 83Q: 3 clusters Score -2.45306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226729 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 4012.612305
	Iteration 84Q: 3 clusters Score -2.45306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226728 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -24530600.000000 Penalty: 4012.612305
	Iteration 85Q: 3 clusters Score -2.45306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226725 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -24530578.000000 Penalty: 4012.612305
	Iteration 86Q: 3 clusters Score -2.453058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226728 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -24530590.000000 Penalty: 4012.612305
	Iteration 87Q: 3 clusters Score -2.453059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226723 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 4012.612305
	Iteration 88Q: 3 clusters Score -2.453058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226723 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -24530586.000000 Penalty: 4012.612305
	Iteration 89Q: 3 clusters Score -2.453059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226725 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -24530576.000000 Penalty: 4012.612305
	Iteration 90Q: 3 clusters Score -2.453058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226725 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -24530594.000000 Penalty: 4012.612305
	Iteration 91Q: 3 clusters Score -2.453059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226726 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -24530588.000000 Penalty: 4012.612305
	Iteration 92Q: 3 clusters Score -2.453059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226724 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -24530592.000000 Penalty: 4012.612305
	Iteration 93Q: 3 clusters Score -2.453059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226722 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 4012.612305
	Iteration 94Q: 3 clusters Score -2.453058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226722 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -24530584.000000 Penalty: 4012.612305
	Iteration 95F: 3 clusters Score -2.453058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 7 contains 226722 members 
Mstep: Class 8 contains 10968 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 39005 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
Score: -84428192.000000 Penalty: 33158.441406
Splitting cluster 7 changes total score from -84428664.000000 to -84428192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Entering Unmasked Estep 
Score: -1110236.750000 Penalty: 1511.694824
	Iteration 0F: 2 clusters Score -1110237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1102610.500000 Penalty: 3023.389648
	Iteration 0F: 3 clusters Score -1102610 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1105207.125000 Penalty: 3023.389648
	Iteration 1F: 3 clusters Score -1105207 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1105627.375000 Penalty: 3023.389648
	Iteration 2F: 3 clusters Score -1105627 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1106311.125000 Penalty: 3023.389648
	Iteration 3F: 3 clusters Score -1106311 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1107116.250000 Penalty: 3023.389648
	Iteration 4F: 3 clusters Score -1107116 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1107904.875000 Penalty: 3023.389648
	Iteration 5F: 3 clusters Score -1107905 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1108621.875000 Penalty: 3023.389648
	Iteration 6F: 3 clusters Score -1108622 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1109156.750000 Penalty: 3023.389648
	Iteration 7F: 3 clusters Score -1109157 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1109542.750000 Penalty: 3023.389648
	Iteration 8Q: 3 clusters Score -1109543 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1109803.000000 Penalty: 3023.389648
	Iteration 9Q: 3 clusters Score -1109803 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1109971.250000 Penalty: 3023.389648
	Iteration 10Q: 3 clusters Score -1109971 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1110062.375000 Penalty: 3023.389648
	Iteration 11Q: 3 clusters Score -1110062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1110121.750000 Penalty: 3023.389648
	Iteration 12Q: 3 clusters Score -1110122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1110154.000000 Penalty: 3023.389648
	Iteration 13Q: 3 clusters Score -1110154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1110179.250000 Penalty: 3023.389648
	Iteration 14Q: 3 clusters Score -1110179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1110193.000000 Penalty: 3023.389648
	Iteration 15Q: 3 clusters Score -1110193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1110207.125000 Penalty: 3023.389648
	Iteration 16Q: 3 clusters Score -1110207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1110223.750000 Penalty: 3023.389648
	Iteration 17Q: 3 clusters Score -1110224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1110235.625000 Penalty: 3023.389648
	Iteration 18Q: 3 clusters Score -1110236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1110243.250000 Penalty: 3023.389648
	Iteration 19Q: 3 clusters Score -1110243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1110250.500000 Penalty: 3023.389648
	Iteration 20F: 3 clusters Score -1110250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1110256.625000 Penalty: 3023.389648
	Iteration 21Q: 3 clusters Score -1110257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1110263.625000 Penalty: 3023.389648
	Iteration 22Q: 3 clusters Score -1110264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1110267.125000 Penalty: 3023.389648
	Iteration 23Q: 3 clusters Score -1110267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1110270.500000 Penalty: 3023.389648
	Iteration 24Q: 3 clusters Score -1110270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1110278.125000 Penalty: 3023.389648
	Iteration 25Q: 3 clusters Score -1110278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1110283.250000 Penalty: 3023.389648
	Iteration 26Q: 3 clusters Score -1110283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1110293.000000 Penalty: 3023.389648
	Iteration 27Q: 3 clusters Score -1110293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1110299.000000 Penalty: 3023.389648
	Iteration 28Q: 3 clusters Score -1110299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1110301.125000 Penalty: 3023.389648
	Iteration 29Q: 3 clusters Score -1110301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1110304.750000 Penalty: 3023.389648
	Iteration 30Q: 3 clusters Score -1110305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1110308.875000 Penalty: 3023.389648
	Iteration 31Q: 3 clusters Score -1110309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1110311.250000 Penalty: 3023.389648
	Iteration 32Q: 3 clusters Score -1110311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1110314.500000 Penalty: 3023.389648
	Iteration 33Q: 3 clusters Score -1110314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1110315.750000 Penalty: 3023.389648
	Iteration 34Q: 3 clusters Score -1110316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1110318.250000 Penalty: 3023.389648
	Iteration 35Q: 3 clusters Score -1110318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1110323.500000 Penalty: 3023.389648
	Iteration 36Q: 3 clusters Score -1110324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1110327.375000 Penalty: 3023.389648
	Iteration 37Q: 3 clusters Score -1110327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1110336.000000 Penalty: 3023.389648
	Iteration 38Q: 3 clusters Score -1110336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1110340.750000 Penalty: 3023.389648
	Iteration 39Q: 3 clusters Score -1110341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1110345.125000 Penalty: 3023.389648
	Iteration 40F: 3 clusters Score -1110345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1110351.750000 Penalty: 3023.389648
	Iteration 41Q: 3 clusters Score -1110352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1110365.625000 Penalty: 3023.389648
	Iteration 42Q: 3 clusters Score -1110366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1110369.000000 Penalty: 3023.389648
	Iteration 43Q: 3 clusters Score -1110369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1110372.375000 Penalty: 3023.389648
	Iteration 44Q: 3 clusters Score -1110372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1110380.250000 Penalty: 3023.389648
	Iteration 45Q: 3 clusters Score -1110380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1110391.750000 Penalty: 3023.389648
	Iteration 46Q: 3 clusters Score -1110392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1110396.000000 Penalty: 3023.389648
	Iteration 47Q: 3 clusters Score -1110396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1110399.875000 Penalty: 3023.389648
	Iteration 48Q: 3 clusters Score -1110400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1110407.500000 Penalty: 3023.389648
	Iteration 49Q: 3 clusters Score -1110408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1110414.000000 Penalty: 3023.389648
	Iteration 50Q: 3 clusters Score -1110414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1110414.125000 Penalty: 3023.389648
	Iteration 51Q: 3 clusters Score -1110414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1110418.750000 Penalty: 3023.389648
	Iteration 52Q: 3 clusters Score -1110419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1110420.375000 Penalty: 3023.389648
	Iteration 53Q: 3 clusters Score -1110420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1110423.625000 Penalty: 3023.389648
	Iteration 54Q: 3 clusters Score -1110424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1110429.250000 Penalty: 3023.389648
	Iteration 55Q: 3 clusters Score -1110429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1110434.125000 Penalty: 3023.389648
	Iteration 56Q: 3 clusters Score -1110434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1110439.000000 Penalty: 3023.389648
	Iteration 57Q: 3 clusters Score -1110439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1110447.875000 Penalty: 3023.389648
	Iteration 58Q: 3 clusters Score -1110448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1110475.250000 Penalty: 3023.389648
	Iteration 59Q: 3 clusters Score -1110475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1110510.625000 Penalty: 3023.389648
	Iteration 60F: 3 clusters Score -1110511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1110548.500000 Penalty: 3023.389648
	Iteration 61Q: 3 clusters Score -1110548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1110611.375000 Penalty: 3023.389648
	Iteration 62Q: 3 clusters Score -1110611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1110682.750000 Penalty: 3023.389648
	Iteration 63Q: 3 clusters Score -1110683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1110794.875000 Penalty: 3023.389648
	Iteration 64Q: 3 clusters Score -1110795 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1111049.000000 Penalty: 3023.389648
	Iteration 65Q: 3 clusters Score -1111049 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1111514.625000 Penalty: 3023.389648
	Iteration 66Q: 3 clusters Score -1111515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1111961.750000 Penalty: 3023.389648
	Iteration 67Q: 3 clusters Score -1111962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1112159.750000 Penalty: 3023.389648
	Iteration 68Q: 3 clusters Score -1112160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1112248.625000 Penalty: 3023.389648
	Iteration 69Q: 3 clusters Score -1112249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1112276.125000 Penalty: 3023.389648
	Iteration 70Q: 3 clusters Score -1112276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1112278.875000 Penalty: 3023.389648
	Iteration 71Q: 3 clusters Score -1112279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1112278.750000 Penalty: 3023.389648
	Iteration 72Q: 3 clusters Score -1112279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1112279.625000 Penalty: 3023.389648
	Iteration 73Q: 3 clusters Score -1112280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1112293.375000 Penalty: 3023.389648
	Iteration 74F: 3 clusters Score -1112293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1112300.250000 Penalty: 3023.389648
	Iteration 75Q: 3 clusters Score -1112300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1112304.250000 Penalty: 3023.389648
	Iteration 76Q: 3 clusters Score -1112304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1112306.875000 Penalty: 3023.389648
	Iteration 77Q: 3 clusters Score -1112307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1112306.750000 Penalty: 3023.389648
	Iteration 78Q: 3 clusters Score -1112307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1112309.000000 Penalty: 3023.389648
	Iteration 79Q: 3 clusters Score -1112309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1112309.000000 Penalty: 3023.389648
	Iteration 80F: 3 clusters Score -1112309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 7 contains 230153 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 39005 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
Score: -84429112.000000 Penalty: 33158.441406
Splitting cluster 8 changes total score from -84428664.000000 to -84429112.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -480522.062500 Penalty: 1365.908569
	Iteration 0F: 2 clusters Score -480522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -476883.843750 Penalty: 2731.817139
	Iteration 0F: 3 clusters Score -476883.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -477786.843750 Penalty: 2731.817139
	Iteration 1F: 3 clusters Score -477786.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -477933.281250 Penalty: 2731.817139
	Iteration 2F: 3 clusters Score -477933.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -478048.593750 Penalty: 2731.817139
	Iteration 3F: 3 clusters Score -478048.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -478127.718750 Penalty: 2731.817139
	Iteration 4Q: 3 clusters Score -478127.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478186.781250 Penalty: 2731.817139
	Iteration 5Q: 3 clusters Score -478186.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -478232.343750 Penalty: 2731.817139
	Iteration 6Q: 3 clusters Score -478232.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -478289.343750 Penalty: 2731.817139
	Iteration 7Q: 3 clusters Score -478289.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -478344.562500 Penalty: 2731.817139
	Iteration 8Q: 3 clusters Score -478344.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -478384.000000 Penalty: 2731.817139
	Iteration 9Q: 3 clusters Score -478384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -478422.656250 Penalty: 2731.817139
	Iteration 10Q: 3 clusters Score -478422.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -478470.625000 Penalty: 2731.817139
	Iteration 11Q: 3 clusters Score -478470.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -478534.718750 Penalty: 2731.817139
	Iteration 12Q: 3 clusters Score -478534.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -478590.531250 Penalty: 2731.817139
	Iteration 13Q: 3 clusters Score -478590.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -478643.406250 Penalty: 2731.817139
	Iteration 14Q: 3 clusters Score -478643.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -478704.343750 Penalty: 2731.817139
	Iteration 15Q: 3 clusters Score -478704.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -478785.750000 Penalty: 2731.817139
	Iteration 16Q: 3 clusters Score -478785.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -478862.968750 Penalty: 2731.817139
	Iteration 17Q: 3 clusters Score -478863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -478928.437500 Penalty: 2731.817139
	Iteration 18Q: 3 clusters Score -478928.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -478981.218750 Penalty: 2731.817139
	Iteration 19Q: 3 clusters Score -478981.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -479023.718750 Penalty: 2731.817139
	Iteration 20F: 3 clusters Score -479023.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -479070.437500 Penalty: 2731.817139
	Iteration 21Q: 3 clusters Score -479070.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -479124.531250 Penalty: 2731.817139
	Iteration 22Q: 3 clusters Score -479124.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -479172.187500 Penalty: 2731.817139
	Iteration 23Q: 3 clusters Score -479172.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -479213.718750 Penalty: 2731.817139
	Iteration 24Q: 3 clusters Score -479213.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -479247.625000 Penalty: 2731.817139
	Iteration 25Q: 3 clusters Score -479247.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -479273.906250 Penalty: 2731.817139
	Iteration 26Q: 3 clusters Score -479273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -479289.093750 Penalty: 2731.817139
	Iteration 27Q: 3 clusters Score -479289.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -479310.437500 Penalty: 2731.817139
	Iteration 28Q: 3 clusters Score -479310.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -479326.343750 Penalty: 2731.817139
	Iteration 29Q: 3 clusters Score -479326.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -479340.531250 Penalty: 2731.817139
	Iteration 30Q: 3 clusters Score -479340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -479347.906250 Penalty: 2731.817139
	Iteration 31Q: 3 clusters Score -479347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -479351.593750 Penalty: 2731.817139
	Iteration 32Q: 3 clusters Score -479351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -479353.218750 Penalty: 2731.817139
	Iteration 33Q: 3 clusters Score -479353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -479357.437500 Penalty: 2731.817139
	Iteration 34Q: 3 clusters Score -479357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -479361.718750 Penalty: 2731.817139
	Iteration 35Q: 3 clusters Score -479361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -479367.750000 Penalty: 2731.817139
	Iteration 36Q: 3 clusters Score -479367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -479375.093750 Penalty: 2731.817139
	Iteration 37Q: 3 clusters Score -479375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -479379.343750 Penalty: 2731.817139
	Iteration 38Q: 3 clusters Score -479379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -479385.500000 Penalty: 2731.817139
	Iteration 39Q: 3 clusters Score -479385.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -479390.750000 Penalty: 2731.817139
	Iteration 40F: 3 clusters Score -479390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -479397.687500 Penalty: 2731.817139
	Iteration 41Q: 3 clusters Score -479397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -479402.125000 Penalty: 2731.817139
	Iteration 42Q: 3 clusters Score -479402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -479402.531250 Penalty: 2731.817139
	Iteration 43Q: 3 clusters Score -479402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -479403.562500 Penalty: 2731.817139
	Iteration 44Q: 3 clusters Score -479403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -479404.437500 Penalty: 2731.817139
	Iteration 45Q: 3 clusters Score -479404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -479404.437500 Penalty: 2731.817139
	Iteration 46F: 3 clusters Score -479404.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -1339240.375000 Penalty: 1530.254150
	Iteration 0F: 2 clusters Score -1339240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1330672.500000 Penalty: 3060.508301
	Iteration 0F: 3 clusters Score -1330672 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1333963.375000 Penalty: 3060.508301
	Iteration 1F: 3 clusters Score -1333963 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1334576.125000 Penalty: 3060.508301
	Iteration 2F: 3 clusters Score -1334576 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1335229.000000 Penalty: 3060.508301
	Iteration 3F: 3 clusters Score -1335229 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1335895.375000 Penalty: 3060.508301
	Iteration 4F: 3 clusters Score -1335895 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1336566.875000 Penalty: 3060.508301
	Iteration 5F: 3 clusters Score -1336567 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1337152.500000 Penalty: 3060.508301
	Iteration 6F: 3 clusters Score -1337152 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1337586.625000 Penalty: 3060.508301
	Iteration 7Q: 3 clusters Score -1337587 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1337862.500000 Penalty: 3060.508301
	Iteration 8Q: 3 clusters Score -1337862 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1338003.000000 Penalty: 3060.508301
	Iteration 9Q: 3 clusters Score -1338003 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1338090.875000 Penalty: 3060.508301
	Iteration 10Q: 3 clusters Score -1338091 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1338172.500000 Penalty: 3060.508301
	Iteration 11Q: 3 clusters Score -1338172 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1338248.500000 Penalty: 3060.508301
	Iteration 12Q: 3 clusters Score -1338248 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1338326.750000 Penalty: 3060.508301
	Iteration 13Q: 3 clusters Score -1338327 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1338384.250000 Penalty: 3060.508301
	Iteration 14Q: 3 clusters Score -1338384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1338427.625000 Penalty: 3060.508301
	Iteration 15Q: 3 clusters Score -1338428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1338467.000000 Penalty: 3060.508301
	Iteration 16Q: 3 clusters Score -1338467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1338489.000000 Penalty: 3060.508301
	Iteration 17Q: 3 clusters Score -1338489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1338511.250000 Penalty: 3060.508301
	Iteration 18Q: 3 clusters Score -1338511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1338537.875000 Penalty: 3060.508301
	Iteration 19Q: 3 clusters Score -1338538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1338553.375000 Penalty: 3060.508301
	Iteration 20F: 3 clusters Score -1338553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1338566.500000 Penalty: 3060.508301
	Iteration 21Q: 3 clusters Score -1338566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1338578.625000 Penalty: 3060.508301
	Iteration 22Q: 3 clusters Score -1338579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1338587.875000 Penalty: 3060.508301
	Iteration 23Q: 3 clusters Score -1338588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1338593.125000 Penalty: 3060.508301
	Iteration 24Q: 3 clusters Score -1338593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1338596.125000 Penalty: 3060.508301
	Iteration 25Q: 3 clusters Score -1338596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1338605.125000 Penalty: 3060.508301
	Iteration 26Q: 3 clusters Score -1338605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1338605.500000 Penalty: 3060.508301
	Iteration 27Q: 3 clusters Score -1338606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1338605.500000 Penalty: 3060.508301
	Iteration 28Q: 3 clusters Score -1338606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1338608.000000 Penalty: 3060.508301
	Iteration 29Q: 3 clusters Score -1338608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1338615.375000 Penalty: 3060.508301
	Iteration 30Q: 3 clusters Score -1338615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1338613.000000 Penalty: 3060.508301
	Iteration 31Q: 3 clusters Score -1338613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1338615.500000 Penalty: 3060.508301
	Iteration 32Q: 3 clusters Score -1338616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1338615.000000 Penalty: 3060.508301
	Iteration 33Q: 3 clusters Score -1338615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1338615.000000 Penalty: 3060.508301
	Iteration 34F: 3 clusters Score -1338615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -687335.062500 Penalty: 1420.096558
	Iteration 0F: 2 clusters Score -687335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -682593.812500 Penalty: 2840.193115
	Iteration 0F: 3 clusters Score -682593.8 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -683955.312500 Penalty: 2840.193115
	Iteration 1F: 3 clusters Score -683955.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -684128.562500 Penalty: 2840.193115
	Iteration 2F: 3 clusters Score -684128.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -684244.625000 Penalty: 2840.193115
	Iteration 3Q: 3 clusters Score -684244.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -684337.187500 Penalty: 2840.193115
	Iteration 4Q: 3 clusters Score -684337.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -684410.750000 Penalty: 2840.193115
	Iteration 5Q: 3 clusters Score -684410.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -684472.625000 Penalty: 2840.193115
	Iteration 6Q: 3 clusters Score -684472.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -684528.250000 Penalty: 2840.193115
	Iteration 7Q: 3 clusters Score -684528.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -684575.375000 Penalty: 2840.193115
	Iteration 8Q: 3 clusters Score -684575.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -684620.000000 Penalty: 2840.193115
	Iteration 9Q: 3 clusters Score -684620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -684673.562500 Penalty: 2840.193115
	Iteration 10Q: 3 clusters Score -684673.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -684733.375000 Penalty: 2840.193115
	Iteration 11Q: 3 clusters Score -684733.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -684805.500000 Penalty: 2840.193115
	Iteration 12Q: 3 clusters Score -684805.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -684895.562500 Penalty: 2840.193115
	Iteration 13Q: 3 clusters Score -684895.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -685011.187500 Penalty: 2840.193115
	Iteration 14Q: 3 clusters Score -685011.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -685133.312500 Penalty: 2840.193115
	Iteration 15Q: 3 clusters Score -685133.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -685274.500000 Penalty: 2840.193115
	Iteration 16Q: 3 clusters Score -685274.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -685431.750000 Penalty: 2840.193115
	Iteration 17Q: 3 clusters Score -685431.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -685604.437500 Penalty: 2840.193115
	Iteration 18Q: 3 clusters Score -685604.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -685731.812500 Penalty: 2840.193115
	Iteration 19Q: 3 clusters Score -685731.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -685813.687500 Penalty: 2840.193115
	Iteration 20F: 3 clusters Score -685813.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -685890.750000 Penalty: 2840.193115
	Iteration 21Q: 3 clusters Score -685890.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -685948.875000 Penalty: 2840.193115
	Iteration 22Q: 3 clusters Score -685948.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -685984.875000 Penalty: 2840.193115
	Iteration 23Q: 3 clusters Score -685984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -686009.125000 Penalty: 2840.193115
	Iteration 24Q: 3 clusters Score -686009.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -686022.625000 Penalty: 2840.193115
	Iteration 25Q: 3 clusters Score -686022.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -686032.687500 Penalty: 2840.193115
	Iteration 26Q: 3 clusters Score -686032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -686045.750000 Penalty: 2840.193115
	Iteration 27Q: 3 clusters Score -686045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -686054.000000 Penalty: 2840.193115
	Iteration 28Q: 3 clusters Score -686054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -686057.500000 Penalty: 2840.193115
	Iteration 29Q: 3 clusters Score -686057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -686061.812500 Penalty: 2840.193115
	Iteration 30Q: 3 clusters Score -686061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -686065.062500 Penalty: 2840.193115
	Iteration 31Q: 3 clusters Score -686065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -686068.437500 Penalty: 2840.193115
	Iteration 32Q: 3 clusters Score -686068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -686073.312500 Penalty: 2840.193115
	Iteration 33Q: 3 clusters Score -686073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -686082.312500 Penalty: 2840.193115
	Iteration 34Q: 3 clusters Score -686082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -686088.625000 Penalty: 2840.193115
	Iteration 35Q: 3 clusters Score -686088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -686091.562500 Penalty: 2840.193115
	Iteration 36Q: 3 clusters Score -686091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -686093.562500 Penalty: 2840.193115
	Iteration 37Q: 3 clusters Score -686093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -686095.062500 Penalty: 2840.193115
	Iteration 38Q: 3 clusters Score -686095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -686095.062500 Penalty: 2840.193115
	Iteration 39F: 3 clusters Score -686095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Entering Unmasked Estep 
Score: -1381199.750000 Penalty: 1534.995117
	Iteration 0F: 2 clusters Score -1381200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1372248.125000 Penalty: 3069.990234
	Iteration 0F: 3 clusters Score -1372248 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1375241.625000 Penalty: 3069.990234
	Iteration 1F: 3 clusters Score -1375242 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1375513.000000 Penalty: 3069.990234
	Iteration 2F: 3 clusters Score -1375513 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1375707.125000 Penalty: 3069.990234
	Iteration 3Q: 3 clusters Score -1375707 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1375879.375000 Penalty: 3069.990234
	Iteration 4Q: 3 clusters Score -1375879 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1376075.500000 Penalty: 3069.990234
	Iteration 5Q: 3 clusters Score -1376076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1376303.250000 Penalty: 3069.990234
	Iteration 6Q: 3 clusters Score -1376303 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1376621.125000 Penalty: 3069.990234
	Iteration 7Q: 3 clusters Score -1376621 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1377069.750000 Penalty: 3069.990234
	Iteration 8Q: 3 clusters Score -1377070 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1377657.625000 Penalty: 3069.990234
	Iteration 9F: 3 clusters Score -1377658 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1378335.000000 Penalty: 3069.990234
	Iteration 10F: 3 clusters Score -1378335 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1378871.625000 Penalty: 3069.990234
	Iteration 11F: 3 clusters Score -1378872 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1379116.750000 Penalty: 3069.990234
	Iteration 12Q: 3 clusters Score -1379117 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1379222.750000 Penalty: 3069.990234
	Iteration 13Q: 3 clusters Score -1379223 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1379288.000000 Penalty: 3069.990234
	Iteration 14Q: 3 clusters Score -1379288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1379329.000000 Penalty: 3069.990234
	Iteration 15Q: 3 clusters Score -1379329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1379359.000000 Penalty: 3069.990234
	Iteration 16Q: 3 clusters Score -1379359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1379387.250000 Penalty: 3069.990234
	Iteration 17Q: 3 clusters Score -1379387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1379409.125000 Penalty: 3069.990234
	Iteration 18Q: 3 clusters Score -1379409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1379416.250000 Penalty: 3069.990234
	Iteration 19Q: 3 clusters Score -1379416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1379428.250000 Penalty: 3069.990234
	Iteration 20F: 3 clusters Score -1379428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1379436.500000 Penalty: 3069.990234
	Iteration 21Q: 3 clusters Score -1379436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1379445.250000 Penalty: 3069.990234
	Iteration 22Q: 3 clusters Score -1379445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1379456.750000 Penalty: 3069.990234
	Iteration 23Q: 3 clusters Score -1379457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1379463.750000 Penalty: 3069.990234
	Iteration 24Q: 3 clusters Score -1379464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1379472.875000 Penalty: 3069.990234
	Iteration 25Q: 3 clusters Score -1379473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1379478.125000 Penalty: 3069.990234
	Iteration 26Q: 3 clusters Score -1379478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1379486.625000 Penalty: 3069.990234
	Iteration 27Q: 3 clusters Score -1379487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1379488.750000 Penalty: 3069.990234
	Iteration 28Q: 3 clusters Score -1379489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1379498.125000 Penalty: 3069.990234
	Iteration 29Q: 3 clusters Score -1379498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1379502.250000 Penalty: 3069.990234
	Iteration 30Q: 3 clusters Score -1379502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1379508.750000 Penalty: 3069.990234
	Iteration 31Q: 3 clusters Score -1379509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1379512.875000 Penalty: 3069.990234
	Iteration 32Q: 3 clusters Score -1379513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1379512.625000 Penalty: 3069.990234
	Iteration 33Q: 3 clusters Score -1379513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1379516.125000 Penalty: 3069.990234
	Iteration 34Q: 3 clusters Score -1379516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1379518.500000 Penalty: 3069.990234
	Iteration 35Q: 3 clusters Score -1379518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1379525.500000 Penalty: 3069.990234
	Iteration 36Q: 3 clusters Score -1379526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1379528.250000 Penalty: 3069.990234
	Iteration 37Q: 3 clusters Score -1379528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1379532.000000 Penalty: 3069.990234
	Iteration 38Q: 3 clusters Score -1379532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1379540.000000 Penalty: 3069.990234
	Iteration 39Q: 3 clusters Score -1379540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1379541.875000 Penalty: 3069.990234
	Iteration 40F: 3 clusters Score -1379542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1379549.750000 Penalty: 3069.990234
	Iteration 41Q: 3 clusters Score -1379550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1379553.750000 Penalty: 3069.990234
	Iteration 42Q: 3 clusters Score -1379554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1379555.125000 Penalty: 3069.990234
	Iteration 43Q: 3 clusters Score -1379555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1379557.625000 Penalty: 3069.990234
	Iteration 44Q: 3 clusters Score -1379558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1379561.625000 Penalty: 3069.990234
	Iteration 45Q: 3 clusters Score -1379562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1379563.750000 Penalty: 3069.990234
	Iteration 46Q: 3 clusters Score -1379564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1379577.000000 Penalty: 3069.990234
	Iteration 47Q: 3 clusters Score -1379577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1379584.000000 Penalty: 3069.990234
	Iteration 48Q: 3 clusters Score -1379584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1379587.875000 Penalty: 3069.990234
	Iteration 49Q: 3 clusters Score -1379588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1379597.875000 Penalty: 3069.990234
	Iteration 50Q: 3 clusters Score -1379598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1379599.625000 Penalty: 3069.990234
	Iteration 51Q: 3 clusters Score -1379600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1379602.375000 Penalty: 3069.990234
	Iteration 52Q: 3 clusters Score -1379602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1379606.625000 Penalty: 3069.990234
	Iteration 53Q: 3 clusters Score -1379607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1379614.375000 Penalty: 3069.990234
	Iteration 54Q: 3 clusters Score -1379614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1379620.875000 Penalty: 3069.990234
	Iteration 55Q: 3 clusters Score -1379621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1379623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1379630.625000 Penalty: 3069.990234
	Iteration 57Q: 3 clusters Score -1379631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1379634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1379640.250000 Penalty: 3069.990234
	Iteration 59Q: 3 clusters Score -1379640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1379648.125000 Penalty: 3069.990234
	Iteration 60F: 3 clusters Score -1379648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1379655.250000 Penalty: 3069.990234
	Iteration 61Q: 3 clusters Score -1379655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1379660.625000 Penalty: 3069.990234
	Iteration 62Q: 3 clusters Score -1379661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1379662.000000 Penalty: 3069.990234
	Iteration 63Q: 3 clusters Score -1379662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1379666.250000 Penalty: 3069.990234
	Iteration 64Q: 3 clusters Score -1379666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1379672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1379674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1379677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1379683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1379683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1379686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1379686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1379693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1379702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1379704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1379708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1379710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1379712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1379719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1379717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1379722.500000 Penalty: 3069.990234
	Iteration 80F: 3 clusters Score -1379722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1379723.375000 Penalty: 3069.990234
	Iteration 81Q: 3 clusters Score -1379723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1379724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1379724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1379723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1379723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1379727.375000 Penalty: 3069.990234
	Iteration 86Q: 3 clusters Score -1379727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1379728.125000 Penalty: 3069.990234
	Iteration 87Q: 3 clusters Score -1379728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1379730.625000 Penalty: 3069.990234
	Iteration 88Q: 3 clusters Score -1379731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1379735.500000 Penalty: 3069.990234
	Iteration 89Q: 3 clusters Score -1379736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1379736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1379735.375000 Penalty: 3069.990234
	Iteration 91Q: 3 clusters Score -1379735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1379737.000000 Penalty: 3069.990234
	Iteration 92Q: 3 clusters Score -1379737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1379734.750000 Penalty: 3069.990234
	Iteration 93Q: 3 clusters Score -1379735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1379736.375000 Penalty: 3069.990234
	Iteration 94Q: 3 clusters Score -1379736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1379738.750000 Penalty: 3069.990234
	Iteration 95Q: 3 clusters Score -1379739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1379740.375000 Penalty: 3069.990234
	Iteration 96Q: 3 clusters Score -1379740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1379742.750000 Penalty: 3069.990234
	Iteration 97Q: 3 clusters Score -1379743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1379747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1379744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1379753.500000 Penalty: 3069.990234
	Iteration 100F: 3 clusters Score -1379754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1379762.750000 Penalty: 3069.990234
	Iteration 101Q: 3 clusters Score -1379763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1379768.750000 Penalty: 3069.990234
	Iteration 102Q: 3 clusters Score -1379769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1379775.875000 Penalty: 3069.990234
	Iteration 103Q: 3 clusters Score -1379776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1379779.625000 Penalty: 3069.990234
	Iteration 104Q: 3 clusters Score -1379780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1379782.375000 Penalty: 3069.990234
	Iteration 105Q: 3 clusters Score -1379782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1379788.500000 Penalty: 3069.990234
	Iteration 106Q: 3 clusters Score -1379788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1379797.625000 Penalty: 3069.990234
	Iteration 107Q: 3 clusters Score -1379798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1379800.500000 Penalty: 3069.990234
	Iteration 108Q: 3 clusters Score -1379800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1379806.875000 Penalty: 3069.990234
	Iteration 109Q: 3 clusters Score -1379807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1379807.375000 Penalty: 3069.990234
	Iteration 110Q: 3 clusters Score -1379807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1379811.875000 Penalty: 3069.990234
	Iteration 111Q: 3 clusters Score -1379812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1379813.875000 Penalty: 3069.990234
	Iteration 112Q: 3 clusters Score -1379814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1379822.625000 Penalty: 3069.990234
	Iteration 113Q: 3 clusters Score -1379823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1379823.750000 Penalty: 3069.990234
	Iteration 114Q: 3 clusters Score -1379824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1379835.375000 Penalty: 3069.990234
	Iteration 115Q: 3 clusters Score -1379835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1379838.625000 Penalty: 3069.990234
	Iteration 116Q: 3 clusters Score -1379839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1379841.250000 Penalty: 3069.990234
	Iteration 117Q: 3 clusters Score -1379841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1379843.500000 Penalty: 3069.990234
	Iteration 118Q: 3 clusters Score -1379844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1379854.125000 Penalty: 3069.990234
	Iteration 119Q: 3 clusters Score -1379854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1379861.250000 Penalty: 3069.990234
	Iteration 120F: 3 clusters Score -1379861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1379873.125000 Penalty: 3069.990234
	Iteration 121Q: 3 clusters Score -1379873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1379879.625000 Penalty: 3069.990234
	Iteration 122Q: 3 clusters Score -1379880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1379887.375000 Penalty: 3069.990234
	Iteration 123Q: 3 clusters Score -1379887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1379892.750000 Penalty: 3069.990234
	Iteration 124Q: 3 clusters Score -1379893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1379895.125000 Penalty: 3069.990234
	Iteration 125Q: 3 clusters Score -1379895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1379897.625000 Penalty: 3069.990234
	Iteration 126Q: 3 clusters Score -1379898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1379901.750000 Penalty: 3069.990234
	Iteration 127Q: 3 clusters Score -1379902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1379907.500000 Penalty: 3069.990234
	Iteration 128Q: 3 clusters Score -1379908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1379909.750000 Penalty: 3069.990234
	Iteration 129Q: 3 clusters Score -1379910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1379916.250000 Penalty: 3069.990234
	Iteration 130Q: 3 clusters Score -1379916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1379922.500000 Penalty: 3069.990234
	Iteration 131Q: 3 clusters Score -1379922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1379922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1379922.875000 Penalty: 3069.990234
	Iteration 133Q: 3 clusters Score -1379923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1379926.000000 Penalty: 3069.990234
	Iteration 134Q: 3 clusters Score -1379926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1379925.750000 Penalty: 3069.990234
	Iteration 135Q: 3 clusters Score -1379926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1379927.750000 Penalty: 3069.990234
	Iteration 136Q: 3 clusters Score -1379928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1379926.375000 Penalty: 3069.990234
	Iteration 137Q: 3 clusters Score -1379926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1379928.750000 Penalty: 3069.990234
	Iteration 138Q: 3 clusters Score -1379929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1379929.125000 Penalty: 3069.990234
	Iteration 139Q: 3 clusters Score -1379929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1379929.000000 Penalty: 3069.990234
	Iteration 140F: 3 clusters Score -1379929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Entering Unmasked Estep 
Score: -6737795.500000 Penalty: 1799.706665
	Iteration 0F: 2 clusters Score -6737796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -6694772.000000 Penalty: 3599.413330
	Iteration 0F: 3 clusters Score -6694772 nChanged 30423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6712048.000000 Penalty: 3599.413330
	Iteration 1F: 3 clusters Score -6712048 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6712838.000000 Penalty: 3599.413330
	Iteration 2Q: 3 clusters Score -6712838 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6714188.000000 Penalty: 3599.413330
	Iteration 3Q: 3 clusters Score -6714188 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6716436.500000 Penalty: 3599.413330
	Iteration 4F: 3 clusters Score -6716436 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -6720367.000000 Penalty: 3599.413330
	Iteration 5F: 3 clusters Score -6720367 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6725649.500000 Penalty: 3599.413330
	Iteration 6F: 3 clusters Score -6725650 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6731064.000000 Penalty: 3599.413330
	Iteration 7F: 3 clusters Score -6731064 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6734475.500000 Penalty: 3599.413330
	Iteration 8F: 3 clusters Score -6734476 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6735802.500000 Penalty: 3599.413330
	Iteration 9Q: 3 clusters Score -6735802 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6736210.000000 Penalty: 3599.413330
	Iteration 10Q: 3 clusters Score -6736210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6736359.500000 Penalty: 3599.413330
	Iteration 11Q: 3 clusters Score -6736360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6736428.500000 Penalty: 3599.413330
	Iteration 12Q: 3 clusters Score -6736428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6736448.000000 Penalty: 3599.413330
	Iteration 13Q: 3 clusters Score -6736448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6736461.500000 Penalty: 3599.413330
	Iteration 14Q: 3 clusters Score -6736462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6736466.000000 Penalty: 3599.413330
	Iteration 15Q: 3 clusters Score -6736466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6736465.500000 Penalty: 3599.413330
	Iteration 16Q: 3 clusters Score -6736466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6736464.000000 Penalty: 3599.413330
	Iteration 17Q: 3 clusters Score -6736464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6736468.000000 Penalty: 3599.413330
	Iteration 18Q: 3 clusters Score -6736468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6736469.500000 Penalty: 3599.413330
	Iteration 19Q: 3 clusters Score -6736470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6736471.000000 Penalty: 3599.413330
	Iteration 20F: 3 clusters Score -6736471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6736471.500000 Penalty: 3599.413330
	Iteration 21Q: 3 clusters Score -6736472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6736474.000000 Penalty: 3599.413330
	Iteration 22Q: 3 clusters Score -6736474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6736474.000000 Penalty: 3599.413330
	Iteration 23F: 3 clusters Score -6736474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -669608.625000 Penalty: 1431.432861
	Iteration 0F: 2 clusters Score -669608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -664592.750000 Penalty: 2862.865723
	Iteration 0F: 3 clusters Score -664592.8 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -666268.312500 Penalty: 2862.865723
	Iteration 1F: 3 clusters Score -666268.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -666732.937500 Penalty: 2862.865723
	Iteration 2F: 3 clusters Score -666732.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -667052.250000 Penalty: 2862.865723
	Iteration 3F: 3 clusters Score -667052.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -667272.875000 Penalty: 2862.865723
	Iteration 4F: 3 clusters Score -667272.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -667479.062500 Penalty: 2862.865723
	Iteration 5Q: 3 clusters Score -667479.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -667713.562500 Penalty: 2862.865723
	Iteration 6F: 3 clusters Score -667713.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -667982.250000 Penalty: 2862.865723
	Iteration 7F: 3 clusters Score -667982.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -668316.125000 Penalty: 2862.865723
	Iteration 8F: 3 clusters Score -668316.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -668731.125000 Penalty: 2862.865723
	Iteration 9F: 3 clusters Score -668731.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -669259.375000 Penalty: 2862.865723
	Iteration 10F: 3 clusters Score -669259.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -669790.187500 Penalty: 2862.865723
	Iteration 11F: 3 clusters Score -669790.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -670048.375000 Penalty: 2862.865723
	Iteration 12Q: 3 clusters Score -670048.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -670130.437500 Penalty: 2862.865723
	Iteration 13Q: 3 clusters Score -670130.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -670185.375000 Penalty: 2862.865723
	Iteration 14Q: 3 clusters Score -670185.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -670217.500000 Penalty: 2862.865723
	Iteration 15Q: 3 clusters Score -670217.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -670227.250000 Penalty: 2862.865723
	Iteration 16Q: 3 clusters Score -670227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -670231.625000 Penalty: 2862.865723
	Iteration 17Q: 3 clusters Score -670231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -670233.937500 Penalty: 2862.865723
	Iteration 18Q: 3 clusters Score -670233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -670237.750000 Penalty: 2862.865723
	Iteration 19Q: 3 clusters Score -670237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -670241.750000 Penalty: 2862.865723
	Iteration 20F: 3 clusters Score -670241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -670244.437500 Penalty: 2862.865723
	Iteration 21Q: 3 clusters Score -670244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -670244.687500 Penalty: 2862.865723
	Iteration 22Q: 3 clusters Score -670244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -670245.562500 Penalty: 2862.865723
	Iteration 23Q: 3 clusters Score -670245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -670246.812500 Penalty: 2862.865723
	Iteration 24Q: 3 clusters Score -670246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -670246.312500 Penalty: 2862.865723
	Iteration 25Q: 3 clusters Score -670246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -670245.187500 Penalty: 2862.865723
	Iteration 26Q: 3 clusters Score -670245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -670245.187500 Penalty: 2862.865723
	Iteration 27F: 3 clusters Score -670245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 7 contains 230153 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 39005 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
Score: -84428984.000000 Penalty: 35369.003906
Splitting cluster 17 changes total score from -84428664.000000 to -84428984.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 19 (27052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Entering Unmasked Estep 
Score: -2783216.250000 Penalty: 1658.396362
	Iteration 0F: 2 clusters Score -2783216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2765094.250000 Penalty: 3316.792725
	Iteration 0F: 3 clusters Score -2765094 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2772525.750000 Penalty: 3316.792725
	Iteration 1F: 3 clusters Score -2772526 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2773496.000000 Penalty: 3316.792725
	Iteration 2F: 3 clusters Score -2773496 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2774935.500000 Penalty: 3316.792725
	Iteration 3F: 3 clusters Score -2774936 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2776798.250000 Penalty: 3316.792725
	Iteration 4F: 3 clusters Score -2776798 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2778596.000000 Penalty: 3316.792725
	Iteration 5F: 3 clusters Score -2778596 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2779924.500000 Penalty: 3316.792725
	Iteration 6F: 3 clusters Score -2779924 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2780902.250000 Penalty: 3316.792725
	Iteration 7Q: 3 clusters Score -2780902 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2781563.500000 Penalty: 3316.792725
	Iteration 8Q: 3 clusters Score -2781564 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2782072.000000 Penalty: 3316.792725
	Iteration 9Q: 3 clusters Score -2782072 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2782451.750000 Penalty: 3316.792725
	Iteration 10Q: 3 clusters Score -2782452 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2782763.000000 Penalty: 3316.792725
	Iteration 11Q: 3 clusters Score -2782763 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -2783068.000000 Penalty: 3316.792725
	Iteration 12Q: 3 clusters Score -2783068 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2783354.000000 Penalty: 3316.792725
	Iteration 13Q: 3 clusters Score -2783354 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2783597.250000 Penalty: 3316.792725
	Iteration 14Q: 3 clusters Score -2783597 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -2783741.500000 Penalty: 3316.792725
	Iteration 15Q: 3 clusters Score -2783742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -2783840.750000 Penalty: 3316.792725
	Iteration 16Q: 3 clusters Score -2783841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -2783907.000000 Penalty: 3316.792725
	Iteration 17Q: 3 clusters Score -2783907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2783936.250000 Penalty: 3316.792725
	Iteration 18Q: 3 clusters Score -2783936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2783957.500000 Penalty: 3316.792725
	Iteration 19Q: 3 clusters Score -2783958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2784362.750000 Penalty: 3316.792725
	Iteration 20F: 3 clusters Score -2784363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2784485.250000 Penalty: 3316.792725
	Iteration 21Q: 3 clusters Score -2784485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2784506.500000 Penalty: 3316.792725
	Iteration 22Q: 3 clusters Score -2784506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -2784513.000000 Penalty: 3316.792725
	Iteration 23Q: 3 clusters Score -2784513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2784513.000000 Penalty: 3316.792725
	Iteration 24Q: 3 clusters Score -2784513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2784513.000000 Penalty: 3316.792725
	Iteration 25F: 3 clusters Score -2784513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 7 contains 230153 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 39005 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
Score: -84429664.000000 Penalty: 37579.566406
Splitting cluster 19 changes total score from -84428664.000000 to -84429664.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (39005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Entering Unmasked Estep 
Score: -4066919.500000 Penalty: 1717.859863
	Iteration 0F: 2 clusters Score -4066920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4040687.500000 Penalty: 3435.719727
	Iteration 0F: 3 clusters Score -4040688 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4050987.250000 Penalty: 3435.719727
	Iteration 1F: 3 clusters Score -4050987 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4051480.250000 Penalty: 3435.719727
	Iteration 2Q: 3 clusters Score -4051480 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4052028.250000 Penalty: 3435.719727
	Iteration 3Q: 3 clusters Score -4052028 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4052643.000000 Penalty: 3435.719727
	Iteration 4Q: 3 clusters Score -4052643 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4053473.000000 Penalty: 3435.719727
	Iteration 5Q: 3 clusters Score -4053473 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4054641.500000 Penalty: 3435.719727
	Iteration 6F: 3 clusters Score -4054642 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4056276.250000 Penalty: 3435.719727
	Iteration 7F: 3 clusters Score -4056276 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4058184.000000 Penalty: 3435.719727
	Iteration 8F: 3 clusters Score -4058184 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4059849.250000 Penalty: 3435.719727
	Iteration 9F: 3 clusters Score -4059849 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4061180.750000 Penalty: 3435.719727
	Iteration 10F: 3 clusters Score -4061181 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4062091.000000 Penalty: 3435.719727
	Iteration 11Q: 3 clusters Score -4062091 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4062670.500000 Penalty: 3435.719727
	Iteration 12Q: 3 clusters Score -4062670 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4063119.250000 Penalty: 3435.719727
	Iteration 13Q: 3 clusters Score -4063119 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4063483.500000 Penalty: 3435.719727
	Iteration 14Q: 3 clusters Score -4063484 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4063879.000000 Penalty: 3435.719727
	Iteration 15Q: 3 clusters Score -4063879 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4064241.750000 Penalty: 3435.719727
	Iteration 16Q: 3 clusters Score -4064242 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4064606.000000 Penalty: 3435.719727
	Iteration 17Q: 3 clusters Score -4064606 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4064896.250000 Penalty: 3435.719727
	Iteration 18Q: 3 clusters Score -4064896 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4065177.500000 Penalty: 3435.719727
	Iteration 19Q: 3 clusters Score -4065178 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4065443.500000 Penalty: 3435.719727
	Iteration 20F: 3 clusters Score -4065444 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4065750.250000 Penalty: 3435.719727
	Iteration 21Q: 3 clusters Score -4065750 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4066034.000000 Penalty: 3435.719727
	Iteration 22Q: 3 clusters Score -4066034 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4066337.250000 Penalty: 3435.719727
	Iteration 23Q: 3 clusters Score -4066337 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4066628.000000 Penalty: 3435.719727
	Iteration 24Q: 3 clusters Score -4066628 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4066870.500000 Penalty: 3435.719727
	Iteration 25Q: 3 clusters Score -4066870 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4067084.500000 Penalty: 3435.719727
	Iteration 26Q: 3 clusters Score -4067084 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4067252.000000 Penalty: 3435.719727
	Iteration 27Q: 3 clusters Score -4067252 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4067333.750000 Penalty: 3435.719727
	Iteration 28Q: 3 clusters Score -4067334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4067390.750000 Penalty: 3435.719727
	Iteration 29Q: 3 clusters Score -4067391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4067440.000000 Penalty: 3435.719727
	Iteration 30Q: 3 clusters Score -4067440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4067487.750000 Penalty: 3435.719727
	Iteration 31Q: 3 clusters Score -4067488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -4067512.250000 Penalty: 3435.719727
	Iteration 32Q: 3 clusters Score -4067512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -4067531.500000 Penalty: 3435.719727
	Iteration 33Q: 3 clusters Score -4067532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4067535.250000 Penalty: 3435.719727
	Iteration 34Q: 3 clusters Score -4067535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4067557.250000 Penalty: 3435.719727
	Iteration 35Q: 3 clusters Score -4067557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4067568.000000 Penalty: 3435.719727
	Iteration 36Q: 3 clusters Score -4067568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4067566.250000 Penalty: 3435.719727
	Iteration 37Q: 3 clusters Score -4067566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4067576.000000 Penalty: 3435.719727
	Iteration 38Q: 3 clusters Score -4067576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4067591.750000 Penalty: 3435.719727
	Iteration 39Q: 3 clusters Score -4067592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4067588.000000 Penalty: 3435.719727
	Iteration 40F: 3 clusters Score -4067588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4067585.750000 Penalty: 3435.719727
	Iteration 41Q: 3 clusters Score -4067586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4067586.750000 Penalty: 3435.719727
	Iteration 42Q: 3 clusters Score -4067587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4067583.500000 Penalty: 3435.719727
	Iteration 43Q: 3 clusters Score -4067584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4067585.250000 Penalty: 3435.719727
	Iteration 44Q: 3 clusters Score -4067585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4067584.500000 Penalty: 3435.719727
	Iteration 45Q: 3 clusters Score -4067584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4067587.250000 Penalty: 3435.719727
	Iteration 46Q: 3 clusters Score -4067587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4067595.250000 Penalty: 3435.719727
	Iteration 47Q: 3 clusters Score -4067595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4067590.500000 Penalty: 3435.719727
	Iteration 48Q: 3 clusters Score -4067590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4067589.000000 Penalty: 3435.719727
	Iteration 49Q: 3 clusters Score -4067589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4067593.750000 Penalty: 3435.719727
	Iteration 50Q: 3 clusters Score -4067594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4067591.250000 Penalty: 3435.719727
	Iteration 51Q: 3 clusters Score -4067591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4067590.000000 Penalty: 3435.719727
	Iteration 52Q: 3 clusters Score -4067590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4067592.000000 Penalty: 3435.719727
	Iteration 53Q: 3 clusters Score -4067592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4067592.000000 Penalty: 3435.719727
	Iteration 54F: 3 clusters Score -4067592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 5 contains 37387 members 
Mstep: Class 7 contains 230153 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
Score: -84429584.000000 Penalty: 39790.128906
Splitting cluster 20 changes total score from -84428664.000000 to -84429584.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 21 (236773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236773 members 
Entering Unmasked Estep 
Score: -25208610.000000 Penalty: 2010.914307
	Iteration 0F: 2 clusters Score -2.520861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -25060758.000000 Penalty: 4021.828613
	Iteration 0F: 3 clusters Score -2.506076e+07 nChanged 115316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 112424 members 
Entering Unmasked Estep 
Score: -25131202.000000 Penalty: 4021.828613
	Iteration 1F: 3 clusters Score -2.51312e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -25134778.000000 Penalty: 4021.828613
	Iteration 2Q: 3 clusters Score -2.513478e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -25140972.000000 Penalty: 4021.828613
	Iteration 3F: 3 clusters Score -2.514097e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -25150954.000000 Penalty: 4021.828613
	Iteration 4F: 3 clusters Score -2.515095e+07 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -25164720.000000 Penalty: 4021.828613
	Iteration 5F: 3 clusters Score -2.516472e+07 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179657 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -25181108.000000 Penalty: 4021.828613
	Iteration 6F: 3 clusters Score -2.518111e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193323 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -25193762.000000 Penalty: 4021.828613
	Iteration 7F: 3 clusters Score -2.519376e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -25199650.000000 Penalty: 4021.828613
	Iteration 8Q: 3 clusters Score -2.519965e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207912 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -25202134.000000 Penalty: 4021.828613
	Iteration 9Q: 3 clusters Score -2.520213e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212640 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -25203502.000000 Penalty: 4021.828613
	Iteration 10Q: 3 clusters Score -2.52035e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216641 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -25204508.000000 Penalty: 4021.828613
	Iteration 11Q: 3 clusters Score -2.520451e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220063 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -25205346.000000 Penalty: 4021.828613
	Iteration 12Q: 3 clusters Score -2.520535e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222907 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -25206074.000000 Penalty: 4021.828613
	Iteration 13Q: 3 clusters Score -2.520607e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225303 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -25206530.000000 Penalty: 4021.828613
	Iteration 14Q: 3 clusters Score -2.520653e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227321 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -25206816.000000 Penalty: 4021.828613
	Iteration 15Q: 3 clusters Score -2.520682e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228917 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -25207170.000000 Penalty: 4021.828613
	Iteration 16Q: 3 clusters Score -2.520717e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230195 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -25207516.000000 Penalty: 4021.828613
	Iteration 17Q: 3 clusters Score -2.520752e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231253 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -25207780.000000 Penalty: 4021.828613
	Iteration 18Q: 3 clusters Score -2.520778e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232042 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -25207932.000000 Penalty: 4021.828613
	Iteration 19Q: 3 clusters Score -2.520793e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232697 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -25207906.000000 Penalty: 4021.828613
	Iteration 20F: 3 clusters Score -2.520791e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233224 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -25208032.000000 Penalty: 4021.828613
	Iteration 21Q: 3 clusters Score -2.520803e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233615 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25208100.000000 Penalty: 4021.828613
	Iteration 22Q: 3 clusters Score -2.52081e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233896 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -25208106.000000 Penalty: 4021.828613
	Iteration 23Q: 3 clusters Score -2.520811e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234118 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -25208012.000000 Penalty: 4021.828613
	Iteration 24Q: 3 clusters Score -2.520801e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234290 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -25207992.000000 Penalty: 4021.828613
	Iteration 25Q: 3 clusters Score -2.520799e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234441 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -25208064.000000 Penalty: 4021.828613
	Iteration 26Q: 3 clusters Score -2.520806e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234555 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -25208050.000000 Penalty: 4021.828613
	Iteration 27Q: 3 clusters Score -2.520805e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234647 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -25208072.000000 Penalty: 4021.828613
	Iteration 28Q: 3 clusters Score -2.520807e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234729 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -25208074.000000 Penalty: 4021.828613
	Iteration 29Q: 3 clusters Score -2.520807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234803 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -25208064.000000 Penalty: 4021.828613
	Iteration 30Q: 3 clusters Score -2.520806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234857 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -25208056.000000 Penalty: 4021.828613
	Iteration 31Q: 3 clusters Score -2.520806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234890 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25208036.000000 Penalty: 4021.828613
	Iteration 32Q: 3 clusters Score -2.520804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234916 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -25208004.000000 Penalty: 4021.828613
	Iteration 33Q: 3 clusters Score -2.5208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234941 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -25208008.000000 Penalty: 4021.828613
	Iteration 34Q: 3 clusters Score -2.520801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234966 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25208010.000000 Penalty: 4021.828613
	Iteration 35Q: 3 clusters Score -2.520801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234992 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -25208000.000000 Penalty: 4021.828613
	Iteration 36Q: 3 clusters Score -2.5208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235016 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -25208014.000000 Penalty: 4021.828613
	Iteration 37Q: 3 clusters Score -2.520801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235041 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -25208016.000000 Penalty: 4021.828613
	Iteration 38Q: 3 clusters Score -2.520802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235068 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -25208016.000000 Penalty: 4021.828613
	Iteration 39Q: 3 clusters Score -2.520802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235085 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25207998.000000 Penalty: 4021.828613
	Iteration 40F: 3 clusters Score -2.5208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235103 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25207980.000000 Penalty: 4021.828613
	Iteration 41Q: 3 clusters Score -2.520798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235116 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25207982.000000 Penalty: 4021.828613
	Iteration 42Q: 3 clusters Score -2.520798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235127 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -25207992.000000 Penalty: 4021.828613
	Iteration 43Q: 3 clusters Score -2.520799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235137 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25208004.000000 Penalty: 4021.828613
	Iteration 44Q: 3 clusters Score -2.5208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235144 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -25208014.000000 Penalty: 4021.828613
	Iteration 45Q: 3 clusters Score -2.520801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235148 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -25208000.000000 Penalty: 4021.828613
	Iteration 46Q: 3 clusters Score -2.5208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235153 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -25207992.000000 Penalty: 4021.828613
	Iteration 47Q: 3 clusters Score -2.520799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235154 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25207970.000000 Penalty: 4021.828613
	Iteration 48Q: 3 clusters Score -2.520797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235159 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -25207994.000000 Penalty: 4021.828613
	Iteration 49Q: 3 clusters Score -2.520799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235161 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25207986.000000 Penalty: 4021.828613
	Iteration 50Q: 3 clusters Score -2.520799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235162 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -25207980.000000 Penalty: 4021.828613
	Iteration 51Q: 3 clusters Score -2.520798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235165 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -25207996.000000 Penalty: 4021.828613
	Iteration 52Q: 3 clusters Score -2.5208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235167 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25207988.000000 Penalty: 4021.828613
	Iteration 53Q: 3 clusters Score -2.520799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235170 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -25207984.000000 Penalty: 4021.828613
	Iteration 54Q: 3 clusters Score -2.520798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235171 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25207994.000000 Penalty: 4021.828613
	Iteration 55Q: 3 clusters Score -2.520799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235171 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25207994.000000 Penalty: 4021.828613
	Iteration 56F: 3 clusters Score -2.520799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -542945.500000 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -542945.5 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 2427 members 
Entering Unmasked Estep 
Score: -539060.250000 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -539060.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -540092.500000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -540092.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -540251.812500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -540251.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -540357.812500 Penalty: 2759.392578
	Iteration 3Q: 3 clusters Score -540357.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -540426.000000 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -540426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -540475.312500 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -540475.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -540514.500000 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -540514.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -540545.250000 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -540545.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -540580.437500 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -540580.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -540609.125000 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -540609.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -540635.250000 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -540635.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -540663.625000 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -540663.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -540695.062500 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -540695.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -540723.437500 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -540723.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -540755.312500 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -540755.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -540795.750000 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -540795.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -540841.250000 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -540841.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -540886.625000 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -540886.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -540934.562500 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -540934.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -540991.125000 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -540991.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -541049.937500 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -541049.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -541123.750000 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -541123.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -541201.875000 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -541201.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -541271.000000 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -541271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -541325.312500 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -541325.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -541375.812500 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -541375.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -541414.125000 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -541414.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -541454.625000 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -541454.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -541498.500000 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -541498.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -541535.250000 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -541535.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -541559.187500 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -541559.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -541577.437500 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -541577.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -541592.875000 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -541592.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -541610.687500 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -541610.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -541629.875000 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -541629.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -541646.875000 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -541646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -541655.750000 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -541655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -541659.687500 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -541659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -541665.625000 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -541665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -541670.250000 Penalty: 2759.392578
	Iteration 39Q: 3 clusters Score -541670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -541671.750000 Penalty: 2759.392578
	Iteration 40F: 3 clusters Score -541671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -541672.312500 Penalty: 2759.392578
	Iteration 41Q: 3 clusters Score -541672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -541673.750000 Penalty: 2759.392578
	Iteration 42Q: 3 clusters Score -541673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -541676.062500 Penalty: 2759.392578
	Iteration 43Q: 3 clusters Score -541676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -541683.437500 Penalty: 2759.392578
	Iteration 44Q: 3 clusters Score -541683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -541686.375000 Penalty: 2759.392578
	Iteration 45Q: 3 clusters Score -541686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -541690.000000 Penalty: 2759.392578
	Iteration 46Q: 3 clusters Score -541690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -541693.625000 Penalty: 2759.392578
	Iteration 47Q: 3 clusters Score -541693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -541699.812500 Penalty: 2759.392578
	Iteration 48Q: 3 clusters Score -541699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -541706.062500 Penalty: 2759.392578
	Iteration 49Q: 3 clusters Score -541706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -541712.437500 Penalty: 2759.392578
	Iteration 50Q: 3 clusters Score -541712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -541715.250000 Penalty: 2759.392578
	Iteration 51Q: 3 clusters Score -541715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -541718.375000 Penalty: 2759.392578
	Iteration 52Q: 3 clusters Score -541718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -541721.000000 Penalty: 2759.392578
	Iteration 53Q: 3 clusters Score -541721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -541720.375000 Penalty: 2759.392578
	Iteration 54Q: 3 clusters Score -541720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -541721.687500 Penalty: 2759.392578
	Iteration 55Q: 3 clusters Score -541721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -541721.687500 Penalty: 2759.392578
	Iteration 56F: 3 clusters Score -541721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (119865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Entering Unmasked Estep 
Score: -12862001.000000 Penalty: 1900.294678
	Iteration 0F: 2 clusters Score -1.2862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -12781906.000000 Penalty: 3800.589355
	Iteration 0F: 3 clusters Score -1.278191e+07 nChanged 57548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -12815988.000000 Penalty: 3800.589355
	Iteration 1F: 3 clusters Score -1.281599e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -12817597.000000 Penalty: 3800.589355
	Iteration 2Q: 3 clusters Score -1.28176e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -12820028.000000 Penalty: 3800.589355
	Iteration 3Q: 3 clusters Score -1.282003e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -12823831.000000 Penalty: 3800.589355
	Iteration 4F: 3 clusters Score -1.282383e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -12829754.000000 Penalty: 3800.589355
	Iteration 5F: 3 clusters Score -1.282975e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -12837150.000000 Penalty: 3800.589355
	Iteration 6F: 3 clusters Score -1.283715e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -12844085.000000 Penalty: 3800.589355
	Iteration 7F: 3 clusters Score -1.284408e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -12849385.000000 Penalty: 3800.589355
	Iteration 8F: 3 clusters Score -1.284938e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -12852517.000000 Penalty: 3800.589355
	Iteration 9Q: 3 clusters Score -1.285252e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108402 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -12854600.000000 Penalty: 3800.589355
	Iteration 10Q: 3 clusters Score -1.28546e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -12856040.000000 Penalty: 3800.589355
	Iteration 11Q: 3 clusters Score -1.285604e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -12857146.000000 Penalty: 3800.589355
	Iteration 12Q: 3 clusters Score -1.285715e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -12858033.000000 Penalty: 3800.589355
	Iteration 13Q: 3 clusters Score -1.285803e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -12858753.000000 Penalty: 3800.589355
	Iteration 14Q: 3 clusters Score -1.285875e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -12859309.000000 Penalty: 3800.589355
	Iteration 15Q: 3 clusters Score -1.285931e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -12859714.000000 Penalty: 3800.589355
	Iteration 16Q: 3 clusters Score -1.285971e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117344 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12859988.000000 Penalty: 3800.589355
	Iteration 17Q: 3 clusters Score -1.285999e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12860116.000000 Penalty: 3800.589355
	Iteration 18Q: 3 clusters Score -1.286012e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -12860237.000000 Penalty: 3800.589355
	Iteration 19Q: 3 clusters Score -1.286024e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12860303.000000 Penalty: 3800.589355
	Iteration 20F: 3 clusters Score -1.28603e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12860367.000000 Penalty: 3800.589355
	Iteration 21Q: 3 clusters Score -1.286037e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118422 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -12860405.000000 Penalty: 3800.589355
	Iteration 22Q: 3 clusters Score -1.28604e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118516 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12860396.000000 Penalty: 3800.589355
	Iteration 23Q: 3 clusters Score -1.28604e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -12860427.000000 Penalty: 3800.589355
	Iteration 24Q: 3 clusters Score -1.286043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118648 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12860500.000000 Penalty: 3800.589355
	Iteration 25Q: 3 clusters Score -1.28605e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12860512.000000 Penalty: 3800.589355
	Iteration 26Q: 3 clusters Score -1.286051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12860550.000000 Penalty: 3800.589355
	Iteration 27Q: 3 clusters Score -1.286055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -12860562.000000 Penalty: 3800.589355
	Iteration 28Q: 3 clusters Score -1.286056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12860558.000000 Penalty: 3800.589355
	Iteration 29Q: 3 clusters Score -1.286056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -12860568.000000 Penalty: 3800.589355
	Iteration 30Q: 3 clusters Score -1.286057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12860564.000000 Penalty: 3800.589355
	Iteration 31Q: 3 clusters Score -1.286056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12860577.000000 Penalty: 3800.589355
	Iteration 32Q: 3 clusters Score -1.286058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12860587.000000 Penalty: 3800.589355
	Iteration 33Q: 3 clusters Score -1.286059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118858 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12860602.000000 Penalty: 3800.589355
	Iteration 34Q: 3 clusters Score -1.28606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118862 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12860606.000000 Penalty: 3800.589355
	Iteration 35Q: 3 clusters Score -1.286061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12860591.000000 Penalty: 3800.589355
	Iteration 36Q: 3 clusters Score -1.286059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12860593.000000 Penalty: 3800.589355
	Iteration 37Q: 3 clusters Score -1.286059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12860592.000000 Penalty: 3800.589355
	Iteration 38Q: 3 clusters Score -1.286059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12860593.000000 Penalty: 3800.589355
	Iteration 39Q: 3 clusters Score -1.286059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12860594.000000 Penalty: 3800.589355
	Iteration 40F: 3 clusters Score -1.286059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 4 contains 33171 members 
Mstep: Class 7 contains 230153 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12295 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 64545 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 236773 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 119865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84433000.000000 Penalty: 39790.128906
Iteration 39Q: 19 clusters Score -8.4433e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 26471 members 
Mstep: Class 4 contains 33536 members 
Mstep: Class 5 contains 37043 members 
Mstep: Class 7 contains 231794 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 12372 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 64272 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 234051 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 121237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84439632.000000 Penalty: 39790.128906
Iteration 40F: 19 clusters Score -8.443963e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 26460 members 
Mstep: Class 4 contains 33965 members 
Mstep: Class 5 contains 37230 members 
Mstep: Class 7 contains 232736 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 12423 members 
Mstep: Class 12 contains 6888 members 
Mstep: Class 14 contains 12527 members 
Mstep: Class 15 contains 63993 members 
Mstep: Class 17 contains 4954 members 
Mstep: Class 19 contains 408 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 230618 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 122476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443648.000000 Penalty: 39790.128906
Iteration 41Q: 19 clusters Score -8.444365e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 26529 members 
Mstep: Class 4 contains 34377 members 
Mstep: Class 5 contains 37242 members 
Mstep: Class 7 contains 233766 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 12473 members 
Mstep: Class 12 contains 7220 members 
Mstep: Class 14 contains 12497 members 
Mstep: Class 15 contains 63766 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 19 contains 327 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 227129 members 
Mstep: Class 22 contains 4855 members 
Mstep: Class 23 contains 123988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84443976.000000 Penalty: 39790.128906
Iteration 42Q: 19 clusters Score -8.444398e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 26515 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 37224 members 
Mstep: Class 7 contains 234894 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 12523 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 14 contains 12493 members 
Mstep: Class 15 contains 63633 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 19 contains 310 members 
Mstep: Class 20 contains 2392 members 
Mstep: Class 21 contains 223567 members 
Mstep: Class 22 contains 4840 members 
Mstep: Class 23 contains 125531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444368.000000 Penalty: 39790.128906
Iteration 43Q: 19 clusters Score -8.444437e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 26500 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 37196 members 
Mstep: Class 7 contains 236020 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 12560 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 14 contains 12502 members 
Mstep: Class 15 contains 63529 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 220056 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 127098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444928.000000 Penalty: 39790.128906
Iteration 44Q: 19 clusters Score -8.444493e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 26512 members 
Mstep: Class 4 contains 35606 members 
Mstep: Class 5 contains 37154 members 
Mstep: Class 7 contains 237105 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 12572 members 
Mstep: Class 12 contains 8030 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 63472 members 
Mstep: Class 17 contains 5505 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 216573 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 128705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444712.000000 Penalty: 39790.128906
Iteration 45Q: 19 clusters Score -8.444471e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 26533 members 
Mstep: Class 4 contains 36033 members 
Mstep: Class 5 contains 37094 members 
Mstep: Class 7 contains 238129 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 12596 members 
Mstep: Class 12 contains 8262 members 
Mstep: Class 14 contains 12475 members 
Mstep: Class 15 contains 63407 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 213082 members 
Mstep: Class 22 contains 4790 members 
Mstep: Class 23 contains 130371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444776.000000 Penalty: 39790.128906
Iteration 46Q: 19 clusters Score -8.444478e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 37044 members 
Mstep: Class 7 contains 239088 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 12 contains 8442 members 
Mstep: Class 14 contains 12492 members 
Mstep: Class 15 contains 63356 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 209647 members 
Mstep: Class 22 contains 4807 members 
Mstep: Class 23 contains 132054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444960.000000 Penalty: 39790.128906
Iteration 47Q: 19 clusters Score -8.444496e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 26546 members 
Mstep: Class 4 contains 36886 members 
Mstep: Class 5 contains 37008 members 
Mstep: Class 7 contains 239926 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 12622 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 14 contains 12512 members 
Mstep: Class 15 contains 63330 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 206360 members 
Mstep: Class 22 contains 4797 members 
Mstep: Class 23 contains 133828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444864.000000 Penalty: 39790.128906
Iteration 48Q: 19 clusters Score -8.444486e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 26548 members 
Mstep: Class 4 contains 37330 members 
Mstep: Class 5 contains 36961 members 
Mstep: Class 7 contains 240579 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 63320 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 203148 members 
Mstep: Class 22 contains 4808 members 
Mstep: Class 23 contains 135707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84444872.000000 Penalty: 39790.128906
Iteration 49Q: 19 clusters Score -8.444487e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 26563 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 36905 members 
Mstep: Class 7 contains 241006 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12604 members 
Mstep: Class 12 contains 8783 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 63320 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 200032 members 
Mstep: Class 22 contains 4797 members 
Mstep: Class 23 contains 137727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445432.000000 Penalty: 39790.128906
Iteration 50Q: 19 clusters Score -8.444543e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 26573 members 
Mstep: Class 4 contains 38219 members 
Mstep: Class 5 contains 36864 members 
Mstep: Class 7 contains 241083 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 12571 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 14 contains 12599 members 
Mstep: Class 15 contains 63337 members 
Mstep: Class 17 contains 5908 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 197010 members 
Mstep: Class 22 contains 4769 members 
Mstep: Class 23 contains 140059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84445880.000000 Penalty: 39790.128906
Iteration 51Q: 19 clusters Score -8.444588e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 26564 members 
Mstep: Class 4 contains 38625 members 
Mstep: Class 5 contains 36820 members 
Mstep: Class 7 contains 240866 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 63303 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 194147 members 
Mstep: Class 22 contains 4747 members 
Mstep: Class 23 contains 142641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446880.000000 Penalty: 39790.128906
Iteration 52Q: 19 clusters Score -8.444688e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 26573 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 36789 members 
Mstep: Class 7 contains 240292 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12459 members 
Mstep: Class 12 contains 9009 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 63255 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 191624 members 
Mstep: Class 22 contains 4707 members 
Mstep: Class 23 contains 145348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447232.000000 Penalty: 39790.128906
Iteration 53Q: 19 clusters Score -8.444723e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 39269 members 
Mstep: Class 5 contains 36749 members 
Mstep: Class 7 contains 239538 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 12412 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 63233 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 189393 members 
Mstep: Class 22 contains 4649 members 
Mstep: Class 23 contains 148019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447864.000000 Penalty: 39790.128906
Iteration 54Q: 19 clusters Score -8.444786e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 26601 members 
Mstep: Class 4 contains 39606 members 
Mstep: Class 5 contains 36715 members 
Mstep: Class 7 contains 238486 members 
Mstep: Class 8 contains 1536 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 12355 members 
Mstep: Class 12 contains 9085 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 63219 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 187364 members 
Mstep: Class 22 contains 4589 members 
Mstep: Class 23 contains 150727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447336.000000 Penalty: 39790.128906
Iteration 55Q: 19 clusters Score -8.444734e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 26622 members 
Mstep: Class 4 contains 39936 members 
Mstep: Class 5 contains 36686 members 
Mstep: Class 7 contains 237304 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 4439 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 14 contains 12895 members 
Mstep: Class 15 contains 63193 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 185594 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 153358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447392.000000 Penalty: 39790.128906
Iteration 56Q: 19 clusters Score -8.444739e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 26631 members 
Mstep: Class 4 contains 40269 members 
Mstep: Class 5 contains 36678 members 
Mstep: Class 7 contains 235936 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 9 contains 4414 members 
Mstep: Class 10 contains 12261 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 63154 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 184093 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 155936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447392.000000 Penalty: 39790.128906
Iteration 57Q: 19 clusters Score -8.444739e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 26609 members 
Mstep: Class 4 contains 40559 members 
Mstep: Class 5 contains 36688 members 
Mstep: Class 7 contains 234557 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 12 contains 9253 members 
Mstep: Class 14 contains 12970 members 
Mstep: Class 15 contains 63123 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 182843 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 158318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84447288.000000 Penalty: 39790.128906
Iteration 58Q: 19 clusters Score -8.444729e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 26598 members 
Mstep: Class 4 contains 40893 members 
Mstep: Class 5 contains 36688 members 
Mstep: Class 7 contains 233073 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 12171 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 14 contains 13003 members 
Mstep: Class 15 contains 63080 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 181762 members 
Mstep: Class 22 contains 4278 members 
Mstep: Class 23 contains 160626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84446800.000000 Penalty: 39790.128906
Iteration 59Q: 19 clusters Score -8.44468e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 26622 members 
Mstep: Class 4 contains 41209 members 
Mstep: Class 5 contains 36672 members 
Mstep: Class 7 contains 231610 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 63023 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 180887 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 162693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448072.000000 Penalty: 39790.128906
Iteration 60F: 19 clusters Score -8.444807e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 26640 members 
Mstep: Class 4 contains 41513 members 
Mstep: Class 5 contains 36649 members 
Mstep: Class 7 contains 230096 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 12087 members 
Mstep: Class 12 contains 9382 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 62986 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 180162 members 
Mstep: Class 22 contains 4199 members 
Mstep: Class 23 contains 164568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448912.000000 Penalty: 39790.128906
Iteration 61Q: 19 clusters Score -8.444891e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 26674 members 
Mstep: Class 4 contains 41834 members 
Mstep: Class 5 contains 36627 members 
Mstep: Class 7 contains 228663 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 12 contains 9448 members 
Mstep: Class 14 contains 13156 members 
Mstep: Class 15 contains 62950 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 179558 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 166195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84448992.000000 Penalty: 39790.128906
Iteration 62Q: 19 clusters Score -8.444899e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 26685 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 5 contains 36607 members 
Mstep: Class 7 contains 227353 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 62921 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 19 contains 302 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 179102 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 167576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449112.000000 Penalty: 39790.128906
Iteration 63Q: 19 clusters Score -8.444911e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 26684 members 
Mstep: Class 4 contains 42480 members 
Mstep: Class 5 contains 36580 members 
Mstep: Class 7 contains 226301 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 12003 members 
Mstep: Class 12 contains 9511 members 
Mstep: Class 14 contains 13232 members 
Mstep: Class 15 contains 62934 members 
Mstep: Class 17 contains 6547 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 178718 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 168612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449432.000000 Penalty: 39790.128906
Iteration 64Q: 19 clusters Score -8.444943e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 26705 members 
Mstep: Class 4 contains 42866 members 
Mstep: Class 5 contains 36543 members 
Mstep: Class 7 contains 225420 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 11995 members 
Mstep: Class 12 contains 9537 members 
Mstep: Class 14 contains 13264 members 
Mstep: Class 15 contains 62948 members 
Mstep: Class 17 contains 6569 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 178321 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 169406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449440.000000 Penalty: 39790.128906
Iteration 65Q: 19 clusters Score -8.444944e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 26732 members 
Mstep: Class 4 contains 43256 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 7 contains 224716 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 11970 members 
Mstep: Class 12 contains 9582 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 62959 members 
Mstep: Class 17 contains 6589 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 177948 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 169971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449152.000000 Penalty: 39790.128906
Iteration 66Q: 19 clusters Score -8.444915e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 26726 members 
Mstep: Class 4 contains 43627 members 
Mstep: Class 5 contains 36483 members 
Mstep: Class 7 contains 224252 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 62945 members 
Mstep: Class 17 contains 6608 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3723 members 
Mstep: Class 21 contains 177628 members 
Mstep: Class 22 contains 4309 members 
Mstep: Class 23 contains 170314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449424.000000 Penalty: 39790.128906
Iteration 67Q: 19 clusters Score -8.444942e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 26730 members 
Mstep: Class 4 contains 43984 members 
Mstep: Class 5 contains 36450 members 
Mstep: Class 7 contains 223989 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 11928 members 
Mstep: Class 12 contains 9643 members 
Mstep: Class 14 contains 13349 members 
Mstep: Class 15 contains 62911 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 177302 members 
Mstep: Class 22 contains 4358 members 
Mstep: Class 23 contains 170491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449592.000000 Penalty: 39790.128906
Iteration 68Q: 19 clusters Score -8.444959e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 26737 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 7 contains 223796 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 11899 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 14 contains 13367 members 
Mstep: Class 15 contains 62915 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3837 members 
Mstep: Class 21 contains 176965 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 170599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449704.000000 Penalty: 39790.128906
Iteration 69Q: 19 clusters Score -8.44497e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 26758 members 
Mstep: Class 4 contains 44696 members 
Mstep: Class 5 contains 36361 members 
Mstep: Class 7 contains 223700 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 11877 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 14 contains 13389 members 
Mstep: Class 15 contains 62910 members 
Mstep: Class 17 contains 6691 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3883 members 
Mstep: Class 21 contains 176655 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 170559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84449760.000000 Penalty: 39790.128906
Iteration 70Q: 19 clusters Score -8.444976e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2304 members 
Mstep: Class 3 contains 26777 members 
Mstep: Class 4 contains 45013 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 7 contains 223689 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 14 contains 13391 members 
Mstep: Class 15 contains 62910 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3912 members 
Mstep: Class 21 contains 176342 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 170474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450064.000000 Penalty: 39790.128906
Iteration 71Q: 19 clusters Score -8.445006e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 26775 members 
Mstep: Class 4 contains 45305 members 
Mstep: Class 5 contains 36318 members 
Mstep: Class 7 contains 223766 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 11836 members 
Mstep: Class 12 contains 9703 members 
Mstep: Class 14 contains 13423 members 
Mstep: Class 15 contains 62920 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 176040 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 170351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450384.000000 Penalty: 39790.128906
Iteration 72Q: 19 clusters Score -8.445038e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 26774 members 
Mstep: Class 4 contains 45595 members 
Mstep: Class 5 contains 36285 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 11814 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 62915 members 
Mstep: Class 17 contains 6773 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 175745 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 170212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450592.000000 Penalty: 39790.128906
Iteration 73Q: 19 clusters Score -8.445059e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 26764 members 
Mstep: Class 4 contains 45869 members 
Mstep: Class 5 contains 36269 members 
Mstep: Class 7 contains 224109 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 11799 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 14 contains 13477 members 
Mstep: Class 15 contains 62945 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 175401 members 
Mstep: Class 22 contains 4521 members 
Mstep: Class 23 contains 170017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450544.000000 Penalty: 39790.128906
Iteration 74Q: 19 clusters Score -8.445054e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 26762 members 
Mstep: Class 4 contains 46140 members 
Mstep: Class 5 contains 36250 members 
Mstep: Class 7 contains 224340 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 12 contains 9672 members 
Mstep: Class 14 contains 13509 members 
Mstep: Class 15 contains 62953 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 3985 members 
Mstep: Class 21 contains 175113 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 169766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450536.000000 Penalty: 39790.128906
Iteration 75Q: 19 clusters Score -8.445054e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2294 members 
Mstep: Class 3 contains 26781 members 
Mstep: Class 4 contains 46370 members 
Mstep: Class 5 contains 36216 members 
Mstep: Class 7 contains 224566 members 
Mstep: Class 8 contains 1596 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 11746 members 
Mstep: Class 12 contains 9672 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 62967 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 174818 members 
Mstep: Class 22 contains 4588 members 
Mstep: Class 23 contains 169546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450496.000000 Penalty: 39790.128906
Iteration 76Q: 19 clusters Score -8.44505e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 26799 members 
Mstep: Class 4 contains 46610 members 
Mstep: Class 5 contains 36186 members 
Mstep: Class 7 contains 224782 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 11708 members 
Mstep: Class 12 contains 9676 members 
Mstep: Class 14 contains 13538 members 
Mstep: Class 15 contains 62963 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 174523 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 169378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450672.000000 Penalty: 39790.128906
Iteration 77Q: 19 clusters Score -8.445067e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 26811 members 
Mstep: Class 4 contains 46871 members 
Mstep: Class 5 contains 36164 members 
Mstep: Class 7 contains 225037 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 11679 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 14 contains 13547 members 
Mstep: Class 15 contains 62968 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4030 members 
Mstep: Class 21 contains 174173 members 
Mstep: Class 22 contains 4643 members 
Mstep: Class 23 contains 169196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450832.000000 Penalty: 39790.128906
Iteration 78Q: 19 clusters Score -8.445083e+07 nChanged 1772
Entering ConstructFrom: 
Score: -84450832.000000 Penalty: 39790.128906
Entering ConstructFrom: 
Trying to split cluster 1 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -891974.312500 Penalty: 1472.756348
	Iteration 0F: 2 clusters Score -891974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -885767.750000 Penalty: 2945.512695
	Iteration 0F: 3 clusters Score -885767.8 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -887728.250000 Penalty: 2945.512695
	Iteration 1F: 3 clusters Score -887728.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -887932.250000 Penalty: 2945.512695
	Iteration 2F: 3 clusters Score -887932.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -888100.625000 Penalty: 2945.512695
	Iteration 3Q: 3 clusters Score -888100.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -888259.375000 Penalty: 2945.512695
	Iteration 4Q: 3 clusters Score -888259.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -888439.125000 Penalty: 2945.512695
	Iteration 5Q: 3 clusters Score -888439.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -888646.250000 Penalty: 2945.512695
	Iteration 6Q: 3 clusters Score -888646.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -888883.625000 Penalty: 2945.512695
	Iteration 7Q: 3 clusters Score -888883.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -889120.312500 Penalty: 2945.512695
	Iteration 8Q: 3 clusters Score -889120.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -889380.625000 Penalty: 2945.512695
	Iteration 9Q: 3 clusters Score -889380.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -889609.375000 Penalty: 2945.512695
	Iteration 10Q: 3 clusters Score -889609.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -889838.187500 Penalty: 2945.512695
	Iteration 11Q: 3 clusters Score -889838.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -890028.000000 Penalty: 2945.512695
	Iteration 12Q: 3 clusters Score -890028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -890178.312500 Penalty: 2945.512695
	Iteration 13Q: 3 clusters Score -890178.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -890302.875000 Penalty: 2945.512695
	Iteration 14Q: 3 clusters Score -890302.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -890414.062500 Penalty: 2945.512695
	Iteration 15Q: 3 clusters Score -890414.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -890506.375000 Penalty: 2945.512695
	Iteration 16Q: 3 clusters Score -890506.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -890572.312500 Penalty: 2945.512695
	Iteration 17Q: 3 clusters Score -890572.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -890603.312500 Penalty: 2945.512695
	Iteration 18Q: 3 clusters Score -890603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -890620.625000 Penalty: 2945.512695
	Iteration 19Q: 3 clusters Score -890620.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -890638.562500 Penalty: 2945.512695
	Iteration 20F: 3 clusters Score -890638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -890649.125000 Penalty: 2945.512695
	Iteration 21Q: 3 clusters Score -890649.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -890655.437500 Penalty: 2945.512695
	Iteration 22Q: 3 clusters Score -890655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -890667.687500 Penalty: 2945.512695
	Iteration 23Q: 3 clusters Score -890667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -890677.062500 Penalty: 2945.512695
	Iteration 24Q: 3 clusters Score -890677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -890688.500000 Penalty: 2945.512695
	Iteration 25Q: 3 clusters Score -890688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -890697.062500 Penalty: 2945.512695
	Iteration 26Q: 3 clusters Score -890697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -890699.875000 Penalty: 2945.512695
	Iteration 27Q: 3 clusters Score -890699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -890701.187500 Penalty: 2945.512695
	Iteration 28Q: 3 clusters Score -890701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -890703.562500 Penalty: 2945.512695
	Iteration 29Q: 3 clusters Score -890703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -890710.625000 Penalty: 2945.512695
	Iteration 30Q: 3 clusters Score -890710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -890715.187500 Penalty: 2945.512695
	Iteration 31Q: 3 clusters Score -890715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -890718.687500 Penalty: 2945.512695
	Iteration 32Q: 3 clusters Score -890718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -890719.375000 Penalty: 2945.512695
	Iteration 33Q: 3 clusters Score -890719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -890721.562500 Penalty: 2945.512695
	Iteration 34Q: 3 clusters Score -890721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -890723.312500 Penalty: 2945.512695
	Iteration 35Q: 3 clusters Score -890723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -890725.562500 Penalty: 2945.512695
	Iteration 36Q: 3 clusters Score -890725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -890725.562500 Penalty: 2945.512695
	Iteration 37F: 3 clusters Score -890725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -226111.296875 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -226111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223826.078125 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -223826.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224449.531250 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -224449.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224628.546875 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -224628.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224742.312500 Penalty: 2515.008545
	Iteration 3F: 3 clusters Score -224742.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224794.968750 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -224795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -224829.000000 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -224829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224850.656250 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -224850.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224863.109375 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -224863.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -224875.390625 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -224875.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224889.093750 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -224889.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -224899.765625 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -224899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224903.718750 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -224903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -224907.906250 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -224907.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -224910.968750 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -224911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224913.578125 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -224913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -224916.859375 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -224916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224920.531250 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -224920.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224925.968750 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -224926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224932.578125 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -224932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -224939.734375 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -224939.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224948.125000 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -224948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224954.250000 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -224954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224960.375000 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -224960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224966.671875 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -224966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -224972.718750 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -224972.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -224983.515625 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -224983.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -224991.046875 Penalty: 2515.008545
	Iteration 26Q: 3 clusters Score -224991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224998.406250 Penalty: 2515.008545
	Iteration 27Q: 3 clusters Score -224998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -225002.718750 Penalty: 2515.008545
	Iteration 28Q: 3 clusters Score -225002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225007.984375 Penalty: 2515.008545
	Iteration 29Q: 3 clusters Score -225008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225011.718750 Penalty: 2515.008545
	Iteration 30Q: 3 clusters Score -225011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -225017.312500 Penalty: 2515.008545
	Iteration 31Q: 3 clusters Score -225017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -225020.781250 Penalty: 2515.008545
	Iteration 32Q: 3 clusters Score -225020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225026.609375 Penalty: 2515.008545
	Iteration 33Q: 3 clusters Score -225026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225036.140625 Penalty: 2515.008545
	Iteration 34Q: 3 clusters Score -225036.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225046.265625 Penalty: 2515.008545
	Iteration 35Q: 3 clusters Score -225046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -225053.406250 Penalty: 2515.008545
	Iteration 36Q: 3 clusters Score -225053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225060.468750 Penalty: 2515.008545
	Iteration 37Q: 3 clusters Score -225060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -225063.953125 Penalty: 2515.008545
	Iteration 38Q: 3 clusters Score -225064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225067.031250 Penalty: 2515.008545
	Iteration 39Q: 3 clusters Score -225067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -225072.390625 Penalty: 2515.008545
	Iteration 40F: 3 clusters Score -225072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225077.875000 Penalty: 2515.008545
	Iteration 41Q: 3 clusters Score -225077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -225087.703125 Penalty: 2515.008545
	Iteration 42Q: 3 clusters Score -225087.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225100.390625 Penalty: 2515.008545
	Iteration 43Q: 3 clusters Score -225100.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -225115.234375 Penalty: 2515.008545
	Iteration 44Q: 3 clusters Score -225115.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -225126.515625 Penalty: 2515.008545
	Iteration 45Q: 3 clusters Score -225126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225139.718750 Penalty: 2515.008545
	Iteration 46Q: 3 clusters Score -225139.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225155.625000 Penalty: 2515.008545
	Iteration 47Q: 3 clusters Score -225155.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -225173.265625 Penalty: 2515.008545
	Iteration 48Q: 3 clusters Score -225173.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -225186.750000 Penalty: 2515.008545
	Iteration 49Q: 3 clusters Score -225186.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -225193.765625 Penalty: 2515.008545
	Iteration 50Q: 3 clusters Score -225193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225203.218750 Penalty: 2515.008545
	Iteration 51Q: 3 clusters Score -225203.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -225216.515625 Penalty: 2515.008545
	Iteration 52Q: 3 clusters Score -225216.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -225231.031250 Penalty: 2515.008545
	Iteration 53Q: 3 clusters Score -225231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -225243.359375 Penalty: 2515.008545
	Iteration 54Q: 3 clusters Score -225243.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225257.593750 Penalty: 2515.008545
	Iteration 55Q: 3 clusters Score -225257.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -225268.359375 Penalty: 2515.008545
	Iteration 56Q: 3 clusters Score -225268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -225277.343750 Penalty: 2515.008545
	Iteration 57Q: 3 clusters Score -225277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -225291.265625 Penalty: 2515.008545
	Iteration 58Q: 3 clusters Score -225291.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -225322.406250 Penalty: 2515.008545
	Iteration 59Q: 3 clusters Score -225322.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225348.578125 Penalty: 2515.008545
	Iteration 60F: 3 clusters Score -225348.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -225398.781250 Penalty: 2515.008545
	Iteration 61Q: 3 clusters Score -225398.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -225459.656250 Penalty: 2515.008545
	Iteration 62Q: 3 clusters Score -225459.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -225526.937500 Penalty: 2515.008545
	Iteration 63Q: 3 clusters Score -225526.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -225572.000000 Penalty: 2515.008545
	Iteration 64Q: 3 clusters Score -225572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -225611.718750 Penalty: 2515.008545
	Iteration 65Q: 3 clusters Score -225611.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -225645.015625 Penalty: 2515.008545
	Iteration 66Q: 3 clusters Score -225645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -225671.390625 Penalty: 2515.008545
	Iteration 67Q: 3 clusters Score -225671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -225696.187500 Penalty: 2515.008545
	Iteration 68Q: 3 clusters Score -225696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -225709.718750 Penalty: 2515.008545
	Iteration 69Q: 3 clusters Score -225709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -225716.140625 Penalty: 2515.008545
	Iteration 70Q: 3 clusters Score -225716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -225724.109375 Penalty: 2515.008545
	Iteration 71Q: 3 clusters Score -225724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -225730.828125 Penalty: 2515.008545
	Iteration 72Q: 3 clusters Score -225730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -225732.750000 Penalty: 2515.008545
	Iteration 73Q: 3 clusters Score -225732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -225732.703125 Penalty: 2515.008545
	Iteration 74Q: 3 clusters Score -225732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -225733.703125 Penalty: 2515.008545
	Iteration 75Q: 3 clusters Score -225733.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -225734.765625 Penalty: 2515.008545
	Iteration 76Q: 3 clusters Score -225734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -225735.640625 Penalty: 2515.008545
	Iteration 77Q: 3 clusters Score -225735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -225736.906250 Penalty: 2515.008545
	Iteration 78Q: 3 clusters Score -225736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -225737.765625 Penalty: 2515.008545
	Iteration 79Q: 3 clusters Score -225737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -225739.937500 Penalty: 2515.008545
	Iteration 80F: 3 clusters Score -225739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -225742.156250 Penalty: 2515.008545
	Iteration 81Q: 3 clusters Score -225742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -225743.906250 Penalty: 2515.008545
	Iteration 82Q: 3 clusters Score -225743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -225745.078125 Penalty: 2515.008545
	Iteration 83Q: 3 clusters Score -225745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -225745.609375 Penalty: 2515.008545
	Iteration 84Q: 3 clusters Score -225745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -225745.609375 Penalty: 2515.008545
	Iteration 85F: 3 clusters Score -225745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -2770062.750000 Penalty: 1657.033081
	Iteration 0F: 2 clusters Score -2770063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2752050.250000 Penalty: 3314.066162
	Iteration 0F: 3 clusters Score -2752050 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2758699.500000 Penalty: 3314.066162
	Iteration 1F: 3 clusters Score -2758700 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2759084.250000 Penalty: 3314.066162
	Iteration 2Q: 3 clusters Score -2759084 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2759460.000000 Penalty: 3314.066162
	Iteration 3Q: 3 clusters Score -2759460 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2759796.500000 Penalty: 3314.066162
	Iteration 4Q: 3 clusters Score -2759796 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2760201.000000 Penalty: 3314.066162
	Iteration 5Q: 3 clusters Score -2760201 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2760646.500000 Penalty: 3314.066162
	Iteration 6Q: 3 clusters Score -2760646 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2761160.500000 Penalty: 3314.066162
	Iteration 7Q: 3 clusters Score -2761160 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2761642.000000 Penalty: 3314.066162
	Iteration 8Q: 3 clusters Score -2761642 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2762125.500000 Penalty: 3314.066162
	Iteration 9Q: 3 clusters Score -2762126 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2762635.250000 Penalty: 3314.066162
	Iteration 10Q: 3 clusters Score -2762635 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2763066.000000 Penalty: 3314.066162
	Iteration 11Q: 3 clusters Score -2763066 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2763428.000000 Penalty: 3314.066162
	Iteration 12Q: 3 clusters Score -2763428 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2763714.000000 Penalty: 3314.066162
	Iteration 13Q: 3 clusters Score -2763714 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2763922.250000 Penalty: 3314.066162
	Iteration 14Q: 3 clusters Score -2763922 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2764067.500000 Penalty: 3314.066162
	Iteration 15Q: 3 clusters Score -2764068 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2764194.500000 Penalty: 3314.066162
	Iteration 16Q: 3 clusters Score -2764194 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2764281.250000 Penalty: 3314.066162
	Iteration 17Q: 3 clusters Score -2764281 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2764361.250000 Penalty: 3314.066162
	Iteration 18Q: 3 clusters Score -2764361 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2764403.250000 Penalty: 3314.066162
	Iteration 19Q: 3 clusters Score -2764403 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2764449.750000 Penalty: 3314.066162
	Iteration 20F: 3 clusters Score -2764450 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2764496.000000 Penalty: 3314.066162
	Iteration 21Q: 3 clusters Score -2764496 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2764534.000000 Penalty: 3314.066162
	Iteration 22Q: 3 clusters Score -2764534 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2764559.250000 Penalty: 3314.066162
	Iteration 23Q: 3 clusters Score -2764559 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2764586.250000 Penalty: 3314.066162
	Iteration 24Q: 3 clusters Score -2764586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2764618.750000 Penalty: 3314.066162
	Iteration 25Q: 3 clusters Score -2764619 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2764633.500000 Penalty: 3314.066162
	Iteration 26Q: 3 clusters Score -2764634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2764651.250000 Penalty: 3314.066162
	Iteration 27Q: 3 clusters Score -2764651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2764670.000000 Penalty: 3314.066162
	Iteration 28Q: 3 clusters Score -2764670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2764685.500000 Penalty: 3314.066162
	Iteration 29Q: 3 clusters Score -2764686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2764716.500000 Penalty: 3314.066162
	Iteration 30Q: 3 clusters Score -2764716 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2764746.750000 Penalty: 3314.066162
	Iteration 31Q: 3 clusters Score -2764747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2764777.000000 Penalty: 3314.066162
	Iteration 32Q: 3 clusters Score -2764777 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2764804.500000 Penalty: 3314.066162
	Iteration 33Q: 3 clusters Score -2764804 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2764841.000000 Penalty: 3314.066162
	Iteration 34Q: 3 clusters Score -2764841 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2764863.250000 Penalty: 3314.066162
	Iteration 35Q: 3 clusters Score -2764863 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2764894.500000 Penalty: 3314.066162
	Iteration 36Q: 3 clusters Score -2764894 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2764933.750000 Penalty: 3314.066162
	Iteration 37Q: 3 clusters Score -2764934 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2764979.000000 Penalty: 3314.066162
	Iteration 38Q: 3 clusters Score -2764979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2765023.000000 Penalty: 3314.066162
	Iteration 39Q: 3 clusters Score -2765023 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2765081.000000 Penalty: 3314.066162
	Iteration 40F: 3 clusters Score -2765081 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2765149.750000 Penalty: 3314.066162
	Iteration 41Q: 3 clusters Score -2765150 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2765241.250000 Penalty: 3314.066162
	Iteration 42Q: 3 clusters Score -2765241 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2765350.250000 Penalty: 3314.066162
	Iteration 43Q: 3 clusters Score -2765350 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2765500.000000 Penalty: 3314.066162
	Iteration 44Q: 3 clusters Score -2765500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2765689.250000 Penalty: 3314.066162
	Iteration 45Q: 3 clusters Score -2765689 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2765910.000000 Penalty: 3314.066162
	Iteration 46Q: 3 clusters Score -2765910 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2766197.000000 Penalty: 3314.066162
	Iteration 47Q: 3 clusters Score -2766197 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2766539.250000 Penalty: 3314.066162
	Iteration 48Q: 3 clusters Score -2766539 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2766946.500000 Penalty: 3314.066162
	Iteration 49Q: 3 clusters Score -2766946 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2767427.500000 Penalty: 3314.066162
	Iteration 50Q: 3 clusters Score -2767428 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2767914.250000 Penalty: 3314.066162
	Iteration 51Q: 3 clusters Score -2767914 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2768318.750000 Penalty: 3314.066162
	Iteration 52Q: 3 clusters Score -2768319 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2768663.000000 Penalty: 3314.066162
	Iteration 53Q: 3 clusters Score -2768663 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2768873.500000 Penalty: 3314.066162
	Iteration 54Q: 3 clusters Score -2768874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2769005.250000 Penalty: 3314.066162
	Iteration 55Q: 3 clusters Score -2769005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2769081.250000 Penalty: 3314.066162
	Iteration 56Q: 3 clusters Score -2769081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2769128.500000 Penalty: 3314.066162
	Iteration 57Q: 3 clusters Score -2769128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2769174.250000 Penalty: 3314.066162
	Iteration 58Q: 3 clusters Score -2769174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2769194.750000 Penalty: 3314.066162
	Iteration 59Q: 3 clusters Score -2769195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2769224.500000 Penalty: 3314.066162
	Iteration 60F: 3 clusters Score -2769224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2769240.500000 Penalty: 3314.066162
	Iteration 61Q: 3 clusters Score -2769240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2769247.750000 Penalty: 3314.066162
	Iteration 62Q: 3 clusters Score -2769248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2769252.500000 Penalty: 3314.066162
	Iteration 63Q: 3 clusters Score -2769252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2769254.750000 Penalty: 3314.066162
	Iteration 64Q: 3 clusters Score -2769255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2769254.500000 Penalty: 3314.066162
	Iteration 65Q: 3 clusters Score -2769254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2769258.500000 Penalty: 3314.066162
	Iteration 66Q: 3 clusters Score -2769258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2769262.250000 Penalty: 3314.066162
	Iteration 67Q: 3 clusters Score -2769262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2769261.750000 Penalty: 3314.066162
	Iteration 68Q: 3 clusters Score -2769262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2769267.750000 Penalty: 3314.066162
	Iteration 69Q: 3 clusters Score -2769268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2769264.500000 Penalty: 3314.066162
	Iteration 70Q: 3 clusters Score -2769264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2769270.500000 Penalty: 3314.066162
	Iteration 71Q: 3 clusters Score -2769270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2769276.000000 Penalty: 3314.066162
	Iteration 72Q: 3 clusters Score -2769276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2769276.250000 Penalty: 3314.066162
	Iteration 73Q: 3 clusters Score -2769276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2769279.500000 Penalty: 3314.066162
	Iteration 74Q: 3 clusters Score -2769280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2769281.000000 Penalty: 3314.066162
	Iteration 75Q: 3 clusters Score -2769281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2769285.750000 Penalty: 3314.066162
	Iteration 76Q: 3 clusters Score -2769286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2769290.750000 Penalty: 3314.066162
	Iteration 77Q: 3 clusters Score -2769291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2769300.250000 Penalty: 3314.066162
	Iteration 78Q: 3 clusters Score -2769300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2769294.750000 Penalty: 3314.066162
	Iteration 79Q: 3 clusters Score -2769295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2769297.750000 Penalty: 3314.066162
	Iteration 80F: 3 clusters Score -2769298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2769296.000000 Penalty: 3314.066162
	Iteration 81Q: 3 clusters Score -2769296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2769304.000000 Penalty: 3314.066162
	Iteration 82Q: 3 clusters Score -2769304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2769314.500000 Penalty: 3314.066162
	Iteration 83Q: 3 clusters Score -2769314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2769319.500000 Penalty: 3314.066162
	Iteration 84Q: 3 clusters Score -2769320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2769323.750000 Penalty: 3314.066162
	Iteration 85Q: 3 clusters Score -2769324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2769324.000000 Penalty: 3314.066162
	Iteration 86Q: 3 clusters Score -2769324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2769326.750000 Penalty: 3314.066162
	Iteration 87Q: 3 clusters Score -2769327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2769328.250000 Penalty: 3314.066162
	Iteration 88Q: 3 clusters Score -2769328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2769325.500000 Penalty: 3314.066162
	Iteration 89Q: 3 clusters Score -2769326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2769324.500000 Penalty: 3314.066162
	Iteration 90Q: 3 clusters Score -2769324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2769324.500000 Penalty: 3314.066162
	Iteration 91F: 3 clusters Score -2769324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Entering Unmasked Estep 
Score: -5097079.500000 Penalty: 1748.546021
	Iteration 0F: 2 clusters Score -5097080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5065538.000000 Penalty: 3497.092041
	Iteration 0F: 3 clusters Score -5065538 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5077957.500000 Penalty: 3497.092041
	Iteration 1F: 3 clusters Score -5077958 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5078352.000000 Penalty: 3497.092041
	Iteration 2Q: 3 clusters Score -5078352 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5078731.500000 Penalty: 3497.092041
	Iteration 3Q: 3 clusters Score -5078732 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5079211.500000 Penalty: 3497.092041
	Iteration 4Q: 3 clusters Score -5079212 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5079917.000000 Penalty: 3497.092041
	Iteration 5Q: 3 clusters Score -5079917 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5081005.500000 Penalty: 3497.092041
	Iteration 6Q: 3 clusters Score -5081006 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5082443.500000 Penalty: 3497.092041
	Iteration 7Q: 3 clusters Score -5082444 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5084313.500000 Penalty: 3497.092041
	Iteration 8F: 3 clusters Score -5084314 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5086532.000000 Penalty: 3497.092041
	Iteration 9F: 3 clusters Score -5086532 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5088791.000000 Penalty: 3497.092041
	Iteration 10F: 3 clusters Score -5088791 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5090245.000000 Penalty: 3497.092041
	Iteration 11F: 3 clusters Score -5090245 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5090894.000000 Penalty: 3497.092041
	Iteration 12Q: 3 clusters Score -5090894 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5091191.000000 Penalty: 3497.092041
	Iteration 13Q: 3 clusters Score -5091191 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5091345.000000 Penalty: 3497.092041
	Iteration 14Q: 3 clusters Score -5091345 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5091474.000000 Penalty: 3497.092041
	Iteration 15Q: 3 clusters Score -5091474 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5091616.000000 Penalty: 3497.092041
	Iteration 16Q: 3 clusters Score -5091616 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5091745.500000 Penalty: 3497.092041
	Iteration 17Q: 3 clusters Score -5091746 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5091879.000000 Penalty: 3497.092041
	Iteration 18Q: 3 clusters Score -5091879 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5091983.000000 Penalty: 3497.092041
	Iteration 19Q: 3 clusters Score -5091983 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5092074.500000 Penalty: 3497.092041
	Iteration 20F: 3 clusters Score -5092074 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5092178.000000 Penalty: 3497.092041
	Iteration 21Q: 3 clusters Score -5092178 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5092274.500000 Penalty: 3497.092041
	Iteration 22Q: 3 clusters Score -5092274 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5092355.500000 Penalty: 3497.092041
	Iteration 23Q: 3 clusters Score -5092356 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5092406.500000 Penalty: 3497.092041
	Iteration 24Q: 3 clusters Score -5092406 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5092486.500000 Penalty: 3497.092041
	Iteration 25Q: 3 clusters Score -5092486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5092556.000000 Penalty: 3497.092041
	Iteration 26Q: 3 clusters Score -5092556 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -5092587.000000 Penalty: 3497.092041
	Iteration 27Q: 3 clusters Score -5092587 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -5092670.000000 Penalty: 3497.092041
	Iteration 28Q: 3 clusters Score -5092670 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5092737.500000 Penalty: 3497.092041
	Iteration 29Q: 3 clusters Score -5092738 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -5092779.500000 Penalty: 3497.092041
	Iteration 30Q: 3 clusters Score -5092780 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5092825.500000 Penalty: 3497.092041
	Iteration 31Q: 3 clusters Score -5092826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5092831.000000 Penalty: 3497.092041
	Iteration 32Q: 3 clusters Score -5092831 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -5092834.000000 Penalty: 3497.092041
	Iteration 33Q: 3 clusters Score -5092834 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5092877.500000 Penalty: 3497.092041
	Iteration 34Q: 3 clusters Score -5092878 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5092927.000000 Penalty: 3497.092041
	Iteration 35Q: 3 clusters Score -5092927 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5092964.500000 Penalty: 3497.092041
	Iteration 36Q: 3 clusters Score -5092964 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5092998.000000 Penalty: 3497.092041
	Iteration 37Q: 3 clusters Score -5092998 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5093040.500000 Penalty: 3497.092041
	Iteration 38Q: 3 clusters Score -5093040 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -5093046.000000 Penalty: 3497.092041
	Iteration 39Q: 3 clusters Score -5093046 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -5093102.000000 Penalty: 3497.092041
	Iteration 40F: 3 clusters Score -5093102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -5093121.500000 Penalty: 3497.092041
	Iteration 41Q: 3 clusters Score -5093122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5093139.500000 Penalty: 3497.092041
	Iteration 42Q: 3 clusters Score -5093140 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5093187.000000 Penalty: 3497.092041
	Iteration 43Q: 3 clusters Score -5093187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5093200.500000 Penalty: 3497.092041
	Iteration 44Q: 3 clusters Score -5093200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -5093243.500000 Penalty: 3497.092041
	Iteration 45Q: 3 clusters Score -5093244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5093282.000000 Penalty: 3497.092041
	Iteration 46Q: 3 clusters Score -5093282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5093302.500000 Penalty: 3497.092041
	Iteration 47Q: 3 clusters Score -5093302 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5093320.000000 Penalty: 3497.092041
	Iteration 48Q: 3 clusters Score -5093320 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5093383.000000 Penalty: 3497.092041
	Iteration 49Q: 3 clusters Score -5093383 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5093412.500000 Penalty: 3497.092041
	Iteration 50Q: 3 clusters Score -5093412 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5093446.000000 Penalty: 3497.092041
	Iteration 51Q: 3 clusters Score -5093446 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5093499.500000 Penalty: 3497.092041
	Iteration 52Q: 3 clusters Score -5093500 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5093554.000000 Penalty: 3497.092041
	Iteration 53Q: 3 clusters Score -5093554 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5093594.500000 Penalty: 3497.092041
	Iteration 54Q: 3 clusters Score -5093594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -5093606.000000 Penalty: 3497.092041
	Iteration 55Q: 3 clusters Score -5093606 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5093650.500000 Penalty: 3497.092041
	Iteration 56Q: 3 clusters Score -5093650 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5093677.500000 Penalty: 3497.092041
	Iteration 57Q: 3 clusters Score -5093678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5093725.000000 Penalty: 3497.092041
	Iteration 58Q: 3 clusters Score -5093725 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5093755.500000 Penalty: 3497.092041
	Iteration 59Q: 3 clusters Score -5093756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5093805.500000 Penalty: 3497.092041
	Iteration 60F: 3 clusters Score -5093806 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5093841.000000 Penalty: 3497.092041
	Iteration 61Q: 3 clusters Score -5093841 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5093883.000000 Penalty: 3497.092041
	Iteration 62Q: 3 clusters Score -5093883 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5093890.000000 Penalty: 3497.092041
	Iteration 63Q: 3 clusters Score -5093890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5093929.500000 Penalty: 3497.092041
	Iteration 64Q: 3 clusters Score -5093930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5093969.000000 Penalty: 3497.092041
	Iteration 65Q: 3 clusters Score -5093969 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5093994.000000 Penalty: 3497.092041
	Iteration 66Q: 3 clusters Score -5093994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -5094017.000000 Penalty: 3497.092041
	Iteration 67Q: 3 clusters Score -5094017 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -5094044.000000 Penalty: 3497.092041
	Iteration 68Q: 3 clusters Score -5094044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -5094070.500000 Penalty: 3497.092041
	Iteration 69Q: 3 clusters Score -5094070 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -5094092.000000 Penalty: 3497.092041
	Iteration 70Q: 3 clusters Score -5094092 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -5094127.500000 Penalty: 3497.092041
	Iteration 71Q: 3 clusters Score -5094128 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -5094150.500000 Penalty: 3497.092041
	Iteration 72Q: 3 clusters Score -5094150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -5094186.000000 Penalty: 3497.092041
	Iteration 73Q: 3 clusters Score -5094186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -5094228.000000 Penalty: 3497.092041
	Iteration 74Q: 3 clusters Score -5094228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -5094244.000000 Penalty: 3497.092041
	Iteration 75Q: 3 clusters Score -5094244 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5094266.500000 Penalty: 3497.092041
	Iteration 76Q: 3 clusters Score -5094266 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -5094307.500000 Penalty: 3497.092041
	Iteration 77Q: 3 clusters Score -5094308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5094323.500000 Penalty: 3497.092041
	Iteration 78Q: 3 clusters Score -5094324 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5094338.000000 Penalty: 3497.092041
	Iteration 79Q: 3 clusters Score -5094338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -5094361.000000 Penalty: 3497.092041
	Iteration 80F: 3 clusters Score -5094361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5094385.500000 Penalty: 3497.092041
	Iteration 81Q: 3 clusters Score -5094386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7884 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6976 members 
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Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 6645 members 
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Mstep: Class 1 contains 40627 members 
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Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6217 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41397 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4975 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5095522 nChanged 8
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	Iteration 174Q: 3 clusters Score -5095514 nChanged 12
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Score: -5095519.000000 Penalty: 3497.092041
	Iteration 175Q: 3 clusters Score -5095519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5095524.500000 Penalty: 3497.092041
	Iteration 176Q: 3 clusters Score -5095524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5095528.000000 Penalty: 3497.092041
	Iteration 177Q: 3 clusters Score -5095528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5095539.000000 Penalty: 3497.092041
	Iteration 178Q: 3 clusters Score -5095539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5095533.500000 Penalty: 3497.092041
	Iteration 179Q: 3 clusters Score -5095534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5095536.500000 Penalty: 3497.092041
	Iteration 180F: 3 clusters Score -5095536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5095531.000000 Penalty: 3497.092041
	Iteration 181Q: 3 clusters Score -5095531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5095534.500000 Penalty: 3497.092041
	Iteration 182Q: 3 clusters Score -5095534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5095534.500000 Penalty: 3497.092041
	Iteration 183Q: 3 clusters Score -5095534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5095532.500000 Penalty: 3497.092041
	Iteration 184Q: 3 clusters Score -5095532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5095535.500000 Penalty: 3497.092041
	Iteration 185Q: 3 clusters Score -5095536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5095545.000000 Penalty: 3497.092041
	Iteration 186Q: 3 clusters Score -5095545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5095545.000000 Penalty: 3497.092041
	Iteration 187Q: 3 clusters Score -5095545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5095546.000000 Penalty: 3497.092041
	Iteration 188Q: 3 clusters Score -5095546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5095556.000000 Penalty: 3497.092041
	Iteration 189Q: 3 clusters Score -5095556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5095558.500000 Penalty: 3497.092041
	Iteration 190Q: 3 clusters Score -5095558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5095555.000000 Penalty: 3497.092041
	Iteration 191Q: 3 clusters Score -5095555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5095567.000000 Penalty: 3497.092041
	Iteration 192Q: 3 clusters Score -5095567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5095561.000000 Penalty: 3497.092041
	Iteration 193Q: 3 clusters Score -5095561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5095561.000000 Penalty: 3497.092041
	Iteration 194Q: 3 clusters Score -5095561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5095562.000000 Penalty: 3497.092041
	Iteration 195Q: 3 clusters Score -5095562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5095571.500000 Penalty: 3497.092041
	Iteration 196Q: 3 clusters Score -5095572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5095560.000000 Penalty: 3497.092041
	Iteration 197Q: 3 clusters Score -5095560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5095571.500000 Penalty: 3497.092041
	Iteration 198Q: 3 clusters Score -5095572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5095565.000000 Penalty: 3497.092041
	Iteration 199Q: 3 clusters Score -5095565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5095566.000000 Penalty: 3497.092041
	Iteration 200F: 3 clusters Score -5095566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5095569.000000 Penalty: 3497.092041
	Iteration 201Q: 3 clusters Score -5095569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5095567.500000 Penalty: 3497.092041
	Iteration 202Q: 3 clusters Score -5095568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5095571.000000 Penalty: 3497.092041
	Iteration 203Q: 3 clusters Score -5095571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5095571.500000 Penalty: 3497.092041
	Iteration 204Q: 3 clusters Score -5095572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5095577.000000 Penalty: 3497.092041
	Iteration 205Q: 3 clusters Score -5095577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5095565.500000 Penalty: 3497.092041
	Iteration 206Q: 3 clusters Score -5095566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5095560.000000 Penalty: 3497.092041
	Iteration 207Q: 3 clusters Score -5095560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5095565.500000 Penalty: 3497.092041
	Iteration 208Q: 3 clusters Score -5095566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5095573.000000 Penalty: 3497.092041
	Iteration 209Q: 3 clusters Score -5095573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5095576.000000 Penalty: 3497.092041
	Iteration 210Q: 3 clusters Score -5095576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5095576.000000 Penalty: 3497.092041
	Iteration 211Q: 3 clusters Score -5095576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5095588.500000 Penalty: 3497.092041
	Iteration 212Q: 3 clusters Score -5095588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5095584.000000 Penalty: 3497.092041
	Iteration 213Q: 3 clusters Score -5095584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5095588.500000 Penalty: 3497.092041
	Iteration 214Q: 3 clusters Score -5095588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5095590.000000 Penalty: 3497.092041
	Iteration 215Q: 3 clusters Score -5095590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5095591.000000 Penalty: 3497.092041
	Iteration 216Q: 3 clusters Score -5095591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5095592.500000 Penalty: 3497.092041
	Iteration 217Q: 3 clusters Score -5095592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5095587.500000 Penalty: 3497.092041
	Iteration 218Q: 3 clusters Score -5095588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5095591.000000 Penalty: 3497.092041
	Iteration 219Q: 3 clusters Score -5095591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5095594.500000 Penalty: 3497.092041
	Iteration 220F: 3 clusters Score -5095594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5095594.500000 Penalty: 3497.092041
	Iteration 221Q: 3 clusters Score -5095594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5095595.500000 Penalty: 3497.092041
	Iteration 222Q: 3 clusters Score -5095596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5095599.500000 Penalty: 3497.092041
	Iteration 223Q: 3 clusters Score -5095600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5095597.000000 Penalty: 3497.092041
	Iteration 224Q: 3 clusters Score -5095597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5095597.000000 Penalty: 3497.092041
	Iteration 225Q: 3 clusters Score -5095597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5095600.500000 Penalty: 3497.092041
	Iteration 226Q: 3 clusters Score -5095600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5095600.500000 Penalty: 3497.092041
	Iteration 227Q: 3 clusters Score -5095600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5095599.500000 Penalty: 3497.092041
	Iteration 228Q: 3 clusters Score -5095600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5095595.500000 Penalty: 3497.092041
	Iteration 229Q: 3 clusters Score -5095596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5095599.000000 Penalty: 3497.092041
	Iteration 230Q: 3 clusters Score -5095599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5095598.000000 Penalty: 3497.092041
	Iteration 231Q: 3 clusters Score -5095598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5095602.500000 Penalty: 3497.092041
	Iteration 232Q: 3 clusters Score -5095602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5095600.000000 Penalty: 3497.092041
	Iteration 233Q: 3 clusters Score -5095600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5095604.000000 Penalty: 3497.092041
	Iteration 234Q: 3 clusters Score -5095604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5095607.500000 Penalty: 3497.092041
	Iteration 235Q: 3 clusters Score -5095608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5095607.500000 Penalty: 3497.092041
	Iteration 236F: 3 clusters Score -5095608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Entering Unmasked Estep 
Score: -3795736.000000 Penalty: 1705.480713
	Iteration 0F: 2 clusters Score -3795736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3771262.750000 Penalty: 3410.961426
	Iteration 0F: 3 clusters Score -3771263 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3781150.000000 Penalty: 3410.961426
	Iteration 1F: 3 clusters Score -3781150 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3782053.250000 Penalty: 3410.961426
	Iteration 2F: 3 clusters Score -3782053 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3783383.250000 Penalty: 3410.961426
	Iteration 3F: 3 clusters Score -3783383 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3785188.250000 Penalty: 3410.961426
	Iteration 4F: 3 clusters Score -3785188 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3787504.750000 Penalty: 3410.961426
	Iteration 5F: 3 clusters Score -3787505 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3789868.000000 Penalty: 3410.961426
	Iteration 6F: 3 clusters Score -3789868 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3791806.250000 Penalty: 3410.961426
	Iteration 7F: 3 clusters Score -3791806 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3792975.750000 Penalty: 3410.961426
	Iteration 8Q: 3 clusters Score -3792976 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3793583.750000 Penalty: 3410.961426
	Iteration 9Q: 3 clusters Score -3793584 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3793960.500000 Penalty: 3410.961426
	Iteration 10Q: 3 clusters Score -3793960 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3794243.250000 Penalty: 3410.961426
	Iteration 11Q: 3 clusters Score -3794243 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3794488.000000 Penalty: 3410.961426
	Iteration 12Q: 3 clusters Score -3794488 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -3794654.250000 Penalty: 3410.961426
	Iteration 13Q: 3 clusters Score -3794654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3794736.250000 Penalty: 3410.961426
	Iteration 14Q: 3 clusters Score -3794736 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3794787.500000 Penalty: 3410.961426
	Iteration 15Q: 3 clusters Score -3794788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3794853.000000 Penalty: 3410.961426
	Iteration 16Q: 3 clusters Score -3794853 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3794901.500000 Penalty: 3410.961426
	Iteration 17Q: 3 clusters Score -3794902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -3794943.500000 Penalty: 3410.961426
	Iteration 18Q: 3 clusters Score -3794944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -3794966.000000 Penalty: 3410.961426
	Iteration 19Q: 3 clusters Score -3794966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3794984.250000 Penalty: 3410.961426
	Iteration 20F: 3 clusters Score -3794984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3794998.750000 Penalty: 3410.961426
	Iteration 21Q: 3 clusters Score -3794999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3795034.500000 Penalty: 3410.961426
	Iteration 22Q: 3 clusters Score -3795034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3795064.250000 Penalty: 3410.961426
	Iteration 23Q: 3 clusters Score -3795064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3795073.000000 Penalty: 3410.961426
	Iteration 24Q: 3 clusters Score -3795073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3795091.000000 Penalty: 3410.961426
	Iteration 25Q: 3 clusters Score -3795091 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3795101.500000 Penalty: 3410.961426
	Iteration 26Q: 3 clusters Score -3795102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3795122.250000 Penalty: 3410.961426
	Iteration 27Q: 3 clusters Score -3795122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3795136.750000 Penalty: 3410.961426
	Iteration 28Q: 3 clusters Score -3795137 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -3795143.000000 Penalty: 3410.961426
	Iteration 29Q: 3 clusters Score -3795143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3795177.250000 Penalty: 3410.961426
	Iteration 30Q: 3 clusters Score -3795177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3795204.500000 Penalty: 3410.961426
	Iteration 31Q: 3 clusters Score -3795204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3795212.000000 Penalty: 3410.961426
	Iteration 32Q: 3 clusters Score -3795212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3795221.500000 Penalty: 3410.961426
	Iteration 33Q: 3 clusters Score -3795222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3795236.000000 Penalty: 3410.961426
	Iteration 34Q: 3 clusters Score -3795236 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3795253.000000 Penalty: 3410.961426
	Iteration 35Q: 3 clusters Score -3795253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3795268.250000 Penalty: 3410.961426
	Iteration 36Q: 3 clusters Score -3795268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3795285.250000 Penalty: 3410.961426
	Iteration 37Q: 3 clusters Score -3795285 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3795307.750000 Penalty: 3410.961426
	Iteration 38Q: 3 clusters Score -3795308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3795327.250000 Penalty: 3410.961426
	Iteration 39Q: 3 clusters Score -3795327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3795342.500000 Penalty: 3410.961426
	Iteration 40F: 3 clusters Score -3795342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3795360.000000 Penalty: 3410.961426
	Iteration 41Q: 3 clusters Score -3795360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3795369.500000 Penalty: 3410.961426
	Iteration 42Q: 3 clusters Score -3795370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3795383.000000 Penalty: 3410.961426
	Iteration 43Q: 3 clusters Score -3795383 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3795401.000000 Penalty: 3410.961426
	Iteration 44Q: 3 clusters Score -3795401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3795415.750000 Penalty: 3410.961426
	Iteration 45Q: 3 clusters Score -3795416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3795437.750000 Penalty: 3410.961426
	Iteration 46Q: 3 clusters Score -3795438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3795452.250000 Penalty: 3410.961426
	Iteration 47Q: 3 clusters Score -3795452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3795450.250000 Penalty: 3410.961426
	Iteration 48Q: 3 clusters Score -3795450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3795456.250000 Penalty: 3410.961426
	Iteration 49Q: 3 clusters Score -3795456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3795457.250000 Penalty: 3410.961426
	Iteration 50Q: 3 clusters Score -3795457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3795475.750000 Penalty: 3410.961426
	Iteration 51Q: 3 clusters Score -3795476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3795486.750000 Penalty: 3410.961426
	Iteration 52Q: 3 clusters Score -3795487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3795494.250000 Penalty: 3410.961426
	Iteration 53Q: 3 clusters Score -3795494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3795501.750000 Penalty: 3410.961426
	Iteration 54Q: 3 clusters Score -3795502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3795507.250000 Penalty: 3410.961426
	Iteration 55Q: 3 clusters Score -3795507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3795519.750000 Penalty: 3410.961426
	Iteration 56Q: 3 clusters Score -3795520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3795527.000000 Penalty: 3410.961426
	Iteration 57Q: 3 clusters Score -3795527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3795531.250000 Penalty: 3410.961426
	Iteration 58Q: 3 clusters Score -3795531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3795532.250000 Penalty: 3410.961426
	Iteration 59Q: 3 clusters Score -3795532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3795542.500000 Penalty: 3410.961426
	Iteration 60F: 3 clusters Score -3795542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3795537.250000 Penalty: 3410.961426
	Iteration 61Q: 3 clusters Score -3795537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3795549.750000 Penalty: 3410.961426
	Iteration 62Q: 3 clusters Score -3795550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3795554.250000 Penalty: 3410.961426
	Iteration 63Q: 3 clusters Score -3795554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3795556.000000 Penalty: 3410.961426
	Iteration 64Q: 3 clusters Score -3795556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3795554.250000 Penalty: 3410.961426
	Iteration 65Q: 3 clusters Score -3795554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3795545.000000 Penalty: 3410.961426
	Iteration 66Q: 3 clusters Score -3795545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3795540.250000 Penalty: 3410.961426
	Iteration 67Q: 3 clusters Score -3795540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -3795549.000000 Penalty: 3410.961426
	Iteration 68Q: 3 clusters Score -3795549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3795552.750000 Penalty: 3410.961426
	Iteration 69Q: 3 clusters Score -3795553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -3795552.500000 Penalty: 3410.961426
	Iteration 70Q: 3 clusters Score -3795552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3795555.500000 Penalty: 3410.961426
	Iteration 71Q: 3 clusters Score -3795556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3795556.000000 Penalty: 3410.961426
	Iteration 72Q: 3 clusters Score -3795556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3795560.500000 Penalty: 3410.961426
	Iteration 73Q: 3 clusters Score -3795560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3795563.250000 Penalty: 3410.961426
	Iteration 74Q: 3 clusters Score -3795563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3795565.000000 Penalty: 3410.961426
	Iteration 75Q: 3 clusters Score -3795565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3795561.000000 Penalty: 3410.961426
	Iteration 76Q: 3 clusters Score -3795561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3795563.000000 Penalty: 3410.961426
	Iteration 77Q: 3 clusters Score -3795563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3795564.750000 Penalty: 3410.961426
	Iteration 78Q: 3 clusters Score -3795565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3795560.500000 Penalty: 3410.961426
	Iteration 79Q: 3 clusters Score -3795560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3795557.000000 Penalty: 3410.961426
	Iteration 80F: 3 clusters Score -3795557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3795559.500000 Penalty: 3410.961426
	Iteration 81Q: 3 clusters Score -3795560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3795560.500000 Penalty: 3410.961426
	Iteration 82Q: 3 clusters Score -3795560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3795563.750000 Penalty: 3410.961426
	Iteration 83Q: 3 clusters Score -3795564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3795563.750000 Penalty: 3410.961426
	Iteration 84Q: 3 clusters Score -3795564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3795568.250000 Penalty: 3410.961426
	Iteration 85Q: 3 clusters Score -3795568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3795572.250000 Penalty: 3410.961426
	Iteration 86Q: 3 clusters Score -3795572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3795568.250000 Penalty: 3410.961426
	Iteration 87Q: 3 clusters Score -3795568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3795564.750000 Penalty: 3410.961426
	Iteration 88Q: 3 clusters Score -3795565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3795564.750000 Penalty: 3410.961426
	Iteration 89Q: 3 clusters Score -3795565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3795569.250000 Penalty: 3410.961426
	Iteration 90Q: 3 clusters Score -3795569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3795570.750000 Penalty: 3410.961426
	Iteration 91Q: 3 clusters Score -3795571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3795570.500000 Penalty: 3410.961426
	Iteration 92Q: 3 clusters Score -3795570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3795570.250000 Penalty: 3410.961426
	Iteration 93Q: 3 clusters Score -3795570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3795577.000000 Penalty: 3410.961426
	Iteration 94Q: 3 clusters Score -3795577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3795576.000000 Penalty: 3410.961426
	Iteration 95Q: 3 clusters Score -3795576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3795574.750000 Penalty: 3410.961426
	Iteration 96Q: 3 clusters Score -3795575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3795570.250000 Penalty: 3410.961426
	Iteration 97Q: 3 clusters Score -3795570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3795572.250000 Penalty: 3410.961426
	Iteration 98Q: 3 clusters Score -3795572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3795577.250000 Penalty: 3410.961426
	Iteration 99Q: 3 clusters Score -3795577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -3795571.250000 Penalty: 3410.961426
	Iteration 100F: 3 clusters Score -3795571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3795572.750000 Penalty: 3410.961426
	Iteration 101Q: 3 clusters Score -3795573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3795569.000000 Penalty: 3410.961426
	Iteration 102Q: 3 clusters Score -3795569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3795573.500000 Penalty: 3410.961426
	Iteration 103Q: 3 clusters Score -3795574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3795573.500000 Penalty: 3410.961426
	Iteration 104F: 3 clusters Score -3795574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (225313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225313 members 
Entering Unmasked Estep 
Score: -24020086.000000 Penalty: 2002.852417
	Iteration 0F: 2 clusters Score -2.402009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -23874592.000000 Penalty: 4005.704834
	Iteration 0F: 3 clusters Score -2.387459e+07 nChanged 109459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -23939084.000000 Penalty: 4005.704834
	Iteration 1F: 3 clusters Score -2.393908e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -23940304.000000 Penalty: 4005.704834
	Iteration 2Q: 3 clusters Score -2.39403e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -23942108.000000 Penalty: 4005.704834
	Iteration 3Q: 3 clusters Score -2.394211e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -23944750.000000 Penalty: 4005.704834
	Iteration 4Q: 3 clusters Score -2.394475e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -23949494.000000 Penalty: 4005.704834
	Iteration 5Q: 3 clusters Score -2.394949e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
Score: -23956652.000000 Penalty: 4005.704834
	Iteration 6F: 3 clusters Score -2.395665e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -23967300.000000 Penalty: 4005.704834
	Iteration 7F: 3 clusters Score -2.39673e+07 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 167919 members 
Entering Unmasked Estep 
Score: -23979222.000000 Penalty: 4005.704834
	Iteration 8F: 3 clusters Score -2.397922e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -23990896.000000 Penalty: 4005.704834
	Iteration 9F: 3 clusters Score -2.39909e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 186853 members 
Entering Unmasked Estep 
Score: -23998164.000000 Penalty: 4005.704834
	Iteration 10Q: 3 clusters Score -2.399816e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 192130 members 
Entering Unmasked Estep 
Score: -24001780.000000 Penalty: 4005.704834
	Iteration 11Q: 3 clusters Score -2.400178e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 196295 members 
Entering Unmasked Estep 
Score: -24003982.000000 Penalty: 4005.704834
	Iteration 12Q: 3 clusters Score -2.400398e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 200103 members 
Entering Unmasked Estep 
Score: -24005874.000000 Penalty: 4005.704834
	Iteration 13Q: 3 clusters Score -2.400587e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -24007556.000000 Penalty: 4005.704834
	Iteration 14Q: 3 clusters Score -2.400756e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 206526 members 
Entering Unmasked Estep 
Score: -24009154.000000 Penalty: 4005.704834
	Iteration 15Q: 3 clusters Score -2.400915e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -24010642.000000 Penalty: 4005.704834
	Iteration 16Q: 3 clusters Score -2.401064e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 211537 members 
Entering Unmasked Estep 
Score: -24011786.000000 Penalty: 4005.704834
	Iteration 17Q: 3 clusters Score -2.401179e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 213534 members 
Entering Unmasked Estep 
Score: -24012690.000000 Penalty: 4005.704834
	Iteration 18Q: 3 clusters Score -2.401269e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 215254 members 
Entering Unmasked Estep 
Score: -24013560.000000 Penalty: 4005.704834
	Iteration 19Q: 3 clusters Score -2.401356e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -24014506.000000 Penalty: 4005.704834
	Iteration 20F: 3 clusters Score -2.401451e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 218132 members 
Entering Unmasked Estep 
Score: -24015340.000000 Penalty: 4005.704834
	Iteration 21Q: 3 clusters Score -2.401534e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 219270 members 
Entering Unmasked Estep 
Score: -24016000.000000 Penalty: 4005.704834
	Iteration 22Q: 3 clusters Score -2.4016e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 220165 members 
Entering Unmasked Estep 
Score: -24016486.000000 Penalty: 4005.704834
	Iteration 23Q: 3 clusters Score -2.401649e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 220851 members 
Entering Unmasked Estep 
Score: -24016918.000000 Penalty: 4005.704834
	Iteration 24Q: 3 clusters Score -2.401692e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 221350 members 
Entering Unmasked Estep 
Score: -24017248.000000 Penalty: 4005.704834
	Iteration 25Q: 3 clusters Score -2.401725e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 221769 members 
Entering Unmasked Estep 
Score: -24017500.000000 Penalty: 4005.704834
	Iteration 26Q: 3 clusters Score -2.40175e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 222102 members 
Entering Unmasked Estep 
Score: -24017710.000000 Penalty: 4005.704834
	Iteration 27Q: 3 clusters Score -2.401771e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 222365 members 
Entering Unmasked Estep 
Score: -24017856.000000 Penalty: 4005.704834
	Iteration 28Q: 3 clusters Score -2.401786e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 222554 members 
Entering Unmasked Estep 
Score: -24018010.000000 Penalty: 4005.704834
	Iteration 29Q: 3 clusters Score -2.401801e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 222708 members 
Entering Unmasked Estep 
Score: -24018134.000000 Penalty: 4005.704834
	Iteration 30Q: 3 clusters Score -2.401813e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 222818 members 
Entering Unmasked Estep 
Score: -24018200.000000 Penalty: 4005.704834
	Iteration 31Q: 3 clusters Score -2.40182e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 222934 members 
Entering Unmasked Estep 
Score: -24018234.000000 Penalty: 4005.704834
	Iteration 32Q: 3 clusters Score -2.401823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 223014 members 
Entering Unmasked Estep 
Score: -24018282.000000 Penalty: 4005.704834
	Iteration 33Q: 3 clusters Score -2.401828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 223078 members 
Entering Unmasked Estep 
Score: -24018302.000000 Penalty: 4005.704834
	Iteration 34Q: 3 clusters Score -2.40183e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223131 members 
Entering Unmasked Estep 
Score: -24018304.000000 Penalty: 4005.704834
	Iteration 35Q: 3 clusters Score -2.40183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 223190 members 
Entering Unmasked Estep 
Score: -24018316.000000 Penalty: 4005.704834
	Iteration 36Q: 3 clusters Score -2.401832e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 223231 members 
Entering Unmasked Estep 
Score: -24018316.000000 Penalty: 4005.704834
	Iteration 37Q: 3 clusters Score -2.401832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 223275 members 
Entering Unmasked Estep 
Score: -24018348.000000 Penalty: 4005.704834
	Iteration 38Q: 3 clusters Score -2.401835e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 223321 members 
Entering Unmasked Estep 
Score: -24018356.000000 Penalty: 4005.704834
	Iteration 39Q: 3 clusters Score -2.401836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -24018374.000000 Penalty: 4005.704834
	Iteration 40F: 3 clusters Score -2.401837e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 223426 members 
Entering Unmasked Estep 
Score: -24018416.000000 Penalty: 4005.704834
	Iteration 41Q: 3 clusters Score -2.401842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 223469 members 
Entering Unmasked Estep 
Score: -24018426.000000 Penalty: 4005.704834
	Iteration 42Q: 3 clusters Score -2.401843e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 223493 members 
Entering Unmasked Estep 
Score: -24018454.000000 Penalty: 4005.704834
	Iteration 43Q: 3 clusters Score -2.401845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 223521 members 
Entering Unmasked Estep 
Score: -24018472.000000 Penalty: 4005.704834
	Iteration 44Q: 3 clusters Score -2.401847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -24018506.000000 Penalty: 4005.704834
	Iteration 45Q: 3 clusters Score -2.401851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 223563 members 
Entering Unmasked Estep 
Score: -24018558.000000 Penalty: 4005.704834
	Iteration 46Q: 3 clusters Score -2.401856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 223576 members 
Entering Unmasked Estep 
Score: -24018548.000000 Penalty: 4005.704834
	Iteration 47Q: 3 clusters Score -2.401855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -24018564.000000 Penalty: 4005.704834
	Iteration 48Q: 3 clusters Score -2.401856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 223609 members 
Entering Unmasked Estep 
Score: -24018566.000000 Penalty: 4005.704834
	Iteration 49Q: 3 clusters Score -2.401857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 223619 members 
Entering Unmasked Estep 
Score: -24018582.000000 Penalty: 4005.704834
	Iteration 50Q: 3 clusters Score -2.401858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 223631 members 
Entering Unmasked Estep 
Score: -24018592.000000 Penalty: 4005.704834
	Iteration 51Q: 3 clusters Score -2.401859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -24018598.000000 Penalty: 4005.704834
	Iteration 52Q: 3 clusters Score -2.40186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 223658 members 
Entering Unmasked Estep 
Score: -24018606.000000 Penalty: 4005.704834
	Iteration 53Q: 3 clusters Score -2.401861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 223666 members 
Entering Unmasked Estep 
Score: -24018612.000000 Penalty: 4005.704834
	Iteration 54Q: 3 clusters Score -2.401861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 223671 members 
Entering Unmasked Estep 
Score: -24018620.000000 Penalty: 4005.704834
	Iteration 55Q: 3 clusters Score -2.401862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 223683 members 
Entering Unmasked Estep 
Score: -24018612.000000 Penalty: 4005.704834
	Iteration 56Q: 3 clusters Score -2.401861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 223690 members 
Entering Unmasked Estep 
Score: -24018614.000000 Penalty: 4005.704834
	Iteration 57Q: 3 clusters Score -2.401861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 223697 members 
Entering Unmasked Estep 
Score: -24018626.000000 Penalty: 4005.704834
	Iteration 58Q: 3 clusters Score -2.401863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 223703 members 
Entering Unmasked Estep 
Score: -24018632.000000 Penalty: 4005.704834
	Iteration 59Q: 3 clusters Score -2.401863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 223708 members 
Entering Unmasked Estep 
Score: -24018636.000000 Penalty: 4005.704834
	Iteration 60F: 3 clusters Score -2.401864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 223714 members 
Entering Unmasked Estep 
Score: -24018632.000000 Penalty: 4005.704834
	Iteration 61Q: 3 clusters Score -2.401863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 223720 members 
Entering Unmasked Estep 
Score: -24018626.000000 Penalty: 4005.704834
	Iteration 62Q: 3 clusters Score -2.401863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 223722 members 
Entering Unmasked Estep 
Score: -24018622.000000 Penalty: 4005.704834
	Iteration 63Q: 3 clusters Score -2.401862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 223721 members 
Entering Unmasked Estep 
Score: -24018636.000000 Penalty: 4005.704834
	Iteration 64Q: 3 clusters Score -2.401864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 223721 members 
Entering Unmasked Estep 
Score: -24018636.000000 Penalty: 4005.704834
	Iteration 65F: 3 clusters Score -2.401864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -167352.921875 Penalty: 1198.377197
	Iteration 0F: 2 clusters Score -167352.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165514.109375 Penalty: 2396.754395
	Iteration 0F: 3 clusters Score -165514.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165855.859375 Penalty: 2396.754395
	Iteration 1F: 3 clusters Score -165855.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165927.921875 Penalty: 2396.754395
	Iteration 2F: 3 clusters Score -165927.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165969.421875 Penalty: 2396.754395
	Iteration 3Q: 3 clusters Score -165969.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166003.890625 Penalty: 2396.754395
	Iteration 4Q: 3 clusters Score -166003.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166024.562500 Penalty: 2396.754395
	Iteration 5Q: 3 clusters Score -166024.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166036.546875 Penalty: 2396.754395
	Iteration 6Q: 3 clusters Score -166036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166042.781250 Penalty: 2396.754395
	Iteration 7Q: 3 clusters Score -166042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166046.734375 Penalty: 2396.754395
	Iteration 8Q: 3 clusters Score -166046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166052.812500 Penalty: 2396.754395
	Iteration 9Q: 3 clusters Score -166052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -166058.406250 Penalty: 2396.754395
	Iteration 10Q: 3 clusters Score -166058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166064.828125 Penalty: 2396.754395
	Iteration 11Q: 3 clusters Score -166064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166074.968750 Penalty: 2396.754395
	Iteration 12Q: 3 clusters Score -166075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166082.218750 Penalty: 2396.754395
	Iteration 13Q: 3 clusters Score -166082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -166090.000000 Penalty: 2396.754395
	Iteration 14Q: 3 clusters Score -166090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -166099.500000 Penalty: 2396.754395
	Iteration 15Q: 3 clusters Score -166099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -166107.859375 Penalty: 2396.754395
	Iteration 16Q: 3 clusters Score -166107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166116.828125 Penalty: 2396.754395
	Iteration 17Q: 3 clusters Score -166116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166126.937500 Penalty: 2396.754395
	Iteration 18Q: 3 clusters Score -166126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166133.718750 Penalty: 2396.754395
	Iteration 19Q: 3 clusters Score -166133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166137.437500 Penalty: 2396.754395
	Iteration 20F: 3 clusters Score -166137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166141.765625 Penalty: 2396.754395
	Iteration 21Q: 3 clusters Score -166141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166144.281250 Penalty: 2396.754395
	Iteration 22Q: 3 clusters Score -166144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -166145.875000 Penalty: 2396.754395
	Iteration 23Q: 3 clusters Score -166145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -166146.562500 Penalty: 2396.754395
	Iteration 24Q: 3 clusters Score -166146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166147.468750 Penalty: 2396.754395
	Iteration 25Q: 3 clusters Score -166147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166148.140625 Penalty: 2396.754395
	Iteration 26Q: 3 clusters Score -166148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166148.281250 Penalty: 2396.754395
	Iteration 27Q: 3 clusters Score -166148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166148.281250 Penalty: 2396.754395
	Iteration 28F: 3 clusters Score -166148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -476729.312500 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -476729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -473133.375000 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -473133.4 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -474078.312500 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -474078.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -474215.250000 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -474215.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -474315.500000 Penalty: 2728.089355
	Iteration 3Q: 3 clusters Score -474315.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -474396.218750 Penalty: 2728.089355
	Iteration 4Q: 3 clusters Score -474396.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -474464.562500 Penalty: 2728.089355
	Iteration 5Q: 3 clusters Score -474464.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -474529.843750 Penalty: 2728.089355
	Iteration 6Q: 3 clusters Score -474529.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -474585.343750 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -474585.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -474634.562500 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -474634.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -474683.000000 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -474683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -474741.187500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -474741.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -474793.187500 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -474793.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -474837.187500 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -474837.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -474872.343750 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -474872.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -474909.375000 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -474909.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -474942.687500 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -474942.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -474974.437500 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -474974.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -475004.656250 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -475004.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -475035.812500 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -475035.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -475081.187500 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -475081.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -475128.656250 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -475128.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -475169.000000 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -475169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -475206.000000 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -475206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -475247.531250 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -475247.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -475279.281250 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -475279.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -475315.468750 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -475315.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -475356.281250 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -475356.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -475397.062500 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -475397.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -475426.218750 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -475426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -475448.562500 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -475448.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -475466.625000 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -475466.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -475476.875000 Penalty: 2728.089355
	Iteration 31Q: 3 clusters Score -475476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -475483.125000 Penalty: 2728.089355
	Iteration 32Q: 3 clusters Score -475483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -475486.375000 Penalty: 2728.089355
	Iteration 33Q: 3 clusters Score -475486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -475488.062500 Penalty: 2728.089355
	Iteration 34Q: 3 clusters Score -475488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -475490.062500 Penalty: 2728.089355
	Iteration 35Q: 3 clusters Score -475490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -475489.937500 Penalty: 2728.089355
	Iteration 36Q: 3 clusters Score -475489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -475489.937500 Penalty: 2728.089355
	Iteration 37F: 3 clusters Score -475489.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1269669.125000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -1269669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1261442.375000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -1261442 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1264038.250000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -1264038 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1264310.875000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -1264311 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1264593.125000 Penalty: 3043.218018
	Iteration 3Q: 3 clusters Score -1264593 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1264917.625000 Penalty: 3043.218018
	Iteration 4Q: 3 clusters Score -1264918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1265212.375000 Penalty: 3043.218018
	Iteration 5Q: 3 clusters Score -1265212 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1265518.000000 Penalty: 3043.218018
	Iteration 6Q: 3 clusters Score -1265518 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1265819.375000 Penalty: 3043.218018
	Iteration 7Q: 3 clusters Score -1265819 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1266149.625000 Penalty: 3043.218018
	Iteration 8Q: 3 clusters Score -1266150 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1266442.500000 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -1266442 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1266643.625000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -1266644 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1266827.125000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -1266827 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1266965.375000 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -1266965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1267077.000000 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -1267077 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1267155.625000 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -1267156 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1267229.500000 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -1267230 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1267275.750000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -1267276 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1267313.125000 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -1267313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1267342.750000 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -1267343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1267372.750000 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -1267373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1267399.875000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -1267400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1267423.875000 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -1267424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1267438.125000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -1267438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1267457.375000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -1267457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1267474.250000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -1267474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1267484.875000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -1267485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1267496.375000 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -1267496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1267501.750000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -1267502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1267509.750000 Penalty: 3043.218018
	Iteration 28Q: 3 clusters Score -1267510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1267517.500000 Penalty: 3043.218018
	Iteration 29Q: 3 clusters Score -1267518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1267524.250000 Penalty: 3043.218018
	Iteration 30Q: 3 clusters Score -1267524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1267529.500000 Penalty: 3043.218018
	Iteration 31Q: 3 clusters Score -1267530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1267539.750000 Penalty: 3043.218018
	Iteration 32Q: 3 clusters Score -1267540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1267547.125000 Penalty: 3043.218018
	Iteration 33Q: 3 clusters Score -1267547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1267561.875000 Penalty: 3043.218018
	Iteration 34Q: 3 clusters Score -1267562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1267570.750000 Penalty: 3043.218018
	Iteration 35Q: 3 clusters Score -1267571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1267582.000000 Penalty: 3043.218018
	Iteration 36Q: 3 clusters Score -1267582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1267590.375000 Penalty: 3043.218018
	Iteration 37Q: 3 clusters Score -1267590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1267601.750000 Penalty: 3043.218018
	Iteration 38Q: 3 clusters Score -1267602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1267615.125000 Penalty: 3043.218018
	Iteration 39Q: 3 clusters Score -1267615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1267632.750000 Penalty: 3043.218018
	Iteration 40F: 3 clusters Score -1267633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1267647.375000 Penalty: 3043.218018
	Iteration 41Q: 3 clusters Score -1267647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1267660.875000 Penalty: 3043.218018
	Iteration 42Q: 3 clusters Score -1267661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1267674.000000 Penalty: 3043.218018
	Iteration 43Q: 3 clusters Score -1267674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1267698.500000 Penalty: 3043.218018
	Iteration 44Q: 3 clusters Score -1267698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1267715.250000 Penalty: 3043.218018
	Iteration 45Q: 3 clusters Score -1267715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1267741.250000 Penalty: 3043.218018
	Iteration 46Q: 3 clusters Score -1267741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1267766.500000 Penalty: 3043.218018
	Iteration 47Q: 3 clusters Score -1267766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1267787.375000 Penalty: 3043.218018
	Iteration 48Q: 3 clusters Score -1267787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1267812.125000 Penalty: 3043.218018
	Iteration 49Q: 3 clusters Score -1267812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1267827.250000 Penalty: 3043.218018
	Iteration 50Q: 3 clusters Score -1267827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1267848.000000 Penalty: 3043.218018
	Iteration 51Q: 3 clusters Score -1267848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1267866.875000 Penalty: 3043.218018
	Iteration 52Q: 3 clusters Score -1267867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1267884.250000 Penalty: 3043.218018
	Iteration 53Q: 3 clusters Score -1267884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1267910.125000 Penalty: 3043.218018
	Iteration 54Q: 3 clusters Score -1267910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1267938.500000 Penalty: 3043.218018
	Iteration 55Q: 3 clusters Score -1267938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1267970.750000 Penalty: 3043.218018
	Iteration 56Q: 3 clusters Score -1267971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1268000.750000 Penalty: 3043.218018
	Iteration 57Q: 3 clusters Score -1268001 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1268031.125000 Penalty: 3043.218018
	Iteration 58Q: 3 clusters Score -1268031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1268065.250000 Penalty: 3043.218018
	Iteration 59Q: 3 clusters Score -1268065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1268104.750000 Penalty: 3043.218018
	Iteration 60F: 3 clusters Score -1268105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1268136.125000 Penalty: 3043.218018
	Iteration 61Q: 3 clusters Score -1268136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1268162.000000 Penalty: 3043.218018
	Iteration 62Q: 3 clusters Score -1268162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1268185.125000 Penalty: 3043.218018
	Iteration 63Q: 3 clusters Score -1268185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1268200.750000 Penalty: 3043.218018
	Iteration 64Q: 3 clusters Score -1268201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1268222.500000 Penalty: 3043.218018
	Iteration 65Q: 3 clusters Score -1268222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1268243.375000 Penalty: 3043.218018
	Iteration 66Q: 3 clusters Score -1268243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1268267.500000 Penalty: 3043.218018
	Iteration 67Q: 3 clusters Score -1268268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1268285.250000 Penalty: 3043.218018
	Iteration 68Q: 3 clusters Score -1268285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1268301.250000 Penalty: 3043.218018
	Iteration 69Q: 3 clusters Score -1268301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1268305.875000 Penalty: 3043.218018
	Iteration 70Q: 3 clusters Score -1268306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1268311.625000 Penalty: 3043.218018
	Iteration 71Q: 3 clusters Score -1268312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1268315.875000 Penalty: 3043.218018
	Iteration 72Q: 3 clusters Score -1268316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1268321.375000 Penalty: 3043.218018
	Iteration 73Q: 3 clusters Score -1268321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1268322.625000 Penalty: 3043.218018
	Iteration 74Q: 3 clusters Score -1268323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1268329.000000 Penalty: 3043.218018
	Iteration 75Q: 3 clusters Score -1268329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1268333.000000 Penalty: 3043.218018
	Iteration 76Q: 3 clusters Score -1268333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1268336.125000 Penalty: 3043.218018
	Iteration 77Q: 3 clusters Score -1268336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1268339.000000 Penalty: 3043.218018
	Iteration 78Q: 3 clusters Score -1268339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1268343.750000 Penalty: 3043.218018
	Iteration 79Q: 3 clusters Score -1268344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1268346.750000 Penalty: 3043.218018
	Iteration 80F: 3 clusters Score -1268347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1268347.000000 Penalty: 3043.218018
	Iteration 81Q: 3 clusters Score -1268347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1268352.125000 Penalty: 3043.218018
	Iteration 82Q: 3 clusters Score -1268352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1268355.250000 Penalty: 3043.218018
	Iteration 83Q: 3 clusters Score -1268355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1268358.125000 Penalty: 3043.218018
	Iteration 84Q: 3 clusters Score -1268358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1268366.125000 Penalty: 3043.218018
	Iteration 85Q: 3 clusters Score -1268366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1268369.750000 Penalty: 3043.218018
	Iteration 86Q: 3 clusters Score -1268370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1268377.125000 Penalty: 3043.218018
	Iteration 87Q: 3 clusters Score -1268377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1268378.375000 Penalty: 3043.218018
	Iteration 88Q: 3 clusters Score -1268378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1268380.500000 Penalty: 3043.218018
	Iteration 89Q: 3 clusters Score -1268380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1268381.000000 Penalty: 3043.218018
	Iteration 90Q: 3 clusters Score -1268381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1268381.375000 Penalty: 3043.218018
	Iteration 91Q: 3 clusters Score -1268381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1268381.375000 Penalty: 3043.218018
	Iteration 92F: 3 clusters Score -1268381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Entering Unmasked Estep 
Score: -1054262.250000 Penalty: 1491.126465
	Iteration 0F: 2 clusters Score -1054262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1047295.625000 Penalty: 2982.252930
	Iteration 0F: 3 clusters Score -1047296 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1049538.625000 Penalty: 2982.252930
	Iteration 1F: 3 clusters Score -1049539 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1049742.750000 Penalty: 2982.252930
	Iteration 2F: 3 clusters Score -1049743 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1049906.500000 Penalty: 2982.252930
	Iteration 3Q: 3 clusters Score -1049906 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1050047.750000 Penalty: 2982.252930
	Iteration 4Q: 3 clusters Score -1050048 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1050190.875000 Penalty: 2982.252930
	Iteration 5Q: 3 clusters Score -1050191 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1050324.500000 Penalty: 2982.252930
	Iteration 6Q: 3 clusters Score -1050324 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1050476.500000 Penalty: 2982.252930
	Iteration 7Q: 3 clusters Score -1050476 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1050654.125000 Penalty: 2982.252930
	Iteration 8Q: 3 clusters Score -1050654 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1050870.625000 Penalty: 2982.252930
	Iteration 9Q: 3 clusters Score -1050871 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1051131.125000 Penalty: 2982.252930
	Iteration 10Q: 3 clusters Score -1051131 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1051391.500000 Penalty: 2982.252930
	Iteration 11Q: 3 clusters Score -1051392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1051686.250000 Penalty: 2982.252930
	Iteration 12Q: 3 clusters Score -1051686 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1052003.375000 Penalty: 2982.252930
	Iteration 13Q: 3 clusters Score -1052003 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1052240.125000 Penalty: 2982.252930
	Iteration 14Q: 3 clusters Score -1052240 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1052401.500000 Penalty: 2982.252930
	Iteration 15Q: 3 clusters Score -1052402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1052509.625000 Penalty: 2982.252930
	Iteration 16Q: 3 clusters Score -1052510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1052575.125000 Penalty: 2982.252930
	Iteration 17Q: 3 clusters Score -1052575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1052607.750000 Penalty: 2982.252930
	Iteration 18Q: 3 clusters Score -1052608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1052647.625000 Penalty: 2982.252930
	Iteration 19Q: 3 clusters Score -1052648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1052673.375000 Penalty: 2982.252930
	Iteration 20F: 3 clusters Score -1052673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1052689.500000 Penalty: 2982.252930
	Iteration 21Q: 3 clusters Score -1052690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1052707.000000 Penalty: 2982.252930
	Iteration 22Q: 3 clusters Score -1052707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1052714.625000 Penalty: 2982.252930
	Iteration 23Q: 3 clusters Score -1052715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1052728.250000 Penalty: 2982.252930
	Iteration 24Q: 3 clusters Score -1052728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1052744.750000 Penalty: 2982.252930
	Iteration 25Q: 3 clusters Score -1052745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1052755.625000 Penalty: 2982.252930
	Iteration 26Q: 3 clusters Score -1052756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1052762.625000 Penalty: 2982.252930
	Iteration 27Q: 3 clusters Score -1052763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1052773.000000 Penalty: 2982.252930
	Iteration 28Q: 3 clusters Score -1052773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1052780.375000 Penalty: 2982.252930
	Iteration 29Q: 3 clusters Score -1052780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1052783.875000 Penalty: 2982.252930
	Iteration 30Q: 3 clusters Score -1052784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1052789.500000 Penalty: 2982.252930
	Iteration 31Q: 3 clusters Score -1052790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1052791.750000 Penalty: 2982.252930
	Iteration 32Q: 3 clusters Score -1052792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1052796.125000 Penalty: 2982.252930
	Iteration 33Q: 3 clusters Score -1052796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1052801.250000 Penalty: 2982.252930
	Iteration 34Q: 3 clusters Score -1052801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1052805.875000 Penalty: 2982.252930
	Iteration 35Q: 3 clusters Score -1052806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1052809.625000 Penalty: 2982.252930
	Iteration 36Q: 3 clusters Score -1052810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1052810.000000 Penalty: 2982.252930
	Iteration 37Q: 3 clusters Score -1052810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1052813.500000 Penalty: 2982.252930
	Iteration 38Q: 3 clusters Score -1052814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1052815.125000 Penalty: 2982.252930
	Iteration 39Q: 3 clusters Score -1052815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1052817.375000 Penalty: 2982.252930
	Iteration 40F: 3 clusters Score -1052817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1052818.000000 Penalty: 2982.252930
	Iteration 41Q: 3 clusters Score -1052818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1052819.500000 Penalty: 2982.252930
	Iteration 42Q: 3 clusters Score -1052820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1052823.750000 Penalty: 2982.252930
	Iteration 43Q: 3 clusters Score -1052824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1052827.375000 Penalty: 2982.252930
	Iteration 44Q: 3 clusters Score -1052827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1052829.750000 Penalty: 2982.252930
	Iteration 45Q: 3 clusters Score -1052830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1052831.750000 Penalty: 2982.252930
	Iteration 46Q: 3 clusters Score -1052832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1052833.625000 Penalty: 2982.252930
	Iteration 47Q: 3 clusters Score -1052834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1052836.750000 Penalty: 2982.252930
	Iteration 48Q: 3 clusters Score -1052837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1052838.625000 Penalty: 2982.252930
	Iteration 49Q: 3 clusters Score -1052839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1052840.875000 Penalty: 2982.252930
	Iteration 50Q: 3 clusters Score -1052841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1052846.250000 Penalty: 2982.252930
	Iteration 51Q: 3 clusters Score -1052846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1052851.000000 Penalty: 2982.252930
	Iteration 52Q: 3 clusters Score -1052851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1052855.875000 Penalty: 2982.252930
	Iteration 53Q: 3 clusters Score -1052856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1052860.375000 Penalty: 2982.252930
	Iteration 54Q: 3 clusters Score -1052860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1052863.500000 Penalty: 2982.252930
	Iteration 55Q: 3 clusters Score -1052864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1052868.875000 Penalty: 2982.252930
	Iteration 56Q: 3 clusters Score -1052869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1052870.875000 Penalty: 2982.252930
	Iteration 57Q: 3 clusters Score -1052871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1052876.250000 Penalty: 2982.252930
	Iteration 58Q: 3 clusters Score -1052876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1052879.500000 Penalty: 2982.252930
	Iteration 59Q: 3 clusters Score -1052880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1052882.000000 Penalty: 2982.252930
	Iteration 60F: 3 clusters Score -1052882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1052883.750000 Penalty: 2982.252930
	Iteration 61Q: 3 clusters Score -1052884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1052888.250000 Penalty: 2982.252930
	Iteration 62Q: 3 clusters Score -1052888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1052893.250000 Penalty: 2982.252930
	Iteration 63Q: 3 clusters Score -1052893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1052895.875000 Penalty: 2982.252930
	Iteration 64Q: 3 clusters Score -1052896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1052903.250000 Penalty: 2982.252930
	Iteration 65Q: 3 clusters Score -1052903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1052907.250000 Penalty: 2982.252930
	Iteration 66Q: 3 clusters Score -1052907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1052911.125000 Penalty: 2982.252930
	Iteration 67Q: 3 clusters Score -1052911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1052913.250000 Penalty: 2982.252930
	Iteration 68Q: 3 clusters Score -1052913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1052917.750000 Penalty: 2982.252930
	Iteration 69Q: 3 clusters Score -1052918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1052919.125000 Penalty: 2982.252930
	Iteration 70Q: 3 clusters Score -1052919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1052920.000000 Penalty: 2982.252930
	Iteration 71Q: 3 clusters Score -1052920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1052923.125000 Penalty: 2982.252930
	Iteration 72Q: 3 clusters Score -1052923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1052924.500000 Penalty: 2982.252930
	Iteration 73Q: 3 clusters Score -1052924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1052926.625000 Penalty: 2982.252930
	Iteration 74Q: 3 clusters Score -1052927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1052928.250000 Penalty: 2982.252930
	Iteration 75Q: 3 clusters Score -1052928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1052930.250000 Penalty: 2982.252930
	Iteration 76Q: 3 clusters Score -1052930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1052934.250000 Penalty: 2982.252930
	Iteration 77Q: 3 clusters Score -1052934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1052936.875000 Penalty: 2982.252930
	Iteration 78Q: 3 clusters Score -1052937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1052936.375000 Penalty: 2982.252930
	Iteration 79Q: 3 clusters Score -1052936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1052938.625000 Penalty: 2982.252930
	Iteration 80F: 3 clusters Score -1052939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1052942.750000 Penalty: 2982.252930
	Iteration 81Q: 3 clusters Score -1052943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1052942.125000 Penalty: 2982.252930
	Iteration 82Q: 3 clusters Score -1052942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1052944.375000 Penalty: 2982.252930
	Iteration 83Q: 3 clusters Score -1052944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1052944.500000 Penalty: 2982.252930
	Iteration 84Q: 3 clusters Score -1052944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1052947.750000 Penalty: 2982.252930
	Iteration 85Q: 3 clusters Score -1052948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1052950.500000 Penalty: 2982.252930
	Iteration 86Q: 3 clusters Score -1052950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1052950.375000 Penalty: 2982.252930
	Iteration 87Q: 3 clusters Score -1052950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1052950.125000 Penalty: 2982.252930
	Iteration 88Q: 3 clusters Score -1052950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1052953.125000 Penalty: 2982.252930
	Iteration 89Q: 3 clusters Score -1052953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1052954.000000 Penalty: 2982.252930
	Iteration 90Q: 3 clusters Score -1052954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1052953.625000 Penalty: 2982.252930
	Iteration 91Q: 3 clusters Score -1052954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1052960.125000 Penalty: 2982.252930
	Iteration 92Q: 3 clusters Score -1052960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1052962.875000 Penalty: 2982.252930
	Iteration 93Q: 3 clusters Score -1052963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1052966.875000 Penalty: 2982.252930
	Iteration 94Q: 3 clusters Score -1052967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1052969.500000 Penalty: 2982.252930
	Iteration 95Q: 3 clusters Score -1052970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1052970.500000 Penalty: 2982.252930
	Iteration 96Q: 3 clusters Score -1052970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1052973.625000 Penalty: 2982.252930
	Iteration 97Q: 3 clusters Score -1052974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1052974.375000 Penalty: 2982.252930
	Iteration 98Q: 3 clusters Score -1052974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1052973.750000 Penalty: 2982.252930
	Iteration 99Q: 3 clusters Score -1052974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1052975.500000 Penalty: 2982.252930
	Iteration 100F: 3 clusters Score -1052976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1052978.000000 Penalty: 2982.252930
	Iteration 101Q: 3 clusters Score -1052978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1052981.000000 Penalty: 2982.252930
	Iteration 102Q: 3 clusters Score -1052981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1052981.500000 Penalty: 2982.252930
	Iteration 103Q: 3 clusters Score -1052982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1052983.125000 Penalty: 2982.252930
	Iteration 104Q: 3 clusters Score -1052983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1052984.125000 Penalty: 2982.252930
	Iteration 105Q: 3 clusters Score -1052984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1052984.375000 Penalty: 2982.252930
	Iteration 106Q: 3 clusters Score -1052984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1052986.125000 Penalty: 2982.252930
	Iteration 107Q: 3 clusters Score -1052986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1052986.000000 Penalty: 2982.252930
	Iteration 108Q: 3 clusters Score -1052986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1052986.000000 Penalty: 2982.252930
	Iteration 109F: 3 clusters Score -1052986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1479788.500000 Penalty: 1546.060059
	Iteration 0F: 2 clusters Score -1479788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1470367.625000 Penalty: 3092.120117
	Iteration 0F: 3 clusters Score -1470368 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1473609.625000 Penalty: 3092.120117
	Iteration 1F: 3 clusters Score -1473610 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1473832.000000 Penalty: 3092.120117
	Iteration 2F: 3 clusters Score -1473832 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1473989.500000 Penalty: 3092.120117
	Iteration 3Q: 3 clusters Score -1473990 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1474162.750000 Penalty: 3092.120117
	Iteration 4Q: 3 clusters Score -1474163 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1474346.000000 Penalty: 3092.120117
	Iteration 5Q: 3 clusters Score -1474346 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1474555.125000 Penalty: 3092.120117
	Iteration 6Q: 3 clusters Score -1474555 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1474811.625000 Penalty: 3092.120117
	Iteration 7Q: 3 clusters Score -1474812 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1475106.125000 Penalty: 3092.120117
	Iteration 8Q: 3 clusters Score -1475106 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1475455.000000 Penalty: 3092.120117
	Iteration 9Q: 3 clusters Score -1475455 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1475860.000000 Penalty: 3092.120117
	Iteration 10Q: 3 clusters Score -1475860 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1476272.000000 Penalty: 3092.120117
	Iteration 11Q: 3 clusters Score -1476272 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1476613.375000 Penalty: 3092.120117
	Iteration 12Q: 3 clusters Score -1476613 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1476835.875000 Penalty: 3092.120117
	Iteration 13Q: 3 clusters Score -1476836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1476981.125000 Penalty: 3092.120117
	Iteration 14Q: 3 clusters Score -1476981 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1477063.250000 Penalty: 3092.120117
	Iteration 15Q: 3 clusters Score -1477063 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1477124.250000 Penalty: 3092.120117
	Iteration 16Q: 3 clusters Score -1477124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1477171.750000 Penalty: 3092.120117
	Iteration 17Q: 3 clusters Score -1477172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1477213.625000 Penalty: 3092.120117
	Iteration 18Q: 3 clusters Score -1477214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1477256.500000 Penalty: 3092.120117
	Iteration 19Q: 3 clusters Score -1477256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1477293.250000 Penalty: 3092.120117
	Iteration 20F: 3 clusters Score -1477293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1477331.875000 Penalty: 3092.120117
	Iteration 21Q: 3 clusters Score -1477332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1477376.250000 Penalty: 3092.120117
	Iteration 22Q: 3 clusters Score -1477376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1477414.250000 Penalty: 3092.120117
	Iteration 23Q: 3 clusters Score -1477414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1477448.625000 Penalty: 3092.120117
	Iteration 24Q: 3 clusters Score -1477449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1477490.250000 Penalty: 3092.120117
	Iteration 25Q: 3 clusters Score -1477490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1477532.125000 Penalty: 3092.120117
	Iteration 26Q: 3 clusters Score -1477532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1477579.875000 Penalty: 3092.120117
	Iteration 27Q: 3 clusters Score -1477580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1477637.625000 Penalty: 3092.120117
	Iteration 28Q: 3 clusters Score -1477638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1477678.000000 Penalty: 3092.120117
	Iteration 29Q: 3 clusters Score -1477678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1477716.000000 Penalty: 3092.120117
	Iteration 30Q: 3 clusters Score -1477716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1477754.125000 Penalty: 3092.120117
	Iteration 31Q: 3 clusters Score -1477754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1477798.375000 Penalty: 3092.120117
	Iteration 32Q: 3 clusters Score -1477798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1477833.375000 Penalty: 3092.120117
	Iteration 33Q: 3 clusters Score -1477833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1477863.375000 Penalty: 3092.120117
	Iteration 34Q: 3 clusters Score -1477863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1477893.750000 Penalty: 3092.120117
	Iteration 35Q: 3 clusters Score -1477894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1477926.000000 Penalty: 3092.120117
	Iteration 36Q: 3 clusters Score -1477926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1477948.625000 Penalty: 3092.120117
	Iteration 37Q: 3 clusters Score -1477949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1477982.500000 Penalty: 3092.120117
	Iteration 38Q: 3 clusters Score -1477982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1478012.125000 Penalty: 3092.120117
	Iteration 39Q: 3 clusters Score -1478012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1478033.375000 Penalty: 3092.120117
	Iteration 40F: 3 clusters Score -1478033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1478062.750000 Penalty: 3092.120117
	Iteration 41Q: 3 clusters Score -1478063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1478101.625000 Penalty: 3092.120117
	Iteration 42Q: 3 clusters Score -1478102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1478143.000000 Penalty: 3092.120117
	Iteration 43Q: 3 clusters Score -1478143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1478178.125000 Penalty: 3092.120117
	Iteration 44Q: 3 clusters Score -1478178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1478207.875000 Penalty: 3092.120117
	Iteration 45Q: 3 clusters Score -1478208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1478226.750000 Penalty: 3092.120117
	Iteration 46Q: 3 clusters Score -1478227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1478250.375000 Penalty: 3092.120117
	Iteration 47Q: 3 clusters Score -1478250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1478264.500000 Penalty: 3092.120117
	Iteration 48Q: 3 clusters Score -1478264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1478277.750000 Penalty: 3092.120117
	Iteration 49Q: 3 clusters Score -1478278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1478286.250000 Penalty: 3092.120117
	Iteration 50Q: 3 clusters Score -1478286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1478297.625000 Penalty: 3092.120117
	Iteration 51Q: 3 clusters Score -1478298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1478311.375000 Penalty: 3092.120117
	Iteration 52Q: 3 clusters Score -1478311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1478325.375000 Penalty: 3092.120117
	Iteration 53Q: 3 clusters Score -1478325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1478349.375000 Penalty: 3092.120117
	Iteration 54Q: 3 clusters Score -1478349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1478358.250000 Penalty: 3092.120117
	Iteration 55Q: 3 clusters Score -1478358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1478371.500000 Penalty: 3092.120117
	Iteration 56Q: 3 clusters Score -1478372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1478379.750000 Penalty: 3092.120117
	Iteration 57Q: 3 clusters Score -1478380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1478385.125000 Penalty: 3092.120117
	Iteration 58Q: 3 clusters Score -1478385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1478390.500000 Penalty: 3092.120117
	Iteration 59Q: 3 clusters Score -1478390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1478392.250000 Penalty: 3092.120117
	Iteration 60F: 3 clusters Score -1478392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1478397.000000 Penalty: 3092.120117
	Iteration 61Q: 3 clusters Score -1478397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1478400.000000 Penalty: 3092.120117
	Iteration 62Q: 3 clusters Score -1478400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1478403.875000 Penalty: 3092.120117
	Iteration 63Q: 3 clusters Score -1478404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1478405.875000 Penalty: 3092.120117
	Iteration 64Q: 3 clusters Score -1478406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1478407.125000 Penalty: 3092.120117
	Iteration 65Q: 3 clusters Score -1478407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1478409.000000 Penalty: 3092.120117
	Iteration 66Q: 3 clusters Score -1478409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1478411.125000 Penalty: 3092.120117
	Iteration 67Q: 3 clusters Score -1478411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1478411.000000 Penalty: 3092.120117
	Iteration 68Q: 3 clusters Score -1478411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1478413.500000 Penalty: 3092.120117
	Iteration 69Q: 3 clusters Score -1478414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1478413.875000 Penalty: 3092.120117
	Iteration 70Q: 3 clusters Score -1478414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1478417.000000 Penalty: 3092.120117
	Iteration 71Q: 3 clusters Score -1478417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1478422.125000 Penalty: 3092.120117
	Iteration 72Q: 3 clusters Score -1478422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1478426.500000 Penalty: 3092.120117
	Iteration 73Q: 3 clusters Score -1478426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1478427.750000 Penalty: 3092.120117
	Iteration 74Q: 3 clusters Score -1478428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1478434.250000 Penalty: 3092.120117
	Iteration 75Q: 3 clusters Score -1478434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1478436.875000 Penalty: 3092.120117
	Iteration 76Q: 3 clusters Score -1478437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1478441.875000 Penalty: 3092.120117
	Iteration 77Q: 3 clusters Score -1478442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1478443.000000 Penalty: 3092.120117
	Iteration 78Q: 3 clusters Score -1478443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1478445.500000 Penalty: 3092.120117
	Iteration 79Q: 3 clusters Score -1478446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1478445.875000 Penalty: 3092.120117
	Iteration 80F: 3 clusters Score -1478446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1478449.000000 Penalty: 3092.120117
	Iteration 81Q: 3 clusters Score -1478449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1478451.000000 Penalty: 3092.120117
	Iteration 82Q: 3 clusters Score -1478451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1478451.375000 Penalty: 3092.120117
	Iteration 83Q: 3 clusters Score -1478451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1478453.125000 Penalty: 3092.120117
	Iteration 84Q: 3 clusters Score -1478453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1478453.125000 Penalty: 3092.120117
	Iteration 85F: 3 clusters Score -1478453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Entering Unmasked Estep 
Score: -6581895.500000 Penalty: 1795.661255
	Iteration 0F: 2 clusters Score -6581896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6539939.500000 Penalty: 3591.322510
	Iteration 0F: 3 clusters Score -6539940 nChanged 29687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -6556812.500000 Penalty: 3591.322510
	Iteration 1F: 3 clusters Score -6556812 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -6557477.500000 Penalty: 3591.322510
	Iteration 2Q: 3 clusters Score -6557478 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -6558353.500000 Penalty: 3591.322510
	Iteration 3Q: 3 clusters Score -6558354 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -6559447.000000 Penalty: 3591.322510
	Iteration 4Q: 3 clusters Score -6559447 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6561259.000000 Penalty: 3591.322510
	Iteration 5F: 3 clusters Score -6561259 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -6564044.000000 Penalty: 3591.322510
	Iteration 6F: 3 clusters Score -6564044 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6567993.000000 Penalty: 3591.322510
	Iteration 7F: 3 clusters Score -6567993 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -6572319.500000 Penalty: 3591.322510
	Iteration 8F: 3 clusters Score -6572320 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -6575738.500000 Penalty: 3591.322510
	Iteration 9F: 3 clusters Score -6575738 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -6577810.500000 Penalty: 3591.322510
	Iteration 10Q: 3 clusters Score -6577810 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -6578882.000000 Penalty: 3591.322510
	Iteration 11Q: 3 clusters Score -6578882 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -6579440.000000 Penalty: 3591.322510
	Iteration 12Q: 3 clusters Score -6579440 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -6579768.500000 Penalty: 3591.322510
	Iteration 13Q: 3 clusters Score -6579768 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -6579963.000000 Penalty: 3591.322510
	Iteration 14Q: 3 clusters Score -6579963 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -6580107.000000 Penalty: 3591.322510
	Iteration 15Q: 3 clusters Score -6580107 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -6580193.000000 Penalty: 3591.322510
	Iteration 16Q: 3 clusters Score -6580193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -6580257.000000 Penalty: 3591.322510
	Iteration 17Q: 3 clusters Score -6580257 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -6580309.000000 Penalty: 3591.322510
	Iteration 18Q: 3 clusters Score -6580309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -6580335.500000 Penalty: 3591.322510
	Iteration 19Q: 3 clusters Score -6580336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -6580370.500000 Penalty: 3591.322510
	Iteration 20F: 3 clusters Score -6580370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -6580385.000000 Penalty: 3591.322510
	Iteration 21Q: 3 clusters Score -6580385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -6580407.500000 Penalty: 3591.322510
	Iteration 22Q: 3 clusters Score -6580408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -6580413.500000 Penalty: 3591.322510
	Iteration 23Q: 3 clusters Score -6580414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -6580430.000000 Penalty: 3591.322510
	Iteration 24Q: 3 clusters Score -6580430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -6580438.000000 Penalty: 3591.322510
	Iteration 25Q: 3 clusters Score -6580438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -6580443.500000 Penalty: 3591.322510
	Iteration 26Q: 3 clusters Score -6580444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -6580458.500000 Penalty: 3591.322510
	Iteration 27Q: 3 clusters Score -6580458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -6580468.500000 Penalty: 3591.322510
	Iteration 28Q: 3 clusters Score -6580468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -6580464.500000 Penalty: 3591.322510
	Iteration 29Q: 3 clusters Score -6580464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -6580468.500000 Penalty: 3591.322510
	Iteration 30Q: 3 clusters Score -6580468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -6580479.000000 Penalty: 3591.322510
	Iteration 31Q: 3 clusters Score -6580479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -6580479.000000 Penalty: 3591.322510
	Iteration 32Q: 3 clusters Score -6580479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -6580493.000000 Penalty: 3591.322510
	Iteration 33Q: 3 clusters Score -6580493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -6580509.500000 Penalty: 3591.322510
	Iteration 34Q: 3 clusters Score -6580510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -6580513.000000 Penalty: 3591.322510
	Iteration 35Q: 3 clusters Score -6580513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -6580512.500000 Penalty: 3591.322510
	Iteration 36Q: 3 clusters Score -6580512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -6580529.000000 Penalty: 3591.322510
	Iteration 37Q: 3 clusters Score -6580529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -6580527.000000 Penalty: 3591.322510
	Iteration 38Q: 3 clusters Score -6580527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -6580524.500000 Penalty: 3591.322510
	Iteration 39Q: 3 clusters Score -6580524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -6580540.500000 Penalty: 3591.322510
	Iteration 40F: 3 clusters Score -6580540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -6580553.500000 Penalty: 3591.322510
	Iteration 41Q: 3 clusters Score -6580554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -6580560.500000 Penalty: 3591.322510
	Iteration 42Q: 3 clusters Score -6580560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -6580561.000000 Penalty: 3591.322510
	Iteration 43Q: 3 clusters Score -6580561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -6580564.000000 Penalty: 3591.322510
	Iteration 44Q: 3 clusters Score -6580564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -6580563.500000 Penalty: 3591.322510
	Iteration 45Q: 3 clusters Score -6580564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -6580567.500000 Penalty: 3591.322510
	Iteration 46Q: 3 clusters Score -6580568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -6580563.500000 Penalty: 3591.322510
	Iteration 47Q: 3 clusters Score -6580564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -6580564.500000 Penalty: 3591.322510
	Iteration 48Q: 3 clusters Score -6580564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -6580570.000000 Penalty: 3591.322510
	Iteration 49Q: 3 clusters Score -6580570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -6580571.000000 Penalty: 3591.322510
	Iteration 50Q: 3 clusters Score -6580571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -6580566.500000 Penalty: 3591.322510
	Iteration 51Q: 3 clusters Score -6580566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -6580568.000000 Penalty: 3591.322510
	Iteration 52Q: 3 clusters Score -6580568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -6580569.500000 Penalty: 3591.322510
	Iteration 53Q: 3 clusters Score -6580570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -6580572.500000 Penalty: 3591.322510
	Iteration 54Q: 3 clusters Score -6580572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -6580572.000000 Penalty: 3591.322510
	Iteration 55Q: 3 clusters Score -6580572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -6580572.000000 Penalty: 3591.322510
	Iteration 56F: 3 clusters Score -6580572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -705404.687500 Penalty: 1435.579834
	Iteration 0F: 2 clusters Score -705404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -700235.000000 Penalty: 2871.159668
	Iteration 0F: 3 clusters Score -700235 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -701739.250000 Penalty: 2871.159668
	Iteration 1F: 3 clusters Score -701739.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -701966.375000 Penalty: 2871.159668
	Iteration 2F: 3 clusters Score -701966.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -702217.437500 Penalty: 2871.159668
	Iteration 3F: 3 clusters Score -702217.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -702546.187500 Penalty: 2871.159668
	Iteration 4F: 3 clusters Score -702546.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -702896.250000 Penalty: 2871.159668
	Iteration 5F: 3 clusters Score -702896.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -703262.125000 Penalty: 2871.159668
	Iteration 6F: 3 clusters Score -703262.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -703578.125000 Penalty: 2871.159668
	Iteration 7F: 3 clusters Score -703578.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -703860.000000 Penalty: 2871.159668
	Iteration 8F: 3 clusters Score -703860 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -704065.687500 Penalty: 2871.159668
	Iteration 9Q: 3 clusters Score -704065.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -704194.437500 Penalty: 2871.159668
	Iteration 10Q: 3 clusters Score -704194.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -704292.687500 Penalty: 2871.159668
	Iteration 11Q: 3 clusters Score -704292.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -704376.187500 Penalty: 2871.159668
	Iteration 12Q: 3 clusters Score -704376.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -704471.937500 Penalty: 2871.159668
	Iteration 13Q: 3 clusters Score -704471.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -704527.000000 Penalty: 2871.159668
	Iteration 14Q: 3 clusters Score -704527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -704542.625000 Penalty: 2871.159668
	Iteration 15Q: 3 clusters Score -704542.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -704552.312500 Penalty: 2871.159668
	Iteration 16Q: 3 clusters Score -704552.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -704556.812500 Penalty: 2871.159668
	Iteration 17Q: 3 clusters Score -704556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -704560.750000 Penalty: 2871.159668
	Iteration 18Q: 3 clusters Score -704560.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -704566.687500 Penalty: 2871.159668
	Iteration 19Q: 3 clusters Score -704566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -704574.875000 Penalty: 2871.159668
	Iteration 20F: 3 clusters Score -704574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -704580.500000 Penalty: 2871.159668
	Iteration 21Q: 3 clusters Score -704580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -704585.437500 Penalty: 2871.159668
	Iteration 22Q: 3 clusters Score -704585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -704587.250000 Penalty: 2871.159668
	Iteration 23Q: 3 clusters Score -704587.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -704592.062500 Penalty: 2871.159668
	Iteration 24Q: 3 clusters Score -704592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -704599.500000 Penalty: 2871.159668
	Iteration 25Q: 3 clusters Score -704599.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -704606.187500 Penalty: 2871.159668
	Iteration 26Q: 3 clusters Score -704606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -704612.937500 Penalty: 2871.159668
	Iteration 27Q: 3 clusters Score -704612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -704615.625000 Penalty: 2871.159668
	Iteration 28Q: 3 clusters Score -704615.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -704619.312500 Penalty: 2871.159668
	Iteration 29Q: 3 clusters Score -704619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -704629.500000 Penalty: 2871.159668
	Iteration 30Q: 3 clusters Score -704629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -704634.437500 Penalty: 2871.159668
	Iteration 31Q: 3 clusters Score -704634.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -704642.250000 Penalty: 2871.159668
	Iteration 32Q: 3 clusters Score -704642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -704650.125000 Penalty: 2871.159668
	Iteration 33Q: 3 clusters Score -704650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -704655.500000 Penalty: 2871.159668
	Iteration 34Q: 3 clusters Score -704655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -704660.062500 Penalty: 2871.159668
	Iteration 35Q: 3 clusters Score -704660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -704664.625000 Penalty: 2871.159668
	Iteration 36Q: 3 clusters Score -704664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -704671.125000 Penalty: 2871.159668
	Iteration 37Q: 3 clusters Score -704671.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -704676.437500 Penalty: 2871.159668
	Iteration 38Q: 3 clusters Score -704676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -704680.437500 Penalty: 2871.159668
	Iteration 39Q: 3 clusters Score -704680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -704683.437500 Penalty: 2871.159668
	Iteration 40F: 3 clusters Score -704683.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -704687.875000 Penalty: 2871.159668
	Iteration 41Q: 3 clusters Score -704687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -704692.687500 Penalty: 2871.159668
	Iteration 42Q: 3 clusters Score -704692.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -704696.062500 Penalty: 2871.159668
	Iteration 43Q: 3 clusters Score -704696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -704697.375000 Penalty: 2871.159668
	Iteration 44Q: 3 clusters Score -704697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -704699.062500 Penalty: 2871.159668
	Iteration 45Q: 3 clusters Score -704699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -704702.000000 Penalty: 2871.159668
	Iteration 46Q: 3 clusters Score -704702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -704703.500000 Penalty: 2871.159668
	Iteration 47Q: 3 clusters Score -704703.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -704703.875000 Penalty: 2871.159668
	Iteration 48Q: 3 clusters Score -704703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -704704.062500 Penalty: 2871.159668
	Iteration 49Q: 3 clusters Score -704704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -704705.937500 Penalty: 2871.159668
	Iteration 50Q: 3 clusters Score -704705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -704706.000000 Penalty: 2871.159668
	Iteration 51Q: 3 clusters Score -704706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -704706.937500 Penalty: 2871.159668
	Iteration 52Q: 3 clusters Score -704706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -704706.437500 Penalty: 2871.159668
	Iteration 53Q: 3 clusters Score -704706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -704708.375000 Penalty: 2871.159668
	Iteration 54Q: 3 clusters Score -704708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -704708.812500 Penalty: 2871.159668
	Iteration 55Q: 3 clusters Score -704708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -704708.500000 Penalty: 2871.159668
	Iteration 56Q: 3 clusters Score -704708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -704709.625000 Penalty: 2871.159668
	Iteration 57Q: 3 clusters Score -704709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -704709.625000 Penalty: 2871.159668
	Iteration 58Q: 3 clusters Score -704709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -704709.875000 Penalty: 2871.159668
	Iteration 59Q: 3 clusters Score -704709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -704710.500000 Penalty: 2871.159668
	Iteration 60F: 3 clusters Score -704710.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -22678.396484 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -22678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21984.554688 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -21984.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22255.322266 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -22255.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22469.919922 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -22469.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22835.177734 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -22835.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23114.296875 Penalty: 1852.644165
	Iteration 4F: 3 clusters Score -23114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23378.580078 Penalty: 1852.644165
	Iteration 5F: 3 clusters Score -23378.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23647.681641 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -23647.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23835.068359 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -23835.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23905.564453 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -23905.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23945.904297 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -23945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23951.894531 Penalty: 1852.644165
	Iteration 10F: 3 clusters Score -23951.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24023.742188 Penalty: 1852.644165
	Iteration 11Q: 3 clusters Score -24023.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24023.742188 Penalty: 1852.644165
	Iteration 12F: 3 clusters Score -24023.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 26826 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 36144 members 
Mstep: Class 6 contains 118 members 
Mstep: Class 7 contains 225313 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 11658 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 62958 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 173852 members 
Mstep: Class 22 contains 4692 members 
Mstep: Class 23 contains 168975 members 
Entering Unmasked Estep 
Score: -84450880.000000 Penalty: 42000.691406
Splitting cluster 19 changes total score from -84450832.000000 to -84450880.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 20 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -395832.718750 Penalty: 1349.801636
	Iteration 0F: 2 clusters Score -395832.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -392493.812500 Penalty: 2699.603271
	Iteration 0F: 3 clusters Score -392493.8 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -393446.031250 Penalty: 2699.603271
	Iteration 1F: 3 clusters Score -393446 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -393636.937500 Penalty: 2699.603271
	Iteration 2F: 3 clusters Score -393636.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -393760.125000 Penalty: 2699.603271
	Iteration 3F: 3 clusters Score -393760.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -393857.000000 Penalty: 2699.603271
	Iteration 4Q: 3 clusters Score -393857 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -393954.437500 Penalty: 2699.603271
	Iteration 5Q: 3 clusters Score -393954.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394062.406250 Penalty: 2699.603271
	Iteration 6Q: 3 clusters Score -394062.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -394177.906250 Penalty: 2699.603271
	Iteration 7Q: 3 clusters Score -394177.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -394281.375000 Penalty: 2699.603271
	Iteration 8Q: 3 clusters Score -394281.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394396.750000 Penalty: 2699.603271
	Iteration 9Q: 3 clusters Score -394396.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -394512.312500 Penalty: 2699.603271
	Iteration 10Q: 3 clusters Score -394512.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -394629.468750 Penalty: 2699.603271
	Iteration 11Q: 3 clusters Score -394629.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -394738.625000 Penalty: 2699.603271
	Iteration 12Q: 3 clusters Score -394738.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -394827.718750 Penalty: 2699.603271
	Iteration 13Q: 3 clusters Score -394827.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -394885.531250 Penalty: 2699.603271
	Iteration 14Q: 3 clusters Score -394885.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -394926.312500 Penalty: 2699.603271
	Iteration 15Q: 3 clusters Score -394926.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -394958.062500 Penalty: 2699.603271
	Iteration 16Q: 3 clusters Score -394958.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -394982.968750 Penalty: 2699.603271
	Iteration 17Q: 3 clusters Score -394983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -394998.593750 Penalty: 2699.603271
	Iteration 18Q: 3 clusters Score -394998.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -395011.531250 Penalty: 2699.603271
	Iteration 19Q: 3 clusters Score -395011.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -395023.531250 Penalty: 2699.603271
	Iteration 20F: 3 clusters Score -395023.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -395033.625000 Penalty: 2699.603271
	Iteration 21Q: 3 clusters Score -395033.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -395045.375000 Penalty: 2699.603271
	Iteration 22Q: 3 clusters Score -395045.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395052.125000 Penalty: 2699.603271
	Iteration 23Q: 3 clusters Score -395052.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -395057.812500 Penalty: 2699.603271
	Iteration 24Q: 3 clusters Score -395057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -395061.562500 Penalty: 2699.603271
	Iteration 25Q: 3 clusters Score -395061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -395062.625000 Penalty: 2699.603271
	Iteration 26Q: 3 clusters Score -395062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -395064.093750 Penalty: 2699.603271
	Iteration 27Q: 3 clusters Score -395064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -395065.500000 Penalty: 2699.603271
	Iteration 28Q: 3 clusters Score -395065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -395066.781250 Penalty: 2699.603271
	Iteration 29Q: 3 clusters Score -395066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -395066.781250 Penalty: 2699.603271
	Iteration 30F: 3 clusters Score -395066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (173852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173852 members 
Entering Unmasked Estep 
Score: -18563044.000000 Penalty: 1960.718506
	Iteration 0F: 2 clusters Score -1.856304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -18449348.000000 Penalty: 3921.437012
	Iteration 0F: 3 clusters Score -1.844935e+07 nChanged 84048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -18499670.000000 Penalty: 3921.437012
	Iteration 1F: 3 clusters Score -1.849967e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -18501236.000000 Penalty: 3921.437012
	Iteration 2Q: 3 clusters Score -1.850124e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -18503598.000000 Penalty: 3921.437012
	Iteration 3Q: 3 clusters Score -1.85036e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -18507974.000000 Penalty: 3921.437012
	Iteration 4Q: 3 clusters Score -1.850797e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -18515070.000000 Penalty: 3921.437012
	Iteration 5F: 3 clusters Score -1.851507e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -18524794.000000 Penalty: 3921.437012
	Iteration 6F: 3 clusters Score -1.852479e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -18534846.000000 Penalty: 3921.437012
	Iteration 7F: 3 clusters Score -1.853485e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -18540658.000000 Penalty: 3921.437012
	Iteration 8F: 3 clusters Score -1.854066e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -18543306.000000 Penalty: 3921.437012
	Iteration 9Q: 3 clusters Score -1.854331e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -18545058.000000 Penalty: 3921.437012
	Iteration 10Q: 3 clusters Score -1.854506e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118761 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -18546738.000000 Penalty: 3921.437012
	Iteration 11Q: 3 clusters Score -1.854674e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -18548696.000000 Penalty: 3921.437012
	Iteration 12Q: 3 clusters Score -1.85487e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -18550904.000000 Penalty: 3921.437012
	Iteration 13Q: 3 clusters Score -1.85509e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131933 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -18553120.000000 Penalty: 3921.437012
	Iteration 14Q: 3 clusters Score -1.855312e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -18555096.000000 Penalty: 3921.437012
	Iteration 15Q: 3 clusters Score -1.85551e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139617 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -18557002.000000 Penalty: 3921.437012
	Iteration 16Q: 3 clusters Score -1.8557e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -18558440.000000 Penalty: 3921.437012
	Iteration 17Q: 3 clusters Score -1.855844e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145734 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -18559542.000000 Penalty: 3921.437012
	Iteration 18Q: 3 clusters Score -1.855954e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -18560410.000000 Penalty: 3921.437012
	Iteration 19Q: 3 clusters Score -1.856041e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -18561012.000000 Penalty: 3921.437012
	Iteration 20F: 3 clusters Score -1.856101e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152816 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -18561546.000000 Penalty: 3921.437012
	Iteration 21Q: 3 clusters Score -1.856155e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -18561888.000000 Penalty: 3921.437012
	Iteration 22Q: 3 clusters Score -1.856189e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -18562146.000000 Penalty: 3921.437012
	Iteration 23Q: 3 clusters Score -1.856215e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158618 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -18562228.000000 Penalty: 3921.437012
	Iteration 24Q: 3 clusters Score -1.856223e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -18562374.000000 Penalty: 3921.437012
	Iteration 25Q: 3 clusters Score -1.856237e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161828 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -18562462.000000 Penalty: 3921.437012
	Iteration 26Q: 3 clusters Score -1.856246e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -18562438.000000 Penalty: 3921.437012
	Iteration 27Q: 3 clusters Score -1.856244e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164575 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -18562488.000000 Penalty: 3921.437012
	Iteration 28Q: 3 clusters Score -1.856249e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -18562500.000000 Penalty: 3921.437012
	Iteration 29Q: 3 clusters Score -1.85625e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -18562588.000000 Penalty: 3921.437012
	Iteration 30Q: 3 clusters Score -1.856259e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -18562570.000000 Penalty: 3921.437012
	Iteration 31Q: 3 clusters Score -1.856257e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -18562574.000000 Penalty: 3921.437012
	Iteration 32Q: 3 clusters Score -1.856257e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -18562542.000000 Penalty: 3921.437012
	Iteration 33Q: 3 clusters Score -1.856254e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169429 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18562592.000000 Penalty: 3921.437012
	Iteration 34Q: 3 clusters Score -1.856259e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -18562564.000000 Penalty: 3921.437012
	Iteration 35Q: 3 clusters Score -1.856256e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -18562582.000000 Penalty: 3921.437012
	Iteration 36Q: 3 clusters Score -1.856258e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170537 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -18562582.000000 Penalty: 3921.437012
	Iteration 37Q: 3 clusters Score -1.856258e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18562592.000000 Penalty: 3921.437012
	Iteration 38Q: 3 clusters Score -1.856259e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -18562576.000000 Penalty: 3921.437012
	Iteration 39Q: 3 clusters Score -1.856258e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18562562.000000 Penalty: 3921.437012
	Iteration 40F: 3 clusters Score -1.856256e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -18562618.000000 Penalty: 3921.437012
	Iteration 41Q: 3 clusters Score -1.856262e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171488 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18562614.000000 Penalty: 3921.437012
	Iteration 42Q: 3 clusters Score -1.856261e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171568 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18562600.000000 Penalty: 3921.437012
	Iteration 43Q: 3 clusters Score -1.85626e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171633 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -18562598.000000 Penalty: 3921.437012
	Iteration 44Q: 3 clusters Score -1.85626e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18562598.000000 Penalty: 3921.437012
	Iteration 45Q: 3 clusters Score -1.85626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -18562546.000000 Penalty: 3921.437012
	Iteration 46Q: 3 clusters Score -1.856255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -18562556.000000 Penalty: 3921.437012
	Iteration 47Q: 3 clusters Score -1.856256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171825 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -18562536.000000 Penalty: 3921.437012
	Iteration 48Q: 3 clusters Score -1.856254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18562536.000000 Penalty: 3921.437012
	Iteration 49Q: 3 clusters Score -1.856254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -18562534.000000 Penalty: 3921.437012
	Iteration 50Q: 3 clusters Score -1.856253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18562552.000000 Penalty: 3921.437012
	Iteration 51Q: 3 clusters Score -1.856255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171926 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18562568.000000 Penalty: 3921.437012
	Iteration 52Q: 3 clusters Score -1.856257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171935 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -18562556.000000 Penalty: 3921.437012
	Iteration 53Q: 3 clusters Score -1.856256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -18562560.000000 Penalty: 3921.437012
	Iteration 54Q: 3 clusters Score -1.856256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171966 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -18562538.000000 Penalty: 3921.437012
	Iteration 55Q: 3 clusters Score -1.856254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -18562564.000000 Penalty: 3921.437012
	Iteration 56Q: 3 clusters Score -1.856256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -18562554.000000 Penalty: 3921.437012
	Iteration 57Q: 3 clusters Score -1.856255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172007 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18562552.000000 Penalty: 3921.437012
	Iteration 58Q: 3 clusters Score -1.856255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18562554.000000 Penalty: 3921.437012
	Iteration 59Q: 3 clusters Score -1.856255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18562558.000000 Penalty: 3921.437012
	Iteration 60F: 3 clusters Score -1.856256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172027 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -18562564.000000 Penalty: 3921.437012
	Iteration 61Q: 3 clusters Score -1.856256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18562556.000000 Penalty: 3921.437012
	Iteration 62Q: 3 clusters Score -1.856256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172041 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18562556.000000 Penalty: 3921.437012
	Iteration 63Q: 3 clusters Score -1.856256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18562574.000000 Penalty: 3921.437012
	Iteration 64Q: 3 clusters Score -1.856257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18562572.000000 Penalty: 3921.437012
	Iteration 65Q: 3 clusters Score -1.856257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -18562566.000000 Penalty: 3921.437012
	Iteration 66Q: 3 clusters Score -1.856257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -18562572.000000 Penalty: 3921.437012
	Iteration 67Q: 3 clusters Score -1.856257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172085 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -18562568.000000 Penalty: 3921.437012
	Iteration 68Q: 3 clusters Score -1.856257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18562564.000000 Penalty: 3921.437012
	Iteration 69Q: 3 clusters Score -1.856256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172089 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -18562576.000000 Penalty: 3921.437012
	Iteration 70Q: 3 clusters Score -1.856258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18562568.000000 Penalty: 3921.437012
	Iteration 71Q: 3 clusters Score -1.856257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -18562562.000000 Penalty: 3921.437012
	Iteration 72Q: 3 clusters Score -1.856256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18562562.000000 Penalty: 3921.437012
	Iteration 73Q: 3 clusters Score -1.856256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18562562.000000 Penalty: 3921.437012
	Iteration 74F: 3 clusters Score -1.856256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -525516.062500 Penalty: 1373.712280
	Iteration 0F: 2 clusters Score -525516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -521681.343750 Penalty: 2747.424561
	Iteration 0F: 3 clusters Score -521681.3 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -522625.031250 Penalty: 2747.424561
	Iteration 1F: 3 clusters Score -522625 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -522789.125000 Penalty: 2747.424561
	Iteration 2F: 3 clusters Score -522789.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -522890.781250 Penalty: 2747.424561
	Iteration 3F: 3 clusters Score -522890.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -522949.625000 Penalty: 2747.424561
	Iteration 4Q: 3 clusters Score -522949.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -522996.406250 Penalty: 2747.424561
	Iteration 5Q: 3 clusters Score -522996.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -523026.437500 Penalty: 2747.424561
	Iteration 6Q: 3 clusters Score -523026.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -523050.031250 Penalty: 2747.424561
	Iteration 7Q: 3 clusters Score -523050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -523067.937500 Penalty: 2747.424561
	Iteration 8Q: 3 clusters Score -523067.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -523086.812500 Penalty: 2747.424561
	Iteration 9Q: 3 clusters Score -523086.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -523100.468750 Penalty: 2747.424561
	Iteration 10Q: 3 clusters Score -523100.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -523113.468750 Penalty: 2747.424561
	Iteration 11Q: 3 clusters Score -523113.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -523125.218750 Penalty: 2747.424561
	Iteration 12Q: 3 clusters Score -523125.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -523138.031250 Penalty: 2747.424561
	Iteration 13Q: 3 clusters Score -523138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -523150.968750 Penalty: 2747.424561
	Iteration 14Q: 3 clusters Score -523151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -523167.437500 Penalty: 2747.424561
	Iteration 15Q: 3 clusters Score -523167.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -523181.062500 Penalty: 2747.424561
	Iteration 16Q: 3 clusters Score -523181.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -523191.937500 Penalty: 2747.424561
	Iteration 17Q: 3 clusters Score -523191.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -523202.093750 Penalty: 2747.424561
	Iteration 18Q: 3 clusters Score -523202.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -523210.781250 Penalty: 2747.424561
	Iteration 19Q: 3 clusters Score -523210.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -523223.125000 Penalty: 2747.424561
	Iteration 20F: 3 clusters Score -523223.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -523236.406250 Penalty: 2747.424561
	Iteration 21Q: 3 clusters Score -523236.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -523248.281250 Penalty: 2747.424561
	Iteration 22Q: 3 clusters Score -523248.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -523262.718750 Penalty: 2747.424561
	Iteration 23Q: 3 clusters Score -523262.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -523280.437500 Penalty: 2747.424561
	Iteration 24Q: 3 clusters Score -523280.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -523301.687500 Penalty: 2747.424561
	Iteration 25Q: 3 clusters Score -523301.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -523326.218750 Penalty: 2747.424561
	Iteration 26Q: 3 clusters Score -523326.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -523351.093750 Penalty: 2747.424561
	Iteration 27Q: 3 clusters Score -523351.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -523379.250000 Penalty: 2747.424561
	Iteration 28Q: 3 clusters Score -523379.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -523406.468750 Penalty: 2747.424561
	Iteration 29Q: 3 clusters Score -523406.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -523440.875000 Penalty: 2747.424561
	Iteration 30Q: 3 clusters Score -523440.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -523483.062500 Penalty: 2747.424561
	Iteration 31Q: 3 clusters Score -523483.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -523530.906250 Penalty: 2747.424561
	Iteration 32Q: 3 clusters Score -523530.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -523598.031250 Penalty: 2747.424561
	Iteration 33Q: 3 clusters Score -523598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -523672.031250 Penalty: 2747.424561
	Iteration 34Q: 3 clusters Score -523672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -523742.750000 Penalty: 2747.424561
	Iteration 35Q: 3 clusters Score -523742.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -523817.343750 Penalty: 2747.424561
	Iteration 36Q: 3 clusters Score -523817.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -523888.000000 Penalty: 2747.424561
	Iteration 37Q: 3 clusters Score -523888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -523948.406250 Penalty: 2747.424561
	Iteration 38Q: 3 clusters Score -523948.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -524012.843750 Penalty: 2747.424561
	Iteration 39Q: 3 clusters Score -524012.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -524071.562500 Penalty: 2747.424561
	Iteration 40F: 3 clusters Score -524071.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -524108.750000 Penalty: 2747.424561
	Iteration 41Q: 3 clusters Score -524108.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -524143.812500 Penalty: 2747.424561
	Iteration 42Q: 3 clusters Score -524143.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -524176.593750 Penalty: 2747.424561
	Iteration 43Q: 3 clusters Score -524176.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -524197.343750 Penalty: 2747.424561
	Iteration 44Q: 3 clusters Score -524197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -524219.000000 Penalty: 2747.424561
	Iteration 45Q: 3 clusters Score -524219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -524238.625000 Penalty: 2747.424561
	Iteration 46Q: 3 clusters Score -524238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -524251.437500 Penalty: 2747.424561
	Iteration 47Q: 3 clusters Score -524251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -524262.968750 Penalty: 2747.424561
	Iteration 48Q: 3 clusters Score -524263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -524272.968750 Penalty: 2747.424561
	Iteration 49Q: 3 clusters Score -524273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -524281.906250 Penalty: 2747.424561
	Iteration 50Q: 3 clusters Score -524281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -524293.375000 Penalty: 2747.424561
	Iteration 51Q: 3 clusters Score -524293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -524302.062500 Penalty: 2747.424561
	Iteration 52Q: 3 clusters Score -524302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -524315.312500 Penalty: 2747.424561
	Iteration 53Q: 3 clusters Score -524315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -524318.562500 Penalty: 2747.424561
	Iteration 54Q: 3 clusters Score -524318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -524322.062500 Penalty: 2747.424561
	Iteration 55Q: 3 clusters Score -524322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -524325.000000 Penalty: 2747.424561
	Iteration 56Q: 3 clusters Score -524325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -524326.812500 Penalty: 2747.424561
	Iteration 57Q: 3 clusters Score -524326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -524330.312500 Penalty: 2747.424561
	Iteration 58Q: 3 clusters Score -524330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -524334.187500 Penalty: 2747.424561
	Iteration 59Q: 3 clusters Score -524334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -524336.500000 Penalty: 2747.424561
	Iteration 60F: 3 clusters Score -524336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -524342.875000 Penalty: 2747.424561
	Iteration 61Q: 3 clusters Score -524342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -524344.375000 Penalty: 2747.424561
	Iteration 62Q: 3 clusters Score -524344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -524347.812500 Penalty: 2747.424561
	Iteration 63Q: 3 clusters Score -524347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -524347.812500 Penalty: 2747.424561
	Iteration 64F: 3 clusters Score -524347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Entering Unmasked Estep 
Score: -18059976.000000 Penalty: 1956.094727
	Iteration 0F: 2 clusters Score -1.805998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -17950496.000000 Penalty: 3912.189453
	Iteration 0F: 3 clusters Score -1.79505e+07 nChanged 81763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -17999316.000000 Penalty: 3912.189453
	Iteration 1F: 3 clusters Score -1.799932e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -18001294.000000 Penalty: 3912.189453
	Iteration 2Q: 3 clusters Score -1.800129e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -18004788.000000 Penalty: 3912.189453
	Iteration 3Q: 3 clusters Score -1.800479e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -18010384.000000 Penalty: 3912.189453
	Iteration 4F: 3 clusters Score -1.801038e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -18018892.000000 Penalty: 3912.189453
	Iteration 5F: 3 clusters Score -1.801889e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132441 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -18029916.000000 Penalty: 3912.189453
	Iteration 6F: 3 clusters Score -1.802992e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144788 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -18041568.000000 Penalty: 3912.189453
	Iteration 7F: 3 clusters Score -1.804157e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -18049852.000000 Penalty: 3912.189453
	Iteration 8F: 3 clusters Score -1.804985e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161480 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -18054378.000000 Penalty: 3912.189453
	Iteration 9Q: 3 clusters Score -1.805438e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -18056672.000000 Penalty: 3912.189453
	Iteration 10Q: 3 clusters Score -1.805667e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -18057568.000000 Penalty: 3912.189453
	Iteration 11Q: 3 clusters Score -1.805757e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167070 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18058056.000000 Penalty: 3912.189453
	Iteration 12Q: 3 clusters Score -1.805806e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18058334.000000 Penalty: 3912.189453
	Iteration 13Q: 3 clusters Score -1.805833e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -18058452.000000 Penalty: 3912.189453
	Iteration 14Q: 3 clusters Score -1.805845e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18058576.000000 Penalty: 3912.189453
	Iteration 15Q: 3 clusters Score -1.805858e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18058648.000000 Penalty: 3912.189453
	Iteration 16Q: 3 clusters Score -1.805865e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167790 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -18058648.000000 Penalty: 3912.189453
	Iteration 17Q: 3 clusters Score -1.805865e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18058688.000000 Penalty: 3912.189453
	Iteration 18Q: 3 clusters Score -1.805869e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18058716.000000 Penalty: 3912.189453
	Iteration 19Q: 3 clusters Score -1.805872e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167839 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18058742.000000 Penalty: 3912.189453
	Iteration 20F: 3 clusters Score -1.805874e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -18058740.000000 Penalty: 3912.189453
	Iteration 21Q: 3 clusters Score -1.805874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167855 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -18058764.000000 Penalty: 3912.189453
	Iteration 22Q: 3 clusters Score -1.805876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167864 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -18058778.000000 Penalty: 3912.189453
	Iteration 23Q: 3 clusters Score -1.805878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18058784.000000 Penalty: 3912.189453
	Iteration 24Q: 3 clusters Score -1.805878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18058792.000000 Penalty: 3912.189453
	Iteration 25Q: 3 clusters Score -1.805879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18058806.000000 Penalty: 3912.189453
	Iteration 26Q: 3 clusters Score -1.805881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18058828.000000 Penalty: 3912.189453
	Iteration 27Q: 3 clusters Score -1.805883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18058840.000000 Penalty: 3912.189453
	Iteration 28Q: 3 clusters Score -1.805884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -18058844.000000 Penalty: 3912.189453
	Iteration 29Q: 3 clusters Score -1.805884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18058854.000000 Penalty: 3912.189453
	Iteration 30Q: 3 clusters Score -1.805885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18058858.000000 Penalty: 3912.189453
	Iteration 31Q: 3 clusters Score -1.805886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167917 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18058856.000000 Penalty: 3912.189453
	Iteration 32Q: 3 clusters Score -1.805886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18058856.000000 Penalty: 3912.189453
	Iteration 33Q: 3 clusters Score -1.805886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -18058850.000000 Penalty: 3912.189453
	Iteration 34Q: 3 clusters Score -1.805885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18058852.000000 Penalty: 3912.189453
	Iteration 35Q: 3 clusters Score -1.805885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18058860.000000 Penalty: 3912.189453
	Iteration 36Q: 3 clusters Score -1.805886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18058872.000000 Penalty: 3912.189453
	Iteration 37Q: 3 clusters Score -1.805887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18058902.000000 Penalty: 3912.189453
	Iteration 38Q: 3 clusters Score -1.80589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18058900.000000 Penalty: 3912.189453
	Iteration 39Q: 3 clusters Score -1.80589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -18058900.000000 Penalty: 3912.189453
	Iteration 40F: 3 clusters Score -1.80589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 26826 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 36144 members 
Mstep: Class 7 contains 225313 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 11658 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 14 contains 13551 members 
Mstep: Class 15 contains 62958 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 19 contains 181 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 173852 members 
Mstep: Class 22 contains 4692 members 
Mstep: Class 23 contains 168975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84450944.000000 Penalty: 42000.691406
Iteration 79Q: 20 clusters Score -8.445094e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2292 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 36124 members 
Mstep: Class 6 contains 117 members 
Mstep: Class 7 contains 225567 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4412 members 
Mstep: Class 10 contains 11632 members 
Mstep: Class 12 contains 9660 members 
Mstep: Class 14 contains 13565 members 
Mstep: Class 15 contains 62974 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 4062 members 
Mstep: Class 21 contains 173572 members 
Mstep: Class 22 contains 4746 members 
Mstep: Class 23 contains 168724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451320.000000 Penalty: 42000.691406
Iteration 80F: 20 clusters Score -8.445132e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2289 members 
Mstep: Class 3 contains 26824 members 
Mstep: Class 4 contains 47570 members 
Mstep: Class 5 contains 36111 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 225805 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 11606 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 14 contains 13589 members 
Mstep: Class 15 contains 62991 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4076 members 
Mstep: Class 21 contains 173284 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 168467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451640.000000 Penalty: 42000.691406
Iteration 81Q: 20 clusters Score -8.445164e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2290 members 
Mstep: Class 3 contains 26822 members 
Mstep: Class 4 contains 47792 members 
Mstep: Class 5 contains 36094 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226062 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 11581 members 
Mstep: Class 12 contains 9611 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 62988 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4082 members 
Mstep: Class 21 contains 173074 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 168200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84451928.000000 Penalty: 42000.691406
Iteration 82Q: 20 clusters Score -8.445193e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 5 contains 36080 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226334 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 11560 members 
Mstep: Class 12 contains 9586 members 
Mstep: Class 14 contains 13605 members 
Mstep: Class 15 contains 63000 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4086 members 
Mstep: Class 21 contains 172820 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 167907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452192.000000 Penalty: 42000.691406
Iteration 83Q: 20 clusters Score -8.445219e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2296 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 48241 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226556 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4410 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 12 contains 9552 members 
Mstep: Class 14 contains 13620 members 
Mstep: Class 15 contains 63026 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 172595 members 
Mstep: Class 22 contains 4999 members 
Mstep: Class 23 contains 167619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452216.000000 Penalty: 42000.691406
Iteration 84Q: 20 clusters Score -8.445222e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 26828 members 
Mstep: Class 4 contains 48481 members 
Mstep: Class 5 contains 36059 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226715 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 11543 members 
Mstep: Class 12 contains 9532 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 63030 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4091 members 
Mstep: Class 21 contains 172381 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 167331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452472.000000 Penalty: 42000.691406
Iteration 85Q: 20 clusters Score -8.445247e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 26839 members 
Mstep: Class 4 contains 48748 members 
Mstep: Class 5 contains 36043 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226855 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 11524 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 63050 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4094 members 
Mstep: Class 21 contains 172098 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 167080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452416.000000 Penalty: 42000.691406
Iteration 86Q: 20 clusters Score -8.445242e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 26856 members 
Mstep: Class 4 contains 49059 members 
Mstep: Class 5 contains 36023 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226942 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4416 members 
Mstep: Class 10 contains 11504 members 
Mstep: Class 12 contains 9490 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 63060 members 
Mstep: Class 17 contains 6988 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 171793 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 166859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452664.000000 Penalty: 42000.691406
Iteration 87Q: 20 clusters Score -8.445266e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 26865 members 
Mstep: Class 4 contains 49341 members 
Mstep: Class 5 contains 35997 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227064 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 11488 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 63083 members 
Mstep: Class 17 contains 7008 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 171451 members 
Mstep: Class 22 contains 5281 members 
Mstep: Class 23 contains 166645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452664.000000 Penalty: 42000.691406
Iteration 88Q: 20 clusters Score -8.445266e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 26863 members 
Mstep: Class 4 contains 49625 members 
Mstep: Class 5 contains 35969 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227148 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 11474 members 
Mstep: Class 12 contains 9456 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 63121 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 171201 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 166408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452896.000000 Penalty: 42000.691406
Iteration 89Q: 20 clusters Score -8.44529e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2299 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 49926 members 
Mstep: Class 5 contains 35943 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227212 members 
Mstep: Class 8 contains 1593 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 12 contains 9429 members 
Mstep: Class 14 contains 13853 members 
Mstep: Class 15 contains 63154 members 
Mstep: Class 17 contains 7042 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4112 members 
Mstep: Class 21 contains 170967 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 166183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84452984.000000 Penalty: 42000.691406
Iteration 90Q: 20 clusters Score -8.445298e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 50203 members 
Mstep: Class 5 contains 35925 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227234 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 11449 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 14 contains 13889 members 
Mstep: Class 15 contains 63218 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4120 members 
Mstep: Class 21 contains 170748 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 165965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453056.000000 Penalty: 42000.691406
Iteration 91Q: 20 clusters Score -8.445306e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 26851 members 
Mstep: Class 4 contains 50510 members 
Mstep: Class 5 contains 35918 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227182 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 12 contains 9386 members 
Mstep: Class 14 contains 13933 members 
Mstep: Class 15 contains 63255 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4120 members 
Mstep: Class 21 contains 170558 members 
Mstep: Class 22 contains 5599 members 
Mstep: Class 23 contains 165776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453216.000000 Penalty: 42000.691406
Iteration 92Q: 20 clusters Score -8.445322e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 26846 members 
Mstep: Class 4 contains 50827 members 
Mstep: Class 5 contains 35917 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227133 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 12 contains 9364 members 
Mstep: Class 14 contains 13969 members 
Mstep: Class 15 contains 63274 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 170368 members 
Mstep: Class 22 contains 5683 members 
Mstep: Class 23 contains 165574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453392.000000 Penalty: 42000.691406
Iteration 93Q: 20 clusters Score -8.445339e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 51112 members 
Mstep: Class 5 contains 35917 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227095 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 11414 members 
Mstep: Class 12 contains 9351 members 
Mstep: Class 14 contains 14012 members 
Mstep: Class 15 contains 63314 members 
Mstep: Class 17 contains 7077 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 170170 members 
Mstep: Class 22 contains 5743 members 
Mstep: Class 23 contains 165392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453360.000000 Penalty: 42000.691406
Iteration 94Q: 20 clusters Score -8.445336e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 26827 members 
Mstep: Class 4 contains 51408 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227056 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 11402 members 
Mstep: Class 12 contains 9339 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 63346 members 
Mstep: Class 17 contains 7089 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 169954 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 165242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453216.000000 Penalty: 42000.691406
Iteration 95Q: 20 clusters Score -8.445322e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 26825 members 
Mstep: Class 4 contains 51716 members 
Mstep: Class 5 contains 35900 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 227015 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 12 contains 9328 members 
Mstep: Class 14 contains 14095 members 
Mstep: Class 15 contains 63371 members 
Mstep: Class 17 contains 7101 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 169721 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 165076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453112.000000 Penalty: 42000.691406
Iteration 96Q: 20 clusters Score -8.445311e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 26846 members 
Mstep: Class 4 contains 52022 members 
Mstep: Class 5 contains 35885 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226885 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4427 members 
Mstep: Class 10 contains 11380 members 
Mstep: Class 12 contains 9317 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 63391 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 169521 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 164938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453160.000000 Penalty: 42000.691406
Iteration 97Q: 20 clusters Score -8.445316e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 26859 members 
Mstep: Class 4 contains 52318 members 
Mstep: Class 5 contains 35873 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226747 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4431 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 63400 members 
Mstep: Class 17 contains 7141 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 169327 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 164811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453064.000000 Penalty: 42000.691406
Iteration 98Q: 20 clusters Score -8.445306e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 26853 members 
Mstep: Class 4 contains 52578 members 
Mstep: Class 5 contains 35856 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226595 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4437 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 12 contains 9297 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 63419 members 
Mstep: Class 17 contains 7160 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 169193 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 164687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453256.000000 Penalty: 42000.691406
Iteration 99Q: 20 clusters Score -8.445326e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 52875 members 
Mstep: Class 5 contains 35848 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 226419 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 11352 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 14 contains 14298 members 
Mstep: Class 15 contains 63429 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 169076 members 
Mstep: Class 22 contains 6232 members 
Mstep: Class 23 contains 164540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453368.000000 Penalty: 42000.691406
Iteration 100F: 20 clusters Score -8.445337e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 26860 members 
Mstep: Class 4 contains 53210 members 
Mstep: Class 5 contains 35843 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 226178 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 11346 members 
Mstep: Class 12 contains 9267 members 
Mstep: Class 14 contains 14352 members 
Mstep: Class 15 contains 63423 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4165 members 
Mstep: Class 21 contains 169024 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 164356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453472.000000 Penalty: 42000.691406
Iteration 101Q: 20 clusters Score -8.445347e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 26857 members 
Mstep: Class 4 contains 53532 members 
Mstep: Class 5 contains 35834 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 225937 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 11333 members 
Mstep: Class 12 contains 9256 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 63411 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 169016 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 164165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453264.000000 Penalty: 42000.691406
Iteration 102Q: 20 clusters Score -8.445326e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2345 members 
Mstep: Class 3 contains 26854 members 
Mstep: Class 4 contains 53892 members 
Mstep: Class 5 contains 35814 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 225686 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4444 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 12 contains 9243 members 
Mstep: Class 14 contains 14418 members 
Mstep: Class 15 contains 63436 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 168942 members 
Mstep: Class 22 contains 6449 members 
Mstep: Class 23 contains 163994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453336.000000 Penalty: 42000.691406
Iteration 103Q: 20 clusters Score -8.445334e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 26850 members 
Mstep: Class 4 contains 54272 members 
Mstep: Class 5 contains 35796 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 225377 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4451 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 12 contains 9239 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 63441 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4192 members 
Mstep: Class 21 contains 168885 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 163829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453320.000000 Penalty: 42000.691406
Iteration 104Q: 20 clusters Score -8.445332e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 26849 members 
Mstep: Class 4 contains 54653 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 225063 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 12 contains 9226 members 
Mstep: Class 14 contains 14480 members 
Mstep: Class 15 contains 63460 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 168797 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 163673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453472.000000 Penalty: 42000.691406
Iteration 105Q: 20 clusters Score -8.445347e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 3 contains 26861 members 
Mstep: Class 4 contains 55024 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 224670 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 63465 members 
Mstep: Class 17 contains 7396 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 168759 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 163532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453376.000000 Penalty: 42000.691406
Iteration 106Q: 20 clusters Score -8.445338e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 26870 members 
Mstep: Class 4 contains 55421 members 
Mstep: Class 5 contains 35762 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 224243 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 12 contains 9208 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 63469 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 168722 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 163423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453144.000000 Penalty: 42000.691406
Iteration 107Q: 20 clusters Score -8.445314e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 4 contains 55854 members 
Mstep: Class 5 contains 35745 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 223772 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 12 contains 9199 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 63467 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 168685 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 163300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453152.000000 Penalty: 42000.691406
Iteration 108Q: 20 clusters Score -8.445315e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 3 contains 26876 members 
Mstep: Class 4 contains 56277 members 
Mstep: Class 5 contains 35740 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 223290 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 12 contains 9198 members 
Mstep: Class 14 contains 14640 members 
Mstep: Class 15 contains 63464 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4217 members 
Mstep: Class 21 contains 168679 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 163188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453344.000000 Penalty: 42000.691406
Iteration 109Q: 20 clusters Score -8.445334e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 56766 members 
Mstep: Class 5 contains 35740 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 222735 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 4481 members 
Mstep: Class 10 contains 11339 members 
Mstep: Class 12 contains 9195 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 63456 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 168665 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 163084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453216.000000 Penalty: 42000.691406
Iteration 110Q: 20 clusters Score -8.445322e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 26889 members 
Mstep: Class 4 contains 57266 members 
Mstep: Class 5 contains 35741 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 222164 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 12 contains 9193 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 63440 members 
Mstep: Class 17 contains 7498 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 168646 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 163010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453256.000000 Penalty: 42000.691406
Iteration 111Q: 20 clusters Score -8.445326e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 26904 members 
Mstep: Class 4 contains 57785 members 
Mstep: Class 5 contains 35736 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 221591 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 11352 members 
Mstep: Class 12 contains 9201 members 
Mstep: Class 14 contains 14751 members 
Mstep: Class 15 contains 63442 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 168558 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 162960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453232.000000 Penalty: 42000.691406
Iteration 112Q: 20 clusters Score -8.445323e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 26924 members 
Mstep: Class 4 contains 58335 members 
Mstep: Class 5 contains 35731 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 221025 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 12 contains 9202 members 
Mstep: Class 14 contains 14795 members 
Mstep: Class 15 contains 63429 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 168480 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 162888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453480.000000 Penalty: 42000.691406
Iteration 113Q: 20 clusters Score -8.445348e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 26935 members 
Mstep: Class 4 contains 58927 members 
Mstep: Class 5 contains 35734 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 220464 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 14 contains 14831 members 
Mstep: Class 15 contains 63406 members 
Mstep: Class 17 contains 7518 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 168377 members 
Mstep: Class 22 contains 7562 members 
Mstep: Class 23 contains 162801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453344.000000 Penalty: 42000.691406
Iteration 114Q: 20 clusters Score -8.445334e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 26953 members 
Mstep: Class 4 contains 59534 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 219868 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 12 contains 9209 members 
Mstep: Class 14 contains 14868 members 
Mstep: Class 15 contains 63383 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 168299 members 
Mstep: Class 22 contains 7658 members 
Mstep: Class 23 contains 162722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453160.000000 Penalty: 42000.691406
Iteration 115Q: 20 clusters Score -8.445316e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 26972 members 
Mstep: Class 4 contains 60139 members 
Mstep: Class 5 contains 35707 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 219210 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4555 members 
Mstep: Class 10 contains 11362 members 
Mstep: Class 12 contains 9216 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 63371 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 168196 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 162676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453232.000000 Penalty: 42000.691406
Iteration 116Q: 20 clusters Score -8.445323e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 26999 members 
Mstep: Class 4 contains 60768 members 
Mstep: Class 5 contains 35689 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 218581 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 11363 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 63387 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 168043 members 
Mstep: Class 22 contains 7900 members 
Mstep: Class 23 contains 162628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453200.000000 Penalty: 42000.691406
Iteration 117Q: 20 clusters Score -8.44532e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 27016 members 
Mstep: Class 4 contains 61415 members 
Mstep: Class 5 contains 35677 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 217947 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 12 contains 9190 members 
Mstep: Class 14 contains 14995 members 
Mstep: Class 15 contains 63408 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 167876 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 162581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453264.000000 Penalty: 42000.691406
Iteration 118Q: 20 clusters Score -8.445326e+07 nChanged 1741
Entering ConstructFrom: 
Score: -84453264.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (8719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Entering Unmasked Estep 
Score: -904221.062500 Penalty: 1474.404663
	Iteration 0F: 2 clusters Score -904221.1 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 4326 members 
Entering Unmasked Estep 
Score: -897921.687500 Penalty: 2948.809326
	Iteration 0F: 3 clusters Score -897921.7 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -899879.375000 Penalty: 2948.809326
	Iteration 1F: 3 clusters Score -899879.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -900049.875000 Penalty: 2948.809326
	Iteration 2F: 3 clusters Score -900049.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -900168.437500 Penalty: 2948.809326
	Iteration 3Q: 3 clusters Score -900168.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -900262.937500 Penalty: 2948.809326
	Iteration 4Q: 3 clusters Score -900262.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -900349.187500 Penalty: 2948.809326
	Iteration 5Q: 3 clusters Score -900349.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -900432.437500 Penalty: 2948.809326
	Iteration 6Q: 3 clusters Score -900432.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -900505.812500 Penalty: 2948.809326
	Iteration 7Q: 3 clusters Score -900505.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -900560.187500 Penalty: 2948.809326
	Iteration 8Q: 3 clusters Score -900560.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -900608.187500 Penalty: 2948.809326
	Iteration 9Q: 3 clusters Score -900608.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -900653.312500 Penalty: 2948.809326
	Iteration 10Q: 3 clusters Score -900653.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -900699.375000 Penalty: 2948.809326
	Iteration 11Q: 3 clusters Score -900699.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -900738.312500 Penalty: 2948.809326
	Iteration 12Q: 3 clusters Score -900738.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -900780.000000 Penalty: 2948.809326
	Iteration 13Q: 3 clusters Score -900780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -900819.250000 Penalty: 2948.809326
	Iteration 14Q: 3 clusters Score -900819.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -900859.125000 Penalty: 2948.809326
	Iteration 15Q: 3 clusters Score -900859.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -900897.250000 Penalty: 2948.809326
	Iteration 16Q: 3 clusters Score -900897.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -900936.625000 Penalty: 2948.809326
	Iteration 17Q: 3 clusters Score -900936.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -900978.812500 Penalty: 2948.809326
	Iteration 18Q: 3 clusters Score -900978.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -901019.062500 Penalty: 2948.809326
	Iteration 19Q: 3 clusters Score -901019.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -901064.125000 Penalty: 2948.809326
	Iteration 20F: 3 clusters Score -901064.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -901106.437500 Penalty: 2948.809326
	Iteration 21Q: 3 clusters Score -901106.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -901151.250000 Penalty: 2948.809326
	Iteration 22Q: 3 clusters Score -901151.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -901199.687500 Penalty: 2948.809326
	Iteration 23Q: 3 clusters Score -901199.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -901244.125000 Penalty: 2948.809326
	Iteration 24Q: 3 clusters Score -901244.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -901295.000000 Penalty: 2948.809326
	Iteration 25Q: 3 clusters Score -901295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -901353.187500 Penalty: 2948.809326
	Iteration 26Q: 3 clusters Score -901353.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -901406.187500 Penalty: 2948.809326
	Iteration 27Q: 3 clusters Score -901406.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -901466.187500 Penalty: 2948.809326
	Iteration 28Q: 3 clusters Score -901466.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -901538.250000 Penalty: 2948.809326
	Iteration 29Q: 3 clusters Score -901538.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -901619.687500 Penalty: 2948.809326
	Iteration 30Q: 3 clusters Score -901619.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -901714.250000 Penalty: 2948.809326
	Iteration 31Q: 3 clusters Score -901714.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -901813.562500 Penalty: 2948.809326
	Iteration 32Q: 3 clusters Score -901813.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -901913.875000 Penalty: 2948.809326
	Iteration 33Q: 3 clusters Score -901913.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -902007.187500 Penalty: 2948.809326
	Iteration 34Q: 3 clusters Score -902007.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -902098.187500 Penalty: 2948.809326
	Iteration 35Q: 3 clusters Score -902098.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -902194.375000 Penalty: 2948.809326
	Iteration 36Q: 3 clusters Score -902194.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -902279.187500 Penalty: 2948.809326
	Iteration 37Q: 3 clusters Score -902279.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -902356.187500 Penalty: 2948.809326
	Iteration 38Q: 3 clusters Score -902356.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -902430.375000 Penalty: 2948.809326
	Iteration 39Q: 3 clusters Score -902430.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -902499.250000 Penalty: 2948.809326
	Iteration 40F: 3 clusters Score -902499.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -902564.750000 Penalty: 2948.809326
	Iteration 41Q: 3 clusters Score -902564.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -902625.875000 Penalty: 2948.809326
	Iteration 42Q: 3 clusters Score -902625.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -902671.937500 Penalty: 2948.809326
	Iteration 43Q: 3 clusters Score -902671.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -902723.437500 Penalty: 2948.809326
	Iteration 44Q: 3 clusters Score -902723.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -902765.625000 Penalty: 2948.809326
	Iteration 45Q: 3 clusters Score -902765.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -902804.625000 Penalty: 2948.809326
	Iteration 46Q: 3 clusters Score -902804.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -902836.000000 Penalty: 2948.809326
	Iteration 47Q: 3 clusters Score -902836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -902849.500000 Penalty: 2948.809326
	Iteration 48Q: 3 clusters Score -902849.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -902866.375000 Penalty: 2948.809326
	Iteration 49Q: 3 clusters Score -902866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -902879.312500 Penalty: 2948.809326
	Iteration 50Q: 3 clusters Score -902879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -902892.625000 Penalty: 2948.809326
	Iteration 51Q: 3 clusters Score -902892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -902902.500000 Penalty: 2948.809326
	Iteration 52Q: 3 clusters Score -902902.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -902914.375000 Penalty: 2948.809326
	Iteration 53Q: 3 clusters Score -902914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -902926.812500 Penalty: 2948.809326
	Iteration 54Q: 3 clusters Score -902926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -902938.625000 Penalty: 2948.809326
	Iteration 55Q: 3 clusters Score -902938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -902942.125000 Penalty: 2948.809326
	Iteration 56Q: 3 clusters Score -902942.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -902947.000000 Penalty: 2948.809326
	Iteration 57Q: 3 clusters Score -902947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -902951.875000 Penalty: 2948.809326
	Iteration 58Q: 3 clusters Score -902951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -902953.000000 Penalty: 2948.809326
	Iteration 59Q: 3 clusters Score -902953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -902956.000000 Penalty: 2948.809326
	Iteration 60F: 3 clusters Score -902956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -902957.250000 Penalty: 2948.809326
	Iteration 61Q: 3 clusters Score -902957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902961.125000 Penalty: 2948.809326
	Iteration 62Q: 3 clusters Score -902961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -902965.250000 Penalty: 2948.809326
	Iteration 63Q: 3 clusters Score -902965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -902965.250000 Penalty: 2948.809326
	Iteration 64F: 3 clusters Score -902965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -237653.687500 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -237653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -235329.875000 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -235329.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -235855.656250 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -235855.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -235970.828125 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -235970.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -236053.703125 Penalty: 2531.303467
	Iteration 3Q: 3 clusters Score -236053.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -236126.203125 Penalty: 2531.303467
	Iteration 4Q: 3 clusters Score -236126.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -236190.984375 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -236191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -236283.125000 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -236283.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -236384.062500 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -236384.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -236476.578125 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -236476.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236602.031250 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -236602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -236758.593750 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -236758.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -236904.140625 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -236904.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237064.593750 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -237064.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237171.875000 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -237171.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237222.328125 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -237222.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -237256.984375 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -237257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -237290.062500 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -237290.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -237305.484375 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -237305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -237313.328125 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -237313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -237319.640625 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -237319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -237327.984375 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -237328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -237338.484375 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -237338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -237350.796875 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -237350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -237358.640625 Penalty: 2531.303467
	Iteration 23Q: 3 clusters Score -237358.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -237373.390625 Penalty: 2531.303467
	Iteration 24Q: 3 clusters Score -237373.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -237388.906250 Penalty: 2531.303467
	Iteration 25Q: 3 clusters Score -237388.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -237402.843750 Penalty: 2531.303467
	Iteration 26Q: 3 clusters Score -237402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -237426.546875 Penalty: 2531.303467
	Iteration 27Q: 3 clusters Score -237426.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -237445.281250 Penalty: 2531.303467
	Iteration 28Q: 3 clusters Score -237445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -237459.906250 Penalty: 2531.303467
	Iteration 29Q: 3 clusters Score -237459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -237474.250000 Penalty: 2531.303467
	Iteration 30Q: 3 clusters Score -237474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -237484.015625 Penalty: 2531.303467
	Iteration 31Q: 3 clusters Score -237484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -237486.125000 Penalty: 2531.303467
	Iteration 32Q: 3 clusters Score -237486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -237487.500000 Penalty: 2531.303467
	Iteration 33Q: 3 clusters Score -237487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -237489.125000 Penalty: 2531.303467
	Iteration 34Q: 3 clusters Score -237489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -237490.531250 Penalty: 2531.303467
	Iteration 35Q: 3 clusters Score -237490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -237490.531250 Penalty: 2531.303467
	Iteration 36F: 3 clusters Score -237490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Entering Unmasked Estep 
Score: -2790747.250000 Penalty: 1658.240112
	Iteration 0F: 2 clusters Score -2790747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2772652.500000 Penalty: 3316.480225
	Iteration 0F: 3 clusters Score -2772652 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2779398.000000 Penalty: 3316.480225
	Iteration 1F: 3 clusters Score -2779398 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2780028.250000 Penalty: 3316.480225
	Iteration 2F: 3 clusters Score -2780028 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2780760.750000 Penalty: 3316.480225
	Iteration 3F: 3 clusters Score -2780761 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2781703.750000 Penalty: 3316.480225
	Iteration 4F: 3 clusters Score -2781704 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2783009.500000 Penalty: 3316.480225
	Iteration 5F: 3 clusters Score -2783010 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2784527.000000 Penalty: 3316.480225
	Iteration 6F: 3 clusters Score -2784527 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2785949.250000 Penalty: 3316.480225
	Iteration 7F: 3 clusters Score -2785949 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2787194.500000 Penalty: 3316.480225
	Iteration 8F: 3 clusters Score -2787194 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2788054.250000 Penalty: 3316.480225
	Iteration 9Q: 3 clusters Score -2788054 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2788607.000000 Penalty: 3316.480225
	Iteration 10Q: 3 clusters Score -2788607 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2788981.250000 Penalty: 3316.480225
	Iteration 11Q: 3 clusters Score -2788981 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2789204.750000 Penalty: 3316.480225
	Iteration 12Q: 3 clusters Score -2789205 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2789362.750000 Penalty: 3316.480225
	Iteration 13Q: 3 clusters Score -2789363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2789442.750000 Penalty: 3316.480225
	Iteration 14Q: 3 clusters Score -2789443 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2789504.250000 Penalty: 3316.480225
	Iteration 15Q: 3 clusters Score -2789504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2789553.250000 Penalty: 3316.480225
	Iteration 16Q: 3 clusters Score -2789553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2789582.000000 Penalty: 3316.480225
	Iteration 17Q: 3 clusters Score -2789582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2789620.250000 Penalty: 3316.480225
	Iteration 18Q: 3 clusters Score -2789620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2789648.000000 Penalty: 3316.480225
	Iteration 19Q: 3 clusters Score -2789648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2789678.500000 Penalty: 3316.480225
	Iteration 20F: 3 clusters Score -2789678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2789738.000000 Penalty: 3316.480225
	Iteration 21Q: 3 clusters Score -2789738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2789893.250000 Penalty: 3316.480225
	Iteration 22Q: 3 clusters Score -2789893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2790002.750000 Penalty: 3316.480225
	Iteration 23Q: 3 clusters Score -2790003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2790039.250000 Penalty: 3316.480225
	Iteration 24Q: 3 clusters Score -2790039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2790056.000000 Penalty: 3316.480225
	Iteration 25Q: 3 clusters Score -2790056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2790070.250000 Penalty: 3316.480225
	Iteration 26Q: 3 clusters Score -2790070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2790079.000000 Penalty: 3316.480225
	Iteration 27Q: 3 clusters Score -2790079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2790079.000000 Penalty: 3316.480225
	Iteration 28Q: 3 clusters Score -2790079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2790088.500000 Penalty: 3316.480225
	Iteration 29Q: 3 clusters Score -2790088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2790084.250000 Penalty: 3316.480225
	Iteration 30Q: 3 clusters Score -2790084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2790088.000000 Penalty: 3316.480225
	Iteration 31Q: 3 clusters Score -2790088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2790096.250000 Penalty: 3316.480225
	Iteration 32Q: 3 clusters Score -2790096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2790099.000000 Penalty: 3316.480225
	Iteration 33Q: 3 clusters Score -2790099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2790096.250000 Penalty: 3316.480225
	Iteration 34Q: 3 clusters Score -2790096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2790101.750000 Penalty: 3316.480225
	Iteration 35Q: 3 clusters Score -2790102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2790100.000000 Penalty: 3316.480225
	Iteration 36Q: 3 clusters Score -2790100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2790100.750000 Penalty: 3316.480225
	Iteration 37Q: 3 clusters Score -2790101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2790100.750000 Penalty: 3316.480225
	Iteration 38F: 3 clusters Score -2790101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Entering Unmasked Estep 
Score: -6708696.500000 Penalty: 1793.384277
	Iteration 0F: 2 clusters Score -6708696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -6667185.000000 Penalty: 3586.768555
	Iteration 0F: 3 clusters Score -6667185 nChanged 29243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -6683866.000000 Penalty: 3586.768555
	Iteration 1F: 3 clusters Score -6683866 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -6684330.500000 Penalty: 3586.768555
	Iteration 2Q: 3 clusters Score -6684330 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6684860.500000 Penalty: 3586.768555
	Iteration 3Q: 3 clusters Score -6684860 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6685545.500000 Penalty: 3586.768555
	Iteration 4Q: 3 clusters Score -6685546 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -6686482.500000 Penalty: 3586.768555
	Iteration 5Q: 3 clusters Score -6686482 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6688089.500000 Penalty: 3586.768555
	Iteration 6Q: 3 clusters Score -6688090 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6690689.000000 Penalty: 3586.768555
	Iteration 7F: 3 clusters Score -6690689 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -6694689.500000 Penalty: 3586.768555
	Iteration 8F: 3 clusters Score -6694690 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -6699466.500000 Penalty: 3586.768555
	Iteration 9F: 3 clusters Score -6699466 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6702561.000000 Penalty: 3586.768555
	Iteration 10F: 3 clusters Score -6702561 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6703547.500000 Penalty: 3586.768555
	Iteration 11Q: 3 clusters Score -6703548 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -6703864.000000 Penalty: 3586.768555
	Iteration 12Q: 3 clusters Score -6703864 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6704104.500000 Penalty: 3586.768555
	Iteration 13Q: 3 clusters Score -6704104 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6704346.000000 Penalty: 3586.768555
	Iteration 14Q: 3 clusters Score -6704346 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -6704516.500000 Penalty: 3586.768555
	Iteration 15Q: 3 clusters Score -6704516 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -6704643.000000 Penalty: 3586.768555
	Iteration 16Q: 3 clusters Score -6704643 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -6704734.000000 Penalty: 3586.768555
	Iteration 17Q: 3 clusters Score -6704734 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6704809.000000 Penalty: 3586.768555
	Iteration 18Q: 3 clusters Score -6704809 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -6704886.000000 Penalty: 3586.768555
	Iteration 19Q: 3 clusters Score -6704886 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -6704932.500000 Penalty: 3586.768555
	Iteration 20F: 3 clusters Score -6704932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -6705012.500000 Penalty: 3586.768555
	Iteration 21Q: 3 clusters Score -6705012 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -6705086.500000 Penalty: 3586.768555
	Iteration 22Q: 3 clusters Score -6705086 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -6705169.500000 Penalty: 3586.768555
	Iteration 23Q: 3 clusters Score -6705170 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -6705194.500000 Penalty: 3586.768555
	Iteration 24Q: 3 clusters Score -6705194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6705293.500000 Penalty: 3586.768555
	Iteration 25Q: 3 clusters Score -6705294 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -6705328.000000 Penalty: 3586.768555
	Iteration 26Q: 3 clusters Score -6705328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6705382.500000 Penalty: 3586.768555
	Iteration 27Q: 3 clusters Score -6705382 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -6705413.500000 Penalty: 3586.768555
	Iteration 28Q: 3 clusters Score -6705414 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -6705458.500000 Penalty: 3586.768555
	Iteration 29Q: 3 clusters Score -6705458 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -6705504.500000 Penalty: 3586.768555
	Iteration 30Q: 3 clusters Score -6705504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -6705542.000000 Penalty: 3586.768555
	Iteration 31Q: 3 clusters Score -6705542 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -6705610.500000 Penalty: 3586.768555
	Iteration 32Q: 3 clusters Score -6705610 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -6705629.000000 Penalty: 3586.768555
	Iteration 33Q: 3 clusters Score -6705629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -6705672.500000 Penalty: 3586.768555
	Iteration 34Q: 3 clusters Score -6705672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -6705732.000000 Penalty: 3586.768555
	Iteration 35Q: 3 clusters Score -6705732 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -6705759.500000 Penalty: 3586.768555
	Iteration 36Q: 3 clusters Score -6705760 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -6705789.000000 Penalty: 3586.768555
	Iteration 37Q: 3 clusters Score -6705789 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -6705838.500000 Penalty: 3586.768555
	Iteration 38Q: 3 clusters Score -6705838 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -6705853.500000 Penalty: 3586.768555
	Iteration 39Q: 3 clusters Score -6705854 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -6705853.000000 Penalty: 3586.768555
	Iteration 40F: 3 clusters Score -6705853 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -6705884.000000 Penalty: 3586.768555
	Iteration 41Q: 3 clusters Score -6705884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6705925.500000 Penalty: 3586.768555
	Iteration 42Q: 3 clusters Score -6705926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6705951.500000 Penalty: 3586.768555
	Iteration 43Q: 3 clusters Score -6705952 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6705979.000000 Penalty: 3586.768555
	Iteration 44Q: 3 clusters Score -6705979 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6706000.500000 Penalty: 3586.768555
	Iteration 45Q: 3 clusters Score -6706000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -6706045.500000 Penalty: 3586.768555
	Iteration 46Q: 3 clusters Score -6706046 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -6706081.000000 Penalty: 3586.768555
	Iteration 47Q: 3 clusters Score -6706081 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -6706094.500000 Penalty: 3586.768555
	Iteration 48Q: 3 clusters Score -6706094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6706130.000000 Penalty: 3586.768555
	Iteration 49Q: 3 clusters Score -6706130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -6706148.000000 Penalty: 3586.768555
	Iteration 50Q: 3 clusters Score -6706148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -6706176.000000 Penalty: 3586.768555
	Iteration 51Q: 3 clusters Score -6706176 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -6706196.500000 Penalty: 3586.768555
	Iteration 52Q: 3 clusters Score -6706196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6706234.500000 Penalty: 3586.768555
	Iteration 53Q: 3 clusters Score -6706234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -6706235.000000 Penalty: 3586.768555
	Iteration 54Q: 3 clusters Score -6706235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -6706253.500000 Penalty: 3586.768555
	Iteration 55Q: 3 clusters Score -6706254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6706268.500000 Penalty: 3586.768555
	Iteration 56Q: 3 clusters Score -6706268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -6706294.000000 Penalty: 3586.768555
	Iteration 57Q: 3 clusters Score -6706294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -6706300.000000 Penalty: 3586.768555
	Iteration 58Q: 3 clusters Score -6706300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -6706328.000000 Penalty: 3586.768555
	Iteration 59Q: 3 clusters Score -6706328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6706352.000000 Penalty: 3586.768555
	Iteration 60F: 3 clusters Score -6706352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6706364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -6706356.000000 Penalty: 3586.768555
	Iteration 62Q: 3 clusters Score -6706356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6706373.500000 Penalty: 3586.768555
	Iteration 63Q: 3 clusters Score -6706374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6706384.500000 Penalty: 3586.768555
	Iteration 64Q: 3 clusters Score -6706384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6706396.500000 Penalty: 3586.768555
	Iteration 65Q: 3 clusters Score -6706396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -6706406.500000 Penalty: 3586.768555
	Iteration 66Q: 3 clusters Score -6706406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6706408.000000 Penalty: 3586.768555
	Iteration 67Q: 3 clusters Score -6706408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -6706398.500000 Penalty: 3586.768555
	Iteration 68Q: 3 clusters Score -6706398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6706412.000000 Penalty: 3586.768555
	Iteration 69Q: 3 clusters Score -6706412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -6706414.500000 Penalty: 3586.768555
	Iteration 70Q: 3 clusters Score -6706414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6706422.500000 Penalty: 3586.768555
	Iteration 71Q: 3 clusters Score -6706422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6706436.500000 Penalty: 3586.768555
	Iteration 72Q: 3 clusters Score -6706436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6706450.000000 Penalty: 3586.768555
	Iteration 73Q: 3 clusters Score -6706450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -6706453.000000 Penalty: 3586.768555
	Iteration 74Q: 3 clusters Score -6706453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -6706456.000000 Penalty: 3586.768555
	Iteration 75Q: 3 clusters Score -6706456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6706471.500000 Penalty: 3586.768555
	Iteration 76Q: 3 clusters Score -6706472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -6706481.000000 Penalty: 3586.768555
	Iteration 77Q: 3 clusters Score -6706481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6706489.500000 Penalty: 3586.768555
	Iteration 78Q: 3 clusters Score -6706490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -6706471.000000 Penalty: 3586.768555
	Iteration 79Q: 3 clusters Score -6706471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -6706496.000000 Penalty: 3586.768555
	Iteration 80F: 3 clusters Score -6706496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6706509.000000 Penalty: 3586.768555
	Iteration 81Q: 3 clusters Score -6706509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6706514.000000 Penalty: 3586.768555
	Iteration 82Q: 3 clusters Score -6706514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6706521.000000 Penalty: 3586.768555
	Iteration 83Q: 3 clusters Score -6706521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -6706518.500000 Penalty: 3586.768555
	Iteration 84Q: 3 clusters Score -6706518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6706520.500000 Penalty: 3586.768555
	Iteration 85Q: 3 clusters Score -6706520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6706521.000000 Penalty: 3586.768555
	Iteration 86Q: 3 clusters Score -6706521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6706524.000000 Penalty: 3586.768555
	Iteration 87Q: 3 clusters Score -6706524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -6706527.000000 Penalty: 3586.768555
	Iteration 88Q: 3 clusters Score -6706527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -6706530.000000 Penalty: 3586.768555
	Iteration 89Q: 3 clusters Score -6706530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6706545.500000 Penalty: 3586.768555
	Iteration 90Q: 3 clusters Score -6706546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -6706553.000000 Penalty: 3586.768555
	Iteration 91Q: 3 clusters Score -6706553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -6706554.500000 Penalty: 3586.768555
	Iteration 92Q: 3 clusters Score -6706554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6706559.500000 Penalty: 3586.768555
	Iteration 93Q: 3 clusters Score -6706560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -6706566.000000 Penalty: 3586.768555
	Iteration 94Q: 3 clusters Score -6706566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6706557.500000 Penalty: 3586.768555
	Iteration 95Q: 3 clusters Score -6706558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6706551.500000 Penalty: 3586.768555
	Iteration 96Q: 3 clusters Score -6706552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6706549.500000 Penalty: 3586.768555
	Iteration 97Q: 3 clusters Score -6706550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -6706546.500000 Penalty: 3586.768555
	Iteration 98Q: 3 clusters Score -6706546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6706559.500000 Penalty: 3586.768555
	Iteration 99Q: 3 clusters Score -6706560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6706560.500000 Penalty: 3586.768555
	Iteration 100F: 3 clusters Score -6706560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6706568.500000 Penalty: 3586.768555
	Iteration 101Q: 3 clusters Score -6706568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6706567.000000 Penalty: 3586.768555
	Iteration 102Q: 3 clusters Score -6706567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6706581.000000 Penalty: 3586.768555
	Iteration 103Q: 3 clusters Score -6706581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6706600.000000 Penalty: 3586.768555
	Iteration 104Q: 3 clusters Score -6706600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6706600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6706593.000000 Penalty: 3586.768555
	Iteration 106Q: 3 clusters Score -6706593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6706606.000000 Penalty: 3586.768555
	Iteration 107Q: 3 clusters Score -6706606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6706614.000000 Penalty: 3586.768555
	Iteration 108Q: 3 clusters Score -6706614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6706627.500000 Penalty: 3586.768555
	Iteration 109Q: 3 clusters Score -6706628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6706632.000000 Penalty: 3586.768555
	Iteration 110Q: 3 clusters Score -6706632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6706635.000000 Penalty: 3586.768555
	Iteration 111Q: 3 clusters Score -6706635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6706648.000000 Penalty: 3586.768555
	Iteration 112Q: 3 clusters Score -6706648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6706656.500000 Penalty: 3586.768555
	Iteration 113Q: 3 clusters Score -6706656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6706656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6706651.500000 Penalty: 3586.768555
	Iteration 115Q: 3 clusters Score -6706652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6706667.000000 Penalty: 3586.768555
	Iteration 116Q: 3 clusters Score -6706667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6706668.500000 Penalty: 3586.768555
	Iteration 117Q: 3 clusters Score -6706668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6706665.500000 Penalty: 3586.768555
	Iteration 118Q: 3 clusters Score -6706666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6706663.000000 Penalty: 3586.768555
	Iteration 119Q: 3 clusters Score -6706663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6706683.500000 Penalty: 3586.768555
	Iteration 120F: 3 clusters Score -6706684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -6706680.000000 Penalty: 3586.768555
	Iteration 121Q: 3 clusters Score -6706680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6706689.000000 Penalty: 3586.768555
	Iteration 122Q: 3 clusters Score -6706689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6706688.000000 Penalty: 3586.768555
	Iteration 123Q: 3 clusters Score -6706688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6706700.500000 Penalty: 3586.768555
	Iteration 124Q: 3 clusters Score -6706700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -6706700.000000 Penalty: 3586.768555
	Iteration 125Q: 3 clusters Score -6706700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6706718.500000 Penalty: 3586.768555
	Iteration 126Q: 3 clusters Score -6706718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6706724.500000 Penalty: 3586.768555
	Iteration 127Q: 3 clusters Score -6706724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6706742.000000 Penalty: 3586.768555
	Iteration 128Q: 3 clusters Score -6706742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6706747.000000 Penalty: 3586.768555
	Iteration 129Q: 3 clusters Score -6706747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6706756.000000 Penalty: 3586.768555
	Iteration 130Q: 3 clusters Score -6706756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6706770.500000 Penalty: 3586.768555
	Iteration 131Q: 3 clusters Score -6706770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6706777.000000 Penalty: 3586.768555
	Iteration 132Q: 3 clusters Score -6706777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6706782.500000 Penalty: 3586.768555
	Iteration 133Q: 3 clusters Score -6706782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6706786.000000 Penalty: 3586.768555
	Iteration 134Q: 3 clusters Score -6706786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6706803.000000 Penalty: 3586.768555
	Iteration 135Q: 3 clusters Score -6706803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6706795.000000 Penalty: 3586.768555
	Iteration 136Q: 3 clusters Score -6706795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6706814.500000 Penalty: 3586.768555
	Iteration 137Q: 3 clusters Score -6706814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6706797.000000 Penalty: 3586.768555
	Iteration 138Q: 3 clusters Score -6706797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6706814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6706803.500000 Penalty: 3586.768555
	Iteration 140F: 3 clusters Score -6706804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6706814.000000 Penalty: 3586.768555
	Iteration 141Q: 3 clusters Score -6706814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6706826.000000 Penalty: 3586.768555
	Iteration 142Q: 3 clusters Score -6706826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6706833.000000 Penalty: 3586.768555
	Iteration 143Q: 3 clusters Score -6706833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6706841.000000 Penalty: 3586.768555
	Iteration 144Q: 3 clusters Score -6706841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6706845.000000 Penalty: 3586.768555
	Iteration 145Q: 3 clusters Score -6706845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6706842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6706852.000000 Penalty: 3586.768555
	Iteration 147Q: 3 clusters Score -6706852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6706866.500000 Penalty: 3586.768555
	Iteration 148Q: 3 clusters Score -6706866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6706891.000000 Penalty: 3586.768555
	Iteration 149Q: 3 clusters Score -6706891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6706892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6706913.500000 Penalty: 3586.768555
	Iteration 151Q: 3 clusters Score -6706914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6706908.000000 Penalty: 3586.768555
	Iteration 152Q: 3 clusters Score -6706908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6706943.500000 Penalty: 3586.768555
	Iteration 153Q: 3 clusters Score -6706944 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6706958.000000 Penalty: 3586.768555
	Iteration 154Q: 3 clusters Score -6706958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6706963.500000 Penalty: 3586.768555
	Iteration 155Q: 3 clusters Score -6706964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6706979.500000 Penalty: 3586.768555
	Iteration 156Q: 3 clusters Score -6706980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6706997.500000 Penalty: 3586.768555
	Iteration 157Q: 3 clusters Score -6706998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6707014.000000 Penalty: 3586.768555
	Iteration 158Q: 3 clusters Score -6707014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6707015.000000 Penalty: 3586.768555
	Iteration 159Q: 3 clusters Score -6707015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6707034.000000 Penalty: 3586.768555
	Iteration 160F: 3 clusters Score -6707034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6707038.000000 Penalty: 3586.768555
	Iteration 161Q: 3 clusters Score -6707038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6707054.500000 Penalty: 3586.768555
	Iteration 162Q: 3 clusters Score -6707054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6707062.000000 Penalty: 3586.768555
	Iteration 163Q: 3 clusters Score -6707062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6707063.500000 Penalty: 3586.768555
	Iteration 164Q: 3 clusters Score -6707064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6707064.000000 Penalty: 3586.768555
	Iteration 165Q: 3 clusters Score -6707064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6707074.500000 Penalty: 3586.768555
	Iteration 166Q: 3 clusters Score -6707074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6707066.000000 Penalty: 3586.768555
	Iteration 167Q: 3 clusters Score -6707066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6707076.500000 Penalty: 3586.768555
	Iteration 168Q: 3 clusters Score -6707076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6707078.000000 Penalty: 3586.768555
	Iteration 169Q: 3 clusters Score -6707078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6707081.500000 Penalty: 3586.768555
	Iteration 170Q: 3 clusters Score -6707082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6707077.000000 Penalty: 3586.768555
	Iteration 171Q: 3 clusters Score -6707077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6707075.500000 Penalty: 3586.768555
	Iteration 172Q: 3 clusters Score -6707076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6707090.000000 Penalty: 3586.768555
	Iteration 173Q: 3 clusters Score -6707090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6707103.000000 Penalty: 3586.768555
	Iteration 174Q: 3 clusters Score -6707103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6707106.500000 Penalty: 3586.768555
	Iteration 175Q: 3 clusters Score -6707106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6707114.000000 Penalty: 3586.768555
	Iteration 176Q: 3 clusters Score -6707114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6707114.000000 Penalty: 3586.768555
	Iteration 177Q: 3 clusters Score -6707114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6707118.000000 Penalty: 3586.768555
	Iteration 178Q: 3 clusters Score -6707118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6707122.500000 Penalty: 3586.768555
	Iteration 179Q: 3 clusters Score -6707122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6707125.500000 Penalty: 3586.768555
	Iteration 180F: 3 clusters Score -6707126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6707128.500000 Penalty: 3586.768555
	Iteration 181Q: 3 clusters Score -6707128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6707129.500000 Penalty: 3586.768555
	Iteration 182Q: 3 clusters Score -6707130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6707143.500000 Penalty: 3586.768555
	Iteration 183Q: 3 clusters Score -6707144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6707139.500000 Penalty: 3586.768555
	Iteration 184Q: 3 clusters Score -6707140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6707139.000000 Penalty: 3586.768555
	Iteration 185Q: 3 clusters Score -6707139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6707139.000000 Penalty: 3586.768555
	Iteration 186Q: 3 clusters Score -6707139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6707134.500000 Penalty: 3586.768555
	Iteration 187Q: 3 clusters Score -6707134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6707126.500000 Penalty: 3586.768555
	Iteration 188Q: 3 clusters Score -6707126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6707131.000000 Penalty: 3586.768555
	Iteration 189Q: 3 clusters Score -6707131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6707135.000000 Penalty: 3586.768555
	Iteration 190Q: 3 clusters Score -6707135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6707137.000000 Penalty: 3586.768555
	Iteration 191Q: 3 clusters Score -6707137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6707131.500000 Penalty: 3586.768555
	Iteration 192Q: 3 clusters Score -6707132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6707131.000000 Penalty: 3586.768555
	Iteration 193Q: 3 clusters Score -6707131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6707140.000000 Penalty: 3586.768555
	Iteration 194Q: 3 clusters Score -6707140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6707139.500000 Penalty: 3586.768555
	Iteration 195Q: 3 clusters Score -6707140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6707144.500000 Penalty: 3586.768555
	Iteration 196Q: 3 clusters Score -6707144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6707144.500000 Penalty: 3586.768555
	Iteration 197F: 3 clusters Score -6707144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Entering Unmasked Estep 
Score: -3745663.750000 Penalty: 1703.353882
	Iteration 0F: 2 clusters Score -3745664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3721772.500000 Penalty: 3406.707764
	Iteration 0F: 3 clusters Score -3721772 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3730928.750000 Penalty: 3406.707764
	Iteration 1F: 3 clusters Score -3730929 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3731466.750000 Penalty: 3406.707764
	Iteration 2Q: 3 clusters Score -3731467 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3732090.000000 Penalty: 3406.707764
	Iteration 3Q: 3 clusters Score -3732090 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3732950.750000 Penalty: 3406.707764
	Iteration 4F: 3 clusters Score -3732951 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3734157.000000 Penalty: 3406.707764
	Iteration 5F: 3 clusters Score -3734157 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3735699.750000 Penalty: 3406.707764
	Iteration 6F: 3 clusters Score -3735700 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3737434.750000 Penalty: 3406.707764
	Iteration 7F: 3 clusters Score -3737435 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3739238.250000 Penalty: 3406.707764
	Iteration 8F: 3 clusters Score -3739238 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3740694.250000 Penalty: 3406.707764
	Iteration 9F: 3 clusters Score -3740694 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3741523.750000 Penalty: 3406.707764
	Iteration 10Q: 3 clusters Score -3741524 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3741945.000000 Penalty: 3406.707764
	Iteration 11Q: 3 clusters Score -3741945 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3742220.750000 Penalty: 3406.707764
	Iteration 12Q: 3 clusters Score -3742221 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3742402.500000 Penalty: 3406.707764
	Iteration 13Q: 3 clusters Score -3742402 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3742618.250000 Penalty: 3406.707764
	Iteration 14Q: 3 clusters Score -3742618 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3742823.750000 Penalty: 3406.707764
	Iteration 15Q: 3 clusters Score -3742824 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3743008.250000 Penalty: 3406.707764
	Iteration 16Q: 3 clusters Score -3743008 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3743141.250000 Penalty: 3406.707764
	Iteration 17Q: 3 clusters Score -3743141 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3743273.500000 Penalty: 3406.707764
	Iteration 18Q: 3 clusters Score -3743274 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3743395.750000 Penalty: 3406.707764
	Iteration 19Q: 3 clusters Score -3743396 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3743512.250000 Penalty: 3406.707764
	Iteration 20F: 3 clusters Score -3743512 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3743612.750000 Penalty: 3406.707764
	Iteration 21Q: 3 clusters Score -3743613 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3743708.750000 Penalty: 3406.707764
	Iteration 22Q: 3 clusters Score -3743709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3743803.500000 Penalty: 3406.707764
	Iteration 23Q: 3 clusters Score -3743804 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3743866.250000 Penalty: 3406.707764
	Iteration 24Q: 3 clusters Score -3743866 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3743915.750000 Penalty: 3406.707764
	Iteration 25Q: 3 clusters Score -3743916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3743959.500000 Penalty: 3406.707764
	Iteration 26Q: 3 clusters Score -3743960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3743986.250000 Penalty: 3406.707764
	Iteration 27Q: 3 clusters Score -3743986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3744031.750000 Penalty: 3406.707764
	Iteration 28Q: 3 clusters Score -3744032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3744070.250000 Penalty: 3406.707764
	Iteration 29Q: 3 clusters Score -3744070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3744111.250000 Penalty: 3406.707764
	Iteration 30Q: 3 clusters Score -3744111 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3744157.250000 Penalty: 3406.707764
	Iteration 31Q: 3 clusters Score -3744157 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3744194.750000 Penalty: 3406.707764
	Iteration 32Q: 3 clusters Score -3744195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3744219.750000 Penalty: 3406.707764
	Iteration 33Q: 3 clusters Score -3744220 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3744251.250000 Penalty: 3406.707764
	Iteration 34Q: 3 clusters Score -3744251 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3744286.500000 Penalty: 3406.707764
	Iteration 35Q: 3 clusters Score -3744286 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3744318.000000 Penalty: 3406.707764
	Iteration 36Q: 3 clusters Score -3744318 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3744354.000000 Penalty: 3406.707764
	Iteration 37Q: 3 clusters Score -3744354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3744401.500000 Penalty: 3406.707764
	Iteration 38Q: 3 clusters Score -3744402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3744440.750000 Penalty: 3406.707764
	Iteration 39Q: 3 clusters Score -3744441 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3744475.250000 Penalty: 3406.707764
	Iteration 40F: 3 clusters Score -3744475 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3744491.500000 Penalty: 3406.707764
	Iteration 41Q: 3 clusters Score -3744492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3744527.000000 Penalty: 3406.707764
	Iteration 42Q: 3 clusters Score -3744527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3744532.500000 Penalty: 3406.707764
	Iteration 43Q: 3 clusters Score -3744532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3744548.250000 Penalty: 3406.707764
	Iteration 44Q: 3 clusters Score -3744548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3744575.750000 Penalty: 3406.707764
	Iteration 45Q: 3 clusters Score -3744576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3744591.000000 Penalty: 3406.707764
	Iteration 46Q: 3 clusters Score -3744591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3744606.750000 Penalty: 3406.707764
	Iteration 47Q: 3 clusters Score -3744607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3744613 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3744619 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3744636 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3744651 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3744675 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3744691 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3744701 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3744718 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3744722 nChanged 45
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Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3744735 nChanged 39
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Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3744737 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3744747 nChanged 30
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Mstep: Class 1 contains 33922 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3744756 nChanged 26
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Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3744757 nChanged 28
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Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3744767 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3744775 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3744773 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3744778 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3744775 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3744779 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3744784 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3744785 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3744792 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3744788 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3744792 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3744791 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3744795 nChanged 4
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Mstep: Class 1 contains 34146 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3744798 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3744794 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3744792 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3744793 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3744798 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3744796 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1502 members 
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	Iteration 81Q: 3 clusters Score -3744796 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34177 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3744795 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34181 members 
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	Iteration 83Q: 3 clusters Score -3744800 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34187 members 
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	Iteration 84Q: 3 clusters Score -3744802 nChanged 5
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Mstep: Class 1 contains 34192 members 
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	Iteration 85Q: 3 clusters Score -3744801 nChanged 5
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Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3744803 nChanged 4
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Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3744800 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3744801 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3744804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3744806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3744805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3744806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3744806 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3744811.000000 Penalty: 3406.707764
	Iteration 94Q: 3 clusters Score -3744811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3744812 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3744809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3744805 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3744808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3744808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3744806.250000 Penalty: 3406.707764
	Iteration 100F: 3 clusters Score -3744806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3744814.000000 Penalty: 3406.707764
	Iteration 101Q: 3 clusters Score -3744814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3744818.000000 Penalty: 3406.707764
	Iteration 102Q: 3 clusters Score -3744818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3744821.250000 Penalty: 3406.707764
	Iteration 103Q: 3 clusters Score -3744821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3744817.000000 Penalty: 3406.707764
	Iteration 104Q: 3 clusters Score -3744817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3744820.500000 Penalty: 3406.707764
	Iteration 105Q: 3 clusters Score -3744820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3744821.750000 Penalty: 3406.707764
	Iteration 106Q: 3 clusters Score -3744822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3744825.500000 Penalty: 3406.707764
	Iteration 107Q: 3 clusters Score -3744826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3744829.250000 Penalty: 3406.707764
	Iteration 108Q: 3 clusters Score -3744829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3744838.000000 Penalty: 3406.707764
	Iteration 109Q: 3 clusters Score -3744838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3744849.750000 Penalty: 3406.707764
	Iteration 110Q: 3 clusters Score -3744850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3744862 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3744896 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3744954.500000 Penalty: 3406.707764
	Iteration 113Q: 3 clusters Score -3744954 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3745026.500000 Penalty: 3406.707764
	Iteration 114Q: 3 clusters Score -3745026 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3745135.500000 Penalty: 3406.707764
	Iteration 115Q: 3 clusters Score -3745136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3745210.500000 Penalty: 3406.707764
	Iteration 116Q: 3 clusters Score -3745210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3745247.000000 Penalty: 3406.707764
	Iteration 117Q: 3 clusters Score -3745247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3745274.750000 Penalty: 3406.707764
	Iteration 118Q: 3 clusters Score -3745275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3745297.750000 Penalty: 3406.707764
	Iteration 119Q: 3 clusters Score -3745298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3745310.750000 Penalty: 3406.707764
	Iteration 120F: 3 clusters Score -3745311 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3745325.750000 Penalty: 3406.707764
	Iteration 121Q: 3 clusters Score -3745326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3745341.750000 Penalty: 3406.707764
	Iteration 122Q: 3 clusters Score -3745342 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3745344 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3745350 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3745358 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3745361 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3745359 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3745363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3745362 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3745362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3745360.500000 Penalty: 3406.707764
	Iteration 131Q: 3 clusters Score -3745360 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3745363.250000 Penalty: 3406.707764
	Iteration 132Q: 3 clusters Score -3745363 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3745363.250000 Penalty: 3406.707764
	Iteration 133Q: 3 clusters Score -3745363 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3745360.250000 Penalty: 3406.707764
	Iteration 134Q: 3 clusters Score -3745360 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3745361 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3745361 nChanged 0
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Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 137F: 3 clusters Score -3745361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -10020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9514.021 nChanged 15
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Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9618.596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9634.488281 Penalty: 1584.439209
	Iteration 2Q: 3 clusters Score -9634.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9647.774414 Penalty: 1584.439209
	Iteration 3Q: 3 clusters Score -9647.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9653.120117 Penalty: 1584.439209
	Iteration 4Q: 3 clusters Score -9653.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9655.142578 Penalty: 1584.439209
	Iteration 5Q: 3 clusters Score -9655.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9656.223633 Penalty: 1584.439209
	Iteration 6Q: 3 clusters Score -9656.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9656.223633 Penalty: 1584.439209
	Iteration 7F: 3 clusters Score -9656.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (217340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217340 members 
Entering Unmasked Estep 
Score: -23162982.000000 Penalty: 1996.997925
	Iteration 0F: 2 clusters Score -2.316298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 108045 members 
Entering Unmasked Estep 
Score: -23022624.000000 Penalty: 3993.995850
	Iteration 0F: 3 clusters Score -2.302262e+07 nChanged 105425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -23086710.000000 Penalty: 3993.995850
	Iteration 1F: 3 clusters Score -2.308671e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -23091358.000000 Penalty: 3993.995850
	Iteration 2Q: 3 clusters Score -2.309136e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147513 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -23100274.000000 Penalty: 3993.995850
	Iteration 3F: 3 clusters Score -2.310027e+07 nChanged 18566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -23113376.000000 Penalty: 3993.995850
	Iteration 4F: 3 clusters Score -2.311338e+07 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185576 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -23130764.000000 Penalty: 3993.995850
	Iteration 5F: 3 clusters Score -2.313076e+07 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -23145976.000000 Penalty: 3993.995850
	Iteration 6F: 3 clusters Score -2.314598e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210715 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -23155110.000000 Penalty: 3993.995850
	Iteration 7Q: 3 clusters Score -2.315511e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214448 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -23158714.000000 Penalty: 3993.995850
	Iteration 8Q: 3 clusters Score -2.315871e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215701 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -23160142.000000 Penalty: 3993.995850
	Iteration 9Q: 3 clusters Score -2.316014e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216127 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -23160794.000000 Penalty: 3993.995850
	Iteration 10Q: 3 clusters Score -2.316079e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216266 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23160994.000000 Penalty: 3993.995850
	Iteration 11Q: 3 clusters Score -2.316099e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216321 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23161078.000000 Penalty: 3993.995850
	Iteration 12Q: 3 clusters Score -2.316108e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216345 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23161144.000000 Penalty: 3993.995850
	Iteration 13Q: 3 clusters Score -2.316114e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216368 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23161190.000000 Penalty: 3993.995850
	Iteration 14Q: 3 clusters Score -2.316119e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216378 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23161242.000000 Penalty: 3993.995850
	Iteration 15Q: 3 clusters Score -2.316124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216395 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23161250.000000 Penalty: 3993.995850
	Iteration 16Q: 3 clusters Score -2.316125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216402 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23161280.000000 Penalty: 3993.995850
	Iteration 17Q: 3 clusters Score -2.316128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216406 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23161298.000000 Penalty: 3993.995850
	Iteration 18Q: 3 clusters Score -2.31613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216408 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23161298.000000 Penalty: 3993.995850
	Iteration 19Q: 3 clusters Score -2.31613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216406 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23161298.000000 Penalty: 3993.995850
	Iteration 20F: 3 clusters Score -2.31613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216402 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23161316.000000 Penalty: 3993.995850
	Iteration 21Q: 3 clusters Score -2.316132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23161330.000000 Penalty: 3993.995850
	Iteration 22Q: 3 clusters Score -2.316133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216386 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23161320.000000 Penalty: 3993.995850
	Iteration 23Q: 3 clusters Score -2.316132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216384 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23161344.000000 Penalty: 3993.995850
	Iteration 24Q: 3 clusters Score -2.316134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23161354.000000 Penalty: 3993.995850
	Iteration 25Q: 3 clusters Score -2.316135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216384 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23161340.000000 Penalty: 3993.995850
	Iteration 26Q: 3 clusters Score -2.316134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161344.000000 Penalty: 3993.995850
	Iteration 27Q: 3 clusters Score -2.316134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161342.000000 Penalty: 3993.995850
	Iteration 28Q: 3 clusters Score -2.316134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23161356.000000 Penalty: 3993.995850
	Iteration 29Q: 3 clusters Score -2.316136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161368.000000 Penalty: 3993.995850
	Iteration 30Q: 3 clusters Score -2.316137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23161368.000000 Penalty: 3993.995850
	Iteration 31Q: 3 clusters Score -2.316137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216378 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23161380.000000 Penalty: 3993.995850
	Iteration 32Q: 3 clusters Score -2.316138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216379 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23161376.000000 Penalty: 3993.995850
	Iteration 33Q: 3 clusters Score -2.316138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161392.000000 Penalty: 3993.995850
	Iteration 34Q: 3 clusters Score -2.316139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23161394.000000 Penalty: 3993.995850
	Iteration 35Q: 3 clusters Score -2.316139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216379 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23161384.000000 Penalty: 3993.995850
	Iteration 36Q: 3 clusters Score -2.316138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23161388.000000 Penalty: 3993.995850
	Iteration 37Q: 3 clusters Score -2.316139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161380.000000 Penalty: 3993.995850
	Iteration 38Q: 3 clusters Score -2.316138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161374.000000 Penalty: 3993.995850
	Iteration 39Q: 3 clusters Score -2.316137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23161374.000000 Penalty: 3993.995850
	Iteration 40F: 3 clusters Score -2.316137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -166090.328125 Penalty: 1197.150024
	Iteration 0F: 2 clusters Score -166090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164244.125000 Penalty: 2394.300049
	Iteration 0F: 3 clusters Score -164244.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -164583.890625 Penalty: 2394.300049
	Iteration 1F: 3 clusters Score -164583.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164687.828125 Penalty: 2394.300049
	Iteration 2F: 3 clusters Score -164687.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164763.906250 Penalty: 2394.300049
	Iteration 3F: 3 clusters Score -164763.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -164819.484375 Penalty: 2394.300049
	Iteration 4Q: 3 clusters Score -164819.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -164851.500000 Penalty: 2394.300049
	Iteration 5Q: 3 clusters Score -164851.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164875.437500 Penalty: 2394.300049
	Iteration 6Q: 3 clusters Score -164875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164891.453125 Penalty: 2394.300049
	Iteration 7Q: 3 clusters Score -164891.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164902.687500 Penalty: 2394.300049
	Iteration 8Q: 3 clusters Score -164902.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164913.031250 Penalty: 2394.300049
	Iteration 9Q: 3 clusters Score -164913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -164918.500000 Penalty: 2394.300049
	Iteration 10Q: 3 clusters Score -164918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164922.687500 Penalty: 2394.300049
	Iteration 11Q: 3 clusters Score -164922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164925.109375 Penalty: 2394.300049
	Iteration 12Q: 3 clusters Score -164925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164928.187500 Penalty: 2394.300049
	Iteration 13Q: 3 clusters Score -164928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164928.187500 Penalty: 2394.300049
	Iteration 14F: 3 clusters Score -164928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -493034.562500 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -493034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -489339.187500 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -489339.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -490266.437500 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -490266.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -490426.437500 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -490426.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -490537.031250 Penalty: 2738.862061
	Iteration 3F: 3 clusters Score -490537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -490615.375000 Penalty: 2738.862061
	Iteration 4Q: 3 clusters Score -490615.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -490674.281250 Penalty: 2738.862061
	Iteration 5Q: 3 clusters Score -490674.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -490736.156250 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -490736.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -490798.843750 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -490798.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -490869.781250 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -490869.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -490946.406250 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -490946.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -491031.656250 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -491031.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -491137.968750 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -491138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -491242.937500 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -491242.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -491345.875000 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -491345.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -491437.500000 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -491437.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -491503.656250 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -491503.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -491550.687500 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -491550.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -491590.468750 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -491590.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -491624.031250 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -491624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -491653.000000 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -491653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -491672.312500 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -491672.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -491691.906250 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -491691.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -491704.906250 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -491704.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -491714.625000 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -491714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -491727.593750 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -491727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -491735.812500 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -491735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -491739.281250 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -491739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -491741.937500 Penalty: 2738.862061
	Iteration 27Q: 3 clusters Score -491741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -491742.812500 Penalty: 2738.862061
	Iteration 28Q: 3 clusters Score -491742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -491742.531250 Penalty: 2738.862061
	Iteration 29Q: 3 clusters Score -491742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -491742.531250 Penalty: 2738.862061
	Iteration 30F: 3 clusters Score -491742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Entering Unmasked Estep 
Score: -1241021.625000 Penalty: 1517.801270
	Iteration 0F: 2 clusters Score -1241022 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 5724 members 
Entering Unmasked Estep 
Score: -1232972.750000 Penalty: 3035.602539
	Iteration 0F: 3 clusters Score -1232973 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1235514.000000 Penalty: 3035.602539
	Iteration 1F: 3 clusters Score -1235514 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1235780.125000 Penalty: 3035.602539
	Iteration 2F: 3 clusters Score -1235780 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1236057.375000 Penalty: 3035.602539
	Iteration 3F: 3 clusters Score -1236057 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1236442.000000 Penalty: 3035.602539
	Iteration 4F: 3 clusters Score -1236442 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1236991.000000 Penalty: 3035.602539
	Iteration 5F: 3 clusters Score -1236991 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1237676.125000 Penalty: 3035.602539
	Iteration 6F: 3 clusters Score -1237676 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1238425.750000 Penalty: 3035.602539
	Iteration 7F: 3 clusters Score -1238426 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1239019.500000 Penalty: 3035.602539
	Iteration 8F: 3 clusters Score -1239020 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1239426.500000 Penalty: 3035.602539
	Iteration 9Q: 3 clusters Score -1239426 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1239686.875000 Penalty: 3035.602539
	Iteration 10Q: 3 clusters Score -1239687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1239862.750000 Penalty: 3035.602539
	Iteration 11Q: 3 clusters Score -1239863 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1239969.500000 Penalty: 3035.602539
	Iteration 12Q: 3 clusters Score -1239970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1240054.500000 Penalty: 3035.602539
	Iteration 13Q: 3 clusters Score -1240054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1240105.375000 Penalty: 3035.602539
	Iteration 14Q: 3 clusters Score -1240105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1240152.250000 Penalty: 3035.602539
	Iteration 15Q: 3 clusters Score -1240152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1240184.625000 Penalty: 3035.602539
	Iteration 16Q: 3 clusters Score -1240185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1240201.625000 Penalty: 3035.602539
	Iteration 17Q: 3 clusters Score -1240202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1240213.875000 Penalty: 3035.602539
	Iteration 18Q: 3 clusters Score -1240214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1240227.750000 Penalty: 3035.602539
	Iteration 19Q: 3 clusters Score -1240228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1240236.750000 Penalty: 3035.602539
	Iteration 20F: 3 clusters Score -1240237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1240243.125000 Penalty: 3035.602539
	Iteration 21Q: 3 clusters Score -1240243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1240246.875000 Penalty: 3035.602539
	Iteration 22Q: 3 clusters Score -1240247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1240255.875000 Penalty: 3035.602539
	Iteration 23Q: 3 clusters Score -1240256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1240260.000000 Penalty: 3035.602539
	Iteration 24Q: 3 clusters Score -1240260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1240271.000000 Penalty: 3035.602539
	Iteration 25Q: 3 clusters Score -1240271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1240278.750000 Penalty: 3035.602539
	Iteration 26Q: 3 clusters Score -1240279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1240277.750000 Penalty: 3035.602539
	Iteration 27Q: 3 clusters Score -1240278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1240278.750000 Penalty: 3035.602539
	Iteration 28Q: 3 clusters Score -1240279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1240281.375000 Penalty: 3035.602539
	Iteration 29Q: 3 clusters Score -1240281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1240280.000000 Penalty: 3035.602539
	Iteration 30Q: 3 clusters Score -1240280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1240279.750000 Penalty: 3035.602539
	Iteration 31Q: 3 clusters Score -1240280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1240279.750000 Penalty: 3035.602539
	Iteration 32F: 3 clusters Score -1240280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -1001285.562500 Penalty: 1482.741699
	Iteration 0F: 2 clusters Score -1001286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -994675.062500 Penalty: 2965.483398
	Iteration 0F: 3 clusters Score -994675.1 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -996850.125000 Penalty: 2965.483398
	Iteration 1F: 3 clusters Score -996850.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -997022.562500 Penalty: 2965.483398
	Iteration 2F: 3 clusters Score -997022.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -997142.500000 Penalty: 2965.483398
	Iteration 3Q: 3 clusters Score -997142.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -997252.000000 Penalty: 2965.483398
	Iteration 4Q: 3 clusters Score -997252 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -997372.937500 Penalty: 2965.483398
	Iteration 5Q: 3 clusters Score -997372.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -997500.937500 Penalty: 2965.483398
	Iteration 6Q: 3 clusters Score -997500.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -997629.625000 Penalty: 2965.483398
	Iteration 7Q: 3 clusters Score -997629.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -997784.875000 Penalty: 2965.483398
	Iteration 8Q: 3 clusters Score -997784.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -997963.000000 Penalty: 2965.483398
	Iteration 9Q: 3 clusters Score -997963 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -998161.750000 Penalty: 2965.483398
	Iteration 10Q: 3 clusters Score -998161.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -998354.750000 Penalty: 2965.483398
	Iteration 11Q: 3 clusters Score -998354.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -998555.500000 Penalty: 2965.483398
	Iteration 12Q: 3 clusters Score -998555.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -998772.125000 Penalty: 2965.483398
	Iteration 13Q: 3 clusters Score -998772.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -998957.125000 Penalty: 2965.483398
	Iteration 14Q: 3 clusters Score -998957.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -999096.687500 Penalty: 2965.483398
	Iteration 15Q: 3 clusters Score -999096.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -999194.812500 Penalty: 2965.483398
	Iteration 16Q: 3 clusters Score -999194.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -999260.687500 Penalty: 2965.483398
	Iteration 17Q: 3 clusters Score -999260.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -999310.937500 Penalty: 2965.483398
	Iteration 18Q: 3 clusters Score -999310.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -999351.562500 Penalty: 2965.483398
	Iteration 19Q: 3 clusters Score -999351.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -999389.562500 Penalty: 2965.483398
	Iteration 20F: 3 clusters Score -999389.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -999433.437500 Penalty: 2965.483398
	Iteration 21Q: 3 clusters Score -999433.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -999477.500000 Penalty: 2965.483398
	Iteration 22Q: 3 clusters Score -999477.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -999518.250000 Penalty: 2965.483398
	Iteration 23Q: 3 clusters Score -999518.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -999559.187500 Penalty: 2965.483398
	Iteration 24Q: 3 clusters Score -999559.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -999596.437500 Penalty: 2965.483398
	Iteration 25Q: 3 clusters Score -999596.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -999633.562500 Penalty: 2965.483398
	Iteration 26Q: 3 clusters Score -999633.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -999666.187500 Penalty: 2965.483398
	Iteration 27Q: 3 clusters Score -999666.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -999696.937500 Penalty: 2965.483398
	Iteration 28Q: 3 clusters Score -999696.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -999726.500000 Penalty: 2965.483398
	Iteration 29Q: 3 clusters Score -999726.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -999750.062500 Penalty: 2965.483398
	Iteration 30Q: 3 clusters Score -999750.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -999780.500000 Penalty: 2965.483398
	Iteration 31Q: 3 clusters Score -999780.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -999804.562500 Penalty: 2965.483398
	Iteration 32Q: 3 clusters Score -999804.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -999820.562500 Penalty: 2965.483398
	Iteration 33Q: 3 clusters Score -999820.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -999835.562500 Penalty: 2965.483398
	Iteration 34Q: 3 clusters Score -999835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -999850.250000 Penalty: 2965.483398
	Iteration 35Q: 3 clusters Score -999850.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -999867.062500 Penalty: 2965.483398
	Iteration 36Q: 3 clusters Score -999867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -999872.125000 Penalty: 2965.483398
	Iteration 37Q: 3 clusters Score -999872.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -999878.562500 Penalty: 2965.483398
	Iteration 38Q: 3 clusters Score -999878.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -999881.562500 Penalty: 2965.483398
	Iteration 39Q: 3 clusters Score -999881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -999888.625000 Penalty: 2965.483398
	Iteration 40F: 3 clusters Score -999888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -999896.312500 Penalty: 2965.483398
	Iteration 41Q: 3 clusters Score -999896.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -999903.312500 Penalty: 2965.483398
	Iteration 42Q: 3 clusters Score -999903.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -999908.687500 Penalty: 2965.483398
	Iteration 43Q: 3 clusters Score -999908.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -999913.437500 Penalty: 2965.483398
	Iteration 44Q: 3 clusters Score -999913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -999923.500000 Penalty: 2965.483398
	Iteration 45Q: 3 clusters Score -999923.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -999929.937500 Penalty: 2965.483398
	Iteration 46Q: 3 clusters Score -999929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -999934.750000 Penalty: 2965.483398
	Iteration 47Q: 3 clusters Score -999934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -999938.937500 Penalty: 2965.483398
	Iteration 48Q: 3 clusters Score -999938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -999945.437500 Penalty: 2965.483398
	Iteration 49Q: 3 clusters Score -999945.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -999947.437500 Penalty: 2965.483398
	Iteration 50Q: 3 clusters Score -999947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -999949.375000 Penalty: 2965.483398
	Iteration 51Q: 3 clusters Score -999949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -999949.312500 Penalty: 2965.483398
	Iteration 52Q: 3 clusters Score -999949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -999951.375000 Penalty: 2965.483398
	Iteration 53Q: 3 clusters Score -999951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -999952.187500 Penalty: 2965.483398
	Iteration 54Q: 3 clusters Score -999952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -999956.250000 Penalty: 2965.483398
	Iteration 55Q: 3 clusters Score -999956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -999957.625000 Penalty: 2965.483398
	Iteration 56Q: 3 clusters Score -999957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -999958.375000 Penalty: 2965.483398
	Iteration 57Q: 3 clusters Score -999958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -999962.500000 Penalty: 2965.483398
	Iteration 58Q: 3 clusters Score -999962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -999963.437500 Penalty: 2965.483398
	Iteration 59Q: 3 clusters Score -999963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -999962.625000 Penalty: 2965.483398
	Iteration 60F: 3 clusters Score -999962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Entering Unmasked Estep 
Score: -1641393.625000 Penalty: 1562.925415
	Iteration 0F: 2 clusters Score -1641394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1631071.000000 Penalty: 3125.850830
	Iteration 0F: 3 clusters Score -1631071 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1634457.125000 Penalty: 3125.850830
	Iteration 1F: 3 clusters Score -1634457 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1634690.250000 Penalty: 3125.850830
	Iteration 2Q: 3 clusters Score -1634690 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1634873.500000 Penalty: 3125.850830
	Iteration 3Q: 3 clusters Score -1634874 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1635041.250000 Penalty: 3125.850830
	Iteration 4Q: 3 clusters Score -1635041 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1635196.000000 Penalty: 3125.850830
	Iteration 5Q: 3 clusters Score -1635196 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1635341.375000 Penalty: 3125.850830
	Iteration 6Q: 3 clusters Score -1635341 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1635521.375000 Penalty: 3125.850830
	Iteration 7Q: 3 clusters Score -1635521 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1635735.500000 Penalty: 3125.850830
	Iteration 8Q: 3 clusters Score -1635736 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1635995.125000 Penalty: 3125.850830
	Iteration 9Q: 3 clusters Score -1635995 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1636357.375000 Penalty: 3125.850830
	Iteration 10Q: 3 clusters Score -1636357 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1636841.750000 Penalty: 3125.850830
	Iteration 11Q: 3 clusters Score -1636842 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1637336.375000 Penalty: 3125.850830
	Iteration 12Q: 3 clusters Score -1637336 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1637773.500000 Penalty: 3125.850830
	Iteration 13Q: 3 clusters Score -1637774 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1638119.750000 Penalty: 3125.850830
	Iteration 14Q: 3 clusters Score -1638120 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1638330.250000 Penalty: 3125.850830
	Iteration 15Q: 3 clusters Score -1638330 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1638449.500000 Penalty: 3125.850830
	Iteration 16Q: 3 clusters Score -1638450 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1638531.500000 Penalty: 3125.850830
	Iteration 17Q: 3 clusters Score -1638532 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1638584.625000 Penalty: 3125.850830
	Iteration 18Q: 3 clusters Score -1638585 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1638647.750000 Penalty: 3125.850830
	Iteration 19Q: 3 clusters Score -1638648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1638692.500000 Penalty: 3125.850830
	Iteration 20F: 3 clusters Score -1638692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1638741.875000 Penalty: 3125.850830
	Iteration 21Q: 3 clusters Score -1638742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1638778.750000 Penalty: 3125.850830
	Iteration 22Q: 3 clusters Score -1638779 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1638814.500000 Penalty: 3125.850830
	Iteration 23Q: 3 clusters Score -1638814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1638844.375000 Penalty: 3125.850830
	Iteration 24Q: 3 clusters Score -1638844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1638873.625000 Penalty: 3125.850830
	Iteration 25Q: 3 clusters Score -1638874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1638898.625000 Penalty: 3125.850830
	Iteration 26Q: 3 clusters Score -1638899 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1638920.875000 Penalty: 3125.850830
	Iteration 27Q: 3 clusters Score -1638921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1638940.750000 Penalty: 3125.850830
	Iteration 28Q: 3 clusters Score -1638941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1638947.125000 Penalty: 3125.850830
	Iteration 29Q: 3 clusters Score -1638947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1638965.125000 Penalty: 3125.850830
	Iteration 30Q: 3 clusters Score -1638965 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1638993.125000 Penalty: 3125.850830
	Iteration 31Q: 3 clusters Score -1638993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1639003.250000 Penalty: 3125.850830
	Iteration 32Q: 3 clusters Score -1639003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1639020.250000 Penalty: 3125.850830
	Iteration 33Q: 3 clusters Score -1639020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1639039.125000 Penalty: 3125.850830
	Iteration 34Q: 3 clusters Score -1639039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1639047.250000 Penalty: 3125.850830
	Iteration 35Q: 3 clusters Score -1639047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1639060.500000 Penalty: 3125.850830
	Iteration 36Q: 3 clusters Score -1639060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1639066.500000 Penalty: 3125.850830
	Iteration 37Q: 3 clusters Score -1639066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1639077.375000 Penalty: 3125.850830
	Iteration 38Q: 3 clusters Score -1639077 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1639086.375000 Penalty: 3125.850830
	Iteration 39Q: 3 clusters Score -1639086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1639092.000000 Penalty: 3125.850830
	Iteration 40F: 3 clusters Score -1639092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1639099.000000 Penalty: 3125.850830
	Iteration 41Q: 3 clusters Score -1639099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1639102.750000 Penalty: 3125.850830
	Iteration 42Q: 3 clusters Score -1639103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1639114.125000 Penalty: 3125.850830
	Iteration 43Q: 3 clusters Score -1639114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1639112.250000 Penalty: 3125.850830
	Iteration 44Q: 3 clusters Score -1639112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1639116.125000 Penalty: 3125.850830
	Iteration 45Q: 3 clusters Score -1639116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1639115.375000 Penalty: 3125.850830
	Iteration 46Q: 3 clusters Score -1639115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1639113.875000 Penalty: 3125.850830
	Iteration 47Q: 3 clusters Score -1639114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1639116.875000 Penalty: 3125.850830
	Iteration 48Q: 3 clusters Score -1639117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1639123.750000 Penalty: 3125.850830
	Iteration 49Q: 3 clusters Score -1639124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1639127.125000 Penalty: 3125.850830
	Iteration 50Q: 3 clusters Score -1639127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1639127.625000 Penalty: 3125.850830
	Iteration 51Q: 3 clusters Score -1639128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1639132.375000 Penalty: 3125.850830
	Iteration 52Q: 3 clusters Score -1639132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1639134.625000 Penalty: 3125.850830
	Iteration 53Q: 3 clusters Score -1639135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1639137.375000 Penalty: 3125.850830
	Iteration 54Q: 3 clusters Score -1639137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1639142.625000 Penalty: 3125.850830
	Iteration 55Q: 3 clusters Score -1639143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1639150.500000 Penalty: 3125.850830
	Iteration 56Q: 3 clusters Score -1639150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1639148.250000 Penalty: 3125.850830
	Iteration 57Q: 3 clusters Score -1639148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1639148.875000 Penalty: 3125.850830
	Iteration 58Q: 3 clusters Score -1639149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1639153.750000 Penalty: 3125.850830
	Iteration 59Q: 3 clusters Score -1639154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1639153.000000 Penalty: 3125.850830
	Iteration 60F: 3 clusters Score -1639153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1639158.250000 Penalty: 3125.850830
	Iteration 61Q: 3 clusters Score -1639158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1639156.625000 Penalty: 3125.850830
	Iteration 62Q: 3 clusters Score -1639157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1639157.625000 Penalty: 3125.850830
	Iteration 63Q: 3 clusters Score -1639158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1639159.625000 Penalty: 3125.850830
	Iteration 64Q: 3 clusters Score -1639160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1639162.125000 Penalty: 3125.850830
	Iteration 65Q: 3 clusters Score -1639162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1639160.250000 Penalty: 3125.850830
	Iteration 66Q: 3 clusters Score -1639160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1639162.750000 Penalty: 3125.850830
	Iteration 67Q: 3 clusters Score -1639163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1639163.125000 Penalty: 3125.850830
	Iteration 68Q: 3 clusters Score -1639163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1639164.500000 Penalty: 3125.850830
	Iteration 69Q: 3 clusters Score -1639164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1639165.000000 Penalty: 3125.850830
	Iteration 70Q: 3 clusters Score -1639165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1639168.875000 Penalty: 3125.850830
	Iteration 71Q: 3 clusters Score -1639169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1639170.125000 Penalty: 3125.850830
	Iteration 72Q: 3 clusters Score -1639170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1639169.750000 Penalty: 3125.850830
	Iteration 73Q: 3 clusters Score -1639170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1639168.375000 Penalty: 3125.850830
	Iteration 74Q: 3 clusters Score -1639168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1639167.875000 Penalty: 3125.850830
	Iteration 75Q: 3 clusters Score -1639168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1639169.000000 Penalty: 3125.850830
	Iteration 76Q: 3 clusters Score -1639169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1639165.875000 Penalty: 3125.850830
	Iteration 77Q: 3 clusters Score -1639166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1639165.375000 Penalty: 3125.850830
	Iteration 78Q: 3 clusters Score -1639165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1639166.375000 Penalty: 3125.850830
	Iteration 79Q: 3 clusters Score -1639166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1639167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1639164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1639168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1639166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1639166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1639166.750000 Penalty: 3125.850830
	Iteration 85Q: 3 clusters Score -1639167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1639168.125000 Penalty: 3125.850830
	Iteration 86Q: 3 clusters Score -1639168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1639169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1639172.625000 Penalty: 3125.850830
	Iteration 88Q: 3 clusters Score -1639173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1639172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1639175.500000 Penalty: 3125.850830
	Iteration 90Q: 3 clusters Score -1639176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1639178.250000 Penalty: 3125.850830
	Iteration 91Q: 3 clusters Score -1639178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1639176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1639175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1639177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1639173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1639179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1639181.625000 Penalty: 3125.850830
	Iteration 97Q: 3 clusters Score -1639182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1639178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1639182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1639187.625000 Penalty: 3125.850830
	Iteration 100F: 3 clusters Score -1639188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1639182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1639185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1639188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1639191.625000 Penalty: 3125.850830
	Iteration 104Q: 3 clusters Score -1639192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1639192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1639192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1639197.625000 Penalty: 3125.850830
	Iteration 107Q: 3 clusters Score -1639198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1639194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1639198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1639204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1639207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1639207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1639210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1639210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1639209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1639212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1639219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1639222.125000 Penalty: 3125.850830
	Iteration 118Q: 3 clusters Score -1639222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1639220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1639221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1639218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1639221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1639220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1639217.250000 Penalty: 3125.850830
	Iteration 124Q: 3 clusters Score -1639217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1639222.375000 Penalty: 3125.850830
	Iteration 125Q: 3 clusters Score -1639222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1639223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1639225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1639222.375000 Penalty: 3125.850830
	Iteration 128Q: 3 clusters Score -1639222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1639225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1639226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1639226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1639230.750000 Penalty: 3125.850830
	Iteration 132Q: 3 clusters Score -1639231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1639235.375000 Penalty: 3125.850830
	Iteration 133Q: 3 clusters Score -1639235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1639237.125000 Penalty: 3125.850830
	Iteration 134Q: 3 clusters Score -1639237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1639239.375000 Penalty: 3125.850830
	Iteration 135Q: 3 clusters Score -1639239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1639233.750000 Penalty: 3125.850830
	Iteration 136Q: 3 clusters Score -1639234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1639235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1639233.375000 Penalty: 3125.850830
	Iteration 138Q: 3 clusters Score -1639233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1639237.250000 Penalty: 3125.850830
	Iteration 139Q: 3 clusters Score -1639237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1639236.875000 Penalty: 3125.850830
	Iteration 140F: 3 clusters Score -1639237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1639237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1639237.000000 Penalty: 3125.850830
	Iteration 142Q: 3 clusters Score -1639237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1639236.250000 Penalty: 3125.850830
	Iteration 143Q: 3 clusters Score -1639236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1639238.875000 Penalty: 3125.850830
	Iteration 144Q: 3 clusters Score -1639239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1639239.500000 Penalty: 3125.850830
	Iteration 145Q: 3 clusters Score -1639240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1639240.875000 Penalty: 3125.850830
	Iteration 146Q: 3 clusters Score -1639241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1639242.625000 Penalty: 3125.850830
	Iteration 147Q: 3 clusters Score -1639243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1639242.750000 Penalty: 3125.850830
	Iteration 148Q: 3 clusters Score -1639243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1639249.625000 Penalty: 3125.850830
	Iteration 149Q: 3 clusters Score -1639250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1639251.250000 Penalty: 3125.850830
	Iteration 150Q: 3 clusters Score -1639251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1639250.500000 Penalty: 3125.850830
	Iteration 151Q: 3 clusters Score -1639250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1639247.000000 Penalty: 3125.850830
	Iteration 152Q: 3 clusters Score -1639247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1639248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1639249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1639252.750000 Penalty: 3125.850830
	Iteration 155Q: 3 clusters Score -1639253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1639252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1639251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1639255.875000 Penalty: 3125.850830
	Iteration 158Q: 3 clusters Score -1639256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1639254.750000 Penalty: 3125.850830
	Iteration 159Q: 3 clusters Score -1639255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1639258.500000 Penalty: 3125.850830
	Iteration 160F: 3 clusters Score -1639258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1639265.375000 Penalty: 3125.850830
	Iteration 161Q: 3 clusters Score -1639265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1639266.375000 Penalty: 3125.850830
	Iteration 162Q: 3 clusters Score -1639266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1639272.625000 Penalty: 3125.850830
	Iteration 163Q: 3 clusters Score -1639273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1639271.750000 Penalty: 3125.850830
	Iteration 164Q: 3 clusters Score -1639272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1639270.625000 Penalty: 3125.850830
	Iteration 165Q: 3 clusters Score -1639271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1639274.875000 Penalty: 3125.850830
	Iteration 166Q: 3 clusters Score -1639275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1639276.375000 Penalty: 3125.850830
	Iteration 167Q: 3 clusters Score -1639276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1639278.750000 Penalty: 3125.850830
	Iteration 168Q: 3 clusters Score -1639279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1639279.375000 Penalty: 3125.850830
	Iteration 169Q: 3 clusters Score -1639279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1639282.625000 Penalty: 3125.850830
	Iteration 170Q: 3 clusters Score -1639283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1639286.750000 Penalty: 3125.850830
	Iteration 171Q: 3 clusters Score -1639287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1639287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1639292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1639291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1639293 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1639292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1639293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1639295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1639294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1639303.250000 Penalty: 3125.850830
	Iteration 180F: 3 clusters Score -1639303 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1639304 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1639312 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1639312 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5530 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1639308 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1639313 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1639316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1639312 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1639318 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1639318 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1639326 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1639331 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1639334 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1639338 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1639339 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1639338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1639340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1639347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1639353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1639358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1639365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1639368 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1639372 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1639378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1639381 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4920 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1639391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1639398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1639403 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1639409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1639406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1639413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1639421.000000 Penalty: 3125.850830
	Iteration 211Q: 3 clusters Score -1639421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1639426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1639432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1639428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1639436.000000 Penalty: 3125.850830
	Iteration 215Q: 3 clusters Score -1639436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1639437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1639442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1639446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1639446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1639451.875000 Penalty: 3125.850830
	Iteration 220F: 3 clusters Score -1639452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1639456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1639453 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1639455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1639459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1639458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1639463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1639464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1639467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1639469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1639477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1639480.000000 Penalty: 3125.850830
	Iteration 231Q: 3 clusters Score -1639480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1639487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1639489 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1639489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1639499.000000 Penalty: 3125.850830
	Iteration 235Q: 3 clusters Score -1639499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1639500.875000 Penalty: 3125.850830
	Iteration 236Q: 3 clusters Score -1639501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1639510.875000 Penalty: 3125.850830
	Iteration 237Q: 3 clusters Score -1639511 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1639512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1639519.250000 Penalty: 3125.850830
	Iteration 239Q: 3 clusters Score -1639519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1639521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1639520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1639538.000000 Penalty: 3125.850830
	Iteration 242Q: 3 clusters Score -1639538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1639544.000000 Penalty: 3125.850830
	Iteration 243Q: 3 clusters Score -1639544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1639551.250000 Penalty: 3125.850830
	Iteration 244Q: 3 clusters Score -1639551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1639563.000000 Penalty: 3125.850830
	Iteration 245Q: 3 clusters Score -1639563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1639576.000000 Penalty: 3125.850830
	Iteration 246Q: 3 clusters Score -1639576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1639587 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1639602.750000 Penalty: 3125.850830
	Iteration 248Q: 3 clusters Score -1639603 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1639616.375000 Penalty: 3125.850830
	Iteration 249Q: 3 clusters Score -1639616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1639626.750000 Penalty: 3125.850830
	Iteration 250Q: 3 clusters Score -1639627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1639638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1639655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1639666.750000 Penalty: 3125.850830
	Iteration 253Q: 3 clusters Score -1639667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1639671.375000 Penalty: 3125.850830
	Iteration 254Q: 3 clusters Score -1639671 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1639683.000000 Penalty: 3125.850830
	Iteration 255Q: 3 clusters Score -1639683 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1639689.750000 Penalty: 3125.850830
	Iteration 256Q: 3 clusters Score -1639690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1639711.000000 Penalty: 3125.850830
	Iteration 257Q: 3 clusters Score -1639711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1639722.750000 Penalty: 3125.850830
	Iteration 258Q: 3 clusters Score -1639723 nChanged 61
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Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1639731.125000 Penalty: 3125.850830
	Iteration 259Q: 3 clusters Score -1639731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1639744.500000 Penalty: 3125.850830
	Iteration 260F: 3 clusters Score -1639744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1639758.125000 Penalty: 3125.850830
	Iteration 261Q: 3 clusters Score -1639758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1639774.375000 Penalty: 3125.850830
	Iteration 262Q: 3 clusters Score -1639774 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1639788.000000 Penalty: 3125.850830
	Iteration 263Q: 3 clusters Score -1639788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1639799.375000 Penalty: 3125.850830
	Iteration 264Q: 3 clusters Score -1639799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1639806.375000 Penalty: 3125.850830
	Iteration 265Q: 3 clusters Score -1639806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1639813.375000 Penalty: 3125.850830
	Iteration 266Q: 3 clusters Score -1639813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1639825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1639835.250000 Penalty: 3125.850830
	Iteration 268Q: 3 clusters Score -1639835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1639842.875000 Penalty: 3125.850830
	Iteration 269Q: 3 clusters Score -1639843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1639853.125000 Penalty: 3125.850830
	Iteration 270Q: 3 clusters Score -1639853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1639862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1639874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1639878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1639881.500000 Penalty: 3125.850830
	Iteration 274Q: 3 clusters Score -1639882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1639889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1639893.250000 Penalty: 3125.850830
	Iteration 276Q: 3 clusters Score -1639893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1639896.375000 Penalty: 3125.850830
	Iteration 277Q: 3 clusters Score -1639896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1639900.375000 Penalty: 3125.850830
	Iteration 278Q: 3 clusters Score -1639900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1639902.750000 Penalty: 3125.850830
	Iteration 279Q: 3 clusters Score -1639903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1639908.000000 Penalty: 3125.850830
	Iteration 280F: 3 clusters Score -1639908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1639912.375000 Penalty: 3125.850830
	Iteration 281Q: 3 clusters Score -1639912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1639913.000000 Penalty: 3125.850830
	Iteration 282Q: 3 clusters Score -1639913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1639917.750000 Penalty: 3125.850830
	Iteration 283Q: 3 clusters Score -1639918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1639919.250000 Penalty: 3125.850830
	Iteration 284Q: 3 clusters Score -1639919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1639921.500000 Penalty: 3125.850830
	Iteration 285Q: 3 clusters Score -1639922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1639930.000000 Penalty: 3125.850830
	Iteration 286Q: 3 clusters Score -1639930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1639930.000000 Penalty: 3125.850830
	Iteration 287Q: 3 clusters Score -1639930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1639927.875000 Penalty: 3125.850830
	Iteration 288Q: 3 clusters Score -1639928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1639931.375000 Penalty: 3125.850830
	Iteration 289Q: 3 clusters Score -1639931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1639930.250000 Penalty: 3125.850830
	Iteration 290Q: 3 clusters Score -1639930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1639933.000000 Penalty: 3125.850830
	Iteration 291Q: 3 clusters Score -1639933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1639937.000000 Penalty: 3125.850830
	Iteration 292Q: 3 clusters Score -1639937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1639939.875000 Penalty: 3125.850830
	Iteration 293Q: 3 clusters Score -1639940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1639941.000000 Penalty: 3125.850830
	Iteration 294Q: 3 clusters Score -1639941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1639939.250000 Penalty: 3125.850830
	Iteration 295Q: 3 clusters Score -1639939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1639942.250000 Penalty: 3125.850830
	Iteration 296Q: 3 clusters Score -1639942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1639942.375000 Penalty: 3125.850830
	Iteration 297Q: 3 clusters Score -1639942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1639939.125000 Penalty: 3125.850830
	Iteration 298Q: 3 clusters Score -1639939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1639939.625000 Penalty: 3125.850830
	Iteration 299Q: 3 clusters Score -1639940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1639943.125000 Penalty: 3125.850830
	Iteration 300F: 3 clusters Score -1639943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1639941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1639942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1639942.000000 Penalty: 3125.850830
	Iteration 303Q: 3 clusters Score -1639942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1639941.625000 Penalty: 3125.850830
	Iteration 304Q: 3 clusters Score -1639942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1639943.000000 Penalty: 3125.850830
	Iteration 305Q: 3 clusters Score -1639943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1639943.500000 Penalty: 3125.850830
	Iteration 306Q: 3 clusters Score -1639944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1639942.125000 Penalty: 3125.850830
	Iteration 307Q: 3 clusters Score -1639942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1639941.000000 Penalty: 3125.850830
	Iteration 308Q: 3 clusters Score -1639941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1639944.250000 Penalty: 3125.850830
	Iteration 309Q: 3 clusters Score -1639944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1639945.500000 Penalty: 3125.850830
	Iteration 310Q: 3 clusters Score -1639946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1639944.375000 Penalty: 3125.850830
	Iteration 311Q: 3 clusters Score -1639944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1639947.875000 Penalty: 3125.850830
	Iteration 312Q: 3 clusters Score -1639948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1639947.000000 Penalty: 3125.850830
	Iteration 313Q: 3 clusters Score -1639947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1639952.375000 Penalty: 3125.850830
	Iteration 314Q: 3 clusters Score -1639952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1639954.750000 Penalty: 3125.850830
	Iteration 315Q: 3 clusters Score -1639955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1639956.875000 Penalty: 3125.850830
	Iteration 316Q: 3 clusters Score -1639957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1639959.000000 Penalty: 3125.850830
	Iteration 317Q: 3 clusters Score -1639959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1639968.250000 Penalty: 3125.850830
	Iteration 318Q: 3 clusters Score -1639968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1639969.375000 Penalty: 3125.850830
	Iteration 319Q: 3 clusters Score -1639969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1639969.750000 Penalty: 3125.850830
	Iteration 320F: 3 clusters Score -1639970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1639971.625000 Penalty: 3125.850830
	Iteration 321Q: 3 clusters Score -1639972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1639974.875000 Penalty: 3125.850830
	Iteration 322Q: 3 clusters Score -1639975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1639979.250000 Penalty: 3125.850830
	Iteration 323Q: 3 clusters Score -1639979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1639983.875000 Penalty: 3125.850830
	Iteration 324Q: 3 clusters Score -1639984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1639988.625000 Penalty: 3125.850830
	Iteration 325Q: 3 clusters Score -1639989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1639993.750000 Penalty: 3125.850830
	Iteration 326Q: 3 clusters Score -1639994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1639996.750000 Penalty: 3125.850830
	Iteration 327Q: 3 clusters Score -1639997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1639997.375000 Penalty: 3125.850830
	Iteration 328Q: 3 clusters Score -1639997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1640003.125000 Penalty: 3125.850830
	Iteration 329Q: 3 clusters Score -1640003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1640007.250000 Penalty: 3125.850830
	Iteration 330Q: 3 clusters Score -1640007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1640011.125000 Penalty: 3125.850830
	Iteration 331Q: 3 clusters Score -1640011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1640015.625000 Penalty: 3125.850830
	Iteration 332Q: 3 clusters Score -1640016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1640018.625000 Penalty: 3125.850830
	Iteration 333Q: 3 clusters Score -1640019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1640020.125000 Penalty: 3125.850830
	Iteration 334Q: 3 clusters Score -1640020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1640025.250000 Penalty: 3125.850830
	Iteration 335Q: 3 clusters Score -1640025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1640028.625000 Penalty: 3125.850830
	Iteration 336Q: 3 clusters Score -1640029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1640033.250000 Penalty: 3125.850830
	Iteration 337Q: 3 clusters Score -1640033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1640029.750000 Penalty: 3125.850830
	Iteration 338Q: 3 clusters Score -1640030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1640033.875000 Penalty: 3125.850830
	Iteration 339Q: 3 clusters Score -1640034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1640037.875000 Penalty: 3125.850830
	Iteration 340F: 3 clusters Score -1640038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1640040.750000 Penalty: 3125.850830
	Iteration 341Q: 3 clusters Score -1640041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1640039.000000 Penalty: 3125.850830
	Iteration 342Q: 3 clusters Score -1640039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1640043.500000 Penalty: 3125.850830
	Iteration 343Q: 3 clusters Score -1640044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1640043.500000 Penalty: 3125.850830
	Iteration 344Q: 3 clusters Score -1640044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1640045.000000 Penalty: 3125.850830
	Iteration 345Q: 3 clusters Score -1640045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1640044.875000 Penalty: 3125.850830
	Iteration 346Q: 3 clusters Score -1640045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1640050.875000 Penalty: 3125.850830
	Iteration 347Q: 3 clusters Score -1640051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1640056.500000 Penalty: 3125.850830
	Iteration 348Q: 3 clusters Score -1640056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1640056.125000 Penalty: 3125.850830
	Iteration 349Q: 3 clusters Score -1640056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1640056.875000 Penalty: 3125.850830
	Iteration 350Q: 3 clusters Score -1640057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1640054.875000 Penalty: 3125.850830
	Iteration 351Q: 3 clusters Score -1640055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1640057.125000 Penalty: 3125.850830
	Iteration 352Q: 3 clusters Score -1640057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1640055.375000 Penalty: 3125.850830
	Iteration 353Q: 3 clusters Score -1640055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1640055.375000 Penalty: 3125.850830
	Iteration 354F: 3 clusters Score -1640055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Entering Unmasked Estep 
Score: -6634123.000000 Penalty: 1796.836548
	Iteration 0F: 2 clusters Score -6634123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6591873.000000 Penalty: 3593.673096
	Iteration 0F: 3 clusters Score -6591873 nChanged 29960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6609297.000000 Penalty: 3593.673096
	Iteration 1F: 3 clusters Score -6609297 nChanged 2349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6610066 nChanged 2498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6610894 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6611898 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6613349 nChanged 3337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -6615300.000000 Penalty: 3593.673096
	Iteration 6F: 3 clusters Score -6615300 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -6617780.500000 Penalty: 3593.673096
	Iteration 7F: 3 clusters Score -6617780 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6620351.500000 Penalty: 3593.673096
	Iteration 8F: 3 clusters Score -6620352 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6622379.000000 Penalty: 3593.673096
	Iteration 9F: 3 clusters Score -6622379 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -6623844.000000 Penalty: 3593.673096
	Iteration 10Q: 3 clusters Score -6623844 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6624976.500000 Penalty: 3593.673096
	Iteration 11Q: 3 clusters Score -6624976 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6625946.000000 Penalty: 3593.673096
	Iteration 12Q: 3 clusters Score -6625946 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -6626826.500000 Penalty: 3593.673096
	Iteration 13Q: 3 clusters Score -6626826 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -6627532.000000 Penalty: 3593.673096
	Iteration 14Q: 3 clusters Score -6627532 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -6628209.000000 Penalty: 3593.673096
	Iteration 15Q: 3 clusters Score -6628209 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6628837.500000 Penalty: 3593.673096
	Iteration 16Q: 3 clusters Score -6628838 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6629355.000000 Penalty: 3593.673096
	Iteration 17Q: 3 clusters Score -6629355 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -6629789.000000 Penalty: 3593.673096
	Iteration 18Q: 3 clusters Score -6629789 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -6630189.500000 Penalty: 3593.673096
	Iteration 19Q: 3 clusters Score -6630190 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -6630499.500000 Penalty: 3593.673096
	Iteration 20F: 3 clusters Score -6630500 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -6630827.000000 Penalty: 3593.673096
	Iteration 21Q: 3 clusters Score -6630827 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -6631086.000000 Penalty: 3593.673096
	Iteration 22Q: 3 clusters Score -6631086 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6631299.000000 Penalty: 3593.673096
	Iteration 23Q: 3 clusters Score -6631299 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -6631496.000000 Penalty: 3593.673096
	Iteration 24Q: 3 clusters Score -6631496 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6631656.500000 Penalty: 3593.673096
	Iteration 25Q: 3 clusters Score -6631656 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -6631834.000000 Penalty: 3593.673096
	Iteration 26Q: 3 clusters Score -6631834 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6631970.500000 Penalty: 3593.673096
	Iteration 27Q: 3 clusters Score -6631970 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -6632088.000000 Penalty: 3593.673096
	Iteration 28Q: 3 clusters Score -6632088 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6632147.000000 Penalty: 3593.673096
	Iteration 29Q: 3 clusters Score -6632147 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6632237.500000 Penalty: 3593.673096
	Iteration 30Q: 3 clusters Score -6632238 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -6632278.500000 Penalty: 3593.673096
	Iteration 31Q: 3 clusters Score -6632278 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -6632329.500000 Penalty: 3593.673096
	Iteration 32Q: 3 clusters Score -6632330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6632383.500000 Penalty: 3593.673096
	Iteration 33Q: 3 clusters Score -6632384 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6632410.000000 Penalty: 3593.673096
	Iteration 34Q: 3 clusters Score -6632410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6632455.500000 Penalty: 3593.673096
	Iteration 35Q: 3 clusters Score -6632456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6632458.000000 Penalty: 3593.673096
	Iteration 36Q: 3 clusters Score -6632458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6632479.000000 Penalty: 3593.673096
	Iteration 37Q: 3 clusters Score -6632479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6632520.000000 Penalty: 3593.673096
	Iteration 38Q: 3 clusters Score -6632520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6632527.000000 Penalty: 3593.673096
	Iteration 39Q: 3 clusters Score -6632527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -6632532.500000 Penalty: 3593.673096
	Iteration 40F: 3 clusters Score -6632532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6632562.500000 Penalty: 3593.673096
	Iteration 41Q: 3 clusters Score -6632562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6632573.500000 Penalty: 3593.673096
	Iteration 42Q: 3 clusters Score -6632574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6632594.500000 Penalty: 3593.673096
	Iteration 43Q: 3 clusters Score -6632594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6632611.500000 Penalty: 3593.673096
	Iteration 44Q: 3 clusters Score -6632612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6632637.000000 Penalty: 3593.673096
	Iteration 45Q: 3 clusters Score -6632637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6632642.500000 Penalty: 3593.673096
	Iteration 46Q: 3 clusters Score -6632642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6632646.500000 Penalty: 3593.673096
	Iteration 47Q: 3 clusters Score -6632646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6632658.000000 Penalty: 3593.673096
	Iteration 48Q: 3 clusters Score -6632658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6632665.000000 Penalty: 3593.673096
	Iteration 49Q: 3 clusters Score -6632665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6632668.000000 Penalty: 3593.673096
	Iteration 50Q: 3 clusters Score -6632668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6632674.500000 Penalty: 3593.673096
	Iteration 51Q: 3 clusters Score -6632674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6632684.000000 Penalty: 3593.673096
	Iteration 52Q: 3 clusters Score -6632684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6632687.000000 Penalty: 3593.673096
	Iteration 53Q: 3 clusters Score -6632687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6632695.000000 Penalty: 3593.673096
	Iteration 54Q: 3 clusters Score -6632695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6632709.500000 Penalty: 3593.673096
	Iteration 55Q: 3 clusters Score -6632710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6632731.000000 Penalty: 3593.673096
	Iteration 56Q: 3 clusters Score -6632731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6632743.000000 Penalty: 3593.673096
	Iteration 57Q: 3 clusters Score -6632743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6632739.500000 Penalty: 3593.673096
	Iteration 58Q: 3 clusters Score -6632740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6632750.500000 Penalty: 3593.673096
	Iteration 59Q: 3 clusters Score -6632750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6632750.500000 Penalty: 3593.673096
	Iteration 60F: 3 clusters Score -6632750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6632762.000000 Penalty: 3593.673096
	Iteration 61Q: 3 clusters Score -6632762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6632769.500000 Penalty: 3593.673096
	Iteration 62Q: 3 clusters Score -6632770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6632775.500000 Penalty: 3593.673096
	Iteration 63Q: 3 clusters Score -6632776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6632776.000000 Penalty: 3593.673096
	Iteration 64Q: 3 clusters Score -6632776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6632769.500000 Penalty: 3593.673096
	Iteration 65Q: 3 clusters Score -6632770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6632773.000000 Penalty: 3593.673096
	Iteration 66Q: 3 clusters Score -6632773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6632774.000000 Penalty: 3593.673096
	Iteration 67Q: 3 clusters Score -6632774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6632782.000000 Penalty: 3593.673096
	Iteration 68Q: 3 clusters Score -6632782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6632786.000000 Penalty: 3593.673096
	Iteration 69Q: 3 clusters Score -6632786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6632786.000000 Penalty: 3593.673096
	Iteration 70Q: 3 clusters Score -6632786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6632794.500000 Penalty: 3593.673096
	Iteration 71Q: 3 clusters Score -6632794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6632794.000000 Penalty: 3593.673096
	Iteration 72Q: 3 clusters Score -6632794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6632800.500000 Penalty: 3593.673096
	Iteration 73Q: 3 clusters Score -6632800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6632802.000000 Penalty: 3593.673096
	Iteration 74Q: 3 clusters Score -6632802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6632796.500000 Penalty: 3593.673096
	Iteration 75Q: 3 clusters Score -6632796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6632802.000000 Penalty: 3593.673096
	Iteration 76Q: 3 clusters Score -6632802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6632803.000000 Penalty: 3593.673096
	Iteration 77Q: 3 clusters Score -6632803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6632801.500000 Penalty: 3593.673096
	Iteration 78Q: 3 clusters Score -6632802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6632800.500000 Penalty: 3593.673096
	Iteration 79Q: 3 clusters Score -6632800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6632806.000000 Penalty: 3593.673096
	Iteration 80F: 3 clusters Score -6632806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6632797.000000 Penalty: 3593.673096
	Iteration 81Q: 3 clusters Score -6632797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6632810.500000 Penalty: 3593.673096
	Iteration 82Q: 3 clusters Score -6632810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6632804.500000 Penalty: 3593.673096
	Iteration 83Q: 3 clusters Score -6632804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6632809.500000 Penalty: 3593.673096
	Iteration 84Q: 3 clusters Score -6632810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6632809.500000 Penalty: 3593.673096
	Iteration 85F: 3 clusters Score -6632810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -780486.187500 Penalty: 1451.591797
	Iteration 0F: 2 clusters Score -780486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -774868.500000 Penalty: 2903.183594
	Iteration 0F: 3 clusters Score -774868.5 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -776614.562500 Penalty: 2903.183594
	Iteration 1F: 3 clusters Score -776614.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -776861.187500 Penalty: 2903.183594
	Iteration 2F: 3 clusters Score -776861.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -777107.812500 Penalty: 2903.183594
	Iteration 3F: 3 clusters Score -777107.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -777301.562500 Penalty: 2903.183594
	Iteration 4Q: 3 clusters Score -777301.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -777504.937500 Penalty: 2903.183594
	Iteration 5Q: 3 clusters Score -777504.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -777701.500000 Penalty: 2903.183594
	Iteration 6Q: 3 clusters Score -777701.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -777900.375000 Penalty: 2903.183594
	Iteration 7Q: 3 clusters Score -777900.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -778067.625000 Penalty: 2903.183594
	Iteration 8Q: 3 clusters Score -778067.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -778199.812500 Penalty: 2903.183594
	Iteration 9Q: 3 clusters Score -778199.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -778313.187500 Penalty: 2903.183594
	Iteration 10Q: 3 clusters Score -778313.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -778390.625000 Penalty: 2903.183594
	Iteration 11Q: 3 clusters Score -778390.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -778457.687500 Penalty: 2903.183594
	Iteration 12Q: 3 clusters Score -778457.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -778514.750000 Penalty: 2903.183594
	Iteration 13Q: 3 clusters Score -778514.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -778572.125000 Penalty: 2903.183594
	Iteration 14Q: 3 clusters Score -778572.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -778616.437500 Penalty: 2903.183594
	Iteration 15Q: 3 clusters Score -778616.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -778655.250000 Penalty: 2903.183594
	Iteration 16Q: 3 clusters Score -778655.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -778688.437500 Penalty: 2903.183594
	Iteration 17Q: 3 clusters Score -778688.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -778723.562500 Penalty: 2903.183594
	Iteration 18Q: 3 clusters Score -778723.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -778755.250000 Penalty: 2903.183594
	Iteration 19Q: 3 clusters Score -778755.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -778784.812500 Penalty: 2903.183594
	Iteration 20F: 3 clusters Score -778784.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -778819.187500 Penalty: 2903.183594
	Iteration 21Q: 3 clusters Score -778819.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -778843.937500 Penalty: 2903.183594
	Iteration 22Q: 3 clusters Score -778843.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -778864.875000 Penalty: 2903.183594
	Iteration 23Q: 3 clusters Score -778864.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -778889.500000 Penalty: 2903.183594
	Iteration 24Q: 3 clusters Score -778889.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -778907.500000 Penalty: 2903.183594
	Iteration 25Q: 3 clusters Score -778907.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -778924.687500 Penalty: 2903.183594
	Iteration 26Q: 3 clusters Score -778924.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -778934.562500 Penalty: 2903.183594
	Iteration 27Q: 3 clusters Score -778934.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -778942.562500 Penalty: 2903.183594
	Iteration 28Q: 3 clusters Score -778942.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -778955.937500 Penalty: 2903.183594
	Iteration 29Q: 3 clusters Score -778955.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -778962.625000 Penalty: 2903.183594
	Iteration 30Q: 3 clusters Score -778962.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -778971.000000 Penalty: 2903.183594
	Iteration 31Q: 3 clusters Score -778971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -778977.062500 Penalty: 2903.183594
	Iteration 32Q: 3 clusters Score -778977.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -778988.062500 Penalty: 2903.183594
	Iteration 33Q: 3 clusters Score -778988.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -778998.937500 Penalty: 2903.183594
	Iteration 34Q: 3 clusters Score -778998.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -779006.625000 Penalty: 2903.183594
	Iteration 35Q: 3 clusters Score -779006.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -779015.312500 Penalty: 2903.183594
	Iteration 36Q: 3 clusters Score -779015.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -779024.125000 Penalty: 2903.183594
	Iteration 37Q: 3 clusters Score -779024.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -779032.000000 Penalty: 2903.183594
	Iteration 38Q: 3 clusters Score -779032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -779043.437500 Penalty: 2903.183594
	Iteration 39Q: 3 clusters Score -779043.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -779054.500000 Penalty: 2903.183594
	Iteration 40F: 3 clusters Score -779054.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -779063.375000 Penalty: 2903.183594
	Iteration 41Q: 3 clusters Score -779063.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -779071.500000 Penalty: 2903.183594
	Iteration 42Q: 3 clusters Score -779071.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -779085.375000 Penalty: 2903.183594
	Iteration 43Q: 3 clusters Score -779085.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -779095.000000 Penalty: 2903.183594
	Iteration 44Q: 3 clusters Score -779095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -779104.687500 Penalty: 2903.183594
	Iteration 45Q: 3 clusters Score -779104.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -779111.687500 Penalty: 2903.183594
	Iteration 46Q: 3 clusters Score -779111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -779116.562500 Penalty: 2903.183594
	Iteration 47Q: 3 clusters Score -779116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -779123.937500 Penalty: 2903.183594
	Iteration 48Q: 3 clusters Score -779123.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -779129.875000 Penalty: 2903.183594
	Iteration 49Q: 3 clusters Score -779129.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -779135.375000 Penalty: 2903.183594
	Iteration 50Q: 3 clusters Score -779135.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -779141.875000 Penalty: 2903.183594
	Iteration 51Q: 3 clusters Score -779141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -779144.125000 Penalty: 2903.183594
	Iteration 52Q: 3 clusters Score -779144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -779148.625000 Penalty: 2903.183594
	Iteration 53Q: 3 clusters Score -779148.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -779153.625000 Penalty: 2903.183594
	Iteration 54Q: 3 clusters Score -779153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -779158.812500 Penalty: 2903.183594
	Iteration 55Q: 3 clusters Score -779158.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -779163.562500 Penalty: 2903.183594
	Iteration 56Q: 3 clusters Score -779163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -779170.062500 Penalty: 2903.183594
	Iteration 57Q: 3 clusters Score -779170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -779173.062500 Penalty: 2903.183594
	Iteration 58Q: 3 clusters Score -779173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -779176.687500 Penalty: 2903.183594
	Iteration 59Q: 3 clusters Score -779176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -779182.125000 Penalty: 2903.183594
	Iteration 60F: 3 clusters Score -779182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -779183.062500 Penalty: 2903.183594
	Iteration 61Q: 3 clusters Score -779183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -779185.562500 Penalty: 2903.183594
	Iteration 62Q: 3 clusters Score -779185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -779186.875000 Penalty: 2903.183594
	Iteration 63Q: 3 clusters Score -779186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -779187.250000 Penalty: 2903.183594
	Iteration 64Q: 3 clusters Score -779187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -779189.125000 Penalty: 2903.183594
	Iteration 65Q: 3 clusters Score -779189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -779189.750000 Penalty: 2903.183594
	Iteration 66Q: 3 clusters Score -779189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -779189.687500 Penalty: 2903.183594
	Iteration 67Q: 3 clusters Score -779189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -779193.437500 Penalty: 2903.183594
	Iteration 68Q: 3 clusters Score -779193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -779195.000000 Penalty: 2903.183594
	Iteration 69Q: 3 clusters Score -779195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -779196.312500 Penalty: 2903.183594
	Iteration 70Q: 3 clusters Score -779196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -779196.937500 Penalty: 2903.183594
	Iteration 71Q: 3 clusters Score -779196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -779198.187500 Penalty: 2903.183594
	Iteration 72Q: 3 clusters Score -779198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -779198.187500 Penalty: 2903.183594
	Iteration 73F: 3 clusters Score -779198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -17095.578125 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -17095.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16506.507812 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -16506.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16587.181641 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -16587.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16639.218750 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -16639.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16643.296875 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -16643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16650.316406 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -16650.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16660.931641 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -16660.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16664.949219 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -16664.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16664.949219 Penalty: 1725.187012
	Iteration 7F: 3 clusters Score -16664.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -413692.468750 Penalty: 1357.251831
	Iteration 0F: 2 clusters Score -413692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -410187.937500 Penalty: 2714.503662
	Iteration 0F: 3 clusters Score -410187.9 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -411062.312500 Penalty: 2714.503662
	Iteration 1F: 3 clusters Score -411062.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -411219.250000 Penalty: 2714.503662
	Iteration 2F: 3 clusters Score -411219.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -411349.062500 Penalty: 2714.503662
	Iteration 3Q: 3 clusters Score -411349.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -411485.562500 Penalty: 2714.503662
	Iteration 4Q: 3 clusters Score -411485.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -411604.687500 Penalty: 2714.503662
	Iteration 5Q: 3 clusters Score -411604.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -411724.156250 Penalty: 2714.503662
	Iteration 6Q: 3 clusters Score -411724.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -411828.937500 Penalty: 2714.503662
	Iteration 7Q: 3 clusters Score -411828.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411905.468750 Penalty: 2714.503662
	Iteration 8Q: 3 clusters Score -411905.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -411975.531250 Penalty: 2714.503662
	Iteration 9Q: 3 clusters Score -411975.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -412044.781250 Penalty: 2714.503662
	Iteration 10Q: 3 clusters Score -412044.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -412107.468750 Penalty: 2714.503662
	Iteration 11Q: 3 clusters Score -412107.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -412168.156250 Penalty: 2714.503662
	Iteration 12Q: 3 clusters Score -412168.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -412226.437500 Penalty: 2714.503662
	Iteration 13Q: 3 clusters Score -412226.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -412273.812500 Penalty: 2714.503662
	Iteration 14Q: 3 clusters Score -412273.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -412315.406250 Penalty: 2714.503662
	Iteration 15Q: 3 clusters Score -412315.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -412351.000000 Penalty: 2714.503662
	Iteration 16Q: 3 clusters Score -412351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -412383.218750 Penalty: 2714.503662
	Iteration 17Q: 3 clusters Score -412383.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -412408.562500 Penalty: 2714.503662
	Iteration 18Q: 3 clusters Score -412408.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -412429.781250 Penalty: 2714.503662
	Iteration 19Q: 3 clusters Score -412429.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -412448.375000 Penalty: 2714.503662
	Iteration 20F: 3 clusters Score -412448.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -412461.656250 Penalty: 2714.503662
	Iteration 21Q: 3 clusters Score -412461.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -412475.437500 Penalty: 2714.503662
	Iteration 22Q: 3 clusters Score -412475.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -412484.250000 Penalty: 2714.503662
	Iteration 23Q: 3 clusters Score -412484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -412493.156250 Penalty: 2714.503662
	Iteration 24Q: 3 clusters Score -412493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -412499.343750 Penalty: 2714.503662
	Iteration 25Q: 3 clusters Score -412499.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -412508.468750 Penalty: 2714.503662
	Iteration 26Q: 3 clusters Score -412508.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -412513.281250 Penalty: 2714.503662
	Iteration 27Q: 3 clusters Score -412513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -412517.718750 Penalty: 2714.503662
	Iteration 28Q: 3 clusters Score -412517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -412518.968750 Penalty: 2714.503662
	Iteration 29Q: 3 clusters Score -412519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -412519.312500 Penalty: 2714.503662
	Iteration 30Q: 3 clusters Score -412519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -412520.531250 Penalty: 2714.503662
	Iteration 31Q: 3 clusters Score -412520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -412522.250000 Penalty: 2714.503662
	Iteration 32Q: 3 clusters Score -412522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -412523.937500 Penalty: 2714.503662
	Iteration 33Q: 3 clusters Score -412523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -412526.093750 Penalty: 2714.503662
	Iteration 34Q: 3 clusters Score -412526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -412528.000000 Penalty: 2714.503662
	Iteration 35Q: 3 clusters Score -412528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -412530.718750 Penalty: 2714.503662
	Iteration 36Q: 3 clusters Score -412530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -412531.281250 Penalty: 2714.503662
	Iteration 37Q: 3 clusters Score -412531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -412532.125000 Penalty: 2714.503662
	Iteration 38Q: 3 clusters Score -412532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -412535.125000 Penalty: 2714.503662
	Iteration 39Q: 3 clusters Score -412535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -412535.343750 Penalty: 2714.503662
	Iteration 40F: 3 clusters Score -412535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -412536.625000 Penalty: 2714.503662
	Iteration 41Q: 3 clusters Score -412536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -412538.468750 Penalty: 2714.503662
	Iteration 42Q: 3 clusters Score -412538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -412538.281250 Penalty: 2714.503662
	Iteration 43Q: 3 clusters Score -412538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412540.312500 Penalty: 2714.503662
	Iteration 44Q: 3 clusters Score -412540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -412540.187500 Penalty: 2714.503662
	Iteration 45Q: 3 clusters Score -412540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -412540.468750 Penalty: 2714.503662
	Iteration 46Q: 3 clusters Score -412540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -412541.625000 Penalty: 2714.503662
	Iteration 47Q: 3 clusters Score -412541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -412541.812500 Penalty: 2714.503662
	Iteration 48Q: 3 clusters Score -412541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -412542.062500 Penalty: 2714.503662
	Iteration 49Q: 3 clusters Score -412542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -412542.062500 Penalty: 2714.503662
	Iteration 50Q: 3 clusters Score -412542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -412542.062500 Penalty: 2714.503662
	Iteration 51F: 3 clusters Score -412542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167697 members 
Entering Unmasked Estep 
Score: -17912414.000000 Penalty: 1954.860962
	Iteration 0F: 2 clusters Score -1.791241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -17802284.000000 Penalty: 3909.721924
	Iteration 0F: 3 clusters Score -1.780228e+07 nChanged 81117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -17850984.000000 Penalty: 3909.721924
	Iteration 1F: 3 clusters Score -1.785098e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -17853410.000000 Penalty: 3909.721924
	Iteration 2Q: 3 clusters Score -1.785341e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -17857276.000000 Penalty: 3909.721924
	Iteration 3Q: 3 clusters Score -1.785728e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -17862616.000000 Penalty: 3909.721924
	Iteration 4Q: 3 clusters Score -1.786262e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -17869262.000000 Penalty: 3909.721924
	Iteration 5F: 3 clusters Score -1.786926e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -17877020.000000 Penalty: 3909.721924
	Iteration 6F: 3 clusters Score -1.787702e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116266 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -17884428.000000 Penalty: 3909.721924
	Iteration 7F: 3 clusters Score -1.788443e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118780 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -17889964.000000 Penalty: 3909.721924
	Iteration 8F: 3 clusters Score -1.788996e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -17893038.000000 Penalty: 3909.721924
	Iteration 9Q: 3 clusters Score -1.789304e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -17894312.000000 Penalty: 3909.721924
	Iteration 10Q: 3 clusters Score -1.789431e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -17895138.000000 Penalty: 3909.721924
	Iteration 11Q: 3 clusters Score -1.789514e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125280 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -17895546.000000 Penalty: 3909.721924
	Iteration 12Q: 3 clusters Score -1.789555e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127073 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -17896024.000000 Penalty: 3909.721924
	Iteration 13Q: 3 clusters Score -1.789602e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -17896586.000000 Penalty: 3909.721924
	Iteration 14Q: 3 clusters Score -1.789659e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -17897194.000000 Penalty: 3909.721924
	Iteration 15Q: 3 clusters Score -1.789719e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -17897860.000000 Penalty: 3909.721924
	Iteration 16Q: 3 clusters Score -1.789786e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -17898692.000000 Penalty: 3909.721924
	Iteration 17Q: 3 clusters Score -1.789869e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -17899482.000000 Penalty: 3909.721924
	Iteration 18Q: 3 clusters Score -1.789948e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -17900418.000000 Penalty: 3909.721924
	Iteration 19Q: 3 clusters Score -1.790042e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -17901462.000000 Penalty: 3909.721924
	Iteration 20F: 3 clusters Score -1.790146e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -17902418.000000 Penalty: 3909.721924
	Iteration 21Q: 3 clusters Score -1.790242e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -17903422.000000 Penalty: 3909.721924
	Iteration 22Q: 3 clusters Score -1.790342e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -17904444.000000 Penalty: 3909.721924
	Iteration 23Q: 3 clusters Score -1.790444e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -17905504.000000 Penalty: 3909.721924
	Iteration 24Q: 3 clusters Score -1.79055e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155691 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -17906454.000000 Penalty: 3909.721924
	Iteration 25Q: 3 clusters Score -1.790645e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -17907180.000000 Penalty: 3909.721924
	Iteration 26Q: 3 clusters Score -1.790718e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -17907834.000000 Penalty: 3909.721924
	Iteration 27Q: 3 clusters Score -1.790783e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -17908412.000000 Penalty: 3909.721924
	Iteration 28Q: 3 clusters Score -1.790841e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -17908920.000000 Penalty: 3909.721924
	Iteration 29Q: 3 clusters Score -1.790892e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162930 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -17909324.000000 Penalty: 3909.721924
	Iteration 30Q: 3 clusters Score -1.790932e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -17909554.000000 Penalty: 3909.721924
	Iteration 31Q: 3 clusters Score -1.790955e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -17909782.000000 Penalty: 3909.721924
	Iteration 32Q: 3 clusters Score -1.790978e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -17909846.000000 Penalty: 3909.721924
	Iteration 33Q: 3 clusters Score -1.790985e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -17909998.000000 Penalty: 3909.721924
	Iteration 34Q: 3 clusters Score -1.791e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -17910162.000000 Penalty: 3909.721924
	Iteration 35Q: 3 clusters Score -1.791016e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -17910298.000000 Penalty: 3909.721924
	Iteration 36Q: 3 clusters Score -1.79103e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165877 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -17910380.000000 Penalty: 3909.721924
	Iteration 37Q: 3 clusters Score -1.791038e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -17910450.000000 Penalty: 3909.721924
	Iteration 38Q: 3 clusters Score -1.791045e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17910500.000000 Penalty: 3909.721924
	Iteration 39Q: 3 clusters Score -1.79105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -17910556.000000 Penalty: 3909.721924
	Iteration 40F: 3 clusters Score -1.791056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17910602.000000 Penalty: 3909.721924
	Iteration 41Q: 3 clusters Score -1.79106e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17910636.000000 Penalty: 3909.721924
	Iteration 42Q: 3 clusters Score -1.791064e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -17910644.000000 Penalty: 3909.721924
	Iteration 43Q: 3 clusters Score -1.791064e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -17910654.000000 Penalty: 3909.721924
	Iteration 44Q: 3 clusters Score -1.791065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17910674.000000 Penalty: 3909.721924
	Iteration 45Q: 3 clusters Score -1.791067e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166579 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17910702.000000 Penalty: 3909.721924
	Iteration 46Q: 3 clusters Score -1.79107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17910704.000000 Penalty: 3909.721924
	Iteration 47Q: 3 clusters Score -1.79107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17910716.000000 Penalty: 3909.721924
	Iteration 48Q: 3 clusters Score -1.791072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17910716.000000 Penalty: 3909.721924
	Iteration 49Q: 3 clusters Score -1.791072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -17910740.000000 Penalty: 3909.721924
	Iteration 50Q: 3 clusters Score -1.791074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17910746.000000 Penalty: 3909.721924
	Iteration 51Q: 3 clusters Score -1.791075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17910750.000000 Penalty: 3909.721924
	Iteration 52Q: 3 clusters Score -1.791075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17910754.000000 Penalty: 3909.721924
	Iteration 53Q: 3 clusters Score -1.791075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17910750.000000 Penalty: 3909.721924
	Iteration 54Q: 3 clusters Score -1.791075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17910762.000000 Penalty: 3909.721924
	Iteration 55Q: 3 clusters Score -1.791076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166658 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17910756.000000 Penalty: 3909.721924
	Iteration 56Q: 3 clusters Score -1.791076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17910760.000000 Penalty: 3909.721924
	Iteration 57Q: 3 clusters Score -1.791076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17910762.000000 Penalty: 3909.721924
	Iteration 58Q: 3 clusters Score -1.791076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17910762.000000 Penalty: 3909.721924
	Iteration 59F: 3 clusters Score -1.791076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -905245.937500 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -905245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -899273.062500 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -899273.1 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -901119.125000 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -901119.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -901357.250000 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -901357.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -901580.000000 Penalty: 2926.317627
	Iteration 3F: 3 clusters Score -901580 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -901808.312500 Penalty: 2926.317627
	Iteration 4F: 3 clusters Score -901808.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -902070.125000 Penalty: 2926.317627
	Iteration 5F: 3 clusters Score -902070.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -902363.875000 Penalty: 2926.317627
	Iteration 6F: 3 clusters Score -902363.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -902722.187500 Penalty: 2926.317627
	Iteration 7F: 3 clusters Score -902722.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -903077.250000 Penalty: 2926.317627
	Iteration 8F: 3 clusters Score -903077.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -903376.875000 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -903376.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -903601.312500 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -903601.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -903741.937500 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -903741.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -903833.187500 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -903833.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -903877.812500 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -903877.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -903913.375000 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -903913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -903933.062500 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -903933.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -903959.625000 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -903959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -903975.625000 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -903975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -903986.375000 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -903986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -903991.375000 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -903991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -903994.187500 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -903994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -903994.500000 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -903994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -903995.187500 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -903995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -903995.187500 Penalty: 2926.317627
	Iteration 23F: 3 clusters Score -903995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Entering Unmasked Estep 
Score: -17378688.000000 Penalty: 1949.753418
	Iteration 0F: 2 clusters Score -1.737869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -17272918.000000 Penalty: 3899.506836
	Iteration 0F: 3 clusters Score -1.727292e+07 nChanged 78555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -17319762.000000 Penalty: 3899.506836
	Iteration 1F: 3 clusters Score -1.731976e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -17321840.000000 Penalty: 3899.506836
	Iteration 2Q: 3 clusters Score -1.732184e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -17324796.000000 Penalty: 3899.506836
	Iteration 3Q: 3 clusters Score -1.73248e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -17330184.000000 Penalty: 3899.506836
	Iteration 4F: 3 clusters Score -1.733018e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -17338788.000000 Penalty: 3899.506836
	Iteration 5F: 3 clusters Score -1.733879e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -17349432.000000 Penalty: 3899.506836
	Iteration 6F: 3 clusters Score -1.734943e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 115219 members 
Entering Unmasked Estep 
Score: -17359016.000000 Penalty: 3899.506836
	Iteration 7F: 3 clusters Score -1.735902e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -17364354.000000 Penalty: 3899.506836
	Iteration 8F: 3 clusters Score -1.736435e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 121535 members 
Entering Unmasked Estep 
Score: -17366730.000000 Penalty: 3899.506836
	Iteration 9Q: 3 clusters Score -1.736673e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -17368132.000000 Penalty: 3899.506836
	Iteration 10Q: 3 clusters Score -1.736813e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 126260 members 
Entering Unmasked Estep 
Score: -17369294.000000 Penalty: 3899.506836
	Iteration 11Q: 3 clusters Score -1.736929e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -17370294.000000 Penalty: 3899.506836
	Iteration 12Q: 3 clusters Score -1.737029e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -17371256.000000 Penalty: 3899.506836
	Iteration 13Q: 3 clusters Score -1.737126e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 132645 members 
Entering Unmasked Estep 
Score: -17372044.000000 Penalty: 3899.506836
	Iteration 14Q: 3 clusters Score -1.737204e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -17372828.000000 Penalty: 3899.506836
	Iteration 15Q: 3 clusters Score -1.737283e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 136643 members 
Entering Unmasked Estep 
Score: -17373722.000000 Penalty: 3899.506836
	Iteration 16Q: 3 clusters Score -1.737372e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 138534 members 
Entering Unmasked Estep 
Score: -17374470.000000 Penalty: 3899.506836
	Iteration 17Q: 3 clusters Score -1.737447e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 140298 members 
Entering Unmasked Estep 
Score: -17375060.000000 Penalty: 3899.506836
	Iteration 18Q: 3 clusters Score -1.737506e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 141922 members 
Entering Unmasked Estep 
Score: -17375542.000000 Penalty: 3899.506836
	Iteration 19Q: 3 clusters Score -1.737554e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -17376156.000000 Penalty: 3899.506836
	Iteration 20F: 3 clusters Score -1.737616e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 144845 members 
Entering Unmasked Estep 
Score: -17376566.000000 Penalty: 3899.506836
	Iteration 21Q: 3 clusters Score -1.737657e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -17376954.000000 Penalty: 3899.506836
	Iteration 22Q: 3 clusters Score -1.737695e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -17377274.000000 Penalty: 3899.506836
	Iteration 23Q: 3 clusters Score -1.737727e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -17377634.000000 Penalty: 3899.506836
	Iteration 24Q: 3 clusters Score -1.737763e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -17377866.000000 Penalty: 3899.506836
	Iteration 25Q: 3 clusters Score -1.737787e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -17377958.000000 Penalty: 3899.506836
	Iteration 26Q: 3 clusters Score -1.737796e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -17378126.000000 Penalty: 3899.506836
	Iteration 27Q: 3 clusters Score -1.737813e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -17378144.000000 Penalty: 3899.506836
	Iteration 28Q: 3 clusters Score -1.737814e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -17378244.000000 Penalty: 3899.506836
	Iteration 29Q: 3 clusters Score -1.737824e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -17378216.000000 Penalty: 3899.506836
	Iteration 30Q: 3 clusters Score -1.737822e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -17378228.000000 Penalty: 3899.506836
	Iteration 31Q: 3 clusters Score -1.737823e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -17378208.000000 Penalty: 3899.506836
	Iteration 32Q: 3 clusters Score -1.737821e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -17378214.000000 Penalty: 3899.506836
	Iteration 33Q: 3 clusters Score -1.737821e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 156102 members 
Entering Unmasked Estep 
Score: -17378210.000000 Penalty: 3899.506836
	Iteration 34Q: 3 clusters Score -1.737821e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -17378198.000000 Penalty: 3899.506836
	Iteration 35Q: 3 clusters Score -1.73782e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -17378218.000000 Penalty: 3899.506836
	Iteration 36Q: 3 clusters Score -1.737822e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -17378188.000000 Penalty: 3899.506836
	Iteration 37Q: 3 clusters Score -1.737819e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -17378206.000000 Penalty: 3899.506836
	Iteration 38Q: 3 clusters Score -1.737821e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -17378232.000000 Penalty: 3899.506836
	Iteration 39Q: 3 clusters Score -1.737823e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -17378178.000000 Penalty: 3899.506836
	Iteration 40F: 3 clusters Score -1.737818e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -17378156.000000 Penalty: 3899.506836
	Iteration 41Q: 3 clusters Score -1.737816e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -17378124.000000 Penalty: 3899.506836
	Iteration 42Q: 3 clusters Score -1.737812e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -17378074.000000 Penalty: 3899.506836
	Iteration 43Q: 3 clusters Score -1.737807e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -17378110.000000 Penalty: 3899.506836
	Iteration 44Q: 3 clusters Score -1.737811e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -17378056.000000 Penalty: 3899.506836
	Iteration 45Q: 3 clusters Score -1.737806e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 159235 members 
Entering Unmasked Estep 
Score: -17378068.000000 Penalty: 3899.506836
	Iteration 46Q: 3 clusters Score -1.737807e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 159356 members 
Entering Unmasked Estep 
Score: -17378018.000000 Penalty: 3899.506836
	Iteration 47Q: 3 clusters Score -1.737802e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -17378040.000000 Penalty: 3899.506836
	Iteration 48Q: 3 clusters Score -1.737804e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 159574 members 
Entering Unmasked Estep 
Score: -17378060.000000 Penalty: 3899.506836
	Iteration 49Q: 3 clusters Score -1.737806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -17378076.000000 Penalty: 3899.506836
	Iteration 50Q: 3 clusters Score -1.737808e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -17378066.000000 Penalty: 3899.506836
	Iteration 51Q: 3 clusters Score -1.737807e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -17378076.000000 Penalty: 3899.506836
	Iteration 52Q: 3 clusters Score -1.737808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -17378080.000000 Penalty: 3899.506836
	Iteration 53Q: 3 clusters Score -1.737808e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -17378102.000000 Penalty: 3899.506836
	Iteration 54Q: 3 clusters Score -1.73781e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -17378086.000000 Penalty: 3899.506836
	Iteration 55Q: 3 clusters Score -1.737809e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 160112 members 
Entering Unmasked Estep 
Score: -17378060.000000 Penalty: 3899.506836
	Iteration 56Q: 3 clusters Score -1.737806e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 160163 members 
Entering Unmasked Estep 
Score: -17378056.000000 Penalty: 3899.506836
	Iteration 57Q: 3 clusters Score -1.737806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -17378054.000000 Penalty: 3899.506836
	Iteration 58Q: 3 clusters Score -1.737805e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -17378060.000000 Penalty: 3899.506836
	Iteration 59Q: 3 clusters Score -1.737806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -17378030.000000 Penalty: 3899.506836
	Iteration 60F: 3 clusters Score -1.737803e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -17378020.000000 Penalty: 3899.506836
	Iteration 61Q: 3 clusters Score -1.737802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -17378016.000000 Penalty: 3899.506836
	Iteration 62Q: 3 clusters Score -1.737802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -17378044.000000 Penalty: 3899.506836
	Iteration 63Q: 3 clusters Score -1.737804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 160413 members 
Entering Unmasked Estep 
Score: -17378034.000000 Penalty: 3899.506836
	Iteration 64Q: 3 clusters Score -1.737803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 160428 members 
Entering Unmasked Estep 
Score: -17378018.000000 Penalty: 3899.506836
	Iteration 65Q: 3 clusters Score -1.737802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -17378020.000000 Penalty: 3899.506836
	Iteration 66Q: 3 clusters Score -1.737802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -17378032.000000 Penalty: 3899.506836
	Iteration 67Q: 3 clusters Score -1.737803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -17378016.000000 Penalty: 3899.506836
	Iteration 68Q: 3 clusters Score -1.737802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 160515 members 
Entering Unmasked Estep 
Score: -17377984.000000 Penalty: 3899.506836
	Iteration 69Q: 3 clusters Score -1.737798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -17377978.000000 Penalty: 3899.506836
	Iteration 70Q: 3 clusters Score -1.737798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -17377984.000000 Penalty: 3899.506836
	Iteration 71Q: 3 clusters Score -1.737798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 160553 members 
Entering Unmasked Estep 
Score: -17377986.000000 Penalty: 3899.506836
	Iteration 72Q: 3 clusters Score -1.737799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -17377984.000000 Penalty: 3899.506836
	Iteration 73Q: 3 clusters Score -1.737798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 160561 members 
Entering Unmasked Estep 
Score: -17377972.000000 Penalty: 3899.506836
	Iteration 74Q: 3 clusters Score -1.737797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -17377976.000000 Penalty: 3899.506836
	Iteration 75Q: 3 clusters Score -1.737798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -17377980.000000 Penalty: 3899.506836
	Iteration 76Q: 3 clusters Score -1.737798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -17377984.000000 Penalty: 3899.506836
	Iteration 77Q: 3 clusters Score -1.737798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -17377988.000000 Penalty: 3899.506836
	Iteration 78Q: 3 clusters Score -1.737799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 160601 members 
Entering Unmasked Estep 
Score: -17377974.000000 Penalty: 3899.506836
	Iteration 79Q: 3 clusters Score -1.737797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -17377972.000000 Penalty: 3899.506836
	Iteration 80F: 3 clusters Score -1.737797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -17377966.000000 Penalty: 3899.506836
	Iteration 81Q: 3 clusters Score -1.737797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -17377976.000000 Penalty: 3899.506836
	Iteration 82Q: 3 clusters Score -1.737798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -17377984.000000 Penalty: 3899.506836
	Iteration 83Q: 3 clusters Score -1.737798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 160656 members 
Entering Unmasked Estep 
Score: -17377980.000000 Penalty: 3899.506836
	Iteration 84Q: 3 clusters Score -1.737798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -17377980.000000 Penalty: 3899.506836
	Iteration 85Q: 3 clusters Score -1.737798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -17377976.000000 Penalty: 3899.506836
	Iteration 86Q: 3 clusters Score -1.737798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -17377992.000000 Penalty: 3899.506836
	Iteration 87Q: 3 clusters Score -1.737799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -17377986.000000 Penalty: 3899.506836
	Iteration 88Q: 3 clusters Score -1.737799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -17377982.000000 Penalty: 3899.506836
	Iteration 89Q: 3 clusters Score -1.737798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -17377978.000000 Penalty: 3899.506836
	Iteration 90Q: 3 clusters Score -1.737798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -17377980.000000 Penalty: 3899.506836
	Iteration 91Q: 3 clusters Score -1.737798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -17377974.000000 Penalty: 3899.506836
	Iteration 92Q: 3 clusters Score -1.737797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -17377982.000000 Penalty: 3899.506836
	Iteration 93Q: 3 clusters Score -1.737798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -17377990.000000 Penalty: 3899.506836
	Iteration 94Q: 3 clusters Score -1.737799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -17377990.000000 Penalty: 3899.506836
	Iteration 95F: 3 clusters Score -1.737799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 27026 members 
Mstep: Class 4 contains 62082 members 
Mstep: Class 5 contains 35674 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 217340 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 4570 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 14 contains 15033 members 
Mstep: Class 15 contains 63415 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 167697 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 162508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453400.000000 Penalty: 42000.691406
Iteration 119Q: 20 clusters Score -8.44534e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 27038 members 
Mstep: Class 4 contains 62733 members 
Mstep: Class 5 contains 35663 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 216727 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 12 contains 9172 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 63425 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 167547 members 
Mstep: Class 22 contains 8247 members 
Mstep: Class 23 contains 162452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453584.000000 Penalty: 42000.691406
Iteration 120F: 20 clusters Score -8.445358e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 63368 members 
Mstep: Class 5 contains 35658 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 216065 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 14 contains 15088 members 
Mstep: Class 15 contains 63436 members 
Mstep: Class 17 contains 7604 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 167427 members 
Mstep: Class 22 contains 8398 members 
Mstep: Class 23 contains 162399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453552.000000 Penalty: 42000.691406
Iteration 121Q: 20 clusters Score -8.445355e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 27052 members 
Mstep: Class 4 contains 64033 members 
Mstep: Class 5 contains 35650 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 215391 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 63436 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 167276 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 162346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453656.000000 Penalty: 42000.691406
Iteration 122Q: 20 clusters Score -8.445366e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 27062 members 
Mstep: Class 4 contains 64703 members 
Mstep: Class 5 contains 35648 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 214685 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 11375 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 14 contains 15174 members 
Mstep: Class 15 contains 63426 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4227 members 
Mstep: Class 21 contains 167152 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 162318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453760.000000 Penalty: 42000.691406
Iteration 123Q: 20 clusters Score -8.445376e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 65381 members 
Mstep: Class 5 contains 35645 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 214002 members 
Mstep: Class 8 contains 1584 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 14 contains 15207 members 
Mstep: Class 15 contains 63405 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 167023 members 
Mstep: Class 22 contains 8844 members 
Mstep: Class 23 contains 162262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453720.000000 Penalty: 42000.691406
Iteration 124Q: 20 clusters Score -8.445372e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 27092 members 
Mstep: Class 4 contains 66077 members 
Mstep: Class 5 contains 35636 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 213267 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 11376 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 14 contains 15236 members 
Mstep: Class 15 contains 63400 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 166938 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 23 contains 162187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453736.000000 Penalty: 42000.691406
Iteration 125Q: 20 clusters Score -8.445374e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27103 members 
Mstep: Class 4 contains 66789 members 
Mstep: Class 5 contains 35625 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 212519 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 14 contains 15272 members 
Mstep: Class 15 contains 63390 members 
Mstep: Class 17 contains 7664 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 166814 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 162152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84453840.000000 Penalty: 42000.691406
Iteration 126Q: 20 clusters Score -8.445384e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 27118 members 
Mstep: Class 4 contains 67502 members 
Mstep: Class 5 contains 35620 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 211819 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 11394 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 14 contains 15310 members 
Mstep: Class 15 contains 63390 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 166671 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 162095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454096.000000 Penalty: 42000.691406
Iteration 127Q: 20 clusters Score -8.44541e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 27126 members 
Mstep: Class 4 contains 68224 members 
Mstep: Class 5 contains 35605 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 211083 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 12 contains 9117 members 
Mstep: Class 14 contains 15348 members 
Mstep: Class 15 contains 63374 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 166551 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 162034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454128.000000 Penalty: 42000.691406
Iteration 128Q: 20 clusters Score -8.445413e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 27138 members 
Mstep: Class 4 contains 68988 members 
Mstep: Class 5 contains 35599 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 210312 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 11404 members 
Mstep: Class 12 contains 9110 members 
Mstep: Class 14 contains 15390 members 
Mstep: Class 15 contains 63351 members 
Mstep: Class 17 contains 7710 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 166427 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 161952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454048.000000 Penalty: 42000.691406
Iteration 129Q: 20 clusters Score -8.445405e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 69813 members 
Mstep: Class 5 contains 35594 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 209538 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 11409 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 14 contains 15443 members 
Mstep: Class 15 contains 63323 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 166262 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 161872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454224.000000 Penalty: 42000.691406
Iteration 130Q: 20 clusters Score -8.445422e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 27136 members 
Mstep: Class 4 contains 70629 members 
Mstep: Class 5 contains 35582 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 208753 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 12 contains 9089 members 
Mstep: Class 14 contains 15481 members 
Mstep: Class 15 contains 63317 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 166119 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 161788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454192.000000 Penalty: 42000.691406
Iteration 131Q: 20 clusters Score -8.445419e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 27135 members 
Mstep: Class 4 contains 71475 members 
Mstep: Class 5 contains 35566 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 207951 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 12 contains 9085 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 63318 members 
Mstep: Class 17 contains 7762 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 165943 members 
Mstep: Class 22 contains 10028 members 
Mstep: Class 23 contains 161696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84454008.000000 Penalty: 42000.691406
Iteration 132Q: 20 clusters Score -8.445401e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 27138 members 
Mstep: Class 4 contains 72342 members 
Mstep: Class 5 contains 35551 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 207115 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4633 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 12 contains 9076 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 63303 members 
Mstep: Class 17 contains 7769 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 165732 members 
Mstep: Class 22 contains 10213 members 
Mstep: Class 23 contains 161640 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -8.445419e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 27158 members 
Mstep: Class 4 contains 73296 members 
Mstep: Class 5 contains 35536 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 206211 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 12 contains 9065 members 
Mstep: Class 14 contains 15666 members 
Mstep: Class 15 contains 63286 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 165509 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 161592 members 
Entering Unmasked Estep 
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Score: -84454440.000000 Penalty: 42000.691406
Iteration 134Q: 20 clusters Score -8.445444e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 27181 members 
Mstep: Class 4 contains 74255 members 
Mstep: Class 5 contains 35514 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 205292 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 10 contains 11444 members 
Mstep: Class 12 contains 9046 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 15 contains 63273 members 
Mstep: Class 17 contains 7788 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 165282 members 
Mstep: Class 22 contains 10552 members 
Mstep: Class 23 contains 161540 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -8.445443e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27208 members 
Mstep: Class 4 contains 75312 members 
Mstep: Class 5 contains 35501 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 204303 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 15 contains 63258 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 165007 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 161475 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -8.44539e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 76384 members 
Mstep: Class 5 contains 35486 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 203326 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4654 members 
Mstep: Class 10 contains 11468 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 63255 members 
Mstep: Class 17 contains 7807 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 164732 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 161397 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -8.445404e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27235 members 
Mstep: Class 4 contains 77512 members 
Mstep: Class 5 contains 35472 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 202337 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 11487 members 
Mstep: Class 12 contains 9022 members 
Mstep: Class 14 contains 15924 members 
Mstep: Class 15 contains 63248 members 
Mstep: Class 17 contains 7816 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 164451 members 
Mstep: Class 22 contains 11058 members 
Mstep: Class 23 contains 161285 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -8.445407e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27246 members 
Mstep: Class 4 contains 78661 members 
Mstep: Class 5 contains 35461 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 201283 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 11513 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 14 contains 15979 members 
Mstep: Class 15 contains 63249 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 164179 members 
Mstep: Class 22 contains 11247 members 
Mstep: Class 23 contains 161182 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -8.445412e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 27264 members 
Mstep: Class 4 contains 79872 members 
Mstep: Class 5 contains 35447 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 200183 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 14 contains 16031 members 
Mstep: Class 15 contains 63259 members 
Mstep: Class 17 contains 7851 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 163899 members 
Mstep: Class 22 contains 11440 members 
Mstep: Class 23 contains 161055 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -8.445427e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 27287 members 
Mstep: Class 4 contains 81081 members 
Mstep: Class 5 contains 35430 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 199105 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 4671 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 9008 members 
Mstep: Class 14 contains 16060 members 
Mstep: Class 15 contains 63285 members 
Mstep: Class 17 contains 7871 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 163608 members 
Mstep: Class 22 contains 11607 members 
Mstep: Class 23 contains 160952 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -8.445444e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 27299 members 
Mstep: Class 4 contains 82338 members 
Mstep: Class 5 contains 35427 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 198002 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 4671 members 
Mstep: Class 10 contains 11562 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 14 contains 16057 members 
Mstep: Class 15 contains 63294 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 163338 members 
Mstep: Class 22 contains 11774 members 
Mstep: Class 23 contains 160844 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -8.445449e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 83630 members 
Mstep: Class 5 contains 35416 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 196845 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 11579 members 
Mstep: Class 12 contains 9000 members 
Mstep: Class 14 contains 16080 members 
Mstep: Class 15 contains 63283 members 
Mstep: Class 17 contains 7927 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 163067 members 
Mstep: Class 22 contains 11966 members 
Mstep: Class 23 contains 160699 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -8.44549e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 27356 members 
Mstep: Class 4 contains 84994 members 
Mstep: Class 5 contains 35404 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 195617 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 11604 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 63283 members 
Mstep: Class 17 contains 7951 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 162727 members 
Mstep: Class 22 contains 12158 members 
Mstep: Class 23 contains 160578 members 
Entering Unmasked Estep 
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Score: -84455136.000000 Penalty: 42000.691406
Iteration 144Q: 20 clusters Score -8.445514e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 86387 members 
Mstep: Class 5 contains 35381 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 194318 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 11629 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 14 contains 16173 members 
Mstep: Class 15 contains 63282 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 162357 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 160514 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -8.445522e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 27399 members 
Mstep: Class 4 contains 87820 members 
Mstep: Class 5 contains 35378 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 193029 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 9 contains 4703 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 14 contains 16213 members 
Mstep: Class 15 contains 63295 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 161941 members 
Mstep: Class 22 contains 12531 members 
Mstep: Class 23 contains 160392 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -8.445546e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 27434 members 
Mstep: Class 4 contains 89339 members 
Mstep: Class 5 contains 35377 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 191807 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 10 contains 11687 members 
Mstep: Class 12 contains 9096 members 
Mstep: Class 14 contains 16252 members 
Mstep: Class 15 contains 63309 members 
Mstep: Class 17 contains 8040 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 161458 members 
Mstep: Class 22 contains 12674 members 
Mstep: Class 23 contains 160253 members 
Entering Unmasked Estep 
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Score: -84455688.000000 Penalty: 42000.691406
Iteration 147Q: 20 clusters Score -8.445569e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 27453 members 
Mstep: Class 4 contains 90942 members 
Mstep: Class 5 contains 35368 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 190592 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 4709 members 
Mstep: Class 10 contains 11708 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 14 contains 16267 members 
Mstep: Class 15 contains 63276 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 160990 members 
Mstep: Class 22 contains 12817 members 
Mstep: Class 23 contains 160092 members 
Entering Unmasked Estep 
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Score: -84456552.000000 Penalty: 42000.691406
Iteration 148Q: 20 clusters Score -8.445655e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 27465 members 
Mstep: Class 4 contains 92597 members 
Mstep: Class 5 contains 35347 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 189430 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 11749 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 14 contains 16287 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4206 members 
Mstep: Class 21 contains 160449 members 
Mstep: Class 22 contains 12951 members 
Mstep: Class 23 contains 159898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456472.000000 Penalty: 42000.691406
Iteration 149Q: 20 clusters Score -8.445647e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 27476 members 
Mstep: Class 4 contains 94331 members 
Mstep: Class 5 contains 35338 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 188213 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 4733 members 
Mstep: Class 10 contains 11796 members 
Mstep: Class 12 contains 9200 members 
Mstep: Class 14 contains 16295 members 
Mstep: Class 15 contains 63216 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 159861 members 
Mstep: Class 22 contains 13094 members 
Mstep: Class 23 contains 159712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84456544.000000 Penalty: 42000.691406
Iteration 150Q: 20 clusters Score -8.445654e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 96027 members 
Mstep: Class 5 contains 35330 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 186988 members 
Mstep: Class 8 contains 1572 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 11845 members 
Mstep: Class 12 contains 9247 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 63185 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 159340 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 23 contains 159531 members 
Entering Unmasked Estep 
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Score: -84456848.000000 Penalty: 42000.691406
Iteration 151Q: 20 clusters Score -8.445685e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 27512 members 
Mstep: Class 4 contains 97801 members 
Mstep: Class 5 contains 35313 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 185650 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 11885 members 
Mstep: Class 12 contains 9285 members 
Mstep: Class 14 contains 16306 members 
Mstep: Class 15 contains 63144 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 158856 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 159394 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -8.445717e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 27515 members 
Mstep: Class 4 contains 99558 members 
Mstep: Class 5 contains 35287 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 184341 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 11929 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 14 contains 16313 members 
Mstep: Class 15 contains 63143 members 
Mstep: Class 17 contains 8152 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 158358 members 
Mstep: Class 22 contains 13443 members 
Mstep: Class 23 contains 159233 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -8.445728e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 27515 members 
Mstep: Class 4 contains 101358 members 
Mstep: Class 5 contains 35275 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 183098 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 12 contains 9367 members 
Mstep: Class 14 contains 16323 members 
Mstep: Class 15 contains 63137 members 
Mstep: Class 17 contains 8167 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4188 members 
Mstep: Class 21 contains 157800 members 
Mstep: Class 22 contains 13557 members 
Mstep: Class 23 contains 159042 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -8.445761e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 27531 members 
Mstep: Class 4 contains 103192 members 
Mstep: Class 5 contains 35263 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 181787 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 11993 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 63144 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 157254 members 
Mstep: Class 22 contains 13707 members 
Mstep: Class 23 contains 158832 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -8.445808e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 27547 members 
Mstep: Class 4 contains 105017 members 
Mstep: Class 5 contains 35256 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 180464 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 4746 members 
Mstep: Class 10 contains 12025 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 14 contains 16346 members 
Mstep: Class 15 contains 63119 members 
Mstep: Class 17 contains 8185 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 156697 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 158636 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -8.445874e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 27559 members 
Mstep: Class 4 contains 106931 members 
Mstep: Class 5 contains 35229 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 179098 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 12059 members 
Mstep: Class 12 contains 9487 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 63091 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 19 contains 202 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 156166 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 158408 members 
Entering Unmasked Estep 
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Iteration 157Q: 20 clusters Score -8.44588e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 27562 members 
Mstep: Class 4 contains 108888 members 
Mstep: Class 5 contains 35206 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 177859 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4725 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 12 contains 9545 members 
Mstep: Class 14 contains 16344 members 
Mstep: Class 15 contains 63055 members 
Mstep: Class 17 contains 8205 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 155503 members 
Mstep: Class 22 contains 14122 members 
Mstep: Class 23 contains 158208 members 
Entering Unmasked Estep 
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Iteration 158Q: 20 clusters Score -8.445902e+07 nChanged 3877
Entering ConstructFrom: 
Score: -84459016.000000 Penalty: 42000.691406
Entering ConstructFrom: 
Trying to split cluster 1 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -945211.562500 Penalty: 1481.390503
	Iteration 0F: 2 clusters Score -945211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -938531.062500 Penalty: 2962.781006
	Iteration 0F: 3 clusters Score -938531.1 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -940665.125000 Penalty: 2962.781006
	Iteration 1F: 3 clusters Score -940665.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -940878.625000 Penalty: 2962.781006
	Iteration 2F: 3 clusters Score -940878.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -941058.875000 Penalty: 2962.781006
	Iteration 3Q: 3 clusters Score -941058.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -941221.062500 Penalty: 2962.781006
	Iteration 4Q: 3 clusters Score -941221.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -941381.937500 Penalty: 2962.781006
	Iteration 5Q: 3 clusters Score -941381.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -941548.625000 Penalty: 2962.781006
	Iteration 6Q: 3 clusters Score -941548.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -941741.000000 Penalty: 2962.781006
	Iteration 7Q: 3 clusters Score -941741 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -941970.062500 Penalty: 2962.781006
	Iteration 8Q: 3 clusters Score -941970.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -942238.187500 Penalty: 2962.781006
	Iteration 9Q: 3 clusters Score -942238.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -942560.500000 Penalty: 2962.781006
	Iteration 10F: 3 clusters Score -942560.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -942895.437500 Penalty: 2962.781006
	Iteration 11Q: 3 clusters Score -942895.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -943170.375000 Penalty: 2962.781006
	Iteration 12Q: 3 clusters Score -943170.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -943388.562500 Penalty: 2962.781006
	Iteration 13Q: 3 clusters Score -943388.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -943556.750000 Penalty: 2962.781006
	Iteration 14Q: 3 clusters Score -943556.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -943678.375000 Penalty: 2962.781006
	Iteration 15Q: 3 clusters Score -943678.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -943734.312500 Penalty: 2962.781006
	Iteration 16Q: 3 clusters Score -943734.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -943776.625000 Penalty: 2962.781006
	Iteration 17Q: 3 clusters Score -943776.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -943806.312500 Penalty: 2962.781006
	Iteration 18Q: 3 clusters Score -943806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -943833.562500 Penalty: 2962.781006
	Iteration 19Q: 3 clusters Score -943833.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -943856.937500 Penalty: 2962.781006
	Iteration 20F: 3 clusters Score -943856.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -943875.250000 Penalty: 2962.781006
	Iteration 21Q: 3 clusters Score -943875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -943885.375000 Penalty: 2962.781006
	Iteration 22Q: 3 clusters Score -943885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -943895.875000 Penalty: 2962.781006
	Iteration 23Q: 3 clusters Score -943895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -943903.687500 Penalty: 2962.781006
	Iteration 24Q: 3 clusters Score -943903.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -943911.000000 Penalty: 2962.781006
	Iteration 25Q: 3 clusters Score -943911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -943917.625000 Penalty: 2962.781006
	Iteration 26Q: 3 clusters Score -943917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -943920.562500 Penalty: 2962.781006
	Iteration 27Q: 3 clusters Score -943920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -943922.312500 Penalty: 2962.781006
	Iteration 28Q: 3 clusters Score -943922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -943923.250000 Penalty: 2962.781006
	Iteration 29Q: 3 clusters Score -943923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -943924.875000 Penalty: 2962.781006
	Iteration 30Q: 3 clusters Score -943924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -943927.125000 Penalty: 2962.781006
	Iteration 31Q: 3 clusters Score -943927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -943926.312500 Penalty: 2962.781006
	Iteration 32Q: 3 clusters Score -943926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -943926.312500 Penalty: 2962.781006
	Iteration 33F: 3 clusters Score -943926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -242710.984375 Penalty: 1269.050415
	Iteration 0F: 2 clusters Score -242711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -240333.046875 Penalty: 2538.100830
	Iteration 0F: 3 clusters Score -240333 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -240947.937500 Penalty: 2538.100830
	Iteration 1F: 3 clusters Score -240947.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241125.484375 Penalty: 2538.100830
	Iteration 2F: 3 clusters Score -241125.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -241225.937500 Penalty: 2538.100830
	Iteration 3F: 3 clusters Score -241225.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -241290.906250 Penalty: 2538.100830
	Iteration 4Q: 3 clusters Score -241290.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -241327.453125 Penalty: 2538.100830
	Iteration 5Q: 3 clusters Score -241327.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -241358.390625 Penalty: 2538.100830
	Iteration 6Q: 3 clusters Score -241358.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -241385.046875 Penalty: 2538.100830
	Iteration 7Q: 3 clusters Score -241385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -241406.359375 Penalty: 2538.100830
	Iteration 8Q: 3 clusters Score -241406.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -241435.218750 Penalty: 2538.100830
	Iteration 9Q: 3 clusters Score -241435.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -241457.078125 Penalty: 2538.100830
	Iteration 10Q: 3 clusters Score -241457.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -241468.281250 Penalty: 2538.100830
	Iteration 11Q: 3 clusters Score -241468.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -241479.296875 Penalty: 2538.100830
	Iteration 12Q: 3 clusters Score -241479.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -241486.828125 Penalty: 2538.100830
	Iteration 13Q: 3 clusters Score -241486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -241495.640625 Penalty: 2538.100830
	Iteration 14Q: 3 clusters Score -241495.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241512.703125 Penalty: 2538.100830
	Iteration 15Q: 3 clusters Score -241512.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -241531.875000 Penalty: 2538.100830
	Iteration 16Q: 3 clusters Score -241531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -241553.812500 Penalty: 2538.100830
	Iteration 17Q: 3 clusters Score -241553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -241583.859375 Penalty: 2538.100830
	Iteration 18Q: 3 clusters Score -241583.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241609.625000 Penalty: 2538.100830
	Iteration 19Q: 3 clusters Score -241609.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -241625.656250 Penalty: 2538.100830
	Iteration 20F: 3 clusters Score -241625.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -241639.437500 Penalty: 2538.100830
	Iteration 21Q: 3 clusters Score -241639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241648.500000 Penalty: 2538.100830
	Iteration 22Q: 3 clusters Score -241648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241651.125000 Penalty: 2538.100830
	Iteration 23Q: 3 clusters Score -241651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241653.312500 Penalty: 2538.100830
	Iteration 24Q: 3 clusters Score -241653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241657.671875 Penalty: 2538.100830
	Iteration 25Q: 3 clusters Score -241657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241662.343750 Penalty: 2538.100830
	Iteration 26Q: 3 clusters Score -241662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241664.734375 Penalty: 2538.100830
	Iteration 27Q: 3 clusters Score -241664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241665.078125 Penalty: 2538.100830
	Iteration 28Q: 3 clusters Score -241665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241665.078125 Penalty: 2538.100830
	Iteration 29F: 3 clusters Score -241665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Entering Unmasked Estep 
Score: -2847442.000000 Penalty: 1661.549194
	Iteration 0F: 2 clusters Score -2847442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2828925.000000 Penalty: 3323.098389
	Iteration 0F: 3 clusters Score -2828925 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2835764.500000 Penalty: 3323.098389
	Iteration 1F: 3 clusters Score -2835764 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2836120.500000 Penalty: 3323.098389
	Iteration 2Q: 3 clusters Score -2836120 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2836481.250000 Penalty: 3323.098389
	Iteration 3Q: 3 clusters Score -2836481 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2836832.750000 Penalty: 3323.098389
	Iteration 4Q: 3 clusters Score -2836833 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2837199.000000 Penalty: 3323.098389
	Iteration 5Q: 3 clusters Score -2837199 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2837637.000000 Penalty: 3323.098389
	Iteration 6Q: 3 clusters Score -2837637 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2838158.750000 Penalty: 3323.098389
	Iteration 7Q: 3 clusters Score -2838159 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2838702.250000 Penalty: 3323.098389
	Iteration 8Q: 3 clusters Score -2838702 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2839361.000000 Penalty: 3323.098389
	Iteration 9Q: 3 clusters Score -2839361 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2840080.250000 Penalty: 3323.098389
	Iteration 10Q: 3 clusters Score -2840080 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2840896.750000 Penalty: 3323.098389
	Iteration 11Q: 3 clusters Score -2840897 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2841798.000000 Penalty: 3323.098389
	Iteration 12Q: 3 clusters Score -2841798 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2842717.750000 Penalty: 3323.098389
	Iteration 13Q: 3 clusters Score -2842718 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2843573.750000 Penalty: 3323.098389
	Iteration 14Q: 3 clusters Score -2843574 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2844274.500000 Penalty: 3323.098389
	Iteration 15Q: 3 clusters Score -2844274 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2844873.000000 Penalty: 3323.098389
	Iteration 16Q: 3 clusters Score -2844873 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2845377.750000 Penalty: 3323.098389
	Iteration 17Q: 3 clusters Score -2845378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2845847.000000 Penalty: 3323.098389
	Iteration 18Q: 3 clusters Score -2845847 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2846293.250000 Penalty: 3323.098389
	Iteration 19Q: 3 clusters Score -2846293 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2846608.000000 Penalty: 3323.098389
	Iteration 20F: 3 clusters Score -2846608 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2846787.250000 Penalty: 3323.098389
	Iteration 21Q: 3 clusters Score -2846787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2846864.500000 Penalty: 3323.098389
	Iteration 22Q: 3 clusters Score -2846864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2846899.250000 Penalty: 3323.098389
	Iteration 23Q: 3 clusters Score -2846899 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2846920.500000 Penalty: 3323.098389
	Iteration 24Q: 3 clusters Score -2846920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2846937.000000 Penalty: 3323.098389
	Iteration 25Q: 3 clusters Score -2846937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2846944.750000 Penalty: 3323.098389
	Iteration 26Q: 3 clusters Score -2846945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2846957.500000 Penalty: 3323.098389
	Iteration 27Q: 3 clusters Score -2846958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2846979.750000 Penalty: 3323.098389
	Iteration 28Q: 3 clusters Score -2846980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -2846984.750000 Penalty: 3323.098389
	Iteration 29Q: 3 clusters Score -2846985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2846993.750000 Penalty: 3323.098389
	Iteration 30Q: 3 clusters Score -2846994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2847001.250000 Penalty: 3323.098389
	Iteration 31Q: 3 clusters Score -2847001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2847006.750000 Penalty: 3323.098389
	Iteration 32Q: 3 clusters Score -2847007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2847012.750000 Penalty: 3323.098389
	Iteration 33Q: 3 clusters Score -2847013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2847016.250000 Penalty: 3323.098389
	Iteration 34Q: 3 clusters Score -2847016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2847025.000000 Penalty: 3323.098389
	Iteration 35Q: 3 clusters Score -2847025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2847030.250000 Penalty: 3323.098389
	Iteration 36Q: 3 clusters Score -2847030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2847039.750000 Penalty: 3323.098389
	Iteration 37Q: 3 clusters Score -2847040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2847047.750000 Penalty: 3323.098389
	Iteration 38Q: 3 clusters Score -2847048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2847047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2847046.500000 Penalty: 3323.098389
	Iteration 40F: 3 clusters Score -2847046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2847049.500000 Penalty: 3323.098389
	Iteration 41Q: 3 clusters Score -2847050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2847050.750000 Penalty: 3323.098389
	Iteration 42Q: 3 clusters Score -2847051 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2847052.750000 Penalty: 3323.098389
	Iteration 43Q: 3 clusters Score -2847053 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2847054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2847059.250000 Penalty: 3323.098389
	Iteration 45Q: 3 clusters Score -2847059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2847060.500000 Penalty: 3323.098389
	Iteration 46Q: 3 clusters Score -2847060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2847066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2847074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2847072.000000 Penalty: 3323.098389
	Iteration 49Q: 3 clusters Score -2847072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2847075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2847080.250000 Penalty: 3323.098389
	Iteration 51Q: 3 clusters Score -2847080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2847085.500000 Penalty: 3323.098389
	Iteration 52Q: 3 clusters Score -2847086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2847098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2847100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2847108.000000 Penalty: 3323.098389
	Iteration 55Q: 3 clusters Score -2847108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2847121.500000 Penalty: 3323.098389
	Iteration 56Q: 3 clusters Score -2847122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2847130.000000 Penalty: 3323.098389
	Iteration 57Q: 3 clusters Score -2847130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2847134 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2847152.500000 Penalty: 3323.098389
	Iteration 59Q: 3 clusters Score -2847152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2847170.000000 Penalty: 3323.098389
	Iteration 60F: 3 clusters Score -2847170 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2847205.000000 Penalty: 3323.098389
	Iteration 61Q: 3 clusters Score -2847205 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2847248 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2847328 nChanged 191
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Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2847456 nChanged 213
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Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2847556 nChanged 190
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2847606 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2847648 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2847669 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2847682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2847691 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2847698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2847707 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2847717 nChanged 72
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Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2847733.500000 Penalty: 3323.098389
	Iteration 74Q: 3 clusters Score -2847734 nChanged 82
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Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2847743.000000 Penalty: 3323.098389
	Iteration 75Q: 3 clusters Score -2847743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2847759.250000 Penalty: 3323.098389
	Iteration 76Q: 3 clusters Score -2847759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2847757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2847766.000000 Penalty: 3323.098389
	Iteration 78Q: 3 clusters Score -2847766 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2847779.000000 Penalty: 3323.098389
	Iteration 79Q: 3 clusters Score -2847779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2847773.000000 Penalty: 3323.098389
	Iteration 80F: 3 clusters Score -2847773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2847787.000000 Penalty: 3323.098389
	Iteration 81Q: 3 clusters Score -2847787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2847791.000000 Penalty: 3323.098389
	Iteration 82Q: 3 clusters Score -2847791 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2847803 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2847817 nChanged 70
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Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2847830 nChanged 68
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Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2847844 nChanged 69
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2847849 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2847856 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2847869 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2847874 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2847876 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2847890 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2847891 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2847890 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2847910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2847926 nChanged 83
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Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2847934.500000 Penalty: 3323.098389
	Iteration 97Q: 3 clusters Score -2847934 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2847955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2847979 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2847996.750000 Penalty: 3323.098389
	Iteration 100F: 3 clusters Score -2847997 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2848024.500000 Penalty: 3323.098389
	Iteration 101Q: 3 clusters Score -2848024 nChanged 106
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Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2848054 nChanged 118
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Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2848074 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2848096 nChanged 137
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2848107 nChanged 148
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Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2848134 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2848156 nChanged 159
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Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2848195 nChanged 168
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Mstep: Class 1 contains 7503 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2848224 nChanged 185
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Mstep: Class 1 contains 7688 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2848272 nChanged 198
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Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2848315 nChanged 215
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Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2848356 nChanged 225
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Mstep: Class 1 contains 8320 members 
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	Iteration 113Q: 3 clusters Score -2848410 nChanged 218
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Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 19044 members 
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	Iteration 114Q: 3 clusters Score -2848464 nChanged 238
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Mstep: Class 1 contains 8776 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2848532 nChanged 266
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Mstep: Class 1 contains 9042 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2848607 nChanged 281
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Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2848708 nChanged 317
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Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2848823 nChanged 360
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Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2848976 nChanged 408
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Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2849207 nChanged 462
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Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2849540 nChanged 480
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2849920 nChanged 526
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Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2850408 nChanged 503
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Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2850903 nChanged 470
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Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2851467 nChanged 456
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Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2852108 nChanged 367
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Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2852566 nChanged 237
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Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2852764.500000 Penalty: 3323.098389
	Iteration 128Q: 3 clusters Score -2852764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2852862.750000 Penalty: 3323.098389
	Iteration 129Q: 3 clusters Score -2852863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2852904.000000 Penalty: 3323.098389
	Iteration 130Q: 3 clusters Score -2852904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2852936.000000 Penalty: 3323.098389
	Iteration 131Q: 3 clusters Score -2852936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2852967.250000 Penalty: 3323.098389
	Iteration 132Q: 3 clusters Score -2852967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2852982.000000 Penalty: 3323.098389
	Iteration 133Q: 3 clusters Score -2852982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2852989.500000 Penalty: 3323.098389
	Iteration 134Q: 3 clusters Score -2852990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2852997.750000 Penalty: 3323.098389
	Iteration 135Q: 3 clusters Score -2852998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2852997.500000 Penalty: 3323.098389
	Iteration 136Q: 3 clusters Score -2852998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2852999.500000 Penalty: 3323.098389
	Iteration 137Q: 3 clusters Score -2853000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2853000.000000 Penalty: 3323.098389
	Iteration 138Q: 3 clusters Score -2853000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2852998.000000 Penalty: 3323.098389
	Iteration 139Q: 3 clusters Score -2852998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2853115.750000 Penalty: 3323.098389
	Iteration 140F: 3 clusters Score -2853116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2853184.500000 Penalty: 3323.098389
	Iteration 141Q: 3 clusters Score -2853184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2853211.750000 Penalty: 3323.098389
	Iteration 142Q: 3 clusters Score -2853212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2853218.500000 Penalty: 3323.098389
	Iteration 143Q: 3 clusters Score -2853218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2853220.250000 Penalty: 3323.098389
	Iteration 144Q: 3 clusters Score -2853220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2853221.250000 Penalty: 3323.098389
	Iteration 145Q: 3 clusters Score -2853221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2853222.750000 Penalty: 3323.098389
	Iteration 146Q: 3 clusters Score -2853223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2853219.250000 Penalty: 3323.098389
	Iteration 147Q: 3 clusters Score -2853219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2853220.750000 Penalty: 3323.098389
	Iteration 148Q: 3 clusters Score -2853221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2853223.250000 Penalty: 3323.098389
	Iteration 149Q: 3 clusters Score -2853223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2853226.500000 Penalty: 3323.098389
	Iteration 150Q: 3 clusters Score -2853226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2853225.500000 Penalty: 3323.098389
	Iteration 151Q: 3 clusters Score -2853226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2853233.750000 Penalty: 3323.098389
	Iteration 152Q: 3 clusters Score -2853234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2853226.750000 Penalty: 3323.098389
	Iteration 153Q: 3 clusters Score -2853227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2853227.500000 Penalty: 3323.098389
	Iteration 154Q: 3 clusters Score -2853228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2853227.250000 Penalty: 3323.098389
	Iteration 155Q: 3 clusters Score -2853227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2853225.000000 Penalty: 3323.098389
	Iteration 156Q: 3 clusters Score -2853225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2853225.000000 Penalty: 3323.098389
	Iteration 157F: 3 clusters Score -2853225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 4 contains 110840 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 176641 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 63032 members 
Mstep: Class 17 contains 8210 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 154782 members 
Mstep: Class 22 contains 14233 members 
Mstep: Class 23 contains 158022 members 
Entering Unmasked Estep 
Score: -84464328.000000 Penalty: 44211.253906
Splitting cluster 3 changes total score from -84459016.000000 to -84464328.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (110840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110840 members 
Entering Unmasked Estep 
Score: -11930186.000000 Penalty: 1887.574463
	Iteration 0F: 2 clusters Score -1.193019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -11855752.000000 Penalty: 3775.148926
	Iteration 0F: 3 clusters Score -1.185575e+07 nChanged 53439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -11886653.000000 Penalty: 3775.148926
	Iteration 1F: 3 clusters Score -1.188665e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -11887201.000000 Penalty: 3775.148926
	Iteration 2Q: 3 clusters Score -1.18872e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -11887828.000000 Penalty: 3775.148926
	Iteration 3Q: 3 clusters Score -1.188783e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -11888666.000000 Penalty: 3775.148926
	Iteration 4Q: 3 clusters Score -1.188867e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -11889809.000000 Penalty: 3775.148926
	Iteration 5Q: 3 clusters Score -1.188981e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -11891301.000000 Penalty: 3775.148926
	Iteration 6Q: 3 clusters Score -1.18913e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -11893681.000000 Penalty: 3775.148926
	Iteration 7Q: 3 clusters Score -1.189368e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -11897700.000000 Penalty: 3775.148926
	Iteration 8F: 3 clusters Score -1.18977e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -11903718.000000 Penalty: 3775.148926
	Iteration 9F: 3 clusters Score -1.190372e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -11909969.000000 Penalty: 3775.148926
	Iteration 10F: 3 clusters Score -1.190997e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -11913322.000000 Penalty: 3775.148926
	Iteration 11F: 3 clusters Score -1.191332e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -11914618.000000 Penalty: 3775.148926
	Iteration 12Q: 3 clusters Score -1.191462e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -11915384.000000 Penalty: 3775.148926
	Iteration 13Q: 3 clusters Score -1.191538e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -11916204.000000 Penalty: 3775.148926
	Iteration 14Q: 3 clusters Score -1.19162e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -11916944.000000 Penalty: 3775.148926
	Iteration 15Q: 3 clusters Score -1.191694e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -11917715.000000 Penalty: 3775.148926
	Iteration 16Q: 3 clusters Score -1.191772e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -11918517.000000 Penalty: 3775.148926
	Iteration 17Q: 3 clusters Score -1.191852e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -11919244.000000 Penalty: 3775.148926
	Iteration 18Q: 3 clusters Score -1.191924e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -11919795.000000 Penalty: 3775.148926
	Iteration 19Q: 3 clusters Score -1.19198e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -11920284.000000 Penalty: 3775.148926
	Iteration 20F: 3 clusters Score -1.192028e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -11920674.000000 Penalty: 3775.148926
	Iteration 21Q: 3 clusters Score -1.192067e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -11921020.000000 Penalty: 3775.148926
	Iteration 22Q: 3 clusters Score -1.192102e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -11921327.000000 Penalty: 3775.148926
	Iteration 23Q: 3 clusters Score -1.192133e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -11921584.000000 Penalty: 3775.148926
	Iteration 24Q: 3 clusters Score -1.192158e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -11921823.000000 Penalty: 3775.148926
	Iteration 25Q: 3 clusters Score -1.192182e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -11922129.000000 Penalty: 3775.148926
	Iteration 26Q: 3 clusters Score -1.192213e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -11922351.000000 Penalty: 3775.148926
	Iteration 27Q: 3 clusters Score -1.192235e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -11922538.000000 Penalty: 3775.148926
	Iteration 28Q: 3 clusters Score -1.192254e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -11922842.000000 Penalty: 3775.148926
	Iteration 29Q: 3 clusters Score -1.192284e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -11923071.000000 Penalty: 3775.148926
	Iteration 30Q: 3 clusters Score -1.192307e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -11923182.000000 Penalty: 3775.148926
	Iteration 31Q: 3 clusters Score -1.192318e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -11923400.000000 Penalty: 3775.148926
	Iteration 32Q: 3 clusters Score -1.19234e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -11923499.000000 Penalty: 3775.148926
	Iteration 33Q: 3 clusters Score -1.19235e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -11923690.000000 Penalty: 3775.148926
	Iteration 34Q: 3 clusters Score -1.192369e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -11923835.000000 Penalty: 3775.148926
	Iteration 35Q: 3 clusters Score -1.192384e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -11923968.000000 Penalty: 3775.148926
	Iteration 36Q: 3 clusters Score -1.192397e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -11924125.000000 Penalty: 3775.148926
	Iteration 37Q: 3 clusters Score -1.192412e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -11924264.000000 Penalty: 3775.148926
	Iteration 38Q: 3 clusters Score -1.192426e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -11924418.000000 Penalty: 3775.148926
	Iteration 39Q: 3 clusters Score -1.192442e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -11924626.000000 Penalty: 3775.148926
	Iteration 40F: 3 clusters Score -1.192463e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -11924783.000000 Penalty: 3775.148926
	Iteration 41Q: 3 clusters Score -1.192478e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -11924942.000000 Penalty: 3775.148926
	Iteration 42Q: 3 clusters Score -1.192494e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -11925110.000000 Penalty: 3775.148926
	Iteration 43Q: 3 clusters Score -1.192511e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -11925279.000000 Penalty: 3775.148926
	Iteration 44Q: 3 clusters Score -1.192528e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -11925462.000000 Penalty: 3775.148926
	Iteration 45Q: 3 clusters Score -1.192546e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -11925586.000000 Penalty: 3775.148926
	Iteration 46Q: 3 clusters Score -1.192559e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -11925696.000000 Penalty: 3775.148926
	Iteration 47Q: 3 clusters Score -1.19257e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -11925881.000000 Penalty: 3775.148926
	Iteration 48Q: 3 clusters Score -1.192588e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -11926017.000000 Penalty: 3775.148926
	Iteration 49Q: 3 clusters Score -1.192602e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -11926133.000000 Penalty: 3775.148926
	Iteration 50Q: 3 clusters Score -1.192613e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -11926305.000000 Penalty: 3775.148926
	Iteration 51Q: 3 clusters Score -1.19263e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -11926521.000000 Penalty: 3775.148926
	Iteration 52Q: 3 clusters Score -1.192652e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -11926621.000000 Penalty: 3775.148926
	Iteration 53Q: 3 clusters Score -1.192662e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 99364 members 
Entering Unmasked Estep 
Score: -11926716.000000 Penalty: 3775.148926
	Iteration 54Q: 3 clusters Score -1.192672e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -11926839.000000 Penalty: 3775.148926
	Iteration 55Q: 3 clusters Score -1.192684e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -11926948.000000 Penalty: 3775.148926
	Iteration 56Q: 3 clusters Score -1.192695e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -11927072.000000 Penalty: 3775.148926
	Iteration 57Q: 3 clusters Score -1.192707e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -11927166.000000 Penalty: 3775.148926
	Iteration 58Q: 3 clusters Score -1.192717e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -11927292.000000 Penalty: 3775.148926
	Iteration 59Q: 3 clusters Score -1.192729e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -11927355.000000 Penalty: 3775.148926
	Iteration 60F: 3 clusters Score -1.192736e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -11927409.000000 Penalty: 3775.148926
	Iteration 61Q: 3 clusters Score -1.192741e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -11927447.000000 Penalty: 3775.148926
	Iteration 62Q: 3 clusters Score -1.192745e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -11927506.000000 Penalty: 3775.148926
	Iteration 63Q: 3 clusters Score -1.192751e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -11927603.000000 Penalty: 3775.148926
	Iteration 64Q: 3 clusters Score -1.19276e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -11927638.000000 Penalty: 3775.148926
	Iteration 65Q: 3 clusters Score -1.192764e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -11927690.000000 Penalty: 3775.148926
	Iteration 66Q: 3 clusters Score -1.192769e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -11927696.000000 Penalty: 3775.148926
	Iteration 67Q: 3 clusters Score -1.19277e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -11927805.000000 Penalty: 3775.148926
	Iteration 68Q: 3 clusters Score -1.19278e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -11927893.000000 Penalty: 3775.148926
	Iteration 69Q: 3 clusters Score -1.192789e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -11927962.000000 Penalty: 3775.148926
	Iteration 70Q: 3 clusters Score -1.192796e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -11927991.000000 Penalty: 3775.148926
	Iteration 71Q: 3 clusters Score -1.192799e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -11928007.000000 Penalty: 3775.148926
	Iteration 72Q: 3 clusters Score -1.192801e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -11928038.000000 Penalty: 3775.148926
	Iteration 73Q: 3 clusters Score -1.192804e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -11928071.000000 Penalty: 3775.148926
	Iteration 74Q: 3 clusters Score -1.192807e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -11928118.000000 Penalty: 3775.148926
	Iteration 75Q: 3 clusters Score -1.192812e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -11928155.000000 Penalty: 3775.148926
	Iteration 76Q: 3 clusters Score -1.192816e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -11928163.000000 Penalty: 3775.148926
	Iteration 77Q: 3 clusters Score -1.192816e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 106108 members 
Entering Unmasked Estep 
Score: -11928214.000000 Penalty: 3775.148926
	Iteration 78Q: 3 clusters Score -1.192821e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -11928217.000000 Penalty: 3775.148926
	Iteration 79Q: 3 clusters Score -1.192822e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -11928238.000000 Penalty: 3775.148926
	Iteration 80F: 3 clusters Score -1.192824e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 106491 members 
Entering Unmasked Estep 
Score: -11928262.000000 Penalty: 3775.148926
	Iteration 81Q: 3 clusters Score -1.192826e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
Score: -11928273.000000 Penalty: 3775.148926
	Iteration 82Q: 3 clusters Score -1.192827e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -11928301.000000 Penalty: 3775.148926
	Iteration 83Q: 3 clusters Score -1.19283e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -11928337.000000 Penalty: 3775.148926
	Iteration 84Q: 3 clusters Score -1.192834e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -11928353.000000 Penalty: 3775.148926
	Iteration 85Q: 3 clusters Score -1.192835e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -11928403.000000 Penalty: 3775.148926
	Iteration 86Q: 3 clusters Score -1.19284e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -11928454.000000 Penalty: 3775.148926
	Iteration 87Q: 3 clusters Score -1.192845e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -11928454.000000 Penalty: 3775.148926
	Iteration 88Q: 3 clusters Score -1.192845e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 107377 members 
Entering Unmasked Estep 
Score: -11928476.000000 Penalty: 3775.148926
	Iteration 89Q: 3 clusters Score -1.192848e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -11928515.000000 Penalty: 3775.148926
	Iteration 90Q: 3 clusters Score -1.192852e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -11928489.000000 Penalty: 3775.148926
	Iteration 91Q: 3 clusters Score -1.192849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -11928494.000000 Penalty: 3775.148926
	Iteration 92Q: 3 clusters Score -1.192849e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -11928528.000000 Penalty: 3775.148926
	Iteration 93Q: 3 clusters Score -1.192853e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 107692 members 
Entering Unmasked Estep 
Score: -11928512.000000 Penalty: 3775.148926
	Iteration 94Q: 3 clusters Score -1.192851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -11928529.000000 Penalty: 3775.148926
	Iteration 95Q: 3 clusters Score -1.192853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -11928535.000000 Penalty: 3775.148926
	Iteration 96Q: 3 clusters Score -1.192854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -11928543.000000 Penalty: 3775.148926
	Iteration 97Q: 3 clusters Score -1.192854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -11928550.000000 Penalty: 3775.148926
	Iteration 98Q: 3 clusters Score -1.192855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 107808 members 
Entering Unmasked Estep 
Score: -11928552.000000 Penalty: 3775.148926
	Iteration 99Q: 3 clusters Score -1.192855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -11928554.000000 Penalty: 3775.148926
	Iteration 100F: 3 clusters Score -1.192855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -11928564.000000 Penalty: 3775.148926
	Iteration 101Q: 3 clusters Score -1.192856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -11928574.000000 Penalty: 3775.148926
	Iteration 102Q: 3 clusters Score -1.192857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -11928573.000000 Penalty: 3775.148926
	Iteration 103Q: 3 clusters Score -1.192857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -11928573.000000 Penalty: 3775.148926
	Iteration 104Q: 3 clusters Score -1.192857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 107857 members 
Entering Unmasked Estep 
Score: -11928566.000000 Penalty: 3775.148926
	Iteration 105Q: 3 clusters Score -1.192857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -11928564.000000 Penalty: 3775.148926
	Iteration 106Q: 3 clusters Score -1.192856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -11928549.000000 Penalty: 3775.148926
	Iteration 107Q: 3 clusters Score -1.192855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -11928545.000000 Penalty: 3775.148926
	Iteration 108Q: 3 clusters Score -1.192854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -11928546.000000 Penalty: 3775.148926
	Iteration 109Q: 3 clusters Score -1.192855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -11928544.000000 Penalty: 3775.148926
	Iteration 110Q: 3 clusters Score -1.192854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -11928539.000000 Penalty: 3775.148926
	Iteration 111Q: 3 clusters Score -1.192854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -11928560.000000 Penalty: 3775.148926
	Iteration 112Q: 3 clusters Score -1.192856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -11928555.000000 Penalty: 3775.148926
	Iteration 113Q: 3 clusters Score -1.192856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -11928568.000000 Penalty: 3775.148926
	Iteration 114Q: 3 clusters Score -1.192857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 107962 members 
Entering Unmasked Estep 
Score: -11928573.000000 Penalty: 3775.148926
	Iteration 115Q: 3 clusters Score -1.192857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -11928570.000000 Penalty: 3775.148926
	Iteration 116Q: 3 clusters Score -1.192857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -11928580.000000 Penalty: 3775.148926
	Iteration 117Q: 3 clusters Score -1.192858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -11928580.000000 Penalty: 3775.148926
	Iteration 118Q: 3 clusters Score -1.192858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -11928589.000000 Penalty: 3775.148926
	Iteration 119Q: 3 clusters Score -1.192859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -11928590.000000 Penalty: 3775.148926
	Iteration 120F: 3 clusters Score -1.192859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -11928592.000000 Penalty: 3775.148926
	Iteration 121Q: 3 clusters Score -1.192859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 108003 members 
Entering Unmasked Estep 
Score: -11928588.000000 Penalty: 3775.148926
	Iteration 122Q: 3 clusters Score -1.192859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -11928585.000000 Penalty: 3775.148926
	Iteration 123Q: 3 clusters Score -1.192858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -11928581.000000 Penalty: 3775.148926
	Iteration 124Q: 3 clusters Score -1.192858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -11928581.000000 Penalty: 3775.148926
	Iteration 125Q: 3 clusters Score -1.192858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -11928576.000000 Penalty: 3775.148926
	Iteration 126Q: 3 clusters Score -1.192858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -11928577.000000 Penalty: 3775.148926
	Iteration 127Q: 3 clusters Score -1.192858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -11928579.000000 Penalty: 3775.148926
	Iteration 128Q: 3 clusters Score -1.192858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -11928576.000000 Penalty: 3775.148926
	Iteration 129Q: 3 clusters Score -1.192858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -11928576.000000 Penalty: 3775.148926
	Iteration 130F: 3 clusters Score -1.192858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Entering Unmasked Estep 
Score: -3694088.000000 Penalty: 1701.170898
	Iteration 0F: 2 clusters Score -3694088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3670409.500000 Penalty: 3402.341797
	Iteration 0F: 3 clusters Score -3670410 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3680085.250000 Penalty: 3402.341797
	Iteration 1F: 3 clusters Score -3680085 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3681003.750000 Penalty: 3402.341797
	Iteration 2F: 3 clusters Score -3681004 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3682252.000000 Penalty: 3402.341797
	Iteration 3F: 3 clusters Score -3682252 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3683672.500000 Penalty: 3402.341797
	Iteration 4F: 3 clusters Score -3683672 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3684947.750000 Penalty: 3402.341797
	Iteration 5F: 3 clusters Score -3684948 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3686063.250000 Penalty: 3402.341797
	Iteration 6F: 3 clusters Score -3686063 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3687042.000000 Penalty: 3402.341797
	Iteration 7F: 3 clusters Score -3687042 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3687753.500000 Penalty: 3402.341797
	Iteration 8Q: 3 clusters Score -3687754 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3688280.500000 Penalty: 3402.341797
	Iteration 9Q: 3 clusters Score -3688280 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3688754.750000 Penalty: 3402.341797
	Iteration 10Q: 3 clusters Score -3688755 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3689182.500000 Penalty: 3402.341797
	Iteration 11Q: 3 clusters Score -3689182 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3689472.500000 Penalty: 3402.341797
	Iteration 12Q: 3 clusters Score -3689472 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3689748.500000 Penalty: 3402.341797
	Iteration 13Q: 3 clusters Score -3689748 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3689954.500000 Penalty: 3402.341797
	Iteration 14Q: 3 clusters Score -3689954 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3690152.500000 Penalty: 3402.341797
	Iteration 15Q: 3 clusters Score -3690152 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3690287.000000 Penalty: 3402.341797
	Iteration 16Q: 3 clusters Score -3690287 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3690456.250000 Penalty: 3402.341797
	Iteration 17Q: 3 clusters Score -3690456 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3690638.000000 Penalty: 3402.341797
	Iteration 18Q: 3 clusters Score -3690638 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3690812.250000 Penalty: 3402.341797
	Iteration 19Q: 3 clusters Score -3690812 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3690961.750000 Penalty: 3402.341797
	Iteration 20F: 3 clusters Score -3690962 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3691097.000000 Penalty: 3402.341797
	Iteration 21Q: 3 clusters Score -3691097 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3691213.000000 Penalty: 3402.341797
	Iteration 22Q: 3 clusters Score -3691213 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3691371.000000 Penalty: 3402.341797
	Iteration 23Q: 3 clusters Score -3691371 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3691510.750000 Penalty: 3402.341797
	Iteration 24Q: 3 clusters Score -3691511 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3691631.250000 Penalty: 3402.341797
	Iteration 25Q: 3 clusters Score -3691631 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3691767.500000 Penalty: 3402.341797
	Iteration 26Q: 3 clusters Score -3691768 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3691908.750000 Penalty: 3402.341797
	Iteration 27Q: 3 clusters Score -3691909 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3692079.750000 Penalty: 3402.341797
	Iteration 28Q: 3 clusters Score -3692080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3692302.000000 Penalty: 3402.341797
	Iteration 29Q: 3 clusters Score -3692302 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3692546.000000 Penalty: 3402.341797
	Iteration 30Q: 3 clusters Score -3692546 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3692815.000000 Penalty: 3402.341797
	Iteration 31Q: 3 clusters Score -3692815 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3693117.250000 Penalty: 3402.341797
	Iteration 32Q: 3 clusters Score -3693117 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3693343.750000 Penalty: 3402.341797
	Iteration 33Q: 3 clusters Score -3693344 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3693521.500000 Penalty: 3402.341797
	Iteration 34Q: 3 clusters Score -3693522 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3693654.750000 Penalty: 3402.341797
	Iteration 35Q: 3 clusters Score -3693655 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3693725.750000 Penalty: 3402.341797
	Iteration 36Q: 3 clusters Score -3693726 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3693742.750000 Penalty: 3402.341797
	Iteration 37Q: 3 clusters Score -3693743 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3693795.500000 Penalty: 3402.341797
	Iteration 38Q: 3 clusters Score -3693796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3693825.250000 Penalty: 3402.341797
	Iteration 39Q: 3 clusters Score -3693825 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3693873.250000 Penalty: 3402.341797
	Iteration 40F: 3 clusters Score -3693873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3693898.250000 Penalty: 3402.341797
	Iteration 41Q: 3 clusters Score -3693898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3693906.500000 Penalty: 3402.341797
	Iteration 42Q: 3 clusters Score -3693906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3693927.250000 Penalty: 3402.341797
	Iteration 43Q: 3 clusters Score -3693927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3693938.750000 Penalty: 3402.341797
	Iteration 44Q: 3 clusters Score -3693939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3693943.500000 Penalty: 3402.341797
	Iteration 45Q: 3 clusters Score -3693944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3693959.500000 Penalty: 3402.341797
	Iteration 46Q: 3 clusters Score -3693960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3693951.750000 Penalty: 3402.341797
	Iteration 47Q: 3 clusters Score -3693952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3693964.500000 Penalty: 3402.341797
	Iteration 48Q: 3 clusters Score -3693964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3693969.500000 Penalty: 3402.341797
	Iteration 49Q: 3 clusters Score -3693970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3693973.250000 Penalty: 3402.341797
	Iteration 50Q: 3 clusters Score -3693973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3693978.500000 Penalty: 3402.341797
	Iteration 51Q: 3 clusters Score -3693978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3693985.500000 Penalty: 3402.341797
	Iteration 52Q: 3 clusters Score -3693986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3693974.500000 Penalty: 3402.341797
	Iteration 53Q: 3 clusters Score -3693974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3693981.750000 Penalty: 3402.341797
	Iteration 54Q: 3 clusters Score -3693982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3693998.750000 Penalty: 3402.341797
	Iteration 55Q: 3 clusters Score -3693999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3694011.250000 Penalty: 3402.341797
	Iteration 56Q: 3 clusters Score -3694011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3694014.750000 Penalty: 3402.341797
	Iteration 57Q: 3 clusters Score -3694015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3694034.500000 Penalty: 3402.341797
	Iteration 58Q: 3 clusters Score -3694034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3694022.000000 Penalty: 3402.341797
	Iteration 59Q: 3 clusters Score -3694022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3694020.000000 Penalty: 3402.341797
	Iteration 60F: 3 clusters Score -3694020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3694040.500000 Penalty: 3402.341797
	Iteration 61Q: 3 clusters Score -3694040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3694050.250000 Penalty: 3402.341797
	Iteration 62Q: 3 clusters Score -3694050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3694040.500000 Penalty: 3402.341797
	Iteration 63Q: 3 clusters Score -3694040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3694053.250000 Penalty: 3402.341797
	Iteration 64Q: 3 clusters Score -3694053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3694058.500000 Penalty: 3402.341797
	Iteration 65Q: 3 clusters Score -3694058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3694047.250000 Penalty: 3402.341797
	Iteration 66Q: 3 clusters Score -3694047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3694050.750000 Penalty: 3402.341797
	Iteration 67Q: 3 clusters Score -3694051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3694054.750000 Penalty: 3402.341797
	Iteration 68Q: 3 clusters Score -3694055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3694061.250000 Penalty: 3402.341797
	Iteration 69Q: 3 clusters Score -3694061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3694061.250000 Penalty: 3402.341797
	Iteration 70Q: 3 clusters Score -3694061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3694068.000000 Penalty: 3402.341797
	Iteration 71Q: 3 clusters Score -3694068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3694076.500000 Penalty: 3402.341797
	Iteration 72Q: 3 clusters Score -3694076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3694075.250000 Penalty: 3402.341797
	Iteration 73Q: 3 clusters Score -3694075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3694074.250000 Penalty: 3402.341797
	Iteration 74Q: 3 clusters Score -3694074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3694069.000000 Penalty: 3402.341797
	Iteration 75Q: 3 clusters Score -3694069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3694069.750000 Penalty: 3402.341797
	Iteration 76Q: 3 clusters Score -3694070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3694069.000000 Penalty: 3402.341797
	Iteration 77Q: 3 clusters Score -3694069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3694072.000000 Penalty: 3402.341797
	Iteration 78Q: 3 clusters Score -3694072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3694069.000000 Penalty: 3402.341797
	Iteration 79Q: 3 clusters Score -3694069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3694060.000000 Penalty: 3402.341797
	Iteration 80F: 3 clusters Score -3694060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3694061.250000 Penalty: 3402.341797
	Iteration 81Q: 3 clusters Score -3694061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3694062.500000 Penalty: 3402.341797
	Iteration 82Q: 3 clusters Score -3694062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3694068.500000 Penalty: 3402.341797
	Iteration 83Q: 3 clusters Score -3694068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3694068.250000 Penalty: 3402.341797
	Iteration 84Q: 3 clusters Score -3694068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3694068.250000 Penalty: 3402.341797
	Iteration 85Q: 3 clusters Score -3694068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3694063.000000 Penalty: 3402.341797
	Iteration 86Q: 3 clusters Score -3694063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3694063.000000 Penalty: 3402.341797
	Iteration 87F: 3 clusters Score -3694063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -10019.997070 Penalty: 792.219604
	Iteration 0F: 2 clusters Score -10020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9465.371094 Penalty: 1584.439209
	Iteration 0F: 3 clusters Score -9465.371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9536.360352 Penalty: 1584.439209
	Iteration 1F: 3 clusters Score -9536.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9567.557617 Penalty: 1584.439209
	Iteration 2Q: 3 clusters Score -9567.558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9570.443359 Penalty: 1584.439209
	Iteration 3Q: 3 clusters Score -9570.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9570.443359 Penalty: 1584.439209
	Iteration 4F: 3 clusters Score -9570.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (176641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176641 members 
Entering Unmasked Estep 
Score: -18847702.000000 Penalty: 1963.304688
	Iteration 0F: 2 clusters Score -1.88477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -18732150.000000 Penalty: 3926.609375
	Iteration 0F: 3 clusters Score -1.873215e+07 nChanged 85000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -18783106.000000 Penalty: 3926.609375
	Iteration 1F: 3 clusters Score -1.878311e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -18786324.000000 Penalty: 3926.609375
	Iteration 2Q: 3 clusters Score -1.878632e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -18791818.000000 Penalty: 3926.609375
	Iteration 3F: 3 clusters Score -1.879182e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -18800998.000000 Penalty: 3926.609375
	Iteration 4F: 3 clusters Score -1.8801e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 118890 members 
Entering Unmasked Estep 
Score: -18814008.000000 Penalty: 3926.609375
	Iteration 5F: 3 clusters Score -1.881401e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 126831 members 
Entering Unmasked Estep 
Score: -18826672.000000 Penalty: 3926.609375
	Iteration 6F: 3 clusters Score -1.882667e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -18833434.000000 Penalty: 3926.609375
	Iteration 7F: 3 clusters Score -1.883343e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -18835876.000000 Penalty: 3926.609375
	Iteration 8Q: 3 clusters Score -1.883588e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 136778 members 
Entering Unmasked Estep 
Score: -18837178.000000 Penalty: 3926.609375
	Iteration 9Q: 3 clusters Score -1.883718e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 139160 members 
Entering Unmasked Estep 
Score: -18838040.000000 Penalty: 3926.609375
	Iteration 10Q: 3 clusters Score -1.883804e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 141471 members 
Entering Unmasked Estep 
Score: -18839066.000000 Penalty: 3926.609375
	Iteration 11Q: 3 clusters Score -1.883907e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -18839920.000000 Penalty: 3926.609375
	Iteration 12Q: 3 clusters Score -1.883992e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 145943 members 
Entering Unmasked Estep 
Score: -18840694.000000 Penalty: 3926.609375
	Iteration 13Q: 3 clusters Score -1.884069e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
Score: -18841326.000000 Penalty: 3926.609375
	Iteration 14Q: 3 clusters Score -1.884133e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -18842002.000000 Penalty: 3926.609375
	Iteration 15Q: 3 clusters Score -1.8842e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -18842590.000000 Penalty: 3926.609375
	Iteration 16Q: 3 clusters Score -1.884259e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -18843032.000000 Penalty: 3926.609375
	Iteration 17Q: 3 clusters Score -1.884303e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -18843484.000000 Penalty: 3926.609375
	Iteration 18Q: 3 clusters Score -1.884348e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -18843796.000000 Penalty: 3926.609375
	Iteration 19Q: 3 clusters Score -1.88438e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -18844032.000000 Penalty: 3926.609375
	Iteration 20F: 3 clusters Score -1.884403e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -18844508.000000 Penalty: 3926.609375
	Iteration 21Q: 3 clusters Score -1.884451e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 163957 members 
Entering Unmasked Estep 
Score: -18844856.000000 Penalty: 3926.609375
	Iteration 22Q: 3 clusters Score -1.884486e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -18845280.000000 Penalty: 3926.609375
	Iteration 23Q: 3 clusters Score -1.884528e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -18845564.000000 Penalty: 3926.609375
	Iteration 24Q: 3 clusters Score -1.884556e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 168148 members 
Entering Unmasked Estep 
Score: -18845806.000000 Penalty: 3926.609375
	Iteration 25Q: 3 clusters Score -1.884581e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -18846020.000000 Penalty: 3926.609375
	Iteration 26Q: 3 clusters Score -1.884602e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 170144 members 
Entering Unmasked Estep 
Score: -18846258.000000 Penalty: 3926.609375
	Iteration 27Q: 3 clusters Score -1.884626e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 170911 members 
Entering Unmasked Estep 
Score: -18846418.000000 Penalty: 3926.609375
	Iteration 28Q: 3 clusters Score -1.884642e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -18846548.000000 Penalty: 3926.609375
	Iteration 29Q: 3 clusters Score -1.884655e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -18846660.000000 Penalty: 3926.609375
	Iteration 30Q: 3 clusters Score -1.884666e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -18846720.000000 Penalty: 3926.609375
	Iteration 31Q: 3 clusters Score -1.884672e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -18846706.000000 Penalty: 3926.609375
	Iteration 32Q: 3 clusters Score -1.884671e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -18846654.000000 Penalty: 3926.609375
	Iteration 33Q: 3 clusters Score -1.884665e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -18846660.000000 Penalty: 3926.609375
	Iteration 34Q: 3 clusters Score -1.884666e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -18846658.000000 Penalty: 3926.609375
	Iteration 35Q: 3 clusters Score -1.884666e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -18846650.000000 Penalty: 3926.609375
	Iteration 36Q: 3 clusters Score -1.884665e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -18846690.000000 Penalty: 3926.609375
	Iteration 37Q: 3 clusters Score -1.884669e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 174248 members 
Entering Unmasked Estep 
Score: -18846668.000000 Penalty: 3926.609375
	Iteration 38Q: 3 clusters Score -1.884667e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -18846694.000000 Penalty: 3926.609375
	Iteration 39Q: 3 clusters Score -1.884669e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 174480 members 
Entering Unmasked Estep 
Score: -18846722.000000 Penalty: 3926.609375
	Iteration 40F: 3 clusters Score -1.884672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -18846694.000000 Penalty: 3926.609375
	Iteration 41Q: 3 clusters Score -1.884669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -18846658.000000 Penalty: 3926.609375
	Iteration 42Q: 3 clusters Score -1.884666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 174681 members 
Entering Unmasked Estep 
Score: -18846664.000000 Penalty: 3926.609375
	Iteration 43Q: 3 clusters Score -1.884666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -18846652.000000 Penalty: 3926.609375
	Iteration 44Q: 3 clusters Score -1.884665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -18846640.000000 Penalty: 3926.609375
	Iteration 45Q: 3 clusters Score -1.884664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -18846674.000000 Penalty: 3926.609375
	Iteration 46Q: 3 clusters Score -1.884667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -18846658.000000 Penalty: 3926.609375
	Iteration 47Q: 3 clusters Score -1.884666e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174883 members 
Entering Unmasked Estep 
Score: -18846650.000000 Penalty: 3926.609375
	Iteration 48Q: 3 clusters Score -1.884665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 174906 members 
Entering Unmasked Estep 
Score: -18846660.000000 Penalty: 3926.609375
	Iteration 49Q: 3 clusters Score -1.884666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -18846662.000000 Penalty: 3926.609375
	Iteration 50Q: 3 clusters Score -1.884666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -18846662.000000 Penalty: 3926.609375
	Iteration 51Q: 3 clusters Score -1.884666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -18846666.000000 Penalty: 3926.609375
	Iteration 52Q: 3 clusters Score -1.884667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -18846658.000000 Penalty: 3926.609375
	Iteration 53Q: 3 clusters Score -1.884666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 175017 members 
Entering Unmasked Estep 
Score: -18846668.000000 Penalty: 3926.609375
	Iteration 54Q: 3 clusters Score -1.884667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -18846666.000000 Penalty: 3926.609375
	Iteration 55Q: 3 clusters Score -1.884667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 175050 members 
Entering Unmasked Estep 
Score: -18846656.000000 Penalty: 3926.609375
	Iteration 56Q: 3 clusters Score -1.884666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -18846668.000000 Penalty: 3926.609375
	Iteration 57Q: 3 clusters Score -1.884667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -18846688.000000 Penalty: 3926.609375
	Iteration 58Q: 3 clusters Score -1.884669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -18846686.000000 Penalty: 3926.609375
	Iteration 59Q: 3 clusters Score -1.884669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 175102 members 
Entering Unmasked Estep 
Score: -18846686.000000 Penalty: 3926.609375
	Iteration 60F: 3 clusters Score -1.884669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -18846686.000000 Penalty: 3926.609375
	Iteration 61Q: 3 clusters Score -1.884669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -18846700.000000 Penalty: 3926.609375
	Iteration 62Q: 3 clusters Score -1.88467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -18846694.000000 Penalty: 3926.609375
	Iteration 63Q: 3 clusters Score -1.884669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -18846694.000000 Penalty: 3926.609375
	Iteration 64Q: 3 clusters Score -1.884669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 175140 members 
Entering Unmasked Estep 
Score: -18846678.000000 Penalty: 3926.609375
	Iteration 65Q: 3 clusters Score -1.884668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -18846688.000000 Penalty: 3926.609375
	Iteration 66Q: 3 clusters Score -1.884669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -18846682.000000 Penalty: 3926.609375
	Iteration 67Q: 3 clusters Score -1.884668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 175164 members 
Entering Unmasked Estep 
Score: -18846690.000000 Penalty: 3926.609375
	Iteration 68Q: 3 clusters Score -1.884669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 175167 members 
Entering Unmasked Estep 
Score: -18846698.000000 Penalty: 3926.609375
	Iteration 69Q: 3 clusters Score -1.88467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 175170 members 
Entering Unmasked Estep 
Score: -18846696.000000 Penalty: 3926.609375
	Iteration 70Q: 3 clusters Score -1.88467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -18846694.000000 Penalty: 3926.609375
	Iteration 71Q: 3 clusters Score -1.884669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -18846686.000000 Penalty: 3926.609375
	Iteration 72Q: 3 clusters Score -1.884669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -18846692.000000 Penalty: 3926.609375
	Iteration 73Q: 3 clusters Score -1.884669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -18846696.000000 Penalty: 3926.609375
	Iteration 74Q: 3 clusters Score -1.88467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -18846696.000000 Penalty: 3926.609375
	Iteration 75Q: 3 clusters Score -1.88467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -18846686.000000 Penalty: 3926.609375
	Iteration 76Q: 3 clusters Score -1.884669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 175184 members 
Entering Unmasked Estep 
Score: -18846688.000000 Penalty: 3926.609375
	Iteration 77Q: 3 clusters Score -1.884669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 175188 members 
Entering Unmasked Estep 
Score: -18846674.000000 Penalty: 3926.609375
	Iteration 78Q: 3 clusters Score -1.884667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 175189 members 
Entering Unmasked Estep 
Score: -18846672.000000 Penalty: 3926.609375
	Iteration 79Q: 3 clusters Score -1.884667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 175189 members 
Entering Unmasked Estep 
Score: -18846672.000000 Penalty: 3926.609375
	Iteration 80F: 3 clusters Score -1.884667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -163919.156250 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -163919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -162123.546875 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -162123.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162536.906250 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -162536.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -162631.406250 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -162631.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162683.328125 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -162683.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162716.531250 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -162716.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162737.468750 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -162737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162753.078125 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -162753.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162768.375000 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -162768.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162778.093750 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -162778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162784.843750 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -162784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162792.062500 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -162792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162796.781250 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -162796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162799.968750 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -162800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162804.000000 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -162804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162810.546875 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -162810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162816.796875 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -162816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162820.031250 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -162820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162825.593750 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -162825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162834.593750 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -162834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162850.296875 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -162850.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162865.812500 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -162865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162872.015625 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -162872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162877.781250 Penalty: 2389.959717
	Iteration 22Q: 3 clusters Score -162877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162884.000000 Penalty: 2389.959717
	Iteration 23Q: 3 clusters Score -162884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162890.468750 Penalty: 2389.959717
	Iteration 24Q: 3 clusters Score -162890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162894.687500 Penalty: 2389.959717
	Iteration 25Q: 3 clusters Score -162894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -162898.312500 Penalty: 2389.959717
	Iteration 26Q: 3 clusters Score -162898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162900.578125 Penalty: 2389.959717
	Iteration 27Q: 3 clusters Score -162900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162901.625000 Penalty: 2389.959717
	Iteration 28Q: 3 clusters Score -162901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162903.750000 Penalty: 2389.959717
	Iteration 29Q: 3 clusters Score -162903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162906.468750 Penalty: 2389.959717
	Iteration 30Q: 3 clusters Score -162906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162907.781250 Penalty: 2389.959717
	Iteration 31Q: 3 clusters Score -162907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162909.093750 Penalty: 2389.959717
	Iteration 32Q: 3 clusters Score -162909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162911.046875 Penalty: 2389.959717
	Iteration 33Q: 3 clusters Score -162911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162912.640625 Penalty: 2389.959717
	Iteration 34Q: 3 clusters Score -162912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162915.578125 Penalty: 2389.959717
	Iteration 35Q: 3 clusters Score -162915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -162917.781250 Penalty: 2389.959717
	Iteration 36Q: 3 clusters Score -162917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -162920.093750 Penalty: 2389.959717
	Iteration 37Q: 3 clusters Score -162920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162922.234375 Penalty: 2389.959717
	Iteration 38Q: 3 clusters Score -162922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162922.312500 Penalty: 2389.959717
	Iteration 39Q: 3 clusters Score -162922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162922.312500 Penalty: 2389.959717
	Iteration 40F: 3 clusters Score -162922.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -508872.250000 Penalty: 1374.403442
	Iteration 0F: 2 clusters Score -508872.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -505022.812500 Penalty: 2748.806885
	Iteration 0F: 3 clusters Score -505022.8 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -506052.937500 Penalty: 2748.806885
	Iteration 1F: 3 clusters Score -506052.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -506238.062500 Penalty: 2748.806885
	Iteration 2F: 3 clusters Score -506238.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -506379.906250 Penalty: 2748.806885
	Iteration 3F: 3 clusters Score -506379.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -506486.625000 Penalty: 2748.806885
	Iteration 4Q: 3 clusters Score -506486.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -506570.843750 Penalty: 2748.806885
	Iteration 5Q: 3 clusters Score -506570.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -506639.093750 Penalty: 2748.806885
	Iteration 6Q: 3 clusters Score -506639.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -506703.875000 Penalty: 2748.806885
	Iteration 7Q: 3 clusters Score -506703.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -506763.531250 Penalty: 2748.806885
	Iteration 8Q: 3 clusters Score -506763.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -506824.031250 Penalty: 2748.806885
	Iteration 9Q: 3 clusters Score -506824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -506882.531250 Penalty: 2748.806885
	Iteration 10Q: 3 clusters Score -506882.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -506945.250000 Penalty: 2748.806885
	Iteration 11Q: 3 clusters Score -506945.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -507007.343750 Penalty: 2748.806885
	Iteration 12Q: 3 clusters Score -507007.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -507060.812500 Penalty: 2748.806885
	Iteration 13Q: 3 clusters Score -507060.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507108.281250 Penalty: 2748.806885
	Iteration 14Q: 3 clusters Score -507108.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -507143.656250 Penalty: 2748.806885
	Iteration 15Q: 3 clusters Score -507143.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -507171.656250 Penalty: 2748.806885
	Iteration 16Q: 3 clusters Score -507171.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -507199.000000 Penalty: 2748.806885
	Iteration 17Q: 3 clusters Score -507199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -507222.062500 Penalty: 2748.806885
	Iteration 18Q: 3 clusters Score -507222.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -507241.062500 Penalty: 2748.806885
	Iteration 19Q: 3 clusters Score -507241.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -507259.125000 Penalty: 2748.806885
	Iteration 20F: 3 clusters Score -507259.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -507273.500000 Penalty: 2748.806885
	Iteration 21Q: 3 clusters Score -507273.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -507284.093750 Penalty: 2748.806885
	Iteration 22Q: 3 clusters Score -507284.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -507292.750000 Penalty: 2748.806885
	Iteration 23Q: 3 clusters Score -507292.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -507302.125000 Penalty: 2748.806885
	Iteration 24Q: 3 clusters Score -507302.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -507311.156250 Penalty: 2748.806885
	Iteration 25Q: 3 clusters Score -507311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -507315.656250 Penalty: 2748.806885
	Iteration 26Q: 3 clusters Score -507315.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -507320.687500 Penalty: 2748.806885
	Iteration 27Q: 3 clusters Score -507320.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -507322.062500 Penalty: 2748.806885
	Iteration 28Q: 3 clusters Score -507322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -507323.125000 Penalty: 2748.806885
	Iteration 29Q: 3 clusters Score -507323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -507323.937500 Penalty: 2748.806885
	Iteration 30Q: 3 clusters Score -507323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -507326.187500 Penalty: 2748.806885
	Iteration 31Q: 3 clusters Score -507326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -507327.156250 Penalty: 2748.806885
	Iteration 32Q: 3 clusters Score -507327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -507327.281250 Penalty: 2748.806885
	Iteration 33Q: 3 clusters Score -507327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507328.656250 Penalty: 2748.806885
	Iteration 34Q: 3 clusters Score -507328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -507328.656250 Penalty: 2748.806885
	Iteration 35F: 3 clusters Score -507328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Entering Unmasked Estep 
Score: -1320386.000000 Penalty: 1527.911133
	Iteration 0F: 2 clusters Score -1320386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1311921.500000 Penalty: 3055.822266
	Iteration 0F: 3 clusters Score -1311922 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1314723.250000 Penalty: 3055.822266
	Iteration 1F: 3 clusters Score -1314723 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1315072.500000 Penalty: 3055.822266
	Iteration 2F: 3 clusters Score -1315072 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1315479.250000 Penalty: 3055.822266
	Iteration 3F: 3 clusters Score -1315479 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1315940.250000 Penalty: 3055.822266
	Iteration 4F: 3 clusters Score -1315940 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1316437.375000 Penalty: 3055.822266
	Iteration 5F: 3 clusters Score -1316437 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1316948.875000 Penalty: 3055.822266
	Iteration 6F: 3 clusters Score -1316949 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1317508.625000 Penalty: 3055.822266
	Iteration 7F: 3 clusters Score -1317509 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1318063.375000 Penalty: 3055.822266
	Iteration 8F: 3 clusters Score -1318063 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1318450.250000 Penalty: 3055.822266
	Iteration 9Q: 3 clusters Score -1318450 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1318665.125000 Penalty: 3055.822266
	Iteration 10Q: 3 clusters Score -1318665 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1318814.625000 Penalty: 3055.822266
	Iteration 11Q: 3 clusters Score -1318815 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1318914.875000 Penalty: 3055.822266
	Iteration 12Q: 3 clusters Score -1318915 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1318986.750000 Penalty: 3055.822266
	Iteration 13Q: 3 clusters Score -1318987 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1319066.625000 Penalty: 3055.822266
	Iteration 14Q: 3 clusters Score -1319067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1319147.750000 Penalty: 3055.822266
	Iteration 15Q: 3 clusters Score -1319148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1319211.250000 Penalty: 3055.822266
	Iteration 16Q: 3 clusters Score -1319211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1319268.875000 Penalty: 3055.822266
	Iteration 17Q: 3 clusters Score -1319269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1319321.000000 Penalty: 3055.822266
	Iteration 18Q: 3 clusters Score -1319321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1319359.750000 Penalty: 3055.822266
	Iteration 19Q: 3 clusters Score -1319360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1319396.000000 Penalty: 3055.822266
	Iteration 20F: 3 clusters Score -1319396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1319425.000000 Penalty: 3055.822266
	Iteration 21Q: 3 clusters Score -1319425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1319453.375000 Penalty: 3055.822266
	Iteration 22Q: 3 clusters Score -1319453 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1319492.250000 Penalty: 3055.822266
	Iteration 23Q: 3 clusters Score -1319492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1319520.500000 Penalty: 3055.822266
	Iteration 24Q: 3 clusters Score -1319520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1319547.625000 Penalty: 3055.822266
	Iteration 25Q: 3 clusters Score -1319548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1319569.250000 Penalty: 3055.822266
	Iteration 26Q: 3 clusters Score -1319569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1319591.000000 Penalty: 3055.822266
	Iteration 27Q: 3 clusters Score -1319591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1319601.125000 Penalty: 3055.822266
	Iteration 28Q: 3 clusters Score -1319601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1319611.250000 Penalty: 3055.822266
	Iteration 29Q: 3 clusters Score -1319611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1319615.625000 Penalty: 3055.822266
	Iteration 30Q: 3 clusters Score -1319616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1319620.625000 Penalty: 3055.822266
	Iteration 31Q: 3 clusters Score -1319621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1319629.125000 Penalty: 3055.822266
	Iteration 32Q: 3 clusters Score -1319629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1319630.875000 Penalty: 3055.822266
	Iteration 33Q: 3 clusters Score -1319631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1319635.750000 Penalty: 3055.822266
	Iteration 34Q: 3 clusters Score -1319636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1319637.750000 Penalty: 3055.822266
	Iteration 35Q: 3 clusters Score -1319638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1319644.250000 Penalty: 3055.822266
	Iteration 36Q: 3 clusters Score -1319644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1319648.250000 Penalty: 3055.822266
	Iteration 37Q: 3 clusters Score -1319648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1319653.375000 Penalty: 3055.822266
	Iteration 38Q: 3 clusters Score -1319653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1319655.375000 Penalty: 3055.822266
	Iteration 39Q: 3 clusters Score -1319655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1319658.500000 Penalty: 3055.822266
	Iteration 40F: 3 clusters Score -1319658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1319657.875000 Penalty: 3055.822266
	Iteration 41Q: 3 clusters Score -1319658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1319660.125000 Penalty: 3055.822266
	Iteration 42Q: 3 clusters Score -1319660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1319664.250000 Penalty: 3055.822266
	Iteration 43Q: 3 clusters Score -1319664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1319668.375000 Penalty: 3055.822266
	Iteration 44Q: 3 clusters Score -1319668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1319671.000000 Penalty: 3055.822266
	Iteration 45Q: 3 clusters Score -1319671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1319674.000000 Penalty: 3055.822266
	Iteration 46Q: 3 clusters Score -1319674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1319676.000000 Penalty: 3055.822266
	Iteration 47Q: 3 clusters Score -1319676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1319676.500000 Penalty: 3055.822266
	Iteration 48Q: 3 clusters Score -1319676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1319676.500000 Penalty: 3055.822266
	Iteration 49F: 3 clusters Score -1319676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Entering Unmasked Estep 
Score: -1045350.812500 Penalty: 1489.656982
	Iteration 0F: 2 clusters Score -1045351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1038453.812500 Penalty: 2979.313965
	Iteration 0F: 3 clusters Score -1038454 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1040556.375000 Penalty: 2979.313965
	Iteration 1F: 3 clusters Score -1040556 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1040768.437500 Penalty: 2979.313965
	Iteration 2F: 3 clusters Score -1040768 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1040924.312500 Penalty: 2979.313965
	Iteration 3Q: 3 clusters Score -1040924 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1041044.500000 Penalty: 2979.313965
	Iteration 4Q: 3 clusters Score -1041044 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1041161.437500 Penalty: 2979.313965
	Iteration 5Q: 3 clusters Score -1041161 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1041281.625000 Penalty: 2979.313965
	Iteration 6Q: 3 clusters Score -1041282 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1041396.812500 Penalty: 2979.313965
	Iteration 7Q: 3 clusters Score -1041397 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1041540.375000 Penalty: 2979.313965
	Iteration 8Q: 3 clusters Score -1041540 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1041736.875000 Penalty: 2979.313965
	Iteration 9Q: 3 clusters Score -1041737 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1041994.687500 Penalty: 2979.313965
	Iteration 10Q: 3 clusters Score -1041995 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1042284.750000 Penalty: 2979.313965
	Iteration 11Q: 3 clusters Score -1042285 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1042658.937500 Penalty: 2979.313965
	Iteration 12F: 3 clusters Score -1042659 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1043049.937500 Penalty: 2979.313965
	Iteration 13F: 3 clusters Score -1043050 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1043361.812500 Penalty: 2979.313965
	Iteration 14Q: 3 clusters Score -1043362 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1043620.750000 Penalty: 2979.313965
	Iteration 15Q: 3 clusters Score -1043621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1043754.562500 Penalty: 2979.313965
	Iteration 16Q: 3 clusters Score -1043755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1043857.437500 Penalty: 2979.313965
	Iteration 17Q: 3 clusters Score -1043857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1043929.062500 Penalty: 2979.313965
	Iteration 18Q: 3 clusters Score -1043929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1043978.187500 Penalty: 2979.313965
	Iteration 19Q: 3 clusters Score -1043978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1044015.250000 Penalty: 2979.313965
	Iteration 20F: 3 clusters Score -1044015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1044043.500000 Penalty: 2979.313965
	Iteration 21Q: 3 clusters Score -1044044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1044073.187500 Penalty: 2979.313965
	Iteration 22Q: 3 clusters Score -1044073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1044092.437500 Penalty: 2979.313965
	Iteration 23Q: 3 clusters Score -1044092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1044099.625000 Penalty: 2979.313965
	Iteration 24Q: 3 clusters Score -1044100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1044104.437500 Penalty: 2979.313965
	Iteration 25Q: 3 clusters Score -1044104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1044106.062500 Penalty: 2979.313965
	Iteration 26Q: 3 clusters Score -1044106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1044106.937500 Penalty: 2979.313965
	Iteration 27Q: 3 clusters Score -1044107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1044112.062500 Penalty: 2979.313965
	Iteration 28Q: 3 clusters Score -1044112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1044113.500000 Penalty: 2979.313965
	Iteration 29Q: 3 clusters Score -1044114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1044115.437500 Penalty: 2979.313965
	Iteration 30Q: 3 clusters Score -1044115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1044115.437500 Penalty: 2979.313965
	Iteration 31F: 3 clusters Score -1044115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Entering Unmasked Estep 
Score: -1781872.000000 Penalty: 1576.423096
	Iteration 0F: 2 clusters Score -1781872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1770509.875000 Penalty: 3152.846191
	Iteration 0F: 3 clusters Score -1770510 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1774517.875000 Penalty: 3152.846191
	Iteration 1F: 3 clusters Score -1774518 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1774856.875000 Penalty: 3152.846191
	Iteration 2F: 3 clusters Score -1774857 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1775178.875000 Penalty: 3152.846191
	Iteration 3F: 3 clusters Score -1775179 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1775551.250000 Penalty: 3152.846191
	Iteration 4Q: 3 clusters Score -1775551 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1776011.125000 Penalty: 3152.846191
	Iteration 5F: 3 clusters Score -1776011 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1776644.375000 Penalty: 3152.846191
	Iteration 6F: 3 clusters Score -1776644 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1777418.500000 Penalty: 3152.846191
	Iteration 7F: 3 clusters Score -1777418 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1778335.125000 Penalty: 3152.846191
	Iteration 8F: 3 clusters Score -1778335 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1779165.375000 Penalty: 3152.846191
	Iteration 9F: 3 clusters Score -1779165 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1779732.000000 Penalty: 3152.846191
	Iteration 10Q: 3 clusters Score -1779732 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1780079.875000 Penalty: 3152.846191
	Iteration 11Q: 3 clusters Score -1780080 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1780247.250000 Penalty: 3152.846191
	Iteration 12Q: 3 clusters Score -1780247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1780353.875000 Penalty: 3152.846191
	Iteration 13Q: 3 clusters Score -1780354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1780424.375000 Penalty: 3152.846191
	Iteration 14Q: 3 clusters Score -1780424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1780475.250000 Penalty: 3152.846191
	Iteration 15Q: 3 clusters Score -1780475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1780497.750000 Penalty: 3152.846191
	Iteration 16Q: 3 clusters Score -1780498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1780501.250000 Penalty: 3152.846191
	Iteration 17Q: 3 clusters Score -1780501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1780508.500000 Penalty: 3152.846191
	Iteration 18Q: 3 clusters Score -1780508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1780511.750000 Penalty: 3152.846191
	Iteration 19Q: 3 clusters Score -1780512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1780513.500000 Penalty: 3152.846191
	Iteration 20F: 3 clusters Score -1780514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1780513.625000 Penalty: 3152.846191
	Iteration 21Q: 3 clusters Score -1780514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1780513.625000 Penalty: 3152.846191
	Iteration 22F: 3 clusters Score -1780514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Entering Unmasked Estep 
Score: -6598189.500000 Penalty: 1795.852173
	Iteration 0F: 2 clusters Score -6598190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6556050.500000 Penalty: 3591.704346
	Iteration 0F: 3 clusters Score -6556050 nChanged 29850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6572835.000000 Penalty: 3591.704346
	Iteration 1F: 3 clusters Score -6572835 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -6573367.000000 Penalty: 3591.704346
	Iteration 2Q: 3 clusters Score -6573367 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -6574136.000000 Penalty: 3591.704346
	Iteration 3Q: 3 clusters Score -6574136 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6575442.000000 Penalty: 3591.704346
	Iteration 4Q: 3 clusters Score -6575442 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6577833.000000 Penalty: 3591.704346
	Iteration 5F: 3 clusters Score -6577833 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6581605.500000 Penalty: 3591.704346
	Iteration 6F: 3 clusters Score -6581606 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6586651.500000 Penalty: 3591.704346
	Iteration 7F: 3 clusters Score -6586652 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -6591634.500000 Penalty: 3591.704346
	Iteration 8F: 3 clusters Score -6591634 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6594604.500000 Penalty: 3591.704346
	Iteration 9Q: 3 clusters Score -6594604 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -6595816.000000 Penalty: 3591.704346
	Iteration 10Q: 3 clusters Score -6595816 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -6596256.000000 Penalty: 3591.704346
	Iteration 11Q: 3 clusters Score -6596256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -6596423.000000 Penalty: 3591.704346
	Iteration 12Q: 3 clusters Score -6596423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -6596487.500000 Penalty: 3591.704346
	Iteration 13Q: 3 clusters Score -6596488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -6596512.000000 Penalty: 3591.704346
	Iteration 14Q: 3 clusters Score -6596512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -6596537.500000 Penalty: 3591.704346
	Iteration 15Q: 3 clusters Score -6596538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -6596556.000000 Penalty: 3591.704346
	Iteration 16Q: 3 clusters Score -6596556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -6596575.000000 Penalty: 3591.704346
	Iteration 17Q: 3 clusters Score -6596575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -6596581.000000 Penalty: 3591.704346
	Iteration 18Q: 3 clusters Score -6596581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -6596593.500000 Penalty: 3591.704346
	Iteration 19Q: 3 clusters Score -6596594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -6596595.500000 Penalty: 3591.704346
	Iteration 20F: 3 clusters Score -6596596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -6596601.000000 Penalty: 3591.704346
	Iteration 21Q: 3 clusters Score -6596601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -6596601.500000 Penalty: 3591.704346
	Iteration 22Q: 3 clusters Score -6596602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -6596609.500000 Penalty: 3591.704346
	Iteration 23Q: 3 clusters Score -6596610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -6596615.500000 Penalty: 3591.704346
	Iteration 24Q: 3 clusters Score -6596616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -6596616.500000 Penalty: 3591.704346
	Iteration 25Q: 3 clusters Score -6596616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -6596610.500000 Penalty: 3591.704346
	Iteration 26Q: 3 clusters Score -6596610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -6596618.000000 Penalty: 3591.704346
	Iteration 27Q: 3 clusters Score -6596618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -6596618.000000 Penalty: 3591.704346
	Iteration 28F: 3 clusters Score -6596618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -846851.062500 Penalty: 1464.630127
	Iteration 0F: 2 clusters Score -846851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -840869.562500 Penalty: 2929.260254
	Iteration 0F: 3 clusters Score -840869.6 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -842644.687500 Penalty: 2929.260254
	Iteration 1F: 3 clusters Score -842644.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -842833.125000 Penalty: 2929.260254
	Iteration 2F: 3 clusters Score -842833.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -842983.250000 Penalty: 2929.260254
	Iteration 3Q: 3 clusters Score -842983.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -843118.875000 Penalty: 2929.260254
	Iteration 4Q: 3 clusters Score -843118.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -843249.312500 Penalty: 2929.260254
	Iteration 5Q: 3 clusters Score -843249.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -843370.000000 Penalty: 2929.260254
	Iteration 6Q: 3 clusters Score -843370 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -843511.562500 Penalty: 2929.260254
	Iteration 7Q: 3 clusters Score -843511.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -843683.500000 Penalty: 2929.260254
	Iteration 8Q: 3 clusters Score -843683.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -843891.625000 Penalty: 2929.260254
	Iteration 9Q: 3 clusters Score -843891.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -844156.437500 Penalty: 2929.260254
	Iteration 10Q: 3 clusters Score -844156.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -844429.375000 Penalty: 2929.260254
	Iteration 11Q: 3 clusters Score -844429.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -844695.812500 Penalty: 2929.260254
	Iteration 12Q: 3 clusters Score -844695.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -844968.312500 Penalty: 2929.260254
	Iteration 13Q: 3 clusters Score -844968.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -845189.500000 Penalty: 2929.260254
	Iteration 14Q: 3 clusters Score -845189.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -845358.812500 Penalty: 2929.260254
	Iteration 15Q: 3 clusters Score -845358.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -845472.875000 Penalty: 2929.260254
	Iteration 16Q: 3 clusters Score -845472.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -845549.437500 Penalty: 2929.260254
	Iteration 17Q: 3 clusters Score -845549.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -845597.437500 Penalty: 2929.260254
	Iteration 18Q: 3 clusters Score -845597.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -845623.000000 Penalty: 2929.260254
	Iteration 19Q: 3 clusters Score -845623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -845633.687500 Penalty: 2929.260254
	Iteration 20F: 3 clusters Score -845633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -845638.875000 Penalty: 2929.260254
	Iteration 21Q: 3 clusters Score -845638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -845643.062500 Penalty: 2929.260254
	Iteration 22Q: 3 clusters Score -845643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -845644.562500 Penalty: 2929.260254
	Iteration 23Q: 3 clusters Score -845644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -845646.375000 Penalty: 2929.260254
	Iteration 24Q: 3 clusters Score -845646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -845648.625000 Penalty: 2929.260254
	Iteration 25Q: 3 clusters Score -845648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -845654.687500 Penalty: 2929.260254
	Iteration 26Q: 3 clusters Score -845654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -845660.562500 Penalty: 2929.260254
	Iteration 27Q: 3 clusters Score -845660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -845665.937500 Penalty: 2929.260254
	Iteration 28Q: 3 clusters Score -845665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -845669.187500 Penalty: 2929.260254
	Iteration 29Q: 3 clusters Score -845669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -845669.187500 Penalty: 2929.260254
	Iteration 30F: 3 clusters Score -845669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -17000.857422 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -17000.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16338.327148 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -16338.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16488.486328 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -16488.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16530.603516 Penalty: 1723.573975
	Iteration 2F: 3 clusters Score -16530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16550.994141 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -16550.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16557.480469 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -16557.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16557.480469 Penalty: 1723.573975
	Iteration 5F: 3 clusters Score -16557.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -406354.375000 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -406354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -402973.437500 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -402973.4 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -403923.031250 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -403923 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -404123.750000 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -404123.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -404268.937500 Penalty: 2709.015137
	Iteration 3F: 3 clusters Score -404268.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -404397.875000 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -404397.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -404526.156250 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -404526.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -404620.000000 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -404620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -404700.406250 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -404700.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -404774.906250 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -404774.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -404838.562500 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -404838.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -404896.062500 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -404896.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -404943.875000 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -404943.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -404992.937500 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -404992.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -405042.093750 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -405042.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -405081.406250 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -405081.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -405115.718750 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -405115.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -405155.968750 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -405156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -405184.625000 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -405184.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -405217.406250 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -405217.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -405258.031250 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -405258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -405288.062500 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -405288.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -405319.312500 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -405319.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -405348.937500 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -405348.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -405369.968750 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -405370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -405392.906250 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -405392.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -405410.000000 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -405410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -405426.750000 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -405426.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -405442.906250 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -405442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -405452.281250 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -405452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -405457.843750 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -405457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -405464.500000 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -405464.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -405473.843750 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -405473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -405480.500000 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -405480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -405486.281250 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -405486.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -405492.031250 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -405492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -405499.312500 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -405499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -405504.750000 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -405504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -405507.718750 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -405507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -405511.500000 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -405511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -405515.437500 Penalty: 2709.015137
	Iteration 39Q: 3 clusters Score -405515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -405518.531250 Penalty: 2709.015137
	Iteration 40F: 3 clusters Score -405518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -405519.250000 Penalty: 2709.015137
	Iteration 41Q: 3 clusters Score -405519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -405520.375000 Penalty: 2709.015137
	Iteration 42Q: 3 clusters Score -405520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -405521.937500 Penalty: 2709.015137
	Iteration 43Q: 3 clusters Score -405521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -405524.125000 Penalty: 2709.015137
	Iteration 44Q: 3 clusters Score -405524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -405528.125000 Penalty: 2709.015137
	Iteration 45Q: 3 clusters Score -405528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -405532.093750 Penalty: 2709.015137
	Iteration 46Q: 3 clusters Score -405532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -405533.562500 Penalty: 2709.015137
	Iteration 47Q: 3 clusters Score -405533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -405537.343750 Penalty: 2709.015137
	Iteration 48Q: 3 clusters Score -405537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -405544.375000 Penalty: 2709.015137
	Iteration 49Q: 3 clusters Score -405544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -405554.875000 Penalty: 2709.015137
	Iteration 50Q: 3 clusters Score -405554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -405565.031250 Penalty: 2709.015137
	Iteration 51Q: 3 clusters Score -405565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -405580.281250 Penalty: 2709.015137
	Iteration 52Q: 3 clusters Score -405580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -405590.625000 Penalty: 2709.015137
	Iteration 53Q: 3 clusters Score -405590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -405605.562500 Penalty: 2709.015137
	Iteration 54Q: 3 clusters Score -405605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -405614.125000 Penalty: 2709.015137
	Iteration 55Q: 3 clusters Score -405614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -405621.156250 Penalty: 2709.015137
	Iteration 56Q: 3 clusters Score -405621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -405627.187500 Penalty: 2709.015137
	Iteration 57Q: 3 clusters Score -405627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -405639.875000 Penalty: 2709.015137
	Iteration 58Q: 3 clusters Score -405639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -405645.843750 Penalty: 2709.015137
	Iteration 59Q: 3 clusters Score -405645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -405650.593750 Penalty: 2709.015137
	Iteration 60F: 3 clusters Score -405650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -405656.937500 Penalty: 2709.015137
	Iteration 61Q: 3 clusters Score -405656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -405662.875000 Penalty: 2709.015137
	Iteration 62Q: 3 clusters Score -405662.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -405670.656250 Penalty: 2709.015137
	Iteration 63Q: 3 clusters Score -405670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -405682.468750 Penalty: 2709.015137
	Iteration 64Q: 3 clusters Score -405682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -405688.218750 Penalty: 2709.015137
	Iteration 65Q: 3 clusters Score -405688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -405692.656250 Penalty: 2709.015137
	Iteration 66Q: 3 clusters Score -405692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -405693.062500 Penalty: 2709.015137
	Iteration 67Q: 3 clusters Score -405693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -405693.968750 Penalty: 2709.015137
	Iteration 68Q: 3 clusters Score -405694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -405695.312500 Penalty: 2709.015137
	Iteration 69Q: 3 clusters Score -405695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -405695.343750 Penalty: 2709.015137
	Iteration 70Q: 3 clusters Score -405695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -405697.781250 Penalty: 2709.015137
	Iteration 71Q: 3 clusters Score -405697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -405697.406250 Penalty: 2709.015137
	Iteration 72Q: 3 clusters Score -405697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -405698.093750 Penalty: 2709.015137
	Iteration 73Q: 3 clusters Score -405698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -405698.406250 Penalty: 2709.015137
	Iteration 74Q: 3 clusters Score -405698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -405698.406250 Penalty: 2709.015137
	Iteration 75F: 3 clusters Score -405698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (154782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Entering Unmasked Estep 
Score: -16530313.000000 Penalty: 1941.838135
	Iteration 0F: 2 clusters Score -1.653031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -16427795.000000 Penalty: 3883.676270
	Iteration 0F: 3 clusters Score -1.64278e+07 nChanged 74532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -16472588.000000 Penalty: 3883.676270
	Iteration 1F: 3 clusters Score -1.647259e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -16474031.000000 Penalty: 3883.676270
	Iteration 2Q: 3 clusters Score -1.647403e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -16476621.000000 Penalty: 3883.676270
	Iteration 3Q: 3 clusters Score -1.647662e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -16480396.000000 Penalty: 3883.676270
	Iteration 4Q: 3 clusters Score -1.64804e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -16485537.000000 Penalty: 3883.676270
	Iteration 5F: 3 clusters Score -1.648554e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -16492155.000000 Penalty: 3883.676270
	Iteration 6F: 3 clusters Score -1.649216e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -16499750.000000 Penalty: 3883.676270
	Iteration 7F: 3 clusters Score -1.649975e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 129027 members 
Entering Unmasked Estep 
Score: -16508064.000000 Penalty: 3883.676270
	Iteration 8F: 3 clusters Score -1.650806e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 137837 members 
Entering Unmasked Estep 
Score: -16515783.000000 Penalty: 3883.676270
	Iteration 9F: 3 clusters Score -1.651578e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -16521348.000000 Penalty: 3883.676270
	Iteration 10Q: 3 clusters Score -1.652135e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -16524874.000000 Penalty: 3883.676270
	Iteration 11Q: 3 clusters Score -1.652487e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -16526636.000000 Penalty: 3883.676270
	Iteration 12Q: 3 clusters Score -1.652664e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -16527530.000000 Penalty: 3883.676270
	Iteration 13Q: 3 clusters Score -1.652753e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -16527967.000000 Penalty: 3883.676270
	Iteration 14Q: 3 clusters Score -1.652797e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -16528222.000000 Penalty: 3883.676270
	Iteration 15Q: 3 clusters Score -1.652822e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -16528355.000000 Penalty: 3883.676270
	Iteration 16Q: 3 clusters Score -1.652836e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -16528418.000000 Penalty: 3883.676270
	Iteration 17Q: 3 clusters Score -1.652842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -16528470.000000 Penalty: 3883.676270
	Iteration 18Q: 3 clusters Score -1.652847e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -16528531.000000 Penalty: 3883.676270
	Iteration 19Q: 3 clusters Score -1.652853e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -16528543.000000 Penalty: 3883.676270
	Iteration 20F: 3 clusters Score -1.652854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -16528574.000000 Penalty: 3883.676270
	Iteration 21Q: 3 clusters Score -1.652857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -16528567.000000 Penalty: 3883.676270
	Iteration 22Q: 3 clusters Score -1.652857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 154334 members 
Entering Unmasked Estep 
Score: -16528571.000000 Penalty: 3883.676270
	Iteration 23Q: 3 clusters Score -1.652857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -16528598.000000 Penalty: 3883.676270
	Iteration 24Q: 3 clusters Score -1.65286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -16528614.000000 Penalty: 3883.676270
	Iteration 25Q: 3 clusters Score -1.652861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -16528608.000000 Penalty: 3883.676270
	Iteration 26Q: 3 clusters Score -1.652861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -16528607.000000 Penalty: 3883.676270
	Iteration 27Q: 3 clusters Score -1.652861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -16528612.000000 Penalty: 3883.676270
	Iteration 28Q: 3 clusters Score -1.652861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 154359 members 
Entering Unmasked Estep 
Score: -16528608.000000 Penalty: 3883.676270
	Iteration 29Q: 3 clusters Score -1.652861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -16528609.000000 Penalty: 3883.676270
	Iteration 30Q: 3 clusters Score -1.652861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 154365 members 
Entering Unmasked Estep 
Score: -16528609.000000 Penalty: 3883.676270
	Iteration 31F: 3 clusters Score -1.652861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Entering Unmasked Estep 
Score: -1573707.875000 Penalty: 1554.039185
	Iteration 0F: 2 clusters Score -1573708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1563742.375000 Penalty: 3108.078369
	Iteration 0F: 3 clusters Score -1563742 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1567255.375000 Penalty: 3108.078369
	Iteration 1F: 3 clusters Score -1567255 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1567562.375000 Penalty: 3108.078369
	Iteration 2F: 3 clusters Score -1567562 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1567825.625000 Penalty: 3108.078369
	Iteration 3Q: 3 clusters Score -1567826 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1568116.250000 Penalty: 3108.078369
	Iteration 4Q: 3 clusters Score -1568116 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1568459.750000 Penalty: 3108.078369
	Iteration 5Q: 3 clusters Score -1568460 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1568978.750000 Penalty: 3108.078369
	Iteration 6F: 3 clusters Score -1568979 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1569667.375000 Penalty: 3108.078369
	Iteration 7F: 3 clusters Score -1569667 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1570461.875000 Penalty: 3108.078369
	Iteration 8F: 3 clusters Score -1570462 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1571162.375000 Penalty: 3108.078369
	Iteration 9F: 3 clusters Score -1571162 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1571680.250000 Penalty: 3108.078369
	Iteration 10Q: 3 clusters Score -1571680 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1571960.625000 Penalty: 3108.078369
	Iteration 11Q: 3 clusters Score -1571961 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1572128.500000 Penalty: 3108.078369
	Iteration 12Q: 3 clusters Score -1572128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1572215.125000 Penalty: 3108.078369
	Iteration 13Q: 3 clusters Score -1572215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1572255.875000 Penalty: 3108.078369
	Iteration 14Q: 3 clusters Score -1572256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1572288.375000 Penalty: 3108.078369
	Iteration 15Q: 3 clusters Score -1572288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1572312.500000 Penalty: 3108.078369
	Iteration 16Q: 3 clusters Score -1572312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1572335.750000 Penalty: 3108.078369
	Iteration 17Q: 3 clusters Score -1572336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1572346.000000 Penalty: 3108.078369
	Iteration 18Q: 3 clusters Score -1572346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1572353.250000 Penalty: 3108.078369
	Iteration 19Q: 3 clusters Score -1572353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1572355.875000 Penalty: 3108.078369
	Iteration 20F: 3 clusters Score -1572356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1572357.250000 Penalty: 3108.078369
	Iteration 21Q: 3 clusters Score -1572357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1572358.000000 Penalty: 3108.078369
	Iteration 22Q: 3 clusters Score -1572358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1572358.000000 Penalty: 3108.078369
	Iteration 23F: 3 clusters Score -1572358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (158022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158022 members 
Entering Unmasked Estep 
Score: -16904752.000000 Penalty: 1945.204590
	Iteration 0F: 2 clusters Score -1.690475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -16800972.000000 Penalty: 3890.409180
	Iteration 0F: 3 clusters Score -1.680097e+07 nChanged 76359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -16847500.000000 Penalty: 3890.409180
	Iteration 1F: 3 clusters Score -1.68475e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -16849176.000000 Penalty: 3890.409180
	Iteration 2Q: 3 clusters Score -1.684918e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -16851428.000000 Penalty: 3890.409180
	Iteration 3Q: 3 clusters Score -1.685143e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -16854864.000000 Penalty: 3890.409180
	Iteration 4Q: 3 clusters Score -1.685486e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -16859958.000000 Penalty: 3890.409180
	Iteration 5F: 3 clusters Score -1.685996e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -16867182.000000 Penalty: 3890.409180
	Iteration 6F: 3 clusters Score -1.686718e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -16875936.000000 Penalty: 3890.409180
	Iteration 7F: 3 clusters Score -1.687594e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -16884886.000000 Penalty: 3890.409180
	Iteration 8F: 3 clusters Score -1.688489e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -16891902.000000 Penalty: 3890.409180
	Iteration 9Q: 3 clusters Score -1.68919e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -16895900.000000 Penalty: 3890.409180
	Iteration 10Q: 3 clusters Score -1.68959e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139082 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -16897912.000000 Penalty: 3890.409180
	Iteration 11Q: 3 clusters Score -1.689791e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -16899100.000000 Penalty: 3890.409180
	Iteration 12Q: 3 clusters Score -1.68991e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -16900076.000000 Penalty: 3890.409180
	Iteration 13Q: 3 clusters Score -1.690008e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144270 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -16900854.000000 Penalty: 3890.409180
	Iteration 14Q: 3 clusters Score -1.690085e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145645 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -16901384.000000 Penalty: 3890.409180
	Iteration 15Q: 3 clusters Score -1.690138e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -16901974.000000 Penalty: 3890.409180
	Iteration 16Q: 3 clusters Score -1.690197e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147986 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -16902430.000000 Penalty: 3890.409180
	Iteration 17Q: 3 clusters Score -1.690243e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148977 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -16902804.000000 Penalty: 3890.409180
	Iteration 18Q: 3 clusters Score -1.69028e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149829 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -16903076.000000 Penalty: 3890.409180
	Iteration 19Q: 3 clusters Score -1.690308e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -16903238.000000 Penalty: 3890.409180
	Iteration 20F: 3 clusters Score -1.690324e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151163 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -16903356.000000 Penalty: 3890.409180
	Iteration 21Q: 3 clusters Score -1.690336e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151722 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -16903478.000000 Penalty: 3890.409180
	Iteration 22Q: 3 clusters Score -1.690348e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -16903542.000000 Penalty: 3890.409180
	Iteration 23Q: 3 clusters Score -1.690354e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -16903582.000000 Penalty: 3890.409180
	Iteration 24Q: 3 clusters Score -1.690358e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -16903648.000000 Penalty: 3890.409180
	Iteration 25Q: 3 clusters Score -1.690365e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -16903674.000000 Penalty: 3890.409180
	Iteration 26Q: 3 clusters Score -1.690367e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -16903696.000000 Penalty: 3890.409180
	Iteration 27Q: 3 clusters Score -1.69037e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -16903704.000000 Penalty: 3890.409180
	Iteration 28Q: 3 clusters Score -1.69037e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154085 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16903734.000000 Penalty: 3890.409180
	Iteration 29Q: 3 clusters Score -1.690373e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154296 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -16903756.000000 Penalty: 3890.409180
	Iteration 30Q: 3 clusters Score -1.690376e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -16903742.000000 Penalty: 3890.409180
	Iteration 31Q: 3 clusters Score -1.690374e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -16903794.000000 Penalty: 3890.409180
	Iteration 32Q: 3 clusters Score -1.690379e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -16903804.000000 Penalty: 3890.409180
	Iteration 33Q: 3 clusters Score -1.69038e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -16903796.000000 Penalty: 3890.409180
	Iteration 34Q: 3 clusters Score -1.69038e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16903814.000000 Penalty: 3890.409180
	Iteration 35Q: 3 clusters Score -1.690381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -16903852.000000 Penalty: 3890.409180
	Iteration 36Q: 3 clusters Score -1.690385e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -16903866.000000 Penalty: 3890.409180
	Iteration 37Q: 3 clusters Score -1.690387e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 38Q: 3 clusters Score -1.690385e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -16903840.000000 Penalty: 3890.409180
	Iteration 39Q: 3 clusters Score -1.690384e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 40F: 3 clusters Score -1.690385e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -16903866.000000 Penalty: 3890.409180
	Iteration 41Q: 3 clusters Score -1.690387e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -16903888.000000 Penalty: 3890.409180
	Iteration 42Q: 3 clusters Score -1.690389e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -16903902.000000 Penalty: 3890.409180
	Iteration 43Q: 3 clusters Score -1.69039e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -16903878.000000 Penalty: 3890.409180
	Iteration 44Q: 3 clusters Score -1.690388e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155742 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -16903862.000000 Penalty: 3890.409180
	Iteration 45Q: 3 clusters Score -1.690386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -16903880.000000 Penalty: 3890.409180
	Iteration 46Q: 3 clusters Score -1.690388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -16903864.000000 Penalty: 3890.409180
	Iteration 47Q: 3 clusters Score -1.690386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -16903856.000000 Penalty: 3890.409180
	Iteration 48Q: 3 clusters Score -1.690386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16903854.000000 Penalty: 3890.409180
	Iteration 49Q: 3 clusters Score -1.690385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -16903834.000000 Penalty: 3890.409180
	Iteration 50Q: 3 clusters Score -1.690383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16903844.000000 Penalty: 3890.409180
	Iteration 51Q: 3 clusters Score -1.690384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -16903856.000000 Penalty: 3890.409180
	Iteration 52Q: 3 clusters Score -1.690386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -16903848.000000 Penalty: 3890.409180
	Iteration 53Q: 3 clusters Score -1.690385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 54Q: 3 clusters Score -1.690385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 55Q: 3 clusters Score -1.690385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156048 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 56Q: 3 clusters Score -1.690385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16903842.000000 Penalty: 3890.409180
	Iteration 57Q: 3 clusters Score -1.690384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -16903854.000000 Penalty: 3890.409180
	Iteration 58Q: 3 clusters Score -1.690385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -16903850.000000 Penalty: 3890.409180
	Iteration 59Q: 3 clusters Score -1.690385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156091 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 60F: 3 clusters Score -1.690385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -16903856.000000 Penalty: 3890.409180
	Iteration 61Q: 3 clusters Score -1.690386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16903858.000000 Penalty: 3890.409180
	Iteration 62Q: 3 clusters Score -1.690386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16903858.000000 Penalty: 3890.409180
	Iteration 63Q: 3 clusters Score -1.690386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -16903852.000000 Penalty: 3890.409180
	Iteration 64Q: 3 clusters Score -1.690385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16903852.000000 Penalty: 3890.409180
	Iteration 65Q: 3 clusters Score -1.690385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16903852.000000 Penalty: 3890.409180
	Iteration 66Q: 3 clusters Score -1.690385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16903848.000000 Penalty: 3890.409180
	Iteration 67Q: 3 clusters Score -1.690385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 68Q: 3 clusters Score -1.690385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16903838.000000 Penalty: 3890.409180
	Iteration 69Q: 3 clusters Score -1.690384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -16903860.000000 Penalty: 3890.409180
	Iteration 70Q: 3 clusters Score -1.690386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 71Q: 3 clusters Score -1.690385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -16903850.000000 Penalty: 3890.409180
	Iteration 72Q: 3 clusters Score -1.690385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16903866.000000 Penalty: 3890.409180
	Iteration 73Q: 3 clusters Score -1.690387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16903862.000000 Penalty: 3890.409180
	Iteration 74Q: 3 clusters Score -1.690386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -16903880.000000 Penalty: 3890.409180
	Iteration 75Q: 3 clusters Score -1.690388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16903876.000000 Penalty: 3890.409180
	Iteration 76Q: 3 clusters Score -1.690388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16903876.000000 Penalty: 3890.409180
	Iteration 77Q: 3 clusters Score -1.690388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -16903876.000000 Penalty: 3890.409180
	Iteration 78Q: 3 clusters Score -1.690388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156196 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -16903872.000000 Penalty: 3890.409180
	Iteration 79Q: 3 clusters Score -1.690387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156199 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -16903868.000000 Penalty: 3890.409180
	Iteration 80F: 3 clusters Score -1.690387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156202 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -16903854.000000 Penalty: 3890.409180
	Iteration 81Q: 3 clusters Score -1.690385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -16903846.000000 Penalty: 3890.409180
	Iteration 82Q: 3 clusters Score -1.690385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -16903844.000000 Penalty: 3890.409180
	Iteration 83Q: 3 clusters Score -1.690384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -16903848.000000 Penalty: 3890.409180
	Iteration 84Q: 3 clusters Score -1.690385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16903838.000000 Penalty: 3890.409180
	Iteration 85Q: 3 clusters Score -1.690384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16903840.000000 Penalty: 3890.409180
	Iteration 86Q: 3 clusters Score -1.690384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16903842.000000 Penalty: 3890.409180
	Iteration 87Q: 3 clusters Score -1.690384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16903844.000000 Penalty: 3890.409180
	Iteration 88Q: 3 clusters Score -1.690384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -16903834.000000 Penalty: 3890.409180
	Iteration 89Q: 3 clusters Score -1.690383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -16903842.000000 Penalty: 3890.409180
	Iteration 90Q: 3 clusters Score -1.690384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -16903842.000000 Penalty: 3890.409180
	Iteration 91F: 3 clusters Score -1.690384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 14660 members 
Mstep: Class 4 contains 110840 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 176641 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 63032 members 
Mstep: Class 17 contains 8210 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 154782 members 
Mstep: Class 22 contains 14233 members 
Mstep: Class 23 contains 158022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84466056.000000 Penalty: 44211.253906
Iteration 159Q: 21 clusters Score -8.446606e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 14332 members 
Mstep: Class 4 contains 112745 members 
Mstep: Class 5 contains 35184 members 
Mstep: Class 6 contains 131 members 
Mstep: Class 7 contains 175958 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 12147 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 14 contains 16338 members 
Mstep: Class 15 contains 63001 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 19 contains 205 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 154254 members 
Mstep: Class 22 contains 14348 members 
Mstep: Class 23 contains 158148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467016.000000 Penalty: 44211.253906
Iteration 160F: 21 clusters Score -8.446702e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 114725 members 
Mstep: Class 5 contains 35176 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 174842 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 12379 members 
Mstep: Class 12 contains 9654 members 
Mstep: Class 14 contains 16326 members 
Mstep: Class 15 contains 62941 members 
Mstep: Class 17 contains 8226 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 153439 members 
Mstep: Class 22 contains 14429 members 
Mstep: Class 23 contains 157998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467528.000000 Penalty: 44211.253906
Iteration 161Q: 21 clusters Score -8.446753e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 4 contains 116809 members 
Mstep: Class 5 contains 35175 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 173742 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4680 members 
Mstep: Class 10 contains 12214 members 
Mstep: Class 11 contains 12507 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 14 contains 16290 members 
Mstep: Class 15 contains 62896 members 
Mstep: Class 17 contains 8241 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 152613 members 
Mstep: Class 22 contains 14471 members 
Mstep: Class 23 contains 157757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84467816.000000 Penalty: 44211.253906
Iteration 162Q: 21 clusters Score -8.446782e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 4 contains 118879 members 
Mstep: Class 5 contains 35167 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 172654 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 4669 members 
Mstep: Class 10 contains 12228 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 9710 members 
Mstep: Class 14 contains 16223 members 
Mstep: Class 15 contains 62800 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 151873 members 
Mstep: Class 22 contains 14515 members 
Mstep: Class 23 contains 157557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468096.000000 Penalty: 44211.253906
Iteration 163Q: 21 clusters Score -8.44681e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 14072 members 
Mstep: Class 4 contains 121061 members 
Mstep: Class 5 contains 35158 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 171493 members 
Mstep: Class 8 contains 1553 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 9744 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 62701 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 151104 members 
Mstep: Class 22 contains 14561 members 
Mstep: Class 23 contains 157338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84468776.000000 Penalty: 44211.253906
Iteration 164Q: 21 clusters Score -8.446878e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 123241 members 
Mstep: Class 5 contains 35147 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 170370 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 12221 members 
Mstep: Class 11 contains 12683 members 
Mstep: Class 12 contains 9778 members 
Mstep: Class 14 contains 16108 members 
Mstep: Class 15 contains 62584 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 150423 members 
Mstep: Class 22 contains 14602 members 
Mstep: Class 23 contains 157038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84469584.000000 Penalty: 44211.253906
Iteration 165Q: 21 clusters Score -8.446958e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 4 contains 125435 members 
Mstep: Class 5 contains 35129 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 169231 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 12201 members 
Mstep: Class 11 contains 12720 members 
Mstep: Class 12 contains 9806 members 
Mstep: Class 14 contains 16037 members 
Mstep: Class 15 contains 62443 members 
Mstep: Class 17 contains 8294 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 149813 members 
Mstep: Class 22 contains 14651 members 
Mstep: Class 23 contains 156740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84470336.000000 Penalty: 44211.253906
Iteration 166Q: 21 clusters Score -8.447034e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 14049 members 
Mstep: Class 4 contains 127595 members 
Mstep: Class 5 contains 35112 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 168077 members 
Mstep: Class 8 contains 1543 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 9842 members 
Mstep: Class 14 contains 15992 members 
Mstep: Class 15 contains 62309 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 149189 members 
Mstep: Class 22 contains 14662 members 
Mstep: Class 23 contains 156503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471024.000000 Penalty: 44211.253906
Iteration 167Q: 21 clusters Score -8.447102e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 129786 members 
Mstep: Class 5 contains 35092 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 166958 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 4605 members 
Mstep: Class 10 contains 12173 members 
Mstep: Class 11 contains 12800 members 
Mstep: Class 12 contains 9875 members 
Mstep: Class 14 contains 15933 members 
Mstep: Class 15 contains 62156 members 
Mstep: Class 17 contains 8314 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 148536 members 
Mstep: Class 22 contains 14693 members 
Mstep: Class 23 contains 156263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471408.000000 Penalty: 44211.253906
Iteration 168Q: 21 clusters Score -8.447141e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 131919 members 
Mstep: Class 5 contains 35056 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 165877 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 12188 members 
Mstep: Class 11 contains 12825 members 
Mstep: Class 12 contains 9900 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 62019 members 
Mstep: Class 17 contains 8318 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 147861 members 
Mstep: Class 22 contains 14768 members 
Mstep: Class 23 contains 156020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471576.000000 Penalty: 44211.253906
Iteration 169Q: 21 clusters Score -8.447158e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 13992 members 
Mstep: Class 4 contains 134039 members 
Mstep: Class 5 contains 35022 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 164779 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 9922 members 
Mstep: Class 14 contains 15828 members 
Mstep: Class 15 contains 61858 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4160 members 
Mstep: Class 21 contains 147186 members 
Mstep: Class 22 contains 14840 members 
Mstep: Class 23 contains 155805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84471816.000000 Penalty: 44211.253906
Iteration 170Q: 21 clusters Score -8.447182e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 136176 members 
Mstep: Class 5 contains 35008 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 163582 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 12226 members 
Mstep: Class 11 contains 12879 members 
Mstep: Class 12 contains 9945 members 
Mstep: Class 14 contains 15786 members 
Mstep: Class 15 contains 61712 members 
Mstep: Class 17 contains 8329 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 146525 members 
Mstep: Class 22 contains 14886 members 
Mstep: Class 23 contains 155628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472528.000000 Penalty: 44211.253906
Iteration 171Q: 21 clusters Score -8.447253e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 138408 members 
Mstep: Class 5 contains 34991 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 162364 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 12908 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 15 contains 61574 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 145764 members 
Mstep: Class 22 contains 14933 members 
Mstep: Class 23 contains 155455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84472896.000000 Penalty: 44211.253906
Iteration 172Q: 21 clusters Score -8.44729e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 13953 members 
Mstep: Class 4 contains 140675 members 
Mstep: Class 5 contains 34963 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 161172 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 12310 members 
Mstep: Class 11 contains 12927 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 14 contains 15656 members 
Mstep: Class 15 contains 61451 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 144957 members 
Mstep: Class 22 contains 14992 members 
Mstep: Class 23 contains 155274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473408.000000 Penalty: 44211.253906
Iteration 173Q: 21 clusters Score -8.447341e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 143029 members 
Mstep: Class 5 contains 34943 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 159985 members 
Mstep: Class 8 contains 1522 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 12339 members 
Mstep: Class 11 contains 12953 members 
Mstep: Class 12 contains 10038 members 
Mstep: Class 14 contains 15616 members 
Mstep: Class 15 contains 61310 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 144045 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 155108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84473968.000000 Penalty: 44211.253906
Iteration 174Q: 21 clusters Score -8.447397e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 145298 members 
Mstep: Class 5 contains 34946 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 158855 members 
Mstep: Class 8 contains 1522 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 12373 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 10086 members 
Mstep: Class 14 contains 15550 members 
Mstep: Class 15 contains 61183 members 
Mstep: Class 17 contains 8325 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 143133 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 155016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474184.000000 Penalty: 44211.253906
Iteration 175Q: 21 clusters Score -8.447418e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 13903 members 
Mstep: Class 4 contains 147416 members 
Mstep: Class 5 contains 34939 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 157873 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 12410 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 10132 members 
Mstep: Class 14 contains 15481 members 
Mstep: Class 15 contains 61047 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 142190 members 
Mstep: Class 22 contains 15037 members 
Mstep: Class 23 contains 154949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84474560.000000 Penalty: 44211.253906
Iteration 176Q: 21 clusters Score -8.447456e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 149337 members 
Mstep: Class 5 contains 34930 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 157057 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12441 members 
Mstep: Class 11 contains 13024 members 
Mstep: Class 12 contains 10158 members 
Mstep: Class 14 contains 15406 members 
Mstep: Class 15 contains 60912 members 
Mstep: Class 17 contains 8318 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 141255 members 
Mstep: Class 22 contains 15065 members 
Mstep: Class 23 contains 154903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475096.000000 Penalty: 44211.253906
Iteration 177Q: 21 clusters Score -8.44751e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 151169 members 
Mstep: Class 5 contains 34929 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 156305 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 14 contains 15325 members 
Mstep: Class 15 contains 60759 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 140305 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 154872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475616.000000 Penalty: 44211.253906
Iteration 178Q: 21 clusters Score -8.447562e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 13877 members 
Mstep: Class 4 contains 152914 members 
Mstep: Class 5 contains 34903 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155684 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 12502 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 10213 members 
Mstep: Class 14 contains 15258 members 
Mstep: Class 15 contains 60623 members 
Mstep: Class 17 contains 8316 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 139321 members 
Mstep: Class 22 contains 15143 members 
Mstep: Class 23 contains 154837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475320.000000 Penalty: 44211.253906
Iteration 179Q: 21 clusters Score -8.447532e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 13873 members 
Mstep: Class 4 contains 154512 members 
Mstep: Class 5 contains 34883 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155195 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 12534 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 10245 members 
Mstep: Class 14 contains 15190 members 
Mstep: Class 15 contains 60479 members 
Mstep: Class 17 contains 8305 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 138301 members 
Mstep: Class 22 contains 15171 members 
Mstep: Class 23 contains 154842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475208.000000 Penalty: 44211.253906
Iteration 180F: 21 clusters Score -8.447521e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 155858 members 
Mstep: Class 5 contains 34863 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154851 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 12577 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 14 contains 15111 members 
Mstep: Class 15 contains 60382 members 
Mstep: Class 17 contains 8295 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 137307 members 
Mstep: Class 22 contains 15226 members 
Mstep: Class 23 contains 154888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475440.000000 Penalty: 44211.253906
Iteration 181Q: 21 clusters Score -8.447544e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 157014 members 
Mstep: Class 5 contains 34834 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154623 members 
Mstep: Class 8 contains 1493 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 12609 members 
Mstep: Class 11 contains 13149 members 
Mstep: Class 12 contains 10317 members 
Mstep: Class 14 contains 15034 members 
Mstep: Class 15 contains 60308 members 
Mstep: Class 17 contains 8282 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 136383 members 
Mstep: Class 22 contains 15294 members 
Mstep: Class 23 contains 154954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475576.000000 Penalty: 44211.253906
Iteration 182Q: 21 clusters Score -8.447558e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 13808 members 
Mstep: Class 4 contains 157946 members 
Mstep: Class 5 contains 34807 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154484 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10359 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 60251 members 
Mstep: Class 17 contains 8277 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 135560 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 154997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475360.000000 Penalty: 44211.253906
Iteration 183Q: 21 clusters Score -8.447536e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 13779 members 
Mstep: Class 4 contains 158613 members 
Mstep: Class 5 contains 34782 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154407 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 13190 members 
Mstep: Class 12 contains 10398 members 
Mstep: Class 14 contains 14908 members 
Mstep: Class 15 contains 60200 members 
Mstep: Class 17 contains 8270 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 134903 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 155053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475536.000000 Penalty: 44211.253906
Iteration 184Q: 21 clusters Score -8.447554e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 13749 members 
Mstep: Class 4 contains 159027 members 
Mstep: Class 5 contains 34765 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154479 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 4481 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 10439 members 
Mstep: Class 14 contains 14872 members 
Mstep: Class 15 contains 60141 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 134315 members 
Mstep: Class 22 contains 15527 members 
Mstep: Class 23 contains 155105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475144.000000 Penalty: 44211.253906
Iteration 185Q: 21 clusters Score -8.447514e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 159286 members 
Mstep: Class 5 contains 34750 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154592 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 12795 members 
Mstep: Class 11 contains 13209 members 
Mstep: Class 12 contains 10483 members 
Mstep: Class 14 contains 14832 members 
Mstep: Class 15 contains 60048 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 133903 members 
Mstep: Class 22 contains 15620 members 
Mstep: Class 23 contains 155123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475328.000000 Penalty: 44211.253906
Iteration 186Q: 21 clusters Score -8.447533e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 159471 members 
Mstep: Class 5 contains 34743 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154716 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 13220 members 
Mstep: Class 12 contains 10524 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 59941 members 
Mstep: Class 17 contains 8247 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4126 members 
Mstep: Class 21 contains 133561 members 
Mstep: Class 22 contains 15704 members 
Mstep: Class 23 contains 155138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475064.000000 Penalty: 44211.253906
Iteration 187Q: 21 clusters Score -8.447506e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 13675 members 
Mstep: Class 4 contains 159515 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154832 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 13224 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 14 contains 14793 members 
Mstep: Class 15 contains 59819 members 
Mstep: Class 17 contains 8237 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 133341 members 
Mstep: Class 22 contains 15837 members 
Mstep: Class 23 contains 155150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475176.000000 Penalty: 44211.253906
Iteration 188Q: 21 clusters Score -8.447518e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 13662 members 
Mstep: Class 4 contains 159473 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154883 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 14 contains 14776 members 
Mstep: Class 15 contains 59719 members 
Mstep: Class 17 contains 8228 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 133216 members 
Mstep: Class 22 contains 15990 members 
Mstep: Class 23 contains 155182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475440.000000 Penalty: 44211.253906
Iteration 189Q: 21 clusters Score -8.447544e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 13630 members 
Mstep: Class 4 contains 159360 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155010 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 15 contains 59603 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 133171 members 
Mstep: Class 22 contains 16120 members 
Mstep: Class 23 contains 155224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475528.000000 Penalty: 44211.253906
Iteration 190Q: 21 clusters Score -8.447553e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 159247 members 
Mstep: Class 5 contains 34722 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155040 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 14 contains 14766 members 
Mstep: Class 15 contains 59466 members 
Mstep: Class 17 contains 8214 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 133215 members 
Mstep: Class 22 contains 16269 members 
Mstep: Class 23 contains 155220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475248.000000 Penalty: 44211.253906
Iteration 191Q: 21 clusters Score -8.447525e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 13584 members 
Mstep: Class 4 contains 159075 members 
Mstep: Class 5 contains 34722 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155074 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 10698 members 
Mstep: Class 14 contains 14759 members 
Mstep: Class 15 contains 59312 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 133378 members 
Mstep: Class 22 contains 16429 members 
Mstep: Class 23 contains 155154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475048.000000 Penalty: 44211.253906
Iteration 192Q: 21 clusters Score -8.447505e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 158818 members 
Mstep: Class 5 contains 34724 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155074 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 13045 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 14 contains 14741 members 
Mstep: Class 15 contains 59172 members 
Mstep: Class 17 contains 8196 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 133596 members 
Mstep: Class 22 contains 16614 members 
Mstep: Class 23 contains 155120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475064.000000 Penalty: 44211.253906
Iteration 193Q: 21 clusters Score -8.447506e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 13565 members 
Mstep: Class 4 contains 158536 members 
Mstep: Class 5 contains 34729 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 155023 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 13073 members 
Mstep: Class 11 contains 13177 members 
Mstep: Class 12 contains 10784 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 59021 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 133841 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 155109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475152.000000 Penalty: 44211.253906
Iteration 194Q: 21 clusters Score -8.447515e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 158262 members 
Mstep: Class 5 contains 34737 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154917 members 
Mstep: Class 8 contains 1467 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13098 members 
Mstep: Class 11 contains 13179 members 
Mstep: Class 12 contains 10834 members 
Mstep: Class 14 contains 14722 members 
Mstep: Class 15 contains 58883 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 134155 members 
Mstep: Class 22 contains 16978 members 
Mstep: Class 23 contains 155073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475424.000000 Penalty: 44211.253906
Iteration 195Q: 21 clusters Score -8.447542e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 13526 members 
Mstep: Class 4 contains 157996 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154778 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 13112 members 
Mstep: Class 11 contains 13172 members 
Mstep: Class 12 contains 10866 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 58749 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4143 members 
Mstep: Class 21 contains 134547 members 
Mstep: Class 22 contains 17131 members 
Mstep: Class 23 contains 155038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475688.000000 Penalty: 44211.253906
Iteration 196Q: 21 clusters Score -8.447569e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 157699 members 
Mstep: Class 5 contains 34742 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154609 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 13112 members 
Mstep: Class 11 contains 13171 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 14728 members 
Mstep: Class 15 contains 58610 members 
Mstep: Class 17 contains 8169 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 135040 members 
Mstep: Class 22 contains 17268 members 
Mstep: Class 23 contains 155012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476016.000000 Penalty: 44211.253906
Iteration 197Q: 21 clusters Score -8.447602e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 157437 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154404 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 13111 members 
Mstep: Class 11 contains 13163 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 14 contains 14721 members 
Mstep: Class 15 contains 58479 members 
Mstep: Class 17 contains 8158 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 135527 members 
Mstep: Class 22 contains 17431 members 
Mstep: Class 23 contains 154952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84475816.000000 Penalty: 44211.253906
Iteration 198Q: 21 clusters Score -8.447582e+07 nChanged 1859
Entering ConstructFrom: 
Score: -84475816.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -975747.562500 Penalty: 1486.435303
	Iteration 0F: 2 clusters Score -975747.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -968995.250000 Penalty: 2972.870605
	Iteration 0F: 3 clusters Score -968995.2 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -971125.250000 Penalty: 2972.870605
	Iteration 1F: 3 clusters Score -971125.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -971340.562500 Penalty: 2972.870605
	Iteration 2F: 3 clusters Score -971340.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -971486.875000 Penalty: 2972.870605
	Iteration 3Q: 3 clusters Score -971486.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -971615.687500 Penalty: 2972.870605
	Iteration 4Q: 3 clusters Score -971615.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -971722.312500 Penalty: 2972.870605
	Iteration 5Q: 3 clusters Score -971722.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -971816.187500 Penalty: 2972.870605
	Iteration 6Q: 3 clusters Score -971816.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -971900.750000 Penalty: 2972.870605
	Iteration 7Q: 3 clusters Score -971900.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -971968.000000 Penalty: 2972.870605
	Iteration 8Q: 3 clusters Score -971968 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -972046.750000 Penalty: 2972.870605
	Iteration 9Q: 3 clusters Score -972046.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -972154.437500 Penalty: 2972.870605
	Iteration 10Q: 3 clusters Score -972154.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -972268.500000 Penalty: 2972.870605
	Iteration 11Q: 3 clusters Score -972268.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -972382.187500 Penalty: 2972.870605
	Iteration 12Q: 3 clusters Score -972382.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -972497.937500 Penalty: 2972.870605
	Iteration 13Q: 3 clusters Score -972497.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -972628.812500 Penalty: 2972.870605
	Iteration 14Q: 3 clusters Score -972628.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -972763.187500 Penalty: 2972.870605
	Iteration 15Q: 3 clusters Score -972763.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -972908.625000 Penalty: 2972.870605
	Iteration 16Q: 3 clusters Score -972908.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -973077.187500 Penalty: 2972.870605
	Iteration 17Q: 3 clusters Score -973077.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -973259.312500 Penalty: 2972.870605
	Iteration 18Q: 3 clusters Score -973259.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -973455.937500 Penalty: 2972.870605
	Iteration 19Q: 3 clusters Score -973455.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -973628.937500 Penalty: 2972.870605
	Iteration 20F: 3 clusters Score -973628.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -973759.375000 Penalty: 2972.870605
	Iteration 21Q: 3 clusters Score -973759.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -973879.375000 Penalty: 2972.870605
	Iteration 22Q: 3 clusters Score -973879.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -973991.125000 Penalty: 2972.870605
	Iteration 23Q: 3 clusters Score -973991.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -974084.562500 Penalty: 2972.870605
	Iteration 24Q: 3 clusters Score -974084.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -974168.750000 Penalty: 2972.870605
	Iteration 25Q: 3 clusters Score -974168.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -974232.000000 Penalty: 2972.870605
	Iteration 26Q: 3 clusters Score -974232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -974277.062500 Penalty: 2972.870605
	Iteration 27Q: 3 clusters Score -974277.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -974310.625000 Penalty: 2972.870605
	Iteration 28Q: 3 clusters Score -974310.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -974336.062500 Penalty: 2972.870605
	Iteration 29Q: 3 clusters Score -974336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -974359.687500 Penalty: 2972.870605
	Iteration 30Q: 3 clusters Score -974359.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -974379.687500 Penalty: 2972.870605
	Iteration 31Q: 3 clusters Score -974379.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -974399.312500 Penalty: 2972.870605
	Iteration 32Q: 3 clusters Score -974399.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -974412.875000 Penalty: 2972.870605
	Iteration 33Q: 3 clusters Score -974412.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -974423.375000 Penalty: 2972.870605
	Iteration 34Q: 3 clusters Score -974423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -974431.625000 Penalty: 2972.870605
	Iteration 35Q: 3 clusters Score -974431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -974440.250000 Penalty: 2972.870605
	Iteration 36Q: 3 clusters Score -974440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -974447.000000 Penalty: 2972.870605
	Iteration 37Q: 3 clusters Score -974447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -974452.562500 Penalty: 2972.870605
	Iteration 38Q: 3 clusters Score -974452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -974456.562500 Penalty: 2972.870605
	Iteration 39Q: 3 clusters Score -974456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -974459.937500 Penalty: 2972.870605
	Iteration 40F: 3 clusters Score -974459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -974463.875000 Penalty: 2972.870605
	Iteration 41Q: 3 clusters Score -974463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -974466.000000 Penalty: 2972.870605
	Iteration 42Q: 3 clusters Score -974466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -974473.250000 Penalty: 2972.870605
	Iteration 43Q: 3 clusters Score -974473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -974480.625000 Penalty: 2972.870605
	Iteration 44Q: 3 clusters Score -974480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -974485.125000 Penalty: 2972.870605
	Iteration 45Q: 3 clusters Score -974485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -974488.187500 Penalty: 2972.870605
	Iteration 46Q: 3 clusters Score -974488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -974490.062500 Penalty: 2972.870605
	Iteration 47Q: 3 clusters Score -974490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -974494.812500 Penalty: 2972.870605
	Iteration 48Q: 3 clusters Score -974494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -974498.125000 Penalty: 2972.870605
	Iteration 49Q: 3 clusters Score -974498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -974498.062500 Penalty: 2972.870605
	Iteration 50Q: 3 clusters Score -974498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -974499.062500 Penalty: 2972.870605
	Iteration 51Q: 3 clusters Score -974499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -974501.875000 Penalty: 2972.870605
	Iteration 52Q: 3 clusters Score -974501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -974501.875000 Penalty: 2972.870605
	Iteration 53Q: 3 clusters Score -974501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -974503.625000 Penalty: 2972.870605
	Iteration 54Q: 3 clusters Score -974503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -974505.437500 Penalty: 2972.870605
	Iteration 55Q: 3 clusters Score -974505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -974508.187500 Penalty: 2972.870605
	Iteration 56Q: 3 clusters Score -974508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -974509.375000 Penalty: 2972.870605
	Iteration 57Q: 3 clusters Score -974509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -974510.000000 Penalty: 2972.870605
	Iteration 58Q: 3 clusters Score -974510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -974510.000000 Penalty: 2972.870605
	Iteration 59F: 3 clusters Score -974510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -247698.890625 Penalty: 1272.314941
	Iteration 0F: 2 clusters Score -247698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -245316.281250 Penalty: 2544.629883
	Iteration 0F: 3 clusters Score -245316.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245993.296875 Penalty: 2544.629883
	Iteration 1F: 3 clusters Score -245993.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -246165.750000 Penalty: 2544.629883
	Iteration 2F: 3 clusters Score -246165.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -246284.343750 Penalty: 2544.629883
	Iteration 3F: 3 clusters Score -246284.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -246378.296875 Penalty: 2544.629883
	Iteration 4Q: 3 clusters Score -246378.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -246464.718750 Penalty: 2544.629883
	Iteration 5Q: 3 clusters Score -246464.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -246554.687500 Penalty: 2544.629883
	Iteration 6Q: 3 clusters Score -246554.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -246653.781250 Penalty: 2544.629883
	Iteration 7Q: 3 clusters Score -246653.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -246752.921875 Penalty: 2544.629883
	Iteration 8Q: 3 clusters Score -246752.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -246847.218750 Penalty: 2544.629883
	Iteration 9Q: 3 clusters Score -246847.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -246959.750000 Penalty: 2544.629883
	Iteration 10Q: 3 clusters Score -246959.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -247123.281250 Penalty: 2544.629883
	Iteration 11Q: 3 clusters Score -247123.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -247264.859375 Penalty: 2544.629883
	Iteration 12Q: 3 clusters Score -247264.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -247355.234375 Penalty: 2544.629883
	Iteration 13Q: 3 clusters Score -247355.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -247407.390625 Penalty: 2544.629883
	Iteration 14Q: 3 clusters Score -247407.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -247448.515625 Penalty: 2544.629883
	Iteration 15Q: 3 clusters Score -247448.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -247469.421875 Penalty: 2544.629883
	Iteration 16Q: 3 clusters Score -247469.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -247486.843750 Penalty: 2544.629883
	Iteration 17Q: 3 clusters Score -247486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -247502.281250 Penalty: 2544.629883
	Iteration 18Q: 3 clusters Score -247502.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -247523.406250 Penalty: 2544.629883
	Iteration 19Q: 3 clusters Score -247523.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -247536.859375 Penalty: 2544.629883
	Iteration 20F: 3 clusters Score -247536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -247545.640625 Penalty: 2544.629883
	Iteration 21Q: 3 clusters Score -247545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -247549.062500 Penalty: 2544.629883
	Iteration 22Q: 3 clusters Score -247549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -247550.906250 Penalty: 2544.629883
	Iteration 23Q: 3 clusters Score -247550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -247551.359375 Penalty: 2544.629883
	Iteration 24Q: 3 clusters Score -247551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -247551.703125 Penalty: 2544.629883
	Iteration 25Q: 3 clusters Score -247551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -247551.703125 Penalty: 2544.629883
	Iteration 26F: 3 clusters Score -247551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Entering Unmasked Estep 
Score: -1413466.125000 Penalty: 1545.302856
	Iteration 0F: 2 clusters Score -1413466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1404062.500000 Penalty: 3090.605713
	Iteration 0F: 3 clusters Score -1404062 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1407267.625000 Penalty: 3090.605713
	Iteration 1F: 3 clusters Score -1407268 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1407562.250000 Penalty: 3090.605713
	Iteration 2F: 3 clusters Score -1407562 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1407841.250000 Penalty: 3090.605713
	Iteration 3Q: 3 clusters Score -1407841 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1408156.625000 Penalty: 3090.605713
	Iteration 4Q: 3 clusters Score -1408157 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1408528.875000 Penalty: 3090.605713
	Iteration 5Q: 3 clusters Score -1408529 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1409020.625000 Penalty: 3090.605713
	Iteration 6F: 3 clusters Score -1409021 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1409573.125000 Penalty: 3090.605713
	Iteration 7F: 3 clusters Score -1409573 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1410083.625000 Penalty: 3090.605713
	Iteration 8F: 3 clusters Score -1410084 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1410507.875000 Penalty: 3090.605713
	Iteration 9F: 3 clusters Score -1410508 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1410857.250000 Penalty: 3090.605713
	Iteration 10Q: 3 clusters Score -1410857 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1411108.000000 Penalty: 3090.605713
	Iteration 11Q: 3 clusters Score -1411108 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1411260.000000 Penalty: 3090.605713
	Iteration 12Q: 3 clusters Score -1411260 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1411380.375000 Penalty: 3090.605713
	Iteration 13Q: 3 clusters Score -1411380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1411471.250000 Penalty: 3090.605713
	Iteration 14Q: 3 clusters Score -1411471 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1411544.750000 Penalty: 3090.605713
	Iteration 15Q: 3 clusters Score -1411545 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1411610.875000 Penalty: 3090.605713
	Iteration 16Q: 3 clusters Score -1411611 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1411683.500000 Penalty: 3090.605713
	Iteration 17Q: 3 clusters Score -1411684 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1411780.250000 Penalty: 3090.605713
	Iteration 18Q: 3 clusters Score -1411780 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1411903.500000 Penalty: 3090.605713
	Iteration 19Q: 3 clusters Score -1411904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1412010.250000 Penalty: 3090.605713
	Iteration 20F: 3 clusters Score -1412010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1412109.875000 Penalty: 3090.605713
	Iteration 21Q: 3 clusters Score -1412110 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1412222.625000 Penalty: 3090.605713
	Iteration 22Q: 3 clusters Score -1412223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1412341.250000 Penalty: 3090.605713
	Iteration 23Q: 3 clusters Score -1412341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1412440.875000 Penalty: 3090.605713
	Iteration 24Q: 3 clusters Score -1412441 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1412536.000000 Penalty: 3090.605713
	Iteration 25Q: 3 clusters Score -1412536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1412637.500000 Penalty: 3090.605713
	Iteration 26Q: 3 clusters Score -1412638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1412707.625000 Penalty: 3090.605713
	Iteration 27Q: 3 clusters Score -1412708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1412752.750000 Penalty: 3090.605713
	Iteration 28Q: 3 clusters Score -1412753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1412780.500000 Penalty: 3090.605713
	Iteration 29Q: 3 clusters Score -1412780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1412794.375000 Penalty: 3090.605713
	Iteration 30Q: 3 clusters Score -1412794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1412805.250000 Penalty: 3090.605713
	Iteration 31Q: 3 clusters Score -1412805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1412807.250000 Penalty: 3090.605713
	Iteration 32Q: 3 clusters Score -1412807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1412807.875000 Penalty: 3090.605713
	Iteration 33Q: 3 clusters Score -1412808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1412807.750000 Penalty: 3090.605713
	Iteration 34Q: 3 clusters Score -1412808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1412809.000000 Penalty: 3090.605713
	Iteration 35Q: 3 clusters Score -1412809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1412809.125000 Penalty: 3090.605713
	Iteration 36Q: 3 clusters Score -1412809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1412809.125000 Penalty: 3090.605713
	Iteration 37F: 3 clusters Score -1412809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (157188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Entering Unmasked Estep 
Score: -16841348.000000 Penalty: 1944.344604
	Iteration 0F: 2 clusters Score -1.684135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -16738431.000000 Penalty: 3888.689209
	Iteration 0F: 3 clusters Score -1.673843e+07 nChanged 75624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -16782756.000000 Penalty: 3888.689209
	Iteration 1F: 3 clusters Score -1.678276e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -16783570.000000 Penalty: 3888.689209
	Iteration 2Q: 3 clusters Score -1.678357e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -16784834.000000 Penalty: 3888.689209
	Iteration 3Q: 3 clusters Score -1.678483e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -16787314.000000 Penalty: 3888.689209
	Iteration 4Q: 3 clusters Score -1.678731e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -16791262.000000 Penalty: 3888.689209
	Iteration 5Q: 3 clusters Score -1.679126e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -16797504.000000 Penalty: 3888.689209
	Iteration 6F: 3 clusters Score -1.67975e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -16806414.000000 Penalty: 3888.689209
	Iteration 7F: 3 clusters Score -1.680641e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -16814798.000000 Penalty: 3888.689209
	Iteration 8F: 3 clusters Score -1.68148e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -16819584.000000 Penalty: 3888.689209
	Iteration 9F: 3 clusters Score -1.681958e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -16821666.000000 Penalty: 3888.689209
	Iteration 10Q: 3 clusters Score -1.682167e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -16822470.000000 Penalty: 3888.689209
	Iteration 11Q: 3 clusters Score -1.682247e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -16823162.000000 Penalty: 3888.689209
	Iteration 12Q: 3 clusters Score -1.682316e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -16823694.000000 Penalty: 3888.689209
	Iteration 13Q: 3 clusters Score -1.682369e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -16824048.000000 Penalty: 3888.689209
	Iteration 14Q: 3 clusters Score -1.682405e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -16824456.000000 Penalty: 3888.689209
	Iteration 15Q: 3 clusters Score -1.682446e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108416 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -16824854.000000 Penalty: 3888.689209
	Iteration 16Q: 3 clusters Score -1.682485e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -16825278.000000 Penalty: 3888.689209
	Iteration 17Q: 3 clusters Score -1.682528e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -16825724.000000 Penalty: 3888.689209
	Iteration 18Q: 3 clusters Score -1.682572e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -16825998.000000 Penalty: 3888.689209
	Iteration 19Q: 3 clusters Score -1.6826e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -16826304.000000 Penalty: 3888.689209
	Iteration 20F: 3 clusters Score -1.68263e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -16826638.000000 Penalty: 3888.689209
	Iteration 21Q: 3 clusters Score -1.682664e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -16827028.000000 Penalty: 3888.689209
	Iteration 22Q: 3 clusters Score -1.682703e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -16827436.000000 Penalty: 3888.689209
	Iteration 23Q: 3 clusters Score -1.682744e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -16827712.000000 Penalty: 3888.689209
	Iteration 24Q: 3 clusters Score -1.682771e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -16827978.000000 Penalty: 3888.689209
	Iteration 25Q: 3 clusters Score -1.682798e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -16828310.000000 Penalty: 3888.689209
	Iteration 26Q: 3 clusters Score -1.682831e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -16828492.000000 Penalty: 3888.689209
	Iteration 27Q: 3 clusters Score -1.682849e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -16828808.000000 Penalty: 3888.689209
	Iteration 28Q: 3 clusters Score -1.682881e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -16829116.000000 Penalty: 3888.689209
	Iteration 29Q: 3 clusters Score -1.682912e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -16829394.000000 Penalty: 3888.689209
	Iteration 30Q: 3 clusters Score -1.682939e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -16829616.000000 Penalty: 3888.689209
	Iteration 31Q: 3 clusters Score -1.682962e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112084 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -16829822.000000 Penalty: 3888.689209
	Iteration 32Q: 3 clusters Score -1.682982e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -16829954.000000 Penalty: 3888.689209
	Iteration 33Q: 3 clusters Score -1.682995e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -16830108.000000 Penalty: 3888.689209
	Iteration 34Q: 3 clusters Score -1.683011e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -16830240.000000 Penalty: 3888.689209
	Iteration 35Q: 3 clusters Score -1.683024e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -16830356.000000 Penalty: 3888.689209
	Iteration 36Q: 3 clusters Score -1.683036e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -16830430.000000 Penalty: 3888.689209
	Iteration 37Q: 3 clusters Score -1.683043e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -16830548.000000 Penalty: 3888.689209
	Iteration 38Q: 3 clusters Score -1.683055e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -16830612.000000 Penalty: 3888.689209
	Iteration 39Q: 3 clusters Score -1.683061e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -16830684.000000 Penalty: 3888.689209
	Iteration 40F: 3 clusters Score -1.683068e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -16830776.000000 Penalty: 3888.689209
	Iteration 41Q: 3 clusters Score -1.683078e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -16830830.000000 Penalty: 3888.689209
	Iteration 42Q: 3 clusters Score -1.683083e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -16830866.000000 Penalty: 3888.689209
	Iteration 43Q: 3 clusters Score -1.683087e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -16830912.000000 Penalty: 3888.689209
	Iteration 44Q: 3 clusters Score -1.683091e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -16830960.000000 Penalty: 3888.689209
	Iteration 45Q: 3 clusters Score -1.683096e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117654 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -16830984.000000 Penalty: 3888.689209
	Iteration 46Q: 3 clusters Score -1.683098e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118341 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -16831066.000000 Penalty: 3888.689209
	Iteration 47Q: 3 clusters Score -1.683107e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -16831192.000000 Penalty: 3888.689209
	Iteration 48Q: 3 clusters Score -1.683119e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -16831286.000000 Penalty: 3888.689209
	Iteration 49Q: 3 clusters Score -1.683129e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -16831348.000000 Penalty: 3888.689209
	Iteration 50Q: 3 clusters Score -1.683135e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -16831470.000000 Penalty: 3888.689209
	Iteration 51Q: 3 clusters Score -1.683147e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -16831656.000000 Penalty: 3888.689209
	Iteration 52Q: 3 clusters Score -1.683166e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -16831788.000000 Penalty: 3888.689209
	Iteration 53Q: 3 clusters Score -1.683179e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -16831944.000000 Penalty: 3888.689209
	Iteration 54Q: 3 clusters Score -1.683194e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125967 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -16832086.000000 Penalty: 3888.689209
	Iteration 55Q: 3 clusters Score -1.683209e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -16832382.000000 Penalty: 3888.689209
	Iteration 56Q: 3 clusters Score -1.683238e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128474 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -16832556.000000 Penalty: 3888.689209
	Iteration 57Q: 3 clusters Score -1.683256e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -16832894.000000 Penalty: 3888.689209
	Iteration 58Q: 3 clusters Score -1.683289e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -16833192.000000 Penalty: 3888.689209
	Iteration 59Q: 3 clusters Score -1.683319e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132681 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -16833514.000000 Penalty: 3888.689209
	Iteration 60F: 3 clusters Score -1.683351e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -16833860.000000 Penalty: 3888.689209
	Iteration 61Q: 3 clusters Score -1.683386e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -16834222.000000 Penalty: 3888.689209
	Iteration 62Q: 3 clusters Score -1.683422e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137199 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -16834682.000000 Penalty: 3888.689209
	Iteration 63Q: 3 clusters Score -1.683468e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -16835138.000000 Penalty: 3888.689209
	Iteration 64Q: 3 clusters Score -1.683514e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -16835578.000000 Penalty: 3888.689209
	Iteration 65Q: 3 clusters Score -1.683558e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -16835996.000000 Penalty: 3888.689209
	Iteration 66Q: 3 clusters Score -1.6836e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -16836490.000000 Penalty: 3888.689209
	Iteration 67Q: 3 clusters Score -1.683649e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144747 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -16836924.000000 Penalty: 3888.689209
	Iteration 68Q: 3 clusters Score -1.683692e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -16837402.000000 Penalty: 3888.689209
	Iteration 69Q: 3 clusters Score -1.68374e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -16837820.000000 Penalty: 3888.689209
	Iteration 70Q: 3 clusters Score -1.683782e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -16838256.000000 Penalty: 3888.689209
	Iteration 71Q: 3 clusters Score -1.683826e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -16838582.000000 Penalty: 3888.689209
	Iteration 72Q: 3 clusters Score -1.683858e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -16838818.000000 Penalty: 3888.689209
	Iteration 73Q: 3 clusters Score -1.683882e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -16838988.000000 Penalty: 3888.689209
	Iteration 74Q: 3 clusters Score -1.683899e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -16839120.000000 Penalty: 3888.689209
	Iteration 75Q: 3 clusters Score -1.683912e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -16839218.000000 Penalty: 3888.689209
	Iteration 76Q: 3 clusters Score -1.683922e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -16839304.000000 Penalty: 3888.689209
	Iteration 77Q: 3 clusters Score -1.68393e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -16839384.000000 Penalty: 3888.689209
	Iteration 78Q: 3 clusters Score -1.683938e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -16839446.000000 Penalty: 3888.689209
	Iteration 79Q: 3 clusters Score -1.683945e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154015 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -16839570.000000 Penalty: 3888.689209
	Iteration 80F: 3 clusters Score -1.683957e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -16839640.000000 Penalty: 3888.689209
	Iteration 81Q: 3 clusters Score -1.683964e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154489 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -16839666.000000 Penalty: 3888.689209
	Iteration 82Q: 3 clusters Score -1.683967e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154667 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16839698.000000 Penalty: 3888.689209
	Iteration 83Q: 3 clusters Score -1.68397e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16839730.000000 Penalty: 3888.689209
	Iteration 84Q: 3 clusters Score -1.683973e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -16839756.000000 Penalty: 3888.689209
	Iteration 85Q: 3 clusters Score -1.683976e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16839794.000000 Penalty: 3888.689209
	Iteration 86Q: 3 clusters Score -1.683979e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -16839802.000000 Penalty: 3888.689209
	Iteration 87Q: 3 clusters Score -1.68398e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -16839796.000000 Penalty: 3888.689209
	Iteration 88Q: 3 clusters Score -1.68398e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16839814.000000 Penalty: 3888.689209
	Iteration 89Q: 3 clusters Score -1.683981e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16839836.000000 Penalty: 3888.689209
	Iteration 90Q: 3 clusters Score -1.683984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16839860.000000 Penalty: 3888.689209
	Iteration 91Q: 3 clusters Score -1.683986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16839860.000000 Penalty: 3888.689209
	Iteration 92Q: 3 clusters Score -1.683986e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16839878.000000 Penalty: 3888.689209
	Iteration 93Q: 3 clusters Score -1.683988e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155623 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16839896.000000 Penalty: 3888.689209
	Iteration 94Q: 3 clusters Score -1.68399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16839924.000000 Penalty: 3888.689209
	Iteration 95Q: 3 clusters Score -1.683992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16839924.000000 Penalty: 3888.689209
	Iteration 96Q: 3 clusters Score -1.683992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16839936.000000 Penalty: 3888.689209
	Iteration 97Q: 3 clusters Score -1.683994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16839948.000000 Penalty: 3888.689209
	Iteration 98Q: 3 clusters Score -1.683995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16839946.000000 Penalty: 3888.689209
	Iteration 99Q: 3 clusters Score -1.683995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16839960.000000 Penalty: 3888.689209
	Iteration 100F: 3 clusters Score -1.683996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -16839942.000000 Penalty: 3888.689209
	Iteration 101Q: 3 clusters Score -1.683994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16839958.000000 Penalty: 3888.689209
	Iteration 102Q: 3 clusters Score -1.683996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16839962.000000 Penalty: 3888.689209
	Iteration 103Q: 3 clusters Score -1.683996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155887 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -16839960.000000 Penalty: 3888.689209
	Iteration 104Q: 3 clusters Score -1.683996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16839970.000000 Penalty: 3888.689209
	Iteration 105Q: 3 clusters Score -1.683997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16839970.000000 Penalty: 3888.689209
	Iteration 106Q: 3 clusters Score -1.683997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16839986.000000 Penalty: 3888.689209
	Iteration 107Q: 3 clusters Score -1.683999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16839990.000000 Penalty: 3888.689209
	Iteration 108Q: 3 clusters Score -1.683999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16840000.000000 Penalty: 3888.689209
	Iteration 109Q: 3 clusters Score -1.684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16839982.000000 Penalty: 3888.689209
	Iteration 110Q: 3 clusters Score -1.683998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16839984.000000 Penalty: 3888.689209
	Iteration 111Q: 3 clusters Score -1.683998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -16839980.000000 Penalty: 3888.689209
	Iteration 112Q: 3 clusters Score -1.683998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -16839974.000000 Penalty: 3888.689209
	Iteration 113Q: 3 clusters Score -1.683997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16839968.000000 Penalty: 3888.689209
	Iteration 114Q: 3 clusters Score -1.683997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155994 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16839972.000000 Penalty: 3888.689209
	Iteration 115Q: 3 clusters Score -1.683997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16839974.000000 Penalty: 3888.689209
	Iteration 116Q: 3 clusters Score -1.683997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16839974.000000 Penalty: 3888.689209
	Iteration 117F: 3 clusters Score -1.683997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Entering Unmasked Estep 
Score: -3644395.000000 Penalty: 1699.056641
	Iteration 0F: 2 clusters Score -3644395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3621141.250000 Penalty: 3398.113281
	Iteration 0F: 3 clusters Score -3621141 nChanged 16016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3630308.500000 Penalty: 3398.113281
	Iteration 1F: 3 clusters Score -3630308 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3631182.000000 Penalty: 3398.113281
	Iteration 2F: 3 clusters Score -3631182 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3632172.250000 Penalty: 3398.113281
	Iteration 3F: 3 clusters Score -3632172 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3633428.250000 Penalty: 3398.113281
	Iteration 4F: 3 clusters Score -3633428 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3634789.500000 Penalty: 3398.113281
	Iteration 5F: 3 clusters Score -3634790 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3636203.750000 Penalty: 3398.113281
	Iteration 6F: 3 clusters Score -3636204 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3637428.250000 Penalty: 3398.113281
	Iteration 7F: 3 clusters Score -3637428 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3638397.500000 Penalty: 3398.113281
	Iteration 8F: 3 clusters Score -3638398 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3639092.250000 Penalty: 3398.113281
	Iteration 9Q: 3 clusters Score -3639092 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3639561.750000 Penalty: 3398.113281
	Iteration 10Q: 3 clusters Score -3639562 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3639888.750000 Penalty: 3398.113281
	Iteration 11Q: 3 clusters Score -3639889 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3640109.750000 Penalty: 3398.113281
	Iteration 12Q: 3 clusters Score -3640110 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3640303.750000 Penalty: 3398.113281
	Iteration 13Q: 3 clusters Score -3640304 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3640451.750000 Penalty: 3398.113281
	Iteration 14Q: 3 clusters Score -3640452 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3640596.250000 Penalty: 3398.113281
	Iteration 15Q: 3 clusters Score -3640596 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3640694.250000 Penalty: 3398.113281
	Iteration 16Q: 3 clusters Score -3640694 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3640821.500000 Penalty: 3398.113281
	Iteration 17Q: 3 clusters Score -3640822 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3640937.250000 Penalty: 3398.113281
	Iteration 18Q: 3 clusters Score -3640937 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3641038.000000 Penalty: 3398.113281
	Iteration 19Q: 3 clusters Score -3641038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3641129.750000 Penalty: 3398.113281
	Iteration 20F: 3 clusters Score -3641130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3641216.000000 Penalty: 3398.113281
	Iteration 21Q: 3 clusters Score -3641216 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3641295.750000 Penalty: 3398.113281
	Iteration 22Q: 3 clusters Score -3641296 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3641389.250000 Penalty: 3398.113281
	Iteration 23Q: 3 clusters Score -3641389 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3641507.250000 Penalty: 3398.113281
	Iteration 24Q: 3 clusters Score -3641507 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3641625.750000 Penalty: 3398.113281
	Iteration 25Q: 3 clusters Score -3641626 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3641805.000000 Penalty: 3398.113281
	Iteration 26Q: 3 clusters Score -3641805 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3642014.000000 Penalty: 3398.113281
	Iteration 27Q: 3 clusters Score -3642014 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3642175.000000 Penalty: 3398.113281
	Iteration 28Q: 3 clusters Score -3642175 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3642333.750000 Penalty: 3398.113281
	Iteration 29Q: 3 clusters Score -3642334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3642433.750000 Penalty: 3398.113281
	Iteration 30Q: 3 clusters Score -3642434 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -3642513.500000 Penalty: 3398.113281
	Iteration 31Q: 3 clusters Score -3642514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3642591.000000 Penalty: 3398.113281
	Iteration 32Q: 3 clusters Score -3642591 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3642667.000000 Penalty: 3398.113281
	Iteration 33Q: 3 clusters Score -3642667 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3642738.000000 Penalty: 3398.113281
	Iteration 34Q: 3 clusters Score -3642738 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3642795.250000 Penalty: 3398.113281
	Iteration 35Q: 3 clusters Score -3642795 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3642830.250000 Penalty: 3398.113281
	Iteration 36Q: 3 clusters Score -3642830 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3642877.250000 Penalty: 3398.113281
	Iteration 37Q: 3 clusters Score -3642877 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3642904.000000 Penalty: 3398.113281
	Iteration 38Q: 3 clusters Score -3642904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3642969.250000 Penalty: 3398.113281
	Iteration 39Q: 3 clusters Score -3642969 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3643009.500000 Penalty: 3398.113281
	Iteration 40F: 3 clusters Score -3643010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3643054.500000 Penalty: 3398.113281
	Iteration 41Q: 3 clusters Score -3643054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3643076.750000 Penalty: 3398.113281
	Iteration 42Q: 3 clusters Score -3643077 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3643120.000000 Penalty: 3398.113281
	Iteration 43Q: 3 clusters Score -3643120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3643157.000000 Penalty: 3398.113281
	Iteration 44Q: 3 clusters Score -3643157 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3643211.750000 Penalty: 3398.113281
	Iteration 45Q: 3 clusters Score -3643212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3643277.000000 Penalty: 3398.113281
	Iteration 46Q: 3 clusters Score -3643277 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -3643314.250000 Penalty: 3398.113281
	Iteration 47Q: 3 clusters Score -3643314 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -3643370.250000 Penalty: 3398.113281
	Iteration 48Q: 3 clusters Score -3643370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3643464.750000 Penalty: 3398.113281
	Iteration 49Q: 3 clusters Score -3643465 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -3643580.500000 Penalty: 3398.113281
	Iteration 50Q: 3 clusters Score -3643580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -3643711.000000 Penalty: 3398.113281
	Iteration 51Q: 3 clusters Score -3643711 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3643860.500000 Penalty: 3398.113281
	Iteration 52Q: 3 clusters Score -3643860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3643937.500000 Penalty: 3398.113281
	Iteration 53Q: 3 clusters Score -3643938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3643982.500000 Penalty: 3398.113281
	Iteration 54Q: 3 clusters Score -3643982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3644003.750000 Penalty: 3398.113281
	Iteration 55Q: 3 clusters Score -3644004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3644031.000000 Penalty: 3398.113281
	Iteration 56Q: 3 clusters Score -3644031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3644051.250000 Penalty: 3398.113281
	Iteration 57Q: 3 clusters Score -3644051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -3644054.500000 Penalty: 3398.113281
	Iteration 58Q: 3 clusters Score -3644054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3644068.500000 Penalty: 3398.113281
	Iteration 59Q: 3 clusters Score -3644068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3644081.000000 Penalty: 3398.113281
	Iteration 60F: 3 clusters Score -3644081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -3644080.500000 Penalty: 3398.113281
	Iteration 61Q: 3 clusters Score -3644080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3644082.250000 Penalty: 3398.113281
	Iteration 62Q: 3 clusters Score -3644082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3644083.000000 Penalty: 3398.113281
	Iteration 63Q: 3 clusters Score -3644083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3644090.750000 Penalty: 3398.113281
	Iteration 64Q: 3 clusters Score -3644091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -3644093.750000 Penalty: 3398.113281
	Iteration 65Q: 3 clusters Score -3644094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -3644090.750000 Penalty: 3398.113281
	Iteration 66Q: 3 clusters Score -3644091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -3644091.750000 Penalty: 3398.113281
	Iteration 67Q: 3 clusters Score -3644092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3644090.500000 Penalty: 3398.113281
	Iteration 68Q: 3 clusters Score -3644090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3644091.500000 Penalty: 3398.113281
	Iteration 69Q: 3 clusters Score -3644092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3644091.500000 Penalty: 3398.113281
	Iteration 70F: 3 clusters Score -3644092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9555.618164 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9555.618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9672.958008 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9672.958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9704.297852 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9704.298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9722.189453 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9722.189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9722.189453 Penalty: 1586.910645
	Iteration 4F: 3 clusters Score -9722.189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Entering Unmasked Estep 
Score: -16481678.000000 Penalty: 1941.225952
	Iteration 0F: 2 clusters Score -1.648168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -16379218.000000 Penalty: 3882.451904
	Iteration 0F: 3 clusters Score -1.637922e+07 nChanged 74170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -16423742.000000 Penalty: 3882.451904
	Iteration 1F: 3 clusters Score -1.642374e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -16426093.000000 Penalty: 3882.451904
	Iteration 2Q: 3 clusters Score -1.642609e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -16429821.000000 Penalty: 3882.451904
	Iteration 3Q: 3 clusters Score -1.642982e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -16435568.000000 Penalty: 3882.451904
	Iteration 4F: 3 clusters Score -1.643557e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -16443825.000000 Penalty: 3882.451904
	Iteration 5F: 3 clusters Score -1.644382e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -16453614.000000 Penalty: 3882.451904
	Iteration 6F: 3 clusters Score -1.645361e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -16460730.000000 Penalty: 3882.451904
	Iteration 7F: 3 clusters Score -1.646073e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -16463695.000000 Penalty: 3882.451904
	Iteration 8Q: 3 clusters Score -1.64637e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -16464866.000000 Penalty: 3882.451904
	Iteration 9Q: 3 clusters Score -1.646487e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -16465728.000000 Penalty: 3882.451904
	Iteration 10Q: 3 clusters Score -1.646573e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -16466465.000000 Penalty: 3882.451904
	Iteration 11Q: 3 clusters Score -1.646646e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -16467213.000000 Penalty: 3882.451904
	Iteration 12Q: 3 clusters Score -1.646721e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -16467807.000000 Penalty: 3882.451904
	Iteration 13Q: 3 clusters Score -1.646781e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -16468322.000000 Penalty: 3882.451904
	Iteration 14Q: 3 clusters Score -1.646832e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -16468765.000000 Penalty: 3882.451904
	Iteration 15Q: 3 clusters Score -1.646876e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -16469259.000000 Penalty: 3882.451904
	Iteration 16Q: 3 clusters Score -1.646926e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -16469648.000000 Penalty: 3882.451904
	Iteration 17Q: 3 clusters Score -1.646965e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -16470039.000000 Penalty: 3882.451904
	Iteration 18Q: 3 clusters Score -1.647004e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -16470267.000000 Penalty: 3882.451904
	Iteration 19Q: 3 clusters Score -1.647027e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -16470432.000000 Penalty: 3882.451904
	Iteration 20F: 3 clusters Score -1.647043e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -16470666.000000 Penalty: 3882.451904
	Iteration 21Q: 3 clusters Score -1.647067e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -16470944.000000 Penalty: 3882.451904
	Iteration 22Q: 3 clusters Score -1.647094e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -16471215.000000 Penalty: 3882.451904
	Iteration 23Q: 3 clusters Score -1.647122e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 111349 members 
Entering Unmasked Estep 
Score: -16471448.000000 Penalty: 3882.451904
	Iteration 24Q: 3 clusters Score -1.647145e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -16471726.000000 Penalty: 3882.451904
	Iteration 25Q: 3 clusters Score -1.647173e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -16471934.000000 Penalty: 3882.451904
	Iteration 26Q: 3 clusters Score -1.647193e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -16472196.000000 Penalty: 3882.451904
	Iteration 27Q: 3 clusters Score -1.64722e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -16472528.000000 Penalty: 3882.451904
	Iteration 28Q: 3 clusters Score -1.647253e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -16472701.000000 Penalty: 3882.451904
	Iteration 29Q: 3 clusters Score -1.64727e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -16473033.000000 Penalty: 3882.451904
	Iteration 30Q: 3 clusters Score -1.647303e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -16473283.000000 Penalty: 3882.451904
	Iteration 31Q: 3 clusters Score -1.647328e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16473536.000000 Penalty: 3882.451904
	Iteration 32Q: 3 clusters Score -1.647354e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 122369 members 
Entering Unmasked Estep 
Score: -16473830.000000 Penalty: 3882.451904
	Iteration 33Q: 3 clusters Score -1.647383e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -16474200.000000 Penalty: 3882.451904
	Iteration 34Q: 3 clusters Score -1.64742e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -16474564.000000 Penalty: 3882.451904
	Iteration 35Q: 3 clusters Score -1.647456e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -16474905.000000 Penalty: 3882.451904
	Iteration 36Q: 3 clusters Score -1.64749e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 127464 members 
Entering Unmasked Estep 
Score: -16475222.000000 Penalty: 3882.451904
	Iteration 37Q: 3 clusters Score -1.647522e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -16475619.000000 Penalty: 3882.451904
	Iteration 38Q: 3 clusters Score -1.647562e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -16475914.000000 Penalty: 3882.451904
	Iteration 39Q: 3 clusters Score -1.647591e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 131201 members 
Entering Unmasked Estep 
Score: -16476203.000000 Penalty: 3882.451904
	Iteration 40F: 3 clusters Score -1.64762e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -16476474.000000 Penalty: 3882.451904
	Iteration 41Q: 3 clusters Score -1.647647e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -16476716.000000 Penalty: 3882.451904
	Iteration 42Q: 3 clusters Score -1.647672e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
Score: -16477062.000000 Penalty: 3882.451904
	Iteration 43Q: 3 clusters Score -1.647706e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -16477429.000000 Penalty: 3882.451904
	Iteration 44Q: 3 clusters Score -1.647743e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -16477699.000000 Penalty: 3882.451904
	Iteration 45Q: 3 clusters Score -1.64777e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -16477950.000000 Penalty: 3882.451904
	Iteration 46Q: 3 clusters Score -1.647795e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -16478161.000000 Penalty: 3882.451904
	Iteration 47Q: 3 clusters Score -1.647816e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 139472 members 
Entering Unmasked Estep 
Score: -16478333.000000 Penalty: 3882.451904
	Iteration 48Q: 3 clusters Score -1.647833e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -16478504.000000 Penalty: 3882.451904
	Iteration 49Q: 3 clusters Score -1.64785e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 141196 members 
Entering Unmasked Estep 
Score: -16478706.000000 Penalty: 3882.451904
	Iteration 50Q: 3 clusters Score -1.647871e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -16478840.000000 Penalty: 3882.451904
	Iteration 51Q: 3 clusters Score -1.647884e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 142815 members 
Entering Unmasked Estep 
Score: -16479120.000000 Penalty: 3882.451904
	Iteration 52Q: 3 clusters Score -1.647912e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 143537 members 
Entering Unmasked Estep 
Score: -16479379.000000 Penalty: 3882.451904
	Iteration 53Q: 3 clusters Score -1.647938e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -16479527.000000 Penalty: 3882.451904
	Iteration 54Q: 3 clusters Score -1.647953e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -16479669.000000 Penalty: 3882.451904
	Iteration 55Q: 3 clusters Score -1.647967e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 145536 members 
Entering Unmasked Estep 
Score: -16479804.000000 Penalty: 3882.451904
	Iteration 56Q: 3 clusters Score -1.64798e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -16479935.000000 Penalty: 3882.451904
	Iteration 57Q: 3 clusters Score -1.647994e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -16480104.000000 Penalty: 3882.451904
	Iteration 58Q: 3 clusters Score -1.64801e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -16480216.000000 Penalty: 3882.451904
	Iteration 59Q: 3 clusters Score -1.648022e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 147554 members 
Entering Unmasked Estep 
Score: -16480310.000000 Penalty: 3882.451904
	Iteration 60F: 3 clusters Score -1.648031e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -16480419.000000 Penalty: 3882.451904
	Iteration 61Q: 3 clusters Score -1.648042e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -16480520.000000 Penalty: 3882.451904
	Iteration 62Q: 3 clusters Score -1.648052e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -16480564.000000 Penalty: 3882.451904
	Iteration 63Q: 3 clusters Score -1.648056e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -16480653.000000 Penalty: 3882.451904
	Iteration 64Q: 3 clusters Score -1.648065e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 149258 members 
Entering Unmasked Estep 
Score: -16480670.000000 Penalty: 3882.451904
	Iteration 65Q: 3 clusters Score -1.648067e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -16480765.000000 Penalty: 3882.451904
	Iteration 66Q: 3 clusters Score -1.648076e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -16480740.000000 Penalty: 3882.451904
	Iteration 67Q: 3 clusters Score -1.648074e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 149999 members 
Entering Unmasked Estep 
Score: -16480719.000000 Penalty: 3882.451904
	Iteration 68Q: 3 clusters Score -1.648072e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -16480761.000000 Penalty: 3882.451904
	Iteration 69Q: 3 clusters Score -1.648076e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -16480783.000000 Penalty: 3882.451904
	Iteration 70Q: 3 clusters Score -1.648078e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -16480761.000000 Penalty: 3882.451904
	Iteration 71Q: 3 clusters Score -1.648076e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -16480785.000000 Penalty: 3882.451904
	Iteration 72Q: 3 clusters Score -1.648078e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -16480756.000000 Penalty: 3882.451904
	Iteration 73Q: 3 clusters Score -1.648076e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 150760 members 
Entering Unmasked Estep 
Score: -16480772.000000 Penalty: 3882.451904
	Iteration 74Q: 3 clusters Score -1.648077e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -16480790.000000 Penalty: 3882.451904
	Iteration 75Q: 3 clusters Score -1.648079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 150915 members 
Entering Unmasked Estep 
Score: -16480761.000000 Penalty: 3882.451904
	Iteration 76Q: 3 clusters Score -1.648076e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -16480754.000000 Penalty: 3882.451904
	Iteration 77Q: 3 clusters Score -1.648075e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -16480764.000000 Penalty: 3882.451904
	Iteration 78Q: 3 clusters Score -1.648076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -16480767.000000 Penalty: 3882.451904
	Iteration 79Q: 3 clusters Score -1.648077e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -16480787.000000 Penalty: 3882.451904
	Iteration 80F: 3 clusters Score -1.648079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -16480792.000000 Penalty: 3882.451904
	Iteration 81Q: 3 clusters Score -1.648079e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -16480800.000000 Penalty: 3882.451904
	Iteration 82Q: 3 clusters Score -1.64808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -16480811.000000 Penalty: 3882.451904
	Iteration 83Q: 3 clusters Score -1.648081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -16480829.000000 Penalty: 3882.451904
	Iteration 84Q: 3 clusters Score -1.648083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -16480828.000000 Penalty: 3882.451904
	Iteration 85Q: 3 clusters Score -1.648083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 151400 members 
Entering Unmasked Estep 
Score: -16480840.000000 Penalty: 3882.451904
	Iteration 86Q: 3 clusters Score -1.648084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -16480833.000000 Penalty: 3882.451904
	Iteration 87Q: 3 clusters Score -1.648083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -16480840.000000 Penalty: 3882.451904
	Iteration 88Q: 3 clusters Score -1.648084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -16480859.000000 Penalty: 3882.451904
	Iteration 89Q: 3 clusters Score -1.648086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -16480837.000000 Penalty: 3882.451904
	Iteration 90Q: 3 clusters Score -1.648084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -16480835.000000 Penalty: 3882.451904
	Iteration 91Q: 3 clusters Score -1.648084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -16480849.000000 Penalty: 3882.451904
	Iteration 92Q: 3 clusters Score -1.648085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -16480838.000000 Penalty: 3882.451904
	Iteration 93Q: 3 clusters Score -1.648084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 151628 members 
Entering Unmasked Estep 
Score: -16480844.000000 Penalty: 3882.451904
	Iteration 94Q: 3 clusters Score -1.648084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -16480845.000000 Penalty: 3882.451904
	Iteration 95Q: 3 clusters Score -1.648084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -16480852.000000 Penalty: 3882.451904
	Iteration 96Q: 3 clusters Score -1.648085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -16480854.000000 Penalty: 3882.451904
	Iteration 97Q: 3 clusters Score -1.648085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 151667 members 
Entering Unmasked Estep 
Score: -16480848.000000 Penalty: 3882.451904
	Iteration 98Q: 3 clusters Score -1.648085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -16480842.000000 Penalty: 3882.451904
	Iteration 99Q: 3 clusters Score -1.648084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -16480857.000000 Penalty: 3882.451904
	Iteration 100F: 3 clusters Score -1.648086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -16480854.000000 Penalty: 3882.451904
	Iteration 101Q: 3 clusters Score -1.648085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -16480862.000000 Penalty: 3882.451904
	Iteration 102Q: 3 clusters Score -1.648086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -16480868.000000 Penalty: 3882.451904
	Iteration 103Q: 3 clusters Score -1.648087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 151732 members 
Entering Unmasked Estep 
Score: -16480872.000000 Penalty: 3882.451904
	Iteration 104Q: 3 clusters Score -1.648087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 151740 members 
Entering Unmasked Estep 
Score: -16480877.000000 Penalty: 3882.451904
	Iteration 105Q: 3 clusters Score -1.648088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -16480883.000000 Penalty: 3882.451904
	Iteration 106Q: 3 clusters Score -1.648088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -16480877.000000 Penalty: 3882.451904
	Iteration 107Q: 3 clusters Score -1.648088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -16480883.000000 Penalty: 3882.451904
	Iteration 108Q: 3 clusters Score -1.648088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -16480871.000000 Penalty: 3882.451904
	Iteration 109Q: 3 clusters Score -1.648087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -16480863.000000 Penalty: 3882.451904
	Iteration 110Q: 3 clusters Score -1.648086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -16480868.000000 Penalty: 3882.451904
	Iteration 111Q: 3 clusters Score -1.648087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -16480866.000000 Penalty: 3882.451904
	Iteration 112Q: 3 clusters Score -1.648087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -16480872.000000 Penalty: 3882.451904
	Iteration 113Q: 3 clusters Score -1.648087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -16480875.000000 Penalty: 3882.451904
	Iteration 114Q: 3 clusters Score -1.648088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -16480875.000000 Penalty: 3882.451904
	Iteration 115F: 3 clusters Score -1.648088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -153391.875000 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -153391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -151643.437500 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -151643.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152016.515625 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -152016.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152127.937500 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -152127.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152197.625000 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -152197.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152234.828125 Penalty: 2368.679443
	Iteration 4Q: 3 clusters Score -152234.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152263.781250 Penalty: 2368.679443
	Iteration 5Q: 3 clusters Score -152263.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152281.859375 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -152281.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152293.781250 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -152293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152303.765625 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -152303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152313.359375 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -152313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152319.593750 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -152319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152326.046875 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -152326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152334.312500 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -152334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152341.625000 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -152341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152348.765625 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -152348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152355.937500 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -152355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152360.640625 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -152360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152368.421875 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -152368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152374.406250 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -152374.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152380.687500 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -152380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152384.359375 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -152384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152386.281250 Penalty: 2368.679443
	Iteration 21Q: 3 clusters Score -152386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152386.656250 Penalty: 2368.679443
	Iteration 22Q: 3 clusters Score -152386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152386.984375 Penalty: 2368.679443
	Iteration 23Q: 3 clusters Score -152387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152387.718750 Penalty: 2368.679443
	Iteration 24Q: 3 clusters Score -152387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152388.296875 Penalty: 2368.679443
	Iteration 25Q: 3 clusters Score -152388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152388.296875 Penalty: 2368.679443
	Iteration 26F: 3 clusters Score -152388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -486328.218750 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -486328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -482624.937500 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -482624.9 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -483584.906250 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -483584.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -483740.343750 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -483740.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -483835.343750 Penalty: 2733.989990
	Iteration 3Q: 3 clusters Score -483835.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -483900.718750 Penalty: 2733.989990
	Iteration 4Q: 3 clusters Score -483900.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -483952.906250 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -483952.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -483990.250000 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -483990.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -484018.718750 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -484018.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -484037.625000 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -484037.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -484055.875000 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -484055.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -484074.468750 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -484074.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -484093.437500 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -484093.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -484112.812500 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -484112.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -484129.281250 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -484129.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -484149.781250 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -484149.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -484169.937500 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -484169.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -484184.781250 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -484184.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -484202.687500 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -484202.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -484227.031250 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -484227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -484256.625000 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -484256.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -484288.343750 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -484288.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -484325.000000 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -484325 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -484362.687500 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -484362.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -484409.812500 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -484409.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -484453.062500 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -484453.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -484503.531250 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -484503.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -484558.375000 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -484558.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -484630.843750 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -484630.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -484693.781250 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -484693.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -484749.156250 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -484749.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -484795.593750 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -484795.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -484832.593750 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -484832.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -484866.531250 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -484866.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -484896.968750 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -484897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -484922.656250 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -484922.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -484943.781250 Penalty: 2733.989990
	Iteration 35Q: 3 clusters Score -484943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -484962.718750 Penalty: 2733.989990
	Iteration 36Q: 3 clusters Score -484962.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -484979.562500 Penalty: 2733.989990
	Iteration 37Q: 3 clusters Score -484979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -484993.218750 Penalty: 2733.989990
	Iteration 38Q: 3 clusters Score -484993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -485015.156250 Penalty: 2733.989990
	Iteration 39Q: 3 clusters Score -485015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -485032.093750 Penalty: 2733.989990
	Iteration 40F: 3 clusters Score -485032.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -485047.343750 Penalty: 2733.989990
	Iteration 41Q: 3 clusters Score -485047.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -485063.156250 Penalty: 2733.989990
	Iteration 42Q: 3 clusters Score -485063.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -485076.625000 Penalty: 2733.989990
	Iteration 43Q: 3 clusters Score -485076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -485091.093750 Penalty: 2733.989990
	Iteration 44Q: 3 clusters Score -485091.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -485108.406250 Penalty: 2733.989990
	Iteration 45Q: 3 clusters Score -485108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -485118.687500 Penalty: 2733.989990
	Iteration 46Q: 3 clusters Score -485118.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -485126.937500 Penalty: 2733.989990
	Iteration 47Q: 3 clusters Score -485126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -485135.437500 Penalty: 2733.989990
	Iteration 48Q: 3 clusters Score -485135.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -485140.531250 Penalty: 2733.989990
	Iteration 49Q: 3 clusters Score -485140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -485143.968750 Penalty: 2733.989990
	Iteration 50Q: 3 clusters Score -485144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -485145.843750 Penalty: 2733.989990
	Iteration 51Q: 3 clusters Score -485145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -485146.718750 Penalty: 2733.989990
	Iteration 52Q: 3 clusters Score -485146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -485146.718750 Penalty: 2733.989990
	Iteration 53F: 3 clusters Score -485146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Entering Unmasked Estep 
Score: -1427972.000000 Penalty: 1540.795288
	Iteration 0F: 2 clusters Score -1427972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1418804.250000 Penalty: 3081.590576
	Iteration 0F: 3 clusters Score -1418804 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1422143.125000 Penalty: 3081.590576
	Iteration 1F: 3 clusters Score -1422143 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1422643.375000 Penalty: 3081.590576
	Iteration 2F: 3 clusters Score -1422643 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1423241.625000 Penalty: 3081.590576
	Iteration 3F: 3 clusters Score -1423242 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1423971.750000 Penalty: 3081.590576
	Iteration 4F: 3 clusters Score -1423972 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1424781.375000 Penalty: 3081.590576
	Iteration 5F: 3 clusters Score -1424781 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1425649.375000 Penalty: 3081.590576
	Iteration 6F: 3 clusters Score -1425649 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1426335.750000 Penalty: 3081.590576
	Iteration 7F: 3 clusters Score -1426336 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1426740.500000 Penalty: 3081.590576
	Iteration 8Q: 3 clusters Score -1426740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1426943.250000 Penalty: 3081.590576
	Iteration 9Q: 3 clusters Score -1426943 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1427047.375000 Penalty: 3081.590576
	Iteration 10Q: 3 clusters Score -1427047 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1427118.750000 Penalty: 3081.590576
	Iteration 11Q: 3 clusters Score -1427119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1427170.500000 Penalty: 3081.590576
	Iteration 12Q: 3 clusters Score -1427170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1427201.500000 Penalty: 3081.590576
	Iteration 13Q: 3 clusters Score -1427202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1427217.875000 Penalty: 3081.590576
	Iteration 14Q: 3 clusters Score -1427218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1427235.125000 Penalty: 3081.590576
	Iteration 15Q: 3 clusters Score -1427235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1427247.500000 Penalty: 3081.590576
	Iteration 16Q: 3 clusters Score -1427248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1427249.500000 Penalty: 3081.590576
	Iteration 17Q: 3 clusters Score -1427250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1427254.625000 Penalty: 3081.590576
	Iteration 18Q: 3 clusters Score -1427255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1427260.750000 Penalty: 3081.590576
	Iteration 19Q: 3 clusters Score -1427261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1427269.500000 Penalty: 3081.590576
	Iteration 20F: 3 clusters Score -1427270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1427276.250000 Penalty: 3081.590576
	Iteration 21Q: 3 clusters Score -1427276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1427281.875000 Penalty: 3081.590576
	Iteration 22Q: 3 clusters Score -1427282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1427287.625000 Penalty: 3081.590576
	Iteration 23Q: 3 clusters Score -1427288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1427289.875000 Penalty: 3081.590576
	Iteration 24Q: 3 clusters Score -1427290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1427289.875000 Penalty: 3081.590576
	Iteration 25Q: 3 clusters Score -1427290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1427294.125000 Penalty: 3081.590576
	Iteration 26Q: 3 clusters Score -1427294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1427297.000000 Penalty: 3081.590576
	Iteration 27Q: 3 clusters Score -1427297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1427298.750000 Penalty: 3081.590576
	Iteration 28Q: 3 clusters Score -1427299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1427299.000000 Penalty: 3081.590576
	Iteration 29Q: 3 clusters Score -1427299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1427298.625000 Penalty: 3081.590576
	Iteration 30Q: 3 clusters Score -1427299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1427299.750000 Penalty: 3081.590576
	Iteration 31Q: 3 clusters Score -1427300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1427301.000000 Penalty: 3081.590576
	Iteration 32Q: 3 clusters Score -1427301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1427302.125000 Penalty: 3081.590576
	Iteration 33Q: 3 clusters Score -1427302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1427302.250000 Penalty: 3081.590576
	Iteration 34Q: 3 clusters Score -1427302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1427302.875000 Penalty: 3081.590576
	Iteration 35Q: 3 clusters Score -1427303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1427302.625000 Penalty: 3081.590576
	Iteration 36Q: 3 clusters Score -1427303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1427302.625000 Penalty: 3081.590576
	Iteration 37F: 3 clusters Score -1427303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -1366256.750000 Penalty: 1541.191162
	Iteration 0F: 2 clusters Score -1366257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1356947.500000 Penalty: 3082.382324
	Iteration 0F: 3 clusters Score -1356948 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1360320.500000 Penalty: 3082.382324
	Iteration 1F: 3 clusters Score -1360320 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1360753.625000 Penalty: 3082.382324
	Iteration 2F: 3 clusters Score -1360754 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1361240.250000 Penalty: 3082.382324
	Iteration 3F: 3 clusters Score -1361240 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1361811.750000 Penalty: 3082.382324
	Iteration 4F: 3 clusters Score -1361812 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1362349.250000 Penalty: 3082.382324
	Iteration 5F: 3 clusters Score -1362349 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1362816.250000 Penalty: 3082.382324
	Iteration 6F: 3 clusters Score -1362816 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1363189.000000 Penalty: 3082.382324
	Iteration 7Q: 3 clusters Score -1363189 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1363491.625000 Penalty: 3082.382324
	Iteration 8Q: 3 clusters Score -1363492 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1363774.250000 Penalty: 3082.382324
	Iteration 9Q: 3 clusters Score -1363774 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1364084.000000 Penalty: 3082.382324
	Iteration 10Q: 3 clusters Score -1364084 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1364369.250000 Penalty: 3082.382324
	Iteration 11Q: 3 clusters Score -1364369 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1364598.500000 Penalty: 3082.382324
	Iteration 12Q: 3 clusters Score -1364598 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1364730.250000 Penalty: 3082.382324
	Iteration 13Q: 3 clusters Score -1364730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1364802.750000 Penalty: 3082.382324
	Iteration 14Q: 3 clusters Score -1364803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1364846.000000 Penalty: 3082.382324
	Iteration 15Q: 3 clusters Score -1364846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1364876.500000 Penalty: 3082.382324
	Iteration 16Q: 3 clusters Score -1364876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1364900.750000 Penalty: 3082.382324
	Iteration 17Q: 3 clusters Score -1364901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1364917.125000 Penalty: 3082.382324
	Iteration 18Q: 3 clusters Score -1364917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1364926.625000 Penalty: 3082.382324
	Iteration 19Q: 3 clusters Score -1364927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1364936.000000 Penalty: 3082.382324
	Iteration 20F: 3 clusters Score -1364936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1364940.875000 Penalty: 3082.382324
	Iteration 21Q: 3 clusters Score -1364941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1364945.750000 Penalty: 3082.382324
	Iteration 22Q: 3 clusters Score -1364946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1364948.000000 Penalty: 3082.382324
	Iteration 23Q: 3 clusters Score -1364948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1364947.500000 Penalty: 3082.382324
	Iteration 24Q: 3 clusters Score -1364948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1364951.375000 Penalty: 3082.382324
	Iteration 25Q: 3 clusters Score -1364951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1364952.750000 Penalty: 3082.382324
	Iteration 26Q: 3 clusters Score -1364953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1364957.500000 Penalty: 3082.382324
	Iteration 27Q: 3 clusters Score -1364958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1364958.250000 Penalty: 3082.382324
	Iteration 28Q: 3 clusters Score -1364958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1364963.875000 Penalty: 3082.382324
	Iteration 29Q: 3 clusters Score -1364964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1364972.125000 Penalty: 3082.382324
	Iteration 30Q: 3 clusters Score -1364972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1364977.875000 Penalty: 3082.382324
	Iteration 31Q: 3 clusters Score -1364978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1364978.000000 Penalty: 3082.382324
	Iteration 32Q: 3 clusters Score -1364978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1364983.125000 Penalty: 3082.382324
	Iteration 33Q: 3 clusters Score -1364983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1364991.000000 Penalty: 3082.382324
	Iteration 34Q: 3 clusters Score -1364991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1364999.250000 Penalty: 3082.382324
	Iteration 35Q: 3 clusters Score -1364999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1365001.875000 Penalty: 3082.382324
	Iteration 36Q: 3 clusters Score -1365002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1365009.125000 Penalty: 3082.382324
	Iteration 37Q: 3 clusters Score -1365009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1365014.125000 Penalty: 3082.382324
	Iteration 38Q: 3 clusters Score -1365014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1365019.000000 Penalty: 3082.382324
	Iteration 39Q: 3 clusters Score -1365019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1365027.125000 Penalty: 3082.382324
	Iteration 40F: 3 clusters Score -1365027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1365028.125000 Penalty: 3082.382324
	Iteration 41Q: 3 clusters Score -1365028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1365031.625000 Penalty: 3082.382324
	Iteration 42Q: 3 clusters Score -1365032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1365034.000000 Penalty: 3082.382324
	Iteration 43Q: 3 clusters Score -1365034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1365034.250000 Penalty: 3082.382324
	Iteration 44Q: 3 clusters Score -1365034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1365038.625000 Penalty: 3082.382324
	Iteration 45Q: 3 clusters Score -1365039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1365042.000000 Penalty: 3082.382324
	Iteration 46Q: 3 clusters Score -1365042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1365043.375000 Penalty: 3082.382324
	Iteration 47Q: 3 clusters Score -1365043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1365047.500000 Penalty: 3082.382324
	Iteration 48Q: 3 clusters Score -1365048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1365052.375000 Penalty: 3082.382324
	Iteration 49Q: 3 clusters Score -1365052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1365056.875000 Penalty: 3082.382324
	Iteration 50Q: 3 clusters Score -1365057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1365059.250000 Penalty: 3082.382324
	Iteration 51Q: 3 clusters Score -1365059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1365060.125000 Penalty: 3082.382324
	Iteration 52Q: 3 clusters Score -1365060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1365063.125000 Penalty: 3082.382324
	Iteration 53Q: 3 clusters Score -1365063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1365069.375000 Penalty: 3082.382324
	Iteration 54Q: 3 clusters Score -1365069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1365070.125000 Penalty: 3082.382324
	Iteration 55Q: 3 clusters Score -1365070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1365071.250000 Penalty: 3082.382324
	Iteration 56Q: 3 clusters Score -1365071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1365072.375000 Penalty: 3082.382324
	Iteration 57Q: 3 clusters Score -1365072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1365075.375000 Penalty: 3082.382324
	Iteration 58Q: 3 clusters Score -1365075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1365076.875000 Penalty: 3082.382324
	Iteration 59Q: 3 clusters Score -1365077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1365080.125000 Penalty: 3082.382324
	Iteration 60F: 3 clusters Score -1365080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1365083.875000 Penalty: 3082.382324
	Iteration 61Q: 3 clusters Score -1365084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1365086.250000 Penalty: 3082.382324
	Iteration 62Q: 3 clusters Score -1365086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1365088.375000 Penalty: 3082.382324
	Iteration 63Q: 3 clusters Score -1365088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1365089.750000 Penalty: 3082.382324
	Iteration 64Q: 3 clusters Score -1365090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1365091.625000 Penalty: 3082.382324
	Iteration 65Q: 3 clusters Score -1365092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1365092.875000 Penalty: 3082.382324
	Iteration 66Q: 3 clusters Score -1365093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1365090.625000 Penalty: 3082.382324
	Iteration 67Q: 3 clusters Score -1365091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1365090.625000 Penalty: 3082.382324
	Iteration 68Q: 3 clusters Score -1365091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1365090.625000 Penalty: 3082.382324
	Iteration 69F: 3 clusters Score -1365091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -1198336.500000 Penalty: 1512.020386
	Iteration 0F: 2 clusters Score -1198336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1190537.375000 Penalty: 3024.040771
	Iteration 0F: 3 clusters Score -1190537 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1193069.875000 Penalty: 3024.040771
	Iteration 1F: 3 clusters Score -1193070 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1193266.125000 Penalty: 3024.040771
	Iteration 2F: 3 clusters Score -1193266 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1193413.125000 Penalty: 3024.040771
	Iteration 3Q: 3 clusters Score -1193413 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1193572.125000 Penalty: 3024.040771
	Iteration 4Q: 3 clusters Score -1193572 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1193713.750000 Penalty: 3024.040771
	Iteration 5Q: 3 clusters Score -1193714 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1193894.750000 Penalty: 3024.040771
	Iteration 6Q: 3 clusters Score -1193895 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1194097.375000 Penalty: 3024.040771
	Iteration 7Q: 3 clusters Score -1194097 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1194363.000000 Penalty: 3024.040771
	Iteration 8Q: 3 clusters Score -1194363 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1194701.000000 Penalty: 3024.040771
	Iteration 9Q: 3 clusters Score -1194701 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1195189.000000 Penalty: 3024.040771
	Iteration 10F: 3 clusters Score -1195189 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1195780.375000 Penalty: 3024.040771
	Iteration 11F: 3 clusters Score -1195780 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1196273.000000 Penalty: 3024.040771
	Iteration 12Q: 3 clusters Score -1196273 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1196583.500000 Penalty: 3024.040771
	Iteration 13Q: 3 clusters Score -1196584 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1196746.625000 Penalty: 3024.040771
	Iteration 14Q: 3 clusters Score -1196747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1196854.625000 Penalty: 3024.040771
	Iteration 15Q: 3 clusters Score -1196855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1196909.750000 Penalty: 3024.040771
	Iteration 16Q: 3 clusters Score -1196910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1196943.000000 Penalty: 3024.040771
	Iteration 17Q: 3 clusters Score -1196943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1196968.750000 Penalty: 3024.040771
	Iteration 18Q: 3 clusters Score -1196969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1196988.000000 Penalty: 3024.040771
	Iteration 19Q: 3 clusters Score -1196988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1197012.500000 Penalty: 3024.040771
	Iteration 20F: 3 clusters Score -1197012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1197027.250000 Penalty: 3024.040771
	Iteration 21Q: 3 clusters Score -1197027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1197038.375000 Penalty: 3024.040771
	Iteration 22Q: 3 clusters Score -1197038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1197045.875000 Penalty: 3024.040771
	Iteration 23Q: 3 clusters Score -1197046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1197051.125000 Penalty: 3024.040771
	Iteration 24Q: 3 clusters Score -1197051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1197053.875000 Penalty: 3024.040771
	Iteration 25Q: 3 clusters Score -1197054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1197054.500000 Penalty: 3024.040771
	Iteration 26Q: 3 clusters Score -1197054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1197054.500000 Penalty: 3024.040771
	Iteration 27F: 3 clusters Score -1197054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Entering Unmasked Estep 
Score: -1605050.625000 Penalty: 1559.395996
	Iteration 0F: 2 clusters Score -1605051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1594847.625000 Penalty: 3118.791992
	Iteration 0F: 3 clusters Score -1594848 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1598275.375000 Penalty: 3118.791992
	Iteration 1F: 3 clusters Score -1598275 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1598571.750000 Penalty: 3118.791992
	Iteration 2F: 3 clusters Score -1598572 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1598840.125000 Penalty: 3118.791992
	Iteration 3Q: 3 clusters Score -1598840 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1599117.750000 Penalty: 3118.791992
	Iteration 4Q: 3 clusters Score -1599118 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1599436.875000 Penalty: 3118.791992
	Iteration 5Q: 3 clusters Score -1599437 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1599849.000000 Penalty: 3118.791992
	Iteration 6Q: 3 clusters Score -1599849 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1600395.000000 Penalty: 3118.791992
	Iteration 7F: 3 clusters Score -1600395 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1601165.625000 Penalty: 3118.791992
	Iteration 8F: 3 clusters Score -1601166 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1601934.375000 Penalty: 3118.791992
	Iteration 9F: 3 clusters Score -1601934 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1602518.625000 Penalty: 3118.791992
	Iteration 10Q: 3 clusters Score -1602519 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1602837.250000 Penalty: 3118.791992
	Iteration 11Q: 3 clusters Score -1602837 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1603042.250000 Penalty: 3118.791992
	Iteration 12Q: 3 clusters Score -1603042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1603192.000000 Penalty: 3118.791992
	Iteration 13Q: 3 clusters Score -1603192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1603301.000000 Penalty: 3118.791992
	Iteration 14Q: 3 clusters Score -1603301 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1603362.000000 Penalty: 3118.791992
	Iteration 15Q: 3 clusters Score -1603362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1603416.000000 Penalty: 3118.791992
	Iteration 16Q: 3 clusters Score -1603416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1603453.125000 Penalty: 3118.791992
	Iteration 17Q: 3 clusters Score -1603453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1603483.750000 Penalty: 3118.791992
	Iteration 18Q: 3 clusters Score -1603484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1603499.750000 Penalty: 3118.791992
	Iteration 19Q: 3 clusters Score -1603500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1603519.500000 Penalty: 3118.791992
	Iteration 20F: 3 clusters Score -1603520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1603524.750000 Penalty: 3118.791992
	Iteration 21Q: 3 clusters Score -1603525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1603538.875000 Penalty: 3118.791992
	Iteration 22Q: 3 clusters Score -1603539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1603556.625000 Penalty: 3118.791992
	Iteration 23Q: 3 clusters Score -1603557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1603566.625000 Penalty: 3118.791992
	Iteration 24Q: 3 clusters Score -1603567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1603581.125000 Penalty: 3118.791992
	Iteration 25Q: 3 clusters Score -1603581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1603588.500000 Penalty: 3118.791992
	Iteration 26Q: 3 clusters Score -1603588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1603603.125000 Penalty: 3118.791992
	Iteration 27Q: 3 clusters Score -1603603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1603614.750000 Penalty: 3118.791992
	Iteration 28Q: 3 clusters Score -1603615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1603629.875000 Penalty: 3118.791992
	Iteration 29Q: 3 clusters Score -1603630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1603640.750000 Penalty: 3118.791992
	Iteration 30Q: 3 clusters Score -1603641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1603651.375000 Penalty: 3118.791992
	Iteration 31Q: 3 clusters Score -1603651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1603663.125000 Penalty: 3118.791992
	Iteration 32Q: 3 clusters Score -1603663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1603676.000000 Penalty: 3118.791992
	Iteration 33Q: 3 clusters Score -1603676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1603691.000000 Penalty: 3118.791992
	Iteration 34Q: 3 clusters Score -1603691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1603706.250000 Penalty: 3118.791992
	Iteration 35Q: 3 clusters Score -1603706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1603720.625000 Penalty: 3118.791992
	Iteration 36Q: 3 clusters Score -1603721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1603732.250000 Penalty: 3118.791992
	Iteration 37Q: 3 clusters Score -1603732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1603744.750000 Penalty: 3118.791992
	Iteration 38Q: 3 clusters Score -1603745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1603757.000000 Penalty: 3118.791992
	Iteration 39Q: 3 clusters Score -1603757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1603762.000000 Penalty: 3118.791992
	Iteration 40F: 3 clusters Score -1603762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1603774.125000 Penalty: 3118.791992
	Iteration 41Q: 3 clusters Score -1603774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1603777.625000 Penalty: 3118.791992
	Iteration 42Q: 3 clusters Score -1603778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1603779.750000 Penalty: 3118.791992
	Iteration 43Q: 3 clusters Score -1603780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1603784.625000 Penalty: 3118.791992
	Iteration 44Q: 3 clusters Score -1603785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1603790.125000 Penalty: 3118.791992
	Iteration 45Q: 3 clusters Score -1603790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1603791.375000 Penalty: 3118.791992
	Iteration 46Q: 3 clusters Score -1603791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1603792.625000 Penalty: 3118.791992
	Iteration 47Q: 3 clusters Score -1603793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1603793.875000 Penalty: 3118.791992
	Iteration 48Q: 3 clusters Score -1603794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1603792.875000 Penalty: 3118.791992
	Iteration 49Q: 3 clusters Score -1603793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1603794.750000 Penalty: 3118.791992
	Iteration 50Q: 3 clusters Score -1603795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1603795.625000 Penalty: 3118.791992
	Iteration 51Q: 3 clusters Score -1603796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1603794.750000 Penalty: 3118.791992
	Iteration 52Q: 3 clusters Score -1603795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1603794.750000 Penalty: 3118.791992
	Iteration 53F: 3 clusters Score -1603795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (58361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Entering Unmasked Estep 
Score: -6106954.000000 Penalty: 1783.340576
	Iteration 0F: 2 clusters Score -6106954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6067965.500000 Penalty: 3566.681152
	Iteration 0F: 3 clusters Score -6067966 nChanged 27660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6083634.000000 Penalty: 3566.681152
	Iteration 1F: 3 clusters Score -6083634 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6084128.000000 Penalty: 3566.681152
	Iteration 2Q: 3 clusters Score -6084128 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6084662.000000 Penalty: 3566.681152
	Iteration 3Q: 3 clusters Score -6084662 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -6085202.500000 Penalty: 3566.681152
	Iteration 4Q: 3 clusters Score -6085202 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -6085804.500000 Penalty: 3566.681152
	Iteration 5Q: 3 clusters Score -6085804 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -6086593.500000 Penalty: 3566.681152
	Iteration 6Q: 3 clusters Score -6086594 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -6087605.000000 Penalty: 3566.681152
	Iteration 7Q: 3 clusters Score -6087605 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -6089046.500000 Penalty: 3566.681152
	Iteration 8Q: 3 clusters Score -6089046 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -6090906.000000 Penalty: 3566.681152
	Iteration 9F: 3 clusters Score -6090906 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6093354.000000 Penalty: 3566.681152
	Iteration 10F: 3 clusters Score -6093354 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6095941.500000 Penalty: 3566.681152
	Iteration 11F: 3 clusters Score -6095942 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6098254.500000 Penalty: 3566.681152
	Iteration 12F: 3 clusters Score -6098254 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -6099897.000000 Penalty: 3566.681152
	Iteration 13Q: 3 clusters Score -6099897 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -6100967.000000 Penalty: 3566.681152
	Iteration 14Q: 3 clusters Score -6100967 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6101798.500000 Penalty: 3566.681152
	Iteration 15Q: 3 clusters Score -6101798 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -6102500.500000 Penalty: 3566.681152
	Iteration 16Q: 3 clusters Score -6102500 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -6103089.500000 Penalty: 3566.681152
	Iteration 17Q: 3 clusters Score -6103090 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -6103556.500000 Penalty: 3566.681152
	Iteration 18Q: 3 clusters Score -6103556 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6103887.000000 Penalty: 3566.681152
	Iteration 19Q: 3 clusters Score -6103887 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -6104199.500000 Penalty: 3566.681152
	Iteration 20F: 3 clusters Score -6104200 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6104401.000000 Penalty: 3566.681152
	Iteration 21Q: 3 clusters Score -6104401 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6104627.000000 Penalty: 3566.681152
	Iteration 22Q: 3 clusters Score -6104627 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -6104802.500000 Penalty: 3566.681152
	Iteration 23Q: 3 clusters Score -6104802 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6104970.500000 Penalty: 3566.681152
	Iteration 24Q: 3 clusters Score -6104970 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -6105102.000000 Penalty: 3566.681152
	Iteration 25Q: 3 clusters Score -6105102 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -6105185.000000 Penalty: 3566.681152
	Iteration 26Q: 3 clusters Score -6105185 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6105280.500000 Penalty: 3566.681152
	Iteration 27Q: 3 clusters Score -6105280 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -6105351.500000 Penalty: 3566.681152
	Iteration 28Q: 3 clusters Score -6105352 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6105399.000000 Penalty: 3566.681152
	Iteration 29Q: 3 clusters Score -6105399 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -6105465.000000 Penalty: 3566.681152
	Iteration 30Q: 3 clusters Score -6105465 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6105520.000000 Penalty: 3566.681152
	Iteration 31Q: 3 clusters Score -6105520 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -6105547.000000 Penalty: 3566.681152
	Iteration 32Q: 3 clusters Score -6105547 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6105612.000000 Penalty: 3566.681152
	Iteration 33Q: 3 clusters Score -6105612 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -6105662.500000 Penalty: 3566.681152
	Iteration 34Q: 3 clusters Score -6105662 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -6105687.500000 Penalty: 3566.681152
	Iteration 35Q: 3 clusters Score -6105688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -6105696.000000 Penalty: 3566.681152
	Iteration 36Q: 3 clusters Score -6105696 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6105724.000000 Penalty: 3566.681152
	Iteration 37Q: 3 clusters Score -6105724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -6105744.000000 Penalty: 3566.681152
	Iteration 38Q: 3 clusters Score -6105744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -6105777.500000 Penalty: 3566.681152
	Iteration 39Q: 3 clusters Score -6105778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -6105803.000000 Penalty: 3566.681152
	Iteration 40F: 3 clusters Score -6105803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -6105816.500000 Penalty: 3566.681152
	Iteration 41Q: 3 clusters Score -6105816 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -6105811.000000 Penalty: 3566.681152
	Iteration 42Q: 3 clusters Score -6105811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6105821.000000 Penalty: 3566.681152
	Iteration 43Q: 3 clusters Score -6105821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6105839.500000 Penalty: 3566.681152
	Iteration 44Q: 3 clusters Score -6105840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -6105860.000000 Penalty: 3566.681152
	Iteration 45Q: 3 clusters Score -6105860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -6105864.500000 Penalty: 3566.681152
	Iteration 46Q: 3 clusters Score -6105864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -6105861.500000 Penalty: 3566.681152
	Iteration 47Q: 3 clusters Score -6105862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -6105860.500000 Penalty: 3566.681152
	Iteration 48Q: 3 clusters Score -6105860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -6105866.500000 Penalty: 3566.681152
	Iteration 49Q: 3 clusters Score -6105866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -6105873.500000 Penalty: 3566.681152
	Iteration 50Q: 3 clusters Score -6105874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6105861.000000 Penalty: 3566.681152
	Iteration 51Q: 3 clusters Score -6105861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -6105864.500000 Penalty: 3566.681152
	Iteration 52Q: 3 clusters Score -6105864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -6105869.500000 Penalty: 3566.681152
	Iteration 53Q: 3 clusters Score -6105870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6105878.500000 Penalty: 3566.681152
	Iteration 54Q: 3 clusters Score -6105878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6105869.000000 Penalty: 3566.681152
	Iteration 55Q: 3 clusters Score -6105869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -6105888.500000 Penalty: 3566.681152
	Iteration 56Q: 3 clusters Score -6105888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -6105895.500000 Penalty: 3566.681152
	Iteration 57Q: 3 clusters Score -6105896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6105895.000000 Penalty: 3566.681152
	Iteration 58Q: 3 clusters Score -6105895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6105897.000000 Penalty: 3566.681152
	Iteration 59Q: 3 clusters Score -6105897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6105899.500000 Penalty: 3566.681152
	Iteration 60F: 3 clusters Score -6105900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6105897.500000 Penalty: 3566.681152
	Iteration 61Q: 3 clusters Score -6105898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -6105900.000000 Penalty: 3566.681152
	Iteration 62Q: 3 clusters Score -6105900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6105893.500000 Penalty: 3566.681152
	Iteration 63Q: 3 clusters Score -6105894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6105893.500000 Penalty: 3566.681152
	Iteration 64Q: 3 clusters Score -6105894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -6105892.500000 Penalty: 3566.681152
	Iteration 65Q: 3 clusters Score -6105892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -6105885.500000 Penalty: 3566.681152
	Iteration 66Q: 3 clusters Score -6105886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -6105884.000000 Penalty: 3566.681152
	Iteration 67Q: 3 clusters Score -6105884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6105881.500000 Penalty: 3566.681152
	Iteration 68Q: 3 clusters Score -6105882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6105886.500000 Penalty: 3566.681152
	Iteration 69Q: 3 clusters Score -6105886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6105883.500000 Penalty: 3566.681152
	Iteration 70Q: 3 clusters Score -6105884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -6105881.500000 Penalty: 3566.681152
	Iteration 71Q: 3 clusters Score -6105882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -6105887.500000 Penalty: 3566.681152
	Iteration 72Q: 3 clusters Score -6105888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -6105884.000000 Penalty: 3566.681152
	Iteration 73Q: 3 clusters Score -6105884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6105889.000000 Penalty: 3566.681152
	Iteration 74Q: 3 clusters Score -6105889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -6105886.000000 Penalty: 3566.681152
	Iteration 75Q: 3 clusters Score -6105886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -6105883.000000 Penalty: 3566.681152
	Iteration 76Q: 3 clusters Score -6105883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -6105885.000000 Penalty: 3566.681152
	Iteration 77Q: 3 clusters Score -6105885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6105891.000000 Penalty: 3566.681152
	Iteration 78Q: 3 clusters Score -6105891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -6105889.000000 Penalty: 3566.681152
	Iteration 79Q: 3 clusters Score -6105889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -6105894.500000 Penalty: 3566.681152
	Iteration 80F: 3 clusters Score -6105894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -6105891.500000 Penalty: 3566.681152
	Iteration 81Q: 3 clusters Score -6105892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -6105887.000000 Penalty: 3566.681152
	Iteration 82Q: 3 clusters Score -6105887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -6105887.500000 Penalty: 3566.681152
	Iteration 83Q: 3 clusters Score -6105888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6105889.000000 Penalty: 3566.681152
	Iteration 84Q: 3 clusters Score -6105889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -6105891.000000 Penalty: 3566.681152
	Iteration 85Q: 3 clusters Score -6105891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -6105893.000000 Penalty: 3566.681152
	Iteration 86Q: 3 clusters Score -6105893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -6105886.000000 Penalty: 3566.681152
	Iteration 87Q: 3 clusters Score -6105886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -6105892.000000 Penalty: 3566.681152
	Iteration 88Q: 3 clusters Score -6105892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -6105894.500000 Penalty: 3566.681152
	Iteration 89Q: 3 clusters Score -6105894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -6105893.500000 Penalty: 3566.681152
	Iteration 90Q: 3 clusters Score -6105894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -6105887.000000 Penalty: 3566.681152
	Iteration 91Q: 3 clusters Score -6105887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -6105877.000000 Penalty: 3566.681152
	Iteration 92Q: 3 clusters Score -6105877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -6105889.500000 Penalty: 3566.681152
	Iteration 93Q: 3 clusters Score -6105890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -6105898.500000 Penalty: 3566.681152
	Iteration 94Q: 3 clusters Score -6105898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -6105894.000000 Penalty: 3566.681152
	Iteration 95Q: 3 clusters Score -6105894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -6105894.500000 Penalty: 3566.681152
	Iteration 96Q: 3 clusters Score -6105894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -6105896.500000 Penalty: 3566.681152
	Iteration 97Q: 3 clusters Score -6105896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6105896.500000 Penalty: 3566.681152
	Iteration 98Q: 3 clusters Score -6105896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6105896.500000 Penalty: 3566.681152
	Iteration 99F: 3 clusters Score -6105896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -840309.937500 Penalty: 1463.378418
	Iteration 0F: 2 clusters Score -840309.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -834310.500000 Penalty: 2926.756836
	Iteration 0F: 3 clusters Score -834310.5 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -836283.500000 Penalty: 2926.756836
	Iteration 1F: 3 clusters Score -836283.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -836524.125000 Penalty: 2926.756836
	Iteration 2F: 3 clusters Score -836524.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -836718.187500 Penalty: 2926.756836
	Iteration 3F: 3 clusters Score -836718.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -836895.187500 Penalty: 2926.756836
	Iteration 4Q: 3 clusters Score -836895.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -837104.437500 Penalty: 2926.756836
	Iteration 5Q: 3 clusters Score -837104.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -837365.125000 Penalty: 2926.756836
	Iteration 6Q: 3 clusters Score -837365.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -837661.125000 Penalty: 2926.756836
	Iteration 7F: 3 clusters Score -837661.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -837962.312500 Penalty: 2926.756836
	Iteration 8F: 3 clusters Score -837962.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -838320.250000 Penalty: 2926.756836
	Iteration 9F: 3 clusters Score -838320.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -838616.937500 Penalty: 2926.756836
	Iteration 10Q: 3 clusters Score -838616.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -838822.625000 Penalty: 2926.756836
	Iteration 11Q: 3 clusters Score -838822.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -838959.750000 Penalty: 2926.756836
	Iteration 12Q: 3 clusters Score -838959.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -839058.937500 Penalty: 2926.756836
	Iteration 13Q: 3 clusters Score -839058.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -839111.000000 Penalty: 2926.756836
	Iteration 14Q: 3 clusters Score -839111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -839151.250000 Penalty: 2926.756836
	Iteration 15Q: 3 clusters Score -839151.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -839198.687500 Penalty: 2926.756836
	Iteration 16Q: 3 clusters Score -839198.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -839245.250000 Penalty: 2926.756836
	Iteration 17Q: 3 clusters Score -839245.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -839290.312500 Penalty: 2926.756836
	Iteration 18Q: 3 clusters Score -839290.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -839336.000000 Penalty: 2926.756836
	Iteration 19Q: 3 clusters Score -839336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -839355.750000 Penalty: 2926.756836
	Iteration 20F: 3 clusters Score -839355.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -839369.125000 Penalty: 2926.756836
	Iteration 21Q: 3 clusters Score -839369.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -839386.562500 Penalty: 2926.756836
	Iteration 22Q: 3 clusters Score -839386.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -839397.500000 Penalty: 2926.756836
	Iteration 23Q: 3 clusters Score -839397.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -839403.125000 Penalty: 2926.756836
	Iteration 24Q: 3 clusters Score -839403.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -839408.375000 Penalty: 2926.756836
	Iteration 25Q: 3 clusters Score -839408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -839416.937500 Penalty: 2926.756836
	Iteration 26Q: 3 clusters Score -839416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -839419.562500 Penalty: 2926.756836
	Iteration 27Q: 3 clusters Score -839419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -839420.000000 Penalty: 2926.756836
	Iteration 28Q: 3 clusters Score -839420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -839423.687500 Penalty: 2926.756836
	Iteration 29Q: 3 clusters Score -839423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -839424.062500 Penalty: 2926.756836
	Iteration 30Q: 3 clusters Score -839424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -839424.250000 Penalty: 2926.756836
	Iteration 31Q: 3 clusters Score -839424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -839426.062500 Penalty: 2926.756836
	Iteration 32Q: 3 clusters Score -839426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -839429.250000 Penalty: 2926.756836
	Iteration 33Q: 3 clusters Score -839429.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -839428.750000 Penalty: 2926.756836
	Iteration 34Q: 3 clusters Score -839428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -839430.437500 Penalty: 2926.756836
	Iteration 35Q: 3 clusters Score -839430.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -839430.500000 Penalty: 2926.756836
	Iteration 36Q: 3 clusters Score -839430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -839432.875000 Penalty: 2926.756836
	Iteration 37Q: 3 clusters Score -839432.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -839433.750000 Penalty: 2926.756836
	Iteration 38Q: 3 clusters Score -839433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -839435.375000 Penalty: 2926.756836
	Iteration 39Q: 3 clusters Score -839435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -839437.562500 Penalty: 2926.756836
	Iteration 40F: 3 clusters Score -839437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -839440.000000 Penalty: 2926.756836
	Iteration 41Q: 3 clusters Score -839440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -839438.875000 Penalty: 2926.756836
	Iteration 42Q: 3 clusters Score -839438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -839439.437500 Penalty: 2926.756836
	Iteration 43Q: 3 clusters Score -839439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -839439.750000 Penalty: 2926.756836
	Iteration 44Q: 3 clusters Score -839439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -839440.312500 Penalty: 2926.756836
	Iteration 45Q: 3 clusters Score -839440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -839441.937500 Penalty: 2926.756836
	Iteration 46Q: 3 clusters Score -839441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -839441.687500 Penalty: 2926.756836
	Iteration 47Q: 3 clusters Score -839441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -839441.687500 Penalty: 2926.756836
	Iteration 48F: 3 clusters Score -839441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16954.710938 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16954.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17137.644531 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17137.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17214.244141 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -17214.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17243.902344 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17243.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17331.949219 Penalty: 1734.699951
	Iteration 4F: 3 clusters Score -17331.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17362.228516 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -17362.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17412.566406 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -17412.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17433.685547 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -17433.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17523.666016 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -17523.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17560.341797 Penalty: 1734.699951
	Iteration 9Q: 3 clusters Score -17560.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17572.019531 Penalty: 1734.699951
	Iteration 10Q: 3 clusters Score -17572.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17591.099609 Penalty: 1734.699951
	Iteration 11Q: 3 clusters Score -17591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17615.416016 Penalty: 1734.699951
	Iteration 12Q: 3 clusters Score -17615.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17664.914062 Penalty: 1734.699951
	Iteration 13Q: 3 clusters Score -17664.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17719.400391 Penalty: 1734.699951
	Iteration 14Q: 3 clusters Score -17719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17817.287109 Penalty: 1734.699951
	Iteration 15Q: 3 clusters Score -17817.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17869.771484 Penalty: 1734.699951
	Iteration 16Q: 3 clusters Score -17869.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17893.058594 Penalty: 1734.699951
	Iteration 17Q: 3 clusters Score -17893.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17897.023438 Penalty: 1734.699951
	Iteration 18Q: 3 clusters Score -17897.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17899.023438 Penalty: 1734.699951
	Iteration 19F: 3 clusters Score -17899.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17906.089844 Penalty: 1734.699951
	Iteration 20F: 3 clusters Score -17906.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17911.244141 Penalty: 1734.699951
	Iteration 21Q: 3 clusters Score -17911.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17922.972656 Penalty: 1734.699951
	Iteration 22Q: 3 clusters Score -17922.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17922.972656 Penalty: 1734.699951
	Iteration 23F: 3 clusters Score -17922.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 157188 members 
Mstep: Class 5 contains 34743 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154200 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 115 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 58361 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 19 contains 93 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 135992 members 
Mstep: Class 22 contains 17595 members 
Mstep: Class 23 contains 154879 members 
Entering Unmasked Estep 
Score: -84474936.000000 Penalty: 46421.816406
Splitting cluster 19 changes total score from -84475816.000000 to -84474936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -403336.312500 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -403336.3 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 2060 members 
Entering Unmasked Estep 
Score: -399848.750000 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -399848.8 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -400830.906250 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -400830.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -401029.156250 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -401029.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -401190.812500 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -401190.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -401341.781250 Penalty: 2706.824951
	Iteration 4Q: 3 clusters Score -401341.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -401548.656250 Penalty: 2706.824951
	Iteration 5F: 3 clusters Score -401548.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401739.468750 Penalty: 2706.824951
	Iteration 6F: 3 clusters Score -401739.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -401863.031250 Penalty: 2706.824951
	Iteration 7Q: 3 clusters Score -401863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -401941.937500 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -401941.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -401999.531250 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -401999.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -402033.250000 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -402033.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -402067.406250 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -402067.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402093.093750 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -402093.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -402110.750000 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -402110.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -402130.062500 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -402130.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402148.937500 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -402148.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402167.718750 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -402167.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -402185.656250 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -402185.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -402203.500000 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -402203.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -402224.062500 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -402224.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -402246.000000 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -402246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -402269.156250 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -402269.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -402285.218750 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -402285.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -402298.531250 Penalty: 2706.824951
	Iteration 23Q: 3 clusters Score -402298.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -402307.406250 Penalty: 2706.824951
	Iteration 24Q: 3 clusters Score -402307.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -402313.718750 Penalty: 2706.824951
	Iteration 25Q: 3 clusters Score -402313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -402322.000000 Penalty: 2706.824951
	Iteration 26Q: 3 clusters Score -402322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -402326.906250 Penalty: 2706.824951
	Iteration 27Q: 3 clusters Score -402326.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -402329.125000 Penalty: 2706.824951
	Iteration 28Q: 3 clusters Score -402329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -402330.875000 Penalty: 2706.824951
	Iteration 29Q: 3 clusters Score -402330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -402332.562500 Penalty: 2706.824951
	Iteration 30Q: 3 clusters Score -402332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -402333.218750 Penalty: 2706.824951
	Iteration 31Q: 3 clusters Score -402333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -402333.812500 Penalty: 2706.824951
	Iteration 32Q: 3 clusters Score -402333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -402335.000000 Penalty: 2706.824951
	Iteration 33Q: 3 clusters Score -402335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -402335.187500 Penalty: 2706.824951
	Iteration 34Q: 3 clusters Score -402335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -402336.250000 Penalty: 2706.824951
	Iteration 35Q: 3 clusters Score -402336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -402337.000000 Penalty: 2706.824951
	Iteration 36Q: 3 clusters Score -402337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -402336.718750 Penalty: 2706.824951
	Iteration 37Q: 3 clusters Score -402336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -402336.875000 Penalty: 2706.824951
	Iteration 38Q: 3 clusters Score -402336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -402336.875000 Penalty: 2706.824951
	Iteration 39F: 3 clusters Score -402336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (135992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Entering Unmasked Estep 
Score: -14524524.000000 Penalty: 1920.807129
	Iteration 0F: 2 clusters Score -1.452452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -14433763.000000 Penalty: 3841.614258
	Iteration 0F: 3 clusters Score -1.443376e+07 nChanged 65163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -14471596.000000 Penalty: 3841.614258
	Iteration 1F: 3 clusters Score -1.44716e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -14472395.000000 Penalty: 3841.614258
	Iteration 2Q: 3 clusters Score -1.44724e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -14473223.000000 Penalty: 3841.614258
	Iteration 3Q: 3 clusters Score -1.447322e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -14474258.000000 Penalty: 3841.614258
	Iteration 4Q: 3 clusters Score -1.447426e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -14475609.000000 Penalty: 3841.614258
	Iteration 5Q: 3 clusters Score -1.447561e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -14477419.000000 Penalty: 3841.614258
	Iteration 6Q: 3 clusters Score -1.447742e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -14480044.000000 Penalty: 3841.614258
	Iteration 7Q: 3 clusters Score -1.448004e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -14484121.000000 Penalty: 3841.614258
	Iteration 8F: 3 clusters Score -1.448412e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -14489747.000000 Penalty: 3841.614258
	Iteration 9F: 3 clusters Score -1.448975e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -14497003.000000 Penalty: 3841.614258
	Iteration 10F: 3 clusters Score -1.4497e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -14504744.000000 Penalty: 3841.614258
	Iteration 11F: 3 clusters Score -1.450474e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -14511418.000000 Penalty: 3841.614258
	Iteration 12F: 3 clusters Score -1.451142e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -14515993.000000 Penalty: 3841.614258
	Iteration 13Q: 3 clusters Score -1.451599e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -14518736.000000 Penalty: 3841.614258
	Iteration 14Q: 3 clusters Score -1.451874e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -14520396.000000 Penalty: 3841.614258
	Iteration 15Q: 3 clusters Score -1.45204e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -14521469.000000 Penalty: 3841.614258
	Iteration 16Q: 3 clusters Score -1.452147e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -14522064.000000 Penalty: 3841.614258
	Iteration 17Q: 3 clusters Score -1.452206e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -14522433.000000 Penalty: 3841.614258
	Iteration 18Q: 3 clusters Score -1.452243e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131095 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -14522651.000000 Penalty: 3841.614258
	Iteration 19Q: 3 clusters Score -1.452265e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -14522777.000000 Penalty: 3841.614258
	Iteration 20F: 3 clusters Score -1.452278e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -14522908.000000 Penalty: 3841.614258
	Iteration 21Q: 3 clusters Score -1.452291e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -14523005.000000 Penalty: 3841.614258
	Iteration 22Q: 3 clusters Score -1.4523e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -14523071.000000 Penalty: 3841.614258
	Iteration 23Q: 3 clusters Score -1.452307e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -14523094.000000 Penalty: 3841.614258
	Iteration 24Q: 3 clusters Score -1.452309e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -14523098.000000 Penalty: 3841.614258
	Iteration 25Q: 3 clusters Score -1.45231e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132893 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -14523122.000000 Penalty: 3841.614258
	Iteration 26Q: 3 clusters Score -1.452312e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -14523178.000000 Penalty: 3841.614258
	Iteration 27Q: 3 clusters Score -1.452318e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -14523203.000000 Penalty: 3841.614258
	Iteration 28Q: 3 clusters Score -1.45232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14523230.000000 Penalty: 3841.614258
	Iteration 29Q: 3 clusters Score -1.452323e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133355 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -14523267.000000 Penalty: 3841.614258
	Iteration 30Q: 3 clusters Score -1.452327e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14523286.000000 Penalty: 3841.614258
	Iteration 31Q: 3 clusters Score -1.452329e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133495 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14523288.000000 Penalty: 3841.614258
	Iteration 32Q: 3 clusters Score -1.452329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133540 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14523300.000000 Penalty: 3841.614258
	Iteration 33Q: 3 clusters Score -1.45233e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133580 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14523302.000000 Penalty: 3841.614258
	Iteration 34Q: 3 clusters Score -1.45233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133612 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14523313.000000 Penalty: 3841.614258
	Iteration 35Q: 3 clusters Score -1.452331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133653 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14523322.000000 Penalty: 3841.614258
	Iteration 36Q: 3 clusters Score -1.452332e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133702 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -14523314.000000 Penalty: 3841.614258
	Iteration 37Q: 3 clusters Score -1.452331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133754 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -14523312.000000 Penalty: 3841.614258
	Iteration 38Q: 3 clusters Score -1.452331e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14523304.000000 Penalty: 3841.614258
	Iteration 39Q: 3 clusters Score -1.45233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133839 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -14523284.000000 Penalty: 3841.614258
	Iteration 40F: 3 clusters Score -1.452328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133878 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14523283.000000 Penalty: 3841.614258
	Iteration 41Q: 3 clusters Score -1.452328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -14523286.000000 Penalty: 3841.614258
	Iteration 42Q: 3 clusters Score -1.452329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14523332.000000 Penalty: 3841.614258
	Iteration 43Q: 3 clusters Score -1.452333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14523339.000000 Penalty: 3841.614258
	Iteration 44Q: 3 clusters Score -1.452334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133986 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14523346.000000 Penalty: 3841.614258
	Iteration 45Q: 3 clusters Score -1.452335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134006 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14523357.000000 Penalty: 3841.614258
	Iteration 46Q: 3 clusters Score -1.452336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -14523371.000000 Penalty: 3841.614258
	Iteration 47Q: 3 clusters Score -1.452337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134042 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14523383.000000 Penalty: 3841.614258
	Iteration 48Q: 3 clusters Score -1.452338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14523372.000000 Penalty: 3841.614258
	Iteration 49Q: 3 clusters Score -1.452337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134077 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14523376.000000 Penalty: 3841.614258
	Iteration 50Q: 3 clusters Score -1.452338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14523386.000000 Penalty: 3841.614258
	Iteration 51Q: 3 clusters Score -1.452339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134090 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -14523378.000000 Penalty: 3841.614258
	Iteration 52Q: 3 clusters Score -1.452338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -14523376.000000 Penalty: 3841.614258
	Iteration 53Q: 3 clusters Score -1.452338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134103 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -14523391.000000 Penalty: 3841.614258
	Iteration 54Q: 3 clusters Score -1.452339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14523385.000000 Penalty: 3841.614258
	Iteration 55Q: 3 clusters Score -1.452338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -14523386.000000 Penalty: 3841.614258
	Iteration 56Q: 3 clusters Score -1.452339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -14523389.000000 Penalty: 3841.614258
	Iteration 57Q: 3 clusters Score -1.452339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134131 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -14523381.000000 Penalty: 3841.614258
	Iteration 58Q: 3 clusters Score -1.452338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14523393.000000 Penalty: 3841.614258
	Iteration 59Q: 3 clusters Score -1.452339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134143 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -14523379.000000 Penalty: 3841.614258
	Iteration 60F: 3 clusters Score -1.452338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134148 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14523382.000000 Penalty: 3841.614258
	Iteration 61Q: 3 clusters Score -1.452338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134153 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14523392.000000 Penalty: 3841.614258
	Iteration 62Q: 3 clusters Score -1.452339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14523390.000000 Penalty: 3841.614258
	Iteration 63Q: 3 clusters Score -1.452339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134169 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -14523389.000000 Penalty: 3841.614258
	Iteration 64Q: 3 clusters Score -1.452339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134175 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -14523385.000000 Penalty: 3841.614258
	Iteration 65Q: 3 clusters Score -1.452338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14523385.000000 Penalty: 3841.614258
	Iteration 66Q: 3 clusters Score -1.452338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14523379.000000 Penalty: 3841.614258
	Iteration 67Q: 3 clusters Score -1.452338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134186 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14523369.000000 Penalty: 3841.614258
	Iteration 68Q: 3 clusters Score -1.452337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134188 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -14523372.000000 Penalty: 3841.614258
	Iteration 69Q: 3 clusters Score -1.452337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14523372.000000 Penalty: 3841.614258
	Iteration 70Q: 3 clusters Score -1.452337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14523375.000000 Penalty: 3841.614258
	Iteration 71Q: 3 clusters Score -1.452338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14523375.000000 Penalty: 3841.614258
	Iteration 72F: 3 clusters Score -1.452338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Entering Unmasked Estep 
Score: -1942299.250000 Penalty: 1588.497559
	Iteration 0F: 2 clusters Score -1942299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1930198.500000 Penalty: 3176.995117
	Iteration 0F: 3 clusters Score -1930198 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1934473.125000 Penalty: 3176.995117
	Iteration 1F: 3 clusters Score -1934473 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1934733.500000 Penalty: 3176.995117
	Iteration 2Q: 3 clusters Score -1934734 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1934956.000000 Penalty: 3176.995117
	Iteration 3Q: 3 clusters Score -1934956 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1935189.125000 Penalty: 3176.995117
	Iteration 4Q: 3 clusters Score -1935189 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1935504.625000 Penalty: 3176.995117
	Iteration 5Q: 3 clusters Score -1935505 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1935943.625000 Penalty: 3176.995117
	Iteration 6Q: 3 clusters Score -1935944 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1936553.250000 Penalty: 3176.995117
	Iteration 7F: 3 clusters Score -1936553 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1937412.125000 Penalty: 3176.995117
	Iteration 8F: 3 clusters Score -1937412 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1938518.125000 Penalty: 3176.995117
	Iteration 9F: 3 clusters Score -1938518 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1939561.625000 Penalty: 3176.995117
	Iteration 10F: 3 clusters Score -1939562 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1940223.375000 Penalty: 3176.995117
	Iteration 11Q: 3 clusters Score -1940223 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1940551.125000 Penalty: 3176.995117
	Iteration 12Q: 3 clusters Score -1940551 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1940708.125000 Penalty: 3176.995117
	Iteration 13Q: 3 clusters Score -1940708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1940774.125000 Penalty: 3176.995117
	Iteration 14Q: 3 clusters Score -1940774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1940799.000000 Penalty: 3176.995117
	Iteration 15Q: 3 clusters Score -1940799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1940821.000000 Penalty: 3176.995117
	Iteration 16Q: 3 clusters Score -1940821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1940834.625000 Penalty: 3176.995117
	Iteration 17Q: 3 clusters Score -1940835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1940845.250000 Penalty: 3176.995117
	Iteration 18Q: 3 clusters Score -1940845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1940859.875000 Penalty: 3176.995117
	Iteration 19Q: 3 clusters Score -1940860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1940872.750000 Penalty: 3176.995117
	Iteration 20F: 3 clusters Score -1940873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1940874.750000 Penalty: 3176.995117
	Iteration 21Q: 3 clusters Score -1940875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1940879.375000 Penalty: 3176.995117
	Iteration 22Q: 3 clusters Score -1940879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1940882.250000 Penalty: 3176.995117
	Iteration 23Q: 3 clusters Score -1940882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1940886.250000 Penalty: 3176.995117
	Iteration 24Q: 3 clusters Score -1940886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1940892.250000 Penalty: 3176.995117
	Iteration 25Q: 3 clusters Score -1940892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1940896.875000 Penalty: 3176.995117
	Iteration 26Q: 3 clusters Score -1940897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1940897.500000 Penalty: 3176.995117
	Iteration 27Q: 3 clusters Score -1940898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1940901.500000 Penalty: 3176.995117
	Iteration 28Q: 3 clusters Score -1940902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1940903.250000 Penalty: 3176.995117
	Iteration 29Q: 3 clusters Score -1940903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1940903.250000 Penalty: 3176.995117
	Iteration 30F: 3 clusters Score -1940903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (154879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Entering Unmasked Estep 
Score: -16573443.000000 Penalty: 1941.939941
	Iteration 0F: 2 clusters Score -1.657344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -16471603.000000 Penalty: 3883.879883
	Iteration 0F: 3 clusters Score -1.64716e+07 nChanged 74514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -16515499.000000 Penalty: 3883.879883
	Iteration 1F: 3 clusters Score -1.65155e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -16516504.000000 Penalty: 3883.879883
	Iteration 2Q: 3 clusters Score -1.65165e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -16518038.000000 Penalty: 3883.879883
	Iteration 3Q: 3 clusters Score -1.651804e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -16520468.000000 Penalty: 3883.879883
	Iteration 4Q: 3 clusters Score -1.652047e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -16525053.000000 Penalty: 3883.879883
	Iteration 5F: 3 clusters Score -1.652505e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -16532244.000000 Penalty: 3883.879883
	Iteration 6F: 3 clusters Score -1.653224e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -16542121.000000 Penalty: 3883.879883
	Iteration 7F: 3 clusters Score -1.654212e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -16551938.000000 Penalty: 3883.879883
	Iteration 8F: 3 clusters Score -1.655194e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125643 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -16558320.000000 Penalty: 3883.879883
	Iteration 9F: 3 clusters Score -1.655832e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -16561599.000000 Penalty: 3883.879883
	Iteration 10Q: 3 clusters Score -1.65616e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131644 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -16563476.000000 Penalty: 3883.879883
	Iteration 11Q: 3 clusters Score -1.656348e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -16564688.000000 Penalty: 3883.879883
	Iteration 12Q: 3 clusters Score -1.656469e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -16565653.000000 Penalty: 3883.879883
	Iteration 13Q: 3 clusters Score -1.656565e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137790 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -16566607.000000 Penalty: 3883.879883
	Iteration 14Q: 3 clusters Score -1.656661e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -16567483.000000 Penalty: 3883.879883
	Iteration 15Q: 3 clusters Score -1.656748e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -16568310.000000 Penalty: 3883.879883
	Iteration 16Q: 3 clusters Score -1.656831e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -16568991.000000 Penalty: 3883.879883
	Iteration 17Q: 3 clusters Score -1.656899e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -16569684.000000 Penalty: 3883.879883
	Iteration 18Q: 3 clusters Score -1.656968e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -16570307.000000 Penalty: 3883.879883
	Iteration 19Q: 3 clusters Score -1.657031e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -16570867.000000 Penalty: 3883.879883
	Iteration 20F: 3 clusters Score -1.657087e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -16571263.000000 Penalty: 3883.879883
	Iteration 21Q: 3 clusters Score -1.657126e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -16571457.000000 Penalty: 3883.879883
	Iteration 22Q: 3 clusters Score -1.657146e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -16571659.000000 Penalty: 3883.879883
	Iteration 23Q: 3 clusters Score -1.657166e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -16571924.000000 Penalty: 3883.879883
	Iteration 24Q: 3 clusters Score -1.657192e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150841 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -16572035.000000 Penalty: 3883.879883
	Iteration 25Q: 3 clusters Score -1.657204e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151265 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -16572075.000000 Penalty: 3883.879883
	Iteration 26Q: 3 clusters Score -1.657208e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -16572169.000000 Penalty: 3883.879883
	Iteration 27Q: 3 clusters Score -1.657217e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -16572230.000000 Penalty: 3883.879883
	Iteration 28Q: 3 clusters Score -1.657223e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152174 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -16572292.000000 Penalty: 3883.879883
	Iteration 29Q: 3 clusters Score -1.657229e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -16572340.000000 Penalty: 3883.879883
	Iteration 30Q: 3 clusters Score -1.657234e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16572372.000000 Penalty: 3883.879883
	Iteration 31Q: 3 clusters Score -1.657237e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16572416.000000 Penalty: 3883.879883
	Iteration 32Q: 3 clusters Score -1.657242e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152848 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -16572415.000000 Penalty: 3883.879883
	Iteration 33Q: 3 clusters Score -1.657242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16572424.000000 Penalty: 3883.879883
	Iteration 34Q: 3 clusters Score -1.657242e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -16572471.000000 Penalty: 3883.879883
	Iteration 35Q: 3 clusters Score -1.657247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -16572468.000000 Penalty: 3883.879883
	Iteration 36Q: 3 clusters Score -1.657247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16572465.000000 Penalty: 3883.879883
	Iteration 37Q: 3 clusters Score -1.657246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16572464.000000 Penalty: 3883.879883
	Iteration 38Q: 3 clusters Score -1.657246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16572467.000000 Penalty: 3883.879883
	Iteration 39Q: 3 clusters Score -1.657247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16572456.000000 Penalty: 3883.879883
	Iteration 40F: 3 clusters Score -1.657246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16572449.000000 Penalty: 3883.879883
	Iteration 41Q: 3 clusters Score -1.657245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -16572471.000000 Penalty: 3883.879883
	Iteration 42Q: 3 clusters Score -1.657247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16572492.000000 Penalty: 3883.879883
	Iteration 43Q: 3 clusters Score -1.657249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -16572476.000000 Penalty: 3883.879883
	Iteration 44Q: 3 clusters Score -1.657248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16572463.000000 Penalty: 3883.879883
	Iteration 45Q: 3 clusters Score -1.657246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16572484.000000 Penalty: 3883.879883
	Iteration 46Q: 3 clusters Score -1.657248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 3883.879883
	Iteration 47Q: 3 clusters Score -1.657246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 3883.879883
	Iteration 48Q: 3 clusters Score -1.657246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16572448.000000 Penalty: 3883.879883
	Iteration 49Q: 3 clusters Score -1.657245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16572447.000000 Penalty: 3883.879883
	Iteration 50Q: 3 clusters Score -1.657245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16572457.000000 Penalty: 3883.879883
	Iteration 51Q: 3 clusters Score -1.657246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 3883.879883
	Iteration 52Q: 3 clusters Score -1.657246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16572463.000000 Penalty: 3883.879883
	Iteration 53Q: 3 clusters Score -1.657246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -16572450.000000 Penalty: 3883.879883
	Iteration 54Q: 3 clusters Score -1.657245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16572455.000000 Penalty: 3883.879883
	Iteration 55Q: 3 clusters Score -1.657246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16572464.000000 Penalty: 3883.879883
	Iteration 56Q: 3 clusters Score -1.657246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 3883.879883
	Iteration 57Q: 3 clusters Score -1.657246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 3883.879883
	Iteration 58F: 3 clusters Score -1.657246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 157188 members 
Mstep: Class 5 contains 34743 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154200 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 14 contains 14710 members 
Mstep: Class 15 contains 58361 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 135992 members 
Mstep: Class 22 contains 17595 members 
Mstep: Class 23 contains 154879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476024.000000 Penalty: 44211.253906
Iteration 199Q: 21 clusters Score -8.447602e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 13477 members 
Mstep: Class 4 contains 156978 members 
Mstep: Class 5 contains 34730 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 154005 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 13115 members 
Mstep: Class 11 contains 13147 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 15 contains 58240 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 136435 members 
Mstep: Class 22 contains 17734 members 
Mstep: Class 23 contains 154812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476144.000000 Penalty: 44211.253906
Iteration 200F: 21 clusters Score -8.447614e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 13462 members 
Mstep: Class 4 contains 156750 members 
Mstep: Class 5 contains 34720 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 153872 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 13126 members 
Mstep: Class 11 contains 13150 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 14 contains 14698 members 
Mstep: Class 15 contains 58128 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4147 members 
Mstep: Class 21 contains 136871 members 
Mstep: Class 22 contains 17851 members 
Mstep: Class 23 contains 154721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476416.000000 Penalty: 44211.253906
Iteration 201Q: 21 clusters Score -8.447642e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 13460 members 
Mstep: Class 4 contains 156496 members 
Mstep: Class 5 contains 34715 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 153736 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 13132 members 
Mstep: Class 11 contains 13142 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 58000 members 
Mstep: Class 17 contains 8112 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 137337 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 154624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476728.000000 Penalty: 44211.253906
Iteration 202Q: 21 clusters Score -8.447673e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 156246 members 
Mstep: Class 5 contains 34716 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 153547 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 13145 members 
Mstep: Class 11 contains 13135 members 
Mstep: Class 12 contains 11149 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 57889 members 
Mstep: Class 17 contains 8100 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 137801 members 
Mstep: Class 22 contains 18093 members 
Mstep: Class 23 contains 154570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476736.000000 Penalty: 44211.253906
Iteration 203Q: 21 clusters Score -8.447674e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 13446 members 
Mstep: Class 4 contains 156039 members 
Mstep: Class 5 contains 34715 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 153341 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 13151 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 11179 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 57788 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 138266 members 
Mstep: Class 22 contains 18196 members 
Mstep: Class 23 contains 154502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476776.000000 Penalty: 44211.253906
Iteration 204Q: 21 clusters Score -8.447678e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13430 members 
Mstep: Class 4 contains 155849 members 
Mstep: Class 5 contains 34713 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 153135 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 13160 members 
Mstep: Class 11 contains 13127 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 57705 members 
Mstep: Class 17 contains 8077 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 138655 members 
Mstep: Class 22 contains 18323 members 
Mstep: Class 23 contains 154458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84476808.000000 Penalty: 44211.253906
Iteration 205Q: 21 clusters Score -8.447681e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 155663 members 
Mstep: Class 5 contains 34715 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 152940 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 13176 members 
Mstep: Class 11 contains 13127 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 14 contains 14688 members 
Mstep: Class 15 contains 57627 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 139009 members 
Mstep: Class 22 contains 18468 members 
Mstep: Class 23 contains 154415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477144.000000 Penalty: 44211.253906
Iteration 206Q: 21 clusters Score -8.447714e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13416 members 
Mstep: Class 4 contains 155497 members 
Mstep: Class 5 contains 34714 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 152717 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 13184 members 
Mstep: Class 11 contains 13131 members 
Mstep: Class 12 contains 11243 members 
Mstep: Class 14 contains 14672 members 
Mstep: Class 15 contains 57543 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 139358 members 
Mstep: Class 22 contains 18595 members 
Mstep: Class 23 contains 154386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477184.000000 Penalty: 44211.253906
Iteration 207Q: 21 clusters Score -8.447718e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 155340 members 
Mstep: Class 5 contains 34711 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 152508 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 13187 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 11278 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 15 contains 57456 members 
Mstep: Class 17 contains 8038 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 139695 members 
Mstep: Class 22 contains 18700 members 
Mstep: Class 23 contains 154369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477256.000000 Penalty: 44211.253906
Iteration 208Q: 21 clusters Score -8.447726e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 155172 members 
Mstep: Class 5 contains 34711 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 152297 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 13198 members 
Mstep: Class 11 contains 13130 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 57385 members 
Mstep: Class 17 contains 8023 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 140037 members 
Mstep: Class 22 contains 18787 members 
Mstep: Class 23 contains 154373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477328.000000 Penalty: 44211.253906
Iteration 209Q: 21 clusters Score -8.447733e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 155022 members 
Mstep: Class 5 contains 34714 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 152142 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 13129 members 
Mstep: Class 12 contains 11340 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 57325 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 140321 members 
Mstep: Class 22 contains 18879 members 
Mstep: Class 23 contains 154355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477520.000000 Penalty: 44211.253906
Iteration 210Q: 21 clusters Score -8.447752e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 154880 members 
Mstep: Class 5 contains 34714 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151973 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 13218 members 
Mstep: Class 11 contains 13129 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 14 contains 14640 members 
Mstep: Class 15 contains 57263 members 
Mstep: Class 17 contains 8013 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 140589 members 
Mstep: Class 22 contains 18953 members 
Mstep: Class 23 contains 154347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477440.000000 Penalty: 44211.253906
Iteration 211Q: 21 clusters Score -8.447744e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 154725 members 
Mstep: Class 5 contains 34703 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151831 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 13239 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 11413 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 57200 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 140840 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 154319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477456.000000 Penalty: 44211.253906
Iteration 212Q: 21 clusters Score -8.447746e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 154533 members 
Mstep: Class 5 contains 34698 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151677 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 13122 members 
Mstep: Class 12 contains 11460 members 
Mstep: Class 14 contains 14645 members 
Mstep: Class 15 contains 57155 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 141115 members 
Mstep: Class 22 contains 19149 members 
Mstep: Class 23 contains 154283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477632.000000 Penalty: 44211.253906
Iteration 213Q: 21 clusters Score -8.447763e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13413 members 
Mstep: Class 4 contains 154325 members 
Mstep: Class 5 contains 34689 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151523 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 11496 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 57115 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 141399 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 23 contains 154273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477712.000000 Penalty: 44211.253906
Iteration 214Q: 21 clusters Score -8.447771e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 154150 members 
Mstep: Class 5 contains 34683 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151354 members 
Mstep: Class 8 contains 1448 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 14 contains 14629 members 
Mstep: Class 15 contains 57081 members 
Mstep: Class 17 contains 7996 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4160 members 
Mstep: Class 21 contains 141671 members 
Mstep: Class 22 contains 19344 members 
Mstep: Class 23 contains 154277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477824.000000 Penalty: 44211.253906
Iteration 215Q: 21 clusters Score -8.447782e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13414 members 
Mstep: Class 4 contains 153994 members 
Mstep: Class 5 contains 34680 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 151164 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 57036 members 
Mstep: Class 17 contains 7995 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 141929 members 
Mstep: Class 22 contains 19418 members 
Mstep: Class 23 contains 154290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478008.000000 Penalty: 44211.253906
Iteration 216Q: 21 clusters Score -8.447801e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13409 members 
Mstep: Class 4 contains 153852 members 
Mstep: Class 5 contains 34677 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150999 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 14 contains 14632 members 
Mstep: Class 15 contains 57001 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 142158 members 
Mstep: Class 22 contains 19493 members 
Mstep: Class 23 contains 154284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477952.000000 Penalty: 44211.253906
Iteration 217Q: 21 clusters Score -8.447795e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 153726 members 
Mstep: Class 5 contains 34670 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150821 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 14 contains 14622 members 
Mstep: Class 15 contains 56967 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 142393 members 
Mstep: Class 22 contains 19555 members 
Mstep: Class 23 contains 154311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478104.000000 Penalty: 44211.253906
Iteration 218Q: 21 clusters Score -8.44781e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 153557 members 
Mstep: Class 5 contains 34671 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150654 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 13284 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 14 contains 14614 members 
Mstep: Class 15 contains 56949 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 142622 members 
Mstep: Class 22 contains 19597 members 
Mstep: Class 23 contains 154347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478072.000000 Penalty: 44211.253906
Iteration 219Q: 21 clusters Score -8.447807e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13396 members 
Mstep: Class 4 contains 153409 members 
Mstep: Class 5 contains 34673 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150482 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 13293 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 14 contains 14612 members 
Mstep: Class 15 contains 56945 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 142865 members 
Mstep: Class 22 contains 19634 members 
Mstep: Class 23 contains 154362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478200.000000 Penalty: 44211.253906
Iteration 220F: 21 clusters Score -8.44782e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13394 members 
Mstep: Class 4 contains 153260 members 
Mstep: Class 5 contains 34672 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150348 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 4462 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 11799 members 
Mstep: Class 14 contains 14607 members 
Mstep: Class 15 contains 56927 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4163 members 
Mstep: Class 21 contains 143066 members 
Mstep: Class 22 contains 19690 members 
Mstep: Class 23 contains 154372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478056.000000 Penalty: 44211.253906
Iteration 221Q: 21 clusters Score -8.447806e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13393 members 
Mstep: Class 4 contains 153114 members 
Mstep: Class 5 contains 34669 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150221 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 13305 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 11826 members 
Mstep: Class 14 contains 14596 members 
Mstep: Class 15 contains 56917 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 143272 members 
Mstep: Class 22 contains 19735 members 
Mstep: Class 23 contains 154379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478056.000000 Penalty: 44211.253906
Iteration 222Q: 21 clusters Score -8.447806e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13390 members 
Mstep: Class 4 contains 152969 members 
Mstep: Class 5 contains 34661 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150106 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 13299 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 11865 members 
Mstep: Class 14 contains 14586 members 
Mstep: Class 15 contains 56906 members 
Mstep: Class 17 contains 7978 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 143473 members 
Mstep: Class 22 contains 19785 members 
Mstep: Class 23 contains 154387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478008.000000 Penalty: 44211.253906
Iteration 223Q: 21 clusters Score -8.447801e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 152821 members 
Mstep: Class 5 contains 34650 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 150012 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 11897 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 56904 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 143647 members 
Mstep: Class 22 contains 19827 members 
Mstep: Class 23 contains 154421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478040.000000 Penalty: 44211.253906
Iteration 224Q: 21 clusters Score -8.447804e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 152679 members 
Mstep: Class 5 contains 34640 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149921 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 14 contains 14548 members 
Mstep: Class 15 contains 56895 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 143847 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 23 contains 154442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478064.000000 Penalty: 44211.253906
Iteration 225Q: 21 clusters Score -8.447806e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13386 members 
Mstep: Class 4 contains 152556 members 
Mstep: Class 5 contains 34632 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149836 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13302 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 14 contains 14532 members 
Mstep: Class 15 contains 56885 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 144056 members 
Mstep: Class 22 contains 19881 members 
Mstep: Class 23 contains 154437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84477976.000000 Penalty: 44211.253906
Iteration 226Q: 21 clusters Score -8.447798e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13383 members 
Mstep: Class 4 contains 152411 members 
Mstep: Class 5 contains 34629 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149739 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 13307 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 15 contains 56891 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 144251 members 
Mstep: Class 22 contains 19905 members 
Mstep: Class 23 contains 154425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478240.000000 Penalty: 44211.253906
Iteration 227Q: 21 clusters Score -8.447824e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13377 members 
Mstep: Class 4 contains 152291 members 
Mstep: Class 5 contains 34617 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149625 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 13309 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 14 contains 14517 members 
Mstep: Class 15 contains 56895 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 144488 members 
Mstep: Class 22 contains 19925 members 
Mstep: Class 23 contains 154402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 21 clusters Score -8.447832e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 152148 members 
Mstep: Class 5 contains 34605 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149489 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 13088 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 14 contains 14505 members 
Mstep: Class 15 contains 56905 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 144742 members 
Mstep: Class 22 contains 19944 members 
Mstep: Class 23 contains 154385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478456.000000 Penalty: 44211.253906
Iteration 229Q: 21 clusters Score -8.447846e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 152006 members 
Mstep: Class 5 contains 34599 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149361 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 13327 members 
Mstep: Class 11 contains 13087 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 14 contains 14494 members 
Mstep: Class 15 contains 56910 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4148 members 
Mstep: Class 21 contains 144971 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 23 contains 154376 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 21 clusters Score -8.447862e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151871 members 
Mstep: Class 5 contains 34602 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149223 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 13325 members 
Mstep: Class 11 contains 13093 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 14 contains 14484 members 
Mstep: Class 15 contains 56928 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4149 members 
Mstep: Class 21 contains 145204 members 
Mstep: Class 22 contains 19968 members 
Mstep: Class 23 contains 154359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478416.000000 Penalty: 44211.253906
Iteration 231Q: 21 clusters Score -8.447842e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 151719 members 
Mstep: Class 5 contains 34600 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149110 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 13323 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 12116 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 56945 members 
Mstep: Class 17 contains 7973 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 145439 members 
Mstep: Class 22 contains 20010 members 
Mstep: Class 23 contains 154337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478512.000000 Penalty: 44211.253906
Iteration 232Q: 21 clusters Score -8.447851e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 151564 members 
Mstep: Class 5 contains 34595 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 149012 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13323 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12138 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 56969 members 
Mstep: Class 17 contains 7971 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 145624 members 
Mstep: Class 22 contains 20063 members 
Mstep: Class 23 contains 154333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478232.000000 Penalty: 44211.253906
Iteration 233Q: 21 clusters Score -8.447823e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 151425 members 
Mstep: Class 5 contains 34585 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148963 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13324 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 14 contains 14427 members 
Mstep: Class 15 contains 56984 members 
Mstep: Class 17 contains 7968 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4148 members 
Mstep: Class 21 contains 145808 members 
Mstep: Class 22 contains 20101 members 
Mstep: Class 23 contains 154296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478232.000000 Penalty: 44211.253906
Iteration 234Q: 21 clusters Score -8.447823e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 151304 members 
Mstep: Class 5 contains 34581 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148913 members 
Mstep: Class 8 contains 1445 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 13322 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 14 contains 14411 members 
Mstep: Class 15 contains 56995 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 145995 members 
Mstep: Class 22 contains 20145 members 
Mstep: Class 23 contains 154239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478408.000000 Penalty: 44211.253906
Iteration 235Q: 21 clusters Score -8.447841e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13357 members 
Mstep: Class 4 contains 151222 members 
Mstep: Class 5 contains 34572 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148850 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 13329 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 57006 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4144 members 
Mstep: Class 21 contains 146173 members 
Mstep: Class 22 contains 20177 members 
Mstep: Class 23 contains 154153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478504.000000 Penalty: 44211.253906
Iteration 236Q: 21 clusters Score -8.44785e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13354 members 
Mstep: Class 4 contains 151145 members 
Mstep: Class 5 contains 34563 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148746 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 13334 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 57017 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 146335 members 
Mstep: Class 22 contains 20211 members 
Mstep: Class 23 contains 154111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478760.000000 Penalty: 44211.253906
Iteration 237Q: 21 clusters Score -8.447876e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 151073 members 
Mstep: Class 5 contains 34564 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 1444 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 13342 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 14 contains 14389 members 
Mstep: Class 15 contains 57022 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 146502 members 
Mstep: Class 22 contains 20228 members 
Mstep: Class 23 contains 154078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84478984.000000 Penalty: 44211.253906
Iteration 238Q: 21 clusters Score -8.447898e+07 nChanged 885
Entering ConstructFrom: 
Score: -84478984.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Entering Unmasked Estep 
Score: -985604.000000 Penalty: 1488.036865
	Iteration 0F: 2 clusters Score -985604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -978685.375000 Penalty: 2976.073730
	Iteration 0F: 3 clusters Score -978685.4 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -980986.937500 Penalty: 2976.073730
	Iteration 1F: 3 clusters Score -980986.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -981269.500000 Penalty: 2976.073730
	Iteration 2F: 3 clusters Score -981269.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -981552.875000 Penalty: 2976.073730
	Iteration 3F: 3 clusters Score -981552.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -981851.937500 Penalty: 2976.073730
	Iteration 4F: 3 clusters Score -981851.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -982184.187500 Penalty: 2976.073730
	Iteration 5F: 3 clusters Score -982184.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -982567.000000 Penalty: 2976.073730
	Iteration 6F: 3 clusters Score -982567 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -982966.812500 Penalty: 2976.073730
	Iteration 7F: 3 clusters Score -982966.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -983360.375000 Penalty: 2976.073730
	Iteration 8Q: 3 clusters Score -983360.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -983687.937500 Penalty: 2976.073730
	Iteration 9Q: 3 clusters Score -983687.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -983912.062500 Penalty: 2976.073730
	Iteration 10Q: 3 clusters Score -983912.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -984061.375000 Penalty: 2976.073730
	Iteration 11Q: 3 clusters Score -984061.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -984174.562500 Penalty: 2976.073730
	Iteration 12Q: 3 clusters Score -984174.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -984237.062500 Penalty: 2976.073730
	Iteration 13Q: 3 clusters Score -984237.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -984273.062500 Penalty: 2976.073730
	Iteration 14Q: 3 clusters Score -984273.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -984297.062500 Penalty: 2976.073730
	Iteration 15Q: 3 clusters Score -984297.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -984314.625000 Penalty: 2976.073730
	Iteration 16Q: 3 clusters Score -984314.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -984329.937500 Penalty: 2976.073730
	Iteration 17Q: 3 clusters Score -984329.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -984336.562500 Penalty: 2976.073730
	Iteration 18Q: 3 clusters Score -984336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -984342.437500 Penalty: 2976.073730
	Iteration 19Q: 3 clusters Score -984342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -984350.625000 Penalty: 2976.073730
	Iteration 20F: 3 clusters Score -984350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -984362.937500 Penalty: 2976.073730
	Iteration 21Q: 3 clusters Score -984362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -984369.625000 Penalty: 2976.073730
	Iteration 22Q: 3 clusters Score -984369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -984373.187500 Penalty: 2976.073730
	Iteration 23Q: 3 clusters Score -984373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -984376.500000 Penalty: 2976.073730
	Iteration 24Q: 3 clusters Score -984376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -984377.187500 Penalty: 2976.073730
	Iteration 25Q: 3 clusters Score -984377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -984377.312500 Penalty: 2976.073730
	Iteration 26Q: 3 clusters Score -984377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -984377.312500 Penalty: 2976.073730
	Iteration 27F: 3 clusters Score -984377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -248209.109375 Penalty: 1272.637817
	Iteration 0F: 2 clusters Score -248209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -245785.218750 Penalty: 2545.275635
	Iteration 0F: 3 clusters Score -245785.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -246425.875000 Penalty: 2545.275635
	Iteration 1F: 3 clusters Score -246425.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -246594.812500 Penalty: 2545.275635
	Iteration 2F: 3 clusters Score -246594.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -246735.062500 Penalty: 2545.275635
	Iteration 3F: 3 clusters Score -246735.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -246895.234375 Penalty: 2545.275635
	Iteration 4F: 3 clusters Score -246895.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247080.546875 Penalty: 2545.275635
	Iteration 5F: 3 clusters Score -247080.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247271.906250 Penalty: 2545.275635
	Iteration 6F: 3 clusters Score -247271.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -247471.343750 Penalty: 2545.275635
	Iteration 7F: 3 clusters Score -247471.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247709.546875 Penalty: 2545.275635
	Iteration 8F: 3 clusters Score -247709.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -247848.046875 Penalty: 2545.275635
	Iteration 9Q: 3 clusters Score -247848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -247923.421875 Penalty: 2545.275635
	Iteration 10Q: 3 clusters Score -247923.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -247980.359375 Penalty: 2545.275635
	Iteration 11Q: 3 clusters Score -247980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -248029.656250 Penalty: 2545.275635
	Iteration 12Q: 3 clusters Score -248029.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -248064.078125 Penalty: 2545.275635
	Iteration 13Q: 3 clusters Score -248064.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -248077.656250 Penalty: 2545.275635
	Iteration 14Q: 3 clusters Score -248077.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -248086.406250 Penalty: 2545.275635
	Iteration 15Q: 3 clusters Score -248086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -248092.812500 Penalty: 2545.275635
	Iteration 16Q: 3 clusters Score -248092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -248093.828125 Penalty: 2545.275635
	Iteration 17Q: 3 clusters Score -248093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -248094.125000 Penalty: 2545.275635
	Iteration 18Q: 3 clusters Score -248094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -248094.125000 Penalty: 2545.275635
	Iteration 19F: 3 clusters Score -248094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Entering Unmasked Estep 
Score: -1400051.750000 Penalty: 1543.741211
	Iteration 0F: 2 clusters Score -1400052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1390810.875000 Penalty: 3087.482422
	Iteration 0F: 3 clusters Score -1390811 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1394262.500000 Penalty: 3087.482422
	Iteration 1F: 3 clusters Score -1394262 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1394809.375000 Penalty: 3087.482422
	Iteration 2F: 3 clusters Score -1394809 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1395372.500000 Penalty: 3087.482422
	Iteration 3F: 3 clusters Score -1395372 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1395923.750000 Penalty: 3087.482422
	Iteration 4F: 3 clusters Score -1395924 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1396398.125000 Penalty: 3087.482422
	Iteration 5F: 3 clusters Score -1396398 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1396776.000000 Penalty: 3087.482422
	Iteration 6Q: 3 clusters Score -1396776 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1397080.750000 Penalty: 3087.482422
	Iteration 7Q: 3 clusters Score -1397081 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1397317.500000 Penalty: 3087.482422
	Iteration 8Q: 3 clusters Score -1397318 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1397521.125000 Penalty: 3087.482422
	Iteration 9Q: 3 clusters Score -1397521 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1397702.000000 Penalty: 3087.482422
	Iteration 10Q: 3 clusters Score -1397702 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1397875.250000 Penalty: 3087.482422
	Iteration 11Q: 3 clusters Score -1397875 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1398046.875000 Penalty: 3087.482422
	Iteration 12Q: 3 clusters Score -1398047 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1398185.500000 Penalty: 3087.482422
	Iteration 13Q: 3 clusters Score -1398186 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1398288.875000 Penalty: 3087.482422
	Iteration 14Q: 3 clusters Score -1398289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1398386.750000 Penalty: 3087.482422
	Iteration 15Q: 3 clusters Score -1398387 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1398457.375000 Penalty: 3087.482422
	Iteration 16Q: 3 clusters Score -1398457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1398533.500000 Penalty: 3087.482422
	Iteration 17Q: 3 clusters Score -1398534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1398593.125000 Penalty: 3087.482422
	Iteration 18Q: 3 clusters Score -1398593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1398632.250000 Penalty: 3087.482422
	Iteration 19Q: 3 clusters Score -1398632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1398660.000000 Penalty: 3087.482422
	Iteration 20F: 3 clusters Score -1398660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1398680.125000 Penalty: 3087.482422
	Iteration 21Q: 3 clusters Score -1398680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1398708.000000 Penalty: 3087.482422
	Iteration 22Q: 3 clusters Score -1398708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1398723.000000 Penalty: 3087.482422
	Iteration 23Q: 3 clusters Score -1398723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1398737.500000 Penalty: 3087.482422
	Iteration 24Q: 3 clusters Score -1398738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1398755.125000 Penalty: 3087.482422
	Iteration 25Q: 3 clusters Score -1398755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1398775.125000 Penalty: 3087.482422
	Iteration 26Q: 3 clusters Score -1398775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1398790.125000 Penalty: 3087.482422
	Iteration 27Q: 3 clusters Score -1398790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1398804.875000 Penalty: 3087.482422
	Iteration 28Q: 3 clusters Score -1398805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1398814.625000 Penalty: 3087.482422
	Iteration 29Q: 3 clusters Score -1398815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1398825.875000 Penalty: 3087.482422
	Iteration 30Q: 3 clusters Score -1398826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1398836.250000 Penalty: 3087.482422
	Iteration 31Q: 3 clusters Score -1398836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1398850.875000 Penalty: 3087.482422
	Iteration 32Q: 3 clusters Score -1398851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1398862.000000 Penalty: 3087.482422
	Iteration 33Q: 3 clusters Score -1398862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1398876.875000 Penalty: 3087.482422
	Iteration 34Q: 3 clusters Score -1398877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1398892.750000 Penalty: 3087.482422
	Iteration 35Q: 3 clusters Score -1398893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1398907.750000 Penalty: 3087.482422
	Iteration 36Q: 3 clusters Score -1398908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1398916.500000 Penalty: 3087.482422
	Iteration 37Q: 3 clusters Score -1398916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1398922.000000 Penalty: 3087.482422
	Iteration 38Q: 3 clusters Score -1398922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1398930.000000 Penalty: 3087.482422
	Iteration 39Q: 3 clusters Score -1398930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1398942.250000 Penalty: 3087.482422
	Iteration 40F: 3 clusters Score -1398942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1398957.625000 Penalty: 3087.482422
	Iteration 41Q: 3 clusters Score -1398958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1398974.375000 Penalty: 3087.482422
	Iteration 42Q: 3 clusters Score -1398974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1398985.875000 Penalty: 3087.482422
	Iteration 43Q: 3 clusters Score -1398986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1399001.875000 Penalty: 3087.482422
	Iteration 44Q: 3 clusters Score -1399002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1399037.500000 Penalty: 3087.482422
	Iteration 45Q: 3 clusters Score -1399038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1399095.000000 Penalty: 3087.482422
	Iteration 46Q: 3 clusters Score -1399095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1399148.250000 Penalty: 3087.482422
	Iteration 47Q: 3 clusters Score -1399148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1399198.625000 Penalty: 3087.482422
	Iteration 48Q: 3 clusters Score -1399199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1399225.000000 Penalty: 3087.482422
	Iteration 49Q: 3 clusters Score -1399225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1399253.375000 Penalty: 3087.482422
	Iteration 50Q: 3 clusters Score -1399253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1399265.625000 Penalty: 3087.482422
	Iteration 51Q: 3 clusters Score -1399266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1399280.500000 Penalty: 3087.482422
	Iteration 52Q: 3 clusters Score -1399280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1399297.375000 Penalty: 3087.482422
	Iteration 53Q: 3 clusters Score -1399297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1399306.625000 Penalty: 3087.482422
	Iteration 54Q: 3 clusters Score -1399307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1399311.000000 Penalty: 3087.482422
	Iteration 55Q: 3 clusters Score -1399311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1399313.375000 Penalty: 3087.482422
	Iteration 56Q: 3 clusters Score -1399313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1399317.625000 Penalty: 3087.482422
	Iteration 57Q: 3 clusters Score -1399318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1399316.750000 Penalty: 3087.482422
	Iteration 58Q: 3 clusters Score -1399317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1399320.250000 Penalty: 3087.482422
	Iteration 59Q: 3 clusters Score -1399320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1399346.375000 Penalty: 3087.482422
	Iteration 60F: 3 clusters Score -1399346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1399356.250000 Penalty: 3087.482422
	Iteration 61Q: 3 clusters Score -1399356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1399361.000000 Penalty: 3087.482422
	Iteration 62Q: 3 clusters Score -1399361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1399368.125000 Penalty: 3087.482422
	Iteration 63Q: 3 clusters Score -1399368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1399373.625000 Penalty: 3087.482422
	Iteration 64Q: 3 clusters Score -1399374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1399381.375000 Penalty: 3087.482422
	Iteration 65Q: 3 clusters Score -1399381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1399388.500000 Penalty: 3087.482422
	Iteration 66Q: 3 clusters Score -1399388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1399390.500000 Penalty: 3087.482422
	Iteration 67Q: 3 clusters Score -1399390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1399399.750000 Penalty: 3087.482422
	Iteration 68Q: 3 clusters Score -1399400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1399411.250000 Penalty: 3087.482422
	Iteration 69Q: 3 clusters Score -1399411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1399414.750000 Penalty: 3087.482422
	Iteration 70Q: 3 clusters Score -1399415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1399420.375000 Penalty: 3087.482422
	Iteration 71Q: 3 clusters Score -1399420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1399427.750000 Penalty: 3087.482422
	Iteration 72Q: 3 clusters Score -1399428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1399431.000000 Penalty: 3087.482422
	Iteration 73Q: 3 clusters Score -1399431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1399431.125000 Penalty: 3087.482422
	Iteration 74Q: 3 clusters Score -1399431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1399432.000000 Penalty: 3087.482422
	Iteration 75Q: 3 clusters Score -1399432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1399433.250000 Penalty: 3087.482422
	Iteration 76Q: 3 clusters Score -1399433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1399433.125000 Penalty: 3087.482422
	Iteration 77Q: 3 clusters Score -1399433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1399432.000000 Penalty: 3087.482422
	Iteration 78Q: 3 clusters Score -1399432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1399433.375000 Penalty: 3087.482422
	Iteration 79Q: 3 clusters Score -1399433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1399435.250000 Penalty: 3087.482422
	Iteration 80F: 3 clusters Score -1399435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1399437.875000 Penalty: 3087.482422
	Iteration 81Q: 3 clusters Score -1399438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1399437.875000 Penalty: 3087.482422
	Iteration 82F: 3 clusters Score -1399438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Entering Unmasked Estep 
Score: -16182294.000000 Penalty: 1937.824585
	Iteration 0F: 2 clusters Score -1.618229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -16081789.000000 Penalty: 3875.649170
	Iteration 0F: 3 clusters Score -1.608179e+07 nChanged 72930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -16125229.000000 Penalty: 3875.649170
	Iteration 1F: 3 clusters Score -1.612523e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -16126437.000000 Penalty: 3875.649170
	Iteration 2Q: 3 clusters Score -1.612644e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -16128528.000000 Penalty: 3875.649170
	Iteration 3Q: 3 clusters Score -1.612853e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -16132086.000000 Penalty: 3875.649170
	Iteration 4Q: 3 clusters Score -1.613209e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -16138053.000000 Penalty: 3875.649170
	Iteration 5F: 3 clusters Score -1.613805e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -16147441.000000 Penalty: 3875.649170
	Iteration 6F: 3 clusters Score -1.614744e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -16157262.000000 Penalty: 3875.649170
	Iteration 7F: 3 clusters Score -1.615726e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -16162658.000000 Penalty: 3875.649170
	Iteration 8F: 3 clusters Score -1.616266e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -16165094.000000 Penalty: 3875.649170
	Iteration 9Q: 3 clusters Score -1.616509e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -16166851.000000 Penalty: 3875.649170
	Iteration 10Q: 3 clusters Score -1.616685e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -16168665.000000 Penalty: 3875.649170
	Iteration 11Q: 3 clusters Score -1.616866e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -16170583.000000 Penalty: 3875.649170
	Iteration 12Q: 3 clusters Score -1.617058e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -16172246.000000 Penalty: 3875.649170
	Iteration 13Q: 3 clusters Score -1.617225e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -16173728.000000 Penalty: 3875.649170
	Iteration 14Q: 3 clusters Score -1.617373e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -16174836.000000 Penalty: 3875.649170
	Iteration 15Q: 3 clusters Score -1.617484e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -16175665.000000 Penalty: 3875.649170
	Iteration 16Q: 3 clusters Score -1.617566e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -16176401.000000 Penalty: 3875.649170
	Iteration 17Q: 3 clusters Score -1.61764e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -16176906.000000 Penalty: 3875.649170
	Iteration 18Q: 3 clusters Score -1.617691e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -16177259.000000 Penalty: 3875.649170
	Iteration 19Q: 3 clusters Score -1.617726e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -16177461.000000 Penalty: 3875.649170
	Iteration 20F: 3 clusters Score -1.617746e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -16177814.000000 Penalty: 3875.649170
	Iteration 21Q: 3 clusters Score -1.617781e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -16178072.000000 Penalty: 3875.649170
	Iteration 22Q: 3 clusters Score -1.617807e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -16178265.000000 Penalty: 3875.649170
	Iteration 23Q: 3 clusters Score -1.617826e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -16178458.000000 Penalty: 3875.649170
	Iteration 24Q: 3 clusters Score -1.617846e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -16178664.000000 Penalty: 3875.649170
	Iteration 25Q: 3 clusters Score -1.617866e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -16178728.000000 Penalty: 3875.649170
	Iteration 26Q: 3 clusters Score -1.617873e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -16178856.000000 Penalty: 3875.649170
	Iteration 27Q: 3 clusters Score -1.617886e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 122069 members 
Entering Unmasked Estep 
Score: -16178980.000000 Penalty: 3875.649170
	Iteration 28Q: 3 clusters Score -1.617898e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -16179074.000000 Penalty: 3875.649170
	Iteration 29Q: 3 clusters Score -1.617907e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -16179274.000000 Penalty: 3875.649170
	Iteration 30Q: 3 clusters Score -1.617927e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -16179361.000000 Penalty: 3875.649170
	Iteration 31Q: 3 clusters Score -1.617936e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -16179467.000000 Penalty: 3875.649170
	Iteration 32Q: 3 clusters Score -1.617947e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 126720 members 
Entering Unmasked Estep 
Score: -16179637.000000 Penalty: 3875.649170
	Iteration 33Q: 3 clusters Score -1.617964e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -16179751.000000 Penalty: 3875.649170
	Iteration 34Q: 3 clusters Score -1.617975e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 128425 members 
Entering Unmasked Estep 
Score: -16179901.000000 Penalty: 3875.649170
	Iteration 35Q: 3 clusters Score -1.61799e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -16179985.000000 Penalty: 3875.649170
	Iteration 36Q: 3 clusters Score -1.617998e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -16180036.000000 Penalty: 3875.649170
	Iteration 37Q: 3 clusters Score -1.618004e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -16180217.000000 Penalty: 3875.649170
	Iteration 38Q: 3 clusters Score -1.618022e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 131415 members 
Entering Unmasked Estep 
Score: -16180352.000000 Penalty: 3875.649170
	Iteration 39Q: 3 clusters Score -1.618035e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -16180452.000000 Penalty: 3875.649170
	Iteration 40F: 3 clusters Score -1.618045e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -16180507.000000 Penalty: 3875.649170
	Iteration 41Q: 3 clusters Score -1.618051e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -16180541.000000 Penalty: 3875.649170
	Iteration 42Q: 3 clusters Score -1.618054e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -16180598.000000 Penalty: 3875.649170
	Iteration 43Q: 3 clusters Score -1.61806e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 134322 members 
Entering Unmasked Estep 
Score: -16180728.000000 Penalty: 3875.649170
	Iteration 44Q: 3 clusters Score -1.618073e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -16180827.000000 Penalty: 3875.649170
	Iteration 45Q: 3 clusters Score -1.618083e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -16180937.000000 Penalty: 3875.649170
	Iteration 46Q: 3 clusters Score -1.618094e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -16180994.000000 Penalty: 3875.649170
	Iteration 47Q: 3 clusters Score -1.618099e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -16181071.000000 Penalty: 3875.649170
	Iteration 48Q: 3 clusters Score -1.618107e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 136763 members 
Entering Unmasked Estep 
Score: -16181138.000000 Penalty: 3875.649170
	Iteration 49Q: 3 clusters Score -1.618114e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -16181157.000000 Penalty: 3875.649170
	Iteration 50Q: 3 clusters Score -1.618116e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -16181238.000000 Penalty: 3875.649170
	Iteration 51Q: 3 clusters Score -1.618124e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -16181234.000000 Penalty: 3875.649170
	Iteration 52Q: 3 clusters Score -1.618123e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 138208 members 
Entering Unmasked Estep 
Score: -16181273.000000 Penalty: 3875.649170
	Iteration 53Q: 3 clusters Score -1.618127e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -16181296.000000 Penalty: 3875.649170
	Iteration 54Q: 3 clusters Score -1.61813e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -16181296.000000 Penalty: 3875.649170
	Iteration 55Q: 3 clusters Score -1.61813e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -16181381.000000 Penalty: 3875.649170
	Iteration 56Q: 3 clusters Score -1.618138e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -16181371.000000 Penalty: 3875.649170
	Iteration 57Q: 3 clusters Score -1.618137e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -16181383.000000 Penalty: 3875.649170
	Iteration 58Q: 3 clusters Score -1.618138e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -16181396.000000 Penalty: 3875.649170
	Iteration 59Q: 3 clusters Score -1.61814e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 140207 members 
Entering Unmasked Estep 
Score: -16181419.000000 Penalty: 3875.649170
	Iteration 60F: 3 clusters Score -1.618142e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -16181430.000000 Penalty: 3875.649170
	Iteration 61Q: 3 clusters Score -1.618143e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 140659 members 
Entering Unmasked Estep 
Score: -16181448.000000 Penalty: 3875.649170
	Iteration 62Q: 3 clusters Score -1.618145e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -16181472.000000 Penalty: 3875.649170
	Iteration 63Q: 3 clusters Score -1.618147e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -16181455.000000 Penalty: 3875.649170
	Iteration 64Q: 3 clusters Score -1.618146e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 141280 members 
Entering Unmasked Estep 
Score: -16181475.000000 Penalty: 3875.649170
	Iteration 65Q: 3 clusters Score -1.618148e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 141442 members 
Entering Unmasked Estep 
Score: -16181504.000000 Penalty: 3875.649170
	Iteration 66Q: 3 clusters Score -1.61815e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -16181481.000000 Penalty: 3875.649170
	Iteration 67Q: 3 clusters Score -1.618148e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -16181483.000000 Penalty: 3875.649170
	Iteration 68Q: 3 clusters Score -1.618148e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 141863 members 
Entering Unmasked Estep 
Score: -16181509.000000 Penalty: 3875.649170
	Iteration 69Q: 3 clusters Score -1.618151e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 141991 members 
Entering Unmasked Estep 
Score: -16181481.000000 Penalty: 3875.649170
	Iteration 70Q: 3 clusters Score -1.618148e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -16181440.000000 Penalty: 3875.649170
	Iteration 71Q: 3 clusters Score -1.618144e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 142197 members 
Entering Unmasked Estep 
Score: -16181466.000000 Penalty: 3875.649170
	Iteration 72Q: 3 clusters Score -1.618147e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -16181462.000000 Penalty: 3875.649170
	Iteration 73Q: 3 clusters Score -1.618146e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -16181496.000000 Penalty: 3875.649170
	Iteration 74Q: 3 clusters Score -1.61815e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -16181484.000000 Penalty: 3875.649170
	Iteration 75Q: 3 clusters Score -1.618148e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -16181508.000000 Penalty: 3875.649170
	Iteration 76Q: 3 clusters Score -1.618151e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -16181515.000000 Penalty: 3875.649170
	Iteration 77Q: 3 clusters Score -1.618152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -16181531.000000 Penalty: 3875.649170
	Iteration 78Q: 3 clusters Score -1.618153e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -16181539.000000 Penalty: 3875.649170
	Iteration 79Q: 3 clusters Score -1.618154e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -16181548.000000 Penalty: 3875.649170
	Iteration 80F: 3 clusters Score -1.618155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -16181569.000000 Penalty: 3875.649170
	Iteration 81Q: 3 clusters Score -1.618157e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -16181584.000000 Penalty: 3875.649170
	Iteration 82Q: 3 clusters Score -1.618158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
Score: -16181589.000000 Penalty: 3875.649170
	Iteration 83Q: 3 clusters Score -1.618159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -16181589.000000 Penalty: 3875.649170
	Iteration 84Q: 3 clusters Score -1.618159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 143122 members 
Entering Unmasked Estep 
Score: -16181610.000000 Penalty: 3875.649170
	Iteration 85Q: 3 clusters Score -1.618161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -16181597.000000 Penalty: 3875.649170
	Iteration 86Q: 3 clusters Score -1.61816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -16181586.000000 Penalty: 3875.649170
	Iteration 87Q: 3 clusters Score -1.618159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -16181588.000000 Penalty: 3875.649170
	Iteration 88Q: 3 clusters Score -1.618159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -16181573.000000 Penalty: 3875.649170
	Iteration 89Q: 3 clusters Score -1.618157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -16181580.000000 Penalty: 3875.649170
	Iteration 90Q: 3 clusters Score -1.618158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 143298 members 
Entering Unmasked Estep 
Score: -16181558.000000 Penalty: 3875.649170
	Iteration 91Q: 3 clusters Score -1.618156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -16181536.000000 Penalty: 3875.649170
	Iteration 92Q: 3 clusters Score -1.618154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 143365 members 
Entering Unmasked Estep 
Score: -16181552.000000 Penalty: 3875.649170
	Iteration 93Q: 3 clusters Score -1.618155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -16181552.000000 Penalty: 3875.649170
	Iteration 94Q: 3 clusters Score -1.618155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -16181557.000000 Penalty: 3875.649170
	Iteration 95Q: 3 clusters Score -1.618156e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -16181530.000000 Penalty: 3875.649170
	Iteration 96Q: 3 clusters Score -1.618153e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -16181538.000000 Penalty: 3875.649170
	Iteration 97Q: 3 clusters Score -1.618154e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 143656 members 
Entering Unmasked Estep 
Score: -16181570.000000 Penalty: 3875.649170
	Iteration 98Q: 3 clusters Score -1.618157e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 99Q: 3 clusters Score -1.618156e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -16181543.000000 Penalty: 3875.649170
	Iteration 100F: 3 clusters Score -1.618154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 143814 members 
Entering Unmasked Estep 
Score: -16181553.000000 Penalty: 3875.649170
	Iteration 101Q: 3 clusters Score -1.618155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -16181553.000000 Penalty: 3875.649170
	Iteration 102Q: 3 clusters Score -1.618155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 143909 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 103Q: 3 clusters Score -1.618156e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -16181538.000000 Penalty: 3875.649170
	Iteration 104Q: 3 clusters Score -1.618154e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 144016 members 
Entering Unmasked Estep 
Score: -16181505.000000 Penalty: 3875.649170
	Iteration 105Q: 3 clusters Score -1.61815e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -16181496.000000 Penalty: 3875.649170
	Iteration 106Q: 3 clusters Score -1.61815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -16181502.000000 Penalty: 3875.649170
	Iteration 107Q: 3 clusters Score -1.61815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -16181493.000000 Penalty: 3875.649170
	Iteration 108Q: 3 clusters Score -1.618149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -16181474.000000 Penalty: 3875.649170
	Iteration 109Q: 3 clusters Score -1.618147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -16181467.000000 Penalty: 3875.649170
	Iteration 110Q: 3 clusters Score -1.618147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -16181467.000000 Penalty: 3875.649170
	Iteration 111Q: 3 clusters Score -1.618147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -16181493.000000 Penalty: 3875.649170
	Iteration 112Q: 3 clusters Score -1.618149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -16181504.000000 Penalty: 3875.649170
	Iteration 113Q: 3 clusters Score -1.61815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -16181524.000000 Penalty: 3875.649170
	Iteration 114Q: 3 clusters Score -1.618152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -16181535.000000 Penalty: 3875.649170
	Iteration 115Q: 3 clusters Score -1.618154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 144565 members 
Entering Unmasked Estep 
Score: -16181536.000000 Penalty: 3875.649170
	Iteration 116Q: 3 clusters Score -1.618154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 144596 members 
Entering Unmasked Estep 
Score: -16181525.000000 Penalty: 3875.649170
	Iteration 117Q: 3 clusters Score -1.618152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
Score: -16181546.000000 Penalty: 3875.649170
	Iteration 118Q: 3 clusters Score -1.618155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 144653 members 
Entering Unmasked Estep 
Score: -16181551.000000 Penalty: 3875.649170
	Iteration 119Q: 3 clusters Score -1.618155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 120F: 3 clusters Score -1.618156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 121Q: 3 clusters Score -1.618156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 144708 members 
Entering Unmasked Estep 
Score: -16181541.000000 Penalty: 3875.649170
	Iteration 122Q: 3 clusters Score -1.618154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 144724 members 
Entering Unmasked Estep 
Score: -16181544.000000 Penalty: 3875.649170
	Iteration 123Q: 3 clusters Score -1.618154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -16181541.000000 Penalty: 3875.649170
	Iteration 124Q: 3 clusters Score -1.618154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -16181555.000000 Penalty: 3875.649170
	Iteration 125Q: 3 clusters Score -1.618156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 144758 members 
Entering Unmasked Estep 
Score: -16181556.000000 Penalty: 3875.649170
	Iteration 126Q: 3 clusters Score -1.618156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -16181551.000000 Penalty: 3875.649170
	Iteration 127Q: 3 clusters Score -1.618155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -16181557.000000 Penalty: 3875.649170
	Iteration 128Q: 3 clusters Score -1.618156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -16181553.000000 Penalty: 3875.649170
	Iteration 129Q: 3 clusters Score -1.618155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -16181563.000000 Penalty: 3875.649170
	Iteration 130Q: 3 clusters Score -1.618156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 131Q: 3 clusters Score -1.618156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 144821 members 
Entering Unmasked Estep 
Score: -16181554.000000 Penalty: 3875.649170
	Iteration 132Q: 3 clusters Score -1.618155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -16181557.000000 Penalty: 3875.649170
	Iteration 133Q: 3 clusters Score -1.618156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -16181549.000000 Penalty: 3875.649170
	Iteration 134Q: 3 clusters Score -1.618155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -16181546.000000 Penalty: 3875.649170
	Iteration 135Q: 3 clusters Score -1.618155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -16181545.000000 Penalty: 3875.649170
	Iteration 136Q: 3 clusters Score -1.618154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 144897 members 
Entering Unmasked Estep 
Score: -16181556.000000 Penalty: 3875.649170
	Iteration 137Q: 3 clusters Score -1.618156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -16181528.000000 Penalty: 3875.649170
	Iteration 138Q: 3 clusters Score -1.618153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -16181544.000000 Penalty: 3875.649170
	Iteration 139Q: 3 clusters Score -1.618154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -16181542.000000 Penalty: 3875.649170
	Iteration 140F: 3 clusters Score -1.618154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 144979 members 
Entering Unmasked Estep 
Score: -16181549.000000 Penalty: 3875.649170
	Iteration 141Q: 3 clusters Score -1.618155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 144997 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 142Q: 3 clusters Score -1.618156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 145009 members 
Entering Unmasked Estep 
Score: -16181556.000000 Penalty: 3875.649170
	Iteration 143Q: 3 clusters Score -1.618156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -16181561.000000 Penalty: 3875.649170
	Iteration 144Q: 3 clusters Score -1.618156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -16181563.000000 Penalty: 3875.649170
	Iteration 145Q: 3 clusters Score -1.618156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -16181578.000000 Penalty: 3875.649170
	Iteration 146Q: 3 clusters Score -1.618158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -16181575.000000 Penalty: 3875.649170
	Iteration 147Q: 3 clusters Score -1.618158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -16181582.000000 Penalty: 3875.649170
	Iteration 148Q: 3 clusters Score -1.618158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -16181583.000000 Penalty: 3875.649170
	Iteration 149Q: 3 clusters Score -1.618158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -16181585.000000 Penalty: 3875.649170
	Iteration 150Q: 3 clusters Score -1.618158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -16181576.000000 Penalty: 3875.649170
	Iteration 151Q: 3 clusters Score -1.618158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -16181576.000000 Penalty: 3875.649170
	Iteration 152F: 3 clusters Score -1.618158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Entering Unmasked Estep 
Score: -3625678.750000 Penalty: 1698.231445
	Iteration 0F: 2 clusters Score -3625679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3602596.250000 Penalty: 3396.462891
	Iteration 0F: 3 clusters Score -3602596 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3611695.250000 Penalty: 3396.462891
	Iteration 1F: 3 clusters Score -3611695 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3612336.000000 Penalty: 3396.462891
	Iteration 2Q: 3 clusters Score -3612336 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3613175.250000 Penalty: 3396.462891
	Iteration 3Q: 3 clusters Score -3613175 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3614345.500000 Penalty: 3396.462891
	Iteration 4F: 3 clusters Score -3614346 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3615974.250000 Penalty: 3396.462891
	Iteration 5F: 3 clusters Score -3615974 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3617703.250000 Penalty: 3396.462891
	Iteration 6F: 3 clusters Score -3617703 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3618986.750000 Penalty: 3396.462891
	Iteration 7F: 3 clusters Score -3618987 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3619814.000000 Penalty: 3396.462891
	Iteration 8F: 3 clusters Score -3619814 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3620327.000000 Penalty: 3396.462891
	Iteration 9Q: 3 clusters Score -3620327 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3620619.250000 Penalty: 3396.462891
	Iteration 10Q: 3 clusters Score -3620619 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3620799.250000 Penalty: 3396.462891
	Iteration 11Q: 3 clusters Score -3620799 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3620946.250000 Penalty: 3396.462891
	Iteration 12Q: 3 clusters Score -3620946 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3621055.750000 Penalty: 3396.462891
	Iteration 13Q: 3 clusters Score -3621056 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3621150.750000 Penalty: 3396.462891
	Iteration 14Q: 3 clusters Score -3621151 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3621242.250000 Penalty: 3396.462891
	Iteration 15Q: 3 clusters Score -3621242 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3621319.250000 Penalty: 3396.462891
	Iteration 16Q: 3 clusters Score -3621319 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3621388.500000 Penalty: 3396.462891
	Iteration 17Q: 3 clusters Score -3621388 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3621446.000000 Penalty: 3396.462891
	Iteration 18Q: 3 clusters Score -3621446 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3621534.250000 Penalty: 3396.462891
	Iteration 19Q: 3 clusters Score -3621534 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3621585.000000 Penalty: 3396.462891
	Iteration 20F: 3 clusters Score -3621585 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3621660.000000 Penalty: 3396.462891
	Iteration 21Q: 3 clusters Score -3621660 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3621719.250000 Penalty: 3396.462891
	Iteration 22Q: 3 clusters Score -3621719 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3621780.750000 Penalty: 3396.462891
	Iteration 23Q: 3 clusters Score -3621781 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3621845.750000 Penalty: 3396.462891
	Iteration 24Q: 3 clusters Score -3621846 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3621877.250000 Penalty: 3396.462891
	Iteration 25Q: 3 clusters Score -3621877 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3621933.500000 Penalty: 3396.462891
	Iteration 26Q: 3 clusters Score -3621934 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3621973.500000 Penalty: 3396.462891
	Iteration 27Q: 3 clusters Score -3621974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3622020.250000 Penalty: 3396.462891
	Iteration 28Q: 3 clusters Score -3622020 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3622091.250000 Penalty: 3396.462891
	Iteration 29Q: 3 clusters Score -3622091 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3622152.250000 Penalty: 3396.462891
	Iteration 30Q: 3 clusters Score -3622152 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3622209.750000 Penalty: 3396.462891
	Iteration 31Q: 3 clusters Score -3622210 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3622255.000000 Penalty: 3396.462891
	Iteration 32Q: 3 clusters Score -3622255 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3622317.250000 Penalty: 3396.462891
	Iteration 33Q: 3 clusters Score -3622317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3622386.000000 Penalty: 3396.462891
	Iteration 34Q: 3 clusters Score -3622386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3622457.000000 Penalty: 3396.462891
	Iteration 35Q: 3 clusters Score -3622457 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3622524.250000 Penalty: 3396.462891
	Iteration 36Q: 3 clusters Score -3622524 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3622604.250000 Penalty: 3396.462891
	Iteration 37Q: 3 clusters Score -3622604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3622719.250000 Penalty: 3396.462891
	Iteration 38Q: 3 clusters Score -3622719 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3622861.250000 Penalty: 3396.462891
	Iteration 39Q: 3 clusters Score -3622861 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3622984.750000 Penalty: 3396.462891
	Iteration 40F: 3 clusters Score -3622985 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3623135.250000 Penalty: 3396.462891
	Iteration 41Q: 3 clusters Score -3623135 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3623278.000000 Penalty: 3396.462891
	Iteration 42Q: 3 clusters Score -3623278 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3623416.000000 Penalty: 3396.462891
	Iteration 43Q: 3 clusters Score -3623416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3623501.250000 Penalty: 3396.462891
	Iteration 44Q: 3 clusters Score -3623501 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3623591.000000 Penalty: 3396.462891
	Iteration 45Q: 3 clusters Score -3623591 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3623665.500000 Penalty: 3396.462891
	Iteration 46Q: 3 clusters Score -3623666 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3623740.000000 Penalty: 3396.462891
	Iteration 47Q: 3 clusters Score -3623740 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3623802.500000 Penalty: 3396.462891
	Iteration 48Q: 3 clusters Score -3623802 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3623850.500000 Penalty: 3396.462891
	Iteration 49Q: 3 clusters Score -3623850 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3623913.500000 Penalty: 3396.462891
	Iteration 50Q: 3 clusters Score -3623914 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3623972.750000 Penalty: 3396.462891
	Iteration 51Q: 3 clusters Score -3623973 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3624030.750000 Penalty: 3396.462891
	Iteration 52Q: 3 clusters Score -3624031 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3624072.500000 Penalty: 3396.462891
	Iteration 53Q: 3 clusters Score -3624072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3624114.250000 Penalty: 3396.462891
	Iteration 54Q: 3 clusters Score -3624114 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3624154.500000 Penalty: 3396.462891
	Iteration 55Q: 3 clusters Score -3624154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3624192.000000 Penalty: 3396.462891
	Iteration 56Q: 3 clusters Score -3624192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3624221.250000 Penalty: 3396.462891
	Iteration 57Q: 3 clusters Score -3624221 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3624263.250000 Penalty: 3396.462891
	Iteration 58Q: 3 clusters Score -3624263 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3624303.750000 Penalty: 3396.462891
	Iteration 59Q: 3 clusters Score -3624304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3624351.000000 Penalty: 3396.462891
	Iteration 60F: 3 clusters Score -3624351 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3624395.250000 Penalty: 3396.462891
	Iteration 61Q: 3 clusters Score -3624395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3624424.000000 Penalty: 3396.462891
	Iteration 62Q: 3 clusters Score -3624424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3624464.250000 Penalty: 3396.462891
	Iteration 63Q: 3 clusters Score -3624464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -3624497.750000 Penalty: 3396.462891
	Iteration 64Q: 3 clusters Score -3624498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3624526.000000 Penalty: 3396.462891
	Iteration 65Q: 3 clusters Score -3624526 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3624563.750000 Penalty: 3396.462891
	Iteration 66Q: 3 clusters Score -3624564 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3624590.750000 Penalty: 3396.462891
	Iteration 67Q: 3 clusters Score -3624591 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3624640.250000 Penalty: 3396.462891
	Iteration 68Q: 3 clusters Score -3624640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -3624676.500000 Penalty: 3396.462891
	Iteration 69Q: 3 clusters Score -3624676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3624732.500000 Penalty: 3396.462891
	Iteration 70Q: 3 clusters Score -3624732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3624821.500000 Penalty: 3396.462891
	Iteration 71Q: 3 clusters Score -3624822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3624916.500000 Penalty: 3396.462891
	Iteration 72Q: 3 clusters Score -3624916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3625059.000000 Penalty: 3396.462891
	Iteration 73Q: 3 clusters Score -3625059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3625184.750000 Penalty: 3396.462891
	Iteration 74Q: 3 clusters Score -3625185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3625272.750000 Penalty: 3396.462891
	Iteration 75Q: 3 clusters Score -3625273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3625323.750000 Penalty: 3396.462891
	Iteration 76Q: 3 clusters Score -3625324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3625358.000000 Penalty: 3396.462891
	Iteration 77Q: 3 clusters Score -3625358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3625378.000000 Penalty: 3396.462891
	Iteration 78Q: 3 clusters Score -3625378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3625383.250000 Penalty: 3396.462891
	Iteration 79Q: 3 clusters Score -3625383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3625393.500000 Penalty: 3396.462891
	Iteration 80F: 3 clusters Score -3625394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3625387.750000 Penalty: 3396.462891
	Iteration 81Q: 3 clusters Score -3625388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3625399.250000 Penalty: 3396.462891
	Iteration 82Q: 3 clusters Score -3625399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3625405.250000 Penalty: 3396.462891
	Iteration 83Q: 3 clusters Score -3625405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3625404.500000 Penalty: 3396.462891
	Iteration 84Q: 3 clusters Score -3625404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3625403.250000 Penalty: 3396.462891
	Iteration 85Q: 3 clusters Score -3625403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -3625402.000000 Penalty: 3396.462891
	Iteration 86Q: 3 clusters Score -3625402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3625400.000000 Penalty: 3396.462891
	Iteration 87Q: 3 clusters Score -3625400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3625403.250000 Penalty: 3396.462891
	Iteration 88Q: 3 clusters Score -3625403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3625408.000000 Penalty: 3396.462891
	Iteration 89Q: 3 clusters Score -3625408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3625414.250000 Penalty: 3396.462891
	Iteration 90Q: 3 clusters Score -3625414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3625418.500000 Penalty: 3396.462891
	Iteration 91Q: 3 clusters Score -3625418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3625420.500000 Penalty: 3396.462891
	Iteration 92Q: 3 clusters Score -3625420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3625424.750000 Penalty: 3396.462891
	Iteration 93Q: 3 clusters Score -3625425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -3625433.750000 Penalty: 3396.462891
	Iteration 94Q: 3 clusters Score -3625434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3625425.000000 Penalty: 3396.462891
	Iteration 95Q: 3 clusters Score -3625425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3625428.000000 Penalty: 3396.462891
	Iteration 96Q: 3 clusters Score -3625428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3625433.000000 Penalty: 3396.462891
	Iteration 97Q: 3 clusters Score -3625433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3625437.500000 Penalty: 3396.462891
	Iteration 98Q: 3 clusters Score -3625438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3625439.000000 Penalty: 3396.462891
	Iteration 99Q: 3 clusters Score -3625439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3625437.500000 Penalty: 3396.462891
	Iteration 100F: 3 clusters Score -3625438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -3625433.000000 Penalty: 3396.462891
	Iteration 101Q: 3 clusters Score -3625433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3625440.000000 Penalty: 3396.462891
	Iteration 102Q: 3 clusters Score -3625440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3625440.000000 Penalty: 3396.462891
	Iteration 103F: 3 clusters Score -3625440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9582.577148 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9582.577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9653.297852 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9653.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9657.236328 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9657.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9662.404297 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9662.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9665.150391 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -9665.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9667.061523 Penalty: 1586.910645
	Iteration 5Q: 3 clusters Score -9667.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9667.061523 Penalty: 1586.910645
	Iteration 6F: 3 clusters Score -9667.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148513 members 
Entering Unmasked Estep 
Score: -15883081.000000 Penalty: 1935.119629
	Iteration 0F: 2 clusters Score -1.588308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -15783621.000000 Penalty: 3870.239258
	Iteration 0F: 3 clusters Score -1.578362e+07 nChanged 71393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -15827056.000000 Penalty: 3870.239258
	Iteration 1F: 3 clusters Score -1.582706e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -15829738.000000 Penalty: 3870.239258
	Iteration 2Q: 3 clusters Score -1.582974e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -15833373.000000 Penalty: 3870.239258
	Iteration 3Q: 3 clusters Score -1.583337e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -15838467.000000 Penalty: 3870.239258
	Iteration 4F: 3 clusters Score -1.583847e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -15845762.000000 Penalty: 3870.239258
	Iteration 5F: 3 clusters Score -1.584576e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -15854131.000000 Penalty: 3870.239258
	Iteration 6F: 3 clusters Score -1.585413e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -15861215.000000 Penalty: 3870.239258
	Iteration 7F: 3 clusters Score -1.586122e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -15864504.000000 Penalty: 3870.239258
	Iteration 8F: 3 clusters Score -1.58645e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -15865844.000000 Penalty: 3870.239258
	Iteration 9Q: 3 clusters Score -1.586584e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -15866406.000000 Penalty: 3870.239258
	Iteration 10Q: 3 clusters Score -1.586641e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -15866718.000000 Penalty: 3870.239258
	Iteration 11Q: 3 clusters Score -1.586672e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -15867034.000000 Penalty: 3870.239258
	Iteration 12Q: 3 clusters Score -1.586703e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -15867306.000000 Penalty: 3870.239258
	Iteration 13Q: 3 clusters Score -1.586731e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -15867456.000000 Penalty: 3870.239258
	Iteration 14Q: 3 clusters Score -1.586746e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -15867616.000000 Penalty: 3870.239258
	Iteration 15Q: 3 clusters Score -1.586762e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -15867868.000000 Penalty: 3870.239258
	Iteration 16Q: 3 clusters Score -1.586787e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -15868076.000000 Penalty: 3870.239258
	Iteration 17Q: 3 clusters Score -1.586808e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -15868435.000000 Penalty: 3870.239258
	Iteration 18Q: 3 clusters Score -1.586844e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -15868787.000000 Penalty: 3870.239258
	Iteration 19Q: 3 clusters Score -1.586879e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -15869216.000000 Penalty: 3870.239258
	Iteration 20F: 3 clusters Score -1.586922e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -15869608.000000 Penalty: 3870.239258
	Iteration 21Q: 3 clusters Score -1.586961e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -15869930.000000 Penalty: 3870.239258
	Iteration 22Q: 3 clusters Score -1.586993e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -15870282.000000 Penalty: 3870.239258
	Iteration 23Q: 3 clusters Score -1.587028e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -15870490.000000 Penalty: 3870.239258
	Iteration 24Q: 3 clusters Score -1.587049e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -15870659.000000 Penalty: 3870.239258
	Iteration 25Q: 3 clusters Score -1.587066e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -15870842.000000 Penalty: 3870.239258
	Iteration 26Q: 3 clusters Score -1.587084e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -15870932.000000 Penalty: 3870.239258
	Iteration 27Q: 3 clusters Score -1.587093e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -15871088.000000 Penalty: 3870.239258
	Iteration 28Q: 3 clusters Score -1.587109e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -15871210.000000 Penalty: 3870.239258
	Iteration 29Q: 3 clusters Score -1.587121e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -15871374.000000 Penalty: 3870.239258
	Iteration 30Q: 3 clusters Score -1.587137e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -15871459.000000 Penalty: 3870.239258
	Iteration 31Q: 3 clusters Score -1.587146e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -15871572.000000 Penalty: 3870.239258
	Iteration 32Q: 3 clusters Score -1.587157e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95356 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -15871678.000000 Penalty: 3870.239258
	Iteration 33Q: 3 clusters Score -1.587168e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -15871780.000000 Penalty: 3870.239258
	Iteration 34Q: 3 clusters Score -1.587178e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -15871845.000000 Penalty: 3870.239258
	Iteration 35Q: 3 clusters Score -1.587184e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -15871963.000000 Penalty: 3870.239258
	Iteration 36Q: 3 clusters Score -1.587196e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -15872094.000000 Penalty: 3870.239258
	Iteration 37Q: 3 clusters Score -1.587209e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -15872210.000000 Penalty: 3870.239258
	Iteration 38Q: 3 clusters Score -1.587221e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -15872357.000000 Penalty: 3870.239258
	Iteration 39Q: 3 clusters Score -1.587236e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -15872526.000000 Penalty: 3870.239258
	Iteration 40F: 3 clusters Score -1.587253e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -15872702.000000 Penalty: 3870.239258
	Iteration 41Q: 3 clusters Score -1.58727e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -15872843.000000 Penalty: 3870.239258
	Iteration 42Q: 3 clusters Score -1.587284e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -15873094.000000 Penalty: 3870.239258
	Iteration 43Q: 3 clusters Score -1.587309e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -15873282.000000 Penalty: 3870.239258
	Iteration 44Q: 3 clusters Score -1.587328e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -15873506.000000 Penalty: 3870.239258
	Iteration 45Q: 3 clusters Score -1.587351e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -15873661.000000 Penalty: 3870.239258
	Iteration 46Q: 3 clusters Score -1.587366e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -15873756.000000 Penalty: 3870.239258
	Iteration 47Q: 3 clusters Score -1.587376e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -15874069.000000 Penalty: 3870.239258
	Iteration 48Q: 3 clusters Score -1.587407e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -15874307.000000 Penalty: 3870.239258
	Iteration 49Q: 3 clusters Score -1.587431e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -15874468.000000 Penalty: 3870.239258
	Iteration 50Q: 3 clusters Score -1.587447e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -15874752.000000 Penalty: 3870.239258
	Iteration 51Q: 3 clusters Score -1.587475e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -15875093.000000 Penalty: 3870.239258
	Iteration 52Q: 3 clusters Score -1.587509e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -15875464.000000 Penalty: 3870.239258
	Iteration 53Q: 3 clusters Score -1.587546e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -15875686.000000 Penalty: 3870.239258
	Iteration 54Q: 3 clusters Score -1.587569e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -15875989.000000 Penalty: 3870.239258
	Iteration 55Q: 3 clusters Score -1.587599e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -15876289.000000 Penalty: 3870.239258
	Iteration 56Q: 3 clusters Score -1.587629e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -15876578.000000 Penalty: 3870.239258
	Iteration 57Q: 3 clusters Score -1.587658e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -15876795.000000 Penalty: 3870.239258
	Iteration 58Q: 3 clusters Score -1.58768e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -15877126.000000 Penalty: 3870.239258
	Iteration 59Q: 3 clusters Score -1.587713e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125604 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -15877313.000000 Penalty: 3870.239258
	Iteration 60F: 3 clusters Score -1.587731e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -15877642.000000 Penalty: 3870.239258
	Iteration 61Q: 3 clusters Score -1.587764e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -15877905.000000 Penalty: 3870.239258
	Iteration 62Q: 3 clusters Score -1.58779e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -15878215.000000 Penalty: 3870.239258
	Iteration 63Q: 3 clusters Score -1.587822e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129861 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -15878462.000000 Penalty: 3870.239258
	Iteration 64Q: 3 clusters Score -1.587846e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -15878697.000000 Penalty: 3870.239258
	Iteration 65Q: 3 clusters Score -1.58787e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -15878862.000000 Penalty: 3870.239258
	Iteration 66Q: 3 clusters Score -1.587886e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -15879075.000000 Penalty: 3870.239258
	Iteration 67Q: 3 clusters Score -1.587908e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -15879251.000000 Penalty: 3870.239258
	Iteration 68Q: 3 clusters Score -1.587925e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -15879425.000000 Penalty: 3870.239258
	Iteration 69Q: 3 clusters Score -1.587942e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -15879600.000000 Penalty: 3870.239258
	Iteration 70Q: 3 clusters Score -1.58796e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -15879787.000000 Penalty: 3870.239258
	Iteration 71Q: 3 clusters Score -1.587979e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136501 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -15879909.000000 Penalty: 3870.239258
	Iteration 72Q: 3 clusters Score -1.587991e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137205 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -15880130.000000 Penalty: 3870.239258
	Iteration 73Q: 3 clusters Score -1.588013e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -15880341.000000 Penalty: 3870.239258
	Iteration 74Q: 3 clusters Score -1.588034e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -15880433.000000 Penalty: 3870.239258
	Iteration 75Q: 3 clusters Score -1.588043e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139137 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -15880644.000000 Penalty: 3870.239258
	Iteration 76Q: 3 clusters Score -1.588064e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -15880842.000000 Penalty: 3870.239258
	Iteration 77Q: 3 clusters Score -1.588084e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -15880936.000000 Penalty: 3870.239258
	Iteration 78Q: 3 clusters Score -1.588094e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140735 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -15881102.000000 Penalty: 3870.239258
	Iteration 79Q: 3 clusters Score -1.58811e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141206 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -15881251.000000 Penalty: 3870.239258
	Iteration 80F: 3 clusters Score -1.588125e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -15881308.000000 Penalty: 3870.239258
	Iteration 81Q: 3 clusters Score -1.588131e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -15881413.000000 Penalty: 3870.239258
	Iteration 82Q: 3 clusters Score -1.588141e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -15881591.000000 Penalty: 3870.239258
	Iteration 83Q: 3 clusters Score -1.588159e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142779 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -15881664.000000 Penalty: 3870.239258
	Iteration 84Q: 3 clusters Score -1.588166e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -15881735.000000 Penalty: 3870.239258
	Iteration 85Q: 3 clusters Score -1.588174e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -15881800.000000 Penalty: 3870.239258
	Iteration 86Q: 3 clusters Score -1.58818e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -15881899.000000 Penalty: 3870.239258
	Iteration 87Q: 3 clusters Score -1.58819e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -15881928.000000 Penalty: 3870.239258
	Iteration 88Q: 3 clusters Score -1.588193e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -15881961.000000 Penalty: 3870.239258
	Iteration 89Q: 3 clusters Score -1.588196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -15881984.000000 Penalty: 3870.239258
	Iteration 90Q: 3 clusters Score -1.588198e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144426 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15882031.000000 Penalty: 3870.239258
	Iteration 91Q: 3 clusters Score -1.588203e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -15882050.000000 Penalty: 3870.239258
	Iteration 92Q: 3 clusters Score -1.588205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -15882083.000000 Penalty: 3870.239258
	Iteration 93Q: 3 clusters Score -1.588208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -15882116.000000 Penalty: 3870.239258
	Iteration 94Q: 3 clusters Score -1.588212e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -15882095.000000 Penalty: 3870.239258
	Iteration 95Q: 3 clusters Score -1.58821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -15882115.000000 Penalty: 3870.239258
	Iteration 96Q: 3 clusters Score -1.588212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145040 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -15882135.000000 Penalty: 3870.239258
	Iteration 97Q: 3 clusters Score -1.588214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145088 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -15882140.000000 Penalty: 3870.239258
	Iteration 98Q: 3 clusters Score -1.588214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145129 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15882125.000000 Penalty: 3870.239258
	Iteration 99Q: 3 clusters Score -1.588212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -15882139.000000 Penalty: 3870.239258
	Iteration 100F: 3 clusters Score -1.588214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -15882140.000000 Penalty: 3870.239258
	Iteration 101Q: 3 clusters Score -1.588214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -15882141.000000 Penalty: 3870.239258
	Iteration 102Q: 3 clusters Score -1.588214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -15882166.000000 Penalty: 3870.239258
	Iteration 103Q: 3 clusters Score -1.588217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145307 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15882166.000000 Penalty: 3870.239258
	Iteration 104Q: 3 clusters Score -1.588217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -15882179.000000 Penalty: 3870.239258
	Iteration 105Q: 3 clusters Score -1.588218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15882182.000000 Penalty: 3870.239258
	Iteration 106Q: 3 clusters Score -1.588218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145413 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -15882192.000000 Penalty: 3870.239258
	Iteration 107Q: 3 clusters Score -1.588219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145452 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -15882211.000000 Penalty: 3870.239258
	Iteration 108Q: 3 clusters Score -1.588221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -15882202.000000 Penalty: 3870.239258
	Iteration 109Q: 3 clusters Score -1.58822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -15882219.000000 Penalty: 3870.239258
	Iteration 110Q: 3 clusters Score -1.588222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145528 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -15882214.000000 Penalty: 3870.239258
	Iteration 111Q: 3 clusters Score -1.588221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -15882216.000000 Penalty: 3870.239258
	Iteration 112Q: 3 clusters Score -1.588222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -15882216.000000 Penalty: 3870.239258
	Iteration 113Q: 3 clusters Score -1.588222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -15882222.000000 Penalty: 3870.239258
	Iteration 114Q: 3 clusters Score -1.588222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145555 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -15882224.000000 Penalty: 3870.239258
	Iteration 115Q: 3 clusters Score -1.588222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -15882221.000000 Penalty: 3870.239258
	Iteration 116Q: 3 clusters Score -1.588222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -15882214.000000 Penalty: 3870.239258
	Iteration 117Q: 3 clusters Score -1.588221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -15882215.000000 Penalty: 3870.239258
	Iteration 118Q: 3 clusters Score -1.588222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15882219.000000 Penalty: 3870.239258
	Iteration 119Q: 3 clusters Score -1.588222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15882219.000000 Penalty: 3870.239258
	Iteration 120F: 3 clusters Score -1.588222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -15882228.000000 Penalty: 3870.239258
	Iteration 121Q: 3 clusters Score -1.588223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -15882224.000000 Penalty: 3870.239258
	Iteration 122Q: 3 clusters Score -1.588222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15882234.000000 Penalty: 3870.239258
	Iteration 123Q: 3 clusters Score -1.588223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145603 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15882227.000000 Penalty: 3870.239258
	Iteration 124Q: 3 clusters Score -1.588223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145609 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -15882225.000000 Penalty: 3870.239258
	Iteration 125Q: 3 clusters Score -1.588222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15882238.000000 Penalty: 3870.239258
	Iteration 126Q: 3 clusters Score -1.588224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145617 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -15882243.000000 Penalty: 3870.239258
	Iteration 127Q: 3 clusters Score -1.588224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -15882236.000000 Penalty: 3870.239258
	Iteration 128Q: 3 clusters Score -1.588224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -15882242.000000 Penalty: 3870.239258
	Iteration 129Q: 3 clusters Score -1.588224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -15882231.000000 Penalty: 3870.239258
	Iteration 130Q: 3 clusters Score -1.588223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -15882229.000000 Penalty: 3870.239258
	Iteration 131Q: 3 clusters Score -1.588223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -15882230.000000 Penalty: 3870.239258
	Iteration 132Q: 3 clusters Score -1.588223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15882230.000000 Penalty: 3870.239258
	Iteration 133Q: 3 clusters Score -1.588223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -15882228.000000 Penalty: 3870.239258
	Iteration 134Q: 3 clusters Score -1.588223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -15882234.000000 Penalty: 3870.239258
	Iteration 135Q: 3 clusters Score -1.588223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -15882230.000000 Penalty: 3870.239258
	Iteration 136Q: 3 clusters Score -1.588223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145662 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -15882228.000000 Penalty: 3870.239258
	Iteration 137Q: 3 clusters Score -1.588223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145662 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -15882228.000000 Penalty: 3870.239258
	Iteration 138F: 3 clusters Score -1.588223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -151249.406250 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -151249.4 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 737 members 
Entering Unmasked Estep 
Score: -149498.515625 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -149498.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -149858.703125 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -149858.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -149950.468750 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -149950.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150004.640625 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -150004.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -150032.281250 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -150032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -150054.375000 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -150054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -150077.390625 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -150077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -150098.937500 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -150098.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -150115.296875 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -150115.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150130.093750 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -150130.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150139.687500 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -150139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150148.828125 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -150148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150153.187500 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -150153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150156.750000 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -150156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150160.156250 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -150160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150161.812500 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -150161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150164.875000 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -150164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150170.000000 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -150170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -150176.031250 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -150176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -150181.046875 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -150181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -150185.843750 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -150185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -150187.515625 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -150187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -150191.625000 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -150191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -150196.125000 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -150196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -150201.687500 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -150201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -150206.265625 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -150206.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150208.906250 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -150208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150212.187500 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -150212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -150214.406250 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -150214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150216.578125 Penalty: 2364.205811
	Iteration 29Q: 3 clusters Score -150216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -150219.531250 Penalty: 2364.205811
	Iteration 30Q: 3 clusters Score -150219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150220.359375 Penalty: 2364.205811
	Iteration 31Q: 3 clusters Score -150220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150220.359375 Penalty: 2364.205811
	Iteration 32F: 3 clusters Score -150220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -487144.156250 Penalty: 1367.211426
	Iteration 0F: 2 clusters Score -487144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -483416.062500 Penalty: 2734.422852
	Iteration 0F: 3 clusters Score -483416.1 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -484428.656250 Penalty: 2734.422852
	Iteration 1F: 3 clusters Score -484428.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -484586.218750 Penalty: 2734.422852
	Iteration 2F: 3 clusters Score -484586.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -484696.718750 Penalty: 2734.422852
	Iteration 3Q: 3 clusters Score -484696.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -484765.687500 Penalty: 2734.422852
	Iteration 4Q: 3 clusters Score -484765.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -484814.843750 Penalty: 2734.422852
	Iteration 5Q: 3 clusters Score -484814.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -484844.093750 Penalty: 2734.422852
	Iteration 6Q: 3 clusters Score -484844.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -484867.000000 Penalty: 2734.422852
	Iteration 7Q: 3 clusters Score -484867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -484890.781250 Penalty: 2734.422852
	Iteration 8Q: 3 clusters Score -484890.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -484911.812500 Penalty: 2734.422852
	Iteration 9Q: 3 clusters Score -484911.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -484934.156250 Penalty: 2734.422852
	Iteration 10Q: 3 clusters Score -484934.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -484963.656250 Penalty: 2734.422852
	Iteration 11Q: 3 clusters Score -484963.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -484990.718750 Penalty: 2734.422852
	Iteration 12Q: 3 clusters Score -484990.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -485017.937500 Penalty: 2734.422852
	Iteration 13Q: 3 clusters Score -485017.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -485038.250000 Penalty: 2734.422852
	Iteration 14Q: 3 clusters Score -485038.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -485054.656250 Penalty: 2734.422852
	Iteration 15Q: 3 clusters Score -485054.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -485068.531250 Penalty: 2734.422852
	Iteration 16Q: 3 clusters Score -485068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -485083.937500 Penalty: 2734.422852
	Iteration 17Q: 3 clusters Score -485083.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -485100.812500 Penalty: 2734.422852
	Iteration 18Q: 3 clusters Score -485100.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -485119.031250 Penalty: 2734.422852
	Iteration 19Q: 3 clusters Score -485119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -485140.562500 Penalty: 2734.422852
	Iteration 20F: 3 clusters Score -485140.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -485159.000000 Penalty: 2734.422852
	Iteration 21Q: 3 clusters Score -485159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -485178.656250 Penalty: 2734.422852
	Iteration 22Q: 3 clusters Score -485178.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -485202.843750 Penalty: 2734.422852
	Iteration 23Q: 3 clusters Score -485202.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -485232.000000 Penalty: 2734.422852
	Iteration 24Q: 3 clusters Score -485232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -485258.000000 Penalty: 2734.422852
	Iteration 25Q: 3 clusters Score -485258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -485288.187500 Penalty: 2734.422852
	Iteration 26Q: 3 clusters Score -485288.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -485317.593750 Penalty: 2734.422852
	Iteration 27Q: 3 clusters Score -485317.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -485349.218750 Penalty: 2734.422852
	Iteration 28Q: 3 clusters Score -485349.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -485378.718750 Penalty: 2734.422852
	Iteration 29Q: 3 clusters Score -485378.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -485410.250000 Penalty: 2734.422852
	Iteration 30Q: 3 clusters Score -485410.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -485440.343750 Penalty: 2734.422852
	Iteration 31Q: 3 clusters Score -485440.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -485467.656250 Penalty: 2734.422852
	Iteration 32Q: 3 clusters Score -485467.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -485492.843750 Penalty: 2734.422852
	Iteration 33Q: 3 clusters Score -485492.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -485511.812500 Penalty: 2734.422852
	Iteration 34Q: 3 clusters Score -485511.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -485532.468750 Penalty: 2734.422852
	Iteration 35Q: 3 clusters Score -485532.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -485554.968750 Penalty: 2734.422852
	Iteration 36Q: 3 clusters Score -485555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -485575.906250 Penalty: 2734.422852
	Iteration 37Q: 3 clusters Score -485575.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -485592.031250 Penalty: 2734.422852
	Iteration 38Q: 3 clusters Score -485592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -485607.968750 Penalty: 2734.422852
	Iteration 39Q: 3 clusters Score -485608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -485624.437500 Penalty: 2734.422852
	Iteration 40F: 3 clusters Score -485624.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -485637.500000 Penalty: 2734.422852
	Iteration 41Q: 3 clusters Score -485637.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -485648.250000 Penalty: 2734.422852
	Iteration 42Q: 3 clusters Score -485648.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -485655.375000 Penalty: 2734.422852
	Iteration 43Q: 3 clusters Score -485655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -485662.437500 Penalty: 2734.422852
	Iteration 44Q: 3 clusters Score -485662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -485668.156250 Penalty: 2734.422852
	Iteration 45Q: 3 clusters Score -485668.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -485676.375000 Penalty: 2734.422852
	Iteration 46Q: 3 clusters Score -485676.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -485682.687500 Penalty: 2734.422852
	Iteration 47Q: 3 clusters Score -485682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -485688.718750 Penalty: 2734.422852
	Iteration 48Q: 3 clusters Score -485688.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -485692.343750 Penalty: 2734.422852
	Iteration 49Q: 3 clusters Score -485692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -485696.125000 Penalty: 2734.422852
	Iteration 50Q: 3 clusters Score -485696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -485699.000000 Penalty: 2734.422852
	Iteration 51Q: 3 clusters Score -485699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -485703.031250 Penalty: 2734.422852
	Iteration 52Q: 3 clusters Score -485703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -485707.000000 Penalty: 2734.422852
	Iteration 53Q: 3 clusters Score -485707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -485713.031250 Penalty: 2734.422852
	Iteration 54Q: 3 clusters Score -485713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -485720.062500 Penalty: 2734.422852
	Iteration 55Q: 3 clusters Score -485720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -485728.343750 Penalty: 2734.422852
	Iteration 56Q: 3 clusters Score -485728.3 nChanged 21
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: -485737.781250 Penalty: 2734.422852
	Iteration 57Q: 3 clusters Score -485737.8 nChanged 19
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: -485745.906250 Penalty: 2734.422852
	Iteration 58Q: 3 clusters Score -485745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -485752.062500 Penalty: 2734.422852
	Iteration 59Q: 3 clusters Score -485752.1 nChanged 17
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: -485757.218750 Penalty: 2734.422852
	Iteration 60F: 3 clusters Score -485757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -485761.375000 Penalty: 2734.422852
	Iteration 61Q: 3 clusters Score -485761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -485764.375000 Penalty: 2734.422852
	Iteration 62Q: 3 clusters Score -485764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -485769.000000 Penalty: 2734.422852
	Iteration 63Q: 3 clusters Score -485769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -485773.468750 Penalty: 2734.422852
	Iteration 64Q: 3 clusters Score -485773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -485777.781250 Penalty: 2734.422852
	Iteration 65Q: 3 clusters Score -485777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -485781.343750 Penalty: 2734.422852
	Iteration 66Q: 3 clusters Score -485781.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -485785.187500 Penalty: 2734.422852
	Iteration 67Q: 3 clusters Score -485785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -485787.906250 Penalty: 2734.422852
	Iteration 68Q: 3 clusters Score -485787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -485789.343750 Penalty: 2734.422852
	Iteration 69Q: 3 clusters Score -485789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -485791.156250 Penalty: 2734.422852
	Iteration 70Q: 3 clusters Score -485791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -485793.875000 Penalty: 2734.422852
	Iteration 71Q: 3 clusters Score -485793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -485798.781250 Penalty: 2734.422852
	Iteration 72Q: 3 clusters Score -485798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -485806.031250 Penalty: 2734.422852
	Iteration 73Q: 3 clusters Score -485806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -485812.187500 Penalty: 2734.422852
	Iteration 74Q: 3 clusters Score -485812.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -485819.562500 Penalty: 2734.422852
	Iteration 75Q: 3 clusters Score -485819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -485826.187500 Penalty: 2734.422852
	Iteration 76Q: 3 clusters Score -485826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -485830.250000 Penalty: 2734.422852
	Iteration 77Q: 3 clusters Score -485830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -485835.281250 Penalty: 2734.422852
	Iteration 78Q: 3 clusters Score -485835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -485838.687500 Penalty: 2734.422852
	Iteration 79Q: 3 clusters Score -485838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -485839.531250 Penalty: 2734.422852
	Iteration 80F: 3 clusters Score -485839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -485839.968750 Penalty: 2734.422852
	Iteration 81Q: 3 clusters Score -485840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -485841.187500 Penalty: 2734.422852
	Iteration 82Q: 3 clusters Score -485841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -485841.187500 Penalty: 2734.422852
	Iteration 83F: 3 clusters Score -485841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Entering Unmasked Estep 
Score: -1452636.750000 Penalty: 1543.643799
	Iteration 0F: 2 clusters Score -1452637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1443461.125000 Penalty: 3087.287598
	Iteration 0F: 3 clusters Score -1443461 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1446605.500000 Penalty: 3087.287598
	Iteration 1F: 3 clusters Score -1446606 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1446924.500000 Penalty: 3087.287598
	Iteration 2F: 3 clusters Score -1446924 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1447282.125000 Penalty: 3087.287598
	Iteration 3F: 3 clusters Score -1447282 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1447804.875000 Penalty: 3087.287598
	Iteration 4F: 3 clusters Score -1447805 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1448672.125000 Penalty: 3087.287598
	Iteration 5F: 3 clusters Score -1448672 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1449764.000000 Penalty: 3087.287598
	Iteration 6F: 3 clusters Score -1449764 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1450672.750000 Penalty: 3087.287598
	Iteration 7F: 3 clusters Score -1450673 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1451283.125000 Penalty: 3087.287598
	Iteration 8Q: 3 clusters Score -1451283 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1451654.625000 Penalty: 3087.287598
	Iteration 9Q: 3 clusters Score -1451655 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1451796.375000 Penalty: 3087.287598
	Iteration 10Q: 3 clusters Score -1451796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1451877.000000 Penalty: 3087.287598
	Iteration 11Q: 3 clusters Score -1451877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1451932.750000 Penalty: 3087.287598
	Iteration 12Q: 3 clusters Score -1451933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1451965.250000 Penalty: 3087.287598
	Iteration 13Q: 3 clusters Score -1451965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1451981.500000 Penalty: 3087.287598
	Iteration 14Q: 3 clusters Score -1451982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1451986.750000 Penalty: 3087.287598
	Iteration 15Q: 3 clusters Score -1451987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1451994.625000 Penalty: 3087.287598
	Iteration 16Q: 3 clusters Score -1451995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1452003.500000 Penalty: 3087.287598
	Iteration 17Q: 3 clusters Score -1452004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1452008.750000 Penalty: 3087.287598
	Iteration 18Q: 3 clusters Score -1452009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1452010.250000 Penalty: 3087.287598
	Iteration 19Q: 3 clusters Score -1452010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1452010.875000 Penalty: 3087.287598
	Iteration 20F: 3 clusters Score -1452011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1452013.125000 Penalty: 3087.287598
	Iteration 21Q: 3 clusters Score -1452013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1452013.375000 Penalty: 3087.287598
	Iteration 22Q: 3 clusters Score -1452013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1452010.750000 Penalty: 3087.287598
	Iteration 23Q: 3 clusters Score -1452011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1452010.750000 Penalty: 3087.287598
	Iteration 24F: 3 clusters Score -1452011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -1361766.000000 Penalty: 1540.671265
	Iteration 0F: 2 clusters Score -1361766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1352550.500000 Penalty: 3081.342529
	Iteration 0F: 3 clusters Score -1352550 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1355578.500000 Penalty: 3081.342529
	Iteration 1F: 3 clusters Score -1355578 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1355864.625000 Penalty: 3081.342529
	Iteration 2F: 3 clusters Score -1355865 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1356210.500000 Penalty: 3081.342529
	Iteration 3F: 3 clusters Score -1356210 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1356641.375000 Penalty: 3081.342529
	Iteration 4F: 3 clusters Score -1356641 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1357121.125000 Penalty: 3081.342529
	Iteration 5F: 3 clusters Score -1357121 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1357593.500000 Penalty: 3081.342529
	Iteration 6F: 3 clusters Score -1357594 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1358046.250000 Penalty: 3081.342529
	Iteration 7F: 3 clusters Score -1358046 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1358432.375000 Penalty: 3081.342529
	Iteration 8F: 3 clusters Score -1358432 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1358840.000000 Penalty: 3081.342529
	Iteration 9Q: 3 clusters Score -1358840 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1359216.375000 Penalty: 3081.342529
	Iteration 10Q: 3 clusters Score -1359216 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1359518.750000 Penalty: 3081.342529
	Iteration 11Q: 3 clusters Score -1359519 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1359705.250000 Penalty: 3081.342529
	Iteration 12Q: 3 clusters Score -1359705 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1359859.000000 Penalty: 3081.342529
	Iteration 13Q: 3 clusters Score -1359859 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1360013.250000 Penalty: 3081.342529
	Iteration 14Q: 3 clusters Score -1360013 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1360134.125000 Penalty: 3081.342529
	Iteration 15Q: 3 clusters Score -1360134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1360241.500000 Penalty: 3081.342529
	Iteration 16Q: 3 clusters Score -1360242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1360341.750000 Penalty: 3081.342529
	Iteration 17Q: 3 clusters Score -1360342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1360414.875000 Penalty: 3081.342529
	Iteration 18Q: 3 clusters Score -1360415 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1360481.375000 Penalty: 3081.342529
	Iteration 19Q: 3 clusters Score -1360481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1360547.625000 Penalty: 3081.342529
	Iteration 20F: 3 clusters Score -1360548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1360626.875000 Penalty: 3081.342529
	Iteration 21Q: 3 clusters Score -1360627 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1360725.250000 Penalty: 3081.342529
	Iteration 22Q: 3 clusters Score -1360725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1360894.375000 Penalty: 3081.342529
	Iteration 23Q: 3 clusters Score -1360894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1361087.125000 Penalty: 3081.342529
	Iteration 24Q: 3 clusters Score -1361087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1361167.875000 Penalty: 3081.342529
	Iteration 25Q: 3 clusters Score -1361168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1361206.750000 Penalty: 3081.342529
	Iteration 26Q: 3 clusters Score -1361207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1361221.500000 Penalty: 3081.342529
	Iteration 27Q: 3 clusters Score -1361222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1361235.625000 Penalty: 3081.342529
	Iteration 28Q: 3 clusters Score -1361236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1361242.125000 Penalty: 3081.342529
	Iteration 29Q: 3 clusters Score -1361242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1361245.625000 Penalty: 3081.342529
	Iteration 30Q: 3 clusters Score -1361246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1361248.125000 Penalty: 3081.342529
	Iteration 31Q: 3 clusters Score -1361248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1361253.875000 Penalty: 3081.342529
	Iteration 32Q: 3 clusters Score -1361254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1361253.750000 Penalty: 3081.342529
	Iteration 33Q: 3 clusters Score -1361254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1361254.500000 Penalty: 3081.342529
	Iteration 34Q: 3 clusters Score -1361254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1361255.250000 Penalty: 3081.342529
	Iteration 35Q: 3 clusters Score -1361255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1361255.000000 Penalty: 3081.342529
	Iteration 36Q: 3 clusters Score -1361255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1361256.500000 Penalty: 3081.342529
	Iteration 37Q: 3 clusters Score -1361256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1361256.500000 Penalty: 3081.342529
	Iteration 38F: 3 clusters Score -1361256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Entering Unmasked Estep 
Score: -1335590.375000 Penalty: 1529.751099
	Iteration 0F: 2 clusters Score -1335590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1326929.000000 Penalty: 3059.502197
	Iteration 0F: 3 clusters Score -1326929 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1329933.125000 Penalty: 3059.502197
	Iteration 1F: 3 clusters Score -1329933 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1330138.000000 Penalty: 3059.502197
	Iteration 2F: 3 clusters Score -1330138 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1330297.875000 Penalty: 3059.502197
	Iteration 3Q: 3 clusters Score -1330298 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1330426.625000 Penalty: 3059.502197
	Iteration 4Q: 3 clusters Score -1330427 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1330561.750000 Penalty: 3059.502197
	Iteration 5Q: 3 clusters Score -1330562 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1330708.500000 Penalty: 3059.502197
	Iteration 6Q: 3 clusters Score -1330708 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1330927.000000 Penalty: 3059.502197
	Iteration 7Q: 3 clusters Score -1330927 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1331210.000000 Penalty: 3059.502197
	Iteration 8Q: 3 clusters Score -1331210 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1331577.375000 Penalty: 3059.502197
	Iteration 9Q: 3 clusters Score -1331577 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1332012.250000 Penalty: 3059.502197
	Iteration 10Q: 3 clusters Score -1332012 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1332457.125000 Penalty: 3059.502197
	Iteration 11Q: 3 clusters Score -1332457 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1332842.625000 Penalty: 3059.502197
	Iteration 12Q: 3 clusters Score -1332843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1333195.000000 Penalty: 3059.502197
	Iteration 13Q: 3 clusters Score -1333195 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1333474.500000 Penalty: 3059.502197
	Iteration 14Q: 3 clusters Score -1333474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1333687.875000 Penalty: 3059.502197
	Iteration 15Q: 3 clusters Score -1333688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1333812.875000 Penalty: 3059.502197
	Iteration 16Q: 3 clusters Score -1333813 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1333902.250000 Penalty: 3059.502197
	Iteration 17Q: 3 clusters Score -1333902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1333982.125000 Penalty: 3059.502197
	Iteration 18Q: 3 clusters Score -1333982 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1334074.125000 Penalty: 3059.502197
	Iteration 19Q: 3 clusters Score -1334074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1334124.750000 Penalty: 3059.502197
	Iteration 20F: 3 clusters Score -1334125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1334160.500000 Penalty: 3059.502197
	Iteration 21Q: 3 clusters Score -1334160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1334193.250000 Penalty: 3059.502197
	Iteration 22Q: 3 clusters Score -1334193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1334218.875000 Penalty: 3059.502197
	Iteration 23Q: 3 clusters Score -1334219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1334238.250000 Penalty: 3059.502197
	Iteration 24Q: 3 clusters Score -1334238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1334258.625000 Penalty: 3059.502197
	Iteration 25Q: 3 clusters Score -1334259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1334269.125000 Penalty: 3059.502197
	Iteration 26Q: 3 clusters Score -1334269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1334277.375000 Penalty: 3059.502197
	Iteration 27Q: 3 clusters Score -1334277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1334279.125000 Penalty: 3059.502197
	Iteration 28Q: 3 clusters Score -1334279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1334283.875000 Penalty: 3059.502197
	Iteration 29Q: 3 clusters Score -1334284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1334283.750000 Penalty: 3059.502197
	Iteration 30Q: 3 clusters Score -1334284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1334287.375000 Penalty: 3059.502197
	Iteration 31Q: 3 clusters Score -1334287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1334291.000000 Penalty: 3059.502197
	Iteration 32Q: 3 clusters Score -1334291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1334291.000000 Penalty: 3059.502197
	Iteration 33F: 3 clusters Score -1334291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Entering Unmasked Estep 
Score: -1568894.750000 Penalty: 1555.742798
	Iteration 0F: 2 clusters Score -1568895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1559002.875000 Penalty: 3111.485596
	Iteration 0F: 3 clusters Score -1559003 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1562697.125000 Penalty: 3111.485596
	Iteration 1F: 3 clusters Score -1562697 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1563264.625000 Penalty: 3111.485596
	Iteration 2F: 3 clusters Score -1563265 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1563894.375000 Penalty: 3111.485596
	Iteration 3F: 3 clusters Score -1563894 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1564676.000000 Penalty: 3111.485596
	Iteration 4F: 3 clusters Score -1564676 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1565568.625000 Penalty: 3111.485596
	Iteration 5F: 3 clusters Score -1565569 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1566373.000000 Penalty: 3111.485596
	Iteration 6F: 3 clusters Score -1566373 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1566860.750000 Penalty: 3111.485596
	Iteration 7Q: 3 clusters Score -1566861 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1567035.250000 Penalty: 3111.485596
	Iteration 8Q: 3 clusters Score -1567035 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1567116.875000 Penalty: 3111.485596
	Iteration 9Q: 3 clusters Score -1567117 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1567156.500000 Penalty: 3111.485596
	Iteration 10Q: 3 clusters Score -1567156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1567187.250000 Penalty: 3111.485596
	Iteration 11Q: 3 clusters Score -1567187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1567202.625000 Penalty: 3111.485596
	Iteration 12Q: 3 clusters Score -1567203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1567215.500000 Penalty: 3111.485596
	Iteration 13Q: 3 clusters Score -1567216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1567228.750000 Penalty: 3111.485596
	Iteration 14Q: 3 clusters Score -1567229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1567246.375000 Penalty: 3111.485596
	Iteration 15Q: 3 clusters Score -1567246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1567263.875000 Penalty: 3111.485596
	Iteration 16Q: 3 clusters Score -1567264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1567278.750000 Penalty: 3111.485596
	Iteration 17Q: 3 clusters Score -1567279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1567297.125000 Penalty: 3111.485596
	Iteration 18Q: 3 clusters Score -1567297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1567313.125000 Penalty: 3111.485596
	Iteration 19Q: 3 clusters Score -1567313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1567330.875000 Penalty: 3111.485596
	Iteration 20F: 3 clusters Score -1567331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1567352.000000 Penalty: 3111.485596
	Iteration 21Q: 3 clusters Score -1567352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1567365.125000 Penalty: 3111.485596
	Iteration 22Q: 3 clusters Score -1567365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1567386.750000 Penalty: 3111.485596
	Iteration 23Q: 3 clusters Score -1567387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1567402.250000 Penalty: 3111.485596
	Iteration 24Q: 3 clusters Score -1567402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1567413.875000 Penalty: 3111.485596
	Iteration 25Q: 3 clusters Score -1567414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1567421.250000 Penalty: 3111.485596
	Iteration 26Q: 3 clusters Score -1567421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1567430.250000 Penalty: 3111.485596
	Iteration 27Q: 3 clusters Score -1567430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1567438.750000 Penalty: 3111.485596
	Iteration 28Q: 3 clusters Score -1567439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1567443.875000 Penalty: 3111.485596
	Iteration 29Q: 3 clusters Score -1567444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1567451.625000 Penalty: 3111.485596
	Iteration 30Q: 3 clusters Score -1567452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1567454.250000 Penalty: 3111.485596
	Iteration 31Q: 3 clusters Score -1567454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1567464.625000 Penalty: 3111.485596
	Iteration 32Q: 3 clusters Score -1567465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1567471.875000 Penalty: 3111.485596
	Iteration 33Q: 3 clusters Score -1567472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1567469.000000 Penalty: 3111.485596
	Iteration 34Q: 3 clusters Score -1567469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1567474.000000 Penalty: 3111.485596
	Iteration 35Q: 3 clusters Score -1567474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1567477.125000 Penalty: 3111.485596
	Iteration 36Q: 3 clusters Score -1567477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1567480.500000 Penalty: 3111.485596
	Iteration 37Q: 3 clusters Score -1567480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1567481.000000 Penalty: 3111.485596
	Iteration 38Q: 3 clusters Score -1567481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1567481.750000 Penalty: 3111.485596
	Iteration 39Q: 3 clusters Score -1567482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1567486.750000 Penalty: 3111.485596
	Iteration 40F: 3 clusters Score -1567487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1567490.125000 Penalty: 3111.485596
	Iteration 41Q: 3 clusters Score -1567490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1567492.250000 Penalty: 3111.485596
	Iteration 42Q: 3 clusters Score -1567492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1567492.750000 Penalty: 3111.485596
	Iteration 43Q: 3 clusters Score -1567493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1567495.875000 Penalty: 3111.485596
	Iteration 44Q: 3 clusters Score -1567496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1567499.875000 Penalty: 3111.485596
	Iteration 45Q: 3 clusters Score -1567500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1567502.375000 Penalty: 3111.485596
	Iteration 46Q: 3 clusters Score -1567502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1567504.125000 Penalty: 3111.485596
	Iteration 47Q: 3 clusters Score -1567504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1567511.125000 Penalty: 3111.485596
	Iteration 48Q: 3 clusters Score -1567511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1567514.750000 Penalty: 3111.485596
	Iteration 49Q: 3 clusters Score -1567515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1567516.750000 Penalty: 3111.485596
	Iteration 50Q: 3 clusters Score -1567517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1567523.125000 Penalty: 3111.485596
	Iteration 51Q: 3 clusters Score -1567523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1567526.000000 Penalty: 3111.485596
	Iteration 52Q: 3 clusters Score -1567526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1567529.750000 Penalty: 3111.485596
	Iteration 53Q: 3 clusters Score -1567530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1567531.750000 Penalty: 3111.485596
	Iteration 54Q: 3 clusters Score -1567532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1567537.875000 Penalty: 3111.485596
	Iteration 55Q: 3 clusters Score -1567538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1567538.000000 Penalty: 3111.485596
	Iteration 56Q: 3 clusters Score -1567538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1567539.000000 Penalty: 3111.485596
	Iteration 57Q: 3 clusters Score -1567539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1567541.375000 Penalty: 3111.485596
	Iteration 58Q: 3 clusters Score -1567541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1567544.500000 Penalty: 3111.485596
	Iteration 59Q: 3 clusters Score -1567544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1567543.750000 Penalty: 3111.485596
	Iteration 60F: 3 clusters Score -1567544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1567550.000000 Penalty: 3111.485596
	Iteration 61Q: 3 clusters Score -1567550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1567549.750000 Penalty: 3111.485596
	Iteration 62Q: 3 clusters Score -1567550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1567553.000000 Penalty: 3111.485596
	Iteration 63Q: 3 clusters Score -1567553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1567555.000000 Penalty: 3111.485596
	Iteration 64Q: 3 clusters Score -1567555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1567556.625000 Penalty: 3111.485596
	Iteration 65Q: 3 clusters Score -1567557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1567557.625000 Penalty: 3111.485596
	Iteration 66Q: 3 clusters Score -1567558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1567557.500000 Penalty: 3111.485596
	Iteration 67Q: 3 clusters Score -1567558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1567557.500000 Penalty: 3111.485596
	Iteration 68F: 3 clusters Score -1567558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Entering Unmasked Estep 
Score: -5966301.000000 Penalty: 1779.594360
	Iteration 0F: 2 clusters Score -5966301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5928261.500000 Penalty: 3559.188721
	Iteration 0F: 3 clusters Score -5928262 nChanged 26871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -5943745.000000 Penalty: 3559.188721
	Iteration 1F: 3 clusters Score -5943745 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5944704.500000 Penalty: 3559.188721
	Iteration 2Q: 3 clusters Score -5944704 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5946068.000000 Penalty: 3559.188721
	Iteration 3F: 3 clusters Score -5946068 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5948086.000000 Penalty: 3559.188721
	Iteration 4F: 3 clusters Score -5948086 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5951236.500000 Penalty: 3559.188721
	Iteration 5F: 3 clusters Score -5951236 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -5955347.500000 Penalty: 3559.188721
	Iteration 6F: 3 clusters Score -5955348 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -5959371.000000 Penalty: 3559.188721
	Iteration 7F: 3 clusters Score -5959371 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -5962172.500000 Penalty: 3559.188721
	Iteration 8F: 3 clusters Score -5962172 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -5963507.500000 Penalty: 3559.188721
	Iteration 9Q: 3 clusters Score -5963508 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -5964172.500000 Penalty: 3559.188721
	Iteration 10Q: 3 clusters Score -5964172 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -5964445.000000 Penalty: 3559.188721
	Iteration 11Q: 3 clusters Score -5964445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -5964583.500000 Penalty: 3559.188721
	Iteration 12Q: 3 clusters Score -5964584 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -5964670.000000 Penalty: 3559.188721
	Iteration 13Q: 3 clusters Score -5964670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -5964719.000000 Penalty: 3559.188721
	Iteration 14Q: 3 clusters Score -5964719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -5964767.000000 Penalty: 3559.188721
	Iteration 15Q: 3 clusters Score -5964767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -5964794.000000 Penalty: 3559.188721
	Iteration 16Q: 3 clusters Score -5964794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -5964810.000000 Penalty: 3559.188721
	Iteration 17Q: 3 clusters Score -5964810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5964822.500000 Penalty: 3559.188721
	Iteration 18Q: 3 clusters Score -5964822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -5964839.000000 Penalty: 3559.188721
	Iteration 19Q: 3 clusters Score -5964839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -5964846.500000 Penalty: 3559.188721
	Iteration 20F: 3 clusters Score -5964846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -5964850.000000 Penalty: 3559.188721
	Iteration 21Q: 3 clusters Score -5964850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -5964853.500000 Penalty: 3559.188721
	Iteration 22Q: 3 clusters Score -5964854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -5964860.000000 Penalty: 3559.188721
	Iteration 23Q: 3 clusters Score -5964860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -5964856.500000 Penalty: 3559.188721
	Iteration 24Q: 3 clusters Score -5964856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -5964856.000000 Penalty: 3559.188721
	Iteration 25Q: 3 clusters Score -5964856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -5964856.000000 Penalty: 3559.188721
	Iteration 26F: 3 clusters Score -5964856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -821186.125000 Penalty: 1459.645752
	Iteration 0F: 2 clusters Score -821186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -815341.187500 Penalty: 2919.291504
	Iteration 0F: 3 clusters Score -815341.2 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -817068.937500 Penalty: 2919.291504
	Iteration 1F: 3 clusters Score -817068.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -817266.750000 Penalty: 2919.291504
	Iteration 2F: 3 clusters Score -817266.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -817417.750000 Penalty: 2919.291504
	Iteration 3Q: 3 clusters Score -817417.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -817550.312500 Penalty: 2919.291504
	Iteration 4Q: 3 clusters Score -817550.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -817685.812500 Penalty: 2919.291504
	Iteration 5Q: 3 clusters Score -817685.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -817869.687500 Penalty: 2919.291504
	Iteration 6Q: 3 clusters Score -817869.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -818080.875000 Penalty: 2919.291504
	Iteration 7Q: 3 clusters Score -818080.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -818304.187500 Penalty: 2919.291504
	Iteration 8Q: 3 clusters Score -818304.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -818566.375000 Penalty: 2919.291504
	Iteration 9F: 3 clusters Score -818566.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -818853.000000 Penalty: 2919.291504
	Iteration 10F: 3 clusters Score -818853 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -819118.812500 Penalty: 2919.291504
	Iteration 11F: 3 clusters Score -819118.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -819385.000000 Penalty: 2919.291504
	Iteration 12Q: 3 clusters Score -819385 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -819607.000000 Penalty: 2919.291504
	Iteration 13Q: 3 clusters Score -819607 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -819796.937500 Penalty: 2919.291504
	Iteration 14Q: 3 clusters Score -819796.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -819952.437500 Penalty: 2919.291504
	Iteration 15Q: 3 clusters Score -819952.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -820074.687500 Penalty: 2919.291504
	Iteration 16Q: 3 clusters Score -820074.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -820150.000000 Penalty: 2919.291504
	Iteration 17Q: 3 clusters Score -820150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -820207.562500 Penalty: 2919.291504
	Iteration 18Q: 3 clusters Score -820207.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -820248.875000 Penalty: 2919.291504
	Iteration 19Q: 3 clusters Score -820248.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -820272.125000 Penalty: 2919.291504
	Iteration 20F: 3 clusters Score -820272.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -820283.625000 Penalty: 2919.291504
	Iteration 21Q: 3 clusters Score -820283.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -820292.500000 Penalty: 2919.291504
	Iteration 22Q: 3 clusters Score -820292.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -820299.937500 Penalty: 2919.291504
	Iteration 23Q: 3 clusters Score -820299.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -820305.500000 Penalty: 2919.291504
	Iteration 24Q: 3 clusters Score -820305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -820307.437500 Penalty: 2919.291504
	Iteration 25Q: 3 clusters Score -820307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -820311.750000 Penalty: 2919.291504
	Iteration 26Q: 3 clusters Score -820311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -820318.375000 Penalty: 2919.291504
	Iteration 27Q: 3 clusters Score -820318.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -820321.812500 Penalty: 2919.291504
	Iteration 28Q: 3 clusters Score -820321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -820324.062500 Penalty: 2919.291504
	Iteration 29Q: 3 clusters Score -820324.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -820328.750000 Penalty: 2919.291504
	Iteration 30Q: 3 clusters Score -820328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -820330.250000 Penalty: 2919.291504
	Iteration 31Q: 3 clusters Score -820330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -820330.625000 Penalty: 2919.291504
	Iteration 32Q: 3 clusters Score -820330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -820333.812500 Penalty: 2919.291504
	Iteration 33Q: 3 clusters Score -820333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -820334.750000 Penalty: 2919.291504
	Iteration 34Q: 3 clusters Score -820334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -820336.750000 Penalty: 2919.291504
	Iteration 35Q: 3 clusters Score -820336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -820335.625000 Penalty: 2919.291504
	Iteration 36Q: 3 clusters Score -820335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -820335.437500 Penalty: 2919.291504
	Iteration 37Q: 3 clusters Score -820335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -820335.875000 Penalty: 2919.291504
	Iteration 38Q: 3 clusters Score -820335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -820334.062500 Penalty: 2919.291504
	Iteration 39Q: 3 clusters Score -820334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -820336.875000 Penalty: 2919.291504
	Iteration 40F: 3 clusters Score -820336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -820337.250000 Penalty: 2919.291504
	Iteration 41Q: 3 clusters Score -820337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -820337.250000 Penalty: 2919.291504
	Iteration 42F: 3 clusters Score -820337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -17731.187500 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -17731.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17087.878906 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -17087.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17196.935547 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -17196.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17215.962891 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -17215.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17220.453125 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -17220.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17224.472656 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -17224.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17224.472656 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -17224.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -403230.406250 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -403230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399822.187500 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -399822.2 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -400680.062500 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -400680.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -400835.937500 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -400835.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -400942.718750 Penalty: 2706.746582
	Iteration 3Q: 3 clusters Score -400942.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -401038.375000 Penalty: 2706.746582
	Iteration 4Q: 3 clusters Score -401038.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -401144.187500 Penalty: 2706.746582
	Iteration 5Q: 3 clusters Score -401144.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -401270.375000 Penalty: 2706.746582
	Iteration 6Q: 3 clusters Score -401270.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -401423.156250 Penalty: 2706.746582
	Iteration 7Q: 3 clusters Score -401423.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -401571.218750 Penalty: 2706.746582
	Iteration 8Q: 3 clusters Score -401571.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -401732.875000 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -401732.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -401878.562500 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -401878.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -402019.093750 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -402019.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -402105.500000 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -402105.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -402168.156250 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -402168.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -402242.593750 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -402242.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -402328.718750 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -402328.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -402403.000000 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -402403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -402452.906250 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -402452.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -402489.343750 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -402489.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -402519.875000 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -402519.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -402548.875000 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -402548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -402571.625000 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -402571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -402584.625000 Penalty: 2706.746582
	Iteration 22Q: 3 clusters Score -402584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -402598.656250 Penalty: 2706.746582
	Iteration 23Q: 3 clusters Score -402598.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -402603.125000 Penalty: 2706.746582
	Iteration 24Q: 3 clusters Score -402603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -402605.531250 Penalty: 2706.746582
	Iteration 25Q: 3 clusters Score -402605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -402607.375000 Penalty: 2706.746582
	Iteration 26Q: 3 clusters Score -402607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -402610.593750 Penalty: 2706.746582
	Iteration 27Q: 3 clusters Score -402610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -402615.625000 Penalty: 2706.746582
	Iteration 28Q: 3 clusters Score -402615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -402617.750000 Penalty: 2706.746582
	Iteration 29Q: 3 clusters Score -402617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -402618.875000 Penalty: 2706.746582
	Iteration 30Q: 3 clusters Score -402618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -402619.531250 Penalty: 2706.746582
	Iteration 31Q: 3 clusters Score -402619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -402619.531250 Penalty: 2706.746582
	Iteration 32F: 3 clusters Score -402619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Entering Unmasked Estep 
Score: -15657514.000000 Penalty: 1933.091431
	Iteration 0F: 2 clusters Score -1.565751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -15559524.000000 Penalty: 3866.182861
	Iteration 0F: 3 clusters Score -1.555952e+07 nChanged 70687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -15601343.000000 Penalty: 3866.182861
	Iteration 1F: 3 clusters Score -1.560134e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -15602987.000000 Penalty: 3866.182861
	Iteration 2Q: 3 clusters Score -1.560299e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -15605363.000000 Penalty: 3866.182861
	Iteration 3Q: 3 clusters Score -1.560536e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -15609724.000000 Penalty: 3866.182861
	Iteration 4Q: 3 clusters Score -1.560972e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -15616524.000000 Penalty: 3866.182861
	Iteration 5F: 3 clusters Score -1.561652e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -15625163.000000 Penalty: 3866.182861
	Iteration 6F: 3 clusters Score -1.562516e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -15633837.000000 Penalty: 3866.182861
	Iteration 7F: 3 clusters Score -1.563384e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -15640692.000000 Penalty: 3866.182861
	Iteration 8F: 3 clusters Score -1.564069e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -15645266.000000 Penalty: 3866.182861
	Iteration 9Q: 3 clusters Score -1.564527e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -15648466.000000 Penalty: 3866.182861
	Iteration 10Q: 3 clusters Score -1.564847e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -15650804.000000 Penalty: 3866.182861
	Iteration 11Q: 3 clusters Score -1.56508e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -15652400.000000 Penalty: 3866.182861
	Iteration 12Q: 3 clusters Score -1.56524e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -15653368.000000 Penalty: 3866.182861
	Iteration 13Q: 3 clusters Score -1.565337e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -15654183.000000 Penalty: 3866.182861
	Iteration 14Q: 3 clusters Score -1.565418e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -15654749.000000 Penalty: 3866.182861
	Iteration 15Q: 3 clusters Score -1.565475e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -15655112.000000 Penalty: 3866.182861
	Iteration 16Q: 3 clusters Score -1.565511e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 145253 members 
Entering Unmasked Estep 
Score: -15655312.000000 Penalty: 3866.182861
	Iteration 17Q: 3 clusters Score -1.565531e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -15655492.000000 Penalty: 3866.182861
	Iteration 18Q: 3 clusters Score -1.565549e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -15655559.000000 Penalty: 3866.182861
	Iteration 19Q: 3 clusters Score -1.565556e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -15655612.000000 Penalty: 3866.182861
	Iteration 20F: 3 clusters Score -1.565561e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -15655681.000000 Penalty: 3866.182861
	Iteration 21Q: 3 clusters Score -1.565568e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -15655729.000000 Penalty: 3866.182861
	Iteration 22Q: 3 clusters Score -1.565573e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -15655746.000000 Penalty: 3866.182861
	Iteration 23Q: 3 clusters Score -1.565575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 146078 members 
Entering Unmasked Estep 
Score: -15655782.000000 Penalty: 3866.182861
	Iteration 24Q: 3 clusters Score -1.565578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 146116 members 
Entering Unmasked Estep 
Score: -15655808.000000 Penalty: 3866.182861
	Iteration 25Q: 3 clusters Score -1.565581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 146145 members 
Entering Unmasked Estep 
Score: -15655828.000000 Penalty: 3866.182861
	Iteration 26Q: 3 clusters Score -1.565583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -15655821.000000 Penalty: 3866.182861
	Iteration 27Q: 3 clusters Score -1.565582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -15655829.000000 Penalty: 3866.182861
	Iteration 28Q: 3 clusters Score -1.565583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -15655834.000000 Penalty: 3866.182861
	Iteration 29Q: 3 clusters Score -1.565583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -15655845.000000 Penalty: 3866.182861
	Iteration 30Q: 3 clusters Score -1.565584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -15655855.000000 Penalty: 3866.182861
	Iteration 31Q: 3 clusters Score -1.565586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -15655855.000000 Penalty: 3866.182861
	Iteration 32Q: 3 clusters Score -1.565586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 146208 members 
Entering Unmasked Estep 
Score: -15655852.000000 Penalty: 3866.182861
	Iteration 33Q: 3 clusters Score -1.565585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -15655855.000000 Penalty: 3866.182861
	Iteration 34Q: 3 clusters Score -1.565586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 146214 members 
Entering Unmasked Estep 
Score: -15655863.000000 Penalty: 3866.182861
	Iteration 35Q: 3 clusters Score -1.565586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -15655863.000000 Penalty: 3866.182861
	Iteration 36Q: 3 clusters Score -1.565586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -15655870.000000 Penalty: 3866.182861
	Iteration 37Q: 3 clusters Score -1.565587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -15655871.000000 Penalty: 3866.182861
	Iteration 38Q: 3 clusters Score -1.565587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -15655871.000000 Penalty: 3866.182861
	Iteration 39F: 3 clusters Score -1.565587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Entering Unmasked Estep 
Score: -2227959.500000 Penalty: 1611.150757
	Iteration 0F: 2 clusters Score -2227960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2214060.750000 Penalty: 3222.301514
	Iteration 0F: 3 clusters Score -2214061 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2219149.000000 Penalty: 3222.301514
	Iteration 1F: 3 clusters Score -2219149 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2219443.250000 Penalty: 3222.301514
	Iteration 2Q: 3 clusters Score -2219443 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2219705.750000 Penalty: 3222.301514
	Iteration 3Q: 3 clusters Score -2219706 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2219940.500000 Penalty: 3222.301514
	Iteration 4Q: 3 clusters Score -2219940 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2220228.250000 Penalty: 3222.301514
	Iteration 5Q: 3 clusters Score -2220228 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2220591.500000 Penalty: 3222.301514
	Iteration 6Q: 3 clusters Score -2220592 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2221058.500000 Penalty: 3222.301514
	Iteration 7Q: 3 clusters Score -2221058 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2221602.750000 Penalty: 3222.301514
	Iteration 8Q: 3 clusters Score -2221603 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2222225.500000 Penalty: 3222.301514
	Iteration 9Q: 3 clusters Score -2222226 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2222933.250000 Penalty: 3222.301514
	Iteration 10Q: 3 clusters Score -2222933 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2223528.250000 Penalty: 3222.301514
	Iteration 11Q: 3 clusters Score -2223528 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2224020.500000 Penalty: 3222.301514
	Iteration 12Q: 3 clusters Score -2224020 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2224384.750000 Penalty: 3222.301514
	Iteration 13Q: 3 clusters Score -2224385 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2224643.250000 Penalty: 3222.301514
	Iteration 14Q: 3 clusters Score -2224643 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2224862.750000 Penalty: 3222.301514
	Iteration 15Q: 3 clusters Score -2224863 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2225073.500000 Penalty: 3222.301514
	Iteration 16Q: 3 clusters Score -2225074 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2225267.500000 Penalty: 3222.301514
	Iteration 17Q: 3 clusters Score -2225268 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2225458.000000 Penalty: 3222.301514
	Iteration 18Q: 3 clusters Score -2225458 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2225648.250000 Penalty: 3222.301514
	Iteration 19Q: 3 clusters Score -2225648 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2225805.000000 Penalty: 3222.301514
	Iteration 20F: 3 clusters Score -2225805 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2225945.500000 Penalty: 3222.301514
	Iteration 21Q: 3 clusters Score -2225946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2226064.250000 Penalty: 3222.301514
	Iteration 22Q: 3 clusters Score -2226064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2226169.750000 Penalty: 3222.301514
	Iteration 23Q: 3 clusters Score -2226170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2226237.500000 Penalty: 3222.301514
	Iteration 24Q: 3 clusters Score -2226238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2226319.000000 Penalty: 3222.301514
	Iteration 25Q: 3 clusters Score -2226319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2226384.750000 Penalty: 3222.301514
	Iteration 26Q: 3 clusters Score -2226385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2226428.250000 Penalty: 3222.301514
	Iteration 27Q: 3 clusters Score -2226428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2226466.500000 Penalty: 3222.301514
	Iteration 28Q: 3 clusters Score -2226466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2226498.750000 Penalty: 3222.301514
	Iteration 29Q: 3 clusters Score -2226499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2226514.250000 Penalty: 3222.301514
	Iteration 30Q: 3 clusters Score -2226514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2226529.750000 Penalty: 3222.301514
	Iteration 31Q: 3 clusters Score -2226530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2226540.750000 Penalty: 3222.301514
	Iteration 32Q: 3 clusters Score -2226541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2226558.000000 Penalty: 3222.301514
	Iteration 33Q: 3 clusters Score -2226558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2226577.000000 Penalty: 3222.301514
	Iteration 34Q: 3 clusters Score -2226577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2226591.500000 Penalty: 3222.301514
	Iteration 35Q: 3 clusters Score -2226592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2226598.500000 Penalty: 3222.301514
	Iteration 36Q: 3 clusters Score -2226598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2226603.750000 Penalty: 3222.301514
	Iteration 37Q: 3 clusters Score -2226604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2226610.000000 Penalty: 3222.301514
	Iteration 38Q: 3 clusters Score -2226610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2226608.250000 Penalty: 3222.301514
	Iteration 39Q: 3 clusters Score -2226608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2226607.750000 Penalty: 3222.301514
	Iteration 40F: 3 clusters Score -2226608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (154043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Entering Unmasked Estep 
Score: -16484996.000000 Penalty: 1941.060425
	Iteration 0F: 2 clusters Score -1.6485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -16383543.000000 Penalty: 3882.120850
	Iteration 0F: 3 clusters Score -1.638354e+07 nChanged 74058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -16428738.000000 Penalty: 3882.120850
	Iteration 1F: 3 clusters Score -1.642874e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -16431872.000000 Penalty: 3882.120850
	Iteration 2Q: 3 clusters Score -1.643187e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -16436716.000000 Penalty: 3882.120850
	Iteration 3F: 3 clusters Score -1.643672e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -16443415.000000 Penalty: 3882.120850
	Iteration 4F: 3 clusters Score -1.644342e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -16451950.000000 Penalty: 3882.120850
	Iteration 5F: 3 clusters Score -1.645195e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -16461140.000000 Penalty: 3882.120850
	Iteration 6F: 3 clusters Score -1.646114e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115037 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -16468327.000000 Penalty: 3882.120850
	Iteration 7F: 3 clusters Score -1.646833e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -16472081.000000 Penalty: 3882.120850
	Iteration 8Q: 3 clusters Score -1.647208e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -16474136.000000 Penalty: 3882.120850
	Iteration 9Q: 3 clusters Score -1.647414e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -16475485.000000 Penalty: 3882.120850
	Iteration 10Q: 3 clusters Score -1.647548e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -16476400.000000 Penalty: 3882.120850
	Iteration 11Q: 3 clusters Score -1.64764e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -16477322.000000 Penalty: 3882.120850
	Iteration 12Q: 3 clusters Score -1.647732e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129533 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -16478057.000000 Penalty: 3882.120850
	Iteration 13Q: 3 clusters Score -1.647806e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -16478796.000000 Penalty: 3882.120850
	Iteration 14Q: 3 clusters Score -1.64788e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -16479289.000000 Penalty: 3882.120850
	Iteration 15Q: 3 clusters Score -1.647929e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -16479813.000000 Penalty: 3882.120850
	Iteration 16Q: 3 clusters Score -1.647981e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -16480293.000000 Penalty: 3882.120850
	Iteration 17Q: 3 clusters Score -1.648029e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -16480806.000000 Penalty: 3882.120850
	Iteration 18Q: 3 clusters Score -1.648081e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138609 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -16481227.000000 Penalty: 3882.120850
	Iteration 19Q: 3 clusters Score -1.648123e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139847 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -16481601.000000 Penalty: 3882.120850
	Iteration 20F: 3 clusters Score -1.64816e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -16481821.000000 Penalty: 3882.120850
	Iteration 21Q: 3 clusters Score -1.648182e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -16482111.000000 Penalty: 3882.120850
	Iteration 22Q: 3 clusters Score -1.648211e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -16482372.000000 Penalty: 3882.120850
	Iteration 23Q: 3 clusters Score -1.648237e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -16482568.000000 Penalty: 3882.120850
	Iteration 24Q: 3 clusters Score -1.648257e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -16482767.000000 Penalty: 3882.120850
	Iteration 25Q: 3 clusters Score -1.648277e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -16482970.000000 Penalty: 3882.120850
	Iteration 26Q: 3 clusters Score -1.648297e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -16483138.000000 Penalty: 3882.120850
	Iteration 27Q: 3 clusters Score -1.648314e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -16483226.000000 Penalty: 3882.120850
	Iteration 28Q: 3 clusters Score -1.648323e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -16483339.000000 Penalty: 3882.120850
	Iteration 29Q: 3 clusters Score -1.648334e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -16483409.000000 Penalty: 3882.120850
	Iteration 30Q: 3 clusters Score -1.648341e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -16483439.000000 Penalty: 3882.120850
	Iteration 31Q: 3 clusters Score -1.648344e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -16483531.000000 Penalty: 3882.120850
	Iteration 32Q: 3 clusters Score -1.648353e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -16483584.000000 Penalty: 3882.120850
	Iteration 33Q: 3 clusters Score -1.648358e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -16483640.000000 Penalty: 3882.120850
	Iteration 34Q: 3 clusters Score -1.648364e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -16483742.000000 Penalty: 3882.120850
	Iteration 35Q: 3 clusters Score -1.648374e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -16483751.000000 Penalty: 3882.120850
	Iteration 36Q: 3 clusters Score -1.648375e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -16483763.000000 Penalty: 3882.120850
	Iteration 37Q: 3 clusters Score -1.648376e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -16483774.000000 Penalty: 3882.120850
	Iteration 38Q: 3 clusters Score -1.648377e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -16483797.000000 Penalty: 3882.120850
	Iteration 39Q: 3 clusters Score -1.64838e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -16483835.000000 Penalty: 3882.120850
	Iteration 40F: 3 clusters Score -1.648384e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -16483820.000000 Penalty: 3882.120850
	Iteration 41Q: 3 clusters Score -1.648382e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -16483842.000000 Penalty: 3882.120850
	Iteration 42Q: 3 clusters Score -1.648384e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -16483841.000000 Penalty: 3882.120850
	Iteration 43Q: 3 clusters Score -1.648384e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -16483892.000000 Penalty: 3882.120850
	Iteration 44Q: 3 clusters Score -1.648389e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -16483902.000000 Penalty: 3882.120850
	Iteration 45Q: 3 clusters Score -1.64839e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -16483872.000000 Penalty: 3882.120850
	Iteration 46Q: 3 clusters Score -1.648387e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -16483861.000000 Penalty: 3882.120850
	Iteration 47Q: 3 clusters Score -1.648386e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -16483873.000000 Penalty: 3882.120850
	Iteration 48Q: 3 clusters Score -1.648387e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16483869.000000 Penalty: 3882.120850
	Iteration 49Q: 3 clusters Score -1.648387e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16483871.000000 Penalty: 3882.120850
	Iteration 50Q: 3 clusters Score -1.648387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -16483885.000000 Penalty: 3882.120850
	Iteration 51Q: 3 clusters Score -1.648388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151487 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -16483874.000000 Penalty: 3882.120850
	Iteration 52Q: 3 clusters Score -1.648387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -16483858.000000 Penalty: 3882.120850
	Iteration 53Q: 3 clusters Score -1.648386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151546 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16483844.000000 Penalty: 3882.120850
	Iteration 54Q: 3 clusters Score -1.648384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -16483836.000000 Penalty: 3882.120850
	Iteration 55Q: 3 clusters Score -1.648384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -16483841.000000 Penalty: 3882.120850
	Iteration 56Q: 3 clusters Score -1.648384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151629 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -16483849.000000 Penalty: 3882.120850
	Iteration 57Q: 3 clusters Score -1.648385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -16483861.000000 Penalty: 3882.120850
	Iteration 58Q: 3 clusters Score -1.648386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -16483860.000000 Penalty: 3882.120850
	Iteration 59Q: 3 clusters Score -1.648386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151694 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -16483872.000000 Penalty: 3882.120850
	Iteration 60F: 3 clusters Score -1.648387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -16483877.000000 Penalty: 3882.120850
	Iteration 61Q: 3 clusters Score -1.648388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -16483860.000000 Penalty: 3882.120850
	Iteration 62Q: 3 clusters Score -1.648386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16483855.000000 Penalty: 3882.120850
	Iteration 63Q: 3 clusters Score -1.648386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151759 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -16483858.000000 Penalty: 3882.120850
	Iteration 64Q: 3 clusters Score -1.648386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151774 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -16483852.000000 Penalty: 3882.120850
	Iteration 65Q: 3 clusters Score -1.648385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -16483842.000000 Penalty: 3882.120850
	Iteration 66Q: 3 clusters Score -1.648384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -16483856.000000 Penalty: 3882.120850
	Iteration 67Q: 3 clusters Score -1.648386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -16483862.000000 Penalty: 3882.120850
	Iteration 68Q: 3 clusters Score -1.648386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -16483869.000000 Penalty: 3882.120850
	Iteration 69Q: 3 clusters Score -1.648387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151849 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -16483871.000000 Penalty: 3882.120850
	Iteration 70Q: 3 clusters Score -1.648387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151865 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -16483859.000000 Penalty: 3882.120850
	Iteration 71Q: 3 clusters Score -1.648386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151885 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16483859.000000 Penalty: 3882.120850
	Iteration 72Q: 3 clusters Score -1.648386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151897 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -16483854.000000 Penalty: 3882.120850
	Iteration 73Q: 3 clusters Score -1.648385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -16483849.000000 Penalty: 3882.120850
	Iteration 74Q: 3 clusters Score -1.648385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151919 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -16483836.000000 Penalty: 3882.120850
	Iteration 75Q: 3 clusters Score -1.648384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -16483842.000000 Penalty: 3882.120850
	Iteration 76Q: 3 clusters Score -1.648384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151934 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16483829.000000 Penalty: 3882.120850
	Iteration 77Q: 3 clusters Score -1.648383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -16483834.000000 Penalty: 3882.120850
	Iteration 78Q: 3 clusters Score -1.648383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16483845.000000 Penalty: 3882.120850
	Iteration 79Q: 3 clusters Score -1.648384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -16483848.000000 Penalty: 3882.120850
	Iteration 80F: 3 clusters Score -1.648385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16483839.000000 Penalty: 3882.120850
	Iteration 81Q: 3 clusters Score -1.648384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16483846.000000 Penalty: 3882.120850
	Iteration 82Q: 3 clusters Score -1.648385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16483837.000000 Penalty: 3882.120850
	Iteration 83Q: 3 clusters Score -1.648384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151992 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -16483849.000000 Penalty: 3882.120850
	Iteration 84Q: 3 clusters Score -1.648385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16483857.000000 Penalty: 3882.120850
	Iteration 85Q: 3 clusters Score -1.648386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -16483841.000000 Penalty: 3882.120850
	Iteration 86Q: 3 clusters Score -1.648384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16483847.000000 Penalty: 3882.120850
	Iteration 87Q: 3 clusters Score -1.648385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16483829.000000 Penalty: 3882.120850
	Iteration 88Q: 3 clusters Score -1.648383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -16483827.000000 Penalty: 3882.120850
	Iteration 89Q: 3 clusters Score -1.648383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -16483836.000000 Penalty: 3882.120850
	Iteration 90Q: 3 clusters Score -1.648384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16483849.000000 Penalty: 3882.120850
	Iteration 91Q: 3 clusters Score -1.648385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -16483843.000000 Penalty: 3882.120850
	Iteration 92Q: 3 clusters Score -1.648384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152027 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -16483841.000000 Penalty: 3882.120850
	Iteration 93Q: 3 clusters Score -1.648384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152030 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -16483838.000000 Penalty: 3882.120850
	Iteration 94Q: 3 clusters Score -1.648384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152035 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -16483848.000000 Penalty: 3882.120850
	Iteration 95Q: 3 clusters Score -1.648385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -16483845.000000 Penalty: 3882.120850
	Iteration 96Q: 3 clusters Score -1.648384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152044 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -16483847.000000 Penalty: 3882.120850
	Iteration 97Q: 3 clusters Score -1.648385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -16483841.000000 Penalty: 3882.120850
	Iteration 98Q: 3 clusters Score -1.648384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -16483851.000000 Penalty: 3882.120850
	Iteration 99Q: 3 clusters Score -1.648385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -16483853.000000 Penalty: 3882.120850
	Iteration 100F: 3 clusters Score -1.648385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152060 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -16483864.000000 Penalty: 3882.120850
	Iteration 101Q: 3 clusters Score -1.648386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16483866.000000 Penalty: 3882.120850
	Iteration 102Q: 3 clusters Score -1.648387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -16483867.000000 Penalty: 3882.120850
	Iteration 103Q: 3 clusters Score -1.648387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -16483868.000000 Penalty: 3882.120850
	Iteration 104Q: 3 clusters Score -1.648387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16483870.000000 Penalty: 3882.120850
	Iteration 105Q: 3 clusters Score -1.648387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -16483864.000000 Penalty: 3882.120850
	Iteration 106Q: 3 clusters Score -1.648386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -16483868.000000 Penalty: 3882.120850
	Iteration 107Q: 3 clusters Score -1.648387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -16483873.000000 Penalty: 3882.120850
	Iteration 108Q: 3 clusters Score -1.648387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152072 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16483882.000000 Penalty: 3882.120850
	Iteration 109Q: 3 clusters Score -1.648388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16483876.000000 Penalty: 3882.120850
	Iteration 110Q: 3 clusters Score -1.648388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152074 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16483869.000000 Penalty: 3882.120850
	Iteration 111Q: 3 clusters Score -1.648387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -16483862.000000 Penalty: 3882.120850
	Iteration 112Q: 3 clusters Score -1.648386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -16483870.000000 Penalty: 3882.120850
	Iteration 113Q: 3 clusters Score -1.648387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152085 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -16483867.000000 Penalty: 3882.120850
	Iteration 114Q: 3 clusters Score -1.648387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152086 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -16483865.000000 Penalty: 3882.120850
	Iteration 115Q: 3 clusters Score -1.648386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16483867.000000 Penalty: 3882.120850
	Iteration 116Q: 3 clusters Score -1.648387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16483853.000000 Penalty: 3882.120850
	Iteration 117Q: 3 clusters Score -1.648385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16483861.000000 Penalty: 3882.120850
	Iteration 118Q: 3 clusters Score -1.648386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -16483877.000000 Penalty: 3882.120850
	Iteration 119Q: 3 clusters Score -1.648388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -16483877.000000 Penalty: 3882.120850
	Iteration 120F: 3 clusters Score -1.648388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -16483873.000000 Penalty: 3882.120850
	Iteration 121Q: 3 clusters Score -1.648387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -16483879.000000 Penalty: 3882.120850
	Iteration 122Q: 3 clusters Score -1.648388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16483875.000000 Penalty: 3882.120850
	Iteration 123Q: 3 clusters Score -1.648388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16483875.000000 Penalty: 3882.120850
	Iteration 124Q: 3 clusters Score -1.648388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16483872.000000 Penalty: 3882.120850
	Iteration 125Q: 3 clusters Score -1.648387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16483871.000000 Penalty: 3882.120850
	Iteration 126Q: 3 clusters Score -1.648387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16483871.000000 Penalty: 3882.120850
	Iteration 127F: 3 clusters Score -1.648387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13359 members 
Mstep: Class 4 contains 151006 members 
Mstep: Class 5 contains 34567 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148513 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13351 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12257 members 
Mstep: Class 14 contains 14383 members 
Mstep: Class 15 contains 57031 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 146671 members 
Mstep: Class 22 contains 20227 members 
Mstep: Class 23 contains 154043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479072.000000 Penalty: 44211.253906
Iteration 239Q: 21 clusters Score -8.447907e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 13359 members 
Mstep: Class 4 contains 150956 members 
Mstep: Class 5 contains 34567 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148404 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 13360 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 14 contains 14375 members 
Mstep: Class 15 contains 57030 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 146840 members 
Mstep: Class 22 contains 20226 members 
Mstep: Class 23 contains 154000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479232.000000 Penalty: 44211.253906
Iteration 240F: 21 clusters Score -8.447923e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 150883 members 
Mstep: Class 5 contains 34564 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148275 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 57037 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4143 members 
Mstep: Class 21 contains 147029 members 
Mstep: Class 22 contains 20239 members 
Mstep: Class 23 contains 153964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479392.000000 Penalty: 44211.253906
Iteration 241Q: 21 clusters Score -8.447939e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 150803 members 
Mstep: Class 5 contains 34558 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148155 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13395 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 14 contains 14343 members 
Mstep: Class 15 contains 57045 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 147226 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 23 contains 153927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479536.000000 Penalty: 44211.253906
Iteration 242Q: 21 clusters Score -8.447954e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150718 members 
Mstep: Class 5 contains 34556 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148057 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12368 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 57041 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 147430 members 
Mstep: Class 22 contains 20240 members 
Mstep: Class 23 contains 153901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479680.000000 Penalty: 44211.253906
Iteration 243Q: 21 clusters Score -8.447968e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 150644 members 
Mstep: Class 5 contains 34548 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147991 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12385 members 
Mstep: Class 14 contains 14316 members 
Mstep: Class 15 contains 57028 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 147645 members 
Mstep: Class 22 contains 20225 members 
Mstep: Class 23 contains 153864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479664.000000 Penalty: 44211.253906
Iteration 244Q: 21 clusters Score -8.447966e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 150557 members 
Mstep: Class 5 contains 34540 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147950 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 13413 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 14 contains 14315 members 
Mstep: Class 15 contains 57027 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 147858 members 
Mstep: Class 22 contains 20220 members 
Mstep: Class 23 contains 153791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479760.000000 Penalty: 44211.253906
Iteration 245Q: 21 clusters Score -8.447976e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 150460 members 
Mstep: Class 5 contains 34534 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147912 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 4483 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12402 members 
Mstep: Class 14 contains 14303 members 
Mstep: Class 15 contains 57025 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 148070 members 
Mstep: Class 22 contains 20218 members 
Mstep: Class 23 contains 153723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479808.000000 Penalty: 44211.253906
Iteration 246Q: 21 clusters Score -8.447981e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 150351 members 
Mstep: Class 5 contains 34526 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147861 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12413 members 
Mstep: Class 14 contains 14267 members 
Mstep: Class 15 contains 57025 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 148320 members 
Mstep: Class 22 contains 20227 members 
Mstep: Class 23 contains 153668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479960.000000 Penalty: 44211.253906
Iteration 247Q: 21 clusters Score -8.447996e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150222 members 
Mstep: Class 5 contains 34520 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147788 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 13406 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 57042 members 
Mstep: Class 17 contains 7960 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 148530 members 
Mstep: Class 22 contains 20243 members 
Mstep: Class 23 contains 153652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480080.000000 Penalty: 44211.253906
Iteration 248Q: 21 clusters Score -8.448008e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 150132 members 
Mstep: Class 5 contains 34516 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147744 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 14 contains 14193 members 
Mstep: Class 15 contains 57063 members 
Mstep: Class 17 contains 7960 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148714 members 
Mstep: Class 22 contains 20230 members 
Mstep: Class 23 contains 153636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84479976.000000 Penalty: 44211.253906
Iteration 249Q: 21 clusters Score -8.447998e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 150046 members 
Mstep: Class 5 contains 34519 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147701 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 13415 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12444 members 
Mstep: Class 14 contains 14166 members 
Mstep: Class 15 contains 57079 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148893 members 
Mstep: Class 22 contains 20210 members 
Mstep: Class 23 contains 153595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480144.000000 Penalty: 44211.253906
Iteration 250Q: 21 clusters Score -8.448014e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 149980 members 
Mstep: Class 5 contains 34521 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147649 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 57083 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149060 members 
Mstep: Class 22 contains 20191 members 
Mstep: Class 23 contains 153570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480248.000000 Penalty: 44211.253906
Iteration 251Q: 21 clusters Score -8.448025e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13384 members 
Mstep: Class 4 contains 149892 members 
Mstep: Class 5 contains 34513 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147586 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13414 members 
Mstep: Class 11 contains 13097 members 
Mstep: Class 12 contains 12471 members 
Mstep: Class 14 contains 14124 members 
Mstep: Class 15 contains 57100 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149242 members 
Mstep: Class 22 contains 20163 members 
Mstep: Class 23 contains 153567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480296.000000 Penalty: 44211.253906
Iteration 252Q: 21 clusters Score -8.44803e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13384 members 
Mstep: Class 4 contains 149849 members 
Mstep: Class 5 contains 34513 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147497 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 13428 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 14 contains 14109 members 
Mstep: Class 15 contains 57116 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149423 members 
Mstep: Class 22 contains 20125 members 
Mstep: Class 23 contains 153546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480328.000000 Penalty: 44211.253906
Iteration 253Q: 21 clusters Score -8.448033e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 4 contains 149826 members 
Mstep: Class 5 contains 34504 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147450 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 57136 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149550 members 
Mstep: Class 22 contains 20089 members 
Mstep: Class 23 contains 153512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480360.000000 Penalty: 44211.253906
Iteration 254Q: 21 clusters Score -8.448036e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13387 members 
Mstep: Class 4 contains 149834 members 
Mstep: Class 5 contains 34502 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147391 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 13435 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 12 contains 12519 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 57149 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149658 members 
Mstep: Class 22 contains 20066 members 
Mstep: Class 23 contains 153474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480464.000000 Penalty: 44211.253906
Iteration 255Q: 21 clusters Score -8.448046e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 149857 members 
Mstep: Class 5 contains 34498 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147323 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 13441 members 
Mstep: Class 11 contains 13081 members 
Mstep: Class 12 contains 12523 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 57152 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149764 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 153438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480528.000000 Penalty: 44211.253906
Iteration 256Q: 21 clusters Score -8.448053e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 149879 members 
Mstep: Class 5 contains 34494 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147254 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 13453 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 14 contains 14035 members 
Mstep: Class 15 contains 57152 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149830 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 153417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 44211.253906
Iteration 257Q: 21 clusters Score -8.448066e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13390 members 
Mstep: Class 4 contains 149921 members 
Mstep: Class 5 contains 34490 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147222 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 57150 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149884 members 
Mstep: Class 22 contains 20031 members 
Mstep: Class 23 contains 153389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480736.000000 Penalty: 44211.253906
Iteration 258Q: 21 clusters Score -8.448074e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13394 members 
Mstep: Class 4 contains 149956 members 
Mstep: Class 5 contains 34480 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147196 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 15 contains 57146 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149910 members 
Mstep: Class 22 contains 20035 members 
Mstep: Class 23 contains 153360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480624.000000 Penalty: 44211.253906
Iteration 259Q: 21 clusters Score -8.448062e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13396 members 
Mstep: Class 4 contains 149984 members 
Mstep: Class 5 contains 34474 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147148 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13091 members 
Mstep: Class 12 contains 12529 members 
Mstep: Class 14 contains 13990 members 
Mstep: Class 15 contains 57154 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149957 members 
Mstep: Class 22 contains 20025 members 
Mstep: Class 23 contains 153333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480744.000000 Penalty: 44211.253906
Iteration 260F: 21 clusters Score -8.448074e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 13401 members 
Mstep: Class 4 contains 149995 members 
Mstep: Class 5 contains 34465 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147136 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 13094 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 57160 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149982 members 
Mstep: Class 22 contains 20024 members 
Mstep: Class 23 contains 153312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480880.000000 Penalty: 44211.253906
Iteration 261Q: 21 clusters Score -8.448088e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13405 members 
Mstep: Class 4 contains 150000 members 
Mstep: Class 5 contains 34454 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147142 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13094 members 
Mstep: Class 12 contains 12539 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 15 contains 57172 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149993 members 
Mstep: Class 22 contains 20037 members 
Mstep: Class 23 contains 153281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480832.000000 Penalty: 44211.253906
Iteration 262Q: 21 clusters Score -8.448083e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13406 members 
Mstep: Class 4 contains 150021 members 
Mstep: Class 5 contains 34450 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147134 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 13096 members 
Mstep: Class 12 contains 12536 members 
Mstep: Class 14 contains 13952 members 
Mstep: Class 15 contains 57186 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 150005 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 153238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 44211.253906
Iteration 263Q: 21 clusters Score -8.44807e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13405 members 
Mstep: Class 4 contains 150054 members 
Mstep: Class 5 contains 34445 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147135 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 14 contains 13948 members 
Mstep: Class 15 contains 57200 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149955 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 153205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 44211.253906
Iteration 264Q: 21 clusters Score -8.448071e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13406 members 
Mstep: Class 4 contains 150077 members 
Mstep: Class 5 contains 34439 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147121 members 
Mstep: Class 8 contains 1439 members 
Mstep: Class 9 contains 4471 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 14 contains 13946 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149916 members 
Mstep: Class 22 contains 20104 members 
Mstep: Class 23 contains 153175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480640.000000 Penalty: 44211.253906
Iteration 265Q: 21 clusters Score -8.448064e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 150111 members 
Mstep: Class 5 contains 34435 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147103 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 14 contains 13933 members 
Mstep: Class 15 contains 57222 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149893 members 
Mstep: Class 22 contains 20129 members 
Mstep: Class 23 contains 153155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480712.000000 Penalty: 44211.253906
Iteration 266Q: 21 clusters Score -8.448071e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 150166 members 
Mstep: Class 5 contains 34429 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147089 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12562 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 57222 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149866 members 
Mstep: Class 22 contains 20137 members 
Mstep: Class 23 contains 153130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480656.000000 Penalty: 44211.253906
Iteration 267Q: 21 clusters Score -8.448066e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 150217 members 
Mstep: Class 5 contains 34428 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147086 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 4474 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 57226 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149826 members 
Mstep: Class 22 contains 20163 members 
Mstep: Class 23 contains 153111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480744.000000 Penalty: 44211.253906
Iteration 268Q: 21 clusters Score -8.448074e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 150257 members 
Mstep: Class 5 contains 34427 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147105 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 12570 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 57234 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149780 members 
Mstep: Class 22 contains 20165 members 
Mstep: Class 23 contains 153095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480608.000000 Penalty: 44211.253906
Iteration 269Q: 21 clusters Score -8.448061e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13398 members 
Mstep: Class 4 contains 150301 members 
Mstep: Class 5 contains 34426 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147129 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 12570 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 57234 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149745 members 
Mstep: Class 22 contains 20162 members 
Mstep: Class 23 contains 153063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480640.000000 Penalty: 44211.253906
Iteration 270Q: 21 clusters Score -8.448064e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13393 members 
Mstep: Class 4 contains 150337 members 
Mstep: Class 5 contains 34422 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147163 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 14 contains 13909 members 
Mstep: Class 15 contains 57231 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 149714 members 
Mstep: Class 22 contains 20167 members 
Mstep: Class 23 contains 153030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480752.000000 Penalty: 44211.253906
Iteration 271Q: 21 clusters Score -8.448075e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13390 members 
Mstep: Class 4 contains 150368 members 
Mstep: Class 5 contains 34419 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147210 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 4469 members 
Mstep: Class 10 contains 13502 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 12588 members 
Mstep: Class 14 contains 13907 members 
Mstep: Class 15 contains 57230 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4144 members 
Mstep: Class 21 contains 149669 members 
Mstep: Class 22 contains 20167 members 
Mstep: Class 23 contains 152998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480704.000000 Penalty: 44211.253906
Iteration 272Q: 21 clusters Score -8.44807e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 150395 members 
Mstep: Class 5 contains 34418 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147242 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 13501 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 57232 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 149627 members 
Mstep: Class 22 contains 20163 members 
Mstep: Class 23 contains 152970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480800.000000 Penalty: 44211.253906
Iteration 273Q: 21 clusters Score -8.44808e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 150411 members 
Mstep: Class 5 contains 34417 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147284 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 13500 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 14 contains 13914 members 
Mstep: Class 15 contains 57236 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4143 members 
Mstep: Class 21 contains 149595 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 152938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480848.000000 Penalty: 44211.253906
Iteration 274Q: 21 clusters Score -8.448085e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13387 members 
Mstep: Class 4 contains 150438 members 
Mstep: Class 5 contains 34420 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147301 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4464 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 57242 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 149583 members 
Mstep: Class 22 contains 20157 members 
Mstep: Class 23 contains 152906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84480904.000000 Penalty: 44211.253906
Iteration 275Q: 21 clusters Score -8.44809e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13386 members 
Mstep: Class 4 contains 150480 members 
Mstep: Class 5 contains 34417 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147316 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 14 contains 13907 members 
Mstep: Class 15 contains 57242 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 149568 members 
Mstep: Class 22 contains 20152 members 
Mstep: Class 23 contains 152876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481056.000000 Penalty: 44211.253906
Iteration 276Q: 21 clusters Score -8.448106e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13384 members 
Mstep: Class 4 contains 150510 members 
Mstep: Class 5 contains 34408 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147346 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4467 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 14 contains 13904 members 
Mstep: Class 15 contains 57240 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 149554 members 
Mstep: Class 22 contains 20145 members 
Mstep: Class 23 contains 152848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481080.000000 Penalty: 44211.253906
Iteration 277Q: 21 clusters Score -8.448108e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13382 members 
Mstep: Class 4 contains 150533 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147360 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 14 contains 13905 members 
Mstep: Class 15 contains 57245 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4141 members 
Mstep: Class 21 contains 149529 members 
Mstep: Class 22 contains 20152 members 
Mstep: Class 23 contains 152821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 278Q: 21 clusters Score -8.448114e+07 nChanged 268
Entering ConstructFrom: 
Score: -84481144.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -987246.687500 Penalty: 1488.293823
	Iteration 0F: 2 clusters Score -987246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -980365.062500 Penalty: 2976.587646
	Iteration 0F: 3 clusters Score -980365.1 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -982503.312500 Penalty: 2976.587646
	Iteration 1F: 3 clusters Score -982503.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -982766.750000 Penalty: 2976.587646
	Iteration 2F: 3 clusters Score -982766.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -983007.437500 Penalty: 2976.587646
	Iteration 3F: 3 clusters Score -983007.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -983235.687500 Penalty: 2976.587646
	Iteration 4F: 3 clusters Score -983235.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -983474.625000 Penalty: 2976.587646
	Iteration 5Q: 3 clusters Score -983474.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -983737.187500 Penalty: 2976.587646
	Iteration 6F: 3 clusters Score -983737.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -984002.562500 Penalty: 2976.587646
	Iteration 7Q: 3 clusters Score -984002.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -984310.187500 Penalty: 2976.587646
	Iteration 8Q: 3 clusters Score -984310.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -984610.687500 Penalty: 2976.587646
	Iteration 9Q: 3 clusters Score -984610.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -984906.562500 Penalty: 2976.587646
	Iteration 10Q: 3 clusters Score -984906.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -985181.375000 Penalty: 2976.587646
	Iteration 11Q: 3 clusters Score -985181.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -985396.625000 Penalty: 2976.587646
	Iteration 12Q: 3 clusters Score -985396.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -985619.750000 Penalty: 2976.587646
	Iteration 13Q: 3 clusters Score -985619.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -985809.500000 Penalty: 2976.587646
	Iteration 14Q: 3 clusters Score -985809.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -985914.500000 Penalty: 2976.587646
	Iteration 15Q: 3 clusters Score -985914.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -985974.125000 Penalty: 2976.587646
	Iteration 16Q: 3 clusters Score -985974.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -986012.937500 Penalty: 2976.587646
	Iteration 17Q: 3 clusters Score -986012.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -986032.187500 Penalty: 2976.587646
	Iteration 18Q: 3 clusters Score -986032.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -986050.562500 Penalty: 2976.587646
	Iteration 19Q: 3 clusters Score -986050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -986062.625000 Penalty: 2976.587646
	Iteration 20F: 3 clusters Score -986062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -986069.125000 Penalty: 2976.587646
	Iteration 21Q: 3 clusters Score -986069.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -986073.312500 Penalty: 2976.587646
	Iteration 22Q: 3 clusters Score -986073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -986075.875000 Penalty: 2976.587646
	Iteration 23Q: 3 clusters Score -986075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -986080.500000 Penalty: 2976.587646
	Iteration 24Q: 3 clusters Score -986080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -986085.750000 Penalty: 2976.587646
	Iteration 25Q: 3 clusters Score -986085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -986088.875000 Penalty: 2976.587646
	Iteration 26Q: 3 clusters Score -986088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -986089.375000 Penalty: 2976.587646
	Iteration 27Q: 3 clusters Score -986089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -986090.062500 Penalty: 2976.587646
	Iteration 28Q: 3 clusters Score -986090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -986092.187500 Penalty: 2976.587646
	Iteration 29Q: 3 clusters Score -986092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -986090.687500 Penalty: 2976.587646
	Iteration 30Q: 3 clusters Score -986090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -986090.625000 Penalty: 2976.587646
	Iteration 31Q: 3 clusters Score -986090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -986092.625000 Penalty: 2976.587646
	Iteration 32Q: 3 clusters Score -986092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -986092.625000 Penalty: 2976.587646
	Iteration 33F: 3 clusters Score -986092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -248302.078125 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -248302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -245925.593750 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -245925.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -246511.906250 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -246511.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246653.328125 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -246653.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -246771.859375 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -246771.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246913.562500 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -246913.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -247023.421875 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -247023.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -247168.546875 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -247168.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247305.437500 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -247305.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -247493.609375 Penalty: 2545.404541
	Iteration 8F: 3 clusters Score -247493.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -247688.343750 Penalty: 2545.404541
	Iteration 9F: 3 clusters Score -247688.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -247826.546875 Penalty: 2545.404541
	Iteration 10F: 3 clusters Score -247826.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247904.156250 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -247904.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -247952.234375 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -247952.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -247991.953125 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -247992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -248022.312500 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -248022.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -248038.671875 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -248038.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -248050.875000 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -248050.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -248062.390625 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -248062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -248076.078125 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -248076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -248092.343750 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -248092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -248098.796875 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -248098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -248102.250000 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -248102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -248105.640625 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -248105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -248110.625000 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -248110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -248113.500000 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -248113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -248114.312500 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -248114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -248115.687500 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -248115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -248117.718750 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -248117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -248118.156250 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -248118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -248118.234375 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -248118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -248118.234375 Penalty: 2545.404541
	Iteration 30F: 3 clusters Score -248118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1402070.375000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1402070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1392788.500000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1392788 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1395789.625000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1395790 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1396033.125000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1396033 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1396258.375000 Penalty: 3087.968750
	Iteration 3Q: 3 clusters Score -1396258 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1396497.375000 Penalty: 3087.968750
	Iteration 4Q: 3 clusters Score -1396497 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1396773.500000 Penalty: 3087.968750
	Iteration 5Q: 3 clusters Score -1396774 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1397107.750000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1397108 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1397445.250000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1397445 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1397746.125000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1397746 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1398039.500000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1398040 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1398310.375000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1398310 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1398603.000000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1398603 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1398868.125000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1398868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1399100.125000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1399100 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1399301.875000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1399302 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1399492.250000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1399492 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1399650.750000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1399651 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1399770.625000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1399771 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1399868.375000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1399868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1399946.375000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1399946 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1400027.125000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1400027 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1400088.375000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1400088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1400142.125000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1400142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1400196.000000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1400196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1400241.750000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1400242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1400273.625000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1400274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1400311.125000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1400311 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1400348.000000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1400348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1400379.000000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1400379 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1400415.125000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1400415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1400448.375000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1400448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1400478.500000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1400478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1400510.625000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1400511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1400552.500000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1400552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1400592.000000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1400592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1400670.875000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1400671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1400732.375000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1400732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1400776.250000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1400776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1400810.875000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1400811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1400847.125000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1400847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1400871.875000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1400872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1400898.250000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1400898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1400905.125000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1400905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1400922.125000 Penalty: 3087.968750
	Iteration 43Q: 3 clusters Score -1400922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1400937.250000 Penalty: 3087.968750
	Iteration 44Q: 3 clusters Score -1400937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1400945.250000 Penalty: 3087.968750
	Iteration 45Q: 3 clusters Score -1400945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1400957.250000 Penalty: 3087.968750
	Iteration 46Q: 3 clusters Score -1400957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1400968.375000 Penalty: 3087.968750
	Iteration 47Q: 3 clusters Score -1400968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1400971.500000 Penalty: 3087.968750
	Iteration 48Q: 3 clusters Score -1400972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1400976.125000 Penalty: 3087.968750
	Iteration 49Q: 3 clusters Score -1400976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1400979.875000 Penalty: 3087.968750
	Iteration 50Q: 3 clusters Score -1400980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1400984.125000 Penalty: 3087.968750
	Iteration 51Q: 3 clusters Score -1400984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1400988.625000 Penalty: 3087.968750
	Iteration 52Q: 3 clusters Score -1400989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1400992.625000 Penalty: 3087.968750
	Iteration 53Q: 3 clusters Score -1400993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1400998.125000 Penalty: 3087.968750
	Iteration 54Q: 3 clusters Score -1400998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1401004.875000 Penalty: 3087.968750
	Iteration 55Q: 3 clusters Score -1401005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1401010.750000 Penalty: 3087.968750
	Iteration 56Q: 3 clusters Score -1401011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1401010.375000 Penalty: 3087.968750
	Iteration 57Q: 3 clusters Score -1401010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1401014.125000 Penalty: 3087.968750
	Iteration 58Q: 3 clusters Score -1401014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1401014.500000 Penalty: 3087.968750
	Iteration 59Q: 3 clusters Score -1401014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1401013.750000 Penalty: 3087.968750
	Iteration 60F: 3 clusters Score -1401014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1401013.250000 Penalty: 3087.968750
	Iteration 61Q: 3 clusters Score -1401013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1401015.000000 Penalty: 3087.968750
	Iteration 62Q: 3 clusters Score -1401015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1401016.625000 Penalty: 3087.968750
	Iteration 63Q: 3 clusters Score -1401017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1401015.500000 Penalty: 3087.968750
	Iteration 64Q: 3 clusters Score -1401016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1401017.125000 Penalty: 3087.968750
	Iteration 65Q: 3 clusters Score -1401017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1401020.750000 Penalty: 3087.968750
	Iteration 66Q: 3 clusters Score -1401021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1401023.375000 Penalty: 3087.968750
	Iteration 67Q: 3 clusters Score -1401023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1401023.625000 Penalty: 3087.968750
	Iteration 68Q: 3 clusters Score -1401024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1401024.625000 Penalty: 3087.968750
	Iteration 69Q: 3 clusters Score -1401025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1401024.125000 Penalty: 3087.968750
	Iteration 70Q: 3 clusters Score -1401024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1401026.500000 Penalty: 3087.968750
	Iteration 71Q: 3 clusters Score -1401026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1401029.625000 Penalty: 3087.968750
	Iteration 72Q: 3 clusters Score -1401030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1401028.250000 Penalty: 3087.968750
	Iteration 73Q: 3 clusters Score -1401028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1401027.250000 Penalty: 3087.968750
	Iteration 74Q: 3 clusters Score -1401027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1401026.625000 Penalty: 3087.968750
	Iteration 75Q: 3 clusters Score -1401027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1401026.125000 Penalty: 3087.968750
	Iteration 76Q: 3 clusters Score -1401026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1401027.500000 Penalty: 3087.968750
	Iteration 77Q: 3 clusters Score -1401028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1401030.875000 Penalty: 3087.968750
	Iteration 78Q: 3 clusters Score -1401031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1401032.250000 Penalty: 3087.968750
	Iteration 79Q: 3 clusters Score -1401032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1401032.625000 Penalty: 3087.968750
	Iteration 80F: 3 clusters Score -1401033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1401033.500000 Penalty: 3087.968750
	Iteration 81Q: 3 clusters Score -1401034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1401031.375000 Penalty: 3087.968750
	Iteration 82Q: 3 clusters Score -1401031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1401029.750000 Penalty: 3087.968750
	Iteration 83Q: 3 clusters Score -1401030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1401029.750000 Penalty: 3087.968750
	Iteration 84F: 3 clusters Score -1401030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150560 members 
Entering Unmasked Estep 
Score: -16136866.000000 Penalty: 1937.343994
	Iteration 0F: 2 clusters Score -1.613687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -16036278.000000 Penalty: 3874.687988
	Iteration 0F: 3 clusters Score -1.603628e+07 nChanged 72695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -16079113.000000 Penalty: 3874.687988
	Iteration 1F: 3 clusters Score -1.607911e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -16079985.000000 Penalty: 3874.687988
	Iteration 2Q: 3 clusters Score -1.607998e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -16081319.000000 Penalty: 3874.687988
	Iteration 3Q: 3 clusters Score -1.608132e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -16083990.000000 Penalty: 3874.687988
	Iteration 4Q: 3 clusters Score -1.608399e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -16088018.000000 Penalty: 3874.687988
	Iteration 5Q: 3 clusters Score -1.608802e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -16094571.000000 Penalty: 3874.687988
	Iteration 6F: 3 clusters Score -1.609457e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -16103499.000000 Penalty: 3874.687988
	Iteration 7F: 3 clusters Score -1.61035e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -16112507.000000 Penalty: 3874.687988
	Iteration 8F: 3 clusters Score -1.611251e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -16117986.000000 Penalty: 3874.687988
	Iteration 9F: 3 clusters Score -1.611799e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -16120191.000000 Penalty: 3874.687988
	Iteration 10Q: 3 clusters Score -1.612019e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -16121288.000000 Penalty: 3874.687988
	Iteration 11Q: 3 clusters Score -1.612129e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -16122260.000000 Penalty: 3874.687988
	Iteration 12Q: 3 clusters Score -1.612226e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -16123301.000000 Penalty: 3874.687988
	Iteration 13Q: 3 clusters Score -1.61233e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -16124232.000000 Penalty: 3874.687988
	Iteration 14Q: 3 clusters Score -1.612423e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -16125114.000000 Penalty: 3874.687988
	Iteration 15Q: 3 clusters Score -1.612511e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -16125761.000000 Penalty: 3874.687988
	Iteration 16Q: 3 clusters Score -1.612576e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -16126293.000000 Penalty: 3874.687988
	Iteration 17Q: 3 clusters Score -1.612629e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -16126642.000000 Penalty: 3874.687988
	Iteration 18Q: 3 clusters Score -1.612664e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -16127011.000000 Penalty: 3874.687988
	Iteration 19Q: 3 clusters Score -1.612701e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -16127277.000000 Penalty: 3874.687988
	Iteration 20F: 3 clusters Score -1.612728e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -16127473.000000 Penalty: 3874.687988
	Iteration 21Q: 3 clusters Score -1.612747e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -16127636.000000 Penalty: 3874.687988
	Iteration 22Q: 3 clusters Score -1.612764e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -16127757.000000 Penalty: 3874.687988
	Iteration 23Q: 3 clusters Score -1.612776e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -16128005.000000 Penalty: 3874.687988
	Iteration 24Q: 3 clusters Score -1.6128e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -16128133.000000 Penalty: 3874.687988
	Iteration 25Q: 3 clusters Score -1.612813e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -16128258.000000 Penalty: 3874.687988
	Iteration 26Q: 3 clusters Score -1.612826e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -16128415.000000 Penalty: 3874.687988
	Iteration 27Q: 3 clusters Score -1.612842e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -16128672.000000 Penalty: 3874.687988
	Iteration 28Q: 3 clusters Score -1.612867e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -16128917.000000 Penalty: 3874.687988
	Iteration 29Q: 3 clusters Score -1.612892e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -16129197.000000 Penalty: 3874.687988
	Iteration 30Q: 3 clusters Score -1.61292e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -16129443.000000 Penalty: 3874.687988
	Iteration 31Q: 3 clusters Score -1.612944e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -16129715.000000 Penalty: 3874.687988
	Iteration 32Q: 3 clusters Score -1.612972e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -16129940.000000 Penalty: 3874.687988
	Iteration 33Q: 3 clusters Score -1.612994e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -16130160.000000 Penalty: 3874.687988
	Iteration 34Q: 3 clusters Score -1.613016e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -16130477.000000 Penalty: 3874.687988
	Iteration 35Q: 3 clusters Score -1.613048e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104179 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -16130744.000000 Penalty: 3874.687988
	Iteration 36Q: 3 clusters Score -1.613074e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -16130884.000000 Penalty: 3874.687988
	Iteration 37Q: 3 clusters Score -1.613088e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -16131122.000000 Penalty: 3874.687988
	Iteration 38Q: 3 clusters Score -1.613112e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -16131318.000000 Penalty: 3874.687988
	Iteration 39Q: 3 clusters Score -1.613132e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -16131578.000000 Penalty: 3874.687988
	Iteration 40F: 3 clusters Score -1.613158e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -16131794.000000 Penalty: 3874.687988
	Iteration 41Q: 3 clusters Score -1.613179e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -16132016.000000 Penalty: 3874.687988
	Iteration 42Q: 3 clusters Score -1.613202e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113956 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -16132145.000000 Penalty: 3874.687988
	Iteration 43Q: 3 clusters Score -1.613214e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -16132426.000000 Penalty: 3874.687988
	Iteration 44Q: 3 clusters Score -1.613243e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -16132635.000000 Penalty: 3874.687988
	Iteration 45Q: 3 clusters Score -1.613264e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -16132795.000000 Penalty: 3874.687988
	Iteration 46Q: 3 clusters Score -1.61328e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -16132910.000000 Penalty: 3874.687988
	Iteration 47Q: 3 clusters Score -1.613291e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119570 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -16133029.000000 Penalty: 3874.687988
	Iteration 48Q: 3 clusters Score -1.613303e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -16133162.000000 Penalty: 3874.687988
	Iteration 49Q: 3 clusters Score -1.613316e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -16133261.000000 Penalty: 3874.687988
	Iteration 50Q: 3 clusters Score -1.613326e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -16133387.000000 Penalty: 3874.687988
	Iteration 51Q: 3 clusters Score -1.613339e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123404 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -16133412.000000 Penalty: 3874.687988
	Iteration 52Q: 3 clusters Score -1.613341e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -16133515.000000 Penalty: 3874.687988
	Iteration 53Q: 3 clusters Score -1.613352e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -16133568.000000 Penalty: 3874.687988
	Iteration 54Q: 3 clusters Score -1.613357e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125846 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -16133671.000000 Penalty: 3874.687988
	Iteration 55Q: 3 clusters Score -1.613367e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126625 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -16133851.000000 Penalty: 3874.687988
	Iteration 56Q: 3 clusters Score -1.613385e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -16134031.000000 Penalty: 3874.687988
	Iteration 57Q: 3 clusters Score -1.613403e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128099 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -16134183.000000 Penalty: 3874.687988
	Iteration 58Q: 3 clusters Score -1.613418e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -16134298.000000 Penalty: 3874.687988
	Iteration 59Q: 3 clusters Score -1.61343e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129566 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -16134415.000000 Penalty: 3874.687988
	Iteration 60F: 3 clusters Score -1.613442e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -16134509.000000 Penalty: 3874.687988
	Iteration 61Q: 3 clusters Score -1.613451e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -16134610.000000 Penalty: 3874.687988
	Iteration 62Q: 3 clusters Score -1.613461e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -16134732.000000 Penalty: 3874.687988
	Iteration 63Q: 3 clusters Score -1.613473e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -16134838.000000 Penalty: 3874.687988
	Iteration 64Q: 3 clusters Score -1.613484e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -16134910.000000 Penalty: 3874.687988
	Iteration 65Q: 3 clusters Score -1.613491e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -16135032.000000 Penalty: 3874.687988
	Iteration 66Q: 3 clusters Score -1.613503e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -16135080.000000 Penalty: 3874.687988
	Iteration 67Q: 3 clusters Score -1.613508e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134364 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -16135145.000000 Penalty: 3874.687988
	Iteration 68Q: 3 clusters Score -1.613514e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -16135212.000000 Penalty: 3874.687988
	Iteration 69Q: 3 clusters Score -1.613521e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135266 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -16135266.000000 Penalty: 3874.687988
	Iteration 70Q: 3 clusters Score -1.613527e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -16135299.000000 Penalty: 3874.687988
	Iteration 71Q: 3 clusters Score -1.61353e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -16135370.000000 Penalty: 3874.687988
	Iteration 72Q: 3 clusters Score -1.613537e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -16135373.000000 Penalty: 3874.687988
	Iteration 73Q: 3 clusters Score -1.613537e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -16135429.000000 Penalty: 3874.687988
	Iteration 74Q: 3 clusters Score -1.613543e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -16135483.000000 Penalty: 3874.687988
	Iteration 75Q: 3 clusters Score -1.613548e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -16135493.000000 Penalty: 3874.687988
	Iteration 76Q: 3 clusters Score -1.613549e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -16135481.000000 Penalty: 3874.687988
	Iteration 77Q: 3 clusters Score -1.613548e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -16135533.000000 Penalty: 3874.687988
	Iteration 78Q: 3 clusters Score -1.613553e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -16135593.000000 Penalty: 3874.687988
	Iteration 79Q: 3 clusters Score -1.613559e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138751 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -16135566.000000 Penalty: 3874.687988
	Iteration 80F: 3 clusters Score -1.613557e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138964 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -16135601.000000 Penalty: 3874.687988
	Iteration 81Q: 3 clusters Score -1.61356e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139175 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -16135651.000000 Penalty: 3874.687988
	Iteration 82Q: 3 clusters Score -1.613565e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -16135647.000000 Penalty: 3874.687988
	Iteration 83Q: 3 clusters Score -1.613565e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139608 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -16135675.000000 Penalty: 3874.687988
	Iteration 84Q: 3 clusters Score -1.613568e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139821 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -16135720.000000 Penalty: 3874.687988
	Iteration 85Q: 3 clusters Score -1.613572e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140028 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -16135744.000000 Penalty: 3874.687988
	Iteration 86Q: 3 clusters Score -1.613574e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -16135756.000000 Penalty: 3874.687988
	Iteration 87Q: 3 clusters Score -1.613576e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -16135759.000000 Penalty: 3874.687988
	Iteration 88Q: 3 clusters Score -1.613576e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -16135808.000000 Penalty: 3874.687988
	Iteration 89Q: 3 clusters Score -1.613581e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -16135814.000000 Penalty: 3874.687988
	Iteration 90Q: 3 clusters Score -1.613581e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140978 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -16135855.000000 Penalty: 3874.687988
	Iteration 91Q: 3 clusters Score -1.613586e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -16135898.000000 Penalty: 3874.687988
	Iteration 92Q: 3 clusters Score -1.61359e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -16135922.000000 Penalty: 3874.687988
	Iteration 93Q: 3 clusters Score -1.613592e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141508 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -16135905.000000 Penalty: 3874.687988
	Iteration 94Q: 3 clusters Score -1.61359e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -16135903.000000 Penalty: 3874.687988
	Iteration 95Q: 3 clusters Score -1.61359e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -16135889.000000 Penalty: 3874.687988
	Iteration 96Q: 3 clusters Score -1.613589e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141884 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -16135894.000000 Penalty: 3874.687988
	Iteration 97Q: 3 clusters Score -1.613589e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -16135902.000000 Penalty: 3874.687988
	Iteration 98Q: 3 clusters Score -1.61359e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142059 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -16135897.000000 Penalty: 3874.687988
	Iteration 99Q: 3 clusters Score -1.61359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 100F: 3 clusters Score -1.613588e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142240 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -16135871.000000 Penalty: 3874.687988
	Iteration 101Q: 3 clusters Score -1.613587e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142322 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -16135895.000000 Penalty: 3874.687988
	Iteration 102Q: 3 clusters Score -1.61359e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -16135899.000000 Penalty: 3874.687988
	Iteration 103Q: 3 clusters Score -1.61359e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -16135918.000000 Penalty: 3874.687988
	Iteration 104Q: 3 clusters Score -1.613592e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -16135904.000000 Penalty: 3874.687988
	Iteration 105Q: 3 clusters Score -1.61359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -16135905.000000 Penalty: 3874.687988
	Iteration 106Q: 3 clusters Score -1.61359e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -16135871.000000 Penalty: 3874.687988
	Iteration 107Q: 3 clusters Score -1.613587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -16135885.000000 Penalty: 3874.687988
	Iteration 108Q: 3 clusters Score -1.613588e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 3874.687988
	Iteration 109Q: 3 clusters Score -1.613589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142887 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -16135894.000000 Penalty: 3874.687988
	Iteration 110Q: 3 clusters Score -1.613589e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142932 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -16135884.000000 Penalty: 3874.687988
	Iteration 111Q: 3 clusters Score -1.613588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 112Q: 3 clusters Score -1.613588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -16135876.000000 Penalty: 3874.687988
	Iteration 113Q: 3 clusters Score -1.613588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -16135880.000000 Penalty: 3874.687988
	Iteration 114Q: 3 clusters Score -1.613588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143056 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -16135876.000000 Penalty: 3874.687988
	Iteration 115Q: 3 clusters Score -1.613588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143090 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -16135860.000000 Penalty: 3874.687988
	Iteration 116Q: 3 clusters Score -1.613586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -16135853.000000 Penalty: 3874.687988
	Iteration 117Q: 3 clusters Score -1.613585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -16135869.000000 Penalty: 3874.687988
	Iteration 118Q: 3 clusters Score -1.613587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -16135878.000000 Penalty: 3874.687988
	Iteration 119Q: 3 clusters Score -1.613588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -16135880.000000 Penalty: 3874.687988
	Iteration 120F: 3 clusters Score -1.613588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -16135885.000000 Penalty: 3874.687988
	Iteration 121Q: 3 clusters Score -1.613588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -16135879.000000 Penalty: 3874.687988
	Iteration 122Q: 3 clusters Score -1.613588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143305 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -16135880.000000 Penalty: 3874.687988
	Iteration 123Q: 3 clusters Score -1.613588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -16135900.000000 Penalty: 3874.687988
	Iteration 124Q: 3 clusters Score -1.61359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -16135915.000000 Penalty: 3874.687988
	Iteration 125Q: 3 clusters Score -1.613592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143408 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -16135909.000000 Penalty: 3874.687988
	Iteration 126Q: 3 clusters Score -1.613591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -16135919.000000 Penalty: 3874.687988
	Iteration 127Q: 3 clusters Score -1.613592e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -16135919.000000 Penalty: 3874.687988
	Iteration 128Q: 3 clusters Score -1.613592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143533 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -16135909.000000 Penalty: 3874.687988
	Iteration 129Q: 3 clusters Score -1.613591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -16135943.000000 Penalty: 3874.687988
	Iteration 130Q: 3 clusters Score -1.613594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -16135903.000000 Penalty: 3874.687988
	Iteration 131Q: 3 clusters Score -1.61359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -16135891.000000 Penalty: 3874.687988
	Iteration 132Q: 3 clusters Score -1.613589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -16135895.000000 Penalty: 3874.687988
	Iteration 133Q: 3 clusters Score -1.61359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 134Q: 3 clusters Score -1.613588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -16135889.000000 Penalty: 3874.687988
	Iteration 135Q: 3 clusters Score -1.613589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143803 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -16135918.000000 Penalty: 3874.687988
	Iteration 136Q: 3 clusters Score -1.613592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -16135915.000000 Penalty: 3874.687988
	Iteration 137Q: 3 clusters Score -1.613592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -16135905.000000 Penalty: 3874.687988
	Iteration 138Q: 3 clusters Score -1.61359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143879 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -16135910.000000 Penalty: 3874.687988
	Iteration 139Q: 3 clusters Score -1.613591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -16135897.000000 Penalty: 3874.687988
	Iteration 140F: 3 clusters Score -1.61359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -16135896.000000 Penalty: 3874.687988
	Iteration 141Q: 3 clusters Score -1.61359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143947 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -16135899.000000 Penalty: 3874.687988
	Iteration 142Q: 3 clusters Score -1.61359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -16135909.000000 Penalty: 3874.687988
	Iteration 143Q: 3 clusters Score -1.613591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -16135909.000000 Penalty: 3874.687988
	Iteration 144Q: 3 clusters Score -1.613591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -16135920.000000 Penalty: 3874.687988
	Iteration 145Q: 3 clusters Score -1.613592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -16135910.000000 Penalty: 3874.687988
	Iteration 146Q: 3 clusters Score -1.613591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -16135900.000000 Penalty: 3874.687988
	Iteration 147Q: 3 clusters Score -1.61359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -16135895.000000 Penalty: 3874.687988
	Iteration 148Q: 3 clusters Score -1.61359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -16135887.000000 Penalty: 3874.687988
	Iteration 149Q: 3 clusters Score -1.613589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -16135886.000000 Penalty: 3874.687988
	Iteration 150Q: 3 clusters Score -1.613589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -16135889.000000 Penalty: 3874.687988
	Iteration 151Q: 3 clusters Score -1.613589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144102 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -16135887.000000 Penalty: 3874.687988
	Iteration 152Q: 3 clusters Score -1.613589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144115 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -16135887.000000 Penalty: 3874.687988
	Iteration 153Q: 3 clusters Score -1.613589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -16135882.000000 Penalty: 3874.687988
	Iteration 154Q: 3 clusters Score -1.613588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -16135881.000000 Penalty: 3874.687988
	Iteration 155Q: 3 clusters Score -1.613588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -16135868.000000 Penalty: 3874.687988
	Iteration 156Q: 3 clusters Score -1.613587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -16135877.000000 Penalty: 3874.687988
	Iteration 157Q: 3 clusters Score -1.613588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144173 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 158Q: 3 clusters Score -1.613588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 159Q: 3 clusters Score -1.613588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -16135883.000000 Penalty: 3874.687988
	Iteration 160F: 3 clusters Score -1.613588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -16135886.000000 Penalty: 3874.687988
	Iteration 161Q: 3 clusters Score -1.613589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144214 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -16135881.000000 Penalty: 3874.687988
	Iteration 162Q: 3 clusters Score -1.613588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -16135895.000000 Penalty: 3874.687988
	Iteration 163Q: 3 clusters Score -1.61359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -16135900.000000 Penalty: 3874.687988
	Iteration 164Q: 3 clusters Score -1.61359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144240 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -16135896.000000 Penalty: 3874.687988
	Iteration 165Q: 3 clusters Score -1.61359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -16135881.000000 Penalty: 3874.687988
	Iteration 166Q: 3 clusters Score -1.613588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -16135891.000000 Penalty: 3874.687988
	Iteration 167Q: 3 clusters Score -1.613589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144257 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -16135885.000000 Penalty: 3874.687988
	Iteration 168Q: 3 clusters Score -1.613588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144262 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 3874.687988
	Iteration 169Q: 3 clusters Score -1.613589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -16135893.000000 Penalty: 3874.687988
	Iteration 170Q: 3 clusters Score -1.613589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -16135900.000000 Penalty: 3874.687988
	Iteration 171Q: 3 clusters Score -1.61359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -16135901.000000 Penalty: 3874.687988
	Iteration 172Q: 3 clusters Score -1.61359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -16135897.000000 Penalty: 3874.687988
	Iteration 173Q: 3 clusters Score -1.61359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144297 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -16135895.000000 Penalty: 3874.687988
	Iteration 174Q: 3 clusters Score -1.61359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144301 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -16135893.000000 Penalty: 3874.687988
	Iteration 175Q: 3 clusters Score -1.613589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -16135893.000000 Penalty: 3874.687988
	Iteration 176Q: 3 clusters Score -1.613589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144306 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 3874.687988
	Iteration 177Q: 3 clusters Score -1.613589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144309 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 3874.687988
	Iteration 178Q: 3 clusters Score -1.613589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -16135891.000000 Penalty: 3874.687988
	Iteration 179Q: 3 clusters Score -1.613589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -16135888.000000 Penalty: 3874.687988
	Iteration 180F: 3 clusters Score -1.613589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -16135896.000000 Penalty: 3874.687988
	Iteration 181Q: 3 clusters Score -1.61359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144319 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -16135894.000000 Penalty: 3874.687988
	Iteration 182Q: 3 clusters Score -1.613589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -16135903.000000 Penalty: 3874.687988
	Iteration 183Q: 3 clusters Score -1.61359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144320 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -16135903.000000 Penalty: 3874.687988
	Iteration 184F: 3 clusters Score -1.61359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Entering Unmasked Estep 
Score: -3608241.250000 Penalty: 1697.463379
	Iteration 0F: 2 clusters Score -3608241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3585112.000000 Penalty: 3394.926758
	Iteration 0F: 3 clusters Score -3585112 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3594417.000000 Penalty: 3394.926758
	Iteration 1F: 3 clusters Score -3594417 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3595180.250000 Penalty: 3394.926758
	Iteration 2Q: 3 clusters Score -3595180 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3596095.250000 Penalty: 3394.926758
	Iteration 3F: 3 clusters Score -3596095 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3597311.250000 Penalty: 3394.926758
	Iteration 4F: 3 clusters Score -3597311 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3598693.500000 Penalty: 3394.926758
	Iteration 5F: 3 clusters Score -3598694 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3600125.500000 Penalty: 3394.926758
	Iteration 6F: 3 clusters Score -3600126 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3601554.000000 Penalty: 3394.926758
	Iteration 7F: 3 clusters Score -3601554 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3602734.000000 Penalty: 3394.926758
	Iteration 8F: 3 clusters Score -3602734 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3603449.250000 Penalty: 3394.926758
	Iteration 9Q: 3 clusters Score -3603449 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3603931.750000 Penalty: 3394.926758
	Iteration 10Q: 3 clusters Score -3603932 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3604232.000000 Penalty: 3394.926758
	Iteration 11Q: 3 clusters Score -3604232 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3604439.750000 Penalty: 3394.926758
	Iteration 12Q: 3 clusters Score -3604440 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3604625.500000 Penalty: 3394.926758
	Iteration 13Q: 3 clusters Score -3604626 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3604774.750000 Penalty: 3394.926758
	Iteration 14Q: 3 clusters Score -3604775 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3604898.750000 Penalty: 3394.926758
	Iteration 15Q: 3 clusters Score -3604899 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3605029.250000 Penalty: 3394.926758
	Iteration 16Q: 3 clusters Score -3605029 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3605168.500000 Penalty: 3394.926758
	Iteration 17Q: 3 clusters Score -3605168 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3605257.000000 Penalty: 3394.926758
	Iteration 18Q: 3 clusters Score -3605257 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3605414.000000 Penalty: 3394.926758
	Iteration 19Q: 3 clusters Score -3605414 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3605597.000000 Penalty: 3394.926758
	Iteration 20F: 3 clusters Score -3605597 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3605793.250000 Penalty: 3394.926758
	Iteration 21Q: 3 clusters Score -3605793 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3606005.750000 Penalty: 3394.926758
	Iteration 22Q: 3 clusters Score -3606006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3606179.750000 Penalty: 3394.926758
	Iteration 23Q: 3 clusters Score -3606180 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3606314.750000 Penalty: 3394.926758
	Iteration 24Q: 3 clusters Score -3606315 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3606433.000000 Penalty: 3394.926758
	Iteration 25Q: 3 clusters Score -3606433 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3606522.000000 Penalty: 3394.926758
	Iteration 26Q: 3 clusters Score -3606522 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3606597.500000 Penalty: 3394.926758
	Iteration 27Q: 3 clusters Score -3606598 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3606647.250000 Penalty: 3394.926758
	Iteration 28Q: 3 clusters Score -3606647 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3606686.750000 Penalty: 3394.926758
	Iteration 29Q: 3 clusters Score -3606687 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3606737.000000 Penalty: 3394.926758
	Iteration 30Q: 3 clusters Score -3606737 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -3606757.750000 Penalty: 3394.926758
	Iteration 31Q: 3 clusters Score -3606758 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3606788.500000 Penalty: 3394.926758
	Iteration 32Q: 3 clusters Score -3606788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3606815.000000 Penalty: 3394.926758
	Iteration 33Q: 3 clusters Score -3606815 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3606832.500000 Penalty: 3394.926758
	Iteration 34Q: 3 clusters Score -3606832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3606868.250000 Penalty: 3394.926758
	Iteration 35Q: 3 clusters Score -3606868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3606909.000000 Penalty: 3394.926758
	Iteration 36Q: 3 clusters Score -3606909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3606943.000000 Penalty: 3394.926758
	Iteration 37Q: 3 clusters Score -3606943 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3606972.500000 Penalty: 3394.926758
	Iteration 38Q: 3 clusters Score -3606972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3607001.500000 Penalty: 3394.926758
	Iteration 39Q: 3 clusters Score -3607002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3607043.250000 Penalty: 3394.926758
	Iteration 40F: 3 clusters Score -3607043 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3607091.250000 Penalty: 3394.926758
	Iteration 41Q: 3 clusters Score -3607091 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3607128.000000 Penalty: 3394.926758
	Iteration 42Q: 3 clusters Score -3607128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3607161.250000 Penalty: 3394.926758
	Iteration 43Q: 3 clusters Score -3607161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3607188.500000 Penalty: 3394.926758
	Iteration 44Q: 3 clusters Score -3607188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3607209.750000 Penalty: 3394.926758
	Iteration 45Q: 3 clusters Score -3607210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3607232.750000 Penalty: 3394.926758
	Iteration 46Q: 3 clusters Score -3607233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3607263.250000 Penalty: 3394.926758
	Iteration 47Q: 3 clusters Score -3607263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -3607309.750000 Penalty: 3394.926758
	Iteration 48Q: 3 clusters Score -3607310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3607336.000000 Penalty: 3394.926758
	Iteration 49Q: 3 clusters Score -3607336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3607359.750000 Penalty: 3394.926758
	Iteration 50Q: 3 clusters Score -3607360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3607403.500000 Penalty: 3394.926758
	Iteration 51Q: 3 clusters Score -3607404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3607471.750000 Penalty: 3394.926758
	Iteration 52Q: 3 clusters Score -3607472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3607566.750000 Penalty: 3394.926758
	Iteration 53Q: 3 clusters Score -3607567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3607687.750000 Penalty: 3394.926758
	Iteration 54Q: 3 clusters Score -3607688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -3607789.500000 Penalty: 3394.926758
	Iteration 55Q: 3 clusters Score -3607790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3607884.250000 Penalty: 3394.926758
	Iteration 56Q: 3 clusters Score -3607884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -3607940.000000 Penalty: 3394.926758
	Iteration 57Q: 3 clusters Score -3607940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3607981.500000 Penalty: 3394.926758
	Iteration 58Q: 3 clusters Score -3607982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3607996.000000 Penalty: 3394.926758
	Iteration 59Q: 3 clusters Score -3607996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3608009.000000 Penalty: 3394.926758
	Iteration 60F: 3 clusters Score -3608009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3608010.750000 Penalty: 3394.926758
	Iteration 61Q: 3 clusters Score -3608011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3608014.000000 Penalty: 3394.926758
	Iteration 62Q: 3 clusters Score -3608014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3608014.750000 Penalty: 3394.926758
	Iteration 63Q: 3 clusters Score -3608015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3608013.750000 Penalty: 3394.926758
	Iteration 64Q: 3 clusters Score -3608014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3608022.000000 Penalty: 3394.926758
	Iteration 65Q: 3 clusters Score -3608022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3608021.500000 Penalty: 3394.926758
	Iteration 66Q: 3 clusters Score -3608022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3608025.000000 Penalty: 3394.926758
	Iteration 67Q: 3 clusters Score -3608025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3608025.500000 Penalty: 3394.926758
	Iteration 68Q: 3 clusters Score -3608026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3608019.750000 Penalty: 3394.926758
	Iteration 69Q: 3 clusters Score -3608020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3608021.250000 Penalty: 3394.926758
	Iteration 70Q: 3 clusters Score -3608021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -3608021.500000 Penalty: 3394.926758
	Iteration 71Q: 3 clusters Score -3608022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3608029.000000 Penalty: 3394.926758
	Iteration 72Q: 3 clusters Score -3608029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3608030.250000 Penalty: 3394.926758
	Iteration 73Q: 3 clusters Score -3608030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3608030.500000 Penalty: 3394.926758
	Iteration 74Q: 3 clusters Score -3608030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -3608034.250000 Penalty: 3394.926758
	Iteration 75Q: 3 clusters Score -3608034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3608036.500000 Penalty: 3394.926758
	Iteration 76Q: 3 clusters Score -3608036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3608040.250000 Penalty: 3394.926758
	Iteration 77Q: 3 clusters Score -3608040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3608041.000000 Penalty: 3394.926758
	Iteration 78Q: 3 clusters Score -3608041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3608037.500000 Penalty: 3394.926758
	Iteration 79Q: 3 clusters Score -3608038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3608038.750000 Penalty: 3394.926758
	Iteration 80F: 3 clusters Score -3608039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -3608037.500000 Penalty: 3394.926758
	Iteration 81Q: 3 clusters Score -3608038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3608036.000000 Penalty: 3394.926758
	Iteration 82Q: 3 clusters Score -3608036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3608037.500000 Penalty: 3394.926758
	Iteration 83Q: 3 clusters Score -3608038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3608037.000000 Penalty: 3394.926758
	Iteration 84Q: 3 clusters Score -3608037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3608037.000000 Penalty: 3394.926758
	Iteration 85F: 3 clusters Score -3608037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9519.129883 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9519.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9613.725586 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9613.726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9635.567383 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9635.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9635.567383 Penalty: 1586.910645
	Iteration 3F: 3 clusters Score -9635.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Entering Unmasked Estep 
Score: -15766367.000000 Penalty: 1933.885986
	Iteration 0F: 2 clusters Score -1.576637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -15667544.000000 Penalty: 3867.771973
	Iteration 0F: 3 clusters Score -1.566754e+07 nChanged 71057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -15709426.000000 Penalty: 3867.771973
	Iteration 1F: 3 clusters Score -1.570943e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -15710259.000000 Penalty: 3867.771973
	Iteration 2Q: 3 clusters Score -1.571026e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -15711356.000000 Penalty: 3867.771973
	Iteration 3Q: 3 clusters Score -1.571136e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -15712940.000000 Penalty: 3867.771973
	Iteration 4Q: 3 clusters Score -1.571294e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -15715317.000000 Penalty: 3867.771973
	Iteration 5Q: 3 clusters Score -1.571532e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -15718704.000000 Penalty: 3867.771973
	Iteration 6Q: 3 clusters Score -1.57187e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -15723511.000000 Penalty: 3867.771973
	Iteration 7F: 3 clusters Score -1.572351e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -15730032.000000 Penalty: 3867.771973
	Iteration 8F: 3 clusters Score -1.573003e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -15737231.000000 Penalty: 3867.771973
	Iteration 9F: 3 clusters Score -1.573723e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -15743439.000000 Penalty: 3867.771973
	Iteration 10F: 3 clusters Score -1.574344e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -15747519.000000 Penalty: 3867.771973
	Iteration 11Q: 3 clusters Score -1.574752e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -15749956.000000 Penalty: 3867.771973
	Iteration 12Q: 3 clusters Score -1.574996e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -15751514.000000 Penalty: 3867.771973
	Iteration 13Q: 3 clusters Score -1.575151e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -15752882.000000 Penalty: 3867.771973
	Iteration 14Q: 3 clusters Score -1.575288e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -15754132.000000 Penalty: 3867.771973
	Iteration 15Q: 3 clusters Score -1.575413e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -15755230.000000 Penalty: 3867.771973
	Iteration 16Q: 3 clusters Score -1.575523e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -15756287.000000 Penalty: 3867.771973
	Iteration 17Q: 3 clusters Score -1.575629e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -15757309.000000 Penalty: 3867.771973
	Iteration 18Q: 3 clusters Score -1.575731e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -15758349.000000 Penalty: 3867.771973
	Iteration 19Q: 3 clusters Score -1.575835e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -15759242.000000 Penalty: 3867.771973
	Iteration 20F: 3 clusters Score -1.575924e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -15760095.000000 Penalty: 3867.771973
	Iteration 21Q: 3 clusters Score -1.57601e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -15760869.000000 Penalty: 3867.771973
	Iteration 22Q: 3 clusters Score -1.576087e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -15761577.000000 Penalty: 3867.771973
	Iteration 23Q: 3 clusters Score -1.576158e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -15762125.000000 Penalty: 3867.771973
	Iteration 24Q: 3 clusters Score -1.576212e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138572 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -15762634.000000 Penalty: 3867.771973
	Iteration 25Q: 3 clusters Score -1.576263e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -15763004.000000 Penalty: 3867.771973
	Iteration 26Q: 3 clusters Score -1.5763e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140667 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -15763293.000000 Penalty: 3867.771973
	Iteration 27Q: 3 clusters Score -1.576329e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -15763566.000000 Penalty: 3867.771973
	Iteration 28Q: 3 clusters Score -1.576357e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -15763776.000000 Penalty: 3867.771973
	Iteration 29Q: 3 clusters Score -1.576378e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -15763950.000000 Penalty: 3867.771973
	Iteration 30Q: 3 clusters Score -1.576395e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -15764086.000000 Penalty: 3867.771973
	Iteration 31Q: 3 clusters Score -1.576409e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -15764269.000000 Penalty: 3867.771973
	Iteration 32Q: 3 clusters Score -1.576427e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144109 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -15764336.000000 Penalty: 3867.771973
	Iteration 33Q: 3 clusters Score -1.576434e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -15764425.000000 Penalty: 3867.771973
	Iteration 34Q: 3 clusters Score -1.576442e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15764507.000000 Penalty: 3867.771973
	Iteration 35Q: 3 clusters Score -1.576451e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144825 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15764571.000000 Penalty: 3867.771973
	Iteration 36Q: 3 clusters Score -1.576457e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144987 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -15764590.000000 Penalty: 3867.771973
	Iteration 37Q: 3 clusters Score -1.576459e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -15764637.000000 Penalty: 3867.771973
	Iteration 38Q: 3 clusters Score -1.576464e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -15764667.000000 Penalty: 3867.771973
	Iteration 39Q: 3 clusters Score -1.576467e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145397 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15764737.000000 Penalty: 3867.771973
	Iteration 40F: 3 clusters Score -1.576474e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -15764768.000000 Penalty: 3867.771973
	Iteration 41Q: 3 clusters Score -1.576477e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -15764808.000000 Penalty: 3867.771973
	Iteration 42Q: 3 clusters Score -1.576481e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145650 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -15764817.000000 Penalty: 3867.771973
	Iteration 43Q: 3 clusters Score -1.576482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15764867.000000 Penalty: 3867.771973
	Iteration 44Q: 3 clusters Score -1.576487e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15764892.000000 Penalty: 3867.771973
	Iteration 45Q: 3 clusters Score -1.576489e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15764900.000000 Penalty: 3867.771973
	Iteration 46Q: 3 clusters Score -1.57649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15764911.000000 Penalty: 3867.771973
	Iteration 47Q: 3 clusters Score -1.576491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15764912.000000 Penalty: 3867.771973
	Iteration 48Q: 3 clusters Score -1.576491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145914 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15764939.000000 Penalty: 3867.771973
	Iteration 49Q: 3 clusters Score -1.576494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15764957.000000 Penalty: 3867.771973
	Iteration 50Q: 3 clusters Score -1.576496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15764954.000000 Penalty: 3867.771973
	Iteration 51Q: 3 clusters Score -1.576495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -15764967.000000 Penalty: 3867.771973
	Iteration 52Q: 3 clusters Score -1.576497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15764969.000000 Penalty: 3867.771973
	Iteration 53Q: 3 clusters Score -1.576497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15764966.000000 Penalty: 3867.771973
	Iteration 54Q: 3 clusters Score -1.576497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15764976.000000 Penalty: 3867.771973
	Iteration 55Q: 3 clusters Score -1.576498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146035 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -15764976.000000 Penalty: 3867.771973
	Iteration 56Q: 3 clusters Score -1.576498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15764978.000000 Penalty: 3867.771973
	Iteration 57Q: 3 clusters Score -1.576498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -15764979.000000 Penalty: 3867.771973
	Iteration 58Q: 3 clusters Score -1.576498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15764981.000000 Penalty: 3867.771973
	Iteration 59Q: 3 clusters Score -1.576498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15764981.000000 Penalty: 3867.771973
	Iteration 60F: 3 clusters Score -1.576498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15764988.000000 Penalty: 3867.771973
	Iteration 61Q: 3 clusters Score -1.576499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -15764986.000000 Penalty: 3867.771973
	Iteration 62Q: 3 clusters Score -1.576499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15764984.000000 Penalty: 3867.771973
	Iteration 63Q: 3 clusters Score -1.576498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15764979.000000 Penalty: 3867.771973
	Iteration 64Q: 3 clusters Score -1.576498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15764981.000000 Penalty: 3867.771973
	Iteration 65Q: 3 clusters Score -1.576498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15764986.000000 Penalty: 3867.771973
	Iteration 66Q: 3 clusters Score -1.576499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146100 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15764980.000000 Penalty: 3867.771973
	Iteration 67Q: 3 clusters Score -1.576498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15764984.000000 Penalty: 3867.771973
	Iteration 68Q: 3 clusters Score -1.576498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -15764984.000000 Penalty: 3867.771973
	Iteration 69F: 3 clusters Score -1.576498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -150188.062500 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -150188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -148455.937500 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -148455.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148814.453125 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -148814.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148887.062500 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -148887.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148924.359375 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -148924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148939.390625 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -148939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148952.890625 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -148952.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -148968.656250 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -148968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148977.375000 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -148977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148985.093750 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -148985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148991.625000 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -148991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -148996.734375 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -148996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -148997.921875 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -148997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148998.796875 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -148998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148998.796875 Penalty: 2361.945801
	Iteration 13F: 3 clusters Score -148998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -484123.562500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -484123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -480509.781250 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -480509.8 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -481415.343750 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -481415.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -481573.687500 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -481573.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481678.468750 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -481678.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -481755.562500 Penalty: 2732.325439
	Iteration 4Q: 3 clusters Score -481755.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -481816.531250 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -481816.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -481865.031250 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -481865 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -481902.875000 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -481902.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -481946.093750 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -481946.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -481996.093750 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -481996.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -482041.218750 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -482041.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -482088.843750 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -482088.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -482144.656250 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -482144.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -482201.562500 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -482201.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -482258.781250 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -482258.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -482317.031250 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -482317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -482383.125000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -482383.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -482443.843750 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -482443.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -482515.843750 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -482515.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -482571.281250 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -482571.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -482612.093750 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -482612.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -482652.281250 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -482652.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -482691.843750 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -482691.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -482746.312500 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -482746.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -482790.875000 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -482790.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -482815.437500 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -482815.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -482834.281250 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -482834.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -482844.625000 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -482844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -482851.968750 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -482852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -482860.406250 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -482860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -482864.062500 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -482864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -482873.906250 Penalty: 2732.325439
	Iteration 31Q: 3 clusters Score -482873.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -482886.156250 Penalty: 2732.325439
	Iteration 32Q: 3 clusters Score -482886.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -482894.250000 Penalty: 2732.325439
	Iteration 33Q: 3 clusters Score -482894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -482899.812500 Penalty: 2732.325439
	Iteration 34Q: 3 clusters Score -482899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -482905.531250 Penalty: 2732.325439
	Iteration 35Q: 3 clusters Score -482905.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -482912.687500 Penalty: 2732.325439
	Iteration 36Q: 3 clusters Score -482912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -482919.000000 Penalty: 2732.325439
	Iteration 37Q: 3 clusters Score -482919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -482922.093750 Penalty: 2732.325439
	Iteration 38Q: 3 clusters Score -482922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -482926.781250 Penalty: 2732.325439
	Iteration 39Q: 3 clusters Score -482926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -482931.718750 Penalty: 2732.325439
	Iteration 40F: 3 clusters Score -482931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -482933.968750 Penalty: 2732.325439
	Iteration 41Q: 3 clusters Score -482934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -482935.468750 Penalty: 2732.325439
	Iteration 42Q: 3 clusters Score -482935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -482938.687500 Penalty: 2732.325439
	Iteration 43Q: 3 clusters Score -482938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -482943.406250 Penalty: 2732.325439
	Iteration 44Q: 3 clusters Score -482943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -482945.218750 Penalty: 2732.325439
	Iteration 45Q: 3 clusters Score -482945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -482945.218750 Penalty: 2732.325439
	Iteration 46F: 3 clusters Score -482945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -1467819.625000 Penalty: 1545.387085
	Iteration 0F: 2 clusters Score -1467820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1458404.750000 Penalty: 3090.774170
	Iteration 0F: 3 clusters Score -1458405 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1461800.625000 Penalty: 3090.774170
	Iteration 1F: 3 clusters Score -1461801 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1462311.625000 Penalty: 3090.774170
	Iteration 2F: 3 clusters Score -1462312 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1462769.500000 Penalty: 3090.774170
	Iteration 3F: 3 clusters Score -1462770 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1463180.750000 Penalty: 3090.774170
	Iteration 4F: 3 clusters Score -1463181 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1463582.875000 Penalty: 3090.774170
	Iteration 5F: 3 clusters Score -1463583 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1464013.875000 Penalty: 3090.774170
	Iteration 6F: 3 clusters Score -1464014 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1464425.625000 Penalty: 3090.774170
	Iteration 7F: 3 clusters Score -1464426 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1464805.375000 Penalty: 3090.774170
	Iteration 8Q: 3 clusters Score -1464805 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1465112.375000 Penalty: 3090.774170
	Iteration 9Q: 3 clusters Score -1465112 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1465313.625000 Penalty: 3090.774170
	Iteration 10Q: 3 clusters Score -1465314 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1465453.375000 Penalty: 3090.774170
	Iteration 11Q: 3 clusters Score -1465453 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1465533.875000 Penalty: 3090.774170
	Iteration 12Q: 3 clusters Score -1465534 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1465600.875000 Penalty: 3090.774170
	Iteration 13Q: 3 clusters Score -1465601 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1465633.500000 Penalty: 3090.774170
	Iteration 14Q: 3 clusters Score -1465634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1465675.125000 Penalty: 3090.774170
	Iteration 15Q: 3 clusters Score -1465675 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1465721.125000 Penalty: 3090.774170
	Iteration 16Q: 3 clusters Score -1465721 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1465753.125000 Penalty: 3090.774170
	Iteration 17Q: 3 clusters Score -1465753 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1465793.250000 Penalty: 3090.774170
	Iteration 18Q: 3 clusters Score -1465793 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1465830.000000 Penalty: 3090.774170
	Iteration 19Q: 3 clusters Score -1465830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1465875.125000 Penalty: 3090.774170
	Iteration 20F: 3 clusters Score -1465875 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1465912.500000 Penalty: 3090.774170
	Iteration 21Q: 3 clusters Score -1465912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1465955.250000 Penalty: 3090.774170
	Iteration 22Q: 3 clusters Score -1465955 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1466014.125000 Penalty: 3090.774170
	Iteration 23Q: 3 clusters Score -1466014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1466061.875000 Penalty: 3090.774170
	Iteration 24Q: 3 clusters Score -1466062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1466123.500000 Penalty: 3090.774170
	Iteration 25Q: 3 clusters Score -1466124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1466169.875000 Penalty: 3090.774170
	Iteration 26Q: 3 clusters Score -1466170 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1466221.750000 Penalty: 3090.774170
	Iteration 27Q: 3 clusters Score -1466222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1466264.250000 Penalty: 3090.774170
	Iteration 28Q: 3 clusters Score -1466264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1466303.250000 Penalty: 3090.774170
	Iteration 29Q: 3 clusters Score -1466303 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1466337.625000 Penalty: 3090.774170
	Iteration 30Q: 3 clusters Score -1466338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1466364.000000 Penalty: 3090.774170
	Iteration 31Q: 3 clusters Score -1466364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1466397.500000 Penalty: 3090.774170
	Iteration 32Q: 3 clusters Score -1466398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1466424.750000 Penalty: 3090.774170
	Iteration 33Q: 3 clusters Score -1466425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1466458.875000 Penalty: 3090.774170
	Iteration 34Q: 3 clusters Score -1466459 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1466497.375000 Penalty: 3090.774170
	Iteration 35Q: 3 clusters Score -1466497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1466539.500000 Penalty: 3090.774170
	Iteration 36Q: 3 clusters Score -1466540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1466577.375000 Penalty: 3090.774170
	Iteration 37Q: 3 clusters Score -1466577 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1466614.500000 Penalty: 3090.774170
	Iteration 38Q: 3 clusters Score -1466614 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1466664.000000 Penalty: 3090.774170
	Iteration 39Q: 3 clusters Score -1466664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1466697.125000 Penalty: 3090.774170
	Iteration 40F: 3 clusters Score -1466697 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1466729.125000 Penalty: 3090.774170
	Iteration 41Q: 3 clusters Score -1466729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1466767.375000 Penalty: 3090.774170
	Iteration 42Q: 3 clusters Score -1466767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1466798.750000 Penalty: 3090.774170
	Iteration 43Q: 3 clusters Score -1466799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1466828.250000 Penalty: 3090.774170
	Iteration 44Q: 3 clusters Score -1466828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1466867.500000 Penalty: 3090.774170
	Iteration 45Q: 3 clusters Score -1466868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1466896.375000 Penalty: 3090.774170
	Iteration 46Q: 3 clusters Score -1466896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1466929.375000 Penalty: 3090.774170
	Iteration 47Q: 3 clusters Score -1466929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1466953.000000 Penalty: 3090.774170
	Iteration 48Q: 3 clusters Score -1466953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1466982.875000 Penalty: 3090.774170
	Iteration 49Q: 3 clusters Score -1466983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1467009.375000 Penalty: 3090.774170
	Iteration 50Q: 3 clusters Score -1467009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1467028.750000 Penalty: 3090.774170
	Iteration 51Q: 3 clusters Score -1467029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1467042.625000 Penalty: 3090.774170
	Iteration 52Q: 3 clusters Score -1467043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1467056.875000 Penalty: 3090.774170
	Iteration 53Q: 3 clusters Score -1467057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1467067.625000 Penalty: 3090.774170
	Iteration 54Q: 3 clusters Score -1467068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1467078.875000 Penalty: 3090.774170
	Iteration 55Q: 3 clusters Score -1467079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1467083.625000 Penalty: 3090.774170
	Iteration 56Q: 3 clusters Score -1467084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1467087.750000 Penalty: 3090.774170
	Iteration 57Q: 3 clusters Score -1467088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1467092.375000 Penalty: 3090.774170
	Iteration 58Q: 3 clusters Score -1467092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1467097.375000 Penalty: 3090.774170
	Iteration 59Q: 3 clusters Score -1467097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1467106.000000 Penalty: 3090.774170
	Iteration 60F: 3 clusters Score -1467106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1467111.875000 Penalty: 3090.774170
	Iteration 61Q: 3 clusters Score -1467112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1467115.125000 Penalty: 3090.774170
	Iteration 62Q: 3 clusters Score -1467115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1467117.000000 Penalty: 3090.774170
	Iteration 63Q: 3 clusters Score -1467117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1467118.125000 Penalty: 3090.774170
	Iteration 64Q: 3 clusters Score -1467118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1467122.750000 Penalty: 3090.774170
	Iteration 65Q: 3 clusters Score -1467123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1467125.125000 Penalty: 3090.774170
	Iteration 66Q: 3 clusters Score -1467125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1467123.875000 Penalty: 3090.774170
	Iteration 67Q: 3 clusters Score -1467124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1467129.250000 Penalty: 3090.774170
	Iteration 68Q: 3 clusters Score -1467129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1467131.750000 Penalty: 3090.774170
	Iteration 69Q: 3 clusters Score -1467132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1467137.500000 Penalty: 3090.774170
	Iteration 70Q: 3 clusters Score -1467138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1467141.875000 Penalty: 3090.774170
	Iteration 71Q: 3 clusters Score -1467142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1467143.250000 Penalty: 3090.774170
	Iteration 72Q: 3 clusters Score -1467143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1467143.500000 Penalty: 3090.774170
	Iteration 73Q: 3 clusters Score -1467144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1467145.750000 Penalty: 3090.774170
	Iteration 74Q: 3 clusters Score -1467146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1467146.500000 Penalty: 3090.774170
	Iteration 75Q: 3 clusters Score -1467146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1467152.875000 Penalty: 3090.774170
	Iteration 76Q: 3 clusters Score -1467153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1467157.500000 Penalty: 3090.774170
	Iteration 77Q: 3 clusters Score -1467158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1467155.750000 Penalty: 3090.774170
	Iteration 78Q: 3 clusters Score -1467156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1467163.625000 Penalty: 3090.774170
	Iteration 79Q: 3 clusters Score -1467164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1467166.375000 Penalty: 3090.774170
	Iteration 80F: 3 clusters Score -1467166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1467169.000000 Penalty: 3090.774170
	Iteration 81Q: 3 clusters Score -1467169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1467173.000000 Penalty: 3090.774170
	Iteration 82Q: 3 clusters Score -1467173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1467174.875000 Penalty: 3090.774170
	Iteration 83Q: 3 clusters Score -1467175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1467173.875000 Penalty: 3090.774170
	Iteration 84Q: 3 clusters Score -1467174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1467173.875000 Penalty: 3090.774170
	Iteration 85F: 3 clusters Score -1467174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Entering Unmasked Estep 
Score: -1362759.375000 Penalty: 1540.795288
	Iteration 0F: 2 clusters Score -1362759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1353564.250000 Penalty: 3081.590576
	Iteration 0F: 3 clusters Score -1353564 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1356772.750000 Penalty: 3081.590576
	Iteration 1F: 3 clusters Score -1356773 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1357173.625000 Penalty: 3081.590576
	Iteration 2F: 3 clusters Score -1357174 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1357544.625000 Penalty: 3081.590576
	Iteration 3F: 3 clusters Score -1357545 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1357919.375000 Penalty: 3081.590576
	Iteration 4F: 3 clusters Score -1357919 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1358269.375000 Penalty: 3081.590576
	Iteration 5F: 3 clusters Score -1358269 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1358616.500000 Penalty: 3081.590576
	Iteration 6Q: 3 clusters Score -1358616 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1358998.625000 Penalty: 3081.590576
	Iteration 7Q: 3 clusters Score -1358999 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1359453.500000 Penalty: 3081.590576
	Iteration 8F: 3 clusters Score -1359454 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1359896.625000 Penalty: 3081.590576
	Iteration 9Q: 3 clusters Score -1359897 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1360364.125000 Penalty: 3081.590576
	Iteration 10Q: 3 clusters Score -1360364 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1360719.250000 Penalty: 3081.590576
	Iteration 11Q: 3 clusters Score -1360719 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1360956.125000 Penalty: 3081.590576
	Iteration 12Q: 3 clusters Score -1360956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1361101.625000 Penalty: 3081.590576
	Iteration 13Q: 3 clusters Score -1361102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1361197.500000 Penalty: 3081.590576
	Iteration 14Q: 3 clusters Score -1361198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1361275.875000 Penalty: 3081.590576
	Iteration 15Q: 3 clusters Score -1361276 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1361370.750000 Penalty: 3081.590576
	Iteration 16Q: 3 clusters Score -1361371 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1361444.750000 Penalty: 3081.590576
	Iteration 17Q: 3 clusters Score -1361445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1361518.625000 Penalty: 3081.590576
	Iteration 18Q: 3 clusters Score -1361519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1361565.750000 Penalty: 3081.590576
	Iteration 19Q: 3 clusters Score -1361566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1361587.750000 Penalty: 3081.590576
	Iteration 20F: 3 clusters Score -1361588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1361603.625000 Penalty: 3081.590576
	Iteration 21Q: 3 clusters Score -1361604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1361615.375000 Penalty: 3081.590576
	Iteration 22Q: 3 clusters Score -1361615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1361624.250000 Penalty: 3081.590576
	Iteration 23Q: 3 clusters Score -1361624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1361632.875000 Penalty: 3081.590576
	Iteration 24Q: 3 clusters Score -1361633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1361639.375000 Penalty: 3081.590576
	Iteration 25Q: 3 clusters Score -1361639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1361648.000000 Penalty: 3081.590576
	Iteration 26Q: 3 clusters Score -1361648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1361651.000000 Penalty: 3081.590576
	Iteration 27Q: 3 clusters Score -1361651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1361657.875000 Penalty: 3081.590576
	Iteration 28Q: 3 clusters Score -1361658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1361659.375000 Penalty: 3081.590576
	Iteration 29Q: 3 clusters Score -1361659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1361664.125000 Penalty: 3081.590576
	Iteration 30Q: 3 clusters Score -1361664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1361666.875000 Penalty: 3081.590576
	Iteration 31Q: 3 clusters Score -1361667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1361668.750000 Penalty: 3081.590576
	Iteration 32Q: 3 clusters Score -1361669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1361668.500000 Penalty: 3081.590576
	Iteration 33Q: 3 clusters Score -1361668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1361669.875000 Penalty: 3081.590576
	Iteration 34Q: 3 clusters Score -1361670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1361668.875000 Penalty: 3081.590576
	Iteration 35Q: 3 clusters Score -1361669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1361668.875000 Penalty: 3081.590576
	Iteration 36F: 3 clusters Score -1361669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1374535.375000 Penalty: 1534.429321
	Iteration 0F: 2 clusters Score -1374535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1365611.250000 Penalty: 3068.858643
	Iteration 0F: 3 clusters Score -1365611 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1368514.500000 Penalty: 3068.858643
	Iteration 1F: 3 clusters Score -1368514 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1368766.125000 Penalty: 3068.858643
	Iteration 2F: 3 clusters Score -1368766 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1368966.750000 Penalty: 3068.858643
	Iteration 3Q: 3 clusters Score -1368967 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1369160.000000 Penalty: 3068.858643
	Iteration 4Q: 3 clusters Score -1369160 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1369366.125000 Penalty: 3068.858643
	Iteration 5Q: 3 clusters Score -1369366 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1369579.250000 Penalty: 3068.858643
	Iteration 6Q: 3 clusters Score -1369579 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1369837.625000 Penalty: 3068.858643
	Iteration 7Q: 3 clusters Score -1369838 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1370124.375000 Penalty: 3068.858643
	Iteration 8Q: 3 clusters Score -1370124 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1370499.000000 Penalty: 3068.858643
	Iteration 9Q: 3 clusters Score -1370499 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1370947.000000 Penalty: 3068.858643
	Iteration 10F: 3 clusters Score -1370947 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1371464.875000 Penalty: 3068.858643
	Iteration 11F: 3 clusters Score -1371465 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1371992.375000 Penalty: 3068.858643
	Iteration 12F: 3 clusters Score -1371992 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1372437.750000 Penalty: 3068.858643
	Iteration 13Q: 3 clusters Score -1372438 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1372761.125000 Penalty: 3068.858643
	Iteration 14Q: 3 clusters Score -1372761 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1372947.625000 Penalty: 3068.858643
	Iteration 15Q: 3 clusters Score -1372948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1373040.750000 Penalty: 3068.858643
	Iteration 16Q: 3 clusters Score -1373041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1373091.875000 Penalty: 3068.858643
	Iteration 17Q: 3 clusters Score -1373092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1373123.750000 Penalty: 3068.858643
	Iteration 18Q: 3 clusters Score -1373124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1373139.000000 Penalty: 3068.858643
	Iteration 19Q: 3 clusters Score -1373139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1373149.000000 Penalty: 3068.858643
	Iteration 20F: 3 clusters Score -1373149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1373156.875000 Penalty: 3068.858643
	Iteration 21Q: 3 clusters Score -1373157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1373170.500000 Penalty: 3068.858643
	Iteration 22Q: 3 clusters Score -1373170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1373179.375000 Penalty: 3068.858643
	Iteration 23Q: 3 clusters Score -1373179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1373197.000000 Penalty: 3068.858643
	Iteration 24Q: 3 clusters Score -1373197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1373204.250000 Penalty: 3068.858643
	Iteration 25Q: 3 clusters Score -1373204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1373207.500000 Penalty: 3068.858643
	Iteration 26Q: 3 clusters Score -1373208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1373209.375000 Penalty: 3068.858643
	Iteration 27Q: 3 clusters Score -1373209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1373212.875000 Penalty: 3068.858643
	Iteration 28Q: 3 clusters Score -1373213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1373213.625000 Penalty: 3068.858643
	Iteration 29Q: 3 clusters Score -1373214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1373219.750000 Penalty: 3068.858643
	Iteration 30Q: 3 clusters Score -1373220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1373221.125000 Penalty: 3068.858643
	Iteration 31Q: 3 clusters Score -1373221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1373229.000000 Penalty: 3068.858643
	Iteration 32Q: 3 clusters Score -1373229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1373233.625000 Penalty: 3068.858643
	Iteration 33Q: 3 clusters Score -1373234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1373233.875000 Penalty: 3068.858643
	Iteration 34Q: 3 clusters Score -1373234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1373233.875000 Penalty: 3068.858643
	Iteration 35F: 3 clusters Score -1373234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Entering Unmasked Estep 
Score: -1515832.375000 Penalty: 1550.145386
	Iteration 0F: 2 clusters Score -1515832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1506195.875000 Penalty: 3100.290771
	Iteration 0F: 3 clusters Score -1506196 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1509475.500000 Penalty: 3100.290771
	Iteration 1F: 3 clusters Score -1509476 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1509754.875000 Penalty: 3100.290771
	Iteration 2F: 3 clusters Score -1509755 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1510004.375000 Penalty: 3100.290771
	Iteration 3Q: 3 clusters Score -1510004 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1510266.625000 Penalty: 3100.290771
	Iteration 4Q: 3 clusters Score -1510267 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1510571.000000 Penalty: 3100.290771
	Iteration 5Q: 3 clusters Score -1510571 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1511000.125000 Penalty: 3100.290771
	Iteration 6F: 3 clusters Score -1511000 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1511579.250000 Penalty: 3100.290771
	Iteration 7F: 3 clusters Score -1511579 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1512335.500000 Penalty: 3100.290771
	Iteration 8F: 3 clusters Score -1512336 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1513077.750000 Penalty: 3100.290771
	Iteration 9F: 3 clusters Score -1513078 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1513676.875000 Penalty: 3100.290771
	Iteration 10Q: 3 clusters Score -1513677 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1514036.000000 Penalty: 3100.290771
	Iteration 11Q: 3 clusters Score -1514036 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1514224.375000 Penalty: 3100.290771
	Iteration 12Q: 3 clusters Score -1514224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1514328.500000 Penalty: 3100.290771
	Iteration 13Q: 3 clusters Score -1514328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1514379.875000 Penalty: 3100.290771
	Iteration 14Q: 3 clusters Score -1514380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1514419.625000 Penalty: 3100.290771
	Iteration 15Q: 3 clusters Score -1514420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1514437.375000 Penalty: 3100.290771
	Iteration 16Q: 3 clusters Score -1514437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1514443.750000 Penalty: 3100.290771
	Iteration 17Q: 3 clusters Score -1514444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1514446.875000 Penalty: 3100.290771
	Iteration 18Q: 3 clusters Score -1514447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1514447.875000 Penalty: 3100.290771
	Iteration 19Q: 3 clusters Score -1514448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1514449.500000 Penalty: 3100.290771
	Iteration 20F: 3 clusters Score -1514450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Entering Unmasked Estep 
Score: -5988744.000000 Penalty: 1780.205933
	Iteration 0F: 2 clusters Score -5988744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -5950451.000000 Penalty: 3560.411865
	Iteration 0F: 3 clusters Score -5950451 nChanged 26882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5965663.500000 Penalty: 3560.411865
	Iteration 1F: 3 clusters Score -5965664 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5966246.000000 Penalty: 3560.411865
	Iteration 2Q: 3 clusters Score -5966246 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5967003.500000 Penalty: 3560.411865
	Iteration 3Q: 3 clusters Score -5967004 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5968380.500000 Penalty: 3560.411865
	Iteration 4F: 3 clusters Score -5968380 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5970780.000000 Penalty: 3560.411865
	Iteration 5F: 3 clusters Score -5970780 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -5974963.500000 Penalty: 3560.411865
	Iteration 6F: 3 clusters Score -5974964 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5980326.000000 Penalty: 3560.411865
	Iteration 7F: 3 clusters Score -5980326 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5984552.000000 Penalty: 3560.411865
	Iteration 8F: 3 clusters Score -5984552 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5986371.500000 Penalty: 3560.411865
	Iteration 9Q: 3 clusters Score -5986372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5986915.000000 Penalty: 3560.411865
	Iteration 10Q: 3 clusters Score -5986915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5987064.000000 Penalty: 3560.411865
	Iteration 11Q: 3 clusters Score -5987064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5987107.500000 Penalty: 3560.411865
	Iteration 12Q: 3 clusters Score -5987108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5987125.000000 Penalty: 3560.411865
	Iteration 13Q: 3 clusters Score -5987125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5987145.500000 Penalty: 3560.411865
	Iteration 14Q: 3 clusters Score -5987146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5987167.000000 Penalty: 3560.411865
	Iteration 15Q: 3 clusters Score -5987167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5987172.500000 Penalty: 3560.411865
	Iteration 16Q: 3 clusters Score -5987172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5987179.500000 Penalty: 3560.411865
	Iteration 17Q: 3 clusters Score -5987180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5987187.000000 Penalty: 3560.411865
	Iteration 18Q: 3 clusters Score -5987187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5987190.000000 Penalty: 3560.411865
	Iteration 19Q: 3 clusters Score -5987190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5987194.000000 Penalty: 3560.411865
	Iteration 20F: 3 clusters Score -5987194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5987202.500000 Penalty: 3560.411865
	Iteration 21Q: 3 clusters Score -5987202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5987202.500000 Penalty: 3560.411865
	Iteration 22Q: 3 clusters Score -5987202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5987202.500000 Penalty: 3560.411865
	Iteration 23F: 3 clusters Score -5987202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Entering Unmasked Estep 
Score: -820575.562500 Penalty: 1459.523315
	Iteration 0F: 2 clusters Score -820575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -814712.500000 Penalty: 2919.046631
	Iteration 0F: 3 clusters Score -814712.5 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -816572.625000 Penalty: 2919.046631
	Iteration 1F: 3 clusters Score -816572.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -816863.812500 Penalty: 2919.046631
	Iteration 2F: 3 clusters Score -816863.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -817134.625000 Penalty: 2919.046631
	Iteration 3F: 3 clusters Score -817134.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -817359.562500 Penalty: 2919.046631
	Iteration 4F: 3 clusters Score -817359.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -817579.187500 Penalty: 2919.046631
	Iteration 5Q: 3 clusters Score -817579.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -817806.875000 Penalty: 2919.046631
	Iteration 6Q: 3 clusters Score -817806.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -818064.937500 Penalty: 2919.046631
	Iteration 7Q: 3 clusters Score -818064.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -818344.125000 Penalty: 2919.046631
	Iteration 8F: 3 clusters Score -818344.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -818604.062500 Penalty: 2919.046631
	Iteration 9Q: 3 clusters Score -818604.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -818849.687500 Penalty: 2919.046631
	Iteration 10Q: 3 clusters Score -818849.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -819027.750000 Penalty: 2919.046631
	Iteration 11Q: 3 clusters Score -819027.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -819134.812500 Penalty: 2919.046631
	Iteration 12Q: 3 clusters Score -819134.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -819186.937500 Penalty: 2919.046631
	Iteration 13Q: 3 clusters Score -819186.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -819220.562500 Penalty: 2919.046631
	Iteration 14Q: 3 clusters Score -819220.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -819240.000000 Penalty: 2919.046631
	Iteration 15Q: 3 clusters Score -819240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -819254.062500 Penalty: 2919.046631
	Iteration 16Q: 3 clusters Score -819254.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -819262.812500 Penalty: 2919.046631
	Iteration 17Q: 3 clusters Score -819262.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -819272.062500 Penalty: 2919.046631
	Iteration 18Q: 3 clusters Score -819272.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -819281.687500 Penalty: 2919.046631
	Iteration 19Q: 3 clusters Score -819281.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -819287.875000 Penalty: 2919.046631
	Iteration 20F: 3 clusters Score -819287.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -819295.375000 Penalty: 2919.046631
	Iteration 21Q: 3 clusters Score -819295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -819303.687500 Penalty: 2919.046631
	Iteration 22Q: 3 clusters Score -819303.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -819309.687500 Penalty: 2919.046631
	Iteration 23Q: 3 clusters Score -819309.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -819316.500000 Penalty: 2919.046631
	Iteration 24Q: 3 clusters Score -819316.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -819317.500000 Penalty: 2919.046631
	Iteration 25Q: 3 clusters Score -819317.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -819321.750000 Penalty: 2919.046631
	Iteration 26Q: 3 clusters Score -819321.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -819325.000000 Penalty: 2919.046631
	Iteration 27Q: 3 clusters Score -819325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -819328.562500 Penalty: 2919.046631
	Iteration 28Q: 3 clusters Score -819328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -819333.062500 Penalty: 2919.046631
	Iteration 29Q: 3 clusters Score -819333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -819336.500000 Penalty: 2919.046631
	Iteration 30Q: 3 clusters Score -819336.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -819339.812500 Penalty: 2919.046631
	Iteration 31Q: 3 clusters Score -819339.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -819345.312500 Penalty: 2919.046631
	Iteration 32Q: 3 clusters Score -819345.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -819353.375000 Penalty: 2919.046631
	Iteration 33Q: 3 clusters Score -819353.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -819361.812500 Penalty: 2919.046631
	Iteration 34Q: 3 clusters Score -819361.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -819367.875000 Penalty: 2919.046631
	Iteration 35Q: 3 clusters Score -819367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -819371.875000 Penalty: 2919.046631
	Iteration 36Q: 3 clusters Score -819371.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -819375.000000 Penalty: 2919.046631
	Iteration 37Q: 3 clusters Score -819375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -819377.500000 Penalty: 2919.046631
	Iteration 38Q: 3 clusters Score -819377.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -819381.812500 Penalty: 2919.046631
	Iteration 39Q: 3 clusters Score -819381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -819383.812500 Penalty: 2919.046631
	Iteration 40F: 3 clusters Score -819383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -819387.000000 Penalty: 2919.046631
	Iteration 41Q: 3 clusters Score -819387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -819388.812500 Penalty: 2919.046631
	Iteration 42Q: 3 clusters Score -819388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -819392.250000 Penalty: 2919.046631
	Iteration 43Q: 3 clusters Score -819392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -819395.250000 Penalty: 2919.046631
	Iteration 44Q: 3 clusters Score -819395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -819396.187500 Penalty: 2919.046631
	Iteration 45Q: 3 clusters Score -819396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -819397.750000 Penalty: 2919.046631
	Iteration 46Q: 3 clusters Score -819397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -819400.562500 Penalty: 2919.046631
	Iteration 47Q: 3 clusters Score -819400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -819403.000000 Penalty: 2919.046631
	Iteration 48Q: 3 clusters Score -819403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -819408.375000 Penalty: 2919.046631
	Iteration 49Q: 3 clusters Score -819408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -819413.125000 Penalty: 2919.046631
	Iteration 50Q: 3 clusters Score -819413.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -819420.875000 Penalty: 2919.046631
	Iteration 51Q: 3 clusters Score -819420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -819425.375000 Penalty: 2919.046631
	Iteration 52Q: 3 clusters Score -819425.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -819435.187500 Penalty: 2919.046631
	Iteration 53Q: 3 clusters Score -819435.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -819447.687500 Penalty: 2919.046631
	Iteration 54Q: 3 clusters Score -819447.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -819465.250000 Penalty: 2919.046631
	Iteration 55Q: 3 clusters Score -819465.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -819482.062500 Penalty: 2919.046631
	Iteration 56Q: 3 clusters Score -819482.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -819503.312500 Penalty: 2919.046631
	Iteration 57Q: 3 clusters Score -819503.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -819524.937500 Penalty: 2919.046631
	Iteration 58Q: 3 clusters Score -819524.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -819538.937500 Penalty: 2919.046631
	Iteration 59Q: 3 clusters Score -819538.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -819548.125000 Penalty: 2919.046631
	Iteration 60F: 3 clusters Score -819548.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -819555.687500 Penalty: 2919.046631
	Iteration 61Q: 3 clusters Score -819555.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -819559.375000 Penalty: 2919.046631
	Iteration 62Q: 3 clusters Score -819559.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -819566.437500 Penalty: 2919.046631
	Iteration 63Q: 3 clusters Score -819566.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -819573.062500 Penalty: 2919.046631
	Iteration 64Q: 3 clusters Score -819573.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -819582.625000 Penalty: 2919.046631
	Iteration 65Q: 3 clusters Score -819582.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -819590.812500 Penalty: 2919.046631
	Iteration 66Q: 3 clusters Score -819590.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -819593.500000 Penalty: 2919.046631
	Iteration 67Q: 3 clusters Score -819593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -819603.312500 Penalty: 2919.046631
	Iteration 68Q: 3 clusters Score -819603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -819607.500000 Penalty: 2919.046631
	Iteration 69Q: 3 clusters Score -819607.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -819615.625000 Penalty: 2919.046631
	Iteration 70Q: 3 clusters Score -819615.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -819622.750000 Penalty: 2919.046631
	Iteration 71Q: 3 clusters Score -819622.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -819632.187500 Penalty: 2919.046631
	Iteration 72Q: 3 clusters Score -819632.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -819640.375000 Penalty: 2919.046631
	Iteration 73Q: 3 clusters Score -819640.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -819649.375000 Penalty: 2919.046631
	Iteration 74Q: 3 clusters Score -819649.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -819656.562500 Penalty: 2919.046631
	Iteration 75Q: 3 clusters Score -819656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -819660.375000 Penalty: 2919.046631
	Iteration 76Q: 3 clusters Score -819660.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -819665.625000 Penalty: 2919.046631
	Iteration 77Q: 3 clusters Score -819665.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -819672.000000 Penalty: 2919.046631
	Iteration 78Q: 3 clusters Score -819672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -819673.750000 Penalty: 2919.046631
	Iteration 79Q: 3 clusters Score -819673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -819675.812500 Penalty: 2919.046631
	Iteration 80F: 3 clusters Score -819675.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -819679.687500 Penalty: 2919.046631
	Iteration 81Q: 3 clusters Score -819679.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -819682.750000 Penalty: 2919.046631
	Iteration 82Q: 3 clusters Score -819682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -819684.312500 Penalty: 2919.046631
	Iteration 83Q: 3 clusters Score -819684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -819688.062500 Penalty: 2919.046631
	Iteration 84Q: 3 clusters Score -819688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -819691.437500 Penalty: 2919.046631
	Iteration 85Q: 3 clusters Score -819691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -819690.687500 Penalty: 2919.046631
	Iteration 86Q: 3 clusters Score -819690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -819691.437500 Penalty: 2919.046631
	Iteration 87Q: 3 clusters Score -819691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -819691.750000 Penalty: 2919.046631
	Iteration 88Q: 3 clusters Score -819691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -819691.625000 Penalty: 2919.046631
	Iteration 89Q: 3 clusters Score -819691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -819693.500000 Penalty: 2919.046631
	Iteration 90Q: 3 clusters Score -819693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -819693.937500 Penalty: 2919.046631
	Iteration 91Q: 3 clusters Score -819693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -819695.750000 Penalty: 2919.046631
	Iteration 92Q: 3 clusters Score -819695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -819696.687500 Penalty: 2919.046631
	Iteration 93Q: 3 clusters Score -819696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -819697.250000 Penalty: 2919.046631
	Iteration 94Q: 3 clusters Score -819697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -819697.250000 Penalty: 2919.046631
	Iteration 95F: 3 clusters Score -819697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16944.755859 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16944.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17023.853516 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17023.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17059.470703 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -17059.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17120.220703 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17120.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17140.556641 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17140.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17155.322266 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -17155.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17158.115234 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -17158.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17162.083984 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -17162.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17165.773438 Penalty: 1734.699951
	Iteration 8Q: 3 clusters Score -17165.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17174.613281 Penalty: 1734.699951
	Iteration 9Q: 3 clusters Score -17174.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17182.789062 Penalty: 1734.699951
	Iteration 10Q: 3 clusters Score -17182.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17192.134766 Penalty: 1734.699951
	Iteration 11Q: 3 clusters Score -17192.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17199.318359 Penalty: 1734.699951
	Iteration 12Q: 3 clusters Score -17199.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17199.318359 Penalty: 1734.699951
	Iteration 13F: 3 clusters Score -17199.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -403152.312500 Penalty: 1353.334106
	Iteration 0F: 2 clusters Score -403152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -399778.500000 Penalty: 2706.668213
	Iteration 0F: 3 clusters Score -399778.5 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -400772.968750 Penalty: 2706.668213
	Iteration 1F: 3 clusters Score -400773 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -401020.125000 Penalty: 2706.668213
	Iteration 2F: 3 clusters Score -401020.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -401267.312500 Penalty: 2706.668213
	Iteration 3F: 3 clusters Score -401267.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -401457.156250 Penalty: 2706.668213
	Iteration 4F: 3 clusters Score -401457.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -401613.687500 Penalty: 2706.668213
	Iteration 5Q: 3 clusters Score -401613.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401735.812500 Penalty: 2706.668213
	Iteration 6Q: 3 clusters Score -401735.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -401829.843750 Penalty: 2706.668213
	Iteration 7Q: 3 clusters Score -401829.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -401887.937500 Penalty: 2706.668213
	Iteration 8Q: 3 clusters Score -401887.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -401924.375000 Penalty: 2706.668213
	Iteration 9Q: 3 clusters Score -401924.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -401948.281250 Penalty: 2706.668213
	Iteration 10Q: 3 clusters Score -401948.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -401968.593750 Penalty: 2706.668213
	Iteration 11Q: 3 clusters Score -401968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -401980.281250 Penalty: 2706.668213
	Iteration 12Q: 3 clusters Score -401980.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -401991.250000 Penalty: 2706.668213
	Iteration 13Q: 3 clusters Score -401991.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -401999.406250 Penalty: 2706.668213
	Iteration 14Q: 3 clusters Score -401999.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402004.250000 Penalty: 2706.668213
	Iteration 15Q: 3 clusters Score -402004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402010.406250 Penalty: 2706.668213
	Iteration 16Q: 3 clusters Score -402010.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402014.281250 Penalty: 2706.668213
	Iteration 17Q: 3 clusters Score -402014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402016.281250 Penalty: 2706.668213
	Iteration 18Q: 3 clusters Score -402016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402017.281250 Penalty: 2706.668213
	Iteration 19Q: 3 clusters Score -402017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402019.562500 Penalty: 2706.668213
	Iteration 20F: 3 clusters Score -402019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402020.156250 Penalty: 2706.668213
	Iteration 21Q: 3 clusters Score -402020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402021.875000 Penalty: 2706.668213
	Iteration 22Q: 3 clusters Score -402021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -402023.156250 Penalty: 2706.668213
	Iteration 23Q: 3 clusters Score -402023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402025.250000 Penalty: 2706.668213
	Iteration 24Q: 3 clusters Score -402025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402026.656250 Penalty: 2706.668213
	Iteration 25Q: 3 clusters Score -402026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402027.781250 Penalty: 2706.668213
	Iteration 26Q: 3 clusters Score -402027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402027.531250 Penalty: 2706.668213
	Iteration 27Q: 3 clusters Score -402027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402028.500000 Penalty: 2706.668213
	Iteration 28Q: 3 clusters Score -402028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402028.093750 Penalty: 2706.668213
	Iteration 29Q: 3 clusters Score -402028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -402028.250000 Penalty: 2706.668213
	Iteration 30Q: 3 clusters Score -402028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -402030.062500 Penalty: 2706.668213
	Iteration 31Q: 3 clusters Score -402030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -402030.406250 Penalty: 2706.668213
	Iteration 32Q: 3 clusters Score -402030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -402030.843750 Penalty: 2706.668213
	Iteration 33Q: 3 clusters Score -402030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -402031.375000 Penalty: 2706.668213
	Iteration 34Q: 3 clusters Score -402031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402031.812500 Penalty: 2706.668213
	Iteration 35Q: 3 clusters Score -402031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -402031.812500 Penalty: 2706.668213
	Iteration 36F: 3 clusters Score -402031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Entering Unmasked Estep 
Score: -15957110.000000 Penalty: 1936.205566
	Iteration 0F: 2 clusters Score -1.595711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -15857316.000000 Penalty: 3872.411133
	Iteration 0F: 3 clusters Score -1.585732e+07 nChanged 72321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -15899989.000000 Penalty: 3872.411133
	Iteration 1F: 3 clusters Score -1.589999e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -15900621.000000 Penalty: 3872.411133
	Iteration 2Q: 3 clusters Score -1.590062e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -15901303.000000 Penalty: 3872.411133
	Iteration 3Q: 3 clusters Score -1.59013e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -15902036.000000 Penalty: 3872.411133
	Iteration 4Q: 3 clusters Score -1.590204e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -15903123.000000 Penalty: 3872.411133
	Iteration 5Q: 3 clusters Score -1.590312e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -15904600.000000 Penalty: 3872.411133
	Iteration 6Q: 3 clusters Score -1.59046e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -15906811.000000 Penalty: 3872.411133
	Iteration 7Q: 3 clusters Score -1.590681e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -15910475.000000 Penalty: 3872.411133
	Iteration 8Q: 3 clusters Score -1.591048e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -15916138.000000 Penalty: 3872.411133
	Iteration 9F: 3 clusters Score -1.591614e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -15923959.000000 Penalty: 3872.411133
	Iteration 10F: 3 clusters Score -1.592396e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -15932078.000000 Penalty: 3872.411133
	Iteration 11F: 3 clusters Score -1.593208e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -15937751.000000 Penalty: 3872.411133
	Iteration 12F: 3 clusters Score -1.593775e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -15941065.000000 Penalty: 3872.411133
	Iteration 13Q: 3 clusters Score -1.594106e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -15943080.000000 Penalty: 3872.411133
	Iteration 14Q: 3 clusters Score -1.594308e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -15944758.000000 Penalty: 3872.411133
	Iteration 15Q: 3 clusters Score -1.594476e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -15946359.000000 Penalty: 3872.411133
	Iteration 16Q: 3 clusters Score -1.594636e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -15947869.000000 Penalty: 3872.411133
	Iteration 17Q: 3 clusters Score -1.594787e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -15949233.000000 Penalty: 3872.411133
	Iteration 18Q: 3 clusters Score -1.594923e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -15950427.000000 Penalty: 3872.411133
	Iteration 19Q: 3 clusters Score -1.595043e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -15951637.000000 Penalty: 3872.411133
	Iteration 20F: 3 clusters Score -1.595164e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -15952599.000000 Penalty: 3872.411133
	Iteration 21Q: 3 clusters Score -1.59526e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137852 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -15953416.000000 Penalty: 3872.411133
	Iteration 22Q: 3 clusters Score -1.595342e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -15953989.000000 Penalty: 3872.411133
	Iteration 23Q: 3 clusters Score -1.595399e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -15954475.000000 Penalty: 3872.411133
	Iteration 24Q: 3 clusters Score -1.595448e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -15954892.000000 Penalty: 3872.411133
	Iteration 25Q: 3 clusters Score -1.595489e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -15955110.000000 Penalty: 3872.411133
	Iteration 26Q: 3 clusters Score -1.595511e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142415 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -15955334.000000 Penalty: 3872.411133
	Iteration 27Q: 3 clusters Score -1.595533e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -15955544.000000 Penalty: 3872.411133
	Iteration 28Q: 3 clusters Score -1.595554e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -15955690.000000 Penalty: 3872.411133
	Iteration 29Q: 3 clusters Score -1.595569e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -15955759.000000 Penalty: 3872.411133
	Iteration 30Q: 3 clusters Score -1.595576e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -15955855.000000 Penalty: 3872.411133
	Iteration 31Q: 3 clusters Score -1.595586e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -15955947.000000 Penalty: 3872.411133
	Iteration 32Q: 3 clusters Score -1.595595e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -15955966.000000 Penalty: 3872.411133
	Iteration 33Q: 3 clusters Score -1.595597e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -15956013.000000 Penalty: 3872.411133
	Iteration 34Q: 3 clusters Score -1.595601e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -15956085.000000 Penalty: 3872.411133
	Iteration 35Q: 3 clusters Score -1.595608e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145810 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -15956151.000000 Penalty: 3872.411133
	Iteration 36Q: 3 clusters Score -1.595615e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145990 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -15956173.000000 Penalty: 3872.411133
	Iteration 37Q: 3 clusters Score -1.595617e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146145 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -15956150.000000 Penalty: 3872.411133
	Iteration 38Q: 3 clusters Score -1.595615e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -15956168.000000 Penalty: 3872.411133
	Iteration 39Q: 3 clusters Score -1.595617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15956167.000000 Penalty: 3872.411133
	Iteration 40F: 3 clusters Score -1.595617e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -15956198.000000 Penalty: 3872.411133
	Iteration 41Q: 3 clusters Score -1.59562e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -15956211.000000 Penalty: 3872.411133
	Iteration 42Q: 3 clusters Score -1.595621e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15956224.000000 Penalty: 3872.411133
	Iteration 43Q: 3 clusters Score -1.595622e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -15956216.000000 Penalty: 3872.411133
	Iteration 44Q: 3 clusters Score -1.595622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -15956236.000000 Penalty: 3872.411133
	Iteration 45Q: 3 clusters Score -1.595624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15956244.000000 Penalty: 3872.411133
	Iteration 46Q: 3 clusters Score -1.595624e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146852 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -15956228.000000 Penalty: 3872.411133
	Iteration 47Q: 3 clusters Score -1.595623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -15956214.000000 Penalty: 3872.411133
	Iteration 48Q: 3 clusters Score -1.595621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -15956208.000000 Penalty: 3872.411133
	Iteration 49Q: 3 clusters Score -1.595621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146929 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15956197.000000 Penalty: 3872.411133
	Iteration 50Q: 3 clusters Score -1.59562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15956199.000000 Penalty: 3872.411133
	Iteration 51Q: 3 clusters Score -1.59562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15956185.000000 Penalty: 3872.411133
	Iteration 52Q: 3 clusters Score -1.595618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146975 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -15956173.000000 Penalty: 3872.411133
	Iteration 53Q: 3 clusters Score -1.595617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -15956180.000000 Penalty: 3872.411133
	Iteration 54Q: 3 clusters Score -1.595618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15956168.000000 Penalty: 3872.411133
	Iteration 55Q: 3 clusters Score -1.595617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -15956167.000000 Penalty: 3872.411133
	Iteration 56Q: 3 clusters Score -1.595617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -15956170.000000 Penalty: 3872.411133
	Iteration 57Q: 3 clusters Score -1.595617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -15956173.000000 Penalty: 3872.411133
	Iteration 58Q: 3 clusters Score -1.595617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15956180.000000 Penalty: 3872.411133
	Iteration 59Q: 3 clusters Score -1.595618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -15956190.000000 Penalty: 3872.411133
	Iteration 60F: 3 clusters Score -1.595619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15956179.000000 Penalty: 3872.411133
	Iteration 61Q: 3 clusters Score -1.595618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -15956197.000000 Penalty: 3872.411133
	Iteration 62Q: 3 clusters Score -1.59562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15956200.000000 Penalty: 3872.411133
	Iteration 63Q: 3 clusters Score -1.59562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -15956206.000000 Penalty: 3872.411133
	Iteration 64Q: 3 clusters Score -1.595621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -15956218.000000 Penalty: 3872.411133
	Iteration 65Q: 3 clusters Score -1.595622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147142 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -15956221.000000 Penalty: 3872.411133
	Iteration 66Q: 3 clusters Score -1.595622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15956227.000000 Penalty: 3872.411133
	Iteration 67Q: 3 clusters Score -1.595623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -15956213.000000 Penalty: 3872.411133
	Iteration 68Q: 3 clusters Score -1.595621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -15956224.000000 Penalty: 3872.411133
	Iteration 69Q: 3 clusters Score -1.595622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -15956199.000000 Penalty: 3872.411133
	Iteration 70Q: 3 clusters Score -1.59562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -15956211.000000 Penalty: 3872.411133
	Iteration 71Q: 3 clusters Score -1.595621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147229 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -15956207.000000 Penalty: 3872.411133
	Iteration 72Q: 3 clusters Score -1.595621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15956212.000000 Penalty: 3872.411133
	Iteration 73Q: 3 clusters Score -1.595621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147241 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15956201.000000 Penalty: 3872.411133
	Iteration 74Q: 3 clusters Score -1.59562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15956203.000000 Penalty: 3872.411133
	Iteration 75Q: 3 clusters Score -1.59562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -15956206.000000 Penalty: 3872.411133
	Iteration 76Q: 3 clusters Score -1.595621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147247 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -15956194.000000 Penalty: 3872.411133
	Iteration 77Q: 3 clusters Score -1.595619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15956212.000000 Penalty: 3872.411133
	Iteration 78Q: 3 clusters Score -1.595621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147249 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15956212.000000 Penalty: 3872.411133
	Iteration 79Q: 3 clusters Score -1.595621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -15956211.000000 Penalty: 3872.411133
	Iteration 80F: 3 clusters Score -1.595621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Entering Unmasked Estep 
Score: -2217832.000000 Penalty: 1610.466431
	Iteration 0F: 2 clusters Score -2217832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2203996.000000 Penalty: 3220.932861
	Iteration 0F: 3 clusters Score -2203996 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2209139.000000 Penalty: 3220.932861
	Iteration 1F: 3 clusters Score -2209139 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2209432.250000 Penalty: 3220.932861
	Iteration 2Q: 3 clusters Score -2209432 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2209697.750000 Penalty: 3220.932861
	Iteration 3Q: 3 clusters Score -2209698 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2210029.000000 Penalty: 3220.932861
	Iteration 4Q: 3 clusters Score -2210029 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2210439.000000 Penalty: 3220.932861
	Iteration 5Q: 3 clusters Score -2210439 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2211002.750000 Penalty: 3220.932861
	Iteration 6F: 3 clusters Score -2211003 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2211788.750000 Penalty: 3220.932861
	Iteration 7F: 3 clusters Score -2211789 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2212852.500000 Penalty: 3220.932861
	Iteration 8F: 3 clusters Score -2212852 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2213964.250000 Penalty: 3220.932861
	Iteration 9F: 3 clusters Score -2213964 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2214928.250000 Penalty: 3220.932861
	Iteration 10F: 3 clusters Score -2214928 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2215557.250000 Penalty: 3220.932861
	Iteration 11Q: 3 clusters Score -2215557 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2215956.000000 Penalty: 3220.932861
	Iteration 12Q: 3 clusters Score -2215956 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2216163.000000 Penalty: 3220.932861
	Iteration 13Q: 3 clusters Score -2216163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2216278.750000 Penalty: 3220.932861
	Iteration 14Q: 3 clusters Score -2216279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2216344.500000 Penalty: 3220.932861
	Iteration 15Q: 3 clusters Score -2216344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2216377.250000 Penalty: 3220.932861
	Iteration 16Q: 3 clusters Score -2216377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2216396.250000 Penalty: 3220.932861
	Iteration 17Q: 3 clusters Score -2216396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2216406.000000 Penalty: 3220.932861
	Iteration 18Q: 3 clusters Score -2216406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2216416.250000 Penalty: 3220.932861
	Iteration 19Q: 3 clusters Score -2216416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2216423.000000 Penalty: 3220.932861
	Iteration 20F: 3 clusters Score -2216423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2216429.500000 Penalty: 3220.932861
	Iteration 21Q: 3 clusters Score -2216430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2216436.750000 Penalty: 3220.932861
	Iteration 22Q: 3 clusters Score -2216437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2216436.250000 Penalty: 3220.932861
	Iteration 23Q: 3 clusters Score -2216436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2216443.250000 Penalty: 3220.932861
	Iteration 24Q: 3 clusters Score -2216443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2216447.000000 Penalty: 3220.932861
	Iteration 25Q: 3 clusters Score -2216447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2216448.000000 Penalty: 3220.932861
	Iteration 26Q: 3 clusters Score -2216448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2216449.500000 Penalty: 3220.932861
	Iteration 27Q: 3 clusters Score -2216450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2216449.500000 Penalty: 3220.932861
	Iteration 28F: 3 clusters Score -2216450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152793 members 
Entering Unmasked Estep 
Score: -16352872.000000 Penalty: 1939.736328
	Iteration 0F: 2 clusters Score -1.635287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -16251984.000000 Penalty: 3879.472656
	Iteration 0F: 3 clusters Score -1.625198e+07 nChanged 73629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -16295438.000000 Penalty: 3879.472656
	Iteration 1F: 3 clusters Score -1.629544e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -16297034.000000 Penalty: 3879.472656
	Iteration 2Q: 3 clusters Score -1.629703e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -16299592.000000 Penalty: 3879.472656
	Iteration 3Q: 3 clusters Score -1.629959e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -16304467.000000 Penalty: 3879.472656
	Iteration 4F: 3 clusters Score -1.630447e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -16313136.000000 Penalty: 3879.472656
	Iteration 5F: 3 clusters Score -1.631314e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -16325406.000000 Penalty: 3879.472656
	Iteration 6F: 3 clusters Score -1.632541e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137832 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -16338148.000000 Penalty: 3879.472656
	Iteration 7F: 3 clusters Score -1.633815e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -16346315.000000 Penalty: 3879.472656
	Iteration 8F: 3 clusters Score -1.634632e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -16349695.000000 Penalty: 3879.472656
	Iteration 9Q: 3 clusters Score -1.63497e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16350800.000000 Penalty: 3879.472656
	Iteration 10Q: 3 clusters Score -1.63508e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -16351059.000000 Penalty: 3879.472656
	Iteration 11Q: 3 clusters Score -1.635106e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16351241.000000 Penalty: 3879.472656
	Iteration 12Q: 3 clusters Score -1.635124e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16351312.000000 Penalty: 3879.472656
	Iteration 13Q: 3 clusters Score -1.635131e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16351374.000000 Penalty: 3879.472656
	Iteration 14Q: 3 clusters Score -1.635137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152329 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16351381.000000 Penalty: 3879.472656
	Iteration 15Q: 3 clusters Score -1.635138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16351398.000000 Penalty: 3879.472656
	Iteration 16Q: 3 clusters Score -1.63514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16351401.000000 Penalty: 3879.472656
	Iteration 17Q: 3 clusters Score -1.63514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16351411.000000 Penalty: 3879.472656
	Iteration 18Q: 3 clusters Score -1.635141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16351433.000000 Penalty: 3879.472656
	Iteration 19Q: 3 clusters Score -1.635143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16351421.000000 Penalty: 3879.472656
	Iteration 20F: 3 clusters Score -1.635142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16351423.000000 Penalty: 3879.472656
	Iteration 21Q: 3 clusters Score -1.635142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16351437.000000 Penalty: 3879.472656
	Iteration 22Q: 3 clusters Score -1.635144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16351439.000000 Penalty: 3879.472656
	Iteration 23Q: 3 clusters Score -1.635144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16351437.000000 Penalty: 3879.472656
	Iteration 24Q: 3 clusters Score -1.635144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152371 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16351427.000000 Penalty: 3879.472656
	Iteration 25Q: 3 clusters Score -1.635143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16351428.000000 Penalty: 3879.472656
	Iteration 26Q: 3 clusters Score -1.635143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16351428.000000 Penalty: 3879.472656
	Iteration 27F: 3 clusters Score -1.635143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 150560 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147390 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12615 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 57246 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 149509 members 
Mstep: Class 22 contains 20142 members 
Mstep: Class 23 contains 152793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 44211.253906
Iteration 279Q: 21 clusters Score -8.448119e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150589 members 
Mstep: Class 5 contains 34403 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147408 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 14 contains 13887 members 
Mstep: Class 15 contains 57249 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 149486 members 
Mstep: Class 22 contains 20131 members 
Mstep: Class 23 contains 152781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 280F: 21 clusters Score -8.448121e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150622 members 
Mstep: Class 5 contains 34403 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147444 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 14 contains 13885 members 
Mstep: Class 15 contains 57252 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149441 members 
Mstep: Class 22 contains 20120 members 
Mstep: Class 23 contains 152766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 281Q: 21 clusters Score -8.448121e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150664 members 
Mstep: Class 5 contains 34402 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147483 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 14 contains 13878 members 
Mstep: Class 15 contains 57255 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149393 members 
Mstep: Class 22 contains 20100 members 
Mstep: Class 23 contains 152751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 282Q: 21 clusters Score -8.448121e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150708 members 
Mstep: Class 5 contains 34403 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147507 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 14 contains 13871 members 
Mstep: Class 15 contains 57254 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149357 members 
Mstep: Class 22 contains 20084 members 
Mstep: Class 23 contains 152747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 283Q: 21 clusters Score -8.44813e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150732 members 
Mstep: Class 5 contains 34404 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147546 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 57249 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149326 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 152737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 284Q: 21 clusters Score -8.448129e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150750 members 
Mstep: Class 5 contains 34400 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147585 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12633 members 
Mstep: Class 14 contains 13867 members 
Mstep: Class 15 contains 57248 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149304 members 
Mstep: Class 22 contains 20055 members 
Mstep: Class 23 contains 152715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 44211.253906
Iteration 285Q: 21 clusters Score -8.448131e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150770 members 
Mstep: Class 5 contains 34394 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147624 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 14 contains 13864 members 
Mstep: Class 15 contains 57253 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149281 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 152691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 286Q: 21 clusters Score -8.448123e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150784 members 
Mstep: Class 5 contains 34394 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147652 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 57255 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149253 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 152674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 287Q: 21 clusters Score -8.448126e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150789 members 
Mstep: Class 5 contains 34389 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147680 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12644 members 
Mstep: Class 14 contains 13862 members 
Mstep: Class 15 contains 57259 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149225 members 
Mstep: Class 22 contains 20048 members 
Mstep: Class 23 contains 152662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 288Q: 21 clusters Score -8.448121e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150804 members 
Mstep: Class 5 contains 34389 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147710 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4492 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13122 members 
Mstep: Class 12 contains 12658 members 
Mstep: Class 14 contains 13863 members 
Mstep: Class 15 contains 57261 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149191 members 
Mstep: Class 22 contains 20041 members 
Mstep: Class 23 contains 152641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 289Q: 21 clusters Score -8.448126e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150810 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147741 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13122 members 
Mstep: Class 12 contains 12679 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 57264 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149165 members 
Mstep: Class 22 contains 20035 members 
Mstep: Class 23 contains 152618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 290Q: 21 clusters Score -8.448129e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150819 members 
Mstep: Class 5 contains 34387 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147766 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 12694 members 
Mstep: Class 14 contains 13859 members 
Mstep: Class 15 contains 57267 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149129 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 152607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481448.000000 Penalty: 44211.253906
Iteration 291Q: 21 clusters Score -8.448145e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150815 members 
Mstep: Class 5 contains 34388 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147783 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 14 contains 13858 members 
Mstep: Class 15 contains 57273 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149105 members 
Mstep: Class 22 contains 20038 members 
Mstep: Class 23 contains 152602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481352.000000 Penalty: 44211.253906
Iteration 292Q: 21 clusters Score -8.448135e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150821 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147793 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 14 contains 13854 members 
Mstep: Class 15 contains 57278 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149079 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 152612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481352.000000 Penalty: 44211.253906
Iteration 293Q: 21 clusters Score -8.448135e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150828 members 
Mstep: Class 5 contains 34388 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147798 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 14 contains 13851 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149059 members 
Mstep: Class 22 contains 20021 members 
Mstep: Class 23 contains 152621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 294Q: 21 clusters Score -8.44813e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150844 members 
Mstep: Class 5 contains 34391 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147807 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 14 contains 13848 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149035 members 
Mstep: Class 22 contains 20010 members 
Mstep: Class 23 contains 152633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481368.000000 Penalty: 44211.253906
Iteration 295Q: 21 clusters Score -8.448137e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150857 members 
Mstep: Class 5 contains 34392 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147801 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12699 members 
Mstep: Class 14 contains 13845 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149029 members 
Mstep: Class 22 contains 19998 members 
Mstep: Class 23 contains 152640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 44211.253906
Iteration 296Q: 21 clusters Score -8.44812e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150877 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147788 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13459 members 
Mstep: Class 11 contains 13122 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 149019 members 
Mstep: Class 22 contains 19986 members 
Mstep: Class 23 contains 152648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 297Q: 21 clusters Score -8.448121e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 150894 members 
Mstep: Class 5 contains 34390 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147784 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13120 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 14 contains 13843 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 149012 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 152641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 298Q: 21 clusters Score -8.448128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 150897 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147794 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 57289 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 149012 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 23 contains 152629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 299Q: 21 clusters Score -8.448126e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 150908 members 
Mstep: Class 5 contains 34383 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147800 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 13119 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 14 contains 13839 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149019 members 
Mstep: Class 22 contains 19966 members 
Mstep: Class 23 contains 152617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 300F: 21 clusters Score -8.448129e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 150910 members 
Mstep: Class 5 contains 34379 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147815 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 14 contains 13833 members 
Mstep: Class 15 contains 57290 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19965 members 
Mstep: Class 23 contains 152614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 301Q: 21 clusters Score -8.448123e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13377 members 
Mstep: Class 4 contains 150928 members 
Mstep: Class 5 contains 34377 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147832 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12722 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4137 members 
Mstep: Class 21 contains 149017 members 
Mstep: Class 22 contains 19962 members 
Mstep: Class 23 contains 152598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 302Q: 21 clusters Score -8.44813e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 150944 members 
Mstep: Class 5 contains 34374 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147843 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 152575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481328.000000 Penalty: 44211.253906
Iteration 303Q: 21 clusters Score -8.448133e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 150950 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147855 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57283 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149017 members 
Mstep: Class 22 contains 19967 members 
Mstep: Class 23 contains 152552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481320.000000 Penalty: 44211.253906
Iteration 304Q: 21 clusters Score -8.448132e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 150943 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147874 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149024 members 
Mstep: Class 22 contains 19969 members 
Mstep: Class 23 contains 152533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 305Q: 21 clusters Score -8.44813e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 150938 members 
Mstep: Class 5 contains 34375 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147877 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 14 contains 13807 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149032 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 152517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 44211.253906
Iteration 306Q: 21 clusters Score -8.448119e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150942 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147893 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 14 contains 13803 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149033 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 152503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 307Q: 21 clusters Score -8.448126e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 150947 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147919 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12732 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149029 members 
Mstep: Class 22 contains 19964 members 
Mstep: Class 23 contains 152485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 308Q: 21 clusters Score -8.448129e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150954 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147928 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13460 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149030 members 
Mstep: Class 22 contains 19960 members 
Mstep: Class 23 contains 152472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 309Q: 21 clusters Score -8.448126e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150963 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147943 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149024 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 23 contains 152467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 310Q: 21 clusters Score -8.448126e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150969 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147964 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 149021 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 23 contains 152463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 44211.253906
Iteration 311Q: 21 clusters Score -8.448119e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147980 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 57282 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149008 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 152464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 312Q: 21 clusters Score -8.448121e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 151003 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147988 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 57281 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 148996 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 152453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481176.000000 Penalty: 44211.253906
Iteration 313Q: 21 clusters Score -8.448118e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 151003 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147997 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 13462 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 57282 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 148982 members 
Mstep: Class 22 contains 19906 members 
Mstep: Class 23 contains 152455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 314Q: 21 clusters Score -8.448127e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 151000 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147996 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 148969 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 152466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 315Q: 21 clusters Score -8.448123e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 151000 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148008 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148956 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 152461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481216.000000 Penalty: 44211.253906
Iteration 316Q: 21 clusters Score -8.448122e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 151008 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148009 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 14 contains 13803 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148941 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 152466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 317Q: 21 clusters Score -8.448125e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 151015 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148008 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148933 members 
Mstep: Class 22 contains 19905 members 
Mstep: Class 23 contains 152467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 318Q: 21 clusters Score -8.448126e+07 nChanged 47
Entering ConstructFrom: 
Score: -84481256.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Entering Unmasked Estep 
Score: -991065.562500 Penalty: 1488.925659
	Iteration 0F: 2 clusters Score -991065.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -984169.625000 Penalty: 2977.851318
	Iteration 0F: 3 clusters Score -984169.6 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -986343.000000 Penalty: 2977.851318
	Iteration 1F: 3 clusters Score -986343 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -986635.500000 Penalty: 2977.851318
	Iteration 2F: 3 clusters Score -986635.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -986862.375000 Penalty: 2977.851318
	Iteration 3F: 3 clusters Score -986862.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -987039.937500 Penalty: 2977.851318
	Iteration 4Q: 3 clusters Score -987039.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -987222.500000 Penalty: 2977.851318
	Iteration 5Q: 3 clusters Score -987222.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -987416.875000 Penalty: 2977.851318
	Iteration 6Q: 3 clusters Score -987416.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -987606.187500 Penalty: 2977.851318
	Iteration 7Q: 3 clusters Score -987606.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -987798.250000 Penalty: 2977.851318
	Iteration 8Q: 3 clusters Score -987798.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -987970.562500 Penalty: 2977.851318
	Iteration 9Q: 3 clusters Score -987970.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -988159.437500 Penalty: 2977.851318
	Iteration 10Q: 3 clusters Score -988159.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -988330.437500 Penalty: 2977.851318
	Iteration 11Q: 3 clusters Score -988330.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -988509.062500 Penalty: 2977.851318
	Iteration 12Q: 3 clusters Score -988509.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -988692.812500 Penalty: 2977.851318
	Iteration 13Q: 3 clusters Score -988692.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -988885.062500 Penalty: 2977.851318
	Iteration 14Q: 3 clusters Score -988885.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -989045.250000 Penalty: 2977.851318
	Iteration 15Q: 3 clusters Score -989045.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -989166.437500 Penalty: 2977.851318
	Iteration 16Q: 3 clusters Score -989166.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -989261.875000 Penalty: 2977.851318
	Iteration 17Q: 3 clusters Score -989261.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -989327.125000 Penalty: 2977.851318
	Iteration 18Q: 3 clusters Score -989327.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -989396.062500 Penalty: 2977.851318
	Iteration 19Q: 3 clusters Score -989396.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -989457.062500 Penalty: 2977.851318
	Iteration 20F: 3 clusters Score -989457.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -989518.062500 Penalty: 2977.851318
	Iteration 21Q: 3 clusters Score -989518.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -989570.187500 Penalty: 2977.851318
	Iteration 22Q: 3 clusters Score -989570.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -989606.375000 Penalty: 2977.851318
	Iteration 23Q: 3 clusters Score -989606.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -989641.687500 Penalty: 2977.851318
	Iteration 24Q: 3 clusters Score -989641.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -989670.375000 Penalty: 2977.851318
	Iteration 25Q: 3 clusters Score -989670.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -989696.125000 Penalty: 2977.851318
	Iteration 26Q: 3 clusters Score -989696.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -989710.000000 Penalty: 2977.851318
	Iteration 27Q: 3 clusters Score -989710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -989722.375000 Penalty: 2977.851318
	Iteration 28Q: 3 clusters Score -989722.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -989732.937500 Penalty: 2977.851318
	Iteration 29Q: 3 clusters Score -989732.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -989745.062500 Penalty: 2977.851318
	Iteration 30Q: 3 clusters Score -989745.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -989755.312500 Penalty: 2977.851318
	Iteration 31Q: 3 clusters Score -989755.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -989760.500000 Penalty: 2977.851318
	Iteration 32Q: 3 clusters Score -989760.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -989773.562500 Penalty: 2977.851318
	Iteration 33Q: 3 clusters Score -989773.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -989783.375000 Penalty: 2977.851318
	Iteration 34Q: 3 clusters Score -989783.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -989792.562500 Penalty: 2977.851318
	Iteration 35Q: 3 clusters Score -989792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -989796.812500 Penalty: 2977.851318
	Iteration 36Q: 3 clusters Score -989796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -989798.437500 Penalty: 2977.851318
	Iteration 37Q: 3 clusters Score -989798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -989802.062500 Penalty: 2977.851318
	Iteration 38Q: 3 clusters Score -989802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -989804.250000 Penalty: 2977.851318
	Iteration 39Q: 3 clusters Score -989804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -989805.937500 Penalty: 2977.851318
	Iteration 40F: 3 clusters Score -989805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -989811.562500 Penalty: 2977.851318
	Iteration 41Q: 3 clusters Score -989811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -989813.812500 Penalty: 2977.851318
	Iteration 42Q: 3 clusters Score -989813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -989815.812500 Penalty: 2977.851318
	Iteration 43Q: 3 clusters Score -989815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -989817.562500 Penalty: 2977.851318
	Iteration 44Q: 3 clusters Score -989817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -989817.812500 Penalty: 2977.851318
	Iteration 45Q: 3 clusters Score -989817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -989820.312500 Penalty: 2977.851318
	Iteration 46Q: 3 clusters Score -989820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -989820.937500 Penalty: 2977.851318
	Iteration 47Q: 3 clusters Score -989820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -989820.937500 Penalty: 2977.851318
	Iteration 48F: 3 clusters Score -989820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -248302.078125 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -248302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245906.140625 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -245906.1 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -246550.906250 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -246550.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -246772.921875 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -246772.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -247024.796875 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -247024.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -247311.765625 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -247311.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247564.937500 Penalty: 2545.404541
	Iteration 5F: 3 clusters Score -247564.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -247780.921875 Penalty: 2545.404541
	Iteration 6F: 3 clusters Score -247780.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247896.015625 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -247896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -247960.062500 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -247960.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -247994.906250 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -247994.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -248021.890625 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -248021.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -248043.281250 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -248043.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -248058.921875 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -248058.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -248076.953125 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -248077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -248093.328125 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -248093.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248103.359375 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -248103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248109.781250 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -248109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -248114.156250 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -248114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -248117.500000 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -248117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248119.968750 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -248120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -248123.625000 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -248123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -248126.906250 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -248126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248128.000000 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -248128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248128.578125 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -248128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248128.578125 Penalty: 2545.404541
	Iteration 24F: 3 clusters Score -248128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1402049.500000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1402050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1392833.125000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1392833 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1396062.750000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1396063 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1396420.500000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1396420 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1396760.875000 Penalty: 3087.968750
	Iteration 3F: 3 clusters Score -1396761 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1397103.375000 Penalty: 3087.968750
	Iteration 4Q: 3 clusters Score -1397103 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1397407.875000 Penalty: 3087.968750
	Iteration 5Q: 3 clusters Score -1397408 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1397700.375000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1397700 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1398011.000000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1398011 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1398288.375000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1398288 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1398533.625000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1398534 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1398729.750000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1398730 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1398907.250000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1398907 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1399071.125000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1399071 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1399207.875000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1399208 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1399305.500000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1399306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1399378.875000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1399379 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1399426.625000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1399427 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1399450.250000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1399450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1399476.250000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1399476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1399502.000000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1399502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1399531.000000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1399531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1399552.875000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1399553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1399573.500000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1399574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1399591.125000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1399591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1399604.750000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1399605 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1399619.375000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1399619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1399641.750000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1399642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1399660.750000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1399661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1399674.375000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1399674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1399698.500000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1399698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1399724.625000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1399725 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1399747.375000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1399747 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1399771.875000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1399772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1399804.500000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1399804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1399827.500000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1399828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1399852.625000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1399853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1399873.375000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1399873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1399894.875000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1399895 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1399918.625000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1399919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1399934.875000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1399935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1399958.000000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1399958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1399982.125000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1399982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1400008.500000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1400008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1400037.750000 Penalty: 3087.968750
	Iteration 43Q: 3 clusters Score -1400038 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1400078.000000 Penalty: 3087.968750
	Iteration 44Q: 3 clusters Score -1400078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1400130.500000 Penalty: 3087.968750
	Iteration 45Q: 3 clusters Score -1400130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1400178.250000 Penalty: 3087.968750
	Iteration 46Q: 3 clusters Score -1400178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1400238.000000 Penalty: 3087.968750
	Iteration 47Q: 3 clusters Score -1400238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1400292.500000 Penalty: 3087.968750
	Iteration 48Q: 3 clusters Score -1400292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1400346.750000 Penalty: 3087.968750
	Iteration 49Q: 3 clusters Score -1400347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1400405.500000 Penalty: 3087.968750
	Iteration 50Q: 3 clusters Score -1400406 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1400456.250000 Penalty: 3087.968750
	Iteration 51Q: 3 clusters Score -1400456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1400511.250000 Penalty: 3087.968750
	Iteration 52Q: 3 clusters Score -1400511 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1400564.500000 Penalty: 3087.968750
	Iteration 53Q: 3 clusters Score -1400564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1400625.375000 Penalty: 3087.968750
	Iteration 54Q: 3 clusters Score -1400625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1400691.625000 Penalty: 3087.968750
	Iteration 55Q: 3 clusters Score -1400692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1400756.375000 Penalty: 3087.968750
	Iteration 56Q: 3 clusters Score -1400756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1400817.500000 Penalty: 3087.968750
	Iteration 57Q: 3 clusters Score -1400818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1400874.750000 Penalty: 3087.968750
	Iteration 58Q: 3 clusters Score -1400875 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1400929.875000 Penalty: 3087.968750
	Iteration 59Q: 3 clusters Score -1400930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1400971.000000 Penalty: 3087.968750
	Iteration 60F: 3 clusters Score -1400971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1400992.875000 Penalty: 3087.968750
	Iteration 61Q: 3 clusters Score -1400993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1401009.000000 Penalty: 3087.968750
	Iteration 62Q: 3 clusters Score -1401009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1401024.125000 Penalty: 3087.968750
	Iteration 63Q: 3 clusters Score -1401024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1401035.375000 Penalty: 3087.968750
	Iteration 64Q: 3 clusters Score -1401035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1401044.500000 Penalty: 3087.968750
	Iteration 65Q: 3 clusters Score -1401044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1401052.875000 Penalty: 3087.968750
	Iteration 66Q: 3 clusters Score -1401053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1401063.500000 Penalty: 3087.968750
	Iteration 67Q: 3 clusters Score -1401064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1401070.500000 Penalty: 3087.968750
	Iteration 68Q: 3 clusters Score -1401070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1401072.625000 Penalty: 3087.968750
	Iteration 69Q: 3 clusters Score -1401073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1401071.750000 Penalty: 3087.968750
	Iteration 70Q: 3 clusters Score -1401072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1401071.875000 Penalty: 3087.968750
	Iteration 71Q: 3 clusters Score -1401072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1401072.250000 Penalty: 3087.968750
	Iteration 72Q: 3 clusters Score -1401072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1401072.250000 Penalty: 3087.968750
	Iteration 73F: 3 clusters Score -1401072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151018 members 
Entering Unmasked Estep 
Score: -16185169.000000 Penalty: 1937.837646
	Iteration 0F: 2 clusters Score -1.618517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -16084349.000000 Penalty: 3875.675293
	Iteration 0F: 3 clusters Score -1.608435e+07 nChanged 72945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -16126900.000000 Penalty: 3875.675293
	Iteration 1F: 3 clusters Score -1.61269e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -16127658.000000 Penalty: 3875.675293
	Iteration 2Q: 3 clusters Score -1.612766e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -16128607.000000 Penalty: 3875.675293
	Iteration 3Q: 3 clusters Score -1.612861e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -16129915.000000 Penalty: 3875.675293
	Iteration 4Q: 3 clusters Score -1.612992e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -16132336.000000 Penalty: 3875.675293
	Iteration 5Q: 3 clusters Score -1.613234e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -16136648.000000 Penalty: 3875.675293
	Iteration 6F: 3 clusters Score -1.613665e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -16144390.000000 Penalty: 3875.675293
	Iteration 7F: 3 clusters Score -1.614439e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -16154596.000000 Penalty: 3875.675293
	Iteration 8F: 3 clusters Score -1.61546e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -16164802.000000 Penalty: 3875.675293
	Iteration 9F: 3 clusters Score -1.61648e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -16170903.000000 Penalty: 3875.675293
	Iteration 10F: 3 clusters Score -1.61709e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 118428 members 
Entering Unmasked Estep 
Score: -16174404.000000 Penalty: 3875.675293
	Iteration 11Q: 3 clusters Score -1.61744e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -16176708.000000 Penalty: 3875.675293
	Iteration 12Q: 3 clusters Score -1.617671e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -16178411.000000 Penalty: 3875.675293
	Iteration 13Q: 3 clusters Score -1.617841e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 123751 members 
Entering Unmasked Estep 
Score: -16179834.000000 Penalty: 3875.675293
	Iteration 14Q: 3 clusters Score -1.617983e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -16180780.000000 Penalty: 3875.675293
	Iteration 15Q: 3 clusters Score -1.618078e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -16181369.000000 Penalty: 3875.675293
	Iteration 16Q: 3 clusters Score -1.618137e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -16181828.000000 Penalty: 3875.675293
	Iteration 17Q: 3 clusters Score -1.618183e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 128017 members 
Entering Unmasked Estep 
Score: -16182196.000000 Penalty: 3875.675293
	Iteration 18Q: 3 clusters Score -1.61822e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -16182441.000000 Penalty: 3875.675293
	Iteration 19Q: 3 clusters Score -1.618244e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 129673 members 
Entering Unmasked Estep 
Score: -16182714.000000 Penalty: 3875.675293
	Iteration 20F: 3 clusters Score -1.618271e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 130415 members 
Entering Unmasked Estep 
Score: -16182848.000000 Penalty: 3875.675293
	Iteration 21Q: 3 clusters Score -1.618285e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -16182975.000000 Penalty: 3875.675293
	Iteration 22Q: 3 clusters Score -1.618298e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -16183105.000000 Penalty: 3875.675293
	Iteration 23Q: 3 clusters Score -1.61831e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 132489 members 
Entering Unmasked Estep 
Score: -16183218.000000 Penalty: 3875.675293
	Iteration 24Q: 3 clusters Score -1.618322e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 133107 members 
Entering Unmasked Estep 
Score: -16183336.000000 Penalty: 3875.675293
	Iteration 25Q: 3 clusters Score -1.618334e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 133679 members 
Entering Unmasked Estep 
Score: -16183412.000000 Penalty: 3875.675293
	Iteration 26Q: 3 clusters Score -1.618341e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 134226 members 
Entering Unmasked Estep 
Score: -16183495.000000 Penalty: 3875.675293
	Iteration 27Q: 3 clusters Score -1.61835e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -16183589.000000 Penalty: 3875.675293
	Iteration 28Q: 3 clusters Score -1.618359e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -16183634.000000 Penalty: 3875.675293
	Iteration 29Q: 3 clusters Score -1.618363e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -16183706.000000 Penalty: 3875.675293
	Iteration 30Q: 3 clusters Score -1.618371e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 136058 members 
Entering Unmasked Estep 
Score: -16183722.000000 Penalty: 3875.675293
	Iteration 31Q: 3 clusters Score -1.618372e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -16183760.000000 Penalty: 3875.675293
	Iteration 32Q: 3 clusters Score -1.618376e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -16183802.000000 Penalty: 3875.675293
	Iteration 33Q: 3 clusters Score -1.61838e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 137195 members 
Entering Unmasked Estep 
Score: -16183824.000000 Penalty: 3875.675293
	Iteration 34Q: 3 clusters Score -1.618382e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -16183824.000000 Penalty: 3875.675293
	Iteration 35Q: 3 clusters Score -1.618382e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 137880 members 
Entering Unmasked Estep 
Score: -16183823.000000 Penalty: 3875.675293
	Iteration 36Q: 3 clusters Score -1.618382e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 138209 members 
Entering Unmasked Estep 
Score: -16183893.000000 Penalty: 3875.675293
	Iteration 37Q: 3 clusters Score -1.618389e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 138516 members 
Entering Unmasked Estep 
Score: -16183908.000000 Penalty: 3875.675293
	Iteration 38Q: 3 clusters Score -1.618391e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 138798 members 
Entering Unmasked Estep 
Score: -16183929.000000 Penalty: 3875.675293
	Iteration 39Q: 3 clusters Score -1.618393e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -16183925.000000 Penalty: 3875.675293
	Iteration 40F: 3 clusters Score -1.618392e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -16183958.000000 Penalty: 3875.675293
	Iteration 41Q: 3 clusters Score -1.618396e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -16184014.000000 Penalty: 3875.675293
	Iteration 42Q: 3 clusters Score -1.618401e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -16184053.000000 Penalty: 3875.675293
	Iteration 43Q: 3 clusters Score -1.618405e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 139905 members 
Entering Unmasked Estep 
Score: -16184074.000000 Penalty: 3875.675293
	Iteration 44Q: 3 clusters Score -1.618407e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -16184070.000000 Penalty: 3875.675293
	Iteration 45Q: 3 clusters Score -1.618407e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -16184089.000000 Penalty: 3875.675293
	Iteration 46Q: 3 clusters Score -1.618409e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -16184123.000000 Penalty: 3875.675293
	Iteration 47Q: 3 clusters Score -1.618412e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 140645 members 
Entering Unmasked Estep 
Score: -16184134.000000 Penalty: 3875.675293
	Iteration 48Q: 3 clusters Score -1.618413e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -16184174.000000 Penalty: 3875.675293
	Iteration 49Q: 3 clusters Score -1.618417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 140997 members 
Entering Unmasked Estep 
Score: -16184206.000000 Penalty: 3875.675293
	Iteration 50Q: 3 clusters Score -1.618421e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -16184185.000000 Penalty: 3875.675293
	Iteration 51Q: 3 clusters Score -1.618418e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 141371 members 
Entering Unmasked Estep 
Score: -16184208.000000 Penalty: 3875.675293
	Iteration 52Q: 3 clusters Score -1.618421e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 141562 members 
Entering Unmasked Estep 
Score: -16184226.000000 Penalty: 3875.675293
	Iteration 53Q: 3 clusters Score -1.618423e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 141737 members 
Entering Unmasked Estep 
Score: -16184256.000000 Penalty: 3875.675293
	Iteration 54Q: 3 clusters Score -1.618426e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 141894 members 
Entering Unmasked Estep 
Score: -16184253.000000 Penalty: 3875.675293
	Iteration 55Q: 3 clusters Score -1.618425e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 142056 members 
Entering Unmasked Estep 
Score: -16184319.000000 Penalty: 3875.675293
	Iteration 56Q: 3 clusters Score -1.618432e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 142216 members 
Entering Unmasked Estep 
Score: -16184299.000000 Penalty: 3875.675293
	Iteration 57Q: 3 clusters Score -1.61843e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -16184325.000000 Penalty: 3875.675293
	Iteration 58Q: 3 clusters Score -1.618432e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -16184321.000000 Penalty: 3875.675293
	Iteration 59Q: 3 clusters Score -1.618432e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -16184317.000000 Penalty: 3875.675293
	Iteration 60F: 3 clusters Score -1.618432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -16184345.000000 Penalty: 3875.675293
	Iteration 61Q: 3 clusters Score -1.618434e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -16184326.000000 Penalty: 3875.675293
	Iteration 62Q: 3 clusters Score -1.618433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -16184318.000000 Penalty: 3875.675293
	Iteration 63Q: 3 clusters Score -1.618432e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -16184338.000000 Penalty: 3875.675293
	Iteration 64Q: 3 clusters Score -1.618434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 142889 members 
Entering Unmasked Estep 
Score: -16184308.000000 Penalty: 3875.675293
	Iteration 65Q: 3 clusters Score -1.618431e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -16184301.000000 Penalty: 3875.675293
	Iteration 66Q: 3 clusters Score -1.61843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -16184313.000000 Penalty: 3875.675293
	Iteration 67Q: 3 clusters Score -1.618431e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -16184277.000000 Penalty: 3875.675293
	Iteration 68Q: 3 clusters Score -1.618428e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -16184272.000000 Penalty: 3875.675293
	Iteration 69Q: 3 clusters Score -1.618427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -16184288.000000 Penalty: 3875.675293
	Iteration 70Q: 3 clusters Score -1.618429e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -16184292.000000 Penalty: 3875.675293
	Iteration 71Q: 3 clusters Score -1.618429e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 143325 members 
Entering Unmasked Estep 
Score: -16184299.000000 Penalty: 3875.675293
	Iteration 72Q: 3 clusters Score -1.61843e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -16184282.000000 Penalty: 3875.675293
	Iteration 73Q: 3 clusters Score -1.618428e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -16184290.000000 Penalty: 3875.675293
	Iteration 74Q: 3 clusters Score -1.618429e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -16184294.000000 Penalty: 3875.675293
	Iteration 75Q: 3 clusters Score -1.618429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -16184293.000000 Penalty: 3875.675293
	Iteration 76Q: 3 clusters Score -1.618429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -16184298.000000 Penalty: 3875.675293
	Iteration 77Q: 3 clusters Score -1.61843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -16184272.000000 Penalty: 3875.675293
	Iteration 78Q: 3 clusters Score -1.618427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -16184288.000000 Penalty: 3875.675293
	Iteration 79Q: 3 clusters Score -1.618429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -16184285.000000 Penalty: 3875.675293
	Iteration 80F: 3 clusters Score -1.618428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -16184285.000000 Penalty: 3875.675293
	Iteration 81Q: 3 clusters Score -1.618428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -16184275.000000 Penalty: 3875.675293
	Iteration 82Q: 3 clusters Score -1.618428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 143700 members 
Entering Unmasked Estep 
Score: -16184275.000000 Penalty: 3875.675293
	Iteration 83Q: 3 clusters Score -1.618428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -16184287.000000 Penalty: 3875.675293
	Iteration 84Q: 3 clusters Score -1.618429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 143743 members 
Entering Unmasked Estep 
Score: -16184277.000000 Penalty: 3875.675293
	Iteration 85Q: 3 clusters Score -1.618428e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 143771 members 
Entering Unmasked Estep 
Score: -16184285.000000 Penalty: 3875.675293
	Iteration 86Q: 3 clusters Score -1.618428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -16184292.000000 Penalty: 3875.675293
	Iteration 87Q: 3 clusters Score -1.618429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 143840 members 
Entering Unmasked Estep 
Score: -16184281.000000 Penalty: 3875.675293
	Iteration 88Q: 3 clusters Score -1.618428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -16184244.000000 Penalty: 3875.675293
	Iteration 89Q: 3 clusters Score -1.618424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -16184278.000000 Penalty: 3875.675293
	Iteration 90Q: 3 clusters Score -1.618428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 143933 members 
Entering Unmasked Estep 
Score: -16184281.000000 Penalty: 3875.675293
	Iteration 91Q: 3 clusters Score -1.618428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -16184276.000000 Penalty: 3875.675293
	Iteration 92Q: 3 clusters Score -1.618428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -16184287.000000 Penalty: 3875.675293
	Iteration 93Q: 3 clusters Score -1.618429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 144000 members 
Entering Unmasked Estep 
Score: -16184307.000000 Penalty: 3875.675293
	Iteration 94Q: 3 clusters Score -1.618431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 144019 members 
Entering Unmasked Estep 
Score: -16184312.000000 Penalty: 3875.675293
	Iteration 95Q: 3 clusters Score -1.618431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 144039 members 
Entering Unmasked Estep 
Score: -16184316.000000 Penalty: 3875.675293
	Iteration 96Q: 3 clusters Score -1.618432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -16184305.000000 Penalty: 3875.675293
	Iteration 97Q: 3 clusters Score -1.61843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 144080 members 
Entering Unmasked Estep 
Score: -16184319.000000 Penalty: 3875.675293
	Iteration 98Q: 3 clusters Score -1.618432e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -16184329.000000 Penalty: 3875.675293
	Iteration 99Q: 3 clusters Score -1.618433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -16184344.000000 Penalty: 3875.675293
	Iteration 100F: 3 clusters Score -1.618434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 144165 members 
Entering Unmasked Estep 
Score: -16184334.000000 Penalty: 3875.675293
	Iteration 101Q: 3 clusters Score -1.618433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -16184323.000000 Penalty: 3875.675293
	Iteration 102Q: 3 clusters Score -1.618432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -16184336.000000 Penalty: 3875.675293
	Iteration 103Q: 3 clusters Score -1.618434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -16184322.000000 Penalty: 3875.675293
	Iteration 104Q: 3 clusters Score -1.618432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -16184338.000000 Penalty: 3875.675293
	Iteration 105Q: 3 clusters Score -1.618434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -16184343.000000 Penalty: 3875.675293
	Iteration 106Q: 3 clusters Score -1.618434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 144297 members 
Entering Unmasked Estep 
Score: -16184343.000000 Penalty: 3875.675293
	Iteration 107Q: 3 clusters Score -1.618434e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -16184351.000000 Penalty: 3875.675293
	Iteration 108Q: 3 clusters Score -1.618435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -16184345.000000 Penalty: 3875.675293
	Iteration 109Q: 3 clusters Score -1.618434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -16184360.000000 Penalty: 3875.675293
	Iteration 110Q: 3 clusters Score -1.618436e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 144400 members 
Entering Unmasked Estep 
Score: -16184344.000000 Penalty: 3875.675293
	Iteration 111Q: 3 clusters Score -1.618434e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 144428 members 
Entering Unmasked Estep 
Score: -16184355.000000 Penalty: 3875.675293
	Iteration 112Q: 3 clusters Score -1.618436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -16184357.000000 Penalty: 3875.675293
	Iteration 113Q: 3 clusters Score -1.618436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -16184334.000000 Penalty: 3875.675293
	Iteration 114Q: 3 clusters Score -1.618433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -16184338.000000 Penalty: 3875.675293
	Iteration 115Q: 3 clusters Score -1.618434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -16184320.000000 Penalty: 3875.675293
	Iteration 116Q: 3 clusters Score -1.618432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 144548 members 
Entering Unmasked Estep 
Score: -16184305.000000 Penalty: 3875.675293
	Iteration 117Q: 3 clusters Score -1.61843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 144561 members 
Entering Unmasked Estep 
Score: -16184322.000000 Penalty: 3875.675293
	Iteration 118Q: 3 clusters Score -1.618432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 144573 members 
Entering Unmasked Estep 
Score: -16184324.000000 Penalty: 3875.675293
	Iteration 119Q: 3 clusters Score -1.618432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -16184308.000000 Penalty: 3875.675293
	Iteration 120F: 3 clusters Score -1.618431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 144604 members 
Entering Unmasked Estep 
Score: -16184313.000000 Penalty: 3875.675293
	Iteration 121Q: 3 clusters Score -1.618431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 144627 members 
Entering Unmasked Estep 
Score: -16184299.000000 Penalty: 3875.675293
	Iteration 122Q: 3 clusters Score -1.61843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -16184323.000000 Penalty: 3875.675293
	Iteration 123Q: 3 clusters Score -1.618432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -16184334.000000 Penalty: 3875.675293
	Iteration 124Q: 3 clusters Score -1.618433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -16184329.000000 Penalty: 3875.675293
	Iteration 125Q: 3 clusters Score -1.618433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -16184339.000000 Penalty: 3875.675293
	Iteration 126Q: 3 clusters Score -1.618434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -16184332.000000 Penalty: 3875.675293
	Iteration 127Q: 3 clusters Score -1.618433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -16184340.000000 Penalty: 3875.675293
	Iteration 128Q: 3 clusters Score -1.618434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -16184330.000000 Penalty: 3875.675293
	Iteration 129Q: 3 clusters Score -1.618433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 144705 members 
Entering Unmasked Estep 
Score: -16184328.000000 Penalty: 3875.675293
	Iteration 130Q: 3 clusters Score -1.618433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -16184321.000000 Penalty: 3875.675293
	Iteration 131Q: 3 clusters Score -1.618432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -16184326.000000 Penalty: 3875.675293
	Iteration 132Q: 3 clusters Score -1.618433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -16184322.000000 Penalty: 3875.675293
	Iteration 133Q: 3 clusters Score -1.618432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -16184321.000000 Penalty: 3875.675293
	Iteration 134Q: 3 clusters Score -1.618432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -16184331.000000 Penalty: 3875.675293
	Iteration 135Q: 3 clusters Score -1.618433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -16184329.000000 Penalty: 3875.675293
	Iteration 136Q: 3 clusters Score -1.618433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 144747 members 
Entering Unmasked Estep 
Score: -16184322.000000 Penalty: 3875.675293
	Iteration 137Q: 3 clusters Score -1.618432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -16184327.000000 Penalty: 3875.675293
	Iteration 138Q: 3 clusters Score -1.618433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -16184327.000000 Penalty: 3875.675293
	Iteration 139Q: 3 clusters Score -1.618433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 144752 members 
Entering Unmasked Estep 
Score: -16184329.000000 Penalty: 3875.675293
	Iteration 140F: 3 clusters Score -1.618433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -16184329.000000 Penalty: 3875.675293
	Iteration 141Q: 3 clusters Score -1.618433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 144760 members 
Entering Unmasked Estep 
Score: -16184327.000000 Penalty: 3875.675293
	Iteration 142Q: 3 clusters Score -1.618433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -16184335.000000 Penalty: 3875.675293
	Iteration 143Q: 3 clusters Score -1.618434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 144771 members 
Entering Unmasked Estep 
Score: -16184338.000000 Penalty: 3875.675293
	Iteration 144Q: 3 clusters Score -1.618434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -16184336.000000 Penalty: 3875.675293
	Iteration 145Q: 3 clusters Score -1.618434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -16184345.000000 Penalty: 3875.675293
	Iteration 146Q: 3 clusters Score -1.618434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -16184359.000000 Penalty: 3875.675293
	Iteration 147Q: 3 clusters Score -1.618436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -16184354.000000 Penalty: 3875.675293
	Iteration 148Q: 3 clusters Score -1.618435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 144823 members 
Entering Unmasked Estep 
Score: -16184372.000000 Penalty: 3875.675293
	Iteration 149Q: 3 clusters Score -1.618437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -16184366.000000 Penalty: 3875.675293
	Iteration 150Q: 3 clusters Score -1.618437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -16184379.000000 Penalty: 3875.675293
	Iteration 151Q: 3 clusters Score -1.618438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -16184376.000000 Penalty: 3875.675293
	Iteration 152Q: 3 clusters Score -1.618438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 144871 members 
Entering Unmasked Estep 
Score: -16184382.000000 Penalty: 3875.675293
	Iteration 153Q: 3 clusters Score -1.618438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 144888 members 
Entering Unmasked Estep 
Score: -16184385.000000 Penalty: 3875.675293
	Iteration 154Q: 3 clusters Score -1.618438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -16184387.000000 Penalty: 3875.675293
	Iteration 155Q: 3 clusters Score -1.618439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -16184382.000000 Penalty: 3875.675293
	Iteration 156Q: 3 clusters Score -1.618438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -16184382.000000 Penalty: 3875.675293
	Iteration 157Q: 3 clusters Score -1.618438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 144932 members 
Entering Unmasked Estep 
Score: -16184383.000000 Penalty: 3875.675293
	Iteration 158Q: 3 clusters Score -1.618438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -16184380.000000 Penalty: 3875.675293
	Iteration 159Q: 3 clusters Score -1.618438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -16184386.000000 Penalty: 3875.675293
	Iteration 160F: 3 clusters Score -1.618439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -16184399.000000 Penalty: 3875.675293
	Iteration 161Q: 3 clusters Score -1.61844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 144990 members 
Entering Unmasked Estep 
Score: -16184394.000000 Penalty: 3875.675293
	Iteration 162Q: 3 clusters Score -1.618439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -16184385.000000 Penalty: 3875.675293
	Iteration 163Q: 3 clusters Score -1.618438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -16184387.000000 Penalty: 3875.675293
	Iteration 164Q: 3 clusters Score -1.618439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -16184382.000000 Penalty: 3875.675293
	Iteration 165Q: 3 clusters Score -1.618438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -16184409.000000 Penalty: 3875.675293
	Iteration 166Q: 3 clusters Score -1.618441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -16184412.000000 Penalty: 3875.675293
	Iteration 167Q: 3 clusters Score -1.618441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 145061 members 
Entering Unmasked Estep 
Score: -16184413.000000 Penalty: 3875.675293
	Iteration 168Q: 3 clusters Score -1.618441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -16184415.000000 Penalty: 3875.675293
	Iteration 169Q: 3 clusters Score -1.618442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -16184412.000000 Penalty: 3875.675293
	Iteration 170Q: 3 clusters Score -1.618441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -16184404.000000 Penalty: 3875.675293
	Iteration 171Q: 3 clusters Score -1.61844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -16184406.000000 Penalty: 3875.675293
	Iteration 172Q: 3 clusters Score -1.618441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -16184403.000000 Penalty: 3875.675293
	Iteration 173Q: 3 clusters Score -1.61844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -16184397.000000 Penalty: 3875.675293
	Iteration 174Q: 3 clusters Score -1.61844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -16184407.000000 Penalty: 3875.675293
	Iteration 175Q: 3 clusters Score -1.618441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -16184403.000000 Penalty: 3875.675293
	Iteration 176Q: 3 clusters Score -1.61844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -16184408.000000 Penalty: 3875.675293
	Iteration 177Q: 3 clusters Score -1.618441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -16184400.000000 Penalty: 3875.675293
	Iteration 178Q: 3 clusters Score -1.61844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 145159 members 
Entering Unmasked Estep 
Score: -16184396.000000 Penalty: 3875.675293
	Iteration 179Q: 3 clusters Score -1.61844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -16184402.000000 Penalty: 3875.675293
	Iteration 180F: 3 clusters Score -1.61844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 145176 members 
Entering Unmasked Estep 
Score: -16184391.000000 Penalty: 3875.675293
	Iteration 181Q: 3 clusters Score -1.618439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -16184381.000000 Penalty: 3875.675293
	Iteration 182Q: 3 clusters Score -1.618438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -16184379.000000 Penalty: 3875.675293
	Iteration 183Q: 3 clusters Score -1.618438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -16184388.000000 Penalty: 3875.675293
	Iteration 184Q: 3 clusters Score -1.618439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -16184394.000000 Penalty: 3875.675293
	Iteration 185Q: 3 clusters Score -1.618439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -16184374.000000 Penalty: 3875.675293
	Iteration 186Q: 3 clusters Score -1.618437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -16184371.000000 Penalty: 3875.675293
	Iteration 187Q: 3 clusters Score -1.618437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -16184376.000000 Penalty: 3875.675293
	Iteration 188Q: 3 clusters Score -1.618438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -16184379.000000 Penalty: 3875.675293
	Iteration 189Q: 3 clusters Score -1.618438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 145236 members 
Entering Unmasked Estep 
Score: -16184381.000000 Penalty: 3875.675293
	Iteration 190Q: 3 clusters Score -1.618438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 145244 members 
Entering Unmasked Estep 
Score: -16184376.000000 Penalty: 3875.675293
	Iteration 191Q: 3 clusters Score -1.618438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 145254 members 
Entering Unmasked Estep 
Score: -16184384.000000 Penalty: 3875.675293
	Iteration 192Q: 3 clusters Score -1.618438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 145257 members 
Entering Unmasked Estep 
Score: -16184397.000000 Penalty: 3875.675293
	Iteration 193Q: 3 clusters Score -1.61844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -16184399.000000 Penalty: 3875.675293
	Iteration 194Q: 3 clusters Score -1.61844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -16184399.000000 Penalty: 3875.675293
	Iteration 195Q: 3 clusters Score -1.61844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -16184399.000000 Penalty: 3875.675293
	Iteration 196F: 3 clusters Score -1.61844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Entering Unmasked Estep 
Score: -3604631.500000 Penalty: 1697.302734
	Iteration 0F: 2 clusters Score -3604632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3581701.750000 Penalty: 3394.605469
	Iteration 0F: 3 clusters Score -3581702 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3590911.750000 Penalty: 3394.605469
	Iteration 1F: 3 clusters Score -3590912 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3592189.250000 Penalty: 3394.605469
	Iteration 2F: 3 clusters Score -3592189 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3593913.500000 Penalty: 3394.605469
	Iteration 3F: 3 clusters Score -3593914 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3596009.500000 Penalty: 3394.605469
	Iteration 4F: 3 clusters Score -3596010 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3598166.750000 Penalty: 3394.605469
	Iteration 5F: 3 clusters Score -3598167 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3600023.000000 Penalty: 3394.605469
	Iteration 6F: 3 clusters Score -3600023 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3601284.000000 Penalty: 3394.605469
	Iteration 7F: 3 clusters Score -3601284 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3601924.500000 Penalty: 3394.605469
	Iteration 8Q: 3 clusters Score -3601924 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3602264.500000 Penalty: 3394.605469
	Iteration 9Q: 3 clusters Score -3602264 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3602530.000000 Penalty: 3394.605469
	Iteration 10Q: 3 clusters Score -3602530 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -3602721.250000 Penalty: 3394.605469
	Iteration 11Q: 3 clusters Score -3602721 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3602898.750000 Penalty: 3394.605469
	Iteration 12Q: 3 clusters Score -3602899 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3603068.500000 Penalty: 3394.605469
	Iteration 13Q: 3 clusters Score -3603068 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3603251.000000 Penalty: 3394.605469
	Iteration 14Q: 3 clusters Score -3603251 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3603361.750000 Penalty: 3394.605469
	Iteration 15Q: 3 clusters Score -3603362 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3603465.750000 Penalty: 3394.605469
	Iteration 16Q: 3 clusters Score -3603466 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -3603544.750000 Penalty: 3394.605469
	Iteration 17Q: 3 clusters Score -3603545 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3603633.500000 Penalty: 3394.605469
	Iteration 18Q: 3 clusters Score -3603634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3603665.750000 Penalty: 3394.605469
	Iteration 19Q: 3 clusters Score -3603666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3603741.000000 Penalty: 3394.605469
	Iteration 20F: 3 clusters Score -3603741 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3603771.750000 Penalty: 3394.605469
	Iteration 21Q: 3 clusters Score -3603772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3603810.000000 Penalty: 3394.605469
	Iteration 22Q: 3 clusters Score -3603810 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3603858.000000 Penalty: 3394.605469
	Iteration 23Q: 3 clusters Score -3603858 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3603904.750000 Penalty: 3394.605469
	Iteration 24Q: 3 clusters Score -3603905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3603938.000000 Penalty: 3394.605469
	Iteration 25Q: 3 clusters Score -3603938 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3603978.000000 Penalty: 3394.605469
	Iteration 26Q: 3 clusters Score -3603978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3603999.500000 Penalty: 3394.605469
	Iteration 27Q: 3 clusters Score -3604000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3604019.500000 Penalty: 3394.605469
	Iteration 28Q: 3 clusters Score -3604020 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3604053.000000 Penalty: 3394.605469
	Iteration 29Q: 3 clusters Score -3604053 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3604096.000000 Penalty: 3394.605469
	Iteration 30Q: 3 clusters Score -3604096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3604102.000000 Penalty: 3394.605469
	Iteration 31Q: 3 clusters Score -3604102 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3604130.250000 Penalty: 3394.605469
	Iteration 32Q: 3 clusters Score -3604130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3604141.750000 Penalty: 3394.605469
	Iteration 33Q: 3 clusters Score -3604142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3604173.250000 Penalty: 3394.605469
	Iteration 34Q: 3 clusters Score -3604173 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3604188 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3604203 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3604222 nChanged 109
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Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3604234 nChanged 107
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Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3604242 nChanged 93
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Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3604244 nChanged 95
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Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3604254 nChanged 103
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Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3604268 nChanged 110
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Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3604290 nChanged 110
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Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3604289 nChanged 110
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Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3604304 nChanged 101
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Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3604318.500000 Penalty: 3394.605469
	Iteration 46Q: 3 clusters Score -3604318 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3604331 nChanged 100
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Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3604338 nChanged 81
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Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3604339 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3604339 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3604342 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3604353 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3604356 nChanged 41
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Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3604359 nChanged 53
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Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3604355 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3604357 nChanged 57
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Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3604362 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3604380 nChanged 64
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Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3604379 nChanged 58
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Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3604383 nChanged 62
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Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3604392 nChanged 65
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Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 11667 members 
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	Iteration 62Q: 3 clusters Score -3604395 nChanged 73
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Mstep: Class 1 contains 22776 members 
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	Iteration 63Q: 3 clusters Score -3604398 nChanged 75
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Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 11519 members 
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	Iteration 64Q: 3 clusters Score -3604397 nChanged 66
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Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3604406 nChanged 73
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Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3604415 nChanged 72
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Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3604430 nChanged 83
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Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3604438 nChanged 70
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Mstep: Class 1 contains 23215 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3604446 nChanged 63
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Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 11092 members 
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	Iteration 70Q: 3 clusters Score -3604453 nChanged 53
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Mstep: Class 1 contains 23331 members 
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	Iteration 71Q: 3 clusters Score -3604459 nChanged 55
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Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3604462 nChanged 42
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	Iteration 73Q: 3 clusters Score -3604462 nChanged 41
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Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 10901 members 
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	Iteration 74Q: 3 clusters Score -3604473 nChanged 40
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Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3604472 nChanged 31
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Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3604471 nChanged 34
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Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3604473 nChanged 31
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Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3604482 nChanged 18
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Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3604484 nChanged 16
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Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3604482 nChanged 17
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Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3604486 nChanged 16
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Mstep: Class 1 contains 23670 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3604485 nChanged 16
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3604490 nChanged 13
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Mstep: Class 1 contains 23699 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3604484 nChanged 17
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Mstep: Class 1 contains 23716 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3604480 nChanged 19
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Mstep: Class 2 contains 10639 members 
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	Iteration 86Q: 3 clusters Score -3604486 nChanged 14
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Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 10625 members 
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	Iteration 87Q: 3 clusters Score -3604480 nChanged 14
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Mstep: Class 1 contains 23759 members 
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	Iteration 88Q: 3 clusters Score -3604477 nChanged 22
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Mstep: Class 1 contains 23781 members 
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	Iteration 89Q: 3 clusters Score -3604478 nChanged 20
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Mstep: Class 1 contains 23801 members 
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	Iteration 90Q: 3 clusters Score -3604474 nChanged 20
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Mstep: Class 1 contains 23821 members 
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	Iteration 91Q: 3 clusters Score -3604479 nChanged 16
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Mstep: Class 1 contains 23837 members 
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	Iteration 92Q: 3 clusters Score -3604480 nChanged 18
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Mstep: Class 1 contains 23855 members 
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	Iteration 93Q: 3 clusters Score -3604482 nChanged 21
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Mstep: Class 1 contains 23876 members 
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	Iteration 94Q: 3 clusters Score -3604486 nChanged 20
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Mstep: Class 1 contains 23896 members 
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	Iteration 95Q: 3 clusters Score -3604486 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23913 members 
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	Iteration 96Q: 3 clusters Score -3604482 nChanged 14
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Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 10443 members 
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	Iteration 97Q: 3 clusters Score -3604485 nChanged 19
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3604488 nChanged 11
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	Iteration 99Q: 3 clusters Score -3604485 nChanged 5
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Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3604483 nChanged 6
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Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 10402 members 
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	Iteration 101Q: 3 clusters Score -3604483 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3604488 nChanged 8
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Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10386 members 
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	Iteration 103Q: 3 clusters Score -3604486 nChanged 7
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Mstep: Class 1 contains 23991 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3604489 nChanged 10
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Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 10369 members 
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	Iteration 105Q: 3 clusters Score -3604490 nChanged 9
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Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3604493 nChanged 5
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Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3604493 nChanged 2
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Mstep: Class 1 contains 24017 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3604494 nChanged 4
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Mstep: Class 2 contains 10349 members 
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	Iteration 109Q: 3 clusters Score -3604496 nChanged 6
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Mstep: Class 1 contains 24027 members 
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	Iteration 110Q: 3 clusters Score -3604494 nChanged 5
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Mstep: Class 1 contains 24032 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3604498 nChanged 6
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	Iteration 112Q: 3 clusters Score -3604499 nChanged 6
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Mstep: Class 2 contains 10326 members 
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	Iteration 113Q: 3 clusters Score -3604496 nChanged 5
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	Iteration 114Q: 3 clusters Score -3604503 nChanged 6
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	Iteration 115Q: 3 clusters Score -3604498 nChanged 5
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	Iteration 116Q: 3 clusters Score -3604501 nChanged 5
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	Iteration 117Q: 3 clusters Score -3604497 nChanged 4
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	Iteration 118Q: 3 clusters Score -3604501 nChanged 3
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	Iteration 119Q: 3 clusters Score -3604498 nChanged 4
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3604499 nChanged 6
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Mstep: Class 2 contains 10288 members 
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	Iteration 121Q: 3 clusters Score -3604497 nChanged 10
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Mstep: Class 1 contains 24092 members 
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	Iteration 122Q: 3 clusters Score -3604498 nChanged 10
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	Iteration 123Q: 3 clusters Score -3604499 nChanged 7
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	Iteration 124Q: 3 clusters Score -3604496 nChanged 6
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	Iteration 125Q: 3 clusters Score -3604496 nChanged 4
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	Iteration 126Q: 3 clusters Score -3604497 nChanged 7
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Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3604500.250000 Penalty: 3394.605469
	Iteration 127Q: 3 clusters Score -3604500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3604496.500000 Penalty: 3394.605469
	Iteration 128Q: 3 clusters Score -3604496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3604495.000000 Penalty: 3394.605469
	Iteration 129Q: 3 clusters Score -3604495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3604498.750000 Penalty: 3394.605469
	Iteration 130Q: 3 clusters Score -3604499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3604499.000000 Penalty: 3394.605469
	Iteration 131Q: 3 clusters Score -3604499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3604497.000000 Penalty: 3394.605469
	Iteration 132Q: 3 clusters Score -3604497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3604495.000000 Penalty: 3394.605469
	Iteration 133Q: 3 clusters Score -3604495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3604492.250000 Penalty: 3394.605469
	Iteration 134Q: 3 clusters Score -3604492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3604492.250000 Penalty: 3394.605469
	Iteration 135F: 3 clusters Score -3604492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9542.293945 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9542.294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9678.765625 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9678.766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9704.159180 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9704.159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9711.372070 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9711.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9720.526367 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -9720.526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9720.526367 Penalty: 1586.910645
	Iteration 5F: 3 clusters Score -9720.526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Entering Unmasked Estep 
Score: -15832335.000000 Penalty: 1934.566040
	Iteration 0F: 2 clusters Score -1.583234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -15733154.000000 Penalty: 3869.132080
	Iteration 0F: 3 clusters Score -1.573315e+07 nChanged 71158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -15776922.000000 Penalty: 3869.132080
	Iteration 1F: 3 clusters Score -1.577692e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -15779409.000000 Penalty: 3869.132080
	Iteration 2Q: 3 clusters Score -1.577941e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -15783268.000000 Penalty: 3869.132080
	Iteration 3Q: 3 clusters Score -1.578327e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -15788864.000000 Penalty: 3869.132080
	Iteration 4F: 3 clusters Score -1.578886e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -15796158.000000 Penalty: 3869.132080
	Iteration 5F: 3 clusters Score -1.579616e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -15803851.000000 Penalty: 3869.132080
	Iteration 6F: 3 clusters Score -1.580385e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 118038 members 
Entering Unmasked Estep 
Score: -15811174.000000 Penalty: 3869.132080
	Iteration 7F: 3 clusters Score -1.581117e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -15816374.000000 Penalty: 3869.132080
	Iteration 8Q: 3 clusters Score -1.581637e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -15819539.000000 Penalty: 3869.132080
	Iteration 9Q: 3 clusters Score -1.581954e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -15821598.000000 Penalty: 3869.132080
	Iteration 10Q: 3 clusters Score -1.58216e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 132392 members 
Entering Unmasked Estep 
Score: -15823073.000000 Penalty: 3869.132080
	Iteration 11Q: 3 clusters Score -1.582307e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -15824328.000000 Penalty: 3869.132080
	Iteration 12Q: 3 clusters Score -1.582433e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 136814 members 
Entering Unmasked Estep 
Score: -15825374.000000 Penalty: 3869.132080
	Iteration 13Q: 3 clusters Score -1.582537e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -15826475.000000 Penalty: 3869.132080
	Iteration 14Q: 3 clusters Score -1.582648e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 140518 members 
Entering Unmasked Estep 
Score: -15827436.000000 Penalty: 3869.132080
	Iteration 15Q: 3 clusters Score -1.582744e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 141964 members 
Entering Unmasked Estep 
Score: -15828148.000000 Penalty: 3869.132080
	Iteration 16Q: 3 clusters Score -1.582815e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -15828757.000000 Penalty: 3869.132080
	Iteration 17Q: 3 clusters Score -1.582876e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 144176 members 
Entering Unmasked Estep 
Score: -15829261.000000 Penalty: 3869.132080
	Iteration 18Q: 3 clusters Score -1.582926e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -15829578.000000 Penalty: 3869.132080
	Iteration 19Q: 3 clusters Score -1.582958e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -15829867.000000 Penalty: 3869.132080
	Iteration 20F: 3 clusters Score -1.582987e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 146037 members 
Entering Unmasked Estep 
Score: -15830110.000000 Penalty: 3869.132080
	Iteration 21Q: 3 clusters Score -1.583011e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -15830307.000000 Penalty: 3869.132080
	Iteration 22Q: 3 clusters Score -1.583031e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 146592 members 
Entering Unmasked Estep 
Score: -15830425.000000 Penalty: 3869.132080
	Iteration 23Q: 3 clusters Score -1.583042e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -15830549.000000 Penalty: 3869.132080
	Iteration 24Q: 3 clusters Score -1.583055e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -15830623.000000 Penalty: 3869.132080
	Iteration 25Q: 3 clusters Score -1.583062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -15830676.000000 Penalty: 3869.132080
	Iteration 26Q: 3 clusters Score -1.583068e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -15830721.000000 Penalty: 3869.132080
	Iteration 27Q: 3 clusters Score -1.583072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 147105 members 
Entering Unmasked Estep 
Score: -15830747.000000 Penalty: 3869.132080
	Iteration 28Q: 3 clusters Score -1.583075e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -15830779.000000 Penalty: 3869.132080
	Iteration 29Q: 3 clusters Score -1.583078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -15830797.000000 Penalty: 3869.132080
	Iteration 30Q: 3 clusters Score -1.58308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -15830820.000000 Penalty: 3869.132080
	Iteration 31Q: 3 clusters Score -1.583082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -15830829.000000 Penalty: 3869.132080
	Iteration 32Q: 3 clusters Score -1.583083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -15830853.000000 Penalty: 3869.132080
	Iteration 33Q: 3 clusters Score -1.583085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -15830844.000000 Penalty: 3869.132080
	Iteration 34Q: 3 clusters Score -1.583084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -15830847.000000 Penalty: 3869.132080
	Iteration 35Q: 3 clusters Score -1.583085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 147244 members 
Entering Unmasked Estep 
Score: -15830840.000000 Penalty: 3869.132080
	Iteration 36Q: 3 clusters Score -1.583084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -15830841.000000 Penalty: 3869.132080
	Iteration 37Q: 3 clusters Score -1.583084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -15830850.000000 Penalty: 3869.132080
	Iteration 38Q: 3 clusters Score -1.583085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -15830838.000000 Penalty: 3869.132080
	Iteration 39Q: 3 clusters Score -1.583084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -15830846.000000 Penalty: 3869.132080
	Iteration 40F: 3 clusters Score -1.583085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -15830846.000000 Penalty: 3869.132080
	Iteration 41Q: 3 clusters Score -1.583085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -15830847.000000 Penalty: 3869.132080
	Iteration 42Q: 3 clusters Score -1.583085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -15830846.000000 Penalty: 3869.132080
	Iteration 43Q: 3 clusters Score -1.583085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -15830849.000000 Penalty: 3869.132080
	Iteration 44Q: 3 clusters Score -1.583085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -15830852.000000 Penalty: 3869.132080
	Iteration 45Q: 3 clusters Score -1.583085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 147284 members 
Entering Unmasked Estep 
Score: -15830856.000000 Penalty: 3869.132080
	Iteration 46Q: 3 clusters Score -1.583086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -15830862.000000 Penalty: 3869.132080
	Iteration 47Q: 3 clusters Score -1.583086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -15830862.000000 Penalty: 3869.132080
	Iteration 48Q: 3 clusters Score -1.583086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -15830862.000000 Penalty: 3869.132080
	Iteration 49Q: 3 clusters Score -1.583086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 147294 members 
Entering Unmasked Estep 
Score: -15830853.000000 Penalty: 3869.132080
	Iteration 50Q: 3 clusters Score -1.583085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 147297 members 
Entering Unmasked Estep 
Score: -15830858.000000 Penalty: 3869.132080
	Iteration 51Q: 3 clusters Score -1.583086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -15830861.000000 Penalty: 3869.132080
	Iteration 52Q: 3 clusters Score -1.583086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -15830852.000000 Penalty: 3869.132080
	Iteration 53Q: 3 clusters Score -1.583085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -15830856.000000 Penalty: 3869.132080
	Iteration 54Q: 3 clusters Score -1.583086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -15830856.000000 Penalty: 3869.132080
	Iteration 55F: 3 clusters Score -1.583086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -150190.421875 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -150190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148435.390625 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -148435.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148843.531250 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -148843.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -148968.734375 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -148968.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149029.328125 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -149029.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149065.171875 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -149065.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149090.343750 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -149090.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149107.046875 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -149107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149115.171875 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -149115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149118.562500 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -149118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149119.968750 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -149120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149120.796875 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -149120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -149121.171875 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -149121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -149121.734375 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -149121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -149122.125000 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -149122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -149122.921875 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -149122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -149123.031250 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -149123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149124.218750 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -149124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149126.609375 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -149126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149129.937500 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -149129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -149134.171875 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -149134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149139.781250 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -149139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149143.312500 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -149143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -149144.156250 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -149144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149145.312500 Penalty: 2361.945801
	Iteration 23Q: 3 clusters Score -149145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149145.312500 Penalty: 2361.945801
	Iteration 24F: 3 clusters Score -149145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Entering Unmasked Estep 
Score: -486458.218750 Penalty: 1366.994995
	Iteration 0F: 2 clusters Score -486458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -482793.781250 Penalty: 2733.989990
	Iteration 0F: 3 clusters Score -482793.8 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -483752.312500 Penalty: 2733.989990
	Iteration 1F: 3 clusters Score -483752.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -483933.187500 Penalty: 2733.989990
	Iteration 2F: 3 clusters Score -483933.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -484040.156250 Penalty: 2733.989990
	Iteration 3F: 3 clusters Score -484040.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -484115.218750 Penalty: 2733.989990
	Iteration 4Q: 3 clusters Score -484115.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -484171.968750 Penalty: 2733.989990
	Iteration 5Q: 3 clusters Score -484172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -484223.250000 Penalty: 2733.989990
	Iteration 6Q: 3 clusters Score -484223.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -484268.843750 Penalty: 2733.989990
	Iteration 7Q: 3 clusters Score -484268.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -484314.468750 Penalty: 2733.989990
	Iteration 8Q: 3 clusters Score -484314.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -484349.031250 Penalty: 2733.989990
	Iteration 9Q: 3 clusters Score -484349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -484383.062500 Penalty: 2733.989990
	Iteration 10Q: 3 clusters Score -484383.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -484420.906250 Penalty: 2733.989990
	Iteration 11Q: 3 clusters Score -484420.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -484452.687500 Penalty: 2733.989990
	Iteration 12Q: 3 clusters Score -484452.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -484487.406250 Penalty: 2733.989990
	Iteration 13Q: 3 clusters Score -484487.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -484522.562500 Penalty: 2733.989990
	Iteration 14Q: 3 clusters Score -484522.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -484566.843750 Penalty: 2733.989990
	Iteration 15Q: 3 clusters Score -484566.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -484619.156250 Penalty: 2733.989990
	Iteration 16Q: 3 clusters Score -484619.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -484670.625000 Penalty: 2733.989990
	Iteration 17Q: 3 clusters Score -484670.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -484726.062500 Penalty: 2733.989990
	Iteration 18Q: 3 clusters Score -484726.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -484765.968750 Penalty: 2733.989990
	Iteration 19Q: 3 clusters Score -484766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -484815.812500 Penalty: 2733.989990
	Iteration 20F: 3 clusters Score -484815.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -484856.781250 Penalty: 2733.989990
	Iteration 21Q: 3 clusters Score -484856.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -484889.343750 Penalty: 2733.989990
	Iteration 22Q: 3 clusters Score -484889.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -484917.468750 Penalty: 2733.989990
	Iteration 23Q: 3 clusters Score -484917.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -484946.812500 Penalty: 2733.989990
	Iteration 24Q: 3 clusters Score -484946.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -484969.906250 Penalty: 2733.989990
	Iteration 25Q: 3 clusters Score -484969.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -484982.062500 Penalty: 2733.989990
	Iteration 26Q: 3 clusters Score -484982.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -484992.156250 Penalty: 2733.989990
	Iteration 27Q: 3 clusters Score -484992.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -485000.750000 Penalty: 2733.989990
	Iteration 28Q: 3 clusters Score -485000.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -485011.843750 Penalty: 2733.989990
	Iteration 29Q: 3 clusters Score -485011.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -485017.125000 Penalty: 2733.989990
	Iteration 30Q: 3 clusters Score -485017.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -485026.718750 Penalty: 2733.989990
	Iteration 31Q: 3 clusters Score -485026.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -485036.656250 Penalty: 2733.989990
	Iteration 32Q: 3 clusters Score -485036.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -485040.000000 Penalty: 2733.989990
	Iteration 33Q: 3 clusters Score -485040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -485043.218750 Penalty: 2733.989990
	Iteration 34Q: 3 clusters Score -485043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -485044.718750 Penalty: 2733.989990
	Iteration 35Q: 3 clusters Score -485044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485046.375000 Penalty: 2733.989990
	Iteration 36Q: 3 clusters Score -485046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485046.968750 Penalty: 2733.989990
	Iteration 37Q: 3 clusters Score -485047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -485048.062500 Penalty: 2733.989990
	Iteration 38Q: 3 clusters Score -485048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -485048.906250 Penalty: 2733.989990
	Iteration 39Q: 3 clusters Score -485048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -485050.156250 Penalty: 2733.989990
	Iteration 40F: 3 clusters Score -485050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -485052.281250 Penalty: 2733.989990
	Iteration 41Q: 3 clusters Score -485052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -485054.437500 Penalty: 2733.989990
	Iteration 42Q: 3 clusters Score -485054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -485059.500000 Penalty: 2733.989990
	Iteration 43Q: 3 clusters Score -485059.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -485066.281250 Penalty: 2733.989990
	Iteration 44Q: 3 clusters Score -485066.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -485071.437500 Penalty: 2733.989990
	Iteration 45Q: 3 clusters Score -485071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -485076.843750 Penalty: 2733.989990
	Iteration 46Q: 3 clusters Score -485076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -485078.593750 Penalty: 2733.989990
	Iteration 47Q: 3 clusters Score -485078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -485081.531250 Penalty: 2733.989990
	Iteration 48Q: 3 clusters Score -485081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -485087.562500 Penalty: 2733.989990
	Iteration 49Q: 3 clusters Score -485087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -485090.937500 Penalty: 2733.989990
	Iteration 50Q: 3 clusters Score -485090.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -485096.500000 Penalty: 2733.989990
	Iteration 51Q: 3 clusters Score -485096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -485100.156250 Penalty: 2733.989990
	Iteration 52Q: 3 clusters Score -485100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -485107.500000 Penalty: 2733.989990
	Iteration 53Q: 3 clusters Score -485107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -485113.156250 Penalty: 2733.989990
	Iteration 54Q: 3 clusters Score -485113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -485118.750000 Penalty: 2733.989990
	Iteration 55Q: 3 clusters Score -485118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -485124.531250 Penalty: 2733.989990
	Iteration 56Q: 3 clusters Score -485124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -485126.031250 Penalty: 2733.989990
	Iteration 57Q: 3 clusters Score -485126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -485127.125000 Penalty: 2733.989990
	Iteration 58Q: 3 clusters Score -485127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -485127.593750 Penalty: 2733.989990
	Iteration 59Q: 3 clusters Score -485127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -485128.406250 Penalty: 2733.989990
	Iteration 60F: 3 clusters Score -485128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -485129.406250 Penalty: 2733.989990
	Iteration 61Q: 3 clusters Score -485129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -485132.718750 Penalty: 2733.989990
	Iteration 62Q: 3 clusters Score -485132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -485137.500000 Penalty: 2733.989990
	Iteration 63Q: 3 clusters Score -485137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -485139.875000 Penalty: 2733.989990
	Iteration 64Q: 3 clusters Score -485139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -485142.156250 Penalty: 2733.989990
	Iteration 65Q: 3 clusters Score -485142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -485144.250000 Penalty: 2733.989990
	Iteration 66Q: 3 clusters Score -485144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -485148.218750 Penalty: 2733.989990
	Iteration 67Q: 3 clusters Score -485148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -485151.437500 Penalty: 2733.989990
	Iteration 68Q: 3 clusters Score -485151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -485153.218750 Penalty: 2733.989990
	Iteration 69Q: 3 clusters Score -485153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -485157.062500 Penalty: 2733.989990
	Iteration 70Q: 3 clusters Score -485157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -485157.968750 Penalty: 2733.989990
	Iteration 71Q: 3 clusters Score -485158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -485161.531250 Penalty: 2733.989990
	Iteration 72Q: 3 clusters Score -485161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -485166.343750 Penalty: 2733.989990
	Iteration 73Q: 3 clusters Score -485166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -485169.187500 Penalty: 2733.989990
	Iteration 74Q: 3 clusters Score -485169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -485170.375000 Penalty: 2733.989990
	Iteration 75Q: 3 clusters Score -485170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -485172.718750 Penalty: 2733.989990
	Iteration 76Q: 3 clusters Score -485172.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -485176.500000 Penalty: 2733.989990
	Iteration 77Q: 3 clusters Score -485176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -485181.625000 Penalty: 2733.989990
	Iteration 78Q: 3 clusters Score -485181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -485184.031250 Penalty: 2733.989990
	Iteration 79Q: 3 clusters Score -485184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -485185.375000 Penalty: 2733.989990
	Iteration 80F: 3 clusters Score -485185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -485187.375000 Penalty: 2733.989990
	Iteration 81Q: 3 clusters Score -485187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -485188.625000 Penalty: 2733.989990
	Iteration 82Q: 3 clusters Score -485188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -485190.281250 Penalty: 2733.989990
	Iteration 83Q: 3 clusters Score -485190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -485190.718750 Penalty: 2733.989990
	Iteration 84Q: 3 clusters Score -485190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -485192.656250 Penalty: 2733.989990
	Iteration 85Q: 3 clusters Score -485192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -485193.281250 Penalty: 2733.989990
	Iteration 86Q: 3 clusters Score -485193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -485194.000000 Penalty: 2733.989990
	Iteration 87Q: 3 clusters Score -485194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -485194.000000 Penalty: 2733.989990
	Iteration 88Q: 3 clusters Score -485194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -485194.000000 Penalty: 2733.989990
	Iteration 89F: 3 clusters Score -485194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Entering Unmasked Estep 
Score: -1464747.000000 Penalty: 1545.061646
	Iteration 0F: 2 clusters Score -1464747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1455320.875000 Penalty: 3090.123291
	Iteration 0F: 3 clusters Score -1455321 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1458664.875000 Penalty: 3090.123291
	Iteration 1F: 3 clusters Score -1458665 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1459326.375000 Penalty: 3090.123291
	Iteration 2F: 3 clusters Score -1459326 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1460030.000000 Penalty: 3090.123291
	Iteration 3F: 3 clusters Score -1460030 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1460719.125000 Penalty: 3090.123291
	Iteration 4F: 3 clusters Score -1460719 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1461353.625000 Penalty: 3090.123291
	Iteration 5F: 3 clusters Score -1461354 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1461956.625000 Penalty: 3090.123291
	Iteration 6F: 3 clusters Score -1461957 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1462456.125000 Penalty: 3090.123291
	Iteration 7F: 3 clusters Score -1462456 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1462818.000000 Penalty: 3090.123291
	Iteration 8Q: 3 clusters Score -1462818 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1463046.250000 Penalty: 3090.123291
	Iteration 9Q: 3 clusters Score -1463046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1463178.250000 Penalty: 3090.123291
	Iteration 10Q: 3 clusters Score -1463178 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1463255.500000 Penalty: 3090.123291
	Iteration 11Q: 3 clusters Score -1463256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1463318.125000 Penalty: 3090.123291
	Iteration 12Q: 3 clusters Score -1463318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1463369.750000 Penalty: 3090.123291
	Iteration 13Q: 3 clusters Score -1463370 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1463409.500000 Penalty: 3090.123291
	Iteration 14Q: 3 clusters Score -1463410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1463458.500000 Penalty: 3090.123291
	Iteration 15Q: 3 clusters Score -1463458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1463517.625000 Penalty: 3090.123291
	Iteration 16Q: 3 clusters Score -1463518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1463569.250000 Penalty: 3090.123291
	Iteration 17Q: 3 clusters Score -1463569 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1463616.125000 Penalty: 3090.123291
	Iteration 18Q: 3 clusters Score -1463616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1463657.375000 Penalty: 3090.123291
	Iteration 19Q: 3 clusters Score -1463657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1463694.375000 Penalty: 3090.123291
	Iteration 20F: 3 clusters Score -1463694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1463728.375000 Penalty: 3090.123291
	Iteration 21Q: 3 clusters Score -1463728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1463759.500000 Penalty: 3090.123291
	Iteration 22Q: 3 clusters Score -1463760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1463799.375000 Penalty: 3090.123291
	Iteration 23Q: 3 clusters Score -1463799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1463835.000000 Penalty: 3090.123291
	Iteration 24Q: 3 clusters Score -1463835 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1463857.250000 Penalty: 3090.123291
	Iteration 25Q: 3 clusters Score -1463857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1463875.125000 Penalty: 3090.123291
	Iteration 26Q: 3 clusters Score -1463875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1463890.250000 Penalty: 3090.123291
	Iteration 27Q: 3 clusters Score -1463890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1463918.875000 Penalty: 3090.123291
	Iteration 28Q: 3 clusters Score -1463919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1463951.750000 Penalty: 3090.123291
	Iteration 29Q: 3 clusters Score -1463952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1463967.500000 Penalty: 3090.123291
	Iteration 30Q: 3 clusters Score -1463968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1463979.750000 Penalty: 3090.123291
	Iteration 31Q: 3 clusters Score -1463980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1463992.875000 Penalty: 3090.123291
	Iteration 32Q: 3 clusters Score -1463993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1464000.625000 Penalty: 3090.123291
	Iteration 33Q: 3 clusters Score -1464001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1464012.625000 Penalty: 3090.123291
	Iteration 34Q: 3 clusters Score -1464013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1464023.750000 Penalty: 3090.123291
	Iteration 35Q: 3 clusters Score -1464024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1464027.625000 Penalty: 3090.123291
	Iteration 36Q: 3 clusters Score -1464028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1464037.375000 Penalty: 3090.123291
	Iteration 37Q: 3 clusters Score -1464037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1464045.125000 Penalty: 3090.123291
	Iteration 38Q: 3 clusters Score -1464045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1464047.625000 Penalty: 3090.123291
	Iteration 39Q: 3 clusters Score -1464048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1464055.125000 Penalty: 3090.123291
	Iteration 40F: 3 clusters Score -1464055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1464058.875000 Penalty: 3090.123291
	Iteration 41Q: 3 clusters Score -1464059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1464062.375000 Penalty: 3090.123291
	Iteration 42Q: 3 clusters Score -1464062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1464065.000000 Penalty: 3090.123291
	Iteration 43Q: 3 clusters Score -1464065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1464065.000000 Penalty: 3090.123291
	Iteration 44F: 3 clusters Score -1464065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1362505.500000 Penalty: 1540.758057
	Iteration 0F: 2 clusters Score -1362506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1353432.125000 Penalty: 3081.516113
	Iteration 0F: 3 clusters Score -1353432 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1356479.750000 Penalty: 3081.516113
	Iteration 1F: 3 clusters Score -1356480 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1356810.875000 Penalty: 3081.516113
	Iteration 2F: 3 clusters Score -1356811 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1357131.875000 Penalty: 3081.516113
	Iteration 3F: 3 clusters Score -1357132 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1357543.500000 Penalty: 3081.516113
	Iteration 4Q: 3 clusters Score -1357544 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1358009.000000 Penalty: 3081.516113
	Iteration 5Q: 3 clusters Score -1358009 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1358481.750000 Penalty: 3081.516113
	Iteration 6F: 3 clusters Score -1358482 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1358901.625000 Penalty: 3081.516113
	Iteration 7F: 3 clusters Score -1358902 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1359238.250000 Penalty: 3081.516113
	Iteration 8Q: 3 clusters Score -1359238 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1359550.875000 Penalty: 3081.516113
	Iteration 9Q: 3 clusters Score -1359551 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1359848.000000 Penalty: 3081.516113
	Iteration 10Q: 3 clusters Score -1359848 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1360107.250000 Penalty: 3081.516113
	Iteration 11Q: 3 clusters Score -1360107 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1360305.500000 Penalty: 3081.516113
	Iteration 12Q: 3 clusters Score -1360306 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1360478.250000 Penalty: 3081.516113
	Iteration 13Q: 3 clusters Score -1360478 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1360629.375000 Penalty: 3081.516113
	Iteration 14Q: 3 clusters Score -1360629 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1360754.875000 Penalty: 3081.516113
	Iteration 15Q: 3 clusters Score -1360755 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1360838.500000 Penalty: 3081.516113
	Iteration 16Q: 3 clusters Score -1360838 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1360923.750000 Penalty: 3081.516113
	Iteration 17Q: 3 clusters Score -1360924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1360992.625000 Penalty: 3081.516113
	Iteration 18Q: 3 clusters Score -1360993 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1361045.875000 Penalty: 3081.516113
	Iteration 19Q: 3 clusters Score -1361046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1361095.875000 Penalty: 3081.516113
	Iteration 20F: 3 clusters Score -1361096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1361125.875000 Penalty: 3081.516113
	Iteration 21Q: 3 clusters Score -1361126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1361144.250000 Penalty: 3081.516113
	Iteration 22Q: 3 clusters Score -1361144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1361160.625000 Penalty: 3081.516113
	Iteration 23Q: 3 clusters Score -1361161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1361169.000000 Penalty: 3081.516113
	Iteration 24Q: 3 clusters Score -1361169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1361174.125000 Penalty: 3081.516113
	Iteration 25Q: 3 clusters Score -1361174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1361187.375000 Penalty: 3081.516113
	Iteration 26Q: 3 clusters Score -1361187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1361193.875000 Penalty: 3081.516113
	Iteration 27Q: 3 clusters Score -1361194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1361201.750000 Penalty: 3081.516113
	Iteration 28Q: 3 clusters Score -1361202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1361206.250000 Penalty: 3081.516113
	Iteration 29Q: 3 clusters Score -1361206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1361209.500000 Penalty: 3081.516113
	Iteration 30Q: 3 clusters Score -1361210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1361216.250000 Penalty: 3081.516113
	Iteration 31Q: 3 clusters Score -1361216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1361218.750000 Penalty: 3081.516113
	Iteration 32Q: 3 clusters Score -1361219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1361220.875000 Penalty: 3081.516113
	Iteration 33Q: 3 clusters Score -1361221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1361222.125000 Penalty: 3081.516113
	Iteration 34Q: 3 clusters Score -1361222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1361224.875000 Penalty: 3081.516113
	Iteration 35Q: 3 clusters Score -1361225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1361228.375000 Penalty: 3081.516113
	Iteration 36Q: 3 clusters Score -1361228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1361229.500000 Penalty: 3081.516113
	Iteration 37Q: 3 clusters Score -1361230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1361232.625000 Penalty: 3081.516113
	Iteration 38Q: 3 clusters Score -1361233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1361230.625000 Penalty: 3081.516113
	Iteration 39Q: 3 clusters Score -1361231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1361230.625000 Penalty: 3081.516113
	Iteration 40F: 3 clusters Score -1361231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1388358.250000 Penalty: 1536.069946
	Iteration 0F: 2 clusters Score -1388358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1379402.625000 Penalty: 3072.139893
	Iteration 0F: 3 clusters Score -1379403 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1382497.000000 Penalty: 3072.139893
	Iteration 1F: 3 clusters Score -1382497 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1382775.875000 Penalty: 3072.139893
	Iteration 2F: 3 clusters Score -1382776 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1382992.875000 Penalty: 3072.139893
	Iteration 3Q: 3 clusters Score -1382993 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1383139.500000 Penalty: 3072.139893
	Iteration 4Q: 3 clusters Score -1383140 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1383272.750000 Penalty: 3072.139893
	Iteration 5Q: 3 clusters Score -1383273 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1383376.875000 Penalty: 3072.139893
	Iteration 6Q: 3 clusters Score -1383377 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1383491.000000 Penalty: 3072.139893
	Iteration 7Q: 3 clusters Score -1383491 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1383635.125000 Penalty: 3072.139893
	Iteration 8Q: 3 clusters Score -1383635 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1383847.000000 Penalty: 3072.139893
	Iteration 9Q: 3 clusters Score -1383847 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1384126.875000 Penalty: 3072.139893
	Iteration 10Q: 3 clusters Score -1384127 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1384486.625000 Penalty: 3072.139893
	Iteration 11Q: 3 clusters Score -1384487 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1384920.000000 Penalty: 3072.139893
	Iteration 12Q: 3 clusters Score -1384920 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1385279.500000 Penalty: 3072.139893
	Iteration 13Q: 3 clusters Score -1385280 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1385568.375000 Penalty: 3072.139893
	Iteration 14Q: 3 clusters Score -1385568 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1385777.500000 Penalty: 3072.139893
	Iteration 15Q: 3 clusters Score -1385778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1385971.625000 Penalty: 3072.139893
	Iteration 16Q: 3 clusters Score -1385972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1386142.500000 Penalty: 3072.139893
	Iteration 17Q: 3 clusters Score -1386142 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1386269.250000 Penalty: 3072.139893
	Iteration 18Q: 3 clusters Score -1386269 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1386385.125000 Penalty: 3072.139893
	Iteration 19Q: 3 clusters Score -1386385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1386484.875000 Penalty: 3072.139893
	Iteration 20F: 3 clusters Score -1386485 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1386586.500000 Penalty: 3072.139893
	Iteration 21Q: 3 clusters Score -1386586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1386677.750000 Penalty: 3072.139893
	Iteration 22Q: 3 clusters Score -1386678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1386760.125000 Penalty: 3072.139893
	Iteration 23Q: 3 clusters Score -1386760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1386815.500000 Penalty: 3072.139893
	Iteration 24Q: 3 clusters Score -1386816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1386846.375000 Penalty: 3072.139893
	Iteration 25Q: 3 clusters Score -1386846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1386877.625000 Penalty: 3072.139893
	Iteration 26Q: 3 clusters Score -1386878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1386904.250000 Penalty: 3072.139893
	Iteration 27Q: 3 clusters Score -1386904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1386925.625000 Penalty: 3072.139893
	Iteration 28Q: 3 clusters Score -1386926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1386936.750000 Penalty: 3072.139893
	Iteration 29Q: 3 clusters Score -1386937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1386951.750000 Penalty: 3072.139893
	Iteration 30Q: 3 clusters Score -1386952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1386967.625000 Penalty: 3072.139893
	Iteration 31Q: 3 clusters Score -1386968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1386980.750000 Penalty: 3072.139893
	Iteration 32Q: 3 clusters Score -1386981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1386989.375000 Penalty: 3072.139893
	Iteration 33Q: 3 clusters Score -1386989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1386997.000000 Penalty: 3072.139893
	Iteration 34Q: 3 clusters Score -1386997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1387002.000000 Penalty: 3072.139893
	Iteration 35Q: 3 clusters Score -1387002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1387006.500000 Penalty: 3072.139893
	Iteration 36Q: 3 clusters Score -1387006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1387008.125000 Penalty: 3072.139893
	Iteration 37Q: 3 clusters Score -1387008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1387011.125000 Penalty: 3072.139893
	Iteration 38Q: 3 clusters Score -1387011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1387014.000000 Penalty: 3072.139893
	Iteration 39Q: 3 clusters Score -1387014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1387021.375000 Penalty: 3072.139893
	Iteration 40F: 3 clusters Score -1387021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1387024.625000 Penalty: 3072.139893
	Iteration 41Q: 3 clusters Score -1387025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1387026.125000 Penalty: 3072.139893
	Iteration 42Q: 3 clusters Score -1387026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1387026.875000 Penalty: 3072.139893
	Iteration 43Q: 3 clusters Score -1387027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1387034.250000 Penalty: 3072.139893
	Iteration 44Q: 3 clusters Score -1387034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1387037.125000 Penalty: 3072.139893
	Iteration 45Q: 3 clusters Score -1387037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1387039.625000 Penalty: 3072.139893
	Iteration 46Q: 3 clusters Score -1387040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1387046.125000 Penalty: 3072.139893
	Iteration 47Q: 3 clusters Score -1387046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1387049.500000 Penalty: 3072.139893
	Iteration 48Q: 3 clusters Score -1387050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1387051.875000 Penalty: 3072.139893
	Iteration 49Q: 3 clusters Score -1387052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1387053.000000 Penalty: 3072.139893
	Iteration 50Q: 3 clusters Score -1387053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1387053.000000 Penalty: 3072.139893
	Iteration 51F: 3 clusters Score -1387053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Entering Unmasked Estep 
Score: -1505936.250000 Penalty: 1549.066040
	Iteration 0F: 2 clusters Score -1505936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1496293.000000 Penalty: 3098.132080
	Iteration 0F: 3 clusters Score -1496293 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1499467.875000 Penalty: 3098.132080
	Iteration 1F: 3 clusters Score -1499468 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1499698.250000 Penalty: 3098.132080
	Iteration 2F: 3 clusters Score -1499698 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1499887.750000 Penalty: 3098.132080
	Iteration 3Q: 3 clusters Score -1499888 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1500042.625000 Penalty: 3098.132080
	Iteration 4Q: 3 clusters Score -1500043 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1500164.875000 Penalty: 3098.132080
	Iteration 5Q: 3 clusters Score -1500165 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1500256.375000 Penalty: 3098.132080
	Iteration 6Q: 3 clusters Score -1500256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1500370.000000 Penalty: 3098.132080
	Iteration 7Q: 3 clusters Score -1500370 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1500478.000000 Penalty: 3098.132080
	Iteration 8Q: 3 clusters Score -1500478 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1500607.500000 Penalty: 3098.132080
	Iteration 9Q: 3 clusters Score -1500608 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1500739.250000 Penalty: 3098.132080
	Iteration 10Q: 3 clusters Score -1500739 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1500908.250000 Penalty: 3098.132080
	Iteration 11Q: 3 clusters Score -1500908 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1501136.750000 Penalty: 3098.132080
	Iteration 12Q: 3 clusters Score -1501137 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1501453.125000 Penalty: 3098.132080
	Iteration 13Q: 3 clusters Score -1501453 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1501847.375000 Penalty: 3098.132080
	Iteration 14Q: 3 clusters Score -1501847 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1502287.000000 Penalty: 3098.132080
	Iteration 15Q: 3 clusters Score -1502287 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1502661.375000 Penalty: 3098.132080
	Iteration 16Q: 3 clusters Score -1502661 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1502915.875000 Penalty: 3098.132080
	Iteration 17Q: 3 clusters Score -1502916 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1503090.875000 Penalty: 3098.132080
	Iteration 18Q: 3 clusters Score -1503091 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1503224.625000 Penalty: 3098.132080
	Iteration 19Q: 3 clusters Score -1503225 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1503340.500000 Penalty: 3098.132080
	Iteration 20F: 3 clusters Score -1503340 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1503460.375000 Penalty: 3098.132080
	Iteration 21Q: 3 clusters Score -1503460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1503568.875000 Penalty: 3098.132080
	Iteration 22Q: 3 clusters Score -1503569 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1503672.500000 Penalty: 3098.132080
	Iteration 23Q: 3 clusters Score -1503672 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1503778.875000 Penalty: 3098.132080
	Iteration 24Q: 3 clusters Score -1503779 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1503857.750000 Penalty: 3098.132080
	Iteration 25Q: 3 clusters Score -1503858 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1503939.250000 Penalty: 3098.132080
	Iteration 26Q: 3 clusters Score -1503939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1504004.000000 Penalty: 3098.132080
	Iteration 27Q: 3 clusters Score -1504004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1504071.250000 Penalty: 3098.132080
	Iteration 28Q: 3 clusters Score -1504071 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1504128.000000 Penalty: 3098.132080
	Iteration 29Q: 3 clusters Score -1504128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1504185.125000 Penalty: 3098.132080
	Iteration 30Q: 3 clusters Score -1504185 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1504229.000000 Penalty: 3098.132080
	Iteration 31Q: 3 clusters Score -1504229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1504265.750000 Penalty: 3098.132080
	Iteration 32Q: 3 clusters Score -1504266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1504306.500000 Penalty: 3098.132080
	Iteration 33Q: 3 clusters Score -1504306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1504333.750000 Penalty: 3098.132080
	Iteration 34Q: 3 clusters Score -1504334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1504368.625000 Penalty: 3098.132080
	Iteration 35Q: 3 clusters Score -1504369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1504392.500000 Penalty: 3098.132080
	Iteration 36Q: 3 clusters Score -1504392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1504413.875000 Penalty: 3098.132080
	Iteration 37Q: 3 clusters Score -1504414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1504436.375000 Penalty: 3098.132080
	Iteration 38Q: 3 clusters Score -1504436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1504455.250000 Penalty: 3098.132080
	Iteration 39Q: 3 clusters Score -1504455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1504470.125000 Penalty: 3098.132080
	Iteration 40F: 3 clusters Score -1504470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1504502.125000 Penalty: 3098.132080
	Iteration 41Q: 3 clusters Score -1504502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1504528.750000 Penalty: 3098.132080
	Iteration 42Q: 3 clusters Score -1504529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1504551.250000 Penalty: 3098.132080
	Iteration 43Q: 3 clusters Score -1504551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1504572.250000 Penalty: 3098.132080
	Iteration 44Q: 3 clusters Score -1504572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1504599.125000 Penalty: 3098.132080
	Iteration 45Q: 3 clusters Score -1504599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1504616.625000 Penalty: 3098.132080
	Iteration 46Q: 3 clusters Score -1504617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1504634.750000 Penalty: 3098.132080
	Iteration 47Q: 3 clusters Score -1504635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1504643.750000 Penalty: 3098.132080
	Iteration 48Q: 3 clusters Score -1504644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1504653.750000 Penalty: 3098.132080
	Iteration 49Q: 3 clusters Score -1504654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1504670.625000 Penalty: 3098.132080
	Iteration 50Q: 3 clusters Score -1504671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1504679.875000 Penalty: 3098.132080
	Iteration 51Q: 3 clusters Score -1504680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1504686.125000 Penalty: 3098.132080
	Iteration 52Q: 3 clusters Score -1504686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1504696.125000 Penalty: 3098.132080
	Iteration 53Q: 3 clusters Score -1504696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1504702.625000 Penalty: 3098.132080
	Iteration 54Q: 3 clusters Score -1504703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1504703.375000 Penalty: 3098.132080
	Iteration 55Q: 3 clusters Score -1504703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1504707.500000 Penalty: 3098.132080
	Iteration 56Q: 3 clusters Score -1504708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1504707.250000 Penalty: 3098.132080
	Iteration 57Q: 3 clusters Score -1504707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1504708.375000 Penalty: 3098.132080
	Iteration 58Q: 3 clusters Score -1504708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1504709.125000 Penalty: 3098.132080
	Iteration 59Q: 3 clusters Score -1504709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1504712.250000 Penalty: 3098.132080
	Iteration 60F: 3 clusters Score -1504712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1504717.000000 Penalty: 3098.132080
	Iteration 61Q: 3 clusters Score -1504717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1504720.500000 Penalty: 3098.132080
	Iteration 62Q: 3 clusters Score -1504720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1504721.375000 Penalty: 3098.132080
	Iteration 63Q: 3 clusters Score -1504721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1504721.250000 Penalty: 3098.132080
	Iteration 64Q: 3 clusters Score -1504721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1504724.625000 Penalty: 3098.132080
	Iteration 65Q: 3 clusters Score -1504725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1504721.500000 Penalty: 3098.132080
	Iteration 66Q: 3 clusters Score -1504722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1504725.375000 Penalty: 3098.132080
	Iteration 67Q: 3 clusters Score -1504725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1504724.625000 Penalty: 3098.132080
	Iteration 68Q: 3 clusters Score -1504725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1504723.750000 Penalty: 3098.132080
	Iteration 69Q: 3 clusters Score -1504724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1504725.000000 Penalty: 3098.132080
	Iteration 70Q: 3 clusters Score -1504725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1504726.500000 Penalty: 3098.132080
	Iteration 71Q: 3 clusters Score -1504726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1504729.250000 Penalty: 3098.132080
	Iteration 72Q: 3 clusters Score -1504729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1504734.125000 Penalty: 3098.132080
	Iteration 73Q: 3 clusters Score -1504734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1504735.125000 Penalty: 3098.132080
	Iteration 74Q: 3 clusters Score -1504735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1504735.000000 Penalty: 3098.132080
	Iteration 75Q: 3 clusters Score -1504735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1504736.875000 Penalty: 3098.132080
	Iteration 76Q: 3 clusters Score -1504737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1504737.250000 Penalty: 3098.132080
	Iteration 77Q: 3 clusters Score -1504737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1504738.875000 Penalty: 3098.132080
	Iteration 78Q: 3 clusters Score -1504739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1504740.125000 Penalty: 3098.132080
	Iteration 79Q: 3 clusters Score -1504740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1504740.375000 Penalty: 3098.132080
	Iteration 80F: 3 clusters Score -1504740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1504742.625000 Penalty: 3098.132080
	Iteration 81Q: 3 clusters Score -1504743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1504743.250000 Penalty: 3098.132080
	Iteration 82Q: 3 clusters Score -1504743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1504744.000000 Penalty: 3098.132080
	Iteration 83Q: 3 clusters Score -1504744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1504746.125000 Penalty: 3098.132080
	Iteration 84Q: 3 clusters Score -1504746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1504750.000000 Penalty: 3098.132080
	Iteration 85Q: 3 clusters Score -1504750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1504756.625000 Penalty: 3098.132080
	Iteration 86Q: 3 clusters Score -1504757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1504757.125000 Penalty: 3098.132080
	Iteration 87Q: 3 clusters Score -1504757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1504757.375000 Penalty: 3098.132080
	Iteration 88Q: 3 clusters Score -1504757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1504759.000000 Penalty: 3098.132080
	Iteration 89Q: 3 clusters Score -1504759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1504759.000000 Penalty: 3098.132080
	Iteration 90F: 3 clusters Score -1504759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Entering Unmasked Estep 
Score: -5992924.500000 Penalty: 1780.316528
	Iteration 0F: 2 clusters Score -5992924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -5954600.000000 Penalty: 3560.633057
	Iteration 0F: 3 clusters Score -5954600 nChanged 27035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -5970124.000000 Penalty: 3560.633057
	Iteration 1F: 3 clusters Score -5970124 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5970664.500000 Penalty: 3560.633057
	Iteration 2Q: 3 clusters Score -5970664 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5971178.500000 Penalty: 3560.633057
	Iteration 3Q: 3 clusters Score -5971178 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -5971903.000000 Penalty: 3560.633057
	Iteration 4Q: 3 clusters Score -5971903 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5972931.500000 Penalty: 3560.633057
	Iteration 5Q: 3 clusters Score -5972932 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -5974290.000000 Penalty: 3560.633057
	Iteration 6Q: 3 clusters Score -5974290 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -5976219.500000 Penalty: 3560.633057
	Iteration 7F: 3 clusters Score -5976220 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5978722.500000 Penalty: 3560.633057
	Iteration 8F: 3 clusters Score -5978722 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5981192.000000 Penalty: 3560.633057
	Iteration 9F: 3 clusters Score -5981192 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5983268.000000 Penalty: 3560.633057
	Iteration 10Q: 3 clusters Score -5983268 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5984767.500000 Penalty: 3560.633057
	Iteration 11Q: 3 clusters Score -5984768 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5986092.000000 Penalty: 3560.633057
	Iteration 12Q: 3 clusters Score -5986092 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -5987379.500000 Penalty: 3560.633057
	Iteration 13Q: 3 clusters Score -5987380 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -5988555.500000 Penalty: 3560.633057
	Iteration 14Q: 3 clusters Score -5988556 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -5989528.500000 Penalty: 3560.633057
	Iteration 15Q: 3 clusters Score -5989528 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -5990296.000000 Penalty: 3560.633057
	Iteration 16Q: 3 clusters Score -5990296 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -5990787.500000 Penalty: 3560.633057
	Iteration 17Q: 3 clusters Score -5990788 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -5991095.000000 Penalty: 3560.633057
	Iteration 18Q: 3 clusters Score -5991095 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5991345.500000 Penalty: 3560.633057
	Iteration 19Q: 3 clusters Score -5991346 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -5991524.500000 Penalty: 3560.633057
	Iteration 20F: 3 clusters Score -5991524 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -5991653.500000 Penalty: 3560.633057
	Iteration 21Q: 3 clusters Score -5991654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -5991729.500000 Penalty: 3560.633057
	Iteration 22Q: 3 clusters Score -5991730 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -5991771.500000 Penalty: 3560.633057
	Iteration 23Q: 3 clusters Score -5991772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -5991814.000000 Penalty: 3560.633057
	Iteration 24Q: 3 clusters Score -5991814 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -5991850.500000 Penalty: 3560.633057
	Iteration 25Q: 3 clusters Score -5991850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -5991882.500000 Penalty: 3560.633057
	Iteration 26Q: 3 clusters Score -5991882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -5991922.500000 Penalty: 3560.633057
	Iteration 27Q: 3 clusters Score -5991922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -5991942.500000 Penalty: 3560.633057
	Iteration 28Q: 3 clusters Score -5991942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -5991946.500000 Penalty: 3560.633057
	Iteration 29Q: 3 clusters Score -5991946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -5991959.000000 Penalty: 3560.633057
	Iteration 30Q: 3 clusters Score -5991959 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -5991965.500000 Penalty: 3560.633057
	Iteration 31Q: 3 clusters Score -5991966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -5991991.000000 Penalty: 3560.633057
	Iteration 32Q: 3 clusters Score -5991991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -5991991.500000 Penalty: 3560.633057
	Iteration 33Q: 3 clusters Score -5991992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -5992002.500000 Penalty: 3560.633057
	Iteration 34Q: 3 clusters Score -5992002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -5992012.000000 Penalty: 3560.633057
	Iteration 35Q: 3 clusters Score -5992012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -5992006.500000 Penalty: 3560.633057
	Iteration 36Q: 3 clusters Score -5992006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5992007.000000 Penalty: 3560.633057
	Iteration 37Q: 3 clusters Score -5992007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -5992006.000000 Penalty: 3560.633057
	Iteration 38Q: 3 clusters Score -5992006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -5992012.000000 Penalty: 3560.633057
	Iteration 39Q: 3 clusters Score -5992012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -5992015.000000 Penalty: 3560.633057
	Iteration 40F: 3 clusters Score -5992015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -5992033.000000 Penalty: 3560.633057
	Iteration 41Q: 3 clusters Score -5992033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -5992027.500000 Penalty: 3560.633057
	Iteration 42Q: 3 clusters Score -5992028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -5992023.500000 Penalty: 3560.633057
	Iteration 43Q: 3 clusters Score -5992024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5992028.000000 Penalty: 3560.633057
	Iteration 44Q: 3 clusters Score -5992028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -5992026.500000 Penalty: 3560.633057
	Iteration 45Q: 3 clusters Score -5992026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5992027.500000 Penalty: 3560.633057
	Iteration 46Q: 3 clusters Score -5992028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -5992021.500000 Penalty: 3560.633057
	Iteration 47Q: 3 clusters Score -5992022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -5992028.000000 Penalty: 3560.633057
	Iteration 48Q: 3 clusters Score -5992028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -5992031.000000 Penalty: 3560.633057
	Iteration 49Q: 3 clusters Score -5992031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -5992030.500000 Penalty: 3560.633057
	Iteration 50Q: 3 clusters Score -5992030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -5992022.500000 Penalty: 3560.633057
	Iteration 51Q: 3 clusters Score -5992022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5992025.000000 Penalty: 3560.633057
	Iteration 52Q: 3 clusters Score -5992025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -5992021.000000 Penalty: 3560.633057
	Iteration 53Q: 3 clusters Score -5992021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -5992031.000000 Penalty: 3560.633057
	Iteration 54Q: 3 clusters Score -5992031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -5992031.000000 Penalty: 3560.633057
	Iteration 55Q: 3 clusters Score -5992031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -5992033.500000 Penalty: 3560.633057
	Iteration 56Q: 3 clusters Score -5992034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5992031.500000 Penalty: 3560.633057
	Iteration 57Q: 3 clusters Score -5992032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -5992032.500000 Penalty: 3560.633057
	Iteration 58Q: 3 clusters Score -5992032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -5992032.500000 Penalty: 3560.633057
	Iteration 59F: 3 clusters Score -5992032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Entering Unmasked Estep 
Score: -820164.625000 Penalty: 1459.441528
	Iteration 0F: 2 clusters Score -820164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -814293.000000 Penalty: 2918.883057
	Iteration 0F: 3 clusters Score -814293 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -816057.812500 Penalty: 2918.883057
	Iteration 1F: 3 clusters Score -816057.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -816306.812500 Penalty: 2918.883057
	Iteration 2F: 3 clusters Score -816306.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -816556.750000 Penalty: 2918.883057
	Iteration 3F: 3 clusters Score -816556.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -816818.312500 Penalty: 2918.883057
	Iteration 4F: 3 clusters Score -816818.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -817089.375000 Penalty: 2918.883057
	Iteration 5F: 3 clusters Score -817089.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -817411.625000 Penalty: 2918.883057
	Iteration 6F: 3 clusters Score -817411.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -817771.312500 Penalty: 2918.883057
	Iteration 7F: 3 clusters Score -817771.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -818138.250000 Penalty: 2918.883057
	Iteration 8F: 3 clusters Score -818138.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -818421.625000 Penalty: 2918.883057
	Iteration 9F: 3 clusters Score -818421.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -818601.187500 Penalty: 2918.883057
	Iteration 10Q: 3 clusters Score -818601.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -818740.312500 Penalty: 2918.883057
	Iteration 11Q: 3 clusters Score -818740.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -818840.187500 Penalty: 2918.883057
	Iteration 12Q: 3 clusters Score -818840.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -818917.625000 Penalty: 2918.883057
	Iteration 13Q: 3 clusters Score -818917.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -818988.750000 Penalty: 2918.883057
	Iteration 14Q: 3 clusters Score -818988.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -819046.187500 Penalty: 2918.883057
	Iteration 15Q: 3 clusters Score -819046.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -819095.625000 Penalty: 2918.883057
	Iteration 16Q: 3 clusters Score -819095.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -819136.937500 Penalty: 2918.883057
	Iteration 17Q: 3 clusters Score -819136.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -819171.687500 Penalty: 2918.883057
	Iteration 18Q: 3 clusters Score -819171.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -819191.562500 Penalty: 2918.883057
	Iteration 19Q: 3 clusters Score -819191.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -819207.687500 Penalty: 2918.883057
	Iteration 20F: 3 clusters Score -819207.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -819219.937500 Penalty: 2918.883057
	Iteration 21Q: 3 clusters Score -819219.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -819233.937500 Penalty: 2918.883057
	Iteration 22Q: 3 clusters Score -819233.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -819243.687500 Penalty: 2918.883057
	Iteration 23Q: 3 clusters Score -819243.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -819250.187500 Penalty: 2918.883057
	Iteration 24Q: 3 clusters Score -819250.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -819254.687500 Penalty: 2918.883057
	Iteration 25Q: 3 clusters Score -819254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -819259.812500 Penalty: 2918.883057
	Iteration 26Q: 3 clusters Score -819259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -819264.375000 Penalty: 2918.883057
	Iteration 27Q: 3 clusters Score -819264.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -819265.500000 Penalty: 2918.883057
	Iteration 28Q: 3 clusters Score -819265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -819269.875000 Penalty: 2918.883057
	Iteration 29Q: 3 clusters Score -819269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -819277.875000 Penalty: 2918.883057
	Iteration 30Q: 3 clusters Score -819277.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -819278.125000 Penalty: 2918.883057
	Iteration 31Q: 3 clusters Score -819278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -819278.187500 Penalty: 2918.883057
	Iteration 32Q: 3 clusters Score -819278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -819279.812500 Penalty: 2918.883057
	Iteration 33Q: 3 clusters Score -819279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -819279.625000 Penalty: 2918.883057
	Iteration 34Q: 3 clusters Score -819279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -819280.625000 Penalty: 2918.883057
	Iteration 35Q: 3 clusters Score -819280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -819282.125000 Penalty: 2918.883057
	Iteration 36Q: 3 clusters Score -819282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -819282.500000 Penalty: 2918.883057
	Iteration 37Q: 3 clusters Score -819282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -819284.312500 Penalty: 2918.883057
	Iteration 38Q: 3 clusters Score -819284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -819284.125000 Penalty: 2918.883057
	Iteration 39Q: 3 clusters Score -819284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -819285.062500 Penalty: 2918.883057
	Iteration 40F: 3 clusters Score -819285.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16960.976562 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16960.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17062.095703 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17095.466797 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -17095.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17105.929688 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17105.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17128.275391 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17128.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17132.007812 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -17132.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17133.173828 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -17133.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17133.173828 Penalty: 1734.699951
	Iteration 7F: 3 clusters Score -17133.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -402677.156250 Penalty: 1353.137573
	Iteration 0F: 2 clusters Score -402677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -399241.968750 Penalty: 2706.275146
	Iteration 0F: 3 clusters Score -399242 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -400297.406250 Penalty: 2706.275146
	Iteration 1F: 3 clusters Score -400297.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -400596.406250 Penalty: 2706.275146
	Iteration 2F: 3 clusters Score -400596.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -400794.656250 Penalty: 2706.275146
	Iteration 3F: 3 clusters Score -400794.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -400940.781250 Penalty: 2706.275146
	Iteration 4F: 3 clusters Score -400940.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -401051.781250 Penalty: 2706.275146
	Iteration 5Q: 3 clusters Score -401051.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -401123.593750 Penalty: 2706.275146
	Iteration 6Q: 3 clusters Score -401123.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -401179.031250 Penalty: 2706.275146
	Iteration 7Q: 3 clusters Score -401179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -401232.531250 Penalty: 2706.275146
	Iteration 8Q: 3 clusters Score -401232.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -401276.031250 Penalty: 2706.275146
	Iteration 9Q: 3 clusters Score -401276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -401316.125000 Penalty: 2706.275146
	Iteration 10Q: 3 clusters Score -401316.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -401355.031250 Penalty: 2706.275146
	Iteration 11Q: 3 clusters Score -401355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -401385.812500 Penalty: 2706.275146
	Iteration 12Q: 3 clusters Score -401385.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -401412.656250 Penalty: 2706.275146
	Iteration 13Q: 3 clusters Score -401412.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -401429.843750 Penalty: 2706.275146
	Iteration 14Q: 3 clusters Score -401429.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -401439.750000 Penalty: 2706.275146
	Iteration 15Q: 3 clusters Score -401439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -401453.875000 Penalty: 2706.275146
	Iteration 16Q: 3 clusters Score -401453.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -401468.375000 Penalty: 2706.275146
	Iteration 17Q: 3 clusters Score -401468.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -401481.781250 Penalty: 2706.275146
	Iteration 18Q: 3 clusters Score -401481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -401496.343750 Penalty: 2706.275146
	Iteration 19Q: 3 clusters Score -401496.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -401510.718750 Penalty: 2706.275146
	Iteration 20F: 3 clusters Score -401510.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -401522.656250 Penalty: 2706.275146
	Iteration 21Q: 3 clusters Score -401522.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -401530.437500 Penalty: 2706.275146
	Iteration 22Q: 3 clusters Score -401530.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -401542.718750 Penalty: 2706.275146
	Iteration 23Q: 3 clusters Score -401542.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -401553.312500 Penalty: 2706.275146
	Iteration 24Q: 3 clusters Score -401553.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -401560.281250 Penalty: 2706.275146
	Iteration 25Q: 3 clusters Score -401560.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -401568.656250 Penalty: 2706.275146
	Iteration 26Q: 3 clusters Score -401568.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -401577.937500 Penalty: 2706.275146
	Iteration 27Q: 3 clusters Score -401577.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -401585.875000 Penalty: 2706.275146
	Iteration 28Q: 3 clusters Score -401585.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -401592.156250 Penalty: 2706.275146
	Iteration 29Q: 3 clusters Score -401592.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -401601.781250 Penalty: 2706.275146
	Iteration 30Q: 3 clusters Score -401601.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -401610.968750 Penalty: 2706.275146
	Iteration 31Q: 3 clusters Score -401611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -401617.812500 Penalty: 2706.275146
	Iteration 32Q: 3 clusters Score -401617.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -401625.593750 Penalty: 2706.275146
	Iteration 33Q: 3 clusters Score -401625.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -401634.656250 Penalty: 2706.275146
	Iteration 34Q: 3 clusters Score -401634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -401638.062500 Penalty: 2706.275146
	Iteration 35Q: 3 clusters Score -401638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -401642.843750 Penalty: 2706.275146
	Iteration 36Q: 3 clusters Score -401642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -401645.687500 Penalty: 2706.275146
	Iteration 37Q: 3 clusters Score -401645.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -401653.906250 Penalty: 2706.275146
	Iteration 38Q: 3 clusters Score -401653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -401659.812500 Penalty: 2706.275146
	Iteration 39Q: 3 clusters Score -401659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -401667.812500 Penalty: 2706.275146
	Iteration 40F: 3 clusters Score -401667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -401675.000000 Penalty: 2706.275146
	Iteration 41Q: 3 clusters Score -401675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -401681.593750 Penalty: 2706.275146
	Iteration 42Q: 3 clusters Score -401681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -401686.437500 Penalty: 2706.275146
	Iteration 43Q: 3 clusters Score -401686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -401688.281250 Penalty: 2706.275146
	Iteration 44Q: 3 clusters Score -401688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -401694.312500 Penalty: 2706.275146
	Iteration 45Q: 3 clusters Score -401694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -401697.000000 Penalty: 2706.275146
	Iteration 46Q: 3 clusters Score -401697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -401697.687500 Penalty: 2706.275146
	Iteration 47Q: 3 clusters Score -401697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -401700.312500 Penalty: 2706.275146
	Iteration 48Q: 3 clusters Score -401700.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -401702.000000 Penalty: 2706.275146
	Iteration 49Q: 3 clusters Score -401702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -401703.750000 Penalty: 2706.275146
	Iteration 50Q: 3 clusters Score -401703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -401704.312500 Penalty: 2706.275146
	Iteration 51Q: 3 clusters Score -401704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -401704.781250 Penalty: 2706.275146
	Iteration 52Q: 3 clusters Score -401704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -401705.687500 Penalty: 2706.275146
	Iteration 53Q: 3 clusters Score -401705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -401706.437500 Penalty: 2706.275146
	Iteration 54Q: 3 clusters Score -401706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -401705.750000 Penalty: 2706.275146
	Iteration 55Q: 3 clusters Score -401705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -401705.750000 Penalty: 2706.275146
	Iteration 56F: 3 clusters Score -401705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Entering Unmasked Estep 
Score: -15895023.000000 Penalty: 1935.574097
	Iteration 0F: 2 clusters Score -1.589502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -15795689.000000 Penalty: 3871.148193
	Iteration 0F: 3 clusters Score -1.579569e+07 nChanged 71539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -15838448.000000 Penalty: 3871.148193
	Iteration 1F: 3 clusters Score -1.583845e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -15840561.000000 Penalty: 3871.148193
	Iteration 2Q: 3 clusters Score -1.584056e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -15843728.000000 Penalty: 3871.148193
	Iteration 3Q: 3 clusters Score -1.584373e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -15848614.000000 Penalty: 3871.148193
	Iteration 4F: 3 clusters Score -1.584861e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74073 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -15855417.000000 Penalty: 3871.148193
	Iteration 5F: 3 clusters Score -1.585542e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -15864508.000000 Penalty: 3871.148193
	Iteration 6F: 3 clusters Score -1.586451e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -15873030.000000 Penalty: 3871.148193
	Iteration 7F: 3 clusters Score -1.587303e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -15877711.000000 Penalty: 3871.148193
	Iteration 8F: 3 clusters Score -1.587771e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -15879576.000000 Penalty: 3871.148193
	Iteration 9Q: 3 clusters Score -1.587958e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -15880701.000000 Penalty: 3871.148193
	Iteration 10Q: 3 clusters Score -1.58807e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -15881543.000000 Penalty: 3871.148193
	Iteration 11Q: 3 clusters Score -1.588154e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -15882107.000000 Penalty: 3871.148193
	Iteration 12Q: 3 clusters Score -1.588211e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -15882471.000000 Penalty: 3871.148193
	Iteration 13Q: 3 clusters Score -1.588247e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -15882852.000000 Penalty: 3871.148193
	Iteration 14Q: 3 clusters Score -1.588285e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -15883143.000000 Penalty: 3871.148193
	Iteration 15Q: 3 clusters Score -1.588314e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -15883344.000000 Penalty: 3871.148193
	Iteration 16Q: 3 clusters Score -1.588334e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -15883500.000000 Penalty: 3871.148193
	Iteration 17Q: 3 clusters Score -1.58835e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -15883624.000000 Penalty: 3871.148193
	Iteration 18Q: 3 clusters Score -1.588362e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -15883796.000000 Penalty: 3871.148193
	Iteration 19Q: 3 clusters Score -1.58838e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -15883968.000000 Penalty: 3871.148193
	Iteration 20F: 3 clusters Score -1.588397e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -15884136.000000 Penalty: 3871.148193
	Iteration 21Q: 3 clusters Score -1.588414e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -15884204.000000 Penalty: 3871.148193
	Iteration 22Q: 3 clusters Score -1.58842e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -15884326.000000 Penalty: 3871.148193
	Iteration 23Q: 3 clusters Score -1.588433e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -15884458.000000 Penalty: 3871.148193
	Iteration 24Q: 3 clusters Score -1.588446e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -15884644.000000 Penalty: 3871.148193
	Iteration 25Q: 3 clusters Score -1.588464e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -15884779.000000 Penalty: 3871.148193
	Iteration 26Q: 3 clusters Score -1.588478e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -15884910.000000 Penalty: 3871.148193
	Iteration 27Q: 3 clusters Score -1.588491e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -15885050.000000 Penalty: 3871.148193
	Iteration 28Q: 3 clusters Score -1.588505e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -15885288.000000 Penalty: 3871.148193
	Iteration 29Q: 3 clusters Score -1.588529e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -15885452.000000 Penalty: 3871.148193
	Iteration 30Q: 3 clusters Score -1.588545e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -15885623.000000 Penalty: 3871.148193
	Iteration 31Q: 3 clusters Score -1.588562e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -15885823.000000 Penalty: 3871.148193
	Iteration 32Q: 3 clusters Score -1.588582e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -15885962.000000 Penalty: 3871.148193
	Iteration 33Q: 3 clusters Score -1.588596e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -15886155.000000 Penalty: 3871.148193
	Iteration 34Q: 3 clusters Score -1.588616e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110504 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -15886316.000000 Penalty: 3871.148193
	Iteration 35Q: 3 clusters Score -1.588632e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -15886518.000000 Penalty: 3871.148193
	Iteration 36Q: 3 clusters Score -1.588652e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112850 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -15886759.000000 Penalty: 3871.148193
	Iteration 37Q: 3 clusters Score -1.588676e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114124 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -15886984.000000 Penalty: 3871.148193
	Iteration 38Q: 3 clusters Score -1.588698e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115396 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -15887263.000000 Penalty: 3871.148193
	Iteration 39Q: 3 clusters Score -1.588726e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -15887546.000000 Penalty: 3871.148193
	Iteration 40F: 3 clusters Score -1.588755e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -15887759.000000 Penalty: 3871.148193
	Iteration 41Q: 3 clusters Score -1.588776e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119319 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -15888068.000000 Penalty: 3871.148193
	Iteration 42Q: 3 clusters Score -1.588807e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120660 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -15888327.000000 Penalty: 3871.148193
	Iteration 43Q: 3 clusters Score -1.588833e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -15888529.000000 Penalty: 3871.148193
	Iteration 44Q: 3 clusters Score -1.588853e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -15888871.000000 Penalty: 3871.148193
	Iteration 45Q: 3 clusters Score -1.588887e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124626 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -15889134.000000 Penalty: 3871.148193
	Iteration 46Q: 3 clusters Score -1.588913e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -15889414.000000 Penalty: 3871.148193
	Iteration 47Q: 3 clusters Score -1.588941e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127225 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -15889769.000000 Penalty: 3871.148193
	Iteration 48Q: 3 clusters Score -1.588977e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -15890074.000000 Penalty: 3871.148193
	Iteration 49Q: 3 clusters Score -1.589007e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -15890391.000000 Penalty: 3871.148193
	Iteration 50Q: 3 clusters Score -1.589039e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130895 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -15890780.000000 Penalty: 3871.148193
	Iteration 51Q: 3 clusters Score -1.589078e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131993 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -15891027.000000 Penalty: 3871.148193
	Iteration 52Q: 3 clusters Score -1.589103e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -15891239.000000 Penalty: 3871.148193
	Iteration 53Q: 3 clusters Score -1.589124e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -15891437.000000 Penalty: 3871.148193
	Iteration 54Q: 3 clusters Score -1.589144e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -15891667.000000 Penalty: 3871.148193
	Iteration 55Q: 3 clusters Score -1.589167e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135771 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -15891893.000000 Penalty: 3871.148193
	Iteration 56Q: 3 clusters Score -1.589189e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -15892030.000000 Penalty: 3871.148193
	Iteration 57Q: 3 clusters Score -1.589203e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137474 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -15892210.000000 Penalty: 3871.148193
	Iteration 58Q: 3 clusters Score -1.589221e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138270 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -15892420.000000 Penalty: 3871.148193
	Iteration 59Q: 3 clusters Score -1.589242e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139050 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -15892647.000000 Penalty: 3871.148193
	Iteration 60F: 3 clusters Score -1.589265e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139788 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -15892830.000000 Penalty: 3871.148193
	Iteration 61Q: 3 clusters Score -1.589283e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140478 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -15893044.000000 Penalty: 3871.148193
	Iteration 62Q: 3 clusters Score -1.589304e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -15893124.000000 Penalty: 3871.148193
	Iteration 63Q: 3 clusters Score -1.589312e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -15893276.000000 Penalty: 3871.148193
	Iteration 64Q: 3 clusters Score -1.589328e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -15893383.000000 Penalty: 3871.148193
	Iteration 65Q: 3 clusters Score -1.589338e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -15893519.000000 Penalty: 3871.148193
	Iteration 66Q: 3 clusters Score -1.589352e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -15893590.000000 Penalty: 3871.148193
	Iteration 67Q: 3 clusters Score -1.589359e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -15893732.000000 Penalty: 3871.148193
	Iteration 68Q: 3 clusters Score -1.589373e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -15893875.000000 Penalty: 3871.148193
	Iteration 69Q: 3 clusters Score -1.589388e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -15893932.000000 Penalty: 3871.148193
	Iteration 70Q: 3 clusters Score -1.589393e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144667 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -15894035.000000 Penalty: 3871.148193
	Iteration 71Q: 3 clusters Score -1.589404e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -15894040.000000 Penalty: 3871.148193
	Iteration 72Q: 3 clusters Score -1.589404e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -15894111.000000 Penalty: 3871.148193
	Iteration 73Q: 3 clusters Score -1.589411e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -15894121.000000 Penalty: 3871.148193
	Iteration 74Q: 3 clusters Score -1.589412e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -15894125.000000 Penalty: 3871.148193
	Iteration 75Q: 3 clusters Score -1.589412e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145634 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -15894158.000000 Penalty: 3871.148193
	Iteration 76Q: 3 clusters Score -1.589416e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145748 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -15894156.000000 Penalty: 3871.148193
	Iteration 77Q: 3 clusters Score -1.589416e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -15894130.000000 Penalty: 3871.148193
	Iteration 78Q: 3 clusters Score -1.589413e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -15894117.000000 Penalty: 3871.148193
	Iteration 79Q: 3 clusters Score -1.589412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -15894126.000000 Penalty: 3871.148193
	Iteration 80F: 3 clusters Score -1.589413e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15894139.000000 Penalty: 3871.148193
	Iteration 81Q: 3 clusters Score -1.589414e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -15894141.000000 Penalty: 3871.148193
	Iteration 82Q: 3 clusters Score -1.589414e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -15894149.000000 Penalty: 3871.148193
	Iteration 83Q: 3 clusters Score -1.589415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -15894139.000000 Penalty: 3871.148193
	Iteration 84Q: 3 clusters Score -1.589414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15894139.000000 Penalty: 3871.148193
	Iteration 85Q: 3 clusters Score -1.589414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146286 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -15894143.000000 Penalty: 3871.148193
	Iteration 86Q: 3 clusters Score -1.589414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146318 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -15894133.000000 Penalty: 3871.148193
	Iteration 87Q: 3 clusters Score -1.589413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146346 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -15894120.000000 Penalty: 3871.148193
	Iteration 88Q: 3 clusters Score -1.589412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15894127.000000 Penalty: 3871.148193
	Iteration 89Q: 3 clusters Score -1.589413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15894126.000000 Penalty: 3871.148193
	Iteration 90Q: 3 clusters Score -1.589413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146400 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -15894128.000000 Penalty: 3871.148193
	Iteration 91Q: 3 clusters Score -1.589413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -15894124.000000 Penalty: 3871.148193
	Iteration 92Q: 3 clusters Score -1.589412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146425 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -15894130.000000 Penalty: 3871.148193
	Iteration 93Q: 3 clusters Score -1.589413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146443 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -15894132.000000 Penalty: 3871.148193
	Iteration 94Q: 3 clusters Score -1.589413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15894121.000000 Penalty: 3871.148193
	Iteration 95Q: 3 clusters Score -1.589412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15894113.000000 Penalty: 3871.148193
	Iteration 96Q: 3 clusters Score -1.589411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15894104.000000 Penalty: 3871.148193
	Iteration 97Q: 3 clusters Score -1.58941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146492 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -15894107.000000 Penalty: 3871.148193
	Iteration 98Q: 3 clusters Score -1.589411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -15894117.000000 Penalty: 3871.148193
	Iteration 99Q: 3 clusters Score -1.589412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -15894117.000000 Penalty: 3871.148193
	Iteration 100F: 3 clusters Score -1.589412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -15894121.000000 Penalty: 3871.148193
	Iteration 101Q: 3 clusters Score -1.589412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15894112.000000 Penalty: 3871.148193
	Iteration 102Q: 3 clusters Score -1.589411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146513 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15894114.000000 Penalty: 3871.148193
	Iteration 103Q: 3 clusters Score -1.589411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146515 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15894116.000000 Penalty: 3871.148193
	Iteration 104Q: 3 clusters Score -1.589412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15894124.000000 Penalty: 3871.148193
	Iteration 105Q: 3 clusters Score -1.589412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146522 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -15894129.000000 Penalty: 3871.148193
	Iteration 106Q: 3 clusters Score -1.589413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146524 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15894126.000000 Penalty: 3871.148193
	Iteration 107Q: 3 clusters Score -1.589413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -15894117.000000 Penalty: 3871.148193
	Iteration 108Q: 3 clusters Score -1.589412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -15894108.000000 Penalty: 3871.148193
	Iteration 109Q: 3 clusters Score -1.589411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146534 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -15894103.000000 Penalty: 3871.148193
	Iteration 110Q: 3 clusters Score -1.58941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15894103.000000 Penalty: 3871.148193
	Iteration 111Q: 3 clusters Score -1.58941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15894103.000000 Penalty: 3871.148193
	Iteration 112F: 3 clusters Score -1.58941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Entering Unmasked Estep 
Score: -2192950.250000 Penalty: 1608.575562
	Iteration 0F: 2 clusters Score -2192950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2179398.500000 Penalty: 3217.151123
	Iteration 0F: 3 clusters Score -2179398 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2184356.250000 Penalty: 3217.151123
	Iteration 1F: 3 clusters Score -2184356 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2184642.750000 Penalty: 3217.151123
	Iteration 2Q: 3 clusters Score -2184643 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2184963.750000 Penalty: 3217.151123
	Iteration 3Q: 3 clusters Score -2184964 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2185438.500000 Penalty: 3217.151123
	Iteration 4Q: 3 clusters Score -2185438 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2186097.250000 Penalty: 3217.151123
	Iteration 5F: 3 clusters Score -2186097 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2187077.750000 Penalty: 3217.151123
	Iteration 6F: 3 clusters Score -2187078 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2188344.250000 Penalty: 3217.151123
	Iteration 7F: 3 clusters Score -2188344 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2189670.000000 Penalty: 3217.151123
	Iteration 8F: 3 clusters Score -2189670 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2190639.250000 Penalty: 3217.151123
	Iteration 9Q: 3 clusters Score -2190639 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2191174.500000 Penalty: 3217.151123
	Iteration 10Q: 3 clusters Score -2191174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2191348.750000 Penalty: 3217.151123
	Iteration 11Q: 3 clusters Score -2191349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2191425.750000 Penalty: 3217.151123
	Iteration 12Q: 3 clusters Score -2191426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2191467.500000 Penalty: 3217.151123
	Iteration 13Q: 3 clusters Score -2191468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2191487.750000 Penalty: 3217.151123
	Iteration 14Q: 3 clusters Score -2191488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2191495.500000 Penalty: 3217.151123
	Iteration 15Q: 3 clusters Score -2191496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2191505.250000 Penalty: 3217.151123
	Iteration 16Q: 3 clusters Score -2191505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2191525.750000 Penalty: 3217.151123
	Iteration 17Q: 3 clusters Score -2191526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2191535.000000 Penalty: 3217.151123
	Iteration 18Q: 3 clusters Score -2191535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2191537.500000 Penalty: 3217.151123
	Iteration 19Q: 3 clusters Score -2191538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2191537.500000 Penalty: 3217.151123
	Iteration 20F: 3 clusters Score -2191538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152468 members 
Entering Unmasked Estep 
Score: -16319077.000000 Penalty: 1939.390259
	Iteration 0F: 2 clusters Score -1.631908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -16218281.000000 Penalty: 3878.780518
	Iteration 0F: 3 clusters Score -1.621828e+07 nChanged 73514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -16261786.000000 Penalty: 3878.780518
	Iteration 1F: 3 clusters Score -1.626179e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -16263055.000000 Penalty: 3878.780518
	Iteration 2Q: 3 clusters Score -1.626306e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -16265252.000000 Penalty: 3878.780518
	Iteration 3Q: 3 clusters Score -1.626525e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -16268062.000000 Penalty: 3878.780518
	Iteration 4Q: 3 clusters Score -1.626806e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -16271878.000000 Penalty: 3878.780518
	Iteration 5F: 3 clusters Score -1.627188e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -16277204.000000 Penalty: 3878.780518
	Iteration 6F: 3 clusters Score -1.62772e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -16284350.000000 Penalty: 3878.780518
	Iteration 7F: 3 clusters Score -1.628435e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -16292451.000000 Penalty: 3878.780518
	Iteration 8F: 3 clusters Score -1.629245e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -16298593.000000 Penalty: 3878.780518
	Iteration 9F: 3 clusters Score -1.629859e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -16301496.000000 Penalty: 3878.780518
	Iteration 10Q: 3 clusters Score -1.63015e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -16302859.000000 Penalty: 3878.780518
	Iteration 11Q: 3 clusters Score -1.630286e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -16303777.000000 Penalty: 3878.780518
	Iteration 12Q: 3 clusters Score -1.630378e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -16304447.000000 Penalty: 3878.780518
	Iteration 13Q: 3 clusters Score -1.630445e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -16305052.000000 Penalty: 3878.780518
	Iteration 14Q: 3 clusters Score -1.630505e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -16305718.000000 Penalty: 3878.780518
	Iteration 15Q: 3 clusters Score -1.630572e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -16306328.000000 Penalty: 3878.780518
	Iteration 16Q: 3 clusters Score -1.630633e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -16306891.000000 Penalty: 3878.780518
	Iteration 17Q: 3 clusters Score -1.630689e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -16307432.000000 Penalty: 3878.780518
	Iteration 18Q: 3 clusters Score -1.630743e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -16308080.000000 Penalty: 3878.780518
	Iteration 19Q: 3 clusters Score -1.630808e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -16308557.000000 Penalty: 3878.780518
	Iteration 20F: 3 clusters Score -1.630856e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 113696 members 
Entering Unmasked Estep 
Score: -16309059.000000 Penalty: 3878.780518
	Iteration 21Q: 3 clusters Score -1.630906e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -16309590.000000 Penalty: 3878.780518
	Iteration 22Q: 3 clusters Score -1.630959e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -16309910.000000 Penalty: 3878.780518
	Iteration 23Q: 3 clusters Score -1.630991e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 118129 members 
Entering Unmasked Estep 
Score: -16310322.000000 Penalty: 3878.780518
	Iteration 24Q: 3 clusters Score -1.631032e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -16310602.000000 Penalty: 3878.780518
	Iteration 25Q: 3 clusters Score -1.63106e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 121005 members 
Entering Unmasked Estep 
Score: -16310935.000000 Penalty: 3878.780518
	Iteration 26Q: 3 clusters Score -1.631094e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -16311298.000000 Penalty: 3878.780518
	Iteration 27Q: 3 clusters Score -1.63113e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -16311644.000000 Penalty: 3878.780518
	Iteration 28Q: 3 clusters Score -1.631164e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -16311996.000000 Penalty: 3878.780518
	Iteration 29Q: 3 clusters Score -1.6312e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -16312408.000000 Penalty: 3878.780518
	Iteration 30Q: 3 clusters Score -1.631241e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -16312675.000000 Penalty: 3878.780518
	Iteration 31Q: 3 clusters Score -1.631268e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -16313036.000000 Penalty: 3878.780518
	Iteration 32Q: 3 clusters Score -1.631304e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -16313438.000000 Penalty: 3878.780518
	Iteration 33Q: 3 clusters Score -1.631344e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 131889 members 
Entering Unmasked Estep 
Score: -16313754.000000 Penalty: 3878.780518
	Iteration 34Q: 3 clusters Score -1.631375e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -16314133.000000 Penalty: 3878.780518
	Iteration 35Q: 3 clusters Score -1.631413e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 134373 members 
Entering Unmasked Estep 
Score: -16314419.000000 Penalty: 3878.780518
	Iteration 36Q: 3 clusters Score -1.631442e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -16314786.000000 Penalty: 3878.780518
	Iteration 37Q: 3 clusters Score -1.631479e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -16315064.000000 Penalty: 3878.780518
	Iteration 38Q: 3 clusters Score -1.631506e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -16315449.000000 Penalty: 3878.780518
	Iteration 39Q: 3 clusters Score -1.631545e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 138957 members 
Entering Unmasked Estep 
Score: -16315684.000000 Penalty: 3878.780518
	Iteration 40F: 3 clusters Score -1.631568e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -16315954.000000 Penalty: 3878.780518
	Iteration 41Q: 3 clusters Score -1.631595e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -16316153.000000 Penalty: 3878.780518
	Iteration 42Q: 3 clusters Score -1.631615e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -16316391.000000 Penalty: 3878.780518
	Iteration 43Q: 3 clusters Score -1.631639e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -16316664.000000 Penalty: 3878.780518
	Iteration 44Q: 3 clusters Score -1.631666e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 143525 members 
Entering Unmasked Estep 
Score: -16316864.000000 Penalty: 3878.780518
	Iteration 45Q: 3 clusters Score -1.631686e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -16317014.000000 Penalty: 3878.780518
	Iteration 46Q: 3 clusters Score -1.631701e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -16317134.000000 Penalty: 3878.780518
	Iteration 47Q: 3 clusters Score -1.631713e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -16317182.000000 Penalty: 3878.780518
	Iteration 48Q: 3 clusters Score -1.631718e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -16317221.000000 Penalty: 3878.780518
	Iteration 49Q: 3 clusters Score -1.631722e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -16317343.000000 Penalty: 3878.780518
	Iteration 50Q: 3 clusters Score -1.631734e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -16317427.000000 Penalty: 3878.780518
	Iteration 51Q: 3 clusters Score -1.631743e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 147033 members 
Entering Unmasked Estep 
Score: -16317487.000000 Penalty: 3878.780518
	Iteration 52Q: 3 clusters Score -1.631749e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -16317569.000000 Penalty: 3878.780518
	Iteration 53Q: 3 clusters Score -1.631757e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 147681 members 
Entering Unmasked Estep 
Score: -16317682.000000 Penalty: 3878.780518
	Iteration 54Q: 3 clusters Score -1.631768e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -16317736.000000 Penalty: 3878.780518
	Iteration 55Q: 3 clusters Score -1.631774e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -16317766.000000 Penalty: 3878.780518
	Iteration 56Q: 3 clusters Score -1.631777e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -16317806.000000 Penalty: 3878.780518
	Iteration 57Q: 3 clusters Score -1.631781e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 148641 members 
Entering Unmasked Estep 
Score: -16317796.000000 Penalty: 3878.780518
	Iteration 58Q: 3 clusters Score -1.63178e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -16317840.000000 Penalty: 3878.780518
	Iteration 59Q: 3 clusters Score -1.631784e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 149014 members 
Entering Unmasked Estep 
Score: -16317891.000000 Penalty: 3878.780518
	Iteration 60F: 3 clusters Score -1.631789e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -16317896.000000 Penalty: 3878.780518
	Iteration 61Q: 3 clusters Score -1.63179e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 149273 members 
Entering Unmasked Estep 
Score: -16317930.000000 Penalty: 3878.780518
	Iteration 62Q: 3 clusters Score -1.631793e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -16317945.000000 Penalty: 3878.780518
	Iteration 63Q: 3 clusters Score -1.631794e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -16317962.000000 Penalty: 3878.780518
	Iteration 64Q: 3 clusters Score -1.631796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -16317968.000000 Penalty: 3878.780518
	Iteration 65Q: 3 clusters Score -1.631797e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 149702 members 
Entering Unmasked Estep 
Score: -16317980.000000 Penalty: 3878.780518
	Iteration 66Q: 3 clusters Score -1.631798e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -16318007.000000 Penalty: 3878.780518
	Iteration 67Q: 3 clusters Score -1.631801e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -16318006.000000 Penalty: 3878.780518
	Iteration 68Q: 3 clusters Score -1.631801e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 149932 members 
Entering Unmasked Estep 
Score: -16318004.000000 Penalty: 3878.780518
	Iteration 69Q: 3 clusters Score -1.6318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -16318004.000000 Penalty: 3878.780518
	Iteration 70Q: 3 clusters Score -1.6318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -16317981.000000 Penalty: 3878.780518
	Iteration 71Q: 3 clusters Score -1.631798e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -16317985.000000 Penalty: 3878.780518
	Iteration 72Q: 3 clusters Score -1.631798e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -16317994.000000 Penalty: 3878.780518
	Iteration 73Q: 3 clusters Score -1.631799e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -16317999.000000 Penalty: 3878.780518
	Iteration 74Q: 3 clusters Score -1.6318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -16317995.000000 Penalty: 3878.780518
	Iteration 75Q: 3 clusters Score -1.6318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -16317988.000000 Penalty: 3878.780518
	Iteration 76Q: 3 clusters Score -1.631799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -16317999.000000 Penalty: 3878.780518
	Iteration 77Q: 3 clusters Score -1.6318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -16318010.000000 Penalty: 3878.780518
	Iteration 78Q: 3 clusters Score -1.631801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -16317997.000000 Penalty: 3878.780518
	Iteration 79Q: 3 clusters Score -1.6318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -16317989.000000 Penalty: 3878.780518
	Iteration 80F: 3 clusters Score -1.631799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 150432 members 
Entering Unmasked Estep 
Score: -16317987.000000 Penalty: 3878.780518
	Iteration 81Q: 3 clusters Score -1.631799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -16317983.000000 Penalty: 3878.780518
	Iteration 82Q: 3 clusters Score -1.631798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -16317968.000000 Penalty: 3878.780518
	Iteration 83Q: 3 clusters Score -1.631797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -16317979.000000 Penalty: 3878.780518
	Iteration 84Q: 3 clusters Score -1.631798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -16317988.000000 Penalty: 3878.780518
	Iteration 85Q: 3 clusters Score -1.631799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -16317992.000000 Penalty: 3878.780518
	Iteration 86Q: 3 clusters Score -1.631799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 150553 members 
Entering Unmasked Estep 
Score: -16318001.000000 Penalty: 3878.780518
	Iteration 87Q: 3 clusters Score -1.6318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -16318011.000000 Penalty: 3878.780518
	Iteration 88Q: 3 clusters Score -1.631801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 150601 members 
Entering Unmasked Estep 
Score: -16318014.000000 Penalty: 3878.780518
	Iteration 89Q: 3 clusters Score -1.631801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 150622 members 
Entering Unmasked Estep 
Score: -16318011.000000 Penalty: 3878.780518
	Iteration 90Q: 3 clusters Score -1.631801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -16318023.000000 Penalty: 3878.780518
	Iteration 91Q: 3 clusters Score -1.631802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -16318032.000000 Penalty: 3878.780518
	Iteration 92Q: 3 clusters Score -1.631803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -16318016.000000 Penalty: 3878.780518
	Iteration 93Q: 3 clusters Score -1.631802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 150672 members 
Entering Unmasked Estep 
Score: -16318040.000000 Penalty: 3878.780518
	Iteration 94Q: 3 clusters Score -1.631804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -16318015.000000 Penalty: 3878.780518
	Iteration 95Q: 3 clusters Score -1.631802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 150680 members 
Entering Unmasked Estep 
Score: -16318026.000000 Penalty: 3878.780518
	Iteration 96Q: 3 clusters Score -1.631803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 150687 members 
Entering Unmasked Estep 
Score: -16318042.000000 Penalty: 3878.780518
	Iteration 97Q: 3 clusters Score -1.631804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 150696 members 
Entering Unmasked Estep 
Score: -16318020.000000 Penalty: 3878.780518
	Iteration 98Q: 3 clusters Score -1.631802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -16318021.000000 Penalty: 3878.780518
	Iteration 99Q: 3 clusters Score -1.631802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 150718 members 
Entering Unmasked Estep 
Score: -16318010.000000 Penalty: 3878.780518
	Iteration 100F: 3 clusters Score -1.631801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -16318017.000000 Penalty: 3878.780518
	Iteration 101Q: 3 clusters Score -1.631802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -16318016.000000 Penalty: 3878.780518
	Iteration 102Q: 3 clusters Score -1.631802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -16318015.000000 Penalty: 3878.780518
	Iteration 103Q: 3 clusters Score -1.631802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -16318018.000000 Penalty: 3878.780518
	Iteration 104Q: 3 clusters Score -1.631802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -16318022.000000 Penalty: 3878.780518
	Iteration 105Q: 3 clusters Score -1.631802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 150746 members 
Entering Unmasked Estep 
Score: -16318023.000000 Penalty: 3878.780518
	Iteration 106Q: 3 clusters Score -1.631802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 150745 members 
Entering Unmasked Estep 
Score: -16318019.000000 Penalty: 3878.780518
	Iteration 107Q: 3 clusters Score -1.631802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 150745 members 
Entering Unmasked Estep 
Score: -16318019.000000 Penalty: 3878.780518
	Iteration 108F: 3 clusters Score -1.631802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151018 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148008 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148929 members 
Mstep: Class 22 contains 19909 members 
Mstep: Class 23 contains 152468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 319Q: 21 clusters Score -8.44813e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151020 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148004 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12743 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148923 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 152473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 320F: 21 clusters Score -8.448127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151024 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148007 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12740 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148921 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 152468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 321Q: 21 clusters Score -8.448127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151024 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148006 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 148928 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 152463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 322Q: 21 clusters Score -8.448123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151027 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148009 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148927 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 44211.253906
Iteration 323Q: 21 clusters Score -8.448122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151032 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148009 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148919 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 23 contains 152462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 324Q: 21 clusters Score -8.448125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151036 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148016 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148914 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 152457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481216.000000 Penalty: 44211.253906
Iteration 325Q: 21 clusters Score -8.448122e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151032 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148013 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 14 contains 13806 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148914 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 152465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 326Q: 21 clusters Score -8.448121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151029 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 148006 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148914 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 44211.253906
Iteration 327Q: 21 clusters Score -8.448117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151036 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147999 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 14 contains 13808 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148911 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 152471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 44211.253906
Iteration 328Q: 21 clusters Score -8.44812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13379 members 
Mstep: Class 4 contains 151041 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147987 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13808 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148912 members 
Mstep: Class 22 contains 19919 members 
Mstep: Class 23 contains 152476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 44211.253906
Iteration 329Q: 21 clusters Score -8.448111e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13378 members 
Mstep: Class 4 contains 151053 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147973 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12735 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148908 members 
Mstep: Class 22 contains 19923 members 
Mstep: Class 23 contains 152478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 44211.253906
Iteration 330Q: 21 clusters Score -8.448122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13377 members 
Mstep: Class 4 contains 151062 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147969 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57287 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148901 members 
Mstep: Class 22 contains 19923 members 
Mstep: Class 23 contains 152479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 331Q: 21 clusters Score -8.448125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13377 members 
Mstep: Class 4 contains 151061 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147967 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57286 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148898 members 
Mstep: Class 22 contains 19921 members 
Mstep: Class 23 contains 152485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 332Q: 21 clusters Score -8.448126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151065 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147964 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13812 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148893 members 
Mstep: Class 22 contains 19916 members 
Mstep: Class 23 contains 152492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 333Q: 21 clusters Score -8.448124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151067 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147960 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57285 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148890 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 334Q: 21 clusters Score -8.44813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151069 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147957 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57284 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148891 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 335Q: 21 clusters Score -8.448127e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151058 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147951 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57288 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148897 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 152502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 336Q: 21 clusters Score -8.448126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151050 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147949 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57291 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148897 members 
Mstep: Class 22 contains 19916 members 
Mstep: Class 23 contains 152504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 337Q: 21 clusters Score -8.44813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151056 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147949 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57294 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148891 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 152499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 44211.253906
Iteration 338Q: 21 clusters Score -8.448131e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151061 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147946 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13118 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57294 members 
Mstep: Class 17 contains 7952 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148884 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 23 contains 152502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 339Q: 21 clusters Score -8.448134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151062 members 
Mstep: Class 5 contains 34372 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147943 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57295 members 
Mstep: Class 17 contains 7951 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 148880 members 
Mstep: Class 22 contains 19920 members 
Mstep: Class 23 contains 152507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 340F: 21 clusters Score -8.44813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151066 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147939 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12741 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57298 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 148874 members 
Mstep: Class 22 contains 19919 members 
Mstep: Class 23 contains 152513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 341Q: 21 clusters Score -8.44813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151072 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147945 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 57298 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 148867 members 
Mstep: Class 22 contains 19915 members 
Mstep: Class 23 contains 152511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 44211.253906
Iteration 342Q: 21 clusters Score -8.448131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151072 members 
Mstep: Class 5 contains 34370 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147938 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 14 contains 13819 members 
Mstep: Class 15 contains 57300 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148869 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 152514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 343Q: 21 clusters Score -8.448134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151073 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147928 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 57302 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148867 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 152518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481384.000000 Penalty: 44211.253906
Iteration 344Q: 21 clusters Score -8.448138e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 151069 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147922 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57306 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148871 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481384.000000 Penalty: 44211.253906
Iteration 345Q: 21 clusters Score -8.448138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151065 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147915 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12746 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57310 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148877 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 152525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481408.000000 Penalty: 44211.253906
Iteration 346Q: 21 clusters Score -8.448141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151057 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147906 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12748 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57315 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148881 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 152534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 347Q: 21 clusters Score -8.448134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151049 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147894 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57317 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 148890 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 152541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 348Q: 21 clusters Score -8.448129e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151051 members 
Mstep: Class 5 contains 34356 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147876 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12753 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57315 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 148898 members 
Mstep: Class 22 contains 19913 members 
Mstep: Class 23 contains 152547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 349Q: 21 clusters Score -8.448129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151045 members 
Mstep: Class 5 contains 34355 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147865 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12753 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57318 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 148909 members 
Mstep: Class 22 contains 19915 members 
Mstep: Class 23 contains 152548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 350Q: 21 clusters Score -8.448128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151044 members 
Mstep: Class 5 contains 34351 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147852 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12754 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57320 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 148917 members 
Mstep: Class 22 contains 19917 members 
Mstep: Class 23 contains 152554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 351Q: 21 clusters Score -8.448129e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151042 members 
Mstep: Class 5 contains 34351 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147847 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 148921 members 
Mstep: Class 22 contains 19915 members 
Mstep: Class 23 contains 152555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 352Q: 21 clusters Score -8.44813e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 151045 members 
Mstep: Class 5 contains 34349 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147843 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12757 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 148921 members 
Mstep: Class 22 contains 19912 members 
Mstep: Class 23 contains 152561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481360.000000 Penalty: 44211.253906
Iteration 353Q: 21 clusters Score -8.448136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151049 members 
Mstep: Class 5 contains 34346 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147837 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12764 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 148919 members 
Mstep: Class 22 contains 19908 members 
Mstep: Class 23 contains 152567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481424.000000 Penalty: 44211.253906
Iteration 354Q: 21 clusters Score -8.448142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151052 members 
Mstep: Class 5 contains 34342 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147826 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 148929 members 
Mstep: Class 22 contains 19905 members 
Mstep: Class 23 contains 152567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 355Q: 21 clusters Score -8.448129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 151053 members 
Mstep: Class 5 contains 34340 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147813 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148943 members 
Mstep: Class 22 contains 19901 members 
Mstep: Class 23 contains 152567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 356Q: 21 clusters Score -8.448129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151061 members 
Mstep: Class 5 contains 34340 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147791 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148951 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 357Q: 21 clusters Score -8.44813e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151067 members 
Mstep: Class 5 contains 34340 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147779 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148949 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 358Q: 21 clusters Score -8.448129e+07 nChanged 54
Entering ConstructFrom: 
Score: -84481288.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -992156.750000 Penalty: 1489.095947
	Iteration 0F: 2 clusters Score -992156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -985353.687500 Penalty: 2978.191895
	Iteration 0F: 3 clusters Score -985353.7 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -987506.375000 Penalty: 2978.191895
	Iteration 1F: 3 clusters Score -987506.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -987731.750000 Penalty: 2978.191895
	Iteration 2F: 3 clusters Score -987731.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -987908.875000 Penalty: 2978.191895
	Iteration 3Q: 3 clusters Score -987908.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -988071.625000 Penalty: 2978.191895
	Iteration 4Q: 3 clusters Score -988071.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -988249.500000 Penalty: 2978.191895
	Iteration 5Q: 3 clusters Score -988249.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -988455.625000 Penalty: 2978.191895
	Iteration 6Q: 3 clusters Score -988455.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -988712.875000 Penalty: 2978.191895
	Iteration 7Q: 3 clusters Score -988712.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -988988.875000 Penalty: 2978.191895
	Iteration 8Q: 3 clusters Score -988988.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -989326.687500 Penalty: 2978.191895
	Iteration 9Q: 3 clusters Score -989326.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -989706.250000 Penalty: 2978.191895
	Iteration 10Q: 3 clusters Score -989706.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -990043.437500 Penalty: 2978.191895
	Iteration 11Q: 3 clusters Score -990043.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -990313.250000 Penalty: 2978.191895
	Iteration 12Q: 3 clusters Score -990313.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -990492.625000 Penalty: 2978.191895
	Iteration 13Q: 3 clusters Score -990492.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -990627.375000 Penalty: 2978.191895
	Iteration 14Q: 3 clusters Score -990627.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -990716.562500 Penalty: 2978.191895
	Iteration 15Q: 3 clusters Score -990716.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -990788.750000 Penalty: 2978.191895
	Iteration 16Q: 3 clusters Score -990788.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -990828.750000 Penalty: 2978.191895
	Iteration 17Q: 3 clusters Score -990828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -990857.937500 Penalty: 2978.191895
	Iteration 18Q: 3 clusters Score -990857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -990878.125000 Penalty: 2978.191895
	Iteration 19Q: 3 clusters Score -990878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -990890.000000 Penalty: 2978.191895
	Iteration 20F: 3 clusters Score -990890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -990902.687500 Penalty: 2978.191895
	Iteration 21Q: 3 clusters Score -990902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -990908.500000 Penalty: 2978.191895
	Iteration 22Q: 3 clusters Score -990908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -990916.562500 Penalty: 2978.191895
	Iteration 23Q: 3 clusters Score -990916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -990917.437500 Penalty: 2978.191895
	Iteration 24Q: 3 clusters Score -990917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -990917.875000 Penalty: 2978.191895
	Iteration 25Q: 3 clusters Score -990917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -990917.875000 Penalty: 2978.191895
	Iteration 26F: 3 clusters Score -990917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -248302.078125 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -248302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -245927.703125 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -245927.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -246604.343750 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -246604.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -246842.843750 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -246842.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -247021.593750 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -247021.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -247209.906250 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -247209.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -247441.453125 Penalty: 2545.404541
	Iteration 5F: 3 clusters Score -247441.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247644.843750 Penalty: 2545.404541
	Iteration 6F: 3 clusters Score -247644.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -247759.109375 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -247759.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -247820.437500 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -247820.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -247862.531250 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -247862.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -247894.562500 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -247894.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -247938.890625 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -247938.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -247975.125000 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -247975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -247997.781250 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -247997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -248010.828125 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -248010.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248021.531250 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -248021.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -248028.375000 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -248028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -248034.187500 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -248034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -248038.968750 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -248039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -248043.375000 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -248043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -248046.656250 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -248046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -248048.531250 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -248048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -248049.375000 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -248049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -248050.031250 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -248050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -248050.031250 Penalty: 2545.404541
	Iteration 24F: 3 clusters Score -248050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1401314.375000 Penalty: 1543.899292
	Iteration 0F: 2 clusters Score -1401314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1391969.500000 Penalty: 3087.798584
	Iteration 0F: 3 clusters Score -1391970 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1395310.500000 Penalty: 3087.798584
	Iteration 1F: 3 clusters Score -1395310 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1395781.000000 Penalty: 3087.798584
	Iteration 2F: 3 clusters Score -1395781 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1396294.000000 Penalty: 3087.798584
	Iteration 3F: 3 clusters Score -1396294 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1396777.375000 Penalty: 3087.798584
	Iteration 4F: 3 clusters Score -1396777 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1397227.500000 Penalty: 3087.798584
	Iteration 5F: 3 clusters Score -1397228 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1397648.000000 Penalty: 3087.798584
	Iteration 6F: 3 clusters Score -1397648 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1398024.125000 Penalty: 3087.798584
	Iteration 7F: 3 clusters Score -1398024 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1398337.125000 Penalty: 3087.798584
	Iteration 8Q: 3 clusters Score -1398337 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1398576.250000 Penalty: 3087.798584
	Iteration 9Q: 3 clusters Score -1398576 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1398742.375000 Penalty: 3087.798584
	Iteration 10Q: 3 clusters Score -1398742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1398849.000000 Penalty: 3087.798584
	Iteration 11Q: 3 clusters Score -1398849 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1398934.750000 Penalty: 3087.798584
	Iteration 12Q: 3 clusters Score -1398935 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1399010.375000 Penalty: 3087.798584
	Iteration 13Q: 3 clusters Score -1399010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1399074.750000 Penalty: 3087.798584
	Iteration 14Q: 3 clusters Score -1399075 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1399136.375000 Penalty: 3087.798584
	Iteration 15Q: 3 clusters Score -1399136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1399186.625000 Penalty: 3087.798584
	Iteration 16Q: 3 clusters Score -1399187 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1399240.750000 Penalty: 3087.798584
	Iteration 17Q: 3 clusters Score -1399241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1399288.000000 Penalty: 3087.798584
	Iteration 18Q: 3 clusters Score -1399288 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1399325.750000 Penalty: 3087.798584
	Iteration 19Q: 3 clusters Score -1399326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1399353.000000 Penalty: 3087.798584
	Iteration 20F: 3 clusters Score -1399353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1399383.125000 Penalty: 3087.798584
	Iteration 21Q: 3 clusters Score -1399383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1399410.875000 Penalty: 3087.798584
	Iteration 22Q: 3 clusters Score -1399411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1399435.000000 Penalty: 3087.798584
	Iteration 23Q: 3 clusters Score -1399435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1399454.625000 Penalty: 3087.798584
	Iteration 24Q: 3 clusters Score -1399455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1399471.375000 Penalty: 3087.798584
	Iteration 25Q: 3 clusters Score -1399471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1399496.750000 Penalty: 3087.798584
	Iteration 26Q: 3 clusters Score -1399497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1399508.875000 Penalty: 3087.798584
	Iteration 27Q: 3 clusters Score -1399509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1399520.500000 Penalty: 3087.798584
	Iteration 28Q: 3 clusters Score -1399520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1399534.000000 Penalty: 3087.798584
	Iteration 29Q: 3 clusters Score -1399534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1399549.875000 Penalty: 3087.798584
	Iteration 30Q: 3 clusters Score -1399550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1399573.625000 Penalty: 3087.798584
	Iteration 31Q: 3 clusters Score -1399574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1399591.000000 Penalty: 3087.798584
	Iteration 32Q: 3 clusters Score -1399591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1399619.500000 Penalty: 3087.798584
	Iteration 33Q: 3 clusters Score -1399620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1399639.875000 Penalty: 3087.798584
	Iteration 34Q: 3 clusters Score -1399640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1399661.625000 Penalty: 3087.798584
	Iteration 35Q: 3 clusters Score -1399662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1399680.875000 Penalty: 3087.798584
	Iteration 36Q: 3 clusters Score -1399681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1399710.000000 Penalty: 3087.798584
	Iteration 37Q: 3 clusters Score -1399710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1399740.250000 Penalty: 3087.798584
	Iteration 38Q: 3 clusters Score -1399740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1399788.875000 Penalty: 3087.798584
	Iteration 39Q: 3 clusters Score -1399789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1399834.750000 Penalty: 3087.798584
	Iteration 40F: 3 clusters Score -1399835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1399888.125000 Penalty: 3087.798584
	Iteration 41Q: 3 clusters Score -1399888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1399929.125000 Penalty: 3087.798584
	Iteration 42Q: 3 clusters Score -1399929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1399966.000000 Penalty: 3087.798584
	Iteration 43Q: 3 clusters Score -1399966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1399999.125000 Penalty: 3087.798584
	Iteration 44Q: 3 clusters Score -1399999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1400028.125000 Penalty: 3087.798584
	Iteration 45Q: 3 clusters Score -1400028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1400052.625000 Penalty: 3087.798584
	Iteration 46Q: 3 clusters Score -1400053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1400078.875000 Penalty: 3087.798584
	Iteration 47Q: 3 clusters Score -1400079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1400103.125000 Penalty: 3087.798584
	Iteration 48Q: 3 clusters Score -1400103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1400125.250000 Penalty: 3087.798584
	Iteration 49Q: 3 clusters Score -1400125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1400141.500000 Penalty: 3087.798584
	Iteration 50Q: 3 clusters Score -1400142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1400153.500000 Penalty: 3087.798584
	Iteration 51Q: 3 clusters Score -1400154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1400163.750000 Penalty: 3087.798584
	Iteration 52Q: 3 clusters Score -1400164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1400170.500000 Penalty: 3087.798584
	Iteration 53Q: 3 clusters Score -1400170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1400179.250000 Penalty: 3087.798584
	Iteration 54Q: 3 clusters Score -1400179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1400189.875000 Penalty: 3087.798584
	Iteration 55Q: 3 clusters Score -1400190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1400201.250000 Penalty: 3087.798584
	Iteration 56Q: 3 clusters Score -1400201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1400211.125000 Penalty: 3087.798584
	Iteration 57Q: 3 clusters Score -1400211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1400220.375000 Penalty: 3087.798584
	Iteration 58Q: 3 clusters Score -1400220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1400228.375000 Penalty: 3087.798584
	Iteration 59Q: 3 clusters Score -1400228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1400231.250000 Penalty: 3087.798584
	Iteration 60F: 3 clusters Score -1400231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1400234.750000 Penalty: 3087.798584
	Iteration 61Q: 3 clusters Score -1400235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1400240.875000 Penalty: 3087.798584
	Iteration 62Q: 3 clusters Score -1400241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1400245.375000 Penalty: 3087.798584
	Iteration 63Q: 3 clusters Score -1400245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1400244.625000 Penalty: 3087.798584
	Iteration 64Q: 3 clusters Score -1400245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1400247.750000 Penalty: 3087.798584
	Iteration 65Q: 3 clusters Score -1400248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1400250.000000 Penalty: 3087.798584
	Iteration 66Q: 3 clusters Score -1400250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1400249.250000 Penalty: 3087.798584
	Iteration 67Q: 3 clusters Score -1400249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1400252.125000 Penalty: 3087.798584
	Iteration 68Q: 3 clusters Score -1400252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1400250.000000 Penalty: 3087.798584
	Iteration 69Q: 3 clusters Score -1400250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1400250.000000 Penalty: 3087.798584
	Iteration 70F: 3 clusters Score -1400250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Entering Unmasked Estep 
Score: -16190633.000000 Penalty: 1937.888184
	Iteration 0F: 2 clusters Score -1.619063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -16090122.000000 Penalty: 3875.776367
	Iteration 0F: 3 clusters Score -1.609012e+07 nChanged 72711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -16132802.000000 Penalty: 3875.776367
	Iteration 1F: 3 clusters Score -1.61328e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -16134125.000000 Penalty: 3875.776367
	Iteration 2Q: 3 clusters Score -1.613412e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -16136226.000000 Penalty: 3875.776367
	Iteration 3Q: 3 clusters Score -1.613623e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -16140314.000000 Penalty: 3875.776367
	Iteration 4F: 3 clusters Score -1.614031e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -16147461.000000 Penalty: 3875.776367
	Iteration 5F: 3 clusters Score -1.614746e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -16157996.000000 Penalty: 3875.776367
	Iteration 6F: 3 clusters Score -1.6158e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109329 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -16170983.000000 Penalty: 3875.776367
	Iteration 7F: 3 clusters Score -1.617098e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -16180346.000000 Penalty: 3875.776367
	Iteration 8F: 3 clusters Score -1.618035e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -16183511.000000 Penalty: 3875.776367
	Iteration 9Q: 3 clusters Score -1.618351e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -16184755.000000 Penalty: 3875.776367
	Iteration 10Q: 3 clusters Score -1.618476e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -16185499.000000 Penalty: 3875.776367
	Iteration 11Q: 3 clusters Score -1.61855e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120099 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -16186180.000000 Penalty: 3875.776367
	Iteration 12Q: 3 clusters Score -1.618618e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -16186564.000000 Penalty: 3875.776367
	Iteration 13Q: 3 clusters Score -1.618656e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122300 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -16186779.000000 Penalty: 3875.776367
	Iteration 14Q: 3 clusters Score -1.618678e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -16187035.000000 Penalty: 3875.776367
	Iteration 15Q: 3 clusters Score -1.618704e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124174 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -16187232.000000 Penalty: 3875.776367
	Iteration 16Q: 3 clusters Score -1.618723e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125030 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -16187336.000000 Penalty: 3875.776367
	Iteration 17Q: 3 clusters Score -1.618734e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -16187512.000000 Penalty: 3875.776367
	Iteration 18Q: 3 clusters Score -1.618751e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -16187695.000000 Penalty: 3875.776367
	Iteration 19Q: 3 clusters Score -1.61877e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -16187881.000000 Penalty: 3875.776367
	Iteration 20F: 3 clusters Score -1.618788e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -16187932.000000 Penalty: 3875.776367
	Iteration 21Q: 3 clusters Score -1.618793e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -16188065.000000 Penalty: 3875.776367
	Iteration 22Q: 3 clusters Score -1.618806e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -16188210.000000 Penalty: 3875.776367
	Iteration 23Q: 3 clusters Score -1.618821e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -16188296.000000 Penalty: 3875.776367
	Iteration 24Q: 3 clusters Score -1.61883e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -16188463.000000 Penalty: 3875.776367
	Iteration 25Q: 3 clusters Score -1.618846e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -16188546.000000 Penalty: 3875.776367
	Iteration 26Q: 3 clusters Score -1.618855e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -16188619.000000 Penalty: 3875.776367
	Iteration 27Q: 3 clusters Score -1.618862e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -16188707.000000 Penalty: 3875.776367
	Iteration 28Q: 3 clusters Score -1.618871e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -16188831.000000 Penalty: 3875.776367
	Iteration 29Q: 3 clusters Score -1.618883e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134143 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -16188955.000000 Penalty: 3875.776367
	Iteration 30Q: 3 clusters Score -1.618896e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -16189028.000000 Penalty: 3875.776367
	Iteration 31Q: 3 clusters Score -1.618903e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -16189070.000000 Penalty: 3875.776367
	Iteration 32Q: 3 clusters Score -1.618907e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -16189151.000000 Penalty: 3875.776367
	Iteration 33Q: 3 clusters Score -1.618915e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -16189211.000000 Penalty: 3875.776367
	Iteration 34Q: 3 clusters Score -1.618921e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136398 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -16189209.000000 Penalty: 3875.776367
	Iteration 35Q: 3 clusters Score -1.618921e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -16189247.000000 Penalty: 3875.776367
	Iteration 36Q: 3 clusters Score -1.618925e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137187 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -16189328.000000 Penalty: 3875.776367
	Iteration 37Q: 3 clusters Score -1.618933e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -16189334.000000 Penalty: 3875.776367
	Iteration 38Q: 3 clusters Score -1.618933e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -16189360.000000 Penalty: 3875.776367
	Iteration 39Q: 3 clusters Score -1.618936e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -16189365.000000 Penalty: 3875.776367
	Iteration 40F: 3 clusters Score -1.618936e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -16189367.000000 Penalty: 3875.776367
	Iteration 41Q: 3 clusters Score -1.618937e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138832 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -16189372.000000 Penalty: 3875.776367
	Iteration 42Q: 3 clusters Score -1.618937e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139087 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -16189391.000000 Penalty: 3875.776367
	Iteration 43Q: 3 clusters Score -1.618939e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -16189409.000000 Penalty: 3875.776367
	Iteration 44Q: 3 clusters Score -1.618941e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139536 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -16189451.000000 Penalty: 3875.776367
	Iteration 45Q: 3 clusters Score -1.618945e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -16189497.000000 Penalty: 3875.776367
	Iteration 46Q: 3 clusters Score -1.61895e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -16189515.000000 Penalty: 3875.776367
	Iteration 47Q: 3 clusters Score -1.618952e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -16189531.000000 Penalty: 3875.776367
	Iteration 48Q: 3 clusters Score -1.618953e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140360 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -16189545.000000 Penalty: 3875.776367
	Iteration 49Q: 3 clusters Score -1.618954e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -16189528.000000 Penalty: 3875.776367
	Iteration 50Q: 3 clusters Score -1.618953e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140710 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -16189566.000000 Penalty: 3875.776367
	Iteration 51Q: 3 clusters Score -1.618957e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -16189585.000000 Penalty: 3875.776367
	Iteration 52Q: 3 clusters Score -1.618958e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -16189610.000000 Penalty: 3875.776367
	Iteration 53Q: 3 clusters Score -1.618961e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141216 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -16189659.000000 Penalty: 3875.776367
	Iteration 54Q: 3 clusters Score -1.618966e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -16189654.000000 Penalty: 3875.776367
	Iteration 55Q: 3 clusters Score -1.618965e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -16189702.000000 Penalty: 3875.776367
	Iteration 56Q: 3 clusters Score -1.61897e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141763 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -16189696.000000 Penalty: 3875.776367
	Iteration 57Q: 3 clusters Score -1.61897e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141927 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -16189713.000000 Penalty: 3875.776367
	Iteration 58Q: 3 clusters Score -1.618971e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -16189717.000000 Penalty: 3875.776367
	Iteration 59Q: 3 clusters Score -1.618972e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -16189726.000000 Penalty: 3875.776367
	Iteration 60F: 3 clusters Score -1.618973e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -16189746.000000 Penalty: 3875.776367
	Iteration 61Q: 3 clusters Score -1.618975e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -16189752.000000 Penalty: 3875.776367
	Iteration 62Q: 3 clusters Score -1.618975e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -16189768.000000 Penalty: 3875.776367
	Iteration 63Q: 3 clusters Score -1.618977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -16189747.000000 Penalty: 3875.776367
	Iteration 64Q: 3 clusters Score -1.618975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -16189740.000000 Penalty: 3875.776367
	Iteration 65Q: 3 clusters Score -1.618974e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -16189745.000000 Penalty: 3875.776367
	Iteration 66Q: 3 clusters Score -1.618974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -16189760.000000 Penalty: 3875.776367
	Iteration 67Q: 3 clusters Score -1.618976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142905 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -16189759.000000 Penalty: 3875.776367
	Iteration 68Q: 3 clusters Score -1.618976e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -16189766.000000 Penalty: 3875.776367
	Iteration 69Q: 3 clusters Score -1.618977e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -16189768.000000 Penalty: 3875.776367
	Iteration 70Q: 3 clusters Score -1.618977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -16189749.000000 Penalty: 3875.776367
	Iteration 71Q: 3 clusters Score -1.618975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -16189722.000000 Penalty: 3875.776367
	Iteration 72Q: 3 clusters Score -1.618972e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -16189726.000000 Penalty: 3875.776367
	Iteration 73Q: 3 clusters Score -1.618973e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -16189717.000000 Penalty: 3875.776367
	Iteration 74Q: 3 clusters Score -1.618972e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -16189734.000000 Penalty: 3875.776367
	Iteration 75Q: 3 clusters Score -1.618973e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143407 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -16189726.000000 Penalty: 3875.776367
	Iteration 76Q: 3 clusters Score -1.618973e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -16189724.000000 Penalty: 3875.776367
	Iteration 77Q: 3 clusters Score -1.618972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143519 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -16189708.000000 Penalty: 3875.776367
	Iteration 78Q: 3 clusters Score -1.618971e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16189716.000000 Penalty: 3875.776367
	Iteration 79Q: 3 clusters Score -1.618972e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -16189731.000000 Penalty: 3875.776367
	Iteration 80F: 3 clusters Score -1.618973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -16189731.000000 Penalty: 3875.776367
	Iteration 81Q: 3 clusters Score -1.618973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -16189716.000000 Penalty: 3875.776367
	Iteration 82Q: 3 clusters Score -1.618972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -16189734.000000 Penalty: 3875.776367
	Iteration 83Q: 3 clusters Score -1.618973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -16189745.000000 Penalty: 3875.776367
	Iteration 84Q: 3 clusters Score -1.618974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -16189723.000000 Penalty: 3875.776367
	Iteration 85Q: 3 clusters Score -1.618972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -16189709.000000 Penalty: 3875.776367
	Iteration 86Q: 3 clusters Score -1.618971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143814 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -16189713.000000 Penalty: 3875.776367
	Iteration 87Q: 3 clusters Score -1.618971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -16189714.000000 Penalty: 3875.776367
	Iteration 88Q: 3 clusters Score -1.618971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -16189724.000000 Penalty: 3875.776367
	Iteration 89Q: 3 clusters Score -1.618972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -16189720.000000 Penalty: 3875.776367
	Iteration 90Q: 3 clusters Score -1.618972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -16189728.000000 Penalty: 3875.776367
	Iteration 91Q: 3 clusters Score -1.618973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143909 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -16189734.000000 Penalty: 3875.776367
	Iteration 92Q: 3 clusters Score -1.618973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -16189740.000000 Penalty: 3875.776367
	Iteration 93Q: 3 clusters Score -1.618974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -16189744.000000 Penalty: 3875.776367
	Iteration 94Q: 3 clusters Score -1.618974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -16189709.000000 Penalty: 3875.776367
	Iteration 95Q: 3 clusters Score -1.618971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -16189724.000000 Penalty: 3875.776367
	Iteration 96Q: 3 clusters Score -1.618972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -16189743.000000 Penalty: 3875.776367
	Iteration 97Q: 3 clusters Score -1.618974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144055 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -16189752.000000 Penalty: 3875.776367
	Iteration 98Q: 3 clusters Score -1.618975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144082 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -16189728.000000 Penalty: 3875.776367
	Iteration 99Q: 3 clusters Score -1.618973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144123 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -16189774.000000 Penalty: 3875.776367
	Iteration 100F: 3 clusters Score -1.618977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144162 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -16189767.000000 Penalty: 3875.776367
	Iteration 101Q: 3 clusters Score -1.618977e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -16189764.000000 Penalty: 3875.776367
	Iteration 102Q: 3 clusters Score -1.618976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -16189776.000000 Penalty: 3875.776367
	Iteration 103Q: 3 clusters Score -1.618978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -16189779.000000 Penalty: 3875.776367
	Iteration 104Q: 3 clusters Score -1.618978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -16189775.000000 Penalty: 3875.776367
	Iteration 105Q: 3 clusters Score -1.618978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144290 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -16189758.000000 Penalty: 3875.776367
	Iteration 106Q: 3 clusters Score -1.618976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144307 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -16189764.000000 Penalty: 3875.776367
	Iteration 107Q: 3 clusters Score -1.618976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -16189781.000000 Penalty: 3875.776367
	Iteration 108Q: 3 clusters Score -1.618978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -16189775.000000 Penalty: 3875.776367
	Iteration 109Q: 3 clusters Score -1.618978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -16189766.000000 Penalty: 3875.776367
	Iteration 110Q: 3 clusters Score -1.618977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -16189775.000000 Penalty: 3875.776367
	Iteration 111Q: 3 clusters Score -1.618978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -16189774.000000 Penalty: 3875.776367
	Iteration 112Q: 3 clusters Score -1.618977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -16189781.000000 Penalty: 3875.776367
	Iteration 113Q: 3 clusters Score -1.618978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -16189785.000000 Penalty: 3875.776367
	Iteration 114Q: 3 clusters Score -1.618978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -16189785.000000 Penalty: 3875.776367
	Iteration 115Q: 3 clusters Score -1.618978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -16189783.000000 Penalty: 3875.776367
	Iteration 116Q: 3 clusters Score -1.618978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -16189767.000000 Penalty: 3875.776367
	Iteration 117Q: 3 clusters Score -1.618977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -16189783.000000 Penalty: 3875.776367
	Iteration 118Q: 3 clusters Score -1.618978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -16189793.000000 Penalty: 3875.776367
	Iteration 119Q: 3 clusters Score -1.618979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144469 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -16189791.000000 Penalty: 3875.776367
	Iteration 120F: 3 clusters Score -1.618979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -16189799.000000 Penalty: 3875.776367
	Iteration 121Q: 3 clusters Score -1.61898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -16189788.000000 Penalty: 3875.776367
	Iteration 122Q: 3 clusters Score -1.618979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -16189782.000000 Penalty: 3875.776367
	Iteration 123Q: 3 clusters Score -1.618978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -16189795.000000 Penalty: 3875.776367
	Iteration 124Q: 3 clusters Score -1.61898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144586 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -16189796.000000 Penalty: 3875.776367
	Iteration 125Q: 3 clusters Score -1.61898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -16189798.000000 Penalty: 3875.776367
	Iteration 126Q: 3 clusters Score -1.61898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -16189787.000000 Penalty: 3875.776367
	Iteration 127Q: 3 clusters Score -1.618979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144662 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -16189803.000000 Penalty: 3875.776367
	Iteration 128Q: 3 clusters Score -1.61898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144686 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -16189792.000000 Penalty: 3875.776367
	Iteration 129Q: 3 clusters Score -1.618979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -16189820.000000 Penalty: 3875.776367
	Iteration 130Q: 3 clusters Score -1.618982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -16189817.000000 Penalty: 3875.776367
	Iteration 131Q: 3 clusters Score -1.618982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144724 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -16189806.000000 Penalty: 3875.776367
	Iteration 132Q: 3 clusters Score -1.618981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144729 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -16189799.000000 Penalty: 3875.776367
	Iteration 133Q: 3 clusters Score -1.61898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -16189797.000000 Penalty: 3875.776367
	Iteration 134Q: 3 clusters Score -1.61898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144735 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -16189798.000000 Penalty: 3875.776367
	Iteration 135Q: 3 clusters Score -1.61898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144741 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -16189793.000000 Penalty: 3875.776367
	Iteration 136Q: 3 clusters Score -1.618979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -16189798.000000 Penalty: 3875.776367
	Iteration 137Q: 3 clusters Score -1.61898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144758 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -16189794.000000 Penalty: 3875.776367
	Iteration 138Q: 3 clusters Score -1.618979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -16189804.000000 Penalty: 3875.776367
	Iteration 139Q: 3 clusters Score -1.61898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -16189804.000000 Penalty: 3875.776367
	Iteration 140F: 3 clusters Score -1.61898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144786 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -16189808.000000 Penalty: 3875.776367
	Iteration 141Q: 3 clusters Score -1.618981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -16189812.000000 Penalty: 3875.776367
	Iteration 142Q: 3 clusters Score -1.618981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144805 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -16189806.000000 Penalty: 3875.776367
	Iteration 143Q: 3 clusters Score -1.618981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -16189797.000000 Penalty: 3875.776367
	Iteration 144Q: 3 clusters Score -1.61898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144817 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -16189805.000000 Penalty: 3875.776367
	Iteration 145Q: 3 clusters Score -1.61898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144820 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -16189808.000000 Penalty: 3875.776367
	Iteration 146Q: 3 clusters Score -1.618981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -16189803.000000 Penalty: 3875.776367
	Iteration 147Q: 3 clusters Score -1.61898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -16189791.000000 Penalty: 3875.776367
	Iteration 148Q: 3 clusters Score -1.618979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -16189793.000000 Penalty: 3875.776367
	Iteration 149Q: 3 clusters Score -1.618979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -16189796.000000 Penalty: 3875.776367
	Iteration 150Q: 3 clusters Score -1.61898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -16189812.000000 Penalty: 3875.776367
	Iteration 151Q: 3 clusters Score -1.618981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -16189816.000000 Penalty: 3875.776367
	Iteration 152Q: 3 clusters Score -1.618982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -16189791.000000 Penalty: 3875.776367
	Iteration 153Q: 3 clusters Score -1.618979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -16189797.000000 Penalty: 3875.776367
	Iteration 154Q: 3 clusters Score -1.61898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -16189783.000000 Penalty: 3875.776367
	Iteration 155Q: 3 clusters Score -1.618978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -16189806.000000 Penalty: 3875.776367
	Iteration 156Q: 3 clusters Score -1.618981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -16189810.000000 Penalty: 3875.776367
	Iteration 157Q: 3 clusters Score -1.618981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -16189809.000000 Penalty: 3875.776367
	Iteration 158Q: 3 clusters Score -1.618981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -16189812.000000 Penalty: 3875.776367
	Iteration 159Q: 3 clusters Score -1.618981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -16189809.000000 Penalty: 3875.776367
	Iteration 160F: 3 clusters Score -1.618981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -16189805.000000 Penalty: 3875.776367
	Iteration 161Q: 3 clusters Score -1.61898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -16189811.000000 Penalty: 3875.776367
	Iteration 162Q: 3 clusters Score -1.618981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -16189825.000000 Penalty: 3875.776367
	Iteration 163Q: 3 clusters Score -1.618982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -16189814.000000 Penalty: 3875.776367
	Iteration 164Q: 3 clusters Score -1.618981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -16189823.000000 Penalty: 3875.776367
	Iteration 165Q: 3 clusters Score -1.618982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145023 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -16189820.000000 Penalty: 3875.776367
	Iteration 166Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145024 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -16189823.000000 Penalty: 3875.776367
	Iteration 167Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145025 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -16189825.000000 Penalty: 3875.776367
	Iteration 168Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -16189822.000000 Penalty: 3875.776367
	Iteration 169Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145027 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -16189823.000000 Penalty: 3875.776367
	Iteration 170Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -16189819.000000 Penalty: 3875.776367
	Iteration 171Q: 3 clusters Score -1.618982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -16189822.000000 Penalty: 3875.776367
	Iteration 172Q: 3 clusters Score -1.618982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -16189822.000000 Penalty: 3875.776367
	Iteration 173F: 3 clusters Score -1.618982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Entering Unmasked Estep 
Score: -3601107.250000 Penalty: 1697.146484
	Iteration 0F: 2 clusters Score -3601107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3577988.250000 Penalty: 3394.292969
	Iteration 0F: 3 clusters Score -3577988 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3587036.250000 Penalty: 3394.292969
	Iteration 1F: 3 clusters Score -3587036 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3587773.500000 Penalty: 3394.292969
	Iteration 2F: 3 clusters Score -3587774 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3588819.250000 Penalty: 3394.292969
	Iteration 3F: 3 clusters Score -3588819 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3590439.000000 Penalty: 3394.292969
	Iteration 4F: 3 clusters Score -3590439 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3592702.250000 Penalty: 3394.292969
	Iteration 5F: 3 clusters Score -3592702 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3595021.250000 Penalty: 3394.292969
	Iteration 6F: 3 clusters Score -3595021 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3596900.500000 Penalty: 3394.292969
	Iteration 7F: 3 clusters Score -3596900 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3598099.250000 Penalty: 3394.292969
	Iteration 8Q: 3 clusters Score -3598099 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3598802.250000 Penalty: 3394.292969
	Iteration 9Q: 3 clusters Score -3598802 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3599204.000000 Penalty: 3394.292969
	Iteration 10Q: 3 clusters Score -3599204 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3599418.750000 Penalty: 3394.292969
	Iteration 11Q: 3 clusters Score -3599419 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3599557.000000 Penalty: 3394.292969
	Iteration 12Q: 3 clusters Score -3599557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3599627.750000 Penalty: 3394.292969
	Iteration 13Q: 3 clusters Score -3599628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3599681.500000 Penalty: 3394.292969
	Iteration 14Q: 3 clusters Score -3599682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3599711.000000 Penalty: 3394.292969
	Iteration 15Q: 3 clusters Score -3599711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3599730.000000 Penalty: 3394.292969
	Iteration 16Q: 3 clusters Score -3599730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3599745.750000 Penalty: 3394.292969
	Iteration 17Q: 3 clusters Score -3599746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3599749.250000 Penalty: 3394.292969
	Iteration 18Q: 3 clusters Score -3599749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3599753.750000 Penalty: 3394.292969
	Iteration 19Q: 3 clusters Score -3599754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3599757.000000 Penalty: 3394.292969
	Iteration 20F: 3 clusters Score -3599757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3599759.500000 Penalty: 3394.292969
	Iteration 21Q: 3 clusters Score -3599760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3599759.000000 Penalty: 3394.292969
	Iteration 22Q: 3 clusters Score -3599759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3599759.000000 Penalty: 3394.292969
	Iteration 23F: 3 clusters Score -3599759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9596.222656 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9596.223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9694.433594 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9694.434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9717.148438 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9717.148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9729.538086 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9729.538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9729.538086 Penalty: 1586.910645
	Iteration 4F: 3 clusters Score -9729.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Entering Unmasked Estep 
Score: -15806237.000000 Penalty: 1934.295776
	Iteration 0F: 2 clusters Score -1.580624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -15707320.000000 Penalty: 3868.591553
	Iteration 0F: 3 clusters Score -1.570732e+07 nChanged 71580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -15749184.000000 Penalty: 3868.591553
	Iteration 1F: 3 clusters Score -1.574918e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -15750185.000000 Penalty: 3868.591553
	Iteration 2Q: 3 clusters Score -1.575018e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -15751403.000000 Penalty: 3868.591553
	Iteration 3Q: 3 clusters Score -1.57514e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -15753228.000000 Penalty: 3868.591553
	Iteration 4Q: 3 clusters Score -1.575323e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -15756072.000000 Penalty: 3868.591553
	Iteration 5Q: 3 clusters Score -1.575607e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -15760719.000000 Penalty: 3868.591553
	Iteration 6F: 3 clusters Score -1.576072e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 103761 members 
Entering Unmasked Estep 
Score: -15768206.000000 Penalty: 3868.591553
	Iteration 7F: 3 clusters Score -1.576821e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -15777054.000000 Penalty: 3868.591553
	Iteration 8F: 3 clusters Score -1.577705e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 121009 members 
Entering Unmasked Estep 
Score: -15785003.000000 Penalty: 3868.591553
	Iteration 9F: 3 clusters Score -1.5785e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 126714 members 
Entering Unmasked Estep 
Score: -15790632.000000 Penalty: 3868.591553
	Iteration 10Q: 3 clusters Score -1.579063e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 130557 members 
Entering Unmasked Estep 
Score: -15794047.000000 Penalty: 3868.591553
	Iteration 11Q: 3 clusters Score -1.579405e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 133436 members 
Entering Unmasked Estep 
Score: -15796086.000000 Penalty: 3868.591553
	Iteration 12Q: 3 clusters Score -1.579609e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 135907 members 
Entering Unmasked Estep 
Score: -15797740.000000 Penalty: 3868.591553
	Iteration 13Q: 3 clusters Score -1.579774e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 138003 members 
Entering Unmasked Estep 
Score: -15799161.000000 Penalty: 3868.591553
	Iteration 14Q: 3 clusters Score -1.579916e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -15800441.000000 Penalty: 3868.591553
	Iteration 15Q: 3 clusters Score -1.580044e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -15801483.000000 Penalty: 3868.591553
	Iteration 16Q: 3 clusters Score -1.580148e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -15802321.000000 Penalty: 3868.591553
	Iteration 17Q: 3 clusters Score -1.580232e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -15803039.000000 Penalty: 3868.591553
	Iteration 18Q: 3 clusters Score -1.580304e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 144097 members 
Entering Unmasked Estep 
Score: -15803532.000000 Penalty: 3868.591553
	Iteration 19Q: 3 clusters Score -1.580353e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
Score: -15803889.000000 Penalty: 3868.591553
	Iteration 20F: 3 clusters Score -1.580389e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 145085 members 
Entering Unmasked Estep 
Score: -15804167.000000 Penalty: 3868.591553
	Iteration 21Q: 3 clusters Score -1.580417e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 145412 members 
Entering Unmasked Estep 
Score: -15804350.000000 Penalty: 3868.591553
	Iteration 22Q: 3 clusters Score -1.580435e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 145652 members 
Entering Unmasked Estep 
Score: -15804497.000000 Penalty: 3868.591553
	Iteration 23Q: 3 clusters Score -1.58045e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -15804604.000000 Penalty: 3868.591553
	Iteration 24Q: 3 clusters Score -1.58046e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -15804689.000000 Penalty: 3868.591553
	Iteration 25Q: 3 clusters Score -1.580469e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -15804763.000000 Penalty: 3868.591553
	Iteration 26Q: 3 clusters Score -1.580476e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -15804828.000000 Penalty: 3868.591553
	Iteration 27Q: 3 clusters Score -1.580483e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -15804859.000000 Penalty: 3868.591553
	Iteration 28Q: 3 clusters Score -1.580486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -15804882.000000 Penalty: 3868.591553
	Iteration 29Q: 3 clusters Score -1.580488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -15804899.000000 Penalty: 3868.591553
	Iteration 30Q: 3 clusters Score -1.58049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -15804918.000000 Penalty: 3868.591553
	Iteration 31Q: 3 clusters Score -1.580492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -15804961.000000 Penalty: 3868.591553
	Iteration 32Q: 3 clusters Score -1.580496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 146371 members 
Entering Unmasked Estep 
Score: -15804970.000000 Penalty: 3868.591553
	Iteration 33Q: 3 clusters Score -1.580497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -15804979.000000 Penalty: 3868.591553
	Iteration 34Q: 3 clusters Score -1.580498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -15804982.000000 Penalty: 3868.591553
	Iteration 35Q: 3 clusters Score -1.580498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -15804973.000000 Penalty: 3868.591553
	Iteration 36Q: 3 clusters Score -1.580497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -15804989.000000 Penalty: 3868.591553
	Iteration 37Q: 3 clusters Score -1.580499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -15804997.000000 Penalty: 3868.591553
	Iteration 38Q: 3 clusters Score -1.5805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -15804996.000000 Penalty: 3868.591553
	Iteration 39Q: 3 clusters Score -1.5805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 146452 members 
Entering Unmasked Estep 
Score: -15804998.000000 Penalty: 3868.591553
	Iteration 40F: 3 clusters Score -1.5805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -15805003.000000 Penalty: 3868.591553
	Iteration 41Q: 3 clusters Score -1.5805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -15804997.000000 Penalty: 3868.591553
	Iteration 42Q: 3 clusters Score -1.5805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -15805000.000000 Penalty: 3868.591553
	Iteration 43Q: 3 clusters Score -1.5805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -15805008.000000 Penalty: 3868.591553
	Iteration 44Q: 3 clusters Score -1.580501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 146450 members 
Entering Unmasked Estep 
Score: -15805027.000000 Penalty: 3868.591553
	Iteration 45Q: 3 clusters Score -1.580503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -15805027.000000 Penalty: 3868.591553
	Iteration 46Q: 3 clusters Score -1.580503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -15805026.000000 Penalty: 3868.591553
	Iteration 47Q: 3 clusters Score -1.580503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 146454 members 
Entering Unmasked Estep 
Score: -15805026.000000 Penalty: 3868.591553
	Iteration 48F: 3 clusters Score -1.580503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -150081.812500 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -150081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -148325.171875 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -148325.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148652.875000 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -148652.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -148756.921875 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -148756.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -148806.578125 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -148806.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148837.718750 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -148837.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148860.234375 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -148860.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148877.750000 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -148877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -148893.546875 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -148893.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148909.656250 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -148909.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148918.937500 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -148918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148926.375000 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -148926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148934.593750 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -148934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148944.281250 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -148944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -148950.312500 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -148950.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148954.546875 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -148954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148957.062500 Penalty: 2361.718994
	Iteration 15Q: 3 clusters Score -148957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148957.421875 Penalty: 2361.718994
	Iteration 16Q: 3 clusters Score -148957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148957.984375 Penalty: 2361.718994
	Iteration 17Q: 3 clusters Score -148958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148957.984375 Penalty: 2361.718994
	Iteration 18F: 3 clusters Score -148958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -486336.281250 Penalty: 1366.958984
	Iteration 0F: 2 clusters Score -486336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -482637.125000 Penalty: 2733.917969
	Iteration 0F: 3 clusters Score -482637.1 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -483632.437500 Penalty: 2733.917969
	Iteration 1F: 3 clusters Score -483632.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -483781.125000 Penalty: 2733.917969
	Iteration 2F: 3 clusters Score -483781.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -483866.812500 Penalty: 2733.917969
	Iteration 3Q: 3 clusters Score -483866.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -483930.843750 Penalty: 2733.917969
	Iteration 4Q: 3 clusters Score -483930.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -483979.843750 Penalty: 2733.917969
	Iteration 5Q: 3 clusters Score -483979.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -484015.656250 Penalty: 2733.917969
	Iteration 6Q: 3 clusters Score -484015.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -484048.312500 Penalty: 2733.917969
	Iteration 7Q: 3 clusters Score -484048.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -484076.781250 Penalty: 2733.917969
	Iteration 8Q: 3 clusters Score -484076.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -484100.687500 Penalty: 2733.917969
	Iteration 9Q: 3 clusters Score -484100.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -484116.750000 Penalty: 2733.917969
	Iteration 10Q: 3 clusters Score -484116.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -484133.375000 Penalty: 2733.917969
	Iteration 11Q: 3 clusters Score -484133.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -484144.531250 Penalty: 2733.917969
	Iteration 12Q: 3 clusters Score -484144.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -484156.562500 Penalty: 2733.917969
	Iteration 13Q: 3 clusters Score -484156.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -484172.281250 Penalty: 2733.917969
	Iteration 14Q: 3 clusters Score -484172.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -484186.906250 Penalty: 2733.917969
	Iteration 15Q: 3 clusters Score -484186.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -484202.187500 Penalty: 2733.917969
	Iteration 16Q: 3 clusters Score -484202.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -484216.906250 Penalty: 2733.917969
	Iteration 17Q: 3 clusters Score -484216.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -484229.281250 Penalty: 2733.917969
	Iteration 18Q: 3 clusters Score -484229.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -484239.406250 Penalty: 2733.917969
	Iteration 19Q: 3 clusters Score -484239.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -484249.125000 Penalty: 2733.917969
	Iteration 20F: 3 clusters Score -484249.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -484254.343750 Penalty: 2733.917969
	Iteration 21Q: 3 clusters Score -484254.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -484264.781250 Penalty: 2733.917969
	Iteration 22Q: 3 clusters Score -484264.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -484273.843750 Penalty: 2733.917969
	Iteration 23Q: 3 clusters Score -484273.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -484280.593750 Penalty: 2733.917969
	Iteration 24Q: 3 clusters Score -484280.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -484286.812500 Penalty: 2733.917969
	Iteration 25Q: 3 clusters Score -484286.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -484295.625000 Penalty: 2733.917969
	Iteration 26Q: 3 clusters Score -484295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -484304.875000 Penalty: 2733.917969
	Iteration 27Q: 3 clusters Score -484304.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -484315.593750 Penalty: 2733.917969
	Iteration 28Q: 3 clusters Score -484315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -484325.000000 Penalty: 2733.917969
	Iteration 29Q: 3 clusters Score -484325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -484332.125000 Penalty: 2733.917969
	Iteration 30Q: 3 clusters Score -484332.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -484337.937500 Penalty: 2733.917969
	Iteration 31Q: 3 clusters Score -484337.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -484343.343750 Penalty: 2733.917969
	Iteration 32Q: 3 clusters Score -484343.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -484346.437500 Penalty: 2733.917969
	Iteration 33Q: 3 clusters Score -484346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -484350.531250 Penalty: 2733.917969
	Iteration 34Q: 3 clusters Score -484350.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -484354.937500 Penalty: 2733.917969
	Iteration 35Q: 3 clusters Score -484354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -484358.781250 Penalty: 2733.917969
	Iteration 36Q: 3 clusters Score -484358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -484366.250000 Penalty: 2733.917969
	Iteration 37Q: 3 clusters Score -484366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -484372.906250 Penalty: 2733.917969
	Iteration 38Q: 3 clusters Score -484372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -484377.187500 Penalty: 2733.917969
	Iteration 39Q: 3 clusters Score -484377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -484383.812500 Penalty: 2733.917969
	Iteration 40F: 3 clusters Score -484383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -484387.937500 Penalty: 2733.917969
	Iteration 41Q: 3 clusters Score -484387.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -484396.531250 Penalty: 2733.917969
	Iteration 42Q: 3 clusters Score -484396.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -484404.531250 Penalty: 2733.917969
	Iteration 43Q: 3 clusters Score -484404.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -484410.281250 Penalty: 2733.917969
	Iteration 44Q: 3 clusters Score -484410.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -484417.031250 Penalty: 2733.917969
	Iteration 45Q: 3 clusters Score -484417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -484424.687500 Penalty: 2733.917969
	Iteration 46Q: 3 clusters Score -484424.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -484433.906250 Penalty: 2733.917969
	Iteration 47Q: 3 clusters Score -484433.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -484441.000000 Penalty: 2733.917969
	Iteration 48Q: 3 clusters Score -484441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -484452.968750 Penalty: 2733.917969
	Iteration 49Q: 3 clusters Score -484453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -484465.218750 Penalty: 2733.917969
	Iteration 50Q: 3 clusters Score -484465.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -484472.937500 Penalty: 2733.917969
	Iteration 51Q: 3 clusters Score -484472.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -484481.218750 Penalty: 2733.917969
	Iteration 52Q: 3 clusters Score -484481.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -484490.500000 Penalty: 2733.917969
	Iteration 53Q: 3 clusters Score -484490.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -484496.000000 Penalty: 2733.917969
	Iteration 54Q: 3 clusters Score -484496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -484500.281250 Penalty: 2733.917969
	Iteration 55Q: 3 clusters Score -484500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -484502.843750 Penalty: 2733.917969
	Iteration 56Q: 3 clusters Score -484502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -484507.187500 Penalty: 2733.917969
	Iteration 57Q: 3 clusters Score -484507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -484509.781250 Penalty: 2733.917969
	Iteration 58Q: 3 clusters Score -484509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -484516.562500 Penalty: 2733.917969
	Iteration 59Q: 3 clusters Score -484516.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -484522.468750 Penalty: 2733.917969
	Iteration 60F: 3 clusters Score -484522.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -484528.093750 Penalty: 2733.917969
	Iteration 61Q: 3 clusters Score -484528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -484531.937500 Penalty: 2733.917969
	Iteration 62Q: 3 clusters Score -484531.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -484538.968750 Penalty: 2733.917969
	Iteration 63Q: 3 clusters Score -484539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -484542.500000 Penalty: 2733.917969
	Iteration 64Q: 3 clusters Score -484542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -484548.125000 Penalty: 2733.917969
	Iteration 65Q: 3 clusters Score -484548.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -484553.125000 Penalty: 2733.917969
	Iteration 66Q: 3 clusters Score -484553.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -484563.000000 Penalty: 2733.917969
	Iteration 67Q: 3 clusters Score -484563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -484572.406250 Penalty: 2733.917969
	Iteration 68Q: 3 clusters Score -484572.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -484584.937500 Penalty: 2733.917969
	Iteration 69Q: 3 clusters Score -484584.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -484594.000000 Penalty: 2733.917969
	Iteration 70Q: 3 clusters Score -484594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -484605.250000 Penalty: 2733.917969
	Iteration 71Q: 3 clusters Score -484605.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -484610.968750 Penalty: 2733.917969
	Iteration 72Q: 3 clusters Score -484611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -484615.500000 Penalty: 2733.917969
	Iteration 73Q: 3 clusters Score -484615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -484616.812500 Penalty: 2733.917969
	Iteration 74Q: 3 clusters Score -484616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -484619.156250 Penalty: 2733.917969
	Iteration 75Q: 3 clusters Score -484619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -484621.843750 Penalty: 2733.917969
	Iteration 76Q: 3 clusters Score -484621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -484621.875000 Penalty: 2733.917969
	Iteration 77Q: 3 clusters Score -484621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -484621.875000 Penalty: 2733.917969
	Iteration 78F: 3 clusters Score -484621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Entering Unmasked Estep 
Score: -1464808.125000 Penalty: 1545.073730
	Iteration 0F: 2 clusters Score -1464808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1455354.500000 Penalty: 3090.147461
	Iteration 0F: 3 clusters Score -1455354 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1458928.750000 Penalty: 3090.147461
	Iteration 1F: 3 clusters Score -1458929 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1459517.500000 Penalty: 3090.147461
	Iteration 2F: 3 clusters Score -1459518 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1460046.375000 Penalty: 3090.147461
	Iteration 3F: 3 clusters Score -1460046 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1460621.250000 Penalty: 3090.147461
	Iteration 4F: 3 clusters Score -1460621 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1461215.375000 Penalty: 3090.147461
	Iteration 5F: 3 clusters Score -1461215 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1461835.250000 Penalty: 3090.147461
	Iteration 6F: 3 clusters Score -1461835 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1462382.000000 Penalty: 3090.147461
	Iteration 7F: 3 clusters Score -1462382 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1462787.625000 Penalty: 3090.147461
	Iteration 8Q: 3 clusters Score -1462788 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1463028.625000 Penalty: 3090.147461
	Iteration 9Q: 3 clusters Score -1463029 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1463172.875000 Penalty: 3090.147461
	Iteration 10Q: 3 clusters Score -1463173 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1463273.625000 Penalty: 3090.147461
	Iteration 11Q: 3 clusters Score -1463274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1463360.625000 Penalty: 3090.147461
	Iteration 12Q: 3 clusters Score -1463361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1463418.625000 Penalty: 3090.147461
	Iteration 13Q: 3 clusters Score -1463419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1463478.000000 Penalty: 3090.147461
	Iteration 14Q: 3 clusters Score -1463478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1463534.125000 Penalty: 3090.147461
	Iteration 15Q: 3 clusters Score -1463534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1463590.250000 Penalty: 3090.147461
	Iteration 16Q: 3 clusters Score -1463590 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1463642.875000 Penalty: 3090.147461
	Iteration 17Q: 3 clusters Score -1463643 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1463671.250000 Penalty: 3090.147461
	Iteration 18Q: 3 clusters Score -1463671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1463703.875000 Penalty: 3090.147461
	Iteration 19Q: 3 clusters Score -1463704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1463739.375000 Penalty: 3090.147461
	Iteration 20F: 3 clusters Score -1463739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1463768.875000 Penalty: 3090.147461
	Iteration 21Q: 3 clusters Score -1463769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1463800.250000 Penalty: 3090.147461
	Iteration 22Q: 3 clusters Score -1463800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1463837.750000 Penalty: 3090.147461
	Iteration 23Q: 3 clusters Score -1463838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1463868.625000 Penalty: 3090.147461
	Iteration 24Q: 3 clusters Score -1463869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1463891.250000 Penalty: 3090.147461
	Iteration 25Q: 3 clusters Score -1463891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1463915.125000 Penalty: 3090.147461
	Iteration 26Q: 3 clusters Score -1463915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1463943.250000 Penalty: 3090.147461
	Iteration 27Q: 3 clusters Score -1463943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1463974.750000 Penalty: 3090.147461
	Iteration 28Q: 3 clusters Score -1463975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1464003.000000 Penalty: 3090.147461
	Iteration 29Q: 3 clusters Score -1464003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1464016.000000 Penalty: 3090.147461
	Iteration 30Q: 3 clusters Score -1464016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1464032.750000 Penalty: 3090.147461
	Iteration 31Q: 3 clusters Score -1464033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1464041.625000 Penalty: 3090.147461
	Iteration 32Q: 3 clusters Score -1464042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1464049.875000 Penalty: 3090.147461
	Iteration 33Q: 3 clusters Score -1464050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1464058.125000 Penalty: 3090.147461
	Iteration 34Q: 3 clusters Score -1464058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1464067.375000 Penalty: 3090.147461
	Iteration 35Q: 3 clusters Score -1464067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1464072.000000 Penalty: 3090.147461
	Iteration 36Q: 3 clusters Score -1464072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1464081.375000 Penalty: 3090.147461
	Iteration 37Q: 3 clusters Score -1464081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1464086.375000 Penalty: 3090.147461
	Iteration 38Q: 3 clusters Score -1464086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1464091.875000 Penalty: 3090.147461
	Iteration 39Q: 3 clusters Score -1464092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1464100.000000 Penalty: 3090.147461
	Iteration 40F: 3 clusters Score -1464100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1464103.375000 Penalty: 3090.147461
	Iteration 41Q: 3 clusters Score -1464103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1464108.250000 Penalty: 3090.147461
	Iteration 42Q: 3 clusters Score -1464108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1464114.000000 Penalty: 3090.147461
	Iteration 43Q: 3 clusters Score -1464114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1464116.875000 Penalty: 3090.147461
	Iteration 44Q: 3 clusters Score -1464117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1464121.875000 Penalty: 3090.147461
	Iteration 45Q: 3 clusters Score -1464122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1464123.750000 Penalty: 3090.147461
	Iteration 46Q: 3 clusters Score -1464124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1464126.250000 Penalty: 3090.147461
	Iteration 47Q: 3 clusters Score -1464126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1464128.500000 Penalty: 3090.147461
	Iteration 48Q: 3 clusters Score -1464128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1464132.375000 Penalty: 3090.147461
	Iteration 49Q: 3 clusters Score -1464132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1464135.500000 Penalty: 3090.147461
	Iteration 50Q: 3 clusters Score -1464136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1464141.375000 Penalty: 3090.147461
	Iteration 51Q: 3 clusters Score -1464141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1464144.375000 Penalty: 3090.147461
	Iteration 52Q: 3 clusters Score -1464144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1464145.625000 Penalty: 3090.147461
	Iteration 53Q: 3 clusters Score -1464146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1464153.750000 Penalty: 3090.147461
	Iteration 54Q: 3 clusters Score -1464154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1464153.000000 Penalty: 3090.147461
	Iteration 55Q: 3 clusters Score -1464153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1464158.000000 Penalty: 3090.147461
	Iteration 56Q: 3 clusters Score -1464158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1464159.250000 Penalty: 3090.147461
	Iteration 57Q: 3 clusters Score -1464159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1464160.125000 Penalty: 3090.147461
	Iteration 58Q: 3 clusters Score -1464160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1464160.500000 Penalty: 3090.147461
	Iteration 59Q: 3 clusters Score -1464160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1464160.750000 Penalty: 3090.147461
	Iteration 60F: 3 clusters Score -1464161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1464161.500000 Penalty: 3090.147461
	Iteration 61Q: 3 clusters Score -1464162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1464161.625000 Penalty: 3090.147461
	Iteration 62Q: 3 clusters Score -1464162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1464161.250000 Penalty: 3090.147461
	Iteration 63Q: 3 clusters Score -1464161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1464162.250000 Penalty: 3090.147461
	Iteration 64Q: 3 clusters Score -1464162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1464165.250000 Penalty: 3090.147461
	Iteration 65Q: 3 clusters Score -1464165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1464166.500000 Penalty: 3090.147461
	Iteration 66Q: 3 clusters Score -1464166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1464166.375000 Penalty: 3090.147461
	Iteration 67Q: 3 clusters Score -1464166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1464170.625000 Penalty: 3090.147461
	Iteration 68Q: 3 clusters Score -1464171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1464172.875000 Penalty: 3090.147461
	Iteration 69Q: 3 clusters Score -1464173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1464174.500000 Penalty: 3090.147461
	Iteration 70Q: 3 clusters Score -1464174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1464175.000000 Penalty: 3090.147461
	Iteration 71Q: 3 clusters Score -1464175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1464175.000000 Penalty: 3090.147461
	Iteration 72F: 3 clusters Score -1464175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1362505.125000 Penalty: 1540.758057
	Iteration 0F: 2 clusters Score -1362505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1353403.000000 Penalty: 3081.516113
	Iteration 0F: 3 clusters Score -1353403 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1356701.000000 Penalty: 3081.516113
	Iteration 1F: 3 clusters Score -1356701 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1357166.125000 Penalty: 3081.516113
	Iteration 2F: 3 clusters Score -1357166 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1357627.875000 Penalty: 3081.516113
	Iteration 3F: 3 clusters Score -1357628 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1358089.625000 Penalty: 3081.516113
	Iteration 4F: 3 clusters Score -1358090 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1358654.125000 Penalty: 3081.516113
	Iteration 5F: 3 clusters Score -1358654 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1359238.375000 Penalty: 3081.516113
	Iteration 6F: 3 clusters Score -1359238 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1359794.625000 Penalty: 3081.516113
	Iteration 7F: 3 clusters Score -1359795 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1360278.875000 Penalty: 3081.516113
	Iteration 8Q: 3 clusters Score -1360279 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1360580.500000 Penalty: 3081.516113
	Iteration 9Q: 3 clusters Score -1360580 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1360742.125000 Penalty: 3081.516113
	Iteration 10Q: 3 clusters Score -1360742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1360832.375000 Penalty: 3081.516113
	Iteration 11Q: 3 clusters Score -1360832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1360896.375000 Penalty: 3081.516113
	Iteration 12Q: 3 clusters Score -1360896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1360935.000000 Penalty: 3081.516113
	Iteration 13Q: 3 clusters Score -1360935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1360963.625000 Penalty: 3081.516113
	Iteration 14Q: 3 clusters Score -1360964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1360987.375000 Penalty: 3081.516113
	Iteration 15Q: 3 clusters Score -1360987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1361013.750000 Penalty: 3081.516113
	Iteration 16Q: 3 clusters Score -1361014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1361046.000000 Penalty: 3081.516113
	Iteration 17Q: 3 clusters Score -1361046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1361076.125000 Penalty: 3081.516113
	Iteration 18Q: 3 clusters Score -1361076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1361114.750000 Penalty: 3081.516113
	Iteration 19Q: 3 clusters Score -1361115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1361154.500000 Penalty: 3081.516113
	Iteration 20F: 3 clusters Score -1361154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1361201.625000 Penalty: 3081.516113
	Iteration 21Q: 3 clusters Score -1361202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1361249.000000 Penalty: 3081.516113
	Iteration 22Q: 3 clusters Score -1361249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1361294.250000 Penalty: 3081.516113
	Iteration 23Q: 3 clusters Score -1361294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1361344.750000 Penalty: 3081.516113
	Iteration 24Q: 3 clusters Score -1361345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1361408.750000 Penalty: 3081.516113
	Iteration 25Q: 3 clusters Score -1361409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1361457.375000 Penalty: 3081.516113
	Iteration 26Q: 3 clusters Score -1361457 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1361528.250000 Penalty: 3081.516113
	Iteration 27Q: 3 clusters Score -1361528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1361596.000000 Penalty: 3081.516113
	Iteration 28Q: 3 clusters Score -1361596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1361663.375000 Penalty: 3081.516113
	Iteration 29Q: 3 clusters Score -1361663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1361751.250000 Penalty: 3081.516113
	Iteration 30Q: 3 clusters Score -1361751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1361811.000000 Penalty: 3081.516113
	Iteration 31Q: 3 clusters Score -1361811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1361845.250000 Penalty: 3081.516113
	Iteration 32Q: 3 clusters Score -1361845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1361855.375000 Penalty: 3081.516113
	Iteration 33Q: 3 clusters Score -1361855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1361865.000000 Penalty: 3081.516113
	Iteration 34Q: 3 clusters Score -1361865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1361871.000000 Penalty: 3081.516113
	Iteration 35Q: 3 clusters Score -1361871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1361873.750000 Penalty: 3081.516113
	Iteration 36Q: 3 clusters Score -1361874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1361879.375000 Penalty: 3081.516113
	Iteration 37Q: 3 clusters Score -1361879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1361885.500000 Penalty: 3081.516113
	Iteration 38Q: 3 clusters Score -1361886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1361888.750000 Penalty: 3081.516113
	Iteration 39Q: 3 clusters Score -1361889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1361892.000000 Penalty: 3081.516113
	Iteration 40F: 3 clusters Score -1361892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1361896.125000 Penalty: 3081.516113
	Iteration 41Q: 3 clusters Score -1361896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1361898.125000 Penalty: 3081.516113
	Iteration 42Q: 3 clusters Score -1361898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1361901.875000 Penalty: 3081.516113
	Iteration 43Q: 3 clusters Score -1361902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1361908.500000 Penalty: 3081.516113
	Iteration 44Q: 3 clusters Score -1361908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1361912.125000 Penalty: 3081.516113
	Iteration 45Q: 3 clusters Score -1361912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1361911.750000 Penalty: 3081.516113
	Iteration 46Q: 3 clusters Score -1361912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1361917.125000 Penalty: 3081.516113
	Iteration 47Q: 3 clusters Score -1361917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1361921.750000 Penalty: 3081.516113
	Iteration 48Q: 3 clusters Score -1361922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1361923.750000 Penalty: 3081.516113
	Iteration 49Q: 3 clusters Score -1361924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1361926.250000 Penalty: 3081.516113
	Iteration 50Q: 3 clusters Score -1361926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1361932.250000 Penalty: 3081.516113
	Iteration 51Q: 3 clusters Score -1361932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1361931.125000 Penalty: 3081.516113
	Iteration 52Q: 3 clusters Score -1361931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1361935.875000 Penalty: 3081.516113
	Iteration 53Q: 3 clusters Score -1361936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1361938.875000 Penalty: 3081.516113
	Iteration 54Q: 3 clusters Score -1361939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1361946.625000 Penalty: 3081.516113
	Iteration 55Q: 3 clusters Score -1361947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1361947.375000 Penalty: 3081.516113
	Iteration 56Q: 3 clusters Score -1361947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1361951.125000 Penalty: 3081.516113
	Iteration 57Q: 3 clusters Score -1361951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1361951.875000 Penalty: 3081.516113
	Iteration 58Q: 3 clusters Score -1361952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1361961.500000 Penalty: 3081.516113
	Iteration 59Q: 3 clusters Score -1361962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1361965.625000 Penalty: 3081.516113
	Iteration 60F: 3 clusters Score -1361966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1361967.500000 Penalty: 3081.516113
	Iteration 61Q: 3 clusters Score -1361968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1361973.875000 Penalty: 3081.516113
	Iteration 62Q: 3 clusters Score -1361974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1361973.750000 Penalty: 3081.516113
	Iteration 63Q: 3 clusters Score -1361974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1361973.625000 Penalty: 3081.516113
	Iteration 64Q: 3 clusters Score -1361974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1361976.125000 Penalty: 3081.516113
	Iteration 65Q: 3 clusters Score -1361976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1361974.250000 Penalty: 3081.516113
	Iteration 66Q: 3 clusters Score -1361974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1361974.250000 Penalty: 3081.516113
	Iteration 67F: 3 clusters Score -1361974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1392743.750000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1392744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1383811.500000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1383812 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1386784.250000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1386784 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1386988.500000 Penalty: 3073.158203
	Iteration 2Q: 3 clusters Score -1386988 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1387142.625000 Penalty: 3073.158203
	Iteration 3Q: 3 clusters Score -1387143 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1387277.125000 Penalty: 3073.158203
	Iteration 4Q: 3 clusters Score -1387277 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1387395.250000 Penalty: 3073.158203
	Iteration 5Q: 3 clusters Score -1387395 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1387490.500000 Penalty: 3073.158203
	Iteration 6Q: 3 clusters Score -1387490 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1387594.250000 Penalty: 3073.158203
	Iteration 7Q: 3 clusters Score -1387594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1387694.875000 Penalty: 3073.158203
	Iteration 8Q: 3 clusters Score -1387695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1387830.875000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1387831 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1387996.500000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1387996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1388195.375000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1388195 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1388440.250000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1388440 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1388729.375000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1388729 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1389040.500000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1389040 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1389388.750000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1389389 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1389721.125000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1389721 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1389935.875000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1389936 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1390048.375000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1390048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1390106.875000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1390107 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1390144.000000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1390144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1390171.750000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1390172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1390192.375000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1390192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1390207.625000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1390208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1390221.125000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1390221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1390234.250000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1390234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1390252.375000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1390252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1390263.000000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1390263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1390276.750000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1390277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1390288.000000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1390288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1390307.375000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1390307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1390318.375000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1390318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1390324.875000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1390325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1390333.000000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1390333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1390340.750000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1390341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1390347.875000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1390348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1390354 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1390361 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9001 members 
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	Iteration 38Q: 3 clusters Score -1390368 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1390370 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1390381 nChanged 40
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Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1390386 nChanged 51
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1390393 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9070 members 
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	Iteration 43Q: 3 clusters Score -1390406 nChanged 31
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9077 members 
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1390418 nChanged 27
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Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1390424 nChanged 23
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Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1390430 nChanged 21
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Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1390429 nChanged 19
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Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1390440 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1390441 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1390447 nChanged 27
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1390448 nChanged 29
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1390457 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1390458 nChanged 34
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Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1390472 nChanged 42
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Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1390477 nChanged 46
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1390486 nChanged 55
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1390501 nChanged 42
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Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1390501 nChanged 43
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9422 members 
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	Iteration 61Q: 3 clusters Score -1390509 nChanged 36
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9440 members 
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	Iteration 62Q: 3 clusters Score -1390515 nChanged 31
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Mstep: Class 1 contains 3330 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1390522 nChanged 29
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Mstep: Class 1 contains 3323 members 
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	Iteration 64Q: 3 clusters Score -1390524 nChanged 37
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Mstep: Class 1 contains 3308 members 
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	Iteration 65Q: 3 clusters Score -1390533 nChanged 29
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Mstep: Class 1 contains 3291 members 
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	Iteration 66Q: 3 clusters Score -1390538 nChanged 29
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Mstep: Class 1 contains 3278 members 
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	Iteration 67Q: 3 clusters Score -1390544 nChanged 37
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Mstep: Class 1 contains 3257 members 
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	Iteration 68Q: 3 clusters Score -1390555 nChanged 34
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Mstep: Class 1 contains 3243 members 
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	Iteration 69Q: 3 clusters Score -1390558 nChanged 41
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Mstep: Class 1 contains 3220 members 
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	Iteration 70Q: 3 clusters Score -1390562 nChanged 42
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Mstep: Class 1 contains 3206 members 
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	Iteration 71Q: 3 clusters Score -1390574 nChanged 41
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Mstep: Class 1 contains 3179 members 
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	Iteration 72Q: 3 clusters Score -1390582 nChanged 41
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9629 members 
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	Iteration 73Q: 3 clusters Score -1390591 nChanged 46
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9661 members 
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	Iteration 74Q: 3 clusters Score -1390601 nChanged 54
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Mstep: Class 1 contains 3080 members 
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	Iteration 75Q: 3 clusters Score -1390612 nChanged 51
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Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9740 members 
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	Iteration 76Q: 3 clusters Score -1390627 nChanged 46
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Mstep: Class 1 contains 3005 members 
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	Iteration 77Q: 3 clusters Score -1390637 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2962 members 
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	Iteration 78Q: 3 clusters Score -1390654 nChanged 57
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9870 members 
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	Iteration 79Q: 3 clusters Score -1390664 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9918 members 
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	Iteration 80F: 3 clusters Score -1390679 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9959 members 
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	Iteration 81Q: 3 clusters Score -1390692 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2796 members 
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	Iteration 82Q: 3 clusters Score -1390697 nChanged 36
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Mstep: Class 1 contains 2768 members 
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	Iteration 83Q: 3 clusters Score -1390701 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2738 members 
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	Iteration 84Q: 3 clusters Score -1390707 nChanged 28
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Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10073 members 
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	Iteration 85Q: 3 clusters Score -1390715 nChanged 39
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Mstep: Class 1 contains 2675 members 
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	Iteration 86Q: 3 clusters Score -1390720 nChanged 43
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Mstep: Class 1 contains 2636 members 
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	Iteration 87Q: 3 clusters Score -1390726 nChanged 44
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Mstep: Class 1 contains 2594 members 
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	Iteration 88Q: 3 clusters Score -1390735 nChanged 45
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Mstep: Class 1 contains 2551 members 
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	Iteration 89Q: 3 clusters Score -1390749 nChanged 35
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Mstep: Class 1 contains 2518 members 
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	Iteration 90Q: 3 clusters Score -1390756 nChanged 48
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Mstep: Class 1 contains 2472 members 
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	Iteration 91Q: 3 clusters Score -1390771 nChanged 48
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Mstep: Class 1 contains 2428 members 
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	Iteration 92Q: 3 clusters Score -1390782 nChanged 41
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Mstep: Class 1 contains 2389 members 
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	Iteration 93Q: 3 clusters Score -1390787 nChanged 39
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Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10429 members 
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	Iteration 94Q: 3 clusters Score -1390799 nChanged 41
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Mstep: Class 1 contains 2313 members 
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	Iteration 95Q: 3 clusters Score -1390810 nChanged 52
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10516 members 
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	Iteration 96Q: 3 clusters Score -1390824 nChanged 65
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Mstep: Class 1 contains 2202 members 
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	Iteration 97Q: 3 clusters Score -1390847 nChanged 64
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10645 members 
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	Iteration 98Q: 3 clusters Score -1390860 nChanged 79
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10716 members 
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	Iteration 99Q: 3 clusters Score -1390884 nChanged 74
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10780 members 
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	Iteration 100F: 3 clusters Score -1390912 nChanged 76
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1390940 nChanged 77
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10929 members 
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	Iteration 102Q: 3 clusters Score -1390966 nChanged 81
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Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11006 members 
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	Iteration 103Q: 3 clusters Score -1390989 nChanged 65
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Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11069 members 
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	Iteration 104Q: 3 clusters Score -1391012 nChanged 72
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Mstep: Class 1 contains 1646 members 
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	Iteration 105Q: 3 clusters Score -1391038 nChanged 67
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Mstep: Class 1 contains 1581 members 
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	Iteration 106Q: 3 clusters Score -1391064 nChanged 59
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Mstep: Class 1 contains 1526 members 
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	Iteration 107Q: 3 clusters Score -1391085 nChanged 66
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11323 members 
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	Iteration 108Q: 3 clusters Score -1391107 nChanged 71
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1391132 nChanged 60
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11454 members 
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	Iteration 110Q: 3 clusters Score -1391150 nChanged 53
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Mstep: Class 1 contains 1276 members 
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	Iteration 111Q: 3 clusters Score -1391171 nChanged 53
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Mstep: Class 1 contains 1223 members 
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	Iteration 112Q: 3 clusters Score -1391194 nChanged 54
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Mstep: Class 1 contains 1171 members 
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	Iteration 113Q: 3 clusters Score -1391218 nChanged 46
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Mstep: Class 1 contains 1125 members 
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	Iteration 114Q: 3 clusters Score -1391232 nChanged 39
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	Iteration 115Q: 3 clusters Score -1391244 nChanged 32
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	Iteration 116Q: 3 clusters Score -1391256 nChanged 24
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Mstep: Class 2 contains 11749 members 
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	Iteration 117Q: 3 clusters Score -1391263 nChanged 31
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Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1391280 nChanged 39
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Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1391294 nChanged 34
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	Iteration 120F: 3 clusters Score -1391307 nChanged 32
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1391319 nChanged 30
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1391331 nChanged 27
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1391339 nChanged 24
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Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1391347 nChanged 22
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1391357 nChanged 25
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Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1391367 nChanged 22
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1391378 nChanged 24
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	Iteration 128Q: 3 clusters Score -1391385 nChanged 24
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Mstep: Class 1 contains 712 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1391398 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1391405.375000 Penalty: 3073.158203
	Iteration 130Q: 3 clusters Score -1391405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1391410.500000 Penalty: 3073.158203
	Iteration 131Q: 3 clusters Score -1391410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1391413.000000 Penalty: 3073.158203
	Iteration 132Q: 3 clusters Score -1391413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1391423.625000 Penalty: 3073.158203
	Iteration 133Q: 3 clusters Score -1391424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1391426.750000 Penalty: 3073.158203
	Iteration 134Q: 3 clusters Score -1391427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1391431.875000 Penalty: 3073.158203
	Iteration 135Q: 3 clusters Score -1391432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1391445.875000 Penalty: 3073.158203
	Iteration 136Q: 3 clusters Score -1391446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1391451.375000 Penalty: 3073.158203
	Iteration 137Q: 3 clusters Score -1391451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1391456.125000 Penalty: 3073.158203
	Iteration 138Q: 3 clusters Score -1391456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1391462.500000 Penalty: 3073.158203
	Iteration 139Q: 3 clusters Score -1391462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1391467.125000 Penalty: 3073.158203
	Iteration 140F: 3 clusters Score -1391467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1391468.500000 Penalty: 3073.158203
	Iteration 141Q: 3 clusters Score -1391468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1391469.750000 Penalty: 3073.158203
	Iteration 142Q: 3 clusters Score -1391470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1391469.750000 Penalty: 3073.158203
	Iteration 143Q: 3 clusters Score -1391470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1391469.750000 Penalty: 3073.158203
	Iteration 144F: 3 clusters Score -1391470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Entering Unmasked Estep 
Score: -1508205.250000 Penalty: 1549.312988
	Iteration 0F: 2 clusters Score -1508205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1498490.625000 Penalty: 3098.625977
	Iteration 0F: 3 clusters Score -1498491 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1501796.625000 Penalty: 3098.625977
	Iteration 1F: 3 clusters Score -1501797 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1502105.375000 Penalty: 3098.625977
	Iteration 2F: 3 clusters Score -1502105 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1502356.750000 Penalty: 3098.625977
	Iteration 3Q: 3 clusters Score -1502357 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1502567.000000 Penalty: 3098.625977
	Iteration 4Q: 3 clusters Score -1502567 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1502789.125000 Penalty: 3098.625977
	Iteration 5Q: 3 clusters Score -1502789 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1503051.375000 Penalty: 3098.625977
	Iteration 6Q: 3 clusters Score -1503051 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1503392.625000 Penalty: 3098.625977
	Iteration 7Q: 3 clusters Score -1503393 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1503790.625000 Penalty: 3098.625977
	Iteration 8Q: 3 clusters Score -1503791 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1504224.375000 Penalty: 3098.625977
	Iteration 9Q: 3 clusters Score -1504224 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1504622.500000 Penalty: 3098.625977
	Iteration 10Q: 3 clusters Score -1504622 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1504875.750000 Penalty: 3098.625977
	Iteration 11Q: 3 clusters Score -1504876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1505020.750000 Penalty: 3098.625977
	Iteration 12Q: 3 clusters Score -1505021 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1505135.375000 Penalty: 3098.625977
	Iteration 13Q: 3 clusters Score -1505135 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1505235.500000 Penalty: 3098.625977
	Iteration 14Q: 3 clusters Score -1505236 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1505312.625000 Penalty: 3098.625977
	Iteration 15Q: 3 clusters Score -1505313 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1505378.250000 Penalty: 3098.625977
	Iteration 16Q: 3 clusters Score -1505378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1505427.500000 Penalty: 3098.625977
	Iteration 17Q: 3 clusters Score -1505428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1505471.625000 Penalty: 3098.625977
	Iteration 18Q: 3 clusters Score -1505472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1505508.500000 Penalty: 3098.625977
	Iteration 19Q: 3 clusters Score -1505508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1505563.375000 Penalty: 3098.625977
	Iteration 20F: 3 clusters Score -1505563 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1505615.375000 Penalty: 3098.625977
	Iteration 21Q: 3 clusters Score -1505615 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1505669.000000 Penalty: 3098.625977
	Iteration 22Q: 3 clusters Score -1505669 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1505752.375000 Penalty: 3098.625977
	Iteration 23Q: 3 clusters Score -1505752 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1505833.500000 Penalty: 3098.625977
	Iteration 24Q: 3 clusters Score -1505834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1505892.500000 Penalty: 3098.625977
	Iteration 25Q: 3 clusters Score -1505892 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1505959.875000 Penalty: 3098.625977
	Iteration 26Q: 3 clusters Score -1505960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1506036.125000 Penalty: 3098.625977
	Iteration 27Q: 3 clusters Score -1506036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1506102.625000 Penalty: 3098.625977
	Iteration 28Q: 3 clusters Score -1506103 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1506163.500000 Penalty: 3098.625977
	Iteration 29Q: 3 clusters Score -1506164 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1506215.375000 Penalty: 3098.625977
	Iteration 30Q: 3 clusters Score -1506215 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1506263.875000 Penalty: 3098.625977
	Iteration 31Q: 3 clusters Score -1506264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1506314.375000 Penalty: 3098.625977
	Iteration 32Q: 3 clusters Score -1506314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1506363.875000 Penalty: 3098.625977
	Iteration 33Q: 3 clusters Score -1506364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1506405.000000 Penalty: 3098.625977
	Iteration 34Q: 3 clusters Score -1506405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1506441.750000 Penalty: 3098.625977
	Iteration 35Q: 3 clusters Score -1506442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1506475.500000 Penalty: 3098.625977
	Iteration 36Q: 3 clusters Score -1506476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1506504.250000 Penalty: 3098.625977
	Iteration 37Q: 3 clusters Score -1506504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1506536.875000 Penalty: 3098.625977
	Iteration 38Q: 3 clusters Score -1506537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1506564.375000 Penalty: 3098.625977
	Iteration 39Q: 3 clusters Score -1506564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1506599.000000 Penalty: 3098.625977
	Iteration 40F: 3 clusters Score -1506599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1506627.125000 Penalty: 3098.625977
	Iteration 41Q: 3 clusters Score -1506627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1506651.625000 Penalty: 3098.625977
	Iteration 42Q: 3 clusters Score -1506652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1506682.000000 Penalty: 3098.625977
	Iteration 43Q: 3 clusters Score -1506682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1506703.375000 Penalty: 3098.625977
	Iteration 44Q: 3 clusters Score -1506703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1506720.000000 Penalty: 3098.625977
	Iteration 45Q: 3 clusters Score -1506720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1506731.750000 Penalty: 3098.625977
	Iteration 46Q: 3 clusters Score -1506732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1506741.750000 Penalty: 3098.625977
	Iteration 47Q: 3 clusters Score -1506742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1506754.000000 Penalty: 3098.625977
	Iteration 48Q: 3 clusters Score -1506754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1506760.750000 Penalty: 3098.625977
	Iteration 49Q: 3 clusters Score -1506761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1506767.625000 Penalty: 3098.625977
	Iteration 50Q: 3 clusters Score -1506768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1506775.625000 Penalty: 3098.625977
	Iteration 51Q: 3 clusters Score -1506776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1506781.000000 Penalty: 3098.625977
	Iteration 52Q: 3 clusters Score -1506781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1506783.875000 Penalty: 3098.625977
	Iteration 53Q: 3 clusters Score -1506784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1506788.375000 Penalty: 3098.625977
	Iteration 54Q: 3 clusters Score -1506788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1506791.125000 Penalty: 3098.625977
	Iteration 55Q: 3 clusters Score -1506791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1506796.375000 Penalty: 3098.625977
	Iteration 56Q: 3 clusters Score -1506796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1506802.125000 Penalty: 3098.625977
	Iteration 57Q: 3 clusters Score -1506802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1506802.500000 Penalty: 3098.625977
	Iteration 58Q: 3 clusters Score -1506802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1506806.625000 Penalty: 3098.625977
	Iteration 59Q: 3 clusters Score -1506807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1506813.625000 Penalty: 3098.625977
	Iteration 60F: 3 clusters Score -1506814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1506815.125000 Penalty: 3098.625977
	Iteration 61Q: 3 clusters Score -1506815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1506819.375000 Penalty: 3098.625977
	Iteration 62Q: 3 clusters Score -1506819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1506822.875000 Penalty: 3098.625977
	Iteration 63Q: 3 clusters Score -1506823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1506823.500000 Penalty: 3098.625977
	Iteration 64Q: 3 clusters Score -1506824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1506825.500000 Penalty: 3098.625977
	Iteration 65Q: 3 clusters Score -1506826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1506834.250000 Penalty: 3098.625977
	Iteration 66Q: 3 clusters Score -1506834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1506840.500000 Penalty: 3098.625977
	Iteration 67Q: 3 clusters Score -1506840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1506848.250000 Penalty: 3098.625977
	Iteration 68Q: 3 clusters Score -1506848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1506856.125000 Penalty: 3098.625977
	Iteration 69Q: 3 clusters Score -1506856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1506857.125000 Penalty: 3098.625977
	Iteration 70Q: 3 clusters Score -1506857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1506860.500000 Penalty: 3098.625977
	Iteration 71Q: 3 clusters Score -1506860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1506860.875000 Penalty: 3098.625977
	Iteration 72Q: 3 clusters Score -1506861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1506867.250000 Penalty: 3098.625977
	Iteration 73Q: 3 clusters Score -1506867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1506868.625000 Penalty: 3098.625977
	Iteration 74Q: 3 clusters Score -1506869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1506866.750000 Penalty: 3098.625977
	Iteration 75Q: 3 clusters Score -1506867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1506867.500000 Penalty: 3098.625977
	Iteration 76Q: 3 clusters Score -1506868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1506868.000000 Penalty: 3098.625977
	Iteration 77Q: 3 clusters Score -1506868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1506868.625000 Penalty: 3098.625977
	Iteration 78Q: 3 clusters Score -1506869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1506872.000000 Penalty: 3098.625977
	Iteration 79Q: 3 clusters Score -1506872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1506873.375000 Penalty: 3098.625977
	Iteration 80F: 3 clusters Score -1506873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1506873.500000 Penalty: 3098.625977
	Iteration 81Q: 3 clusters Score -1506874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1506876.750000 Penalty: 3098.625977
	Iteration 82Q: 3 clusters Score -1506877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1506877.750000 Penalty: 3098.625977
	Iteration 83Q: 3 clusters Score -1506878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1506879.750000 Penalty: 3098.625977
	Iteration 84Q: 3 clusters Score -1506880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1506880.250000 Penalty: 3098.625977
	Iteration 85Q: 3 clusters Score -1506880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1506881.000000 Penalty: 3098.625977
	Iteration 86Q: 3 clusters Score -1506881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1506881.000000 Penalty: 3098.625977
	Iteration 87F: 3 clusters Score -1506881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Entering Unmasked Estep 
Score: -5997035.500000 Penalty: 1780.427124
	Iteration 0F: 2 clusters Score -5997036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5958857.000000 Penalty: 3560.854248
	Iteration 0F: 3 clusters Score -5958857 nChanged 26972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -5974351.000000 Penalty: 3560.854248
	Iteration 1F: 3 clusters Score -5974351 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -5974905.500000 Penalty: 3560.854248
	Iteration 2Q: 3 clusters Score -5974906 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5975608.000000 Penalty: 3560.854248
	Iteration 3Q: 3 clusters Score -5975608 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -5976573.500000 Penalty: 3560.854248
	Iteration 4Q: 3 clusters Score -5976574 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5978217.500000 Penalty: 3560.854248
	Iteration 5F: 3 clusters Score -5978218 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5980945.000000 Penalty: 3560.854248
	Iteration 6F: 3 clusters Score -5980945 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5984749.500000 Penalty: 3560.854248
	Iteration 7F: 3 clusters Score -5984750 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -5989023.000000 Penalty: 3560.854248
	Iteration 8F: 3 clusters Score -5989023 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -5992423.500000 Penalty: 3560.854248
	Iteration 9F: 3 clusters Score -5992424 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -5994366.000000 Penalty: 3560.854248
	Iteration 10Q: 3 clusters Score -5994366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -5995049.500000 Penalty: 3560.854248
	Iteration 11Q: 3 clusters Score -5995050 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -5995280.000000 Penalty: 3560.854248
	Iteration 12Q: 3 clusters Score -5995280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -5995338.500000 Penalty: 3560.854248
	Iteration 13Q: 3 clusters Score -5995338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -5995393.500000 Penalty: 3560.854248
	Iteration 14Q: 3 clusters Score -5995394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -5995406.500000 Penalty: 3560.854248
	Iteration 15Q: 3 clusters Score -5995406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -5995435.500000 Penalty: 3560.854248
	Iteration 16Q: 3 clusters Score -5995436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5995454.500000 Penalty: 3560.854248
	Iteration 17Q: 3 clusters Score -5995454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5995456.000000 Penalty: 3560.854248
	Iteration 18Q: 3 clusters Score -5995456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5995456.500000 Penalty: 3560.854248
	Iteration 19Q: 3 clusters Score -5995456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -5995463.000000 Penalty: 3560.854248
	Iteration 20F: 3 clusters Score -5995463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5995467.500000 Penalty: 3560.854248
	Iteration 21Q: 3 clusters Score -5995468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5995467.500000 Penalty: 3560.854248
	Iteration 22F: 3 clusters Score -5995468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -819747.375000 Penalty: 1459.359741
	Iteration 0F: 2 clusters Score -819747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -813893.187500 Penalty: 2918.719482
	Iteration 0F: 3 clusters Score -813893.2 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -815712.562500 Penalty: 2918.719482
	Iteration 1F: 3 clusters Score -815712.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -816047.625000 Penalty: 2918.719482
	Iteration 2F: 3 clusters Score -816047.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -816388.125000 Penalty: 2918.719482
	Iteration 3F: 3 clusters Score -816388.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -816708.750000 Penalty: 2918.719482
	Iteration 4F: 3 clusters Score -816708.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -817006.875000 Penalty: 2918.719482
	Iteration 5F: 3 clusters Score -817006.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -817279.000000 Penalty: 2918.719482
	Iteration 6Q: 3 clusters Score -817279 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -817525.562500 Penalty: 2918.719482
	Iteration 7Q: 3 clusters Score -817525.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -817760.250000 Penalty: 2918.719482
	Iteration 8Q: 3 clusters Score -817760.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -817950.750000 Penalty: 2918.719482
	Iteration 9Q: 3 clusters Score -817950.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -818090.250000 Penalty: 2918.719482
	Iteration 10Q: 3 clusters Score -818090.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -818185.875000 Penalty: 2918.719482
	Iteration 11Q: 3 clusters Score -818185.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -818247.000000 Penalty: 2918.719482
	Iteration 12Q: 3 clusters Score -818247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -818288.812500 Penalty: 2918.719482
	Iteration 13Q: 3 clusters Score -818288.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -818320.062500 Penalty: 2918.719482
	Iteration 14Q: 3 clusters Score -818320.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -818355.250000 Penalty: 2918.719482
	Iteration 15Q: 3 clusters Score -818355.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -818382.437500 Penalty: 2918.719482
	Iteration 16Q: 3 clusters Score -818382.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -818407.750000 Penalty: 2918.719482
	Iteration 17Q: 3 clusters Score -818407.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -818431.687500 Penalty: 2918.719482
	Iteration 18Q: 3 clusters Score -818431.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -818452.500000 Penalty: 2918.719482
	Iteration 19Q: 3 clusters Score -818452.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -818473.875000 Penalty: 2918.719482
	Iteration 20F: 3 clusters Score -818473.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -818488.625000 Penalty: 2918.719482
	Iteration 21Q: 3 clusters Score -818488.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -818497.500000 Penalty: 2918.719482
	Iteration 22Q: 3 clusters Score -818497.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -818507.437500 Penalty: 2918.719482
	Iteration 23Q: 3 clusters Score -818507.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -818516.250000 Penalty: 2918.719482
	Iteration 24Q: 3 clusters Score -818516.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -818523.000000 Penalty: 2918.719482
	Iteration 25Q: 3 clusters Score -818523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -818532.750000 Penalty: 2918.719482
	Iteration 26Q: 3 clusters Score -818532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -818540.437500 Penalty: 2918.719482
	Iteration 27Q: 3 clusters Score -818540.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -818549.000000 Penalty: 2918.719482
	Iteration 28Q: 3 clusters Score -818549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -818553.125000 Penalty: 2918.719482
	Iteration 29Q: 3 clusters Score -818553.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -818560.375000 Penalty: 2918.719482
	Iteration 30Q: 3 clusters Score -818560.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -818572.562500 Penalty: 2918.719482
	Iteration 31Q: 3 clusters Score -818572.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -818583.750000 Penalty: 2918.719482
	Iteration 32Q: 3 clusters Score -818583.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -818595.625000 Penalty: 2918.719482
	Iteration 33Q: 3 clusters Score -818595.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -818607.687500 Penalty: 2918.719482
	Iteration 34Q: 3 clusters Score -818607.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -818620.250000 Penalty: 2918.719482
	Iteration 35Q: 3 clusters Score -818620.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -818639.312500 Penalty: 2918.719482
	Iteration 36Q: 3 clusters Score -818639.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -818665.625000 Penalty: 2918.719482
	Iteration 37Q: 3 clusters Score -818665.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -818682.875000 Penalty: 2918.719482
	Iteration 38Q: 3 clusters Score -818682.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -818702.500000 Penalty: 2918.719482
	Iteration 39Q: 3 clusters Score -818702.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -818711.250000 Penalty: 2918.719482
	Iteration 40F: 3 clusters Score -818711.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -818720.125000 Penalty: 2918.719482
	Iteration 41Q: 3 clusters Score -818720.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -818725.187500 Penalty: 2918.719482
	Iteration 42Q: 3 clusters Score -818725.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -818729.687500 Penalty: 2918.719482
	Iteration 43Q: 3 clusters Score -818729.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -818734.937500 Penalty: 2918.719482
	Iteration 44Q: 3 clusters Score -818734.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -818736.625000 Penalty: 2918.719482
	Iteration 45Q: 3 clusters Score -818736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -818744.062500 Penalty: 2918.719482
	Iteration 46Q: 3 clusters Score -818744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -818750.312500 Penalty: 2918.719482
	Iteration 47Q: 3 clusters Score -818750.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -818756.437500 Penalty: 2918.719482
	Iteration 48Q: 3 clusters Score -818756.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -818762.625000 Penalty: 2918.719482
	Iteration 49Q: 3 clusters Score -818762.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -818767.937500 Penalty: 2918.719482
	Iteration 50Q: 3 clusters Score -818767.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -818774.062500 Penalty: 2918.719482
	Iteration 51Q: 3 clusters Score -818774.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -818784.250000 Penalty: 2918.719482
	Iteration 52Q: 3 clusters Score -818784.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -818793.812500 Penalty: 2918.719482
	Iteration 53Q: 3 clusters Score -818793.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -818800.375000 Penalty: 2918.719482
	Iteration 54Q: 3 clusters Score -818800.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -818808.187500 Penalty: 2918.719482
	Iteration 55Q: 3 clusters Score -818808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -818813.437500 Penalty: 2918.719482
	Iteration 56Q: 3 clusters Score -818813.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -818816.437500 Penalty: 2918.719482
	Iteration 57Q: 3 clusters Score -818816.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -818824.875000 Penalty: 2918.719482
	Iteration 58Q: 3 clusters Score -818824.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -818830.562500 Penalty: 2918.719482
	Iteration 59Q: 3 clusters Score -818830.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -818834.812500 Penalty: 2918.719482
	Iteration 60F: 3 clusters Score -818834.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -818839.062500 Penalty: 2918.719482
	Iteration 61Q: 3 clusters Score -818839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -818843.312500 Penalty: 2918.719482
	Iteration 62Q: 3 clusters Score -818843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -818847.500000 Penalty: 2918.719482
	Iteration 63Q: 3 clusters Score -818847.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -818848.000000 Penalty: 2918.719482
	Iteration 64Q: 3 clusters Score -818848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -818854.562500 Penalty: 2918.719482
	Iteration 65Q: 3 clusters Score -818854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -818854.500000 Penalty: 2918.719482
	Iteration 66Q: 3 clusters Score -818854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -818854.937500 Penalty: 2918.719482
	Iteration 67Q: 3 clusters Score -818854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -818856.625000 Penalty: 2918.719482
	Iteration 68Q: 3 clusters Score -818856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -818858.187500 Penalty: 2918.719482
	Iteration 69Q: 3 clusters Score -818858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -818859.375000 Penalty: 2918.719482
	Iteration 70Q: 3 clusters Score -818859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -818864.875000 Penalty: 2918.719482
	Iteration 71Q: 3 clusters Score -818864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -818866.750000 Penalty: 2918.719482
	Iteration 72Q: 3 clusters Score -818866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -818866.312500 Penalty: 2918.719482
	Iteration 73Q: 3 clusters Score -818866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -818866.062500 Penalty: 2918.719482
	Iteration 74Q: 3 clusters Score -818866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -818866.062500 Penalty: 2918.719482
	Iteration 75Q: 3 clusters Score -818866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -818866.875000 Penalty: 2918.719482
	Iteration 76Q: 3 clusters Score -818866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -818868.250000 Penalty: 2918.719482
	Iteration 77Q: 3 clusters Score -818868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -818867.437500 Penalty: 2918.719482
	Iteration 78Q: 3 clusters Score -818867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -818867.000000 Penalty: 2918.719482
	Iteration 79Q: 3 clusters Score -818867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -818868.250000 Penalty: 2918.719482
	Iteration 80F: 3 clusters Score -818868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -818867.750000 Penalty: 2918.719482
	Iteration 81Q: 3 clusters Score -818867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -818868.375000 Penalty: 2918.719482
	Iteration 82Q: 3 clusters Score -818868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -818869.812500 Penalty: 2918.719482
	Iteration 83Q: 3 clusters Score -818869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -818869.812500 Penalty: 2918.719482
	Iteration 84F: 3 clusters Score -818869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16969.832031 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16969.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17100.544922 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17100.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17144.445312 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -17144.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17152.759766 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17152.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17155.671875 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17155.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17155.671875 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -17155.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -402192.343750 Penalty: 1352.940918
	Iteration 0F: 2 clusters Score -402192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -398752.281250 Penalty: 2705.881836
	Iteration 0F: 3 clusters Score -398752.3 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -399632.812500 Penalty: 2705.881836
	Iteration 1F: 3 clusters Score -399632.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399862.406250 Penalty: 2705.881836
	Iteration 2F: 3 clusters Score -399862.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -400068.437500 Penalty: 2705.881836
	Iteration 3F: 3 clusters Score -400068.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -400253.156250 Penalty: 2705.881836
	Iteration 4F: 3 clusters Score -400253.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -400419.968750 Penalty: 2705.881836
	Iteration 5Q: 3 clusters Score -400420 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -400545.687500 Penalty: 2705.881836
	Iteration 6Q: 3 clusters Score -400545.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -400637.468750 Penalty: 2705.881836
	Iteration 7Q: 3 clusters Score -400637.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -400720.812500 Penalty: 2705.881836
	Iteration 8Q: 3 clusters Score -400720.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -400810.062500 Penalty: 2705.881836
	Iteration 9Q: 3 clusters Score -400810.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -400890.312500 Penalty: 2705.881836
	Iteration 10Q: 3 clusters Score -400890.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -400956.531250 Penalty: 2705.881836
	Iteration 11Q: 3 clusters Score -400956.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -401009.000000 Penalty: 2705.881836
	Iteration 12Q: 3 clusters Score -401009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -401055.593750 Penalty: 2705.881836
	Iteration 13Q: 3 clusters Score -401055.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -401103.906250 Penalty: 2705.881836
	Iteration 14Q: 3 clusters Score -401103.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -401138.218750 Penalty: 2705.881836
	Iteration 15Q: 3 clusters Score -401138.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401154.906250 Penalty: 2705.881836
	Iteration 16Q: 3 clusters Score -401154.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -401171.000000 Penalty: 2705.881836
	Iteration 17Q: 3 clusters Score -401171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -401189.406250 Penalty: 2705.881836
	Iteration 18Q: 3 clusters Score -401189.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -401202.343750 Penalty: 2705.881836
	Iteration 19Q: 3 clusters Score -401202.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -401209.937500 Penalty: 2705.881836
	Iteration 20F: 3 clusters Score -401209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -401213.656250 Penalty: 2705.881836
	Iteration 21Q: 3 clusters Score -401213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -401216.468750 Penalty: 2705.881836
	Iteration 22Q: 3 clusters Score -401216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -401219.437500 Penalty: 2705.881836
	Iteration 23Q: 3 clusters Score -401219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -401222.468750 Penalty: 2705.881836
	Iteration 24Q: 3 clusters Score -401222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -401223.781250 Penalty: 2705.881836
	Iteration 25Q: 3 clusters Score -401223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -401223.281250 Penalty: 2705.881836
	Iteration 26Q: 3 clusters Score -401223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -401224.875000 Penalty: 2705.881836
	Iteration 27Q: 3 clusters Score -401224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -401224.187500 Penalty: 2705.881836
	Iteration 28Q: 3 clusters Score -401224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -401224.375000 Penalty: 2705.881836
	Iteration 29Q: 3 clusters Score -401224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -401225.031250 Penalty: 2705.881836
	Iteration 30Q: 3 clusters Score -401225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -401226.625000 Penalty: 2705.881836
	Iteration 31Q: 3 clusters Score -401226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -401228.687500 Penalty: 2705.881836
	Iteration 32Q: 3 clusters Score -401228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -401231.156250 Penalty: 2705.881836
	Iteration 33Q: 3 clusters Score -401231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -401233.093750 Penalty: 2705.881836
	Iteration 34Q: 3 clusters Score -401233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -401235.000000 Penalty: 2705.881836
	Iteration 35Q: 3 clusters Score -401235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -401236.968750 Penalty: 2705.881836
	Iteration 36Q: 3 clusters Score -401237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -401236.906250 Penalty: 2705.881836
	Iteration 37Q: 3 clusters Score -401236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -401237.750000 Penalty: 2705.881836
	Iteration 38Q: 3 clusters Score -401237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -401237.750000 Penalty: 2705.881836
	Iteration 39F: 3 clusters Score -401237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148962 members 
Entering Unmasked Estep 
Score: -15898153.000000 Penalty: 1935.610107
	Iteration 0F: 2 clusters Score -1.589815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -15798939.000000 Penalty: 3871.220215
	Iteration 0F: 3 clusters Score -1.579894e+07 nChanged 71745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -15841035.000000 Penalty: 3871.220215
	Iteration 1F: 3 clusters Score -1.584104e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -15842158.000000 Penalty: 3871.220215
	Iteration 2Q: 3 clusters Score -1.584216e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -15843671.000000 Penalty: 3871.220215
	Iteration 3Q: 3 clusters Score -1.584367e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -15845477.000000 Penalty: 3871.220215
	Iteration 4Q: 3 clusters Score -1.584548e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -15848371.000000 Penalty: 3871.220215
	Iteration 5Q: 3 clusters Score -1.584837e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -15852660.000000 Penalty: 3871.220215
	Iteration 6Q: 3 clusters Score -1.585266e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -15858543.000000 Penalty: 3871.220215
	Iteration 7F: 3 clusters Score -1.585854e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -15865410.000000 Penalty: 3871.220215
	Iteration 8F: 3 clusters Score -1.586541e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -15871945.000000 Penalty: 3871.220215
	Iteration 9F: 3 clusters Score -1.587194e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -15876561.000000 Penalty: 3871.220215
	Iteration 10F: 3 clusters Score -1.587656e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -15878673.000000 Penalty: 3871.220215
	Iteration 11Q: 3 clusters Score -1.587867e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -15879554.000000 Penalty: 3871.220215
	Iteration 12Q: 3 clusters Score -1.587955e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -15880093.000000 Penalty: 3871.220215
	Iteration 13Q: 3 clusters Score -1.588009e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -15880581.000000 Penalty: 3871.220215
	Iteration 14Q: 3 clusters Score -1.588058e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -15880967.000000 Penalty: 3871.220215
	Iteration 15Q: 3 clusters Score -1.588097e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
Score: -15881405.000000 Penalty: 3871.220215
	Iteration 16Q: 3 clusters Score -1.58814e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -15881717.000000 Penalty: 3871.220215
	Iteration 17Q: 3 clusters Score -1.588172e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -15882127.000000 Penalty: 3871.220215
	Iteration 18Q: 3 clusters Score -1.588213e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -15882513.000000 Penalty: 3871.220215
	Iteration 19Q: 3 clusters Score -1.588251e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -15882953.000000 Penalty: 3871.220215
	Iteration 20F: 3 clusters Score -1.588295e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -15883281.000000 Penalty: 3871.220215
	Iteration 21Q: 3 clusters Score -1.588328e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -15883658.000000 Penalty: 3871.220215
	Iteration 22Q: 3 clusters Score -1.588366e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -15884068.000000 Penalty: 3871.220215
	Iteration 23Q: 3 clusters Score -1.588407e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -15884472.000000 Penalty: 3871.220215
	Iteration 24Q: 3 clusters Score -1.588447e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -15884855.000000 Penalty: 3871.220215
	Iteration 25Q: 3 clusters Score -1.588486e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -15885263.000000 Penalty: 3871.220215
	Iteration 26Q: 3 clusters Score -1.588526e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -15885613.000000 Penalty: 3871.220215
	Iteration 27Q: 3 clusters Score -1.588561e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 111885 members 
Entering Unmasked Estep 
Score: -15885978.000000 Penalty: 3871.220215
	Iteration 28Q: 3 clusters Score -1.588598e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -15886253.000000 Penalty: 3871.220215
	Iteration 29Q: 3 clusters Score -1.588625e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -15886595.000000 Penalty: 3871.220215
	Iteration 30Q: 3 clusters Score -1.58866e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -15886882.000000 Penalty: 3871.220215
	Iteration 31Q: 3 clusters Score -1.588688e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -15887131.000000 Penalty: 3871.220215
	Iteration 32Q: 3 clusters Score -1.588713e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -15887424.000000 Penalty: 3871.220215
	Iteration 33Q: 3 clusters Score -1.588742e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 119426 members 
Entering Unmasked Estep 
Score: -15887796.000000 Penalty: 3871.220215
	Iteration 34Q: 3 clusters Score -1.58878e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -15888048.000000 Penalty: 3871.220215
	Iteration 35Q: 3 clusters Score -1.588805e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -15888478.000000 Penalty: 3871.220215
	Iteration 36Q: 3 clusters Score -1.588848e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -15888803.000000 Penalty: 3871.220215
	Iteration 37Q: 3 clusters Score -1.58888e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -15889186.000000 Penalty: 3871.220215
	Iteration 38Q: 3 clusters Score -1.588919e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -15889633.000000 Penalty: 3871.220215
	Iteration 39Q: 3 clusters Score -1.588963e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -15890025.000000 Penalty: 3871.220215
	Iteration 40F: 3 clusters Score -1.589002e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -15890554.000000 Penalty: 3871.220215
	Iteration 41Q: 3 clusters Score -1.589055e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -15891078.000000 Penalty: 3871.220215
	Iteration 42Q: 3 clusters Score -1.589108e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -15891651.000000 Penalty: 3871.220215
	Iteration 43Q: 3 clusters Score -1.589165e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 134553 members 
Entering Unmasked Estep 
Score: -15892119.000000 Penalty: 3871.220215
	Iteration 44Q: 3 clusters Score -1.589212e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -15892581.000000 Penalty: 3871.220215
	Iteration 45Q: 3 clusters Score -1.589258e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 137374 members 
Entering Unmasked Estep 
Score: -15893116.000000 Penalty: 3871.220215
	Iteration 46Q: 3 clusters Score -1.589312e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -15893551.000000 Penalty: 3871.220215
	Iteration 47Q: 3 clusters Score -1.589355e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 139909 members 
Entering Unmasked Estep 
Score: -15893980.000000 Penalty: 3871.220215
	Iteration 48Q: 3 clusters Score -1.589398e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -15894368.000000 Penalty: 3871.220215
	Iteration 49Q: 3 clusters Score -1.589437e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -15894625.000000 Penalty: 3871.220215
	Iteration 50Q: 3 clusters Score -1.589462e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -15894871.000000 Penalty: 3871.220215
	Iteration 51Q: 3 clusters Score -1.589487e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 143559 members 
Entering Unmasked Estep 
Score: -15895076.000000 Penalty: 3871.220215
	Iteration 52Q: 3 clusters Score -1.589508e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -15895290.000000 Penalty: 3871.220215
	Iteration 53Q: 3 clusters Score -1.589529e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -15895463.000000 Penalty: 3871.220215
	Iteration 54Q: 3 clusters Score -1.589546e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -15895636.000000 Penalty: 3871.220215
	Iteration 55Q: 3 clusters Score -1.589564e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -15895697.000000 Penalty: 3871.220215
	Iteration 56Q: 3 clusters Score -1.58957e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 145886 members 
Entering Unmasked Estep 
Score: -15895737.000000 Penalty: 3871.220215
	Iteration 57Q: 3 clusters Score -1.589574e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -15895849.000000 Penalty: 3871.220215
	Iteration 58Q: 3 clusters Score -1.589585e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -15895948.000000 Penalty: 3871.220215
	Iteration 59Q: 3 clusters Score -1.589595e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 146651 members 
Entering Unmasked Estep 
Score: -15896003.000000 Penalty: 3871.220215
	Iteration 60F: 3 clusters Score -1.5896e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 146826 members 
Entering Unmasked Estep 
Score: -15896063.000000 Penalty: 3871.220215
	Iteration 61Q: 3 clusters Score -1.589606e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -15896112.000000 Penalty: 3871.220215
	Iteration 62Q: 3 clusters Score -1.589611e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -15896148.000000 Penalty: 3871.220215
	Iteration 63Q: 3 clusters Score -1.589615e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -15896182.000000 Penalty: 3871.220215
	Iteration 64Q: 3 clusters Score -1.589618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 147310 members 
Entering Unmasked Estep 
Score: -15896218.000000 Penalty: 3871.220215
	Iteration 65Q: 3 clusters Score -1.589622e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -15896237.000000 Penalty: 3871.220215
	Iteration 66Q: 3 clusters Score -1.589624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 147473 members 
Entering Unmasked Estep 
Score: -15896258.000000 Penalty: 3871.220215
	Iteration 67Q: 3 clusters Score -1.589626e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -15896308.000000 Penalty: 3871.220215
	Iteration 68Q: 3 clusters Score -1.589631e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -15896348.000000 Penalty: 3871.220215
	Iteration 69Q: 3 clusters Score -1.589635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -15896369.000000 Penalty: 3871.220215
	Iteration 70Q: 3 clusters Score -1.589637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 147685 members 
Entering Unmasked Estep 
Score: -15896372.000000 Penalty: 3871.220215
	Iteration 71Q: 3 clusters Score -1.589637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -15896385.000000 Penalty: 3871.220215
	Iteration 72Q: 3 clusters Score -1.589638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -15896402.000000 Penalty: 3871.220215
	Iteration 73Q: 3 clusters Score -1.58964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -15896440.000000 Penalty: 3871.220215
	Iteration 74Q: 3 clusters Score -1.589644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -15896437.000000 Penalty: 3871.220215
	Iteration 75Q: 3 clusters Score -1.589644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -15896458.000000 Penalty: 3871.220215
	Iteration 76Q: 3 clusters Score -1.589646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -15896484.000000 Penalty: 3871.220215
	Iteration 77Q: 3 clusters Score -1.589648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -15896498.000000 Penalty: 3871.220215
	Iteration 78Q: 3 clusters Score -1.58965e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -15896502.000000 Penalty: 3871.220215
	Iteration 79Q: 3 clusters Score -1.58965e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -15896508.000000 Penalty: 3871.220215
	Iteration 80F: 3 clusters Score -1.589651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -15896527.000000 Penalty: 3871.220215
	Iteration 81Q: 3 clusters Score -1.589653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 147996 members 
Entering Unmasked Estep 
Score: -15896550.000000 Penalty: 3871.220215
	Iteration 82Q: 3 clusters Score -1.589655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -15896551.000000 Penalty: 3871.220215
	Iteration 83Q: 3 clusters Score -1.589655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 148027 members 
Entering Unmasked Estep 
Score: -15896548.000000 Penalty: 3871.220215
	Iteration 84Q: 3 clusters Score -1.589655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -15896562.000000 Penalty: 3871.220215
	Iteration 85Q: 3 clusters Score -1.589656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 148040 members 
Entering Unmasked Estep 
Score: -15896551.000000 Penalty: 3871.220215
	Iteration 86Q: 3 clusters Score -1.589655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 148051 members 
Entering Unmasked Estep 
Score: -15896550.000000 Penalty: 3871.220215
	Iteration 87Q: 3 clusters Score -1.589655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -15896559.000000 Penalty: 3871.220215
	Iteration 88Q: 3 clusters Score -1.589656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -15896547.000000 Penalty: 3871.220215
	Iteration 89Q: 3 clusters Score -1.589655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 148066 members 
Entering Unmasked Estep 
Score: -15896546.000000 Penalty: 3871.220215
	Iteration 90Q: 3 clusters Score -1.589655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -15896553.000000 Penalty: 3871.220215
	Iteration 91Q: 3 clusters Score -1.589655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -15896548.000000 Penalty: 3871.220215
	Iteration 92Q: 3 clusters Score -1.589655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -15896544.000000 Penalty: 3871.220215
	Iteration 93Q: 3 clusters Score -1.589654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -15896544.000000 Penalty: 3871.220215
	Iteration 94F: 3 clusters Score -1.589654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Entering Unmasked Estep 
Score: -2191284.750000 Penalty: 1608.453125
	Iteration 0F: 2 clusters Score -2191285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2177739.000000 Penalty: 3216.906250
	Iteration 0F: 3 clusters Score -2177739 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2182673.250000 Penalty: 3216.906250
	Iteration 1F: 3 clusters Score -2182673 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2183032.250000 Penalty: 3216.906250
	Iteration 2Q: 3 clusters Score -2183032 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2183424.250000 Penalty: 3216.906250
	Iteration 3Q: 3 clusters Score -2183424 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2183950.250000 Penalty: 3216.906250
	Iteration 4F: 3 clusters Score -2183950 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2184722.500000 Penalty: 3216.906250
	Iteration 5F: 3 clusters Score -2184722 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2185817.750000 Penalty: 3216.906250
	Iteration 6F: 3 clusters Score -2185818 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2187093.000000 Penalty: 3216.906250
	Iteration 7F: 3 clusters Score -2187093 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2188227.000000 Penalty: 3216.906250
	Iteration 8F: 3 clusters Score -2188227 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2189069.500000 Penalty: 3216.906250
	Iteration 9Q: 3 clusters Score -2189070 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2189500.000000 Penalty: 3216.906250
	Iteration 10Q: 3 clusters Score -2189500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2189700.250000 Penalty: 3216.906250
	Iteration 11Q: 3 clusters Score -2189700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2189779.250000 Penalty: 3216.906250
	Iteration 12Q: 3 clusters Score -2189779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2189822.000000 Penalty: 3216.906250
	Iteration 13Q: 3 clusters Score -2189822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2189843.000000 Penalty: 3216.906250
	Iteration 14Q: 3 clusters Score -2189843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2189853.500000 Penalty: 3216.906250
	Iteration 15Q: 3 clusters Score -2189854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2189868.000000 Penalty: 3216.906250
	Iteration 16Q: 3 clusters Score -2189868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2189871.500000 Penalty: 3216.906250
	Iteration 17Q: 3 clusters Score -2189872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2189871.500000 Penalty: 3216.906250
	Iteration 18Q: 3 clusters Score -2189872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2189871.500000 Penalty: 3216.906250
	Iteration 19F: 3 clusters Score -2189872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Entering Unmasked Estep 
Score: -16331741.000000 Penalty: 1939.519287
	Iteration 0F: 2 clusters Score -1.633174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -16230744.000000 Penalty: 3879.038574
	Iteration 0F: 3 clusters Score -1.623074e+07 nChanged 73772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -16274506.000000 Penalty: 3879.038574
	Iteration 1F: 3 clusters Score -1.627451e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -16275472.000000 Penalty: 3879.038574
	Iteration 2Q: 3 clusters Score -1.627547e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -16276451.000000 Penalty: 3879.038574
	Iteration 3Q: 3 clusters Score -1.627645e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -16277664.000000 Penalty: 3879.038574
	Iteration 4Q: 3 clusters Score -1.627766e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -16279156.000000 Penalty: 3879.038574
	Iteration 5Q: 3 clusters Score -1.627916e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -16281164.000000 Penalty: 3879.038574
	Iteration 6Q: 3 clusters Score -1.628116e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -16284067.000000 Penalty: 3879.038574
	Iteration 7Q: 3 clusters Score -1.628407e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -16288028.000000 Penalty: 3879.038574
	Iteration 8F: 3 clusters Score -1.628803e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -16293491.000000 Penalty: 3879.038574
	Iteration 9F: 3 clusters Score -1.629349e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 110587 members 
Entering Unmasked Estep 
Score: -16300874.000000 Penalty: 3879.038574
	Iteration 10F: 3 clusters Score -1.630087e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 117968 members 
Entering Unmasked Estep 
Score: -16308651.000000 Penalty: 3879.038574
	Iteration 11F: 3 clusters Score -1.630865e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -16315081.000000 Penalty: 3879.038574
	Iteration 12Q: 3 clusters Score -1.631508e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -16319335.000000 Penalty: 3879.038574
	Iteration 13Q: 3 clusters Score -1.631934e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -16321696.000000 Penalty: 3879.038574
	Iteration 14Q: 3 clusters Score -1.63217e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -16323387.000000 Penalty: 3879.038574
	Iteration 15Q: 3 clusters Score -1.632339e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -16324678.000000 Penalty: 3879.038574
	Iteration 16Q: 3 clusters Score -1.632468e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -16325834.000000 Penalty: 3879.038574
	Iteration 17Q: 3 clusters Score -1.632583e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -16326707.000000 Penalty: 3879.038574
	Iteration 18Q: 3 clusters Score -1.632671e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 139424 members 
Entering Unmasked Estep 
Score: -16327414.000000 Penalty: 3879.038574
	Iteration 19Q: 3 clusters Score -1.632741e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -16327996.000000 Penalty: 3879.038574
	Iteration 20F: 3 clusters Score -1.6328e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 141782 members 
Entering Unmasked Estep 
Score: -16328382.000000 Penalty: 3879.038574
	Iteration 21Q: 3 clusters Score -1.632838e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 142813 members 
Entering Unmasked Estep 
Score: -16328768.000000 Penalty: 3879.038574
	Iteration 22Q: 3 clusters Score -1.632877e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -16329091.000000 Penalty: 3879.038574
	Iteration 23Q: 3 clusters Score -1.632909e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -16329368.000000 Penalty: 3879.038574
	Iteration 24Q: 3 clusters Score -1.632937e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 145329 members 
Entering Unmasked Estep 
Score: -16329620.000000 Penalty: 3879.038574
	Iteration 25Q: 3 clusters Score -1.632962e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -16329867.000000 Penalty: 3879.038574
	Iteration 26Q: 3 clusters Score -1.632987e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 146624 members 
Entering Unmasked Estep 
Score: -16330076.000000 Penalty: 3879.038574
	Iteration 27Q: 3 clusters Score -1.633008e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -16330229.000000 Penalty: 3879.038574
	Iteration 28Q: 3 clusters Score -1.633023e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 147639 members 
Entering Unmasked Estep 
Score: -16330295.000000 Penalty: 3879.038574
	Iteration 29Q: 3 clusters Score -1.63303e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -16330320.000000 Penalty: 3879.038574
	Iteration 30Q: 3 clusters Score -1.633032e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148411 members 
Entering Unmasked Estep 
Score: -16330422.000000 Penalty: 3879.038574
	Iteration 31Q: 3 clusters Score -1.633042e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -16330472.000000 Penalty: 3879.038574
	Iteration 32Q: 3 clusters Score -1.633047e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 148972 members 
Entering Unmasked Estep 
Score: -16330535.000000 Penalty: 3879.038574
	Iteration 33Q: 3 clusters Score -1.633054e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -16330568.000000 Penalty: 3879.038574
	Iteration 34Q: 3 clusters Score -1.633057e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -16330598.000000 Penalty: 3879.038574
	Iteration 35Q: 3 clusters Score -1.63306e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -16330657.000000 Penalty: 3879.038574
	Iteration 36Q: 3 clusters Score -1.633066e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 149778 members 
Entering Unmasked Estep 
Score: -16330683.000000 Penalty: 3879.038574
	Iteration 37Q: 3 clusters Score -1.633068e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 149923 members 
Entering Unmasked Estep 
Score: -16330700.000000 Penalty: 3879.038574
	Iteration 38Q: 3 clusters Score -1.63307e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -16330719.000000 Penalty: 3879.038574
	Iteration 39Q: 3 clusters Score -1.633072e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -16330762.000000 Penalty: 3879.038574
	Iteration 40F: 3 clusters Score -1.633076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -16330738.000000 Penalty: 3879.038574
	Iteration 41Q: 3 clusters Score -1.633074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -16330748.000000 Penalty: 3879.038574
	Iteration 42Q: 3 clusters Score -1.633075e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 150370 members 
Entering Unmasked Estep 
Score: -16330759.000000 Penalty: 3879.038574
	Iteration 43Q: 3 clusters Score -1.633076e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 150429 members 
Entering Unmasked Estep 
Score: -16330771.000000 Penalty: 3879.038574
	Iteration 44Q: 3 clusters Score -1.633077e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 150493 members 
Entering Unmasked Estep 
Score: -16330780.000000 Penalty: 3879.038574
	Iteration 45Q: 3 clusters Score -1.633078e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 150564 members 
Entering Unmasked Estep 
Score: -16330773.000000 Penalty: 3879.038574
	Iteration 46Q: 3 clusters Score -1.633077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -16330772.000000 Penalty: 3879.038574
	Iteration 47Q: 3 clusters Score -1.633077e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -16330755.000000 Penalty: 3879.038574
	Iteration 48Q: 3 clusters Score -1.633076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -16330745.000000 Penalty: 3879.038574
	Iteration 49Q: 3 clusters Score -1.633074e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -16330766.000000 Penalty: 3879.038574
	Iteration 50Q: 3 clusters Score -1.633077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -16330753.000000 Penalty: 3879.038574
	Iteration 51Q: 3 clusters Score -1.633075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -16330756.000000 Penalty: 3879.038574
	Iteration 52Q: 3 clusters Score -1.633076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -16330766.000000 Penalty: 3879.038574
	Iteration 53Q: 3 clusters Score -1.633077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -16330766.000000 Penalty: 3879.038574
	Iteration 54Q: 3 clusters Score -1.633077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -16330751.000000 Penalty: 3879.038574
	Iteration 55Q: 3 clusters Score -1.633075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -16330736.000000 Penalty: 3879.038574
	Iteration 56Q: 3 clusters Score -1.633074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 150980 members 
Entering Unmasked Estep 
Score: -16330741.000000 Penalty: 3879.038574
	Iteration 57Q: 3 clusters Score -1.633074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -16330742.000000 Penalty: 3879.038574
	Iteration 58Q: 3 clusters Score -1.633074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -16330718.000000 Penalty: 3879.038574
	Iteration 59Q: 3 clusters Score -1.633072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -16330729.000000 Penalty: 3879.038574
	Iteration 60F: 3 clusters Score -1.633073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 151032 members 
Entering Unmasked Estep 
Score: -16330754.000000 Penalty: 3879.038574
	Iteration 61Q: 3 clusters Score -1.633075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 151043 members 
Entering Unmasked Estep 
Score: -16330747.000000 Penalty: 3879.038574
	Iteration 62Q: 3 clusters Score -1.633075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -16330755.000000 Penalty: 3879.038574
	Iteration 63Q: 3 clusters Score -1.633076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -16330736.000000 Penalty: 3879.038574
	Iteration 64Q: 3 clusters Score -1.633074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -16330749.000000 Penalty: 3879.038574
	Iteration 65Q: 3 clusters Score -1.633075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 151089 members 
Entering Unmasked Estep 
Score: -16330743.000000 Penalty: 3879.038574
	Iteration 66Q: 3 clusters Score -1.633074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -16330754.000000 Penalty: 3879.038574
	Iteration 67Q: 3 clusters Score -1.633075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -16330764.000000 Penalty: 3879.038574
	Iteration 68Q: 3 clusters Score -1.633076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -16330750.000000 Penalty: 3879.038574
	Iteration 69Q: 3 clusters Score -1.633075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -16330761.000000 Penalty: 3879.038574
	Iteration 70Q: 3 clusters Score -1.633076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 151114 members 
Entering Unmasked Estep 
Score: -16330768.000000 Penalty: 3879.038574
	Iteration 71Q: 3 clusters Score -1.633077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 151115 members 
Entering Unmasked Estep 
Score: -16330760.000000 Penalty: 3879.038574
	Iteration 72Q: 3 clusters Score -1.633076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -16330762.000000 Penalty: 3879.038574
	Iteration 73Q: 3 clusters Score -1.633076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -16330761.000000 Penalty: 3879.038574
	Iteration 74Q: 3 clusters Score -1.633076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 151122 members 
Entering Unmasked Estep 
Score: -16330759.000000 Penalty: 3879.038574
	Iteration 75Q: 3 clusters Score -1.633076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -16330769.000000 Penalty: 3879.038574
	Iteration 76Q: 3 clusters Score -1.633077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -16330776.000000 Penalty: 3879.038574
	Iteration 77Q: 3 clusters Score -1.633078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -16330764.000000 Penalty: 3879.038574
	Iteration 78Q: 3 clusters Score -1.633076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -16330776.000000 Penalty: 3879.038574
	Iteration 79Q: 3 clusters Score -1.633078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -16330766.000000 Penalty: 3879.038574
	Iteration 80F: 3 clusters Score -1.633077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151065 members 
Mstep: Class 5 contains 34337 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147762 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148962 members 
Mstep: Class 22 contains 19894 members 
Mstep: Class 23 contains 152589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 359Q: 21 clusters Score -8.448123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151067 members 
Mstep: Class 5 contains 34336 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147748 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13470 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57325 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148967 members 
Mstep: Class 22 contains 19894 members 
Mstep: Class 23 contains 152597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 360F: 21 clusters Score -8.448127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151068 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147736 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13471 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57325 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148973 members 
Mstep: Class 22 contains 19894 members 
Mstep: Class 23 contains 152601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 361Q: 21 clusters Score -8.448124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151066 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147727 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148984 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 152601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 362Q: 21 clusters Score -8.448121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151069 members 
Mstep: Class 5 contains 34333 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147717 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148988 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 152601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 363Q: 21 clusters Score -8.448114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151070 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147703 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148992 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 23 contains 152607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 364Q: 21 clusters Score -8.448116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151072 members 
Mstep: Class 5 contains 34333 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147693 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148997 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 152611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481184.000000 Penalty: 44211.253906
Iteration 365Q: 21 clusters Score -8.448118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151074 members 
Mstep: Class 5 contains 34333 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147693 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 148998 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 23 contains 152606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481184.000000 Penalty: 44211.253906
Iteration 366Q: 21 clusters Score -8.448118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151079 members 
Mstep: Class 5 contains 34330 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147697 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149000 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481216.000000 Penalty: 44211.253906
Iteration 367Q: 21 clusters Score -8.448122e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151079 members 
Mstep: Class 5 contains 34328 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147692 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149003 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 152601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 368Q: 21 clusters Score -8.448116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151083 members 
Mstep: Class 5 contains 34328 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147688 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13474 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149010 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 23 contains 152597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 369Q: 21 clusters Score -8.448114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151079 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147682 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149016 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481152.000000 Penalty: 44211.253906
Iteration 370Q: 21 clusters Score -8.448115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151078 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147685 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149016 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 44211.253906
Iteration 371Q: 21 clusters Score -8.44812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151084 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147681 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 152601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 372Q: 21 clusters Score -8.448121e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34327 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147678 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 57321 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 149013 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 23 contains 152603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 373Q: 21 clusters Score -8.448124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34325 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147679 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 149006 members 
Mstep: Class 22 contains 19892 members 
Mstep: Class 23 contains 152605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 374Q: 21 clusters Score -8.448125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151085 members 
Mstep: Class 5 contains 34325 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147674 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 14 contains 13834 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 149004 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 375Q: 21 clusters Score -8.448126e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147670 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12794 members 
Mstep: Class 14 contains 13833 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149003 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 376Q: 21 clusters Score -8.44813e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151092 members 
Mstep: Class 5 contains 34322 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147666 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149002 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 152610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 377Q: 21 clusters Score -8.44813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151095 members 
Mstep: Class 5 contains 34322 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147661 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12799 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149002 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481328.000000 Penalty: 44211.253906
Iteration 378Q: 21 clusters Score -8.448133e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151093 members 
Mstep: Class 5 contains 34321 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147657 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149004 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481296.000000 Penalty: 44211.253906
Iteration 379Q: 21 clusters Score -8.44813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151090 members 
Mstep: Class 5 contains 34321 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147657 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57322 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149010 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 380F: 21 clusters Score -8.448126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151087 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147659 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13476 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57323 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149012 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 381Q: 21 clusters Score -8.448124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151085 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147660 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57324 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149014 members 
Mstep: Class 22 contains 19893 members 
Mstep: Class 23 contains 152612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 382Q: 21 clusters Score -8.448125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151083 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147660 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12801 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 57328 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19889 members 
Mstep: Class 23 contains 152610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 44211.253906
Iteration 383Q: 21 clusters Score -8.44812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151089 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147659 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12803 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57330 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149019 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 23 contains 152610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 384Q: 21 clusters Score -8.448124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151096 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147651 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19882 members 
Mstep: Class 23 contains 152609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 385Q: 21 clusters Score -8.448126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151092 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147654 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57332 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149019 members 
Mstep: Class 22 contains 19883 members 
Mstep: Class 23 contains 152608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 386Q: 21 clusters Score -8.448129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151094 members 
Mstep: Class 5 contains 34320 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147654 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 13475 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19878 members 
Mstep: Class 23 contains 152609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 387Q: 21 clusters Score -8.448127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151091 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147649 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13477 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12805 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57330 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19876 members 
Mstep: Class 23 contains 152616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 388Q: 21 clusters Score -8.448128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151093 members 
Mstep: Class 5 contains 34319 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147644 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57330 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149019 members 
Mstep: Class 22 contains 19872 members 
Mstep: Class 23 contains 152620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 389Q: 21 clusters Score -8.448126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151097 members 
Mstep: Class 5 contains 34318 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147641 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19869 members 
Mstep: Class 23 contains 152620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 390Q: 21 clusters Score -8.448126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151095 members 
Mstep: Class 5 contains 34318 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147632 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12810 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149018 members 
Mstep: Class 22 contains 19869 members 
Mstep: Class 23 contains 152628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 391Q: 21 clusters Score -8.448125e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151097 members 
Mstep: Class 5 contains 34317 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147635 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149016 members 
Mstep: Class 22 contains 19874 members 
Mstep: Class 23 contains 152624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 392Q: 21 clusters Score -8.448125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151091 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147641 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12805 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57331 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149020 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 23 contains 152624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 393Q: 21 clusters Score -8.448125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147643 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12802 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57332 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149026 members 
Mstep: Class 22 contains 19869 members 
Mstep: Class 23 contains 152624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481200.000000 Penalty: 44211.253906
Iteration 394Q: 21 clusters Score -8.44812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151087 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147650 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12800 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57333 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149031 members 
Mstep: Class 22 contains 19862 members 
Mstep: Class 23 contains 152621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 395Q: 21 clusters Score -8.448125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147651 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149035 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 23 contains 152621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 396Q: 21 clusters Score -8.448125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151087 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147653 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12796 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149040 members 
Mstep: Class 22 contains 19847 members 
Mstep: Class 23 contains 152625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 397Q: 21 clusters Score -8.448126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151085 members 
Mstep: Class 5 contains 34316 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147652 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12791 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149043 members 
Mstep: Class 22 contains 19847 members 
Mstep: Class 23 contains 152629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 398Q: 21 clusters Score -8.448123e+07 nChanged 25
Entering ConstructFrom: 
Score: -84481232.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -992899.250000 Penalty: 1489.215210
	Iteration 0F: 2 clusters Score -992899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -985948.562500 Penalty: 2978.430420
	Iteration 0F: 3 clusters Score -985948.6 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -988185.187500 Penalty: 2978.430420
	Iteration 1F: 3 clusters Score -988185.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -988464.000000 Penalty: 2978.430420
	Iteration 2F: 3 clusters Score -988464 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -988662.250000 Penalty: 2978.430420
	Iteration 3F: 3 clusters Score -988662.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -988827.250000 Penalty: 2978.430420
	Iteration 4Q: 3 clusters Score -988827.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -988947.187500 Penalty: 2978.430420
	Iteration 5Q: 3 clusters Score -988947.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -989052.562500 Penalty: 2978.430420
	Iteration 6Q: 3 clusters Score -989052.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -989153.500000 Penalty: 2978.430420
	Iteration 7Q: 3 clusters Score -989153.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -989260.437500 Penalty: 2978.430420
	Iteration 8Q: 3 clusters Score -989260.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -989375.562500 Penalty: 2978.430420
	Iteration 9Q: 3 clusters Score -989375.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -989483.875000 Penalty: 2978.430420
	Iteration 10Q: 3 clusters Score -989483.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -989588.562500 Penalty: 2978.430420
	Iteration 11Q: 3 clusters Score -989588.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -989693.750000 Penalty: 2978.430420
	Iteration 12Q: 3 clusters Score -989693.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -989804.500000 Penalty: 2978.430420
	Iteration 13Q: 3 clusters Score -989804.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -989926.687500 Penalty: 2978.430420
	Iteration 14Q: 3 clusters Score -989926.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -990060.625000 Penalty: 2978.430420
	Iteration 15Q: 3 clusters Score -990060.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -990176.437500 Penalty: 2978.430420
	Iteration 16Q: 3 clusters Score -990176.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -990273.375000 Penalty: 2978.430420
	Iteration 17Q: 3 clusters Score -990273.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -990347.312500 Penalty: 2978.430420
	Iteration 18Q: 3 clusters Score -990347.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -990388.562500 Penalty: 2978.430420
	Iteration 19Q: 3 clusters Score -990388.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -990429.062500 Penalty: 2978.430420
	Iteration 20F: 3 clusters Score -990429.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -990457.125000 Penalty: 2978.430420
	Iteration 21Q: 3 clusters Score -990457.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -990482.125000 Penalty: 2978.430420
	Iteration 22Q: 3 clusters Score -990482.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -990507.000000 Penalty: 2978.430420
	Iteration 23Q: 3 clusters Score -990507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -990521.875000 Penalty: 2978.430420
	Iteration 24Q: 3 clusters Score -990521.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -990538.875000 Penalty: 2978.430420
	Iteration 25Q: 3 clusters Score -990538.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -990554.375000 Penalty: 2978.430420
	Iteration 26Q: 3 clusters Score -990554.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -990562.250000 Penalty: 2978.430420
	Iteration 27Q: 3 clusters Score -990562.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -990573.875000 Penalty: 2978.430420
	Iteration 28Q: 3 clusters Score -990573.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -990582.062500 Penalty: 2978.430420
	Iteration 29Q: 3 clusters Score -990582.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -990592.250000 Penalty: 2978.430420
	Iteration 30Q: 3 clusters Score -990592.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -990601.875000 Penalty: 2978.430420
	Iteration 31Q: 3 clusters Score -990601.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -990607.937500 Penalty: 2978.430420
	Iteration 32Q: 3 clusters Score -990607.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -990613.437500 Penalty: 2978.430420
	Iteration 33Q: 3 clusters Score -990613.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -990620.500000 Penalty: 2978.430420
	Iteration 34Q: 3 clusters Score -990620.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -990634.562500 Penalty: 2978.430420
	Iteration 35Q: 3 clusters Score -990634.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -990648.250000 Penalty: 2978.430420
	Iteration 36Q: 3 clusters Score -990648.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -990656.937500 Penalty: 2978.430420
	Iteration 37Q: 3 clusters Score -990656.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -990666.750000 Penalty: 2978.430420
	Iteration 38Q: 3 clusters Score -990666.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -990674.750000 Penalty: 2978.430420
	Iteration 39Q: 3 clusters Score -990674.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -990684.125000 Penalty: 2978.430420
	Iteration 40F: 3 clusters Score -990684.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -990691.250000 Penalty: 2978.430420
	Iteration 41Q: 3 clusters Score -990691.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -990696.125000 Penalty: 2978.430420
	Iteration 42Q: 3 clusters Score -990696.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -990703.875000 Penalty: 2978.430420
	Iteration 43Q: 3 clusters Score -990703.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -990714.187500 Penalty: 2978.430420
	Iteration 44Q: 3 clusters Score -990714.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -990721.125000 Penalty: 2978.430420
	Iteration 45Q: 3 clusters Score -990721.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -990727.875000 Penalty: 2978.430420
	Iteration 46Q: 3 clusters Score -990727.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -990735.187500 Penalty: 2978.430420
	Iteration 47Q: 3 clusters Score -990735.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -990744.562500 Penalty: 2978.430420
	Iteration 48Q: 3 clusters Score -990744.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -990751.062500 Penalty: 2978.430420
	Iteration 49Q: 3 clusters Score -990751.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -990764.375000 Penalty: 2978.430420
	Iteration 50Q: 3 clusters Score -990764.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -990776.250000 Penalty: 2978.430420
	Iteration 51Q: 3 clusters Score -990776.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -990791.187500 Penalty: 2978.430420
	Iteration 52Q: 3 clusters Score -990791.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -990804.562500 Penalty: 2978.430420
	Iteration 53Q: 3 clusters Score -990804.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -990814.312500 Penalty: 2978.430420
	Iteration 54Q: 3 clusters Score -990814.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -990828.062500 Penalty: 2978.430420
	Iteration 55Q: 3 clusters Score -990828.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -990842.062500 Penalty: 2978.430420
	Iteration 56Q: 3 clusters Score -990842.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -990853.687500 Penalty: 2978.430420
	Iteration 57Q: 3 clusters Score -990853.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -990862.937500 Penalty: 2978.430420
	Iteration 58Q: 3 clusters Score -990862.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -990879.875000 Penalty: 2978.430420
	Iteration 59Q: 3 clusters Score -990879.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -990899.125000 Penalty: 2978.430420
	Iteration 60F: 3 clusters Score -990899.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -990915.687500 Penalty: 2978.430420
	Iteration 61Q: 3 clusters Score -990915.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -990937.000000 Penalty: 2978.430420
	Iteration 62Q: 3 clusters Score -990937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -990958.125000 Penalty: 2978.430420
	Iteration 63Q: 3 clusters Score -990958.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -990980.562500 Penalty: 2978.430420
	Iteration 64Q: 3 clusters Score -990980.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -991009.750000 Penalty: 2978.430420
	Iteration 65Q: 3 clusters Score -991009.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -991046.812500 Penalty: 2978.430420
	Iteration 66Q: 3 clusters Score -991046.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -991075.187500 Penalty: 2978.430420
	Iteration 67Q: 3 clusters Score -991075.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -991107.562500 Penalty: 2978.430420
	Iteration 68Q: 3 clusters Score -991107.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -991145.187500 Penalty: 2978.430420
	Iteration 69Q: 3 clusters Score -991145.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -991181.187500 Penalty: 2978.430420
	Iteration 70Q: 3 clusters Score -991181.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -991220.000000 Penalty: 2978.430420
	Iteration 71Q: 3 clusters Score -991220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -991257.312500 Penalty: 2978.430420
	Iteration 72Q: 3 clusters Score -991257.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -991298.375000 Penalty: 2978.430420
	Iteration 73Q: 3 clusters Score -991298.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -991339.187500 Penalty: 2978.430420
	Iteration 74Q: 3 clusters Score -991339.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -991374.187500 Penalty: 2978.430420
	Iteration 75Q: 3 clusters Score -991374.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -991411.312500 Penalty: 2978.430420
	Iteration 76Q: 3 clusters Score -991411.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -991443.687500 Penalty: 2978.430420
	Iteration 77Q: 3 clusters Score -991443.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -991471.187500 Penalty: 2978.430420
	Iteration 78Q: 3 clusters Score -991471.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -991505.562500 Penalty: 2978.430420
	Iteration 79Q: 3 clusters Score -991505.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -991546.437500 Penalty: 2978.430420
	Iteration 80F: 3 clusters Score -991546.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -991592.937500 Penalty: 2978.430420
	Iteration 81Q: 3 clusters Score -991592.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -991630.250000 Penalty: 2978.430420
	Iteration 82Q: 3 clusters Score -991630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -991663.937500 Penalty: 2978.430420
	Iteration 83Q: 3 clusters Score -991663.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -991678.625000 Penalty: 2978.430420
	Iteration 84Q: 3 clusters Score -991678.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -991698.687500 Penalty: 2978.430420
	Iteration 85Q: 3 clusters Score -991698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -991708.937500 Penalty: 2978.430420
	Iteration 86Q: 3 clusters Score -991708.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -991714.687500 Penalty: 2978.430420
	Iteration 87Q: 3 clusters Score -991714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -991720.875000 Penalty: 2978.430420
	Iteration 88Q: 3 clusters Score -991720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -991722.687500 Penalty: 2978.430420
	Iteration 89Q: 3 clusters Score -991722.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -991724.437500 Penalty: 2978.430420
	Iteration 90Q: 3 clusters Score -991724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -991727.000000 Penalty: 2978.430420
	Iteration 91Q: 3 clusters Score -991727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -991730.375000 Penalty: 2978.430420
	Iteration 92Q: 3 clusters Score -991730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -991732.625000 Penalty: 2978.430420
	Iteration 93Q: 3 clusters Score -991732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -991734.062500 Penalty: 2978.430420
	Iteration 94Q: 3 clusters Score -991734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -991733.875000 Penalty: 2978.430420
	Iteration 95Q: 3 clusters Score -991733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -991734.812500 Penalty: 2978.430420
	Iteration 96Q: 3 clusters Score -991734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -991734.812500 Penalty: 2978.430420
	Iteration 97F: 3 clusters Score -991734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -248406.484375 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -248406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -246012.718750 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -246012.7 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -246599.890625 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -246599.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -246739.765625 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -246739.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -246826.812500 Penalty: 2545.533447
	Iteration 3Q: 3 clusters Score -246826.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -246912.390625 Penalty: 2545.533447
	Iteration 4Q: 3 clusters Score -246912.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -247050.296875 Penalty: 2545.533447
	Iteration 5Q: 3 clusters Score -247050.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -247243.093750 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -247243.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -247452.859375 Penalty: 2545.533447
	Iteration 7F: 3 clusters Score -247452.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -247662.312500 Penalty: 2545.533447
	Iteration 8F: 3 clusters Score -247662.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247822.343750 Penalty: 2545.533447
	Iteration 9F: 3 clusters Score -247822.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -247940.750000 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -247940.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248003.968750 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -248004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248048.484375 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -248048.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -248081.062500 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -248081.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248100.625000 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -248100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248110.156250 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -248110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248128.421875 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -248128.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -248147.875000 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -248147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -248165.140625 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -248165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -248176.500000 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -248176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -248191.406250 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -248191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -248196.625000 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -248196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -248198.140625 Penalty: 2545.533447
	Iteration 22Q: 3 clusters Score -248198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -248201.406250 Penalty: 2545.533447
	Iteration 23Q: 3 clusters Score -248201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -248206.906250 Penalty: 2545.533447
	Iteration 24Q: 3 clusters Score -248206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -248210.765625 Penalty: 2545.533447
	Iteration 25Q: 3 clusters Score -248210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -248213.734375 Penalty: 2545.533447
	Iteration 26Q: 3 clusters Score -248213.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -248218.281250 Penalty: 2545.533447
	Iteration 27Q: 3 clusters Score -248218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -248220.968750 Penalty: 2545.533447
	Iteration 28Q: 3 clusters Score -248221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -248221.093750 Penalty: 2545.533447
	Iteration 29Q: 3 clusters Score -248221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -248221.093750 Penalty: 2545.533447
	Iteration 30F: 3 clusters Score -248221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1401305.250000 Penalty: 1543.899292
	Iteration 0F: 2 clusters Score -1401305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1392027.750000 Penalty: 3087.798584
	Iteration 0F: 3 clusters Score -1392028 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1395166.875000 Penalty: 3087.798584
	Iteration 1F: 3 clusters Score -1395167 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1395495.375000 Penalty: 3087.798584
	Iteration 2F: 3 clusters Score -1395495 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1395773.750000 Penalty: 3087.798584
	Iteration 3F: 3 clusters Score -1395774 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1396033.000000 Penalty: 3087.798584
	Iteration 4Q: 3 clusters Score -1396033 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1396270.000000 Penalty: 3087.798584
	Iteration 5Q: 3 clusters Score -1396270 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1396512.750000 Penalty: 3087.798584
	Iteration 6Q: 3 clusters Score -1396513 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1396828.250000 Penalty: 3087.798584
	Iteration 7Q: 3 clusters Score -1396828 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1397223.000000 Penalty: 3087.798584
	Iteration 8Q: 3 clusters Score -1397223 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1397666.375000 Penalty: 3087.798584
	Iteration 9Q: 3 clusters Score -1397666 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1398160.000000 Penalty: 3087.798584
	Iteration 10F: 3 clusters Score -1398160 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1398654.875000 Penalty: 3087.798584
	Iteration 11Q: 3 clusters Score -1398655 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1399095.250000 Penalty: 3087.798584
	Iteration 12Q: 3 clusters Score -1399095 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1399446.625000 Penalty: 3087.798584
	Iteration 13Q: 3 clusters Score -1399447 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1399698.875000 Penalty: 3087.798584
	Iteration 14Q: 3 clusters Score -1399699 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1399839.625000 Penalty: 3087.798584
	Iteration 15Q: 3 clusters Score -1399840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1399909.375000 Penalty: 3087.798584
	Iteration 16Q: 3 clusters Score -1399909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1399953.250000 Penalty: 3087.798584
	Iteration 17Q: 3 clusters Score -1399953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1399974.750000 Penalty: 3087.798584
	Iteration 18Q: 3 clusters Score -1399975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1399992.500000 Penalty: 3087.798584
	Iteration 19Q: 3 clusters Score -1399992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1400000.000000 Penalty: 3087.798584
	Iteration 20F: 3 clusters Score -1400000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1400007.000000 Penalty: 3087.798584
	Iteration 21Q: 3 clusters Score -1400007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1400011.375000 Penalty: 3087.798584
	Iteration 22Q: 3 clusters Score -1400011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1400013.000000 Penalty: 3087.798584
	Iteration 23Q: 3 clusters Score -1400013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1400016.000000 Penalty: 3087.798584
	Iteration 24Q: 3 clusters Score -1400016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1400019.000000 Penalty: 3087.798584
	Iteration 25Q: 3 clusters Score -1400019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1400023.500000 Penalty: 3087.798584
	Iteration 26Q: 3 clusters Score -1400024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1400025.625000 Penalty: 3087.798584
	Iteration 27Q: 3 clusters Score -1400026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1400026.625000 Penalty: 3087.798584
	Iteration 28Q: 3 clusters Score -1400027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1400026.625000 Penalty: 3087.798584
	Iteration 29F: 3 clusters Score -1400027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Entering Unmasked Estep 
Score: -16192656.000000 Penalty: 1937.907471
	Iteration 0F: 2 clusters Score -1.619266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -16092232.000000 Penalty: 3875.814941
	Iteration 0F: 3 clusters Score -1.609223e+07 nChanged 72749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -16135031.000000 Penalty: 3875.814941
	Iteration 1F: 3 clusters Score -1.613503e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -16135736.000000 Penalty: 3875.814941
	Iteration 2Q: 3 clusters Score -1.613574e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -16136766.000000 Penalty: 3875.814941
	Iteration 3Q: 3 clusters Score -1.613677e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -16138260.000000 Penalty: 3875.814941
	Iteration 4Q: 3 clusters Score -1.613826e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -16140830.000000 Penalty: 3875.814941
	Iteration 5Q: 3 clusters Score -1.614083e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -16145536.000000 Penalty: 3875.814941
	Iteration 6F: 3 clusters Score -1.614554e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -16153252.000000 Penalty: 3875.814941
	Iteration 7F: 3 clusters Score -1.615325e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -16163575.000000 Penalty: 3875.814941
	Iteration 8F: 3 clusters Score -1.616358e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -16173585.000000 Penalty: 3875.814941
	Iteration 9F: 3 clusters Score -1.617358e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 123680 members 
Entering Unmasked Estep 
Score: -16181173.000000 Penalty: 3875.814941
	Iteration 10F: 3 clusters Score -1.618117e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -16184946.000000 Penalty: 3875.814941
	Iteration 11Q: 3 clusters Score -1.618495e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -16186587.000000 Penalty: 3875.814941
	Iteration 12Q: 3 clusters Score -1.618659e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -16187639.000000 Penalty: 3875.814941
	Iteration 13Q: 3 clusters Score -1.618764e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -16188433.000000 Penalty: 3875.814941
	Iteration 14Q: 3 clusters Score -1.618843e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -16189161.000000 Penalty: 3875.814941
	Iteration 15Q: 3 clusters Score -1.618916e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -16189647.000000 Penalty: 3875.814941
	Iteration 16Q: 3 clusters Score -1.618965e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 131487 members 
Entering Unmasked Estep 
Score: -16189941.000000 Penalty: 3875.814941
	Iteration 17Q: 3 clusters Score -1.618994e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
Score: -16190233.000000 Penalty: 3875.814941
	Iteration 18Q: 3 clusters Score -1.619023e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -16190409.000000 Penalty: 3875.814941
	Iteration 19Q: 3 clusters Score -1.619041e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -16190577.000000 Penalty: 3875.814941
	Iteration 20F: 3 clusters Score -1.619058e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -16190727.000000 Penalty: 3875.814941
	Iteration 21Q: 3 clusters Score -1.619073e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -16190902.000000 Penalty: 3875.814941
	Iteration 22Q: 3 clusters Score -1.61909e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 134935 members 
Entering Unmasked Estep 
Score: -16190968.000000 Penalty: 3875.814941
	Iteration 23Q: 3 clusters Score -1.619097e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -16191097.000000 Penalty: 3875.814941
	Iteration 24Q: 3 clusters Score -1.61911e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -16191159.000000 Penalty: 3875.814941
	Iteration 25Q: 3 clusters Score -1.619116e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -16191190.000000 Penalty: 3875.814941
	Iteration 26Q: 3 clusters Score -1.619119e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -16191274.000000 Penalty: 3875.814941
	Iteration 27Q: 3 clusters Score -1.619127e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -16191297.000000 Penalty: 3875.814941
	Iteration 28Q: 3 clusters Score -1.61913e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -16191365.000000 Penalty: 3875.814941
	Iteration 29Q: 3 clusters Score -1.619136e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 137928 members 
Entering Unmasked Estep 
Score: -16191414.000000 Penalty: 3875.814941
	Iteration 30Q: 3 clusters Score -1.619141e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 138251 members 
Entering Unmasked Estep 
Score: -16191419.000000 Penalty: 3875.814941
	Iteration 31Q: 3 clusters Score -1.619142e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 138547 members 
Entering Unmasked Estep 
Score: -16191452.000000 Penalty: 3875.814941
	Iteration 32Q: 3 clusters Score -1.619145e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -16191442.000000 Penalty: 3875.814941
	Iteration 33Q: 3 clusters Score -1.619144e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -16191436.000000 Penalty: 3875.814941
	Iteration 34Q: 3 clusters Score -1.619144e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -16191453.000000 Penalty: 3875.814941
	Iteration 35Q: 3 clusters Score -1.619145e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -16191490.000000 Penalty: 3875.814941
	Iteration 36Q: 3 clusters Score -1.619149e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -16191497.000000 Penalty: 3875.814941
	Iteration 37Q: 3 clusters Score -1.61915e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -16191542.000000 Penalty: 3875.814941
	Iteration 38Q: 3 clusters Score -1.619154e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 140228 members 
Entering Unmasked Estep 
Score: -16191580.000000 Penalty: 3875.814941
	Iteration 39Q: 3 clusters Score -1.619158e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -16191606.000000 Penalty: 3875.814941
	Iteration 40F: 3 clusters Score -1.619161e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -16191639.000000 Penalty: 3875.814941
	Iteration 41Q: 3 clusters Score -1.619164e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -16191603.000000 Penalty: 3875.814941
	Iteration 42Q: 3 clusters Score -1.61916e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -16191630.000000 Penalty: 3875.814941
	Iteration 43Q: 3 clusters Score -1.619163e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -16191633.000000 Penalty: 3875.814941
	Iteration 44Q: 3 clusters Score -1.619163e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -16191669.000000 Penalty: 3875.814941
	Iteration 45Q: 3 clusters Score -1.619167e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -16191710.000000 Penalty: 3875.814941
	Iteration 46Q: 3 clusters Score -1.619171e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 141612 members 
Entering Unmasked Estep 
Score: -16191691.000000 Penalty: 3875.814941
	Iteration 47Q: 3 clusters Score -1.619169e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -16191744.000000 Penalty: 3875.814941
	Iteration 48Q: 3 clusters Score -1.619174e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -16191754.000000 Penalty: 3875.814941
	Iteration 49Q: 3 clusters Score -1.619175e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -16191751.000000 Penalty: 3875.814941
	Iteration 50Q: 3 clusters Score -1.619175e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -16191766.000000 Penalty: 3875.814941
	Iteration 51Q: 3 clusters Score -1.619177e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 142383 members 
Entering Unmasked Estep 
Score: -16191773.000000 Penalty: 3875.814941
	Iteration 52Q: 3 clusters Score -1.619177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 142496 members 
Entering Unmasked Estep 
Score: -16191785.000000 Penalty: 3875.814941
	Iteration 53Q: 3 clusters Score -1.619178e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -16191800.000000 Penalty: 3875.814941
	Iteration 54Q: 3 clusters Score -1.61918e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 142679 members 
Entering Unmasked Estep 
Score: -16191790.000000 Penalty: 3875.814941
	Iteration 55Q: 3 clusters Score -1.619179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 142742 members 
Entering Unmasked Estep 
Score: -16191802.000000 Penalty: 3875.814941
	Iteration 56Q: 3 clusters Score -1.61918e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -16191801.000000 Penalty: 3875.814941
	Iteration 57Q: 3 clusters Score -1.61918e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 142876 members 
Entering Unmasked Estep 
Score: -16191813.000000 Penalty: 3875.814941
	Iteration 58Q: 3 clusters Score -1.619181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -16191831.000000 Penalty: 3875.814941
	Iteration 59Q: 3 clusters Score -1.619183e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 143009 members 
Entering Unmasked Estep 
Score: -16191842.000000 Penalty: 3875.814941
	Iteration 60F: 3 clusters Score -1.619184e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -16191821.000000 Penalty: 3875.814941
	Iteration 61Q: 3 clusters Score -1.619182e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -16191824.000000 Penalty: 3875.814941
	Iteration 62Q: 3 clusters Score -1.619182e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -16191798.000000 Penalty: 3875.814941
	Iteration 63Q: 3 clusters Score -1.61918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -16191786.000000 Penalty: 3875.814941
	Iteration 64Q: 3 clusters Score -1.619179e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 143338 members 
Entering Unmasked Estep 
Score: -16191788.000000 Penalty: 3875.814941
	Iteration 65Q: 3 clusters Score -1.619179e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 143399 members 
Entering Unmasked Estep 
Score: -16191807.000000 Penalty: 3875.814941
	Iteration 66Q: 3 clusters Score -1.619181e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 143456 members 
Entering Unmasked Estep 
Score: -16191798.000000 Penalty: 3875.814941
	Iteration 67Q: 3 clusters Score -1.61918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -16191782.000000 Penalty: 3875.814941
	Iteration 68Q: 3 clusters Score -1.619178e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -16191761.000000 Penalty: 3875.814941
	Iteration 69Q: 3 clusters Score -1.619176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -16191768.000000 Penalty: 3875.814941
	Iteration 70Q: 3 clusters Score -1.619177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -16191770.000000 Penalty: 3875.814941
	Iteration 71Q: 3 clusters Score -1.619177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -16191765.000000 Penalty: 3875.814941
	Iteration 72Q: 3 clusters Score -1.619176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -16191794.000000 Penalty: 3875.814941
	Iteration 73Q: 3 clusters Score -1.619179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 143770 members 
Entering Unmasked Estep 
Score: -16191786.000000 Penalty: 3875.814941
	Iteration 74Q: 3 clusters Score -1.619179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -16191782.000000 Penalty: 3875.814941
	Iteration 75Q: 3 clusters Score -1.619178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -16191784.000000 Penalty: 3875.814941
	Iteration 76Q: 3 clusters Score -1.619178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -16191790.000000 Penalty: 3875.814941
	Iteration 77Q: 3 clusters Score -1.619179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 143855 members 
Entering Unmasked Estep 
Score: -16191791.000000 Penalty: 3875.814941
	Iteration 78Q: 3 clusters Score -1.619179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -16191789.000000 Penalty: 3875.814941
	Iteration 79Q: 3 clusters Score -1.619179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -16191781.000000 Penalty: 3875.814941
	Iteration 80F: 3 clusters Score -1.619178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 143936 members 
Entering Unmasked Estep 
Score: -16191786.000000 Penalty: 3875.814941
	Iteration 81Q: 3 clusters Score -1.619179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -16191776.000000 Penalty: 3875.814941
	Iteration 82Q: 3 clusters Score -1.619178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -16191768.000000 Penalty: 3875.814941
	Iteration 83Q: 3 clusters Score -1.619177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 144012 members 
Entering Unmasked Estep 
Score: -16191778.000000 Penalty: 3875.814941
	Iteration 84Q: 3 clusters Score -1.619178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 144042 members 
Entering Unmasked Estep 
Score: -16191787.000000 Penalty: 3875.814941
	Iteration 85Q: 3 clusters Score -1.619179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 144070 members 
Entering Unmasked Estep 
Score: -16191810.000000 Penalty: 3875.814941
	Iteration 86Q: 3 clusters Score -1.619181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -16191816.000000 Penalty: 3875.814941
	Iteration 87Q: 3 clusters Score -1.619182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -16191823.000000 Penalty: 3875.814941
	Iteration 88Q: 3 clusters Score -1.619182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -16191831.000000 Penalty: 3875.814941
	Iteration 89Q: 3 clusters Score -1.619183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -16191814.000000 Penalty: 3875.814941
	Iteration 90Q: 3 clusters Score -1.619181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 144178 members 
Entering Unmasked Estep 
Score: -16191849.000000 Penalty: 3875.814941
	Iteration 91Q: 3 clusters Score -1.619185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -16191845.000000 Penalty: 3875.814941
	Iteration 92Q: 3 clusters Score -1.619184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -16191852.000000 Penalty: 3875.814941
	Iteration 93Q: 3 clusters Score -1.619185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 144252 members 
Entering Unmasked Estep 
Score: -16191862.000000 Penalty: 3875.814941
	Iteration 94Q: 3 clusters Score -1.619186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -16191853.000000 Penalty: 3875.814941
	Iteration 95Q: 3 clusters Score -1.619185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -16191863.000000 Penalty: 3875.814941
	Iteration 96Q: 3 clusters Score -1.619186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 144327 members 
Entering Unmasked Estep 
Score: -16191872.000000 Penalty: 3875.814941
	Iteration 97Q: 3 clusters Score -1.619187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -16191882.000000 Penalty: 3875.814941
	Iteration 98Q: 3 clusters Score -1.619188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 144378 members 
Entering Unmasked Estep 
Score: -16191872.000000 Penalty: 3875.814941
	Iteration 99Q: 3 clusters Score -1.619187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 144406 members 
Entering Unmasked Estep 
Score: -16191855.000000 Penalty: 3875.814941
	Iteration 100F: 3 clusters Score -1.619186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -16191851.000000 Penalty: 3875.814941
	Iteration 101Q: 3 clusters Score -1.619185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -16191852.000000 Penalty: 3875.814941
	Iteration 102Q: 3 clusters Score -1.619185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 144466 members 
Entering Unmasked Estep 
Score: -16191854.000000 Penalty: 3875.814941
	Iteration 103Q: 3 clusters Score -1.619185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -16191858.000000 Penalty: 3875.814941
	Iteration 104Q: 3 clusters Score -1.619186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -16191855.000000 Penalty: 3875.814941
	Iteration 105Q: 3 clusters Score -1.619186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 144523 members 
Entering Unmasked Estep 
Score: -16191849.000000 Penalty: 3875.814941
	Iteration 106Q: 3 clusters Score -1.619185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 144556 members 
Entering Unmasked Estep 
Score: -16191837.000000 Penalty: 3875.814941
	Iteration 107Q: 3 clusters Score -1.619184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -16191855.000000 Penalty: 3875.814941
	Iteration 108Q: 3 clusters Score -1.619186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -16191846.000000 Penalty: 3875.814941
	Iteration 109Q: 3 clusters Score -1.619185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -16191848.000000 Penalty: 3875.814941
	Iteration 110Q: 3 clusters Score -1.619185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
Score: -16191839.000000 Penalty: 3875.814941
	Iteration 111Q: 3 clusters Score -1.619184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -16191849.000000 Penalty: 3875.814941
	Iteration 112Q: 3 clusters Score -1.619185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -16191845.000000 Penalty: 3875.814941
	Iteration 113Q: 3 clusters Score -1.619184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 144717 members 
Entering Unmasked Estep 
Score: -16191854.000000 Penalty: 3875.814941
	Iteration 114Q: 3 clusters Score -1.619185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -16191859.000000 Penalty: 3875.814941
	Iteration 115Q: 3 clusters Score -1.619186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -16191856.000000 Penalty: 3875.814941
	Iteration 116Q: 3 clusters Score -1.619186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -16191868.000000 Penalty: 3875.814941
	Iteration 117Q: 3 clusters Score -1.619187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -16191877.000000 Penalty: 3875.814941
	Iteration 118Q: 3 clusters Score -1.619188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -16191872.000000 Penalty: 3875.814941
	Iteration 119Q: 3 clusters Score -1.619187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -16191873.000000 Penalty: 3875.814941
	Iteration 120F: 3 clusters Score -1.619187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 144793 members 
Entering Unmasked Estep 
Score: -16191874.000000 Penalty: 3875.814941
	Iteration 121Q: 3 clusters Score -1.619187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -16191883.000000 Penalty: 3875.814941
	Iteration 122Q: 3 clusters Score -1.619188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -16191871.000000 Penalty: 3875.814941
	Iteration 123Q: 3 clusters Score -1.619187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -16191873.000000 Penalty: 3875.814941
	Iteration 124Q: 3 clusters Score -1.619187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -16191887.000000 Penalty: 3875.814941
	Iteration 125Q: 3 clusters Score -1.619189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -16191890.000000 Penalty: 3875.814941
	Iteration 126Q: 3 clusters Score -1.619189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 144820 members 
Entering Unmasked Estep 
Score: -16191893.000000 Penalty: 3875.814941
	Iteration 127Q: 3 clusters Score -1.619189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 144822 members 
Entering Unmasked Estep 
Score: -16191889.000000 Penalty: 3875.814941
	Iteration 128Q: 3 clusters Score -1.619189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -16191896.000000 Penalty: 3875.814941
	Iteration 129Q: 3 clusters Score -1.61919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -16191889.000000 Penalty: 3875.814941
	Iteration 130Q: 3 clusters Score -1.619189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -16191882.000000 Penalty: 3875.814941
	Iteration 131Q: 3 clusters Score -1.619188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -16191880.000000 Penalty: 3875.814941
	Iteration 132Q: 3 clusters Score -1.619188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 144826 members 
Entering Unmasked Estep 
Score: -16191880.000000 Penalty: 3875.814941
	Iteration 133F: 3 clusters Score -1.619188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Entering Unmasked Estep 
Score: -3598737.750000 Penalty: 1697.042358
	Iteration 0F: 2 clusters Score -3598738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3575622.250000 Penalty: 3394.084717
	Iteration 0F: 3 clusters Score -3575622 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3584930.000000 Penalty: 3394.084717
	Iteration 1F: 3 clusters Score -3584930 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3585843.500000 Penalty: 3394.084717
	Iteration 2F: 3 clusters Score -3585844 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3587071.000000 Penalty: 3394.084717
	Iteration 3F: 3 clusters Score -3587071 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3588677.500000 Penalty: 3394.084717
	Iteration 4F: 3 clusters Score -3588678 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3590774.500000 Penalty: 3394.084717
	Iteration 5F: 3 clusters Score -3590774 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3593063.500000 Penalty: 3394.084717
	Iteration 6F: 3 clusters Score -3593064 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3594827.500000 Penalty: 3394.084717
	Iteration 7F: 3 clusters Score -3594828 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3595783.750000 Penalty: 3394.084717
	Iteration 8Q: 3 clusters Score -3595784 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3596249.500000 Penalty: 3394.084717
	Iteration 9Q: 3 clusters Score -3596250 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3596535.000000 Penalty: 3394.084717
	Iteration 10Q: 3 clusters Score -3596535 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -3596774.750000 Penalty: 3394.084717
	Iteration 11Q: 3 clusters Score -3596775 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3596941.000000 Penalty: 3394.084717
	Iteration 12Q: 3 clusters Score -3596941 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3597090.000000 Penalty: 3394.084717
	Iteration 13Q: 3 clusters Score -3597090 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3597266.250000 Penalty: 3394.084717
	Iteration 14Q: 3 clusters Score -3597266 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3597421.250000 Penalty: 3394.084717
	Iteration 15Q: 3 clusters Score -3597421 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3597573.250000 Penalty: 3394.084717
	Iteration 16Q: 3 clusters Score -3597573 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3597683.250000 Penalty: 3394.084717
	Iteration 17Q: 3 clusters Score -3597683 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3597819.250000 Penalty: 3394.084717
	Iteration 18Q: 3 clusters Score -3597819 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3598002.250000 Penalty: 3394.084717
	Iteration 19Q: 3 clusters Score -3598002 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3598204.500000 Penalty: 3394.084717
	Iteration 20F: 3 clusters Score -3598204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3598347.250000 Penalty: 3394.084717
	Iteration 21Q: 3 clusters Score -3598347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3598408.500000 Penalty: 3394.084717
	Iteration 22Q: 3 clusters Score -3598408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3598434.750000 Penalty: 3394.084717
	Iteration 23Q: 3 clusters Score -3598435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3598454.250000 Penalty: 3394.084717
	Iteration 24Q: 3 clusters Score -3598454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3598466.250000 Penalty: 3394.084717
	Iteration 25Q: 3 clusters Score -3598466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3598480.250000 Penalty: 3394.084717
	Iteration 26Q: 3 clusters Score -3598480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -3598489.500000 Penalty: 3394.084717
	Iteration 27Q: 3 clusters Score -3598490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3598486.250000 Penalty: 3394.084717
	Iteration 28Q: 3 clusters Score -3598486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3598493.250000 Penalty: 3394.084717
	Iteration 29Q: 3 clusters Score -3598493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3598494.250000 Penalty: 3394.084717
	Iteration 30Q: 3 clusters Score -3598494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3598497.500000 Penalty: 3394.084717
	Iteration 31Q: 3 clusters Score -3598498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3598503.000000 Penalty: 3394.084717
	Iteration 32Q: 3 clusters Score -3598503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3598500.250000 Penalty: 3394.084717
	Iteration 33Q: 3 clusters Score -3598500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3598501.000000 Penalty: 3394.084717
	Iteration 34Q: 3 clusters Score -3598501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3598506.250000 Penalty: 3394.084717
	Iteration 35Q: 3 clusters Score -3598506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -3598502.500000 Penalty: 3394.084717
	Iteration 36Q: 3 clusters Score -3598502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3598507.250000 Penalty: 3394.084717
	Iteration 37Q: 3 clusters Score -3598507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -3598508.500000 Penalty: 3394.084717
	Iteration 38Q: 3 clusters Score -3598508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3598506.250000 Penalty: 3394.084717
	Iteration 39Q: 3 clusters Score -3598506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3598508.750000 Penalty: 3394.084717
	Iteration 40F: 3 clusters Score -3598509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3598509.500000 Penalty: 3394.084717
	Iteration 41Q: 3 clusters Score -3598510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3598506.500000 Penalty: 3394.084717
	Iteration 42Q: 3 clusters Score -3598506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -3598508.000000 Penalty: 3394.084717
	Iteration 43Q: 3 clusters Score -3598508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3598509.500000 Penalty: 3394.084717
	Iteration 44Q: 3 clusters Score -3598510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3598509.500000 Penalty: 3394.084717
	Iteration 45F: 3 clusters Score -3598510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9543.917969 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9543.918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9628.597656 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9628.598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9648.703125 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9648.703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9655.414062 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9655.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9660.812500 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -9660.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9660.812500 Penalty: 1586.910645
	Iteration 5F: 3 clusters Score -9660.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Entering Unmasked Estep 
Score: -15794181.000000 Penalty: 1934.168091
	Iteration 0F: 2 clusters Score -1.579418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -15695183.000000 Penalty: 3868.336182
	Iteration 0F: 3 clusters Score -1.569518e+07 nChanged 71173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -15737486.000000 Penalty: 3868.336182
	Iteration 1F: 3 clusters Score -1.573749e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -15739274.000000 Penalty: 3868.336182
	Iteration 2Q: 3 clusters Score -1.573927e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -15741762.000000 Penalty: 3868.336182
	Iteration 3Q: 3 clusters Score -1.574176e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -15746419.000000 Penalty: 3868.336182
	Iteration 4F: 3 clusters Score -1.574642e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -15753520.000000 Penalty: 3868.336182
	Iteration 5F: 3 clusters Score -1.575352e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -15763640.000000 Penalty: 3868.336182
	Iteration 6F: 3 clusters Score -1.576364e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -15774971.000000 Penalty: 3868.336182
	Iteration 7F: 3 clusters Score -1.577497e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -15784057.000000 Penalty: 3868.336182
	Iteration 8F: 3 clusters Score -1.578406e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133564 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -15788552.000000 Penalty: 3868.336182
	Iteration 9Q: 3 clusters Score -1.578855e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135239 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -15790168.000000 Penalty: 3868.336182
	Iteration 10Q: 3 clusters Score -1.579017e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -15790893.000000 Penalty: 3868.336182
	Iteration 11Q: 3 clusters Score -1.579089e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137289 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -15791314.000000 Penalty: 3868.336182
	Iteration 12Q: 3 clusters Score -1.579131e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138045 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -15791622.000000 Penalty: 3868.336182
	Iteration 13Q: 3 clusters Score -1.579162e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -15791827.000000 Penalty: 3868.336182
	Iteration 14Q: 3 clusters Score -1.579183e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -15792048.000000 Penalty: 3868.336182
	Iteration 15Q: 3 clusters Score -1.579205e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139739 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -15792258.000000 Penalty: 3868.336182
	Iteration 16Q: 3 clusters Score -1.579226e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -15792384.000000 Penalty: 3868.336182
	Iteration 17Q: 3 clusters Score -1.579238e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140575 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -15792601.000000 Penalty: 3868.336182
	Iteration 18Q: 3 clusters Score -1.57926e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -15792709.000000 Penalty: 3868.336182
	Iteration 19Q: 3 clusters Score -1.579271e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141232 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -15792875.000000 Penalty: 3868.336182
	Iteration 20F: 3 clusters Score -1.579288e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -15792981.000000 Penalty: 3868.336182
	Iteration 21Q: 3 clusters Score -1.579298e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -15793042.000000 Penalty: 3868.336182
	Iteration 22Q: 3 clusters Score -1.579304e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141993 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -15793103.000000 Penalty: 3868.336182
	Iteration 23Q: 3 clusters Score -1.57931e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -15793158.000000 Penalty: 3868.336182
	Iteration 24Q: 3 clusters Score -1.579316e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142389 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -15793226.000000 Penalty: 3868.336182
	Iteration 25Q: 3 clusters Score -1.579323e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -15793304.000000 Penalty: 3868.336182
	Iteration 26Q: 3 clusters Score -1.57933e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142716 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -15793317.000000 Penalty: 3868.336182
	Iteration 27Q: 3 clusters Score -1.579332e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -15793317.000000 Penalty: 3868.336182
	Iteration 28Q: 3 clusters Score -1.579332e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -15793358.000000 Penalty: 3868.336182
	Iteration 29Q: 3 clusters Score -1.579336e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -15793397.000000 Penalty: 3868.336182
	Iteration 30Q: 3 clusters Score -1.57934e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -15793396.000000 Penalty: 3868.336182
	Iteration 31Q: 3 clusters Score -1.57934e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -15793395.000000 Penalty: 3868.336182
	Iteration 32Q: 3 clusters Score -1.57934e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -15793412.000000 Penalty: 3868.336182
	Iteration 33Q: 3 clusters Score -1.579341e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143387 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -15793417.000000 Penalty: 3868.336182
	Iteration 34Q: 3 clusters Score -1.579342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -15793429.000000 Penalty: 3868.336182
	Iteration 35Q: 3 clusters Score -1.579343e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -15793429.000000 Penalty: 3868.336182
	Iteration 36Q: 3 clusters Score -1.579343e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -15793436.000000 Penalty: 3868.336182
	Iteration 37Q: 3 clusters Score -1.579344e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -15793428.000000 Penalty: 3868.336182
	Iteration 38Q: 3 clusters Score -1.579343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -15793428.000000 Penalty: 3868.336182
	Iteration 39Q: 3 clusters Score -1.579343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -15793462.000000 Penalty: 3868.336182
	Iteration 40F: 3 clusters Score -1.579346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -15793460.000000 Penalty: 3868.336182
	Iteration 41Q: 3 clusters Score -1.579346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -15793451.000000 Penalty: 3868.336182
	Iteration 42Q: 3 clusters Score -1.579345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143793 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -15793457.000000 Penalty: 3868.336182
	Iteration 43Q: 3 clusters Score -1.579346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143809 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -15793471.000000 Penalty: 3868.336182
	Iteration 44Q: 3 clusters Score -1.579347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -15793449.000000 Penalty: 3868.336182
	Iteration 45Q: 3 clusters Score -1.579345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -15793451.000000 Penalty: 3868.336182
	Iteration 46Q: 3 clusters Score -1.579345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -15793455.000000 Penalty: 3868.336182
	Iteration 47Q: 3 clusters Score -1.579346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -15793459.000000 Penalty: 3868.336182
	Iteration 48Q: 3 clusters Score -1.579346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -15793460.000000 Penalty: 3868.336182
	Iteration 49Q: 3 clusters Score -1.579346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143857 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -15793471.000000 Penalty: 3868.336182
	Iteration 50Q: 3 clusters Score -1.579347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -15793470.000000 Penalty: 3868.336182
	Iteration 51Q: 3 clusters Score -1.579347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -15793469.000000 Penalty: 3868.336182
	Iteration 52Q: 3 clusters Score -1.579347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -15793458.000000 Penalty: 3868.336182
	Iteration 53Q: 3 clusters Score -1.579346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -15793456.000000 Penalty: 3868.336182
	Iteration 54Q: 3 clusters Score -1.579346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -15793459.000000 Penalty: 3868.336182
	Iteration 55Q: 3 clusters Score -1.579346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143879 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -15793467.000000 Penalty: 3868.336182
	Iteration 56Q: 3 clusters Score -1.579347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143884 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -15793470.000000 Penalty: 3868.336182
	Iteration 57Q: 3 clusters Score -1.579347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -15793465.000000 Penalty: 3868.336182
	Iteration 58Q: 3 clusters Score -1.579346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -15793459.000000 Penalty: 3868.336182
	Iteration 59Q: 3 clusters Score -1.579346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143902 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -15793462.000000 Penalty: 3868.336182
	Iteration 60F: 3 clusters Score -1.579346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15793462.000000 Penalty: 3868.336182
	Iteration 61Q: 3 clusters Score -1.579346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15793454.000000 Penalty: 3868.336182
	Iteration 62Q: 3 clusters Score -1.579345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -15793466.000000 Penalty: 3868.336182
	Iteration 63Q: 3 clusters Score -1.579347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143913 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -15793466.000000 Penalty: 3868.336182
	Iteration 64Q: 3 clusters Score -1.579347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -15793459.000000 Penalty: 3868.336182
	Iteration 65Q: 3 clusters Score -1.579346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143921 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -15793454.000000 Penalty: 3868.336182
	Iteration 66Q: 3 clusters Score -1.579345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143926 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -15793442.000000 Penalty: 3868.336182
	Iteration 67Q: 3 clusters Score -1.579344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143933 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -15793449.000000 Penalty: 3868.336182
	Iteration 68Q: 3 clusters Score -1.579345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15793449.000000 Penalty: 3868.336182
	Iteration 69Q: 3 clusters Score -1.579345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -15793452.000000 Penalty: 3868.336182
	Iteration 70Q: 3 clusters Score -1.579345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15793442.000000 Penalty: 3868.336182
	Iteration 71Q: 3 clusters Score -1.579344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -15793442.000000 Penalty: 3868.336182
	Iteration 72Q: 3 clusters Score -1.579344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -15793446.000000 Penalty: 3868.336182
	Iteration 73Q: 3 clusters Score -1.579345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -15793440.000000 Penalty: 3868.336182
	Iteration 74Q: 3 clusters Score -1.579344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -15793448.000000 Penalty: 3868.336182
	Iteration 75Q: 3 clusters Score -1.579345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -15793448.000000 Penalty: 3868.336182
	Iteration 76Q: 3 clusters Score -1.579345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -15793469.000000 Penalty: 3868.336182
	Iteration 77Q: 3 clusters Score -1.579347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -15793465.000000 Penalty: 3868.336182
	Iteration 78Q: 3 clusters Score -1.579346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -15793468.000000 Penalty: 3868.336182
	Iteration 79Q: 3 clusters Score -1.579347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143993 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -15793464.000000 Penalty: 3868.336182
	Iteration 80F: 3 clusters Score -1.579346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144002 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -15793457.000000 Penalty: 3868.336182
	Iteration 81Q: 3 clusters Score -1.579346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144009 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -15793465.000000 Penalty: 3868.336182
	Iteration 82Q: 3 clusters Score -1.579346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -15793463.000000 Penalty: 3868.336182
	Iteration 83Q: 3 clusters Score -1.579346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -15793467.000000 Penalty: 3868.336182
	Iteration 84Q: 3 clusters Score -1.579347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -15793467.000000 Penalty: 3868.336182
	Iteration 85Q: 3 clusters Score -1.579347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -15793469.000000 Penalty: 3868.336182
	Iteration 86Q: 3 clusters Score -1.579347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144025 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -15793465.000000 Penalty: 3868.336182
	Iteration 87Q: 3 clusters Score -1.579346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144031 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -15793470.000000 Penalty: 3868.336182
	Iteration 88Q: 3 clusters Score -1.579347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -15793487.000000 Penalty: 3868.336182
	Iteration 89Q: 3 clusters Score -1.579349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -15793483.000000 Penalty: 3868.336182
	Iteration 90Q: 3 clusters Score -1.579348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -15793476.000000 Penalty: 3868.336182
	Iteration 91Q: 3 clusters Score -1.579348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15793486.000000 Penalty: 3868.336182
	Iteration 92Q: 3 clusters Score -1.579349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -15793480.000000 Penalty: 3868.336182
	Iteration 93Q: 3 clusters Score -1.579348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -15793478.000000 Penalty: 3868.336182
	Iteration 94Q: 3 clusters Score -1.579348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -15793483.000000 Penalty: 3868.336182
	Iteration 95Q: 3 clusters Score -1.579348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144050 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15793482.000000 Penalty: 3868.336182
	Iteration 96Q: 3 clusters Score -1.579348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -15793482.000000 Penalty: 3868.336182
	Iteration 97Q: 3 clusters Score -1.579348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -15793487.000000 Penalty: 3868.336182
	Iteration 98Q: 3 clusters Score -1.579349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -15793489.000000 Penalty: 3868.336182
	Iteration 99Q: 3 clusters Score -1.579349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -15793480.000000 Penalty: 3868.336182
	Iteration 100F: 3 clusters Score -1.579348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144064 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15793477.000000 Penalty: 3868.336182
	Iteration 101Q: 3 clusters Score -1.579348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -15793477.000000 Penalty: 3868.336182
	Iteration 102Q: 3 clusters Score -1.579348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144073 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -15793487.000000 Penalty: 3868.336182
	Iteration 103Q: 3 clusters Score -1.579349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -15793489.000000 Penalty: 3868.336182
	Iteration 104Q: 3 clusters Score -1.579349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -15793492.000000 Penalty: 3868.336182
	Iteration 105Q: 3 clusters Score -1.579349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -15793484.000000 Penalty: 3868.336182
	Iteration 106Q: 3 clusters Score -1.579348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -15793484.000000 Penalty: 3868.336182
	Iteration 107F: 3 clusters Score -1.579348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -150081.812500 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -150081.8 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 730 members 
Entering Unmasked Estep 
Score: -148313.375000 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -148313.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148660.968750 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -148661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148747.015625 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -148747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -148790.859375 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -148790.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -148820.859375 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -148820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -148838.828125 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -148838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -148847.031250 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -148847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -148852.953125 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -148853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -148859.281250 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -148859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -148863.109375 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -148863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -148864.140625 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -148864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -148866.343750 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -148866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -148867.734375 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -148867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148868.765625 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -148868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148870.093750 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -148870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148870.093750 Penalty: 2361.718994
	Iteration 15F: 3 clusters Score -148870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -486549.062500 Penalty: 1367.031128
	Iteration 0F: 2 clusters Score -486549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482859.843750 Penalty: 2734.062256
	Iteration 0F: 3 clusters Score -482859.8 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -483855.718750 Penalty: 2734.062256
	Iteration 1F: 3 clusters Score -483855.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -484055.593750 Penalty: 2734.062256
	Iteration 2F: 3 clusters Score -484055.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -484189.437500 Penalty: 2734.062256
	Iteration 3F: 3 clusters Score -484189.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -484312.625000 Penalty: 2734.062256
	Iteration 4Q: 3 clusters Score -484312.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -484425.500000 Penalty: 2734.062256
	Iteration 5Q: 3 clusters Score -484425.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -484516.437500 Penalty: 2734.062256
	Iteration 6Q: 3 clusters Score -484516.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -484595.500000 Penalty: 2734.062256
	Iteration 7Q: 3 clusters Score -484595.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -484676.093750 Penalty: 2734.062256
	Iteration 8Q: 3 clusters Score -484676.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -484754.156250 Penalty: 2734.062256
	Iteration 9Q: 3 clusters Score -484754.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -484860.000000 Penalty: 2734.062256
	Iteration 10Q: 3 clusters Score -484860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -484967.531250 Penalty: 2734.062256
	Iteration 11Q: 3 clusters Score -484967.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -485038.750000 Penalty: 2734.062256
	Iteration 12Q: 3 clusters Score -485038.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -485088.281250 Penalty: 2734.062256
	Iteration 13Q: 3 clusters Score -485088.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -485134.750000 Penalty: 2734.062256
	Iteration 14Q: 3 clusters Score -485134.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -485171.375000 Penalty: 2734.062256
	Iteration 15Q: 3 clusters Score -485171.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -485201.812500 Penalty: 2734.062256
	Iteration 16Q: 3 clusters Score -485201.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -485224.843750 Penalty: 2734.062256
	Iteration 17Q: 3 clusters Score -485224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -485244.843750 Penalty: 2734.062256
	Iteration 18Q: 3 clusters Score -485244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -485255.218750 Penalty: 2734.062256
	Iteration 19Q: 3 clusters Score -485255.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -485261.937500 Penalty: 2734.062256
	Iteration 20F: 3 clusters Score -485261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -485268.968750 Penalty: 2734.062256
	Iteration 21Q: 3 clusters Score -485269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -485273.062500 Penalty: 2734.062256
	Iteration 22Q: 3 clusters Score -485273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -485276.843750 Penalty: 2734.062256
	Iteration 23Q: 3 clusters Score -485276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -485280.906250 Penalty: 2734.062256
	Iteration 24Q: 3 clusters Score -485280.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -485285.156250 Penalty: 2734.062256
	Iteration 25Q: 3 clusters Score -485285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -485288.843750 Penalty: 2734.062256
	Iteration 26Q: 3 clusters Score -485288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -485293.031250 Penalty: 2734.062256
	Iteration 27Q: 3 clusters Score -485293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -485295.062500 Penalty: 2734.062256
	Iteration 28Q: 3 clusters Score -485295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -485295.656250 Penalty: 2734.062256
	Iteration 29Q: 3 clusters Score -485295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -485295.781250 Penalty: 2734.062256
	Iteration 30Q: 3 clusters Score -485295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -485295.781250 Penalty: 2734.062256
	Iteration 31F: 3 clusters Score -485295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Entering Unmasked Estep 
Score: -1465868.375000 Penalty: 1545.194336
	Iteration 0F: 2 clusters Score -1465868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1456457.750000 Penalty: 3090.388672
	Iteration 0F: 3 clusters Score -1456458 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1459713.125000 Penalty: 3090.388672
	Iteration 1F: 3 clusters Score -1459713 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1460004.250000 Penalty: 3090.388672
	Iteration 2F: 3 clusters Score -1460004 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1460287.125000 Penalty: 3090.388672
	Iteration 3Q: 3 clusters Score -1460287 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1460518.875000 Penalty: 3090.388672
	Iteration 4Q: 3 clusters Score -1460519 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1460781.125000 Penalty: 3090.388672
	Iteration 5Q: 3 clusters Score -1460781 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1461087.625000 Penalty: 3090.388672
	Iteration 6Q: 3 clusters Score -1461088 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1461422.250000 Penalty: 3090.388672
	Iteration 7Q: 3 clusters Score -1461422 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1461845.375000 Penalty: 3090.388672
	Iteration 8F: 3 clusters Score -1461845 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1462332.000000 Penalty: 3090.388672
	Iteration 9F: 3 clusters Score -1462332 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1462809.375000 Penalty: 3090.388672
	Iteration 10F: 3 clusters Score -1462809 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1463219.375000 Penalty: 3090.388672
	Iteration 11Q: 3 clusters Score -1463219 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1463542.750000 Penalty: 3090.388672
	Iteration 12Q: 3 clusters Score -1463543 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1463797.000000 Penalty: 3090.388672
	Iteration 13Q: 3 clusters Score -1463797 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1463995.375000 Penalty: 3090.388672
	Iteration 14Q: 3 clusters Score -1463995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1464120.125000 Penalty: 3090.388672
	Iteration 15Q: 3 clusters Score -1464120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1464240.125000 Penalty: 3090.388672
	Iteration 16Q: 3 clusters Score -1464240 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1464351.375000 Penalty: 3090.388672
	Iteration 17Q: 3 clusters Score -1464351 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1464431.625000 Penalty: 3090.388672
	Iteration 18Q: 3 clusters Score -1464432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1464522.625000 Penalty: 3090.388672
	Iteration 19Q: 3 clusters Score -1464523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1464588.375000 Penalty: 3090.388672
	Iteration 20F: 3 clusters Score -1464588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1464655.000000 Penalty: 3090.388672
	Iteration 21Q: 3 clusters Score -1464655 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1464717.000000 Penalty: 3090.388672
	Iteration 22Q: 3 clusters Score -1464717 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1464767.750000 Penalty: 3090.388672
	Iteration 23Q: 3 clusters Score -1464768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1464809.500000 Penalty: 3090.388672
	Iteration 24Q: 3 clusters Score -1464810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1464841.750000 Penalty: 3090.388672
	Iteration 25Q: 3 clusters Score -1464842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1464873.000000 Penalty: 3090.388672
	Iteration 26Q: 3 clusters Score -1464873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1464904.625000 Penalty: 3090.388672
	Iteration 27Q: 3 clusters Score -1464905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1464923.125000 Penalty: 3090.388672
	Iteration 28Q: 3 clusters Score -1464923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1464953.125000 Penalty: 3090.388672
	Iteration 29Q: 3 clusters Score -1464953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1464978.625000 Penalty: 3090.388672
	Iteration 30Q: 3 clusters Score -1464979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1464997.750000 Penalty: 3090.388672
	Iteration 31Q: 3 clusters Score -1464998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1465018.500000 Penalty: 3090.388672
	Iteration 32Q: 3 clusters Score -1465018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1465036.625000 Penalty: 3090.388672
	Iteration 33Q: 3 clusters Score -1465037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1465055.875000 Penalty: 3090.388672
	Iteration 34Q: 3 clusters Score -1465056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1465071.125000 Penalty: 3090.388672
	Iteration 35Q: 3 clusters Score -1465071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1465088.250000 Penalty: 3090.388672
	Iteration 36Q: 3 clusters Score -1465088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1465109.750000 Penalty: 3090.388672
	Iteration 37Q: 3 clusters Score -1465110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1465120.000000 Penalty: 3090.388672
	Iteration 38Q: 3 clusters Score -1465120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1465129.875000 Penalty: 3090.388672
	Iteration 39Q: 3 clusters Score -1465130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1465146.750000 Penalty: 3090.388672
	Iteration 40F: 3 clusters Score -1465147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1465153.375000 Penalty: 3090.388672
	Iteration 41Q: 3 clusters Score -1465153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1465154.000000 Penalty: 3090.388672
	Iteration 42Q: 3 clusters Score -1465154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1465160.750000 Penalty: 3090.388672
	Iteration 43Q: 3 clusters Score -1465161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1465165.625000 Penalty: 3090.388672
	Iteration 44Q: 3 clusters Score -1465166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1465177.750000 Penalty: 3090.388672
	Iteration 45Q: 3 clusters Score -1465178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1465184.750000 Penalty: 3090.388672
	Iteration 46Q: 3 clusters Score -1465185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1465185.625000 Penalty: 3090.388672
	Iteration 47Q: 3 clusters Score -1465186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1465190.875000 Penalty: 3090.388672
	Iteration 48Q: 3 clusters Score -1465191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1465195.875000 Penalty: 3090.388672
	Iteration 49Q: 3 clusters Score -1465196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1465198.875000 Penalty: 3090.388672
	Iteration 50Q: 3 clusters Score -1465199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1465196.000000 Penalty: 3090.388672
	Iteration 51Q: 3 clusters Score -1465196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1465201.125000 Penalty: 3090.388672
	Iteration 52Q: 3 clusters Score -1465201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1465203.625000 Penalty: 3090.388672
	Iteration 53Q: 3 clusters Score -1465204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1465207.750000 Penalty: 3090.388672
	Iteration 54Q: 3 clusters Score -1465208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1465213.000000 Penalty: 3090.388672
	Iteration 55Q: 3 clusters Score -1465213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1465212.250000 Penalty: 3090.388672
	Iteration 56Q: 3 clusters Score -1465212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1465211.375000 Penalty: 3090.388672
	Iteration 57Q: 3 clusters Score -1465211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1465215.500000 Penalty: 3090.388672
	Iteration 58Q: 3 clusters Score -1465216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1465214.500000 Penalty: 3090.388672
	Iteration 59Q: 3 clusters Score -1465214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1465215.500000 Penalty: 3090.388672
	Iteration 60F: 3 clusters Score -1465216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1465218.125000 Penalty: 3090.388672
	Iteration 61Q: 3 clusters Score -1465218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1465218.375000 Penalty: 3090.388672
	Iteration 62Q: 3 clusters Score -1465218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1465219.000000 Penalty: 3090.388672
	Iteration 63Q: 3 clusters Score -1465219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1465218.125000 Penalty: 3090.388672
	Iteration 64Q: 3 clusters Score -1465218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1465218.250000 Penalty: 3090.388672
	Iteration 65Q: 3 clusters Score -1465218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1465219.000000 Penalty: 3090.388672
	Iteration 66Q: 3 clusters Score -1465219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1465221.250000 Penalty: 3090.388672
	Iteration 67Q: 3 clusters Score -1465221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1465220.875000 Penalty: 3090.388672
	Iteration 68Q: 3 clusters Score -1465221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1465221.125000 Penalty: 3090.388672
	Iteration 69Q: 3 clusters Score -1465221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1465223.500000 Penalty: 3090.388672
	Iteration 70Q: 3 clusters Score -1465224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1465223.125000 Penalty: 3090.388672
	Iteration 71Q: 3 clusters Score -1465223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1465225.375000 Penalty: 3090.388672
	Iteration 72Q: 3 clusters Score -1465225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1465224.250000 Penalty: 3090.388672
	Iteration 73Q: 3 clusters Score -1465224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1465224.250000 Penalty: 3090.388672
	Iteration 74F: 3 clusters Score -1465224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1362299.875000 Penalty: 1540.733276
	Iteration 0F: 2 clusters Score -1362300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1353107.125000 Penalty: 3081.466553
	Iteration 0F: 3 clusters Score -1353107 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1356278.000000 Penalty: 3081.466553
	Iteration 1F: 3 clusters Score -1356278 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1356639.375000 Penalty: 3081.466553
	Iteration 2F: 3 clusters Score -1356639 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1356986.250000 Penalty: 3081.466553
	Iteration 3F: 3 clusters Score -1356986 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1357375.125000 Penalty: 3081.466553
	Iteration 4Q: 3 clusters Score -1357375 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1357711.625000 Penalty: 3081.466553
	Iteration 5F: 3 clusters Score -1357712 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1358005.500000 Penalty: 3081.466553
	Iteration 6Q: 3 clusters Score -1358006 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1358225.250000 Penalty: 3081.466553
	Iteration 7Q: 3 clusters Score -1358225 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1358391.125000 Penalty: 3081.466553
	Iteration 8Q: 3 clusters Score -1358391 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1358547.750000 Penalty: 3081.466553
	Iteration 9Q: 3 clusters Score -1358548 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1358711.375000 Penalty: 3081.466553
	Iteration 10Q: 3 clusters Score -1358711 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1358895.125000 Penalty: 3081.466553
	Iteration 11Q: 3 clusters Score -1358895 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1359069.375000 Penalty: 3081.466553
	Iteration 12Q: 3 clusters Score -1359069 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1359238.750000 Penalty: 3081.466553
	Iteration 13Q: 3 clusters Score -1359239 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1359407.375000 Penalty: 3081.466553
	Iteration 14Q: 3 clusters Score -1359407 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1359583.250000 Penalty: 3081.466553
	Iteration 15Q: 3 clusters Score -1359583 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1359740.500000 Penalty: 3081.466553
	Iteration 16Q: 3 clusters Score -1359740 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1359873.750000 Penalty: 3081.466553
	Iteration 17Q: 3 clusters Score -1359874 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1359976.625000 Penalty: 3081.466553
	Iteration 18Q: 3 clusters Score -1359977 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1360044.875000 Penalty: 3081.466553
	Iteration 19Q: 3 clusters Score -1360045 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1360092.875000 Penalty: 3081.466553
	Iteration 20F: 3 clusters Score -1360093 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1360131.500000 Penalty: 3081.466553
	Iteration 21Q: 3 clusters Score -1360132 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1360177.000000 Penalty: 3081.466553
	Iteration 22Q: 3 clusters Score -1360177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1360208.750000 Penalty: 3081.466553
	Iteration 23Q: 3 clusters Score -1360209 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1360240.375000 Penalty: 3081.466553
	Iteration 24Q: 3 clusters Score -1360240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1360263.125000 Penalty: 3081.466553
	Iteration 25Q: 3 clusters Score -1360263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1360275.000000 Penalty: 3081.466553
	Iteration 26Q: 3 clusters Score -1360275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1360293.625000 Penalty: 3081.466553
	Iteration 27Q: 3 clusters Score -1360294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1360306.000000 Penalty: 3081.466553
	Iteration 28Q: 3 clusters Score -1360306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1360318.250000 Penalty: 3081.466553
	Iteration 29Q: 3 clusters Score -1360318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1360327.125000 Penalty: 3081.466553
	Iteration 30Q: 3 clusters Score -1360327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1360340.000000 Penalty: 3081.466553
	Iteration 31Q: 3 clusters Score -1360340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1360350.125000 Penalty: 3081.466553
	Iteration 32Q: 3 clusters Score -1360350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1360357.500000 Penalty: 3081.466553
	Iteration 33Q: 3 clusters Score -1360358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1360369.000000 Penalty: 3081.466553
	Iteration 34Q: 3 clusters Score -1360369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1360381.750000 Penalty: 3081.466553
	Iteration 35Q: 3 clusters Score -1360382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1360396.125000 Penalty: 3081.466553
	Iteration 36Q: 3 clusters Score -1360396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1360416.500000 Penalty: 3081.466553
	Iteration 37Q: 3 clusters Score -1360416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1360423.875000 Penalty: 3081.466553
	Iteration 38Q: 3 clusters Score -1360424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1360438.250000 Penalty: 3081.466553
	Iteration 39Q: 3 clusters Score -1360438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1360443.125000 Penalty: 3081.466553
	Iteration 40F: 3 clusters Score -1360443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1360451.375000 Penalty: 3081.466553
	Iteration 41Q: 3 clusters Score -1360451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1360454.500000 Penalty: 3081.466553
	Iteration 42Q: 3 clusters Score -1360454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1360459.375000 Penalty: 3081.466553
	Iteration 43Q: 3 clusters Score -1360459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1360469.125000 Penalty: 3081.466553
	Iteration 44Q: 3 clusters Score -1360469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1360481.250000 Penalty: 3081.466553
	Iteration 45Q: 3 clusters Score -1360481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1360485.125000 Penalty: 3081.466553
	Iteration 46Q: 3 clusters Score -1360485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1360485.875000 Penalty: 3081.466553
	Iteration 47Q: 3 clusters Score -1360486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1360491.625000 Penalty: 3081.466553
	Iteration 48Q: 3 clusters Score -1360492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1360496.125000 Penalty: 3081.466553
	Iteration 49Q: 3 clusters Score -1360496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1360500.875000 Penalty: 3081.466553
	Iteration 50Q: 3 clusters Score -1360501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1360508.125000 Penalty: 3081.466553
	Iteration 51Q: 3 clusters Score -1360508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1360508.375000 Penalty: 3081.466553
	Iteration 52Q: 3 clusters Score -1360508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1360516.250000 Penalty: 3081.466553
	Iteration 53Q: 3 clusters Score -1360516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1360520.000000 Penalty: 3081.466553
	Iteration 54Q: 3 clusters Score -1360520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1360524.875000 Penalty: 3081.466553
	Iteration 55Q: 3 clusters Score -1360525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1360525.375000 Penalty: 3081.466553
	Iteration 56Q: 3 clusters Score -1360525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1360536.625000 Penalty: 3081.466553
	Iteration 57Q: 3 clusters Score -1360537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1360540.625000 Penalty: 3081.466553
	Iteration 58Q: 3 clusters Score -1360541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1360547.000000 Penalty: 3081.466553
	Iteration 59Q: 3 clusters Score -1360547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1360552.375000 Penalty: 3081.466553
	Iteration 60F: 3 clusters Score -1360552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1360557.125000 Penalty: 3081.466553
	Iteration 61Q: 3 clusters Score -1360557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1360564.250000 Penalty: 3081.466553
	Iteration 62Q: 3 clusters Score -1360564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1360574.000000 Penalty: 3081.466553
	Iteration 63Q: 3 clusters Score -1360574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1360584.125000 Penalty: 3081.466553
	Iteration 64Q: 3 clusters Score -1360584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1360588.875000 Penalty: 3081.466553
	Iteration 65Q: 3 clusters Score -1360589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1360595.000000 Penalty: 3081.466553
	Iteration 66Q: 3 clusters Score -1360595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1360603.125000 Penalty: 3081.466553
	Iteration 67Q: 3 clusters Score -1360603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1360608.750000 Penalty: 3081.466553
	Iteration 68Q: 3 clusters Score -1360609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1360616.000000 Penalty: 3081.466553
	Iteration 69Q: 3 clusters Score -1360616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1360625.625000 Penalty: 3081.466553
	Iteration 70Q: 3 clusters Score -1360626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1360636.250000 Penalty: 3081.466553
	Iteration 71Q: 3 clusters Score -1360636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1360646.250000 Penalty: 3081.466553
	Iteration 72Q: 3 clusters Score -1360646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1360658.750000 Penalty: 3081.466553
	Iteration 73Q: 3 clusters Score -1360659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1360663.500000 Penalty: 3081.466553
	Iteration 74Q: 3 clusters Score -1360664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1360671.000000 Penalty: 3081.466553
	Iteration 75Q: 3 clusters Score -1360671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1360677.500000 Penalty: 3081.466553
	Iteration 76Q: 3 clusters Score -1360678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1360681.250000 Penalty: 3081.466553
	Iteration 77Q: 3 clusters Score -1360681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1360686.875000 Penalty: 3081.466553
	Iteration 78Q: 3 clusters Score -1360687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1360687.750000 Penalty: 3081.466553
	Iteration 79Q: 3 clusters Score -1360688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1360695.875000 Penalty: 3081.466553
	Iteration 80F: 3 clusters Score -1360696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1360694.500000 Penalty: 3081.466553
	Iteration 81Q: 3 clusters Score -1360694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1360696.375000 Penalty: 3081.466553
	Iteration 82Q: 3 clusters Score -1360696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1360698.625000 Penalty: 3081.466553
	Iteration 83Q: 3 clusters Score -1360699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1360706.000000 Penalty: 3081.466553
	Iteration 84Q: 3 clusters Score -1360706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1360712.250000 Penalty: 3081.466553
	Iteration 85Q: 3 clusters Score -1360712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1360721.625000 Penalty: 3081.466553
	Iteration 86Q: 3 clusters Score -1360722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1360727.625000 Penalty: 3081.466553
	Iteration 87Q: 3 clusters Score -1360728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1360734.750000 Penalty: 3081.466553
	Iteration 88Q: 3 clusters Score -1360735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1360742.375000 Penalty: 3081.466553
	Iteration 89Q: 3 clusters Score -1360742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1360749.625000 Penalty: 3081.466553
	Iteration 90Q: 3 clusters Score -1360750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1360757.875000 Penalty: 3081.466553
	Iteration 91Q: 3 clusters Score -1360758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1360764.500000 Penalty: 3081.466553
	Iteration 92Q: 3 clusters Score -1360764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1360772.250000 Penalty: 3081.466553
	Iteration 93Q: 3 clusters Score -1360772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1360773.125000 Penalty: 3081.466553
	Iteration 94Q: 3 clusters Score -1360773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1360776.375000 Penalty: 3081.466553
	Iteration 95Q: 3 clusters Score -1360776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1360778.500000 Penalty: 3081.466553
	Iteration 96Q: 3 clusters Score -1360778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1360782.250000 Penalty: 3081.466553
	Iteration 97Q: 3 clusters Score -1360782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1360783.000000 Penalty: 3081.466553
	Iteration 98Q: 3 clusters Score -1360783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1360790.375000 Penalty: 3081.466553
	Iteration 99Q: 3 clusters Score -1360790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1360793.125000 Penalty: 3081.466553
	Iteration 100F: 3 clusters Score -1360793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1360793.125000 Penalty: 3081.466553
	Iteration 101Q: 3 clusters Score -1360793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1360800.625000 Penalty: 3081.466553
	Iteration 102Q: 3 clusters Score -1360801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1360802.750000 Penalty: 3081.466553
	Iteration 103Q: 3 clusters Score -1360803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1360804.375000 Penalty: 3081.466553
	Iteration 104Q: 3 clusters Score -1360804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1360806.000000 Penalty: 3081.466553
	Iteration 105Q: 3 clusters Score -1360806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1360807.500000 Penalty: 3081.466553
	Iteration 106Q: 3 clusters Score -1360808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1360810.375000 Penalty: 3081.466553
	Iteration 107Q: 3 clusters Score -1360810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1360808.125000 Penalty: 3081.466553
	Iteration 108Q: 3 clusters Score -1360808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1360812.000000 Penalty: 3081.466553
	Iteration 109Q: 3 clusters Score -1360812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1360814.000000 Penalty: 3081.466553
	Iteration 110Q: 3 clusters Score -1360814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1360816.000000 Penalty: 3081.466553
	Iteration 111Q: 3 clusters Score -1360816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1360818.750000 Penalty: 3081.466553
	Iteration 112Q: 3 clusters Score -1360819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1360818.625000 Penalty: 3081.466553
	Iteration 113Q: 3 clusters Score -1360819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1360821.250000 Penalty: 3081.466553
	Iteration 114Q: 3 clusters Score -1360821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1360825.125000 Penalty: 3081.466553
	Iteration 115Q: 3 clusters Score -1360825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1360830.875000 Penalty: 3081.466553
	Iteration 116Q: 3 clusters Score -1360831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1360834.250000 Penalty: 3081.466553
	Iteration 117Q: 3 clusters Score -1360834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1360839.000000 Penalty: 3081.466553
	Iteration 118Q: 3 clusters Score -1360839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1360838.250000 Penalty: 3081.466553
	Iteration 119Q: 3 clusters Score -1360838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1360842.750000 Penalty: 3081.466553
	Iteration 120F: 3 clusters Score -1360843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1360844.500000 Penalty: 3081.466553
	Iteration 121Q: 3 clusters Score -1360844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1360849.000000 Penalty: 3081.466553
	Iteration 122Q: 3 clusters Score -1360849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1360853.375000 Penalty: 3081.466553
	Iteration 123Q: 3 clusters Score -1360853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1360858.375000 Penalty: 3081.466553
	Iteration 124Q: 3 clusters Score -1360858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1360862.125000 Penalty: 3081.466553
	Iteration 125Q: 3 clusters Score -1360862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1360865.250000 Penalty: 3081.466553
	Iteration 126Q: 3 clusters Score -1360865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1360868.375000 Penalty: 3081.466553
	Iteration 127Q: 3 clusters Score -1360868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1360873.250000 Penalty: 3081.466553
	Iteration 128Q: 3 clusters Score -1360873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1360874.375000 Penalty: 3081.466553
	Iteration 129Q: 3 clusters Score -1360874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1360876.125000 Penalty: 3081.466553
	Iteration 130Q: 3 clusters Score -1360876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1360873.750000 Penalty: 3081.466553
	Iteration 131Q: 3 clusters Score -1360874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1360874.625000 Penalty: 3081.466553
	Iteration 132Q: 3 clusters Score -1360875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1360874.375000 Penalty: 3081.466553
	Iteration 133Q: 3 clusters Score -1360874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1360874.500000 Penalty: 3081.466553
	Iteration 134Q: 3 clusters Score -1360874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1360875.500000 Penalty: 3081.466553
	Iteration 135Q: 3 clusters Score -1360876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1360875.250000 Penalty: 3081.466553
	Iteration 136Q: 3 clusters Score -1360875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1360876.000000 Penalty: 3081.466553
	Iteration 137Q: 3 clusters Score -1360876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1360874.750000 Penalty: 3081.466553
	Iteration 138Q: 3 clusters Score -1360875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1360877.125000 Penalty: 3081.466553
	Iteration 139Q: 3 clusters Score -1360877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1360879.000000 Penalty: 3081.466553
	Iteration 140F: 3 clusters Score -1360879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1360879.375000 Penalty: 3081.466553
	Iteration 141Q: 3 clusters Score -1360879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1360881.750000 Penalty: 3081.466553
	Iteration 142Q: 3 clusters Score -1360882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1360884.750000 Penalty: 3081.466553
	Iteration 143Q: 3 clusters Score -1360885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1360886.625000 Penalty: 3081.466553
	Iteration 144Q: 3 clusters Score -1360887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1360888.500000 Penalty: 3081.466553
	Iteration 145Q: 3 clusters Score -1360888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1360885.625000 Penalty: 3081.466553
	Iteration 146Q: 3 clusters Score -1360886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1360885.625000 Penalty: 3081.466553
	Iteration 147F: 3 clusters Score -1360886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Entering Unmasked Estep 
Score: -1393732.625000 Penalty: 1536.706177
	Iteration 0F: 2 clusters Score -1393733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1384762.000000 Penalty: 3073.412354
	Iteration 0F: 3 clusters Score -1384762 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1387769.125000 Penalty: 3073.412354
	Iteration 1F: 3 clusters Score -1387769 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1387982.250000 Penalty: 3073.412354
	Iteration 2Q: 3 clusters Score -1387982 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1388135.625000 Penalty: 3073.412354
	Iteration 3Q: 3 clusters Score -1388136 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1388264.250000 Penalty: 3073.412354
	Iteration 4Q: 3 clusters Score -1388264 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1388398.750000 Penalty: 3073.412354
	Iteration 5Q: 3 clusters Score -1388399 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1388532.375000 Penalty: 3073.412354
	Iteration 6Q: 3 clusters Score -1388532 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1388682.125000 Penalty: 3073.412354
	Iteration 7Q: 3 clusters Score -1388682 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1388854.625000 Penalty: 3073.412354
	Iteration 8Q: 3 clusters Score -1388855 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1389089.875000 Penalty: 3073.412354
	Iteration 9Q: 3 clusters Score -1389090 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1389461.000000 Penalty: 3073.412354
	Iteration 10Q: 3 clusters Score -1389461 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1389970.250000 Penalty: 3073.412354
	Iteration 11F: 3 clusters Score -1389970 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1390612.750000 Penalty: 3073.412354
	Iteration 12F: 3 clusters Score -1390613 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1391210.500000 Penalty: 3073.412354
	Iteration 13F: 3 clusters Score -1391210 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1391668.250000 Penalty: 3073.412354
	Iteration 14Q: 3 clusters Score -1391668 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1391959.875000 Penalty: 3073.412354
	Iteration 15Q: 3 clusters Score -1391960 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1392125.500000 Penalty: 3073.412354
	Iteration 16Q: 3 clusters Score -1392126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1392206.625000 Penalty: 3073.412354
	Iteration 17Q: 3 clusters Score -1392207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1392272.125000 Penalty: 3073.412354
	Iteration 18Q: 3 clusters Score -1392272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1392330.375000 Penalty: 3073.412354
	Iteration 19Q: 3 clusters Score -1392330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1392371.375000 Penalty: 3073.412354
	Iteration 20F: 3 clusters Score -1392371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1392400.625000 Penalty: 3073.412354
	Iteration 21Q: 3 clusters Score -1392401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1392414.875000 Penalty: 3073.412354
	Iteration 22Q: 3 clusters Score -1392415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1392423.500000 Penalty: 3073.412354
	Iteration 23Q: 3 clusters Score -1392424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1392427.375000 Penalty: 3073.412354
	Iteration 24Q: 3 clusters Score -1392427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1392433.500000 Penalty: 3073.412354
	Iteration 25Q: 3 clusters Score -1392434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1392434.750000 Penalty: 3073.412354
	Iteration 26Q: 3 clusters Score -1392435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1392438.750000 Penalty: 3073.412354
	Iteration 27Q: 3 clusters Score -1392439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1392442.125000 Penalty: 3073.412354
	Iteration 28Q: 3 clusters Score -1392442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1392450.625000 Penalty: 3073.412354
	Iteration 29Q: 3 clusters Score -1392451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1392453.375000 Penalty: 3073.412354
	Iteration 30Q: 3 clusters Score -1392453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1392459.250000 Penalty: 3073.412354
	Iteration 31Q: 3 clusters Score -1392459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1392460.000000 Penalty: 3073.412354
	Iteration 32Q: 3 clusters Score -1392460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1392460.000000 Penalty: 3073.412354
	Iteration 33Q: 3 clusters Score -1392460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1392461.000000 Penalty: 3073.412354
	Iteration 34Q: 3 clusters Score -1392461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1392459.375000 Penalty: 3073.412354
	Iteration 35Q: 3 clusters Score -1392459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1392460.250000 Penalty: 3073.412354
	Iteration 36Q: 3 clusters Score -1392460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1392460.250000 Penalty: 3073.412354
	Iteration 37F: 3 clusters Score -1392460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Entering Unmasked Estep 
Score: -1508751.875000 Penalty: 1549.371826
	Iteration 0F: 2 clusters Score -1508752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1499181.500000 Penalty: 3098.743652
	Iteration 0F: 3 clusters Score -1499182 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1502458.375000 Penalty: 3098.743652
	Iteration 1F: 3 clusters Score -1502458 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1502706.750000 Penalty: 3098.743652
	Iteration 2F: 3 clusters Score -1502707 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1502914.875000 Penalty: 3098.743652
	Iteration 3Q: 3 clusters Score -1502915 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1503104.250000 Penalty: 3098.743652
	Iteration 4Q: 3 clusters Score -1503104 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1503272.000000 Penalty: 3098.743652
	Iteration 5Q: 3 clusters Score -1503272 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1503479.125000 Penalty: 3098.743652
	Iteration 6Q: 3 clusters Score -1503479 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1503692.000000 Penalty: 3098.743652
	Iteration 7Q: 3 clusters Score -1503692 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1503931.750000 Penalty: 3098.743652
	Iteration 8Q: 3 clusters Score -1503932 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1504247.500000 Penalty: 3098.743652
	Iteration 9Q: 3 clusters Score -1504248 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1504706.500000 Penalty: 3098.743652
	Iteration 10Q: 3 clusters Score -1504706 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1505230.000000 Penalty: 3098.743652
	Iteration 11F: 3 clusters Score -1505230 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1505730.875000 Penalty: 3098.743652
	Iteration 12F: 3 clusters Score -1505731 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1506090.000000 Penalty: 3098.743652
	Iteration 13Q: 3 clusters Score -1506090 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1506322.250000 Penalty: 3098.743652
	Iteration 14Q: 3 clusters Score -1506322 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1506440.125000 Penalty: 3098.743652
	Iteration 15Q: 3 clusters Score -1506440 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1506524.125000 Penalty: 3098.743652
	Iteration 16Q: 3 clusters Score -1506524 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1506603.750000 Penalty: 3098.743652
	Iteration 17Q: 3 clusters Score -1506604 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1506665.375000 Penalty: 3098.743652
	Iteration 18Q: 3 clusters Score -1506665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1506717.750000 Penalty: 3098.743652
	Iteration 19Q: 3 clusters Score -1506718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1506770.750000 Penalty: 3098.743652
	Iteration 20F: 3 clusters Score -1506771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1506804.250000 Penalty: 3098.743652
	Iteration 21Q: 3 clusters Score -1506804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1506833.625000 Penalty: 3098.743652
	Iteration 22Q: 3 clusters Score -1506834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1506854.500000 Penalty: 3098.743652
	Iteration 23Q: 3 clusters Score -1506854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1506870.750000 Penalty: 3098.743652
	Iteration 24Q: 3 clusters Score -1506871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1506891.500000 Penalty: 3098.743652
	Iteration 25Q: 3 clusters Score -1506892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1506909.625000 Penalty: 3098.743652
	Iteration 26Q: 3 clusters Score -1506910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1506919.875000 Penalty: 3098.743652
	Iteration 27Q: 3 clusters Score -1506920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1506933.125000 Penalty: 3098.743652
	Iteration 28Q: 3 clusters Score -1506933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1506943.875000 Penalty: 3098.743652
	Iteration 29Q: 3 clusters Score -1506944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1506953.625000 Penalty: 3098.743652
	Iteration 30Q: 3 clusters Score -1506954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1506965.625000 Penalty: 3098.743652
	Iteration 31Q: 3 clusters Score -1506966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1506974.750000 Penalty: 3098.743652
	Iteration 32Q: 3 clusters Score -1506975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1506979.250000 Penalty: 3098.743652
	Iteration 33Q: 3 clusters Score -1506979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1506985.750000 Penalty: 3098.743652
	Iteration 34Q: 3 clusters Score -1506986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1506988.500000 Penalty: 3098.743652
	Iteration 35Q: 3 clusters Score -1506988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1506995.750000 Penalty: 3098.743652
	Iteration 36Q: 3 clusters Score -1506996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1507001.875000 Penalty: 3098.743652
	Iteration 37Q: 3 clusters Score -1507002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1507005.875000 Penalty: 3098.743652
	Iteration 38Q: 3 clusters Score -1507006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1507007.500000 Penalty: 3098.743652
	Iteration 39Q: 3 clusters Score -1507008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1507004.625000 Penalty: 3098.743652
	Iteration 40F: 3 clusters Score -1507005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1507009.500000 Penalty: 3098.743652
	Iteration 41Q: 3 clusters Score -1507010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1507009.000000 Penalty: 3098.743652
	Iteration 42Q: 3 clusters Score -1507009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1507009.250000 Penalty: 3098.743652
	Iteration 43Q: 3 clusters Score -1507009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1507013.250000 Penalty: 3098.743652
	Iteration 44Q: 3 clusters Score -1507013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1507013.125000 Penalty: 3098.743652
	Iteration 45Q: 3 clusters Score -1507013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1507021.125000 Penalty: 3098.743652
	Iteration 46Q: 3 clusters Score -1507021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1507020.625000 Penalty: 3098.743652
	Iteration 47Q: 3 clusters Score -1507021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1507021.875000 Penalty: 3098.743652
	Iteration 48Q: 3 clusters Score -1507022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1507024.125000 Penalty: 3098.743652
	Iteration 49Q: 3 clusters Score -1507024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1507022.875000 Penalty: 3098.743652
	Iteration 50Q: 3 clusters Score -1507023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1507023.375000 Penalty: 3098.743652
	Iteration 51Q: 3 clusters Score -1507023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1507024.750000 Penalty: 3098.743652
	Iteration 52Q: 3 clusters Score -1507025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1507028.125000 Penalty: 3098.743652
	Iteration 53Q: 3 clusters Score -1507028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1507031.375000 Penalty: 3098.743652
	Iteration 54Q: 3 clusters Score -1507031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1507032.875000 Penalty: 3098.743652
	Iteration 55Q: 3 clusters Score -1507033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1507029.625000 Penalty: 3098.743652
	Iteration 56Q: 3 clusters Score -1507030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1507030.875000 Penalty: 3098.743652
	Iteration 57Q: 3 clusters Score -1507031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1507027.375000 Penalty: 3098.743652
	Iteration 58Q: 3 clusters Score -1507027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1507031.000000 Penalty: 3098.743652
	Iteration 59Q: 3 clusters Score -1507031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1507028.750000 Penalty: 3098.743652
	Iteration 60F: 3 clusters Score -1507029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1507030.000000 Penalty: 3098.743652
	Iteration 61Q: 3 clusters Score -1507030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1507027.750000 Penalty: 3098.743652
	Iteration 62Q: 3 clusters Score -1507028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1507031.750000 Penalty: 3098.743652
	Iteration 63Q: 3 clusters Score -1507032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1507032.375000 Penalty: 3098.743652
	Iteration 64Q: 3 clusters Score -1507032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1507035.250000 Penalty: 3098.743652
	Iteration 65Q: 3 clusters Score -1507035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1507040.500000 Penalty: 3098.743652
	Iteration 66Q: 3 clusters Score -1507040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1507039.000000 Penalty: 3098.743652
	Iteration 67Q: 3 clusters Score -1507039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1507046.000000 Penalty: 3098.743652
	Iteration 68Q: 3 clusters Score -1507046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1507045.875000 Penalty: 3098.743652
	Iteration 69Q: 3 clusters Score -1507046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1507049.500000 Penalty: 3098.743652
	Iteration 70Q: 3 clusters Score -1507050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1507052.250000 Penalty: 3098.743652
	Iteration 71Q: 3 clusters Score -1507052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1507052.125000 Penalty: 3098.743652
	Iteration 72Q: 3 clusters Score -1507052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1507053.750000 Penalty: 3098.743652
	Iteration 73Q: 3 clusters Score -1507054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1507058.625000 Penalty: 3098.743652
	Iteration 74Q: 3 clusters Score -1507059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1507062.125000 Penalty: 3098.743652
	Iteration 75Q: 3 clusters Score -1507062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1507072.500000 Penalty: 3098.743652
	Iteration 76Q: 3 clusters Score -1507072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1507076.375000 Penalty: 3098.743652
	Iteration 77Q: 3 clusters Score -1507076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1507077.750000 Penalty: 3098.743652
	Iteration 78Q: 3 clusters Score -1507078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1507076.250000 Penalty: 3098.743652
	Iteration 79Q: 3 clusters Score -1507076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1507082.250000 Penalty: 3098.743652
	Iteration 80F: 3 clusters Score -1507082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1507081.875000 Penalty: 3098.743652
	Iteration 81Q: 3 clusters Score -1507082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1507085.250000 Penalty: 3098.743652
	Iteration 82Q: 3 clusters Score -1507085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1507090 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1507092 nChanged 32
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10497 members 
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10528 members 
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Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10561 members 
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	Iteration 88Q: 3 clusters Score -1507105 nChanged 31
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10592 members 
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	Iteration 89Q: 3 clusters Score -1507108 nChanged 24
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Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10616 members 
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	Iteration 90Q: 3 clusters Score -1507113 nChanged 23
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Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10639 members 
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	Iteration 91Q: 3 clusters Score -1507120 nChanged 30
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10669 members 
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	Iteration 92Q: 3 clusters Score -1507126 nChanged 30
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10699 members 
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	Iteration 93Q: 3 clusters Score -1507125 nChanged 36
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Mstep: Class 1 contains 3097 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1507130 nChanged 22
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Mstep: Class 1 contains 3075 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1507135 nChanged 18
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Mstep: Class 1 contains 3057 members 
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	Iteration 96Q: 3 clusters Score -1507139 nChanged 20
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Mstep: Class 1 contains 3037 members 
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	Iteration 97Q: 3 clusters Score -1507141 nChanged 18
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Mstep: Class 1 contains 3019 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1507142 nChanged 16
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Mstep: Class 1 contains 3003 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1507142 nChanged 15
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Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1507142 nChanged 9
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1507143 nChanged 14
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Mstep: Class 1 contains 2965 members 
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	Iteration 102Q: 3 clusters Score -1507145 nChanged 9
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1507147 nChanged 15
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Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10889 members 
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	Iteration 104Q: 3 clusters Score -1507150 nChanged 28
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Mstep: Class 1 contains 2913 members 
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	Iteration 105Q: 3 clusters Score -1507153 nChanged 25
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10942 members 
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	Iteration 106Q: 3 clusters Score -1507162 nChanged 32
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Mstep: Class 1 contains 2856 members 
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	Iteration 107Q: 3 clusters Score -1507165 nChanged 25
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Mstep: Class 1 contains 2831 members 
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	Iteration 108Q: 3 clusters Score -1507167 nChanged 28
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Mstep: Class 1 contains 2805 members 
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	Iteration 109Q: 3 clusters Score -1507175 nChanged 30
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Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11055 members 
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	Iteration 110Q: 3 clusters Score -1507175 nChanged 26
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Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11081 members 
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	Iteration 111Q: 3 clusters Score -1507178 nChanged 30
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11111 members 
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	Iteration 112Q: 3 clusters Score -1507190 nChanged 30
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Mstep: Class 1 contains 2691 members 
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	Iteration 113Q: 3 clusters Score -1507192 nChanged 31
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11166 members 
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	Iteration 114Q: 3 clusters Score -1507198 nChanged 31
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Mstep: Class 1 contains 2633 members 
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	Iteration 115Q: 3 clusters Score -1507200 nChanged 27
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Mstep: Class 1 contains 2606 members 
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	Iteration 116Q: 3 clusters Score -1507204 nChanged 41
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Mstep: Class 1 contains 2565 members 
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	Iteration 117Q: 3 clusters Score -1507213 nChanged 58
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Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11323 members 
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	Iteration 118Q: 3 clusters Score -1507225 nChanged 59
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Mstep: Class 1 contains 2448 members 
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	Iteration 119Q: 3 clusters Score -1507242 nChanged 60
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Mstep: Class 1 contains 2392 members 
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	Iteration 120F: 3 clusters Score -1507255 nChanged 56
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Mstep: Class 1 contains 2338 members 
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	Iteration 121Q: 3 clusters Score -1507269 nChanged 65
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Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11553 members 
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	Iteration 122Q: 3 clusters Score -1507286 nChanged 49
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Mstep: Class 1 contains 2234 members 
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	Iteration 123Q: 3 clusters Score -1507294 nChanged 32
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11628 members 
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	Iteration 124Q: 3 clusters Score -1507304 nChanged 31
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11659 members 
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	Iteration 125Q: 3 clusters Score -1507306 nChanged 25
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Mstep: Class 1 contains 2150 members 
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	Iteration 126Q: 3 clusters Score -1507312 nChanged 12
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Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11690 members 
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	Iteration 127Q: 3 clusters Score -1507312 nChanged 14
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Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11704 members 
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	Iteration 128Q: 3 clusters Score -1507315 nChanged 12
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Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11716 members 
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	Iteration 129Q: 3 clusters Score -1507318 nChanged 18
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Mstep: Class 1 contains 2096 members 
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	Iteration 130Q: 3 clusters Score -1507322 nChanged 27
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Mstep: Class 1 contains 2069 members 
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	Iteration 131Q: 3 clusters Score -1507326 nChanged 21
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Mstep: Class 1 contains 2048 members 
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	Iteration 132Q: 3 clusters Score -1507331 nChanged 22
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Mstep: Class 1 contains 2026 members 
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	Iteration 133Q: 3 clusters Score -1507334 nChanged 19
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	Iteration 134Q: 3 clusters Score -1507339 nChanged 23
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Mstep: Class 1 contains 1984 members 
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	Iteration 135Q: 3 clusters Score -1507341 nChanged 16
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	Iteration 136Q: 3 clusters Score -1507349 nChanged 14
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	Iteration 137Q: 3 clusters Score -1507350 nChanged 18
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	Iteration 138Q: 3 clusters Score -1507353 nChanged 15
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Mstep: Class 1 contains 1927 members 
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	Iteration 139Q: 3 clusters Score -1507354 nChanged 15
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Mstep: Class 1 contains 1914 members 
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	Iteration 140F: 3 clusters Score -1507353 nChanged 11
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Mstep: Class 1 contains 1903 members 
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	Iteration 141Q: 3 clusters Score -1507355 nChanged 9
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Mstep: Class 2 contains 11936 members 
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	Iteration 142Q: 3 clusters Score -1507357 nChanged 5
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Mstep: Class 1 contains 1889 members 
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	Iteration 143Q: 3 clusters Score -1507356 nChanged 5
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Mstep: Class 1 contains 1884 members 
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	Iteration 144Q: 3 clusters Score -1507358 nChanged 6
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Mstep: Class 1 contains 1878 members 
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	Iteration 145Q: 3 clusters Score -1507357 nChanged 5
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Mstep: Class 1 contains 1873 members 
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	Iteration 146Q: 3 clusters Score -1507359 nChanged 7
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Mstep: Class 1 contains 1866 members 
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	Iteration 147Q: 3 clusters Score -1507362 nChanged 9
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Mstep: Class 1 contains 1857 members 
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	Iteration 148Q: 3 clusters Score -1507363 nChanged 13
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	Iteration 149Q: 3 clusters Score -1507368 nChanged 13
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1507370 nChanged 18
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1507371 nChanged 21
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1507377 nChanged 13
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	Iteration 153Q: 3 clusters Score -1507376 nChanged 7
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	Iteration 154Q: 3 clusters Score -1507377 nChanged 10
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Mstep: Class 2 contains 12064 members 
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	Iteration 155Q: 3 clusters Score -1507378 nChanged 8
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Mstep: Class 2 contains 12072 members 
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	Iteration 156Q: 3 clusters Score -1507378 nChanged 6
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Mstep: Class 2 contains 12078 members 
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	Iteration 157Q: 3 clusters Score -1507378 nChanged 5
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	Iteration 158Q: 3 clusters Score -1507378 nChanged 6
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	Iteration 159Q: 3 clusters Score -1507378 nChanged 5
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Mstep: Class 2 contains 12094 members 
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	Iteration 160F: 3 clusters Score -1507382 nChanged 5
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	Iteration 161Q: 3 clusters Score -1507380 nChanged 7
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	Iteration 162Q: 3 clusters Score -1507381 nChanged 6
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Mstep: Class 2 contains 12112 members 
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	Iteration 163Q: 3 clusters Score -1507383 nChanged 6
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Mstep: Class 1 contains 1712 members 
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	Iteration 164Q: 3 clusters Score -1507384 nChanged 8
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Mstep: Class 1 contains 1704 members 
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	Iteration 165Q: 3 clusters Score -1507389 nChanged 7
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Mstep: Class 1 contains 1697 members 
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	Iteration 166Q: 3 clusters Score -1507392 nChanged 7
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Mstep: Class 1 contains 1690 members 
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	Iteration 167Q: 3 clusters Score -1507393 nChanged 8
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	Iteration 168Q: 3 clusters Score -1507394 nChanged 6
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	Iteration 169Q: 3 clusters Score -1507393 nChanged 2
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	Iteration 170Q: 3 clusters Score -1507394 nChanged 4
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Mstep: Class 1 contains 1672 members 
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	Iteration 171Q: 3 clusters Score -1507390 nChanged 5
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Mstep: Class 1 contains 1667 members 
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	Iteration 172Q: 3 clusters Score -1507393 nChanged 4
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	Iteration 173Q: 3 clusters Score -1507392 nChanged 4
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	Iteration 174Q: 3 clusters Score -1507396 nChanged 2
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	Iteration 175Q: 3 clusters Score -1507397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1507396.375000 Penalty: 3098.743652
	Iteration 176Q: 3 clusters Score -1507396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1507396.375000 Penalty: 3098.743652
	Iteration 177F: 3 clusters Score -1507396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Entering Unmasked Estep 
Score: -5998049.000000 Penalty: 1780.455444
	Iteration 0F: 2 clusters Score -5998049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5959603.000000 Penalty: 3560.910889
	Iteration 0F: 3 clusters Score -5959603 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -5974817.500000 Penalty: 3560.910889
	Iteration 1F: 3 clusters Score -5974818 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -5975195.500000 Penalty: 3560.910889
	Iteration 2Q: 3 clusters Score -5975196 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5975599.000000 Penalty: 3560.910889
	Iteration 3Q: 3 clusters Score -5975599 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -5975994.500000 Penalty: 3560.910889
	Iteration 4Q: 3 clusters Score -5975994 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5976401.500000 Penalty: 3560.910889
	Iteration 5Q: 3 clusters Score -5976402 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5976904.500000 Penalty: 3560.910889
	Iteration 6Q: 3 clusters Score -5976904 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5977419.000000 Penalty: 3560.910889
	Iteration 7Q: 3 clusters Score -5977419 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5978074.500000 Penalty: 3560.910889
	Iteration 8Q: 3 clusters Score -5978074 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5978933.000000 Penalty: 3560.910889
	Iteration 9Q: 3 clusters Score -5978933 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5980143.500000 Penalty: 3560.910889
	Iteration 10Q: 3 clusters Score -5980144 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5981939.000000 Penalty: 3560.910889
	Iteration 11Q: 3 clusters Score -5981939 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5984521.500000 Penalty: 3560.910889
	Iteration 12F: 3 clusters Score -5984522 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -5987839.500000 Penalty: 3560.910889
	Iteration 13F: 3 clusters Score -5987840 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5991149.000000 Penalty: 3560.910889
	Iteration 14F: 3 clusters Score -5991149 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5993513.000000 Penalty: 3560.910889
	Iteration 15Q: 3 clusters Score -5993513 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5994947.000000 Penalty: 3560.910889
	Iteration 16Q: 3 clusters Score -5994947 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -5995770.500000 Penalty: 3560.910889
	Iteration 17Q: 3 clusters Score -5995770 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -5996298.500000 Penalty: 3560.910889
	Iteration 18Q: 3 clusters Score -5996298 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5996551.500000 Penalty: 3560.910889
	Iteration 19Q: 3 clusters Score -5996552 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5996701.000000 Penalty: 3560.910889
	Iteration 20F: 3 clusters Score -5996701 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -5996798.000000 Penalty: 3560.910889
	Iteration 21Q: 3 clusters Score -5996798 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5996888.000000 Penalty: 3560.910889
	Iteration 22Q: 3 clusters Score -5996888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5996956.000000 Penalty: 3560.910889
	Iteration 23Q: 3 clusters Score -5996956 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5997013.500000 Penalty: 3560.910889
	Iteration 24Q: 3 clusters Score -5997014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5997040.500000 Penalty: 3560.910889
	Iteration 25Q: 3 clusters Score -5997040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5997061.500000 Penalty: 3560.910889
	Iteration 26Q: 3 clusters Score -5997062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5997072.000000 Penalty: 3560.910889
	Iteration 27Q: 3 clusters Score -5997072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5997074.000000 Penalty: 3560.910889
	Iteration 28Q: 3 clusters Score -5997074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5997091.000000 Penalty: 3560.910889
	Iteration 29Q: 3 clusters Score -5997091 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5997099.500000 Penalty: 3560.910889
	Iteration 30Q: 3 clusters Score -5997100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5997107.500000 Penalty: 3560.910889
	Iteration 31Q: 3 clusters Score -5997108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5997125.000000 Penalty: 3560.910889
	Iteration 32Q: 3 clusters Score -5997125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5997128.000000 Penalty: 3560.910889
	Iteration 33Q: 3 clusters Score -5997128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5997140.000000 Penalty: 3560.910889
	Iteration 34Q: 3 clusters Score -5997140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5997135.000000 Penalty: 3560.910889
	Iteration 35Q: 3 clusters Score -5997135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5997132.000000 Penalty: 3560.910889
	Iteration 36Q: 3 clusters Score -5997132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5997137.500000 Penalty: 3560.910889
	Iteration 37Q: 3 clusters Score -5997138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5997143.000000 Penalty: 3560.910889
	Iteration 38Q: 3 clusters Score -5997143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5997144.500000 Penalty: 3560.910889
	Iteration 39Q: 3 clusters Score -5997144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5997145.500000 Penalty: 3560.910889
	Iteration 40F: 3 clusters Score -5997146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5997144.000000 Penalty: 3560.910889
	Iteration 41Q: 3 clusters Score -5997144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5997138.000000 Penalty: 3560.910889
	Iteration 42Q: 3 clusters Score -5997138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5997134.500000 Penalty: 3560.910889
	Iteration 43Q: 3 clusters Score -5997134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5997133.000000 Penalty: 3560.910889
	Iteration 44Q: 3 clusters Score -5997133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5997133.500000 Penalty: 3560.910889
	Iteration 45Q: 3 clusters Score -5997134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5997138.500000 Penalty: 3560.910889
	Iteration 46Q: 3 clusters Score -5997138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5997131.000000 Penalty: 3560.910889
	Iteration 47Q: 3 clusters Score -5997131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5997134.000000 Penalty: 3560.910889
	Iteration 48Q: 3 clusters Score -5997134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5997141.500000 Penalty: 3560.910889
	Iteration 49Q: 3 clusters Score -5997142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5997139.000000 Penalty: 3560.910889
	Iteration 50Q: 3 clusters Score -5997139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5997139.000000 Penalty: 3560.910889
	Iteration 51F: 3 clusters Score -5997139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -819648.687500 Penalty: 1459.339355
	Iteration 0F: 2 clusters Score -819648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -813753.062500 Penalty: 2918.678711
	Iteration 0F: 3 clusters Score -813753.1 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -815514.187500 Penalty: 2918.678711
	Iteration 1F: 3 clusters Score -815514.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -815813.687500 Penalty: 2918.678711
	Iteration 2F: 3 clusters Score -815813.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -816078.937500 Penalty: 2918.678711
	Iteration 3F: 3 clusters Score -816078.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -816355.937500 Penalty: 2918.678711
	Iteration 4F: 3 clusters Score -816355.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -816699.625000 Penalty: 2918.678711
	Iteration 5F: 3 clusters Score -816699.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -817047.937500 Penalty: 2918.678711
	Iteration 6F: 3 clusters Score -817047.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -817397.250000 Penalty: 2918.678711
	Iteration 7F: 3 clusters Score -817397.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -817710.062500 Penalty: 2918.678711
	Iteration 8F: 3 clusters Score -817710.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -817954.250000 Penalty: 2918.678711
	Iteration 9Q: 3 clusters Score -817954.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -818151.687500 Penalty: 2918.678711
	Iteration 10Q: 3 clusters Score -818151.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -818293.875000 Penalty: 2918.678711
	Iteration 11Q: 3 clusters Score -818293.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -818405.312500 Penalty: 2918.678711
	Iteration 12Q: 3 clusters Score -818405.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -818499.500000 Penalty: 2918.678711
	Iteration 13Q: 3 clusters Score -818499.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -818569.187500 Penalty: 2918.678711
	Iteration 14Q: 3 clusters Score -818569.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -818637.125000 Penalty: 2918.678711
	Iteration 15Q: 3 clusters Score -818637.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -818683.937500 Penalty: 2918.678711
	Iteration 16Q: 3 clusters Score -818683.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -818717.125000 Penalty: 2918.678711
	Iteration 17Q: 3 clusters Score -818717.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -818734.312500 Penalty: 2918.678711
	Iteration 18Q: 3 clusters Score -818734.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -818753.250000 Penalty: 2918.678711
	Iteration 19Q: 3 clusters Score -818753.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -818763.937500 Penalty: 2918.678711
	Iteration 20F: 3 clusters Score -818763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -818773.687500 Penalty: 2918.678711
	Iteration 21Q: 3 clusters Score -818773.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -818777.687500 Penalty: 2918.678711
	Iteration 22Q: 3 clusters Score -818777.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -818783.312500 Penalty: 2918.678711
	Iteration 23Q: 3 clusters Score -818783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -818783.812500 Penalty: 2918.678711
	Iteration 24Q: 3 clusters Score -818783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -818786.500000 Penalty: 2918.678711
	Iteration 25Q: 3 clusters Score -818786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -818790.250000 Penalty: 2918.678711
	Iteration 26Q: 3 clusters Score -818790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -818789.000000 Penalty: 2918.678711
	Iteration 27Q: 3 clusters Score -818789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -818789.750000 Penalty: 2918.678711
	Iteration 28Q: 3 clusters Score -818789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -818790.187500 Penalty: 2918.678711
	Iteration 29Q: 3 clusters Score -818790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -818790.062500 Penalty: 2918.678711
	Iteration 30Q: 3 clusters Score -818790.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -818791.187500 Penalty: 2918.678711
	Iteration 31Q: 3 clusters Score -818791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -818792.375000 Penalty: 2918.678711
	Iteration 32Q: 3 clusters Score -818792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -818792.937500 Penalty: 2918.678711
	Iteration 33Q: 3 clusters Score -818792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -818794.125000 Penalty: 2918.678711
	Iteration 34Q: 3 clusters Score -818794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -818793.312500 Penalty: 2918.678711
	Iteration 35Q: 3 clusters Score -818793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -818793.812500 Penalty: 2918.678711
	Iteration 36Q: 3 clusters Score -818793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -818794.125000 Penalty: 2918.678711
	Iteration 37Q: 3 clusters Score -818794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -818799.062500 Penalty: 2918.678711
	Iteration 38Q: 3 clusters Score -818799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -818798.500000 Penalty: 2918.678711
	Iteration 39Q: 3 clusters Score -818798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -818801.062500 Penalty: 2918.678711
	Iteration 40F: 3 clusters Score -818801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -818799.500000 Penalty: 2918.678711
	Iteration 41Q: 3 clusters Score -818799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -818801.437500 Penalty: 2918.678711
	Iteration 42Q: 3 clusters Score -818801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -818801.437500 Penalty: 2918.678711
	Iteration 43F: 3 clusters Score -818801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16921.128906 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16921.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17053.169922 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17053.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17070.273438 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -17070.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17082.181641 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17082.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17085.533203 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17085.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17085.533203 Penalty: 1734.699951
	Iteration 5F: 3 clusters Score -17085.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -402190.218750 Penalty: 1352.940918
	Iteration 0F: 2 clusters Score -402190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -398738.781250 Penalty: 2705.881836
	Iteration 0F: 3 clusters Score -398738.8 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -399779.125000 Penalty: 2705.881836
	Iteration 1F: 3 clusters Score -399779.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -400044.406250 Penalty: 2705.881836
	Iteration 2F: 3 clusters Score -400044.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400272.187500 Penalty: 2705.881836
	Iteration 3F: 3 clusters Score -400272.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -400451.593750 Penalty: 2705.881836
	Iteration 4F: 3 clusters Score -400451.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -400575.781250 Penalty: 2705.881836
	Iteration 5Q: 3 clusters Score -400575.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -400692.062500 Penalty: 2705.881836
	Iteration 6Q: 3 clusters Score -400692.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -400787.000000 Penalty: 2705.881836
	Iteration 7Q: 3 clusters Score -400787 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -400861.875000 Penalty: 2705.881836
	Iteration 8Q: 3 clusters Score -400861.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -400933.875000 Penalty: 2705.881836
	Iteration 9Q: 3 clusters Score -400933.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -400978.281250 Penalty: 2705.881836
	Iteration 10Q: 3 clusters Score -400978.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -401007.375000 Penalty: 2705.881836
	Iteration 11Q: 3 clusters Score -401007.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -401027.093750 Penalty: 2705.881836
	Iteration 12Q: 3 clusters Score -401027.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -401037.906250 Penalty: 2705.881836
	Iteration 13Q: 3 clusters Score -401037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -401047.656250 Penalty: 2705.881836
	Iteration 14Q: 3 clusters Score -401047.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -401056.281250 Penalty: 2705.881836
	Iteration 15Q: 3 clusters Score -401056.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -401064.843750 Penalty: 2705.881836
	Iteration 16Q: 3 clusters Score -401064.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -401072.906250 Penalty: 2705.881836
	Iteration 17Q: 3 clusters Score -401072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -401082.125000 Penalty: 2705.881836
	Iteration 18Q: 3 clusters Score -401082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -401088.531250 Penalty: 2705.881836
	Iteration 19Q: 3 clusters Score -401088.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -401098.062500 Penalty: 2705.881836
	Iteration 20F: 3 clusters Score -401098.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -401107.562500 Penalty: 2705.881836
	Iteration 21Q: 3 clusters Score -401107.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -401116.312500 Penalty: 2705.881836
	Iteration 22Q: 3 clusters Score -401116.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -401123.187500 Penalty: 2705.881836
	Iteration 23Q: 3 clusters Score -401123.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -401128.562500 Penalty: 2705.881836
	Iteration 24Q: 3 clusters Score -401128.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -401131.968750 Penalty: 2705.881836
	Iteration 25Q: 3 clusters Score -401132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -401136.750000 Penalty: 2705.881836
	Iteration 26Q: 3 clusters Score -401136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -401140.843750 Penalty: 2705.881836
	Iteration 27Q: 3 clusters Score -401140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -401142.687500 Penalty: 2705.881836
	Iteration 28Q: 3 clusters Score -401142.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -401143.343750 Penalty: 2705.881836
	Iteration 29Q: 3 clusters Score -401143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -401143.343750 Penalty: 2705.881836
	Iteration 30F: 3 clusters Score -401143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Entering Unmasked Estep 
Score: -15906840.000000 Penalty: 1935.700562
	Iteration 0F: 2 clusters Score -1.590684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -15807008.000000 Penalty: 3871.401123
	Iteration 0F: 3 clusters Score -1.580701e+07 nChanged 72167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -15849607.000000 Penalty: 3871.401123
	Iteration 1F: 3 clusters Score -1.584961e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -15851165.000000 Penalty: 3871.401123
	Iteration 2Q: 3 clusters Score -1.585116e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -15853593.000000 Penalty: 3871.401123
	Iteration 3Q: 3 clusters Score -1.585359e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -15857740.000000 Penalty: 3871.401123
	Iteration 4F: 3 clusters Score -1.585774e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -15863903.000000 Penalty: 3871.401123
	Iteration 5F: 3 clusters Score -1.58639e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -15872743.000000 Penalty: 3871.401123
	Iteration 6F: 3 clusters Score -1.587274e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -15883251.000000 Penalty: 3871.401123
	Iteration 7F: 3 clusters Score -1.588325e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -15890963.000000 Penalty: 3871.401123
	Iteration 8F: 3 clusters Score -1.589096e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -15894635.000000 Penalty: 3871.401123
	Iteration 9Q: 3 clusters Score -1.589464e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -15896194.000000 Penalty: 3871.401123
	Iteration 10Q: 3 clusters Score -1.589619e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -15897156.000000 Penalty: 3871.401123
	Iteration 11Q: 3 clusters Score -1.589716e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -15897934.000000 Penalty: 3871.401123
	Iteration 12Q: 3 clusters Score -1.589793e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -15898594.000000 Penalty: 3871.401123
	Iteration 13Q: 3 clusters Score -1.589859e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -15899029.000000 Penalty: 3871.401123
	Iteration 14Q: 3 clusters Score -1.589903e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -15899416.000000 Penalty: 3871.401123
	Iteration 15Q: 3 clusters Score -1.589942e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -15899820.000000 Penalty: 3871.401123
	Iteration 16Q: 3 clusters Score -1.589982e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -15900233.000000 Penalty: 3871.401123
	Iteration 17Q: 3 clusters Score -1.590023e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 121715 members 
Entering Unmasked Estep 
Score: -15900524.000000 Penalty: 3871.401123
	Iteration 18Q: 3 clusters Score -1.590052e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 123166 members 
Entering Unmasked Estep 
Score: -15900856.000000 Penalty: 3871.401123
	Iteration 19Q: 3 clusters Score -1.590086e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -15901165.000000 Penalty: 3871.401123
	Iteration 20F: 3 clusters Score -1.590116e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -15901528.000000 Penalty: 3871.401123
	Iteration 21Q: 3 clusters Score -1.590153e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 127305 members 
Entering Unmasked Estep 
Score: -15901847.000000 Penalty: 3871.401123
	Iteration 22Q: 3 clusters Score -1.590185e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -15902189.000000 Penalty: 3871.401123
	Iteration 23Q: 3 clusters Score -1.590219e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -15902537.000000 Penalty: 3871.401123
	Iteration 24Q: 3 clusters Score -1.590254e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 130921 members 
Entering Unmasked Estep 
Score: -15902771.000000 Penalty: 3871.401123
	Iteration 25Q: 3 clusters Score -1.590277e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -15902964.000000 Penalty: 3871.401123
	Iteration 26Q: 3 clusters Score -1.590296e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -15903165.000000 Penalty: 3871.401123
	Iteration 27Q: 3 clusters Score -1.590316e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 133938 members 
Entering Unmasked Estep 
Score: -15903389.000000 Penalty: 3871.401123
	Iteration 28Q: 3 clusters Score -1.590339e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 134865 members 
Entering Unmasked Estep 
Score: -15903605.000000 Penalty: 3871.401123
	Iteration 29Q: 3 clusters Score -1.59036e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -15903734.000000 Penalty: 3871.401123
	Iteration 30Q: 3 clusters Score -1.590373e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -15903948.000000 Penalty: 3871.401123
	Iteration 31Q: 3 clusters Score -1.590395e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -15904136.000000 Penalty: 3871.401123
	Iteration 32Q: 3 clusters Score -1.590414e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -15904473.000000 Penalty: 3871.401123
	Iteration 33Q: 3 clusters Score -1.590447e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 139125 members 
Entering Unmasked Estep 
Score: -15904616.000000 Penalty: 3871.401123
	Iteration 34Q: 3 clusters Score -1.590462e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -15904815.000000 Penalty: 3871.401123
	Iteration 35Q: 3 clusters Score -1.590482e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -15904881.000000 Penalty: 3871.401123
	Iteration 36Q: 3 clusters Score -1.590488e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -15905006.000000 Penalty: 3871.401123
	Iteration 37Q: 3 clusters Score -1.590501e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -15905063.000000 Penalty: 3871.401123
	Iteration 38Q: 3 clusters Score -1.590506e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -15905203.000000 Penalty: 3871.401123
	Iteration 39Q: 3 clusters Score -1.59052e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -15905370.000000 Penalty: 3871.401123
	Iteration 40F: 3 clusters Score -1.590537e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 143338 members 
Entering Unmasked Estep 
Score: -15905449.000000 Penalty: 3871.401123
	Iteration 41Q: 3 clusters Score -1.590545e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 143752 members 
Entering Unmasked Estep 
Score: -15905544.000000 Penalty: 3871.401123
	Iteration 42Q: 3 clusters Score -1.590554e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 144126 members 
Entering Unmasked Estep 
Score: -15905636.000000 Penalty: 3871.401123
	Iteration 43Q: 3 clusters Score -1.590564e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 144457 members 
Entering Unmasked Estep 
Score: -15905769.000000 Penalty: 3871.401123
	Iteration 44Q: 3 clusters Score -1.590577e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -15905815.000000 Penalty: 3871.401123
	Iteration 45Q: 3 clusters Score -1.590582e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -15905838.000000 Penalty: 3871.401123
	Iteration 46Q: 3 clusters Score -1.590584e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -15905864.000000 Penalty: 3871.401123
	Iteration 47Q: 3 clusters Score -1.590586e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 145390 members 
Entering Unmasked Estep 
Score: -15905884.000000 Penalty: 3871.401123
	Iteration 48Q: 3 clusters Score -1.590588e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 145555 members 
Entering Unmasked Estep 
Score: -15905905.000000 Penalty: 3871.401123
	Iteration 49Q: 3 clusters Score -1.59059e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -15905897.000000 Penalty: 3871.401123
	Iteration 50Q: 3 clusters Score -1.59059e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -15905941.000000 Penalty: 3871.401123
	Iteration 51Q: 3 clusters Score -1.590594e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -15905919.000000 Penalty: 3871.401123
	Iteration 52Q: 3 clusters Score -1.590592e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -15905933.000000 Penalty: 3871.401123
	Iteration 53Q: 3 clusters Score -1.590593e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -15905947.000000 Penalty: 3871.401123
	Iteration 54Q: 3 clusters Score -1.590595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -15905966.000000 Penalty: 3871.401123
	Iteration 55Q: 3 clusters Score -1.590597e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 146211 members 
Entering Unmasked Estep 
Score: -15905936.000000 Penalty: 3871.401123
	Iteration 56Q: 3 clusters Score -1.590594e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 146261 members 
Entering Unmasked Estep 
Score: -15905964.000000 Penalty: 3871.401123
	Iteration 57Q: 3 clusters Score -1.590596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 146308 members 
Entering Unmasked Estep 
Score: -15905955.000000 Penalty: 3871.401123
	Iteration 58Q: 3 clusters Score -1.590596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -15905980.000000 Penalty: 3871.401123
	Iteration 59Q: 3 clusters Score -1.590598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -15905983.000000 Penalty: 3871.401123
	Iteration 60F: 3 clusters Score -1.590598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -15905986.000000 Penalty: 3871.401123
	Iteration 61Q: 3 clusters Score -1.590599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -15905990.000000 Penalty: 3871.401123
	Iteration 62Q: 3 clusters Score -1.590599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -15905990.000000 Penalty: 3871.401123
	Iteration 63Q: 3 clusters Score -1.590599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 146508 members 
Entering Unmasked Estep 
Score: -15905981.000000 Penalty: 3871.401123
	Iteration 64Q: 3 clusters Score -1.590598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -15905973.000000 Penalty: 3871.401123
	Iteration 65Q: 3 clusters Score -1.590597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 146539 members 
Entering Unmasked Estep 
Score: -15905982.000000 Penalty: 3871.401123
	Iteration 66Q: 3 clusters Score -1.590598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 146544 members 
Entering Unmasked Estep 
Score: -15905984.000000 Penalty: 3871.401123
	Iteration 67Q: 3 clusters Score -1.590598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 146547 members 
Entering Unmasked Estep 
Score: -15905973.000000 Penalty: 3871.401123
	Iteration 68Q: 3 clusters Score -1.590597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -15905972.000000 Penalty: 3871.401123
	Iteration 69Q: 3 clusters Score -1.590597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 146560 members 
Entering Unmasked Estep 
Score: -15905979.000000 Penalty: 3871.401123
	Iteration 70Q: 3 clusters Score -1.590598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -15905976.000000 Penalty: 3871.401123
	Iteration 71Q: 3 clusters Score -1.590598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -15905964.000000 Penalty: 3871.401123
	Iteration 72Q: 3 clusters Score -1.590596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -15905962.000000 Penalty: 3871.401123
	Iteration 73Q: 3 clusters Score -1.590596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -15905969.000000 Penalty: 3871.401123
	Iteration 74Q: 3 clusters Score -1.590597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -15905954.000000 Penalty: 3871.401123
	Iteration 75Q: 3 clusters Score -1.590595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -15905960.000000 Penalty: 3871.401123
	Iteration 76Q: 3 clusters Score -1.590596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -15905967.000000 Penalty: 3871.401123
	Iteration 77Q: 3 clusters Score -1.590597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -15905968.000000 Penalty: 3871.401123
	Iteration 78Q: 3 clusters Score -1.590597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 146621 members 
Entering Unmasked Estep 
Score: -15905967.000000 Penalty: 3871.401123
	Iteration 79Q: 3 clusters Score -1.590597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -15905964.000000 Penalty: 3871.401123
	Iteration 80F: 3 clusters Score -1.590596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Entering Unmasked Estep 
Score: -2185790.250000 Penalty: 1608.036133
	Iteration 0F: 2 clusters Score -2185790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2172165.500000 Penalty: 3216.072266
	Iteration 0F: 3 clusters Score -2172166 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2177095.250000 Penalty: 3216.072266
	Iteration 1F: 3 clusters Score -2177095 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2177365.750000 Penalty: 3216.072266
	Iteration 2Q: 3 clusters Score -2177366 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2177631.000000 Penalty: 3216.072266
	Iteration 3Q: 3 clusters Score -2177631 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2177876.250000 Penalty: 3216.072266
	Iteration 4Q: 3 clusters Score -2177876 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2178158.500000 Penalty: 3216.072266
	Iteration 5Q: 3 clusters Score -2178158 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2178527.250000 Penalty: 3216.072266
	Iteration 6Q: 3 clusters Score -2178527 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2179052.500000 Penalty: 3216.072266
	Iteration 7F: 3 clusters Score -2179052 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2179818.250000 Penalty: 3216.072266
	Iteration 8F: 3 clusters Score -2179818 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2180855.500000 Penalty: 3216.072266
	Iteration 9F: 3 clusters Score -2180856 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2182040.250000 Penalty: 3216.072266
	Iteration 10F: 3 clusters Score -2182040 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2183127.750000 Penalty: 3216.072266
	Iteration 11F: 3 clusters Score -2183128 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2183834.500000 Penalty: 3216.072266
	Iteration 12Q: 3 clusters Score -2183834 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2184117.750000 Penalty: 3216.072266
	Iteration 13Q: 3 clusters Score -2184118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2184233.250000 Penalty: 3216.072266
	Iteration 14Q: 3 clusters Score -2184233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2184288.750000 Penalty: 3216.072266
	Iteration 15Q: 3 clusters Score -2184289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2184336.250000 Penalty: 3216.072266
	Iteration 16Q: 3 clusters Score -2184336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2184353.000000 Penalty: 3216.072266
	Iteration 17Q: 3 clusters Score -2184353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2184368.750000 Penalty: 3216.072266
	Iteration 18Q: 3 clusters Score -2184369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2184370.500000 Penalty: 3216.072266
	Iteration 19Q: 3 clusters Score -2184370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2184375.500000 Penalty: 3216.072266
	Iteration 20F: 3 clusters Score -2184376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2184377.750000 Penalty: 3216.072266
	Iteration 21Q: 3 clusters Score -2184378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2184377.750000 Penalty: 3216.072266
	Iteration 22F: 3 clusters Score -2184378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Entering Unmasked Estep 
Score: -16336526.000000 Penalty: 1939.568237
	Iteration 0F: 2 clusters Score -1.633653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -16235401.000000 Penalty: 3879.136475
	Iteration 0F: 3 clusters Score -1.62354e+07 nChanged 73693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -16279034.000000 Penalty: 3879.136475
	Iteration 1F: 3 clusters Score -1.627903e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -16280053.000000 Penalty: 3879.136475
	Iteration 2Q: 3 clusters Score -1.628005e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -16281361.000000 Penalty: 3879.136475
	Iteration 3Q: 3 clusters Score -1.628136e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -16283245.000000 Penalty: 3879.136475
	Iteration 4Q: 3 clusters Score -1.628324e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -16285764.000000 Penalty: 3879.136475
	Iteration 5Q: 3 clusters Score -1.628576e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -16289760.000000 Penalty: 3879.136475
	Iteration 6Q: 3 clusters Score -1.628976e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -16295709.000000 Penalty: 3879.136475
	Iteration 7F: 3 clusters Score -1.629571e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -16303945.000000 Penalty: 3879.136475
	Iteration 8F: 3 clusters Score -1.630394e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -16312526.000000 Penalty: 3879.136475
	Iteration 9F: 3 clusters Score -1.631253e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -16317359.000000 Penalty: 3879.136475
	Iteration 10F: 3 clusters Score -1.631736e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -16319235.000000 Penalty: 3879.136475
	Iteration 11Q: 3 clusters Score -1.631924e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -16320194.000000 Penalty: 3879.136475
	Iteration 12Q: 3 clusters Score -1.632019e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -16320990.000000 Penalty: 3879.136475
	Iteration 13Q: 3 clusters Score -1.632099e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 99792 members 
Entering Unmasked Estep 
Score: -16321807.000000 Penalty: 3879.136475
	Iteration 14Q: 3 clusters Score -1.632181e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -16322410.000000 Penalty: 3879.136475
	Iteration 15Q: 3 clusters Score -1.632241e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -16323053.000000 Penalty: 3879.136475
	Iteration 16Q: 3 clusters Score -1.632305e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 104090 members 
Entering Unmasked Estep 
Score: -16323556.000000 Penalty: 3879.136475
	Iteration 17Q: 3 clusters Score -1.632356e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 105439 members 
Entering Unmasked Estep 
Score: -16324050.000000 Penalty: 3879.136475
	Iteration 18Q: 3 clusters Score -1.632405e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -16324342.000000 Penalty: 3879.136475
	Iteration 19Q: 3 clusters Score -1.632434e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 108054 members 
Entering Unmasked Estep 
Score: -16324702.000000 Penalty: 3879.136475
	Iteration 20F: 3 clusters Score -1.63247e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -16325116.000000 Penalty: 3879.136475
	Iteration 21Q: 3 clusters Score -1.632512e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 110576 members 
Entering Unmasked Estep 
Score: -16325421.000000 Penalty: 3879.136475
	Iteration 22Q: 3 clusters Score -1.632542e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 111815 members 
Entering Unmasked Estep 
Score: -16325708.000000 Penalty: 3879.136475
	Iteration 23Q: 3 clusters Score -1.632571e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 113113 members 
Entering Unmasked Estep 
Score: -16326063.000000 Penalty: 3879.136475
	Iteration 24Q: 3 clusters Score -1.632606e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -16326365.000000 Penalty: 3879.136475
	Iteration 25Q: 3 clusters Score -1.632636e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -16326582.000000 Penalty: 3879.136475
	Iteration 26Q: 3 clusters Score -1.632658e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -16326918.000000 Penalty: 3879.136475
	Iteration 27Q: 3 clusters Score -1.632692e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -16327303.000000 Penalty: 3879.136475
	Iteration 28Q: 3 clusters Score -1.63273e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -16327658.000000 Penalty: 3879.136475
	Iteration 29Q: 3 clusters Score -1.632766e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -16328052.000000 Penalty: 3879.136475
	Iteration 30Q: 3 clusters Score -1.632805e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -16328433.000000 Penalty: 3879.136475
	Iteration 31Q: 3 clusters Score -1.632843e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -16328704.000000 Penalty: 3879.136475
	Iteration 32Q: 3 clusters Score -1.63287e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -16329028.000000 Penalty: 3879.136475
	Iteration 33Q: 3 clusters Score -1.632903e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 126782 members 
Entering Unmasked Estep 
Score: -16329475.000000 Penalty: 3879.136475
	Iteration 34Q: 3 clusters Score -1.632948e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 128119 members 
Entering Unmasked Estep 
Score: -16329892.000000 Penalty: 3879.136475
	Iteration 35Q: 3 clusters Score -1.632989e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -16330271.000000 Penalty: 3879.136475
	Iteration 36Q: 3 clusters Score -1.633027e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -16330725.000000 Penalty: 3879.136475
	Iteration 37Q: 3 clusters Score -1.633072e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -16331091.000000 Penalty: 3879.136475
	Iteration 38Q: 3 clusters Score -1.633109e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -16331424.000000 Penalty: 3879.136475
	Iteration 39Q: 3 clusters Score -1.633142e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -16331839.000000 Penalty: 3879.136475
	Iteration 40F: 3 clusters Score -1.633184e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -16332168.000000 Penalty: 3879.136475
	Iteration 41Q: 3 clusters Score -1.633217e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -16332507.000000 Penalty: 3879.136475
	Iteration 42Q: 3 clusters Score -1.633251e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
Score: -16332784.000000 Penalty: 3879.136475
	Iteration 43Q: 3 clusters Score -1.633278e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 139120 members 
Entering Unmasked Estep 
Score: -16333142.000000 Penalty: 3879.136475
	Iteration 44Q: 3 clusters Score -1.633314e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -16333373.000000 Penalty: 3879.136475
	Iteration 45Q: 3 clusters Score -1.633337e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -16333568.000000 Penalty: 3879.136475
	Iteration 46Q: 3 clusters Score -1.633357e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 141953 members 
Entering Unmasked Estep 
Score: -16333853.000000 Penalty: 3879.136475
	Iteration 47Q: 3 clusters Score -1.633385e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 142763 members 
Entering Unmasked Estep 
Score: -16334033.000000 Penalty: 3879.136475
	Iteration 48Q: 3 clusters Score -1.633403e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -16334201.000000 Penalty: 3879.136475
	Iteration 49Q: 3 clusters Score -1.63342e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 144170 members 
Entering Unmasked Estep 
Score: -16334356.000000 Penalty: 3879.136475
	Iteration 50Q: 3 clusters Score -1.633436e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -16334461.000000 Penalty: 3879.136475
	Iteration 51Q: 3 clusters Score -1.633446e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 145416 members 
Entering Unmasked Estep 
Score: -16334579.000000 Penalty: 3879.136475
	Iteration 52Q: 3 clusters Score -1.633458e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -16334730.000000 Penalty: 3879.136475
	Iteration 53Q: 3 clusters Score -1.633473e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 146558 members 
Entering Unmasked Estep 
Score: -16334873.000000 Penalty: 3879.136475
	Iteration 54Q: 3 clusters Score -1.633487e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -16334982.000000 Penalty: 3879.136475
	Iteration 55Q: 3 clusters Score -1.633498e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 147558 members 
Entering Unmasked Estep 
Score: -16335114.000000 Penalty: 3879.136475
	Iteration 56Q: 3 clusters Score -1.633511e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 147981 members 
Entering Unmasked Estep 
Score: -16335198.000000 Penalty: 3879.136475
	Iteration 57Q: 3 clusters Score -1.63352e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -16335247.000000 Penalty: 3879.136475
	Iteration 58Q: 3 clusters Score -1.633525e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -16335330.000000 Penalty: 3879.136475
	Iteration 59Q: 3 clusters Score -1.633533e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -16335366.000000 Penalty: 3879.136475
	Iteration 60F: 3 clusters Score -1.633537e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -16335389.000000 Penalty: 3879.136475
	Iteration 61Q: 3 clusters Score -1.633539e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -16335440.000000 Penalty: 3879.136475
	Iteration 62Q: 3 clusters Score -1.633544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 149614 members 
Entering Unmasked Estep 
Score: -16335468.000000 Penalty: 3879.136475
	Iteration 63Q: 3 clusters Score -1.633547e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 149796 members 
Entering Unmasked Estep 
Score: -16335457.000000 Penalty: 3879.136475
	Iteration 64Q: 3 clusters Score -1.633546e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -16335532.000000 Penalty: 3879.136475
	Iteration 65Q: 3 clusters Score -1.633553e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -16335552.000000 Penalty: 3879.136475
	Iteration 66Q: 3 clusters Score -1.633555e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -16335570.000000 Penalty: 3879.136475
	Iteration 67Q: 3 clusters Score -1.633557e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -16335556.000000 Penalty: 3879.136475
	Iteration 68Q: 3 clusters Score -1.633556e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -16335533.000000 Penalty: 3879.136475
	Iteration 69Q: 3 clusters Score -1.633553e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -16335568.000000 Penalty: 3879.136475
	Iteration 70Q: 3 clusters Score -1.633557e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 150592 members 
Entering Unmasked Estep 
Score: -16335576.000000 Penalty: 3879.136475
	Iteration 71Q: 3 clusters Score -1.633558e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -16335584.000000 Penalty: 3879.136475
	Iteration 72Q: 3 clusters Score -1.633558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -16335580.000000 Penalty: 3879.136475
	Iteration 73Q: 3 clusters Score -1.633558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 150753 members 
Entering Unmasked Estep 
Score: -16335574.000000 Penalty: 3879.136475
	Iteration 74Q: 3 clusters Score -1.633557e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 150793 members 
Entering Unmasked Estep 
Score: -16335580.000000 Penalty: 3879.136475
	Iteration 75Q: 3 clusters Score -1.633558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -16335572.000000 Penalty: 3879.136475
	Iteration 76Q: 3 clusters Score -1.633557e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -16335567.000000 Penalty: 3879.136475
	Iteration 77Q: 3 clusters Score -1.633557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 150901 members 
Entering Unmasked Estep 
Score: -16335580.000000 Penalty: 3879.136475
	Iteration 78Q: 3 clusters Score -1.633558e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -16335587.000000 Penalty: 3879.136475
	Iteration 79Q: 3 clusters Score -1.633559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -16335564.000000 Penalty: 3879.136475
	Iteration 80F: 3 clusters Score -1.633556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 150974 members 
Entering Unmasked Estep 
Score: -16335564.000000 Penalty: 3879.136475
	Iteration 81Q: 3 clusters Score -1.633556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 150987 members 
Entering Unmasked Estep 
Score: -16335570.000000 Penalty: 3879.136475
	Iteration 82Q: 3 clusters Score -1.633557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 151001 members 
Entering Unmasked Estep 
Score: -16335557.000000 Penalty: 3879.136475
	Iteration 83Q: 3 clusters Score -1.633556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -16335548.000000 Penalty: 3879.136475
	Iteration 84Q: 3 clusters Score -1.633555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -16335541.000000 Penalty: 3879.136475
	Iteration 85Q: 3 clusters Score -1.633554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -16335540.000000 Penalty: 3879.136475
	Iteration 86Q: 3 clusters Score -1.633554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 151078 members 
Entering Unmasked Estep 
Score: -16335533.000000 Penalty: 3879.136475
	Iteration 87Q: 3 clusters Score -1.633553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16335546.000000 Penalty: 3879.136475
	Iteration 88Q: 3 clusters Score -1.633555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 151120 members 
Entering Unmasked Estep 
Score: -16335541.000000 Penalty: 3879.136475
	Iteration 89Q: 3 clusters Score -1.633554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -16335557.000000 Penalty: 3879.136475
	Iteration 90Q: 3 clusters Score -1.633556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -16335574.000000 Penalty: 3879.136475
	Iteration 91Q: 3 clusters Score -1.633557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -16335569.000000 Penalty: 3879.136475
	Iteration 92Q: 3 clusters Score -1.633557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 151167 members 
Entering Unmasked Estep 
Score: -16335560.000000 Penalty: 3879.136475
	Iteration 93Q: 3 clusters Score -1.633556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -16335572.000000 Penalty: 3879.136475
	Iteration 94Q: 3 clusters Score -1.633557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -16335572.000000 Penalty: 3879.136475
	Iteration 95Q: 3 clusters Score -1.633557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 151174 members 
Entering Unmasked Estep 
Score: -16335571.000000 Penalty: 3879.136475
	Iteration 96Q: 3 clusters Score -1.633557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 151174 members 
Entering Unmasked Estep 
Score: -16335571.000000 Penalty: 3879.136475
	Iteration 97F: 3 clusters Score -1.633557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151083 members 
Mstep: Class 5 contains 34315 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147646 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149045 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 152635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 399Q: 21 clusters Score -8.448126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151080 members 
Mstep: Class 5 contains 34312 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147646 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149048 members 
Mstep: Class 22 contains 19841 members 
Mstep: Class 23 contains 152644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 400F: 21 clusters Score -8.448125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151077 members 
Mstep: Class 5 contains 34306 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147643 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12790 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149045 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 152649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 401Q: 21 clusters Score -8.448126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151074 members 
Mstep: Class 5 contains 34304 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147642 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57334 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149044 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 152653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 44211.253906
Iteration 402Q: 21 clusters Score -8.448119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151071 members 
Mstep: Class 5 contains 34303 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147636 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57335 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149049 members 
Mstep: Class 22 contains 19843 members 
Mstep: Class 23 contains 152656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481208.000000 Penalty: 44211.253906
Iteration 403Q: 21 clusters Score -8.448121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151069 members 
Mstep: Class 5 contains 34302 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147631 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57335 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149060 members 
Mstep: Class 22 contains 19837 members 
Mstep: Class 23 contains 152658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 404Q: 21 clusters Score -8.448123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151065 members 
Mstep: Class 5 contains 34301 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147626 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12794 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57337 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149067 members 
Mstep: Class 22 contains 19830 members 
Mstep: Class 23 contains 152661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 405Q: 21 clusters Score -8.448125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151057 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147621 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149072 members 
Mstep: Class 22 contains 19825 members 
Mstep: Class 23 contains 152667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481216.000000 Penalty: 44211.253906
Iteration 406Q: 21 clusters Score -8.448122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151052 members 
Mstep: Class 5 contains 34296 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147613 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12801 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149078 members 
Mstep: Class 22 contains 19828 members 
Mstep: Class 23 contains 152670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 407Q: 21 clusters Score -8.448124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151052 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147608 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12805 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149085 members 
Mstep: Class 22 contains 19824 members 
Mstep: Class 23 contains 152667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 408Q: 21 clusters Score -8.448126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151049 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147602 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 14 contains 13832 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149090 members 
Mstep: Class 22 contains 19820 members 
Mstep: Class 23 contains 152671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 409Q: 21 clusters Score -8.448114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151052 members 
Mstep: Class 5 contains 34291 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147595 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149093 members 
Mstep: Class 22 contains 19815 members 
Mstep: Class 23 contains 152675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 44211.253906
Iteration 410Q: 21 clusters Score -8.448117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151049 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147593 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13829 members 
Mstep: Class 15 contains 57338 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149100 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 152680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 411Q: 21 clusters Score -8.448124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151047 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147586 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 13827 members 
Mstep: Class 15 contains 57339 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149108 members 
Mstep: Class 22 contains 19808 members 
Mstep: Class 23 contains 152686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481224.000000 Penalty: 44211.253906
Iteration 412Q: 21 clusters Score -8.448122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151042 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147583 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12807 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57341 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149114 members 
Mstep: Class 22 contains 19808 members 
Mstep: Class 23 contains 152689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481184.000000 Penalty: 44211.253906
Iteration 413Q: 21 clusters Score -8.448118e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151041 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147578 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57342 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149116 members 
Mstep: Class 22 contains 19811 members 
Mstep: Class 23 contains 152692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 414Q: 21 clusters Score -8.448125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151041 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147574 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13819 members 
Mstep: Class 15 contains 57343 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149117 members 
Mstep: Class 22 contains 19811 members 
Mstep: Class 23 contains 152696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 415Q: 21 clusters Score -8.448125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 151046 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147567 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 57343 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149121 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 152697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 416Q: 21 clusters Score -8.448126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151047 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147571 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13817 members 
Mstep: Class 15 contains 57342 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149122 members 
Mstep: Class 22 contains 19806 members 
Mstep: Class 23 contains 152700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 417Q: 21 clusters Score -8.448128e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151046 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147580 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57341 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149122 members 
Mstep: Class 22 contains 19796 members 
Mstep: Class 23 contains 152706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 418Q: 21 clusters Score -8.448125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151046 members 
Mstep: Class 5 contains 34291 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147586 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57342 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149122 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 23 contains 152704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 419Q: 21 clusters Score -8.448128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151047 members 
Mstep: Class 5 contains 34292 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147587 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57341 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149123 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 152701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481248.000000 Penalty: 44211.253906
Iteration 420F: 21 clusters Score -8.448125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151044 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147587 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57342 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149126 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 152699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 421Q: 21 clusters Score -8.448124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151040 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147599 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57344 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149124 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 152694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 422Q: 21 clusters Score -8.448126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151032 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147600 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57345 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149128 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 152697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481240.000000 Penalty: 44211.253906
Iteration 423Q: 21 clusters Score -8.448124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 151024 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147606 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57347 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149127 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 152701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 44211.253906
Iteration 424Q: 21 clusters Score -8.448117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 151022 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147605 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57346 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149127 members 
Mstep: Class 22 contains 19783 members 
Mstep: Class 23 contains 152705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 425Q: 21 clusters Score -8.448116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151018 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147606 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13817 members 
Mstep: Class 15 contains 57346 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149121 members 
Mstep: Class 22 contains 19783 members 
Mstep: Class 23 contains 152709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481192.000000 Penalty: 44211.253906
Iteration 426Q: 21 clusters Score -8.448119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151011 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147605 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 13482 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13819 members 
Mstep: Class 15 contains 57346 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149121 members 
Mstep: Class 22 contains 19786 members 
Mstep: Class 23 contains 152710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 427Q: 21 clusters Score -8.448116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151004 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147601 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 13484 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 57348 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149130 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 23 contains 152707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 44211.253906
Iteration 428Q: 21 clusters Score -8.448111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151001 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147602 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149132 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 152704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481136.000000 Penalty: 44211.253906
Iteration 429Q: 21 clusters Score -8.448114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151002 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147600 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57351 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149133 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 23 contains 152704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481072.000000 Penalty: 44211.253906
Iteration 430Q: 21 clusters Score -8.448107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151003 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147604 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149133 members 
Mstep: Class 22 contains 19786 members 
Mstep: Class 23 contains 152701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481072.000000 Penalty: 44211.253906
Iteration 431Q: 21 clusters Score -8.448107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 151001 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147602 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 57351 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149132 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 152699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 44211.253906
Iteration 432Q: 21 clusters Score -8.448111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 150998 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147600 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 57349 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149140 members 
Mstep: Class 22 contains 19787 members 
Mstep: Class 23 contains 152696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 44211.253906
Iteration 433Q: 21 clusters Score -8.448111e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 150996 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147613 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12809 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 57349 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149141 members 
Mstep: Class 22 contains 19784 members 
Mstep: Class 23 contains 152686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481176.000000 Penalty: 44211.253906
Iteration 434Q: 21 clusters Score -8.448118e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 150996 members 
Mstep: Class 5 contains 34285 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147619 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 57349 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149144 members 
Mstep: Class 22 contains 19777 members 
Mstep: Class 23 contains 152675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481152.000000 Penalty: 44211.253906
Iteration 435Q: 21 clusters Score -8.448115e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150998 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147622 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12814 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149149 members 
Mstep: Class 22 contains 19769 members 
Mstep: Class 23 contains 152673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 436Q: 21 clusters Score -8.448114e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150992 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147622 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12817 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57349 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149154 members 
Mstep: Class 22 contains 19765 members 
Mstep: Class 23 contains 152675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481168.000000 Penalty: 44211.253906
Iteration 437Q: 21 clusters Score -8.448117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150980 members 
Mstep: Class 5 contains 34284 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147631 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12821 members 
Mstep: Class 14 contains 13807 members 
Mstep: Class 15 contains 57351 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149163 members 
Mstep: Class 22 contains 19761 members 
Mstep: Class 23 contains 152669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481088.000000 Penalty: 44211.253906
Iteration 438Q: 21 clusters Score -8.448109e+07 nChanged 50
Entering ConstructFrom: 
Score: -84481088.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -994652.187500 Penalty: 1489.504150
	Iteration 0F: 2 clusters Score -994652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -987749.125000 Penalty: 2979.008301
	Iteration 0F: 3 clusters Score -987749.1 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -989945.750000 Penalty: 2979.008301
	Iteration 1F: 3 clusters Score -989945.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -990169.437500 Penalty: 2979.008301
	Iteration 2F: 3 clusters Score -990169.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -990360.625000 Penalty: 2979.008301
	Iteration 3Q: 3 clusters Score -990360.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -990543.000000 Penalty: 2979.008301
	Iteration 4Q: 3 clusters Score -990543 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -990704.312500 Penalty: 2979.008301
	Iteration 5Q: 3 clusters Score -990704.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -990896.625000 Penalty: 2979.008301
	Iteration 6Q: 3 clusters Score -990896.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -991087.812500 Penalty: 2979.008301
	Iteration 7Q: 3 clusters Score -991087.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -991294.875000 Penalty: 2979.008301
	Iteration 8Q: 3 clusters Score -991294.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -991530.000000 Penalty: 2979.008301
	Iteration 9Q: 3 clusters Score -991530 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -991795.500000 Penalty: 2979.008301
	Iteration 10Q: 3 clusters Score -991795.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -992040.937500 Penalty: 2979.008301
	Iteration 11Q: 3 clusters Score -992040.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -992234.750000 Penalty: 2979.008301
	Iteration 12Q: 3 clusters Score -992234.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -992389.500000 Penalty: 2979.008301
	Iteration 13Q: 3 clusters Score -992389.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -992498.437500 Penalty: 2979.008301
	Iteration 14Q: 3 clusters Score -992498.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -992577.062500 Penalty: 2979.008301
	Iteration 15Q: 3 clusters Score -992577.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -992659.812500 Penalty: 2979.008301
	Iteration 16Q: 3 clusters Score -992659.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -992731.000000 Penalty: 2979.008301
	Iteration 17Q: 3 clusters Score -992731 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -992810.312500 Penalty: 2979.008301
	Iteration 18Q: 3 clusters Score -992810.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -992883.062500 Penalty: 2979.008301
	Iteration 19Q: 3 clusters Score -992883.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -992948.937500 Penalty: 2979.008301
	Iteration 20F: 3 clusters Score -992948.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -993011.125000 Penalty: 2979.008301
	Iteration 21Q: 3 clusters Score -993011.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -993068.375000 Penalty: 2979.008301
	Iteration 22Q: 3 clusters Score -993068.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -993113.000000 Penalty: 2979.008301
	Iteration 23Q: 3 clusters Score -993113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -993152.312500 Penalty: 2979.008301
	Iteration 24Q: 3 clusters Score -993152.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -993188.125000 Penalty: 2979.008301
	Iteration 25Q: 3 clusters Score -993188.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -993234.000000 Penalty: 2979.008301
	Iteration 26Q: 3 clusters Score -993234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -993265.000000 Penalty: 2979.008301
	Iteration 27Q: 3 clusters Score -993265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -993291.687500 Penalty: 2979.008301
	Iteration 28Q: 3 clusters Score -993291.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -993308.437500 Penalty: 2979.008301
	Iteration 29Q: 3 clusters Score -993308.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -993326.000000 Penalty: 2979.008301
	Iteration 30Q: 3 clusters Score -993326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -993338.062500 Penalty: 2979.008301
	Iteration 31Q: 3 clusters Score -993338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -993354.125000 Penalty: 2979.008301
	Iteration 32Q: 3 clusters Score -993354.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -993362.312500 Penalty: 2979.008301
	Iteration 33Q: 3 clusters Score -993362.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -993368.375000 Penalty: 2979.008301
	Iteration 34Q: 3 clusters Score -993368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -993369.687500 Penalty: 2979.008301
	Iteration 35Q: 3 clusters Score -993369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -993371.500000 Penalty: 2979.008301
	Iteration 36Q: 3 clusters Score -993371.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -993375.125000 Penalty: 2979.008301
	Iteration 37Q: 3 clusters Score -993375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -993379.250000 Penalty: 2979.008301
	Iteration 38Q: 3 clusters Score -993379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -993380.187500 Penalty: 2979.008301
	Iteration 39Q: 3 clusters Score -993380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -993382.937500 Penalty: 2979.008301
	Iteration 40F: 3 clusters Score -993382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -993383.062500 Penalty: 2979.008301
	Iteration 41Q: 3 clusters Score -993383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -993387.687500 Penalty: 2979.008301
	Iteration 42Q: 3 clusters Score -993387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -993390.062500 Penalty: 2979.008301
	Iteration 43Q: 3 clusters Score -993390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -993391.625000 Penalty: 2979.008301
	Iteration 44Q: 3 clusters Score -993391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -993392.750000 Penalty: 2979.008301
	Iteration 45Q: 3 clusters Score -993392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -993393.000000 Penalty: 2979.008301
	Iteration 46Q: 3 clusters Score -993393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -993394.062500 Penalty: 2979.008301
	Iteration 47Q: 3 clusters Score -993394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -993396.562500 Penalty: 2979.008301
	Iteration 48Q: 3 clusters Score -993396.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -993402.812500 Penalty: 2979.008301
	Iteration 49Q: 3 clusters Score -993402.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -993413.187500 Penalty: 2979.008301
	Iteration 50Q: 3 clusters Score -993413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -993412.625000 Penalty: 2979.008301
	Iteration 51Q: 3 clusters Score -993412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -993417.750000 Penalty: 2979.008301
	Iteration 52Q: 3 clusters Score -993417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -993423.625000 Penalty: 2979.008301
	Iteration 53Q: 3 clusters Score -993423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -993425.187500 Penalty: 2979.008301
	Iteration 54Q: 3 clusters Score -993425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -993429.812500 Penalty: 2979.008301
	Iteration 55Q: 3 clusters Score -993429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -993436.875000 Penalty: 2979.008301
	Iteration 56Q: 3 clusters Score -993436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -993445.812500 Penalty: 2979.008301
	Iteration 57Q: 3 clusters Score -993445.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -993449.937500 Penalty: 2979.008301
	Iteration 58Q: 3 clusters Score -993449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -993454.187500 Penalty: 2979.008301
	Iteration 59Q: 3 clusters Score -993454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -993463.000000 Penalty: 2979.008301
	Iteration 60F: 3 clusters Score -993463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -993465.875000 Penalty: 2979.008301
	Iteration 61Q: 3 clusters Score -993465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -993467.437500 Penalty: 2979.008301
	Iteration 62Q: 3 clusters Score -993467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -993466.625000 Penalty: 2979.008301
	Iteration 63Q: 3 clusters Score -993466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -993467.375000 Penalty: 2979.008301
	Iteration 64Q: 3 clusters Score -993467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -993470.000000 Penalty: 2979.008301
	Iteration 65Q: 3 clusters Score -993470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -993471.937500 Penalty: 2979.008301
	Iteration 66Q: 3 clusters Score -993471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -993471.937500 Penalty: 2979.008301
	Iteration 67F: 3 clusters Score -993471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -248406.484375 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -248406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -246020.687500 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -246020.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -246564.531250 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -246564.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -246715.515625 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -246715.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -246813.703125 Penalty: 2545.533447
	Iteration 3Q: 3 clusters Score -246813.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -246901.796875 Penalty: 2545.533447
	Iteration 4Q: 3 clusters Score -246901.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -246974.203125 Penalty: 2545.533447
	Iteration 5Q: 3 clusters Score -246974.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -247067.656250 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -247067.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -247238.062500 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -247238.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -247464.875000 Penalty: 2545.533447
	Iteration 8F: 3 clusters Score -247464.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -247726.265625 Penalty: 2545.533447
	Iteration 9F: 3 clusters Score -247726.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -247928.968750 Penalty: 2545.533447
	Iteration 10F: 3 clusters Score -247929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -248059.828125 Penalty: 2545.533447
	Iteration 11F: 3 clusters Score -248059.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -248134.859375 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -248134.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -248176.906250 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -248176.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -248203.078125 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -248203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -248216.578125 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -248216.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -248232.203125 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -248232.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -248240.937500 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -248240.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -248254.109375 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -248254.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -248262.250000 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -248262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -248269.312500 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -248269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -248273.703125 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -248273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -248276.671875 Penalty: 2545.533447
	Iteration 22Q: 3 clusters Score -248276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -248278.609375 Penalty: 2545.533447
	Iteration 23Q: 3 clusters Score -248278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -248279.828125 Penalty: 2545.533447
	Iteration 24Q: 3 clusters Score -248279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248279.906250 Penalty: 2545.533447
	Iteration 25Q: 3 clusters Score -248279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248279.906250 Penalty: 2545.533447
	Iteration 26F: 3 clusters Score -248279.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -1401382.625000 Penalty: 1543.911377
	Iteration 0F: 2 clusters Score -1401383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1392050.125000 Penalty: 3087.822754
	Iteration 0F: 3 clusters Score -1392050 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1395332.125000 Penalty: 3087.822754
	Iteration 1F: 3 clusters Score -1395332 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1395921.625000 Penalty: 3087.822754
	Iteration 2F: 3 clusters Score -1395922 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1396547.875000 Penalty: 3087.822754
	Iteration 3F: 3 clusters Score -1396548 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1397161.750000 Penalty: 3087.822754
	Iteration 4F: 3 clusters Score -1397162 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1397702.250000 Penalty: 3087.822754
	Iteration 5F: 3 clusters Score -1397702 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1398139.500000 Penalty: 3087.822754
	Iteration 6F: 3 clusters Score -1398140 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1398471.000000 Penalty: 3087.822754
	Iteration 7Q: 3 clusters Score -1398471 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1398712.500000 Penalty: 3087.822754
	Iteration 8Q: 3 clusters Score -1398712 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1398885.375000 Penalty: 3087.822754
	Iteration 9Q: 3 clusters Score -1398885 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1399020.875000 Penalty: 3087.822754
	Iteration 10Q: 3 clusters Score -1399021 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1399134.250000 Penalty: 3087.822754
	Iteration 11Q: 3 clusters Score -1399134 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1399242.750000 Penalty: 3087.822754
	Iteration 12Q: 3 clusters Score -1399243 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1399343.125000 Penalty: 3087.822754
	Iteration 13Q: 3 clusters Score -1399343 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1399454.375000 Penalty: 3087.822754
	Iteration 14Q: 3 clusters Score -1399454 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1399601.250000 Penalty: 3087.822754
	Iteration 15Q: 3 clusters Score -1399601 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1399756.625000 Penalty: 3087.822754
	Iteration 16Q: 3 clusters Score -1399757 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1399922.375000 Penalty: 3087.822754
	Iteration 17Q: 3 clusters Score -1399922 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1400064.500000 Penalty: 3087.822754
	Iteration 18Q: 3 clusters Score -1400064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1400220.625000 Penalty: 3087.822754
	Iteration 19Q: 3 clusters Score -1400221 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1400336.500000 Penalty: 3087.822754
	Iteration 20F: 3 clusters Score -1400336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1400415.250000 Penalty: 3087.822754
	Iteration 21Q: 3 clusters Score -1400415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1400461.250000 Penalty: 3087.822754
	Iteration 22Q: 3 clusters Score -1400461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1400492.000000 Penalty: 3087.822754
	Iteration 23Q: 3 clusters Score -1400492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1400507.875000 Penalty: 3087.822754
	Iteration 24Q: 3 clusters Score -1400508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1400519.000000 Penalty: 3087.822754
	Iteration 25Q: 3 clusters Score -1400519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1400531.875000 Penalty: 3087.822754
	Iteration 26Q: 3 clusters Score -1400532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1400536.375000 Penalty: 3087.822754
	Iteration 27Q: 3 clusters Score -1400536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1400546.000000 Penalty: 3087.822754
	Iteration 28Q: 3 clusters Score -1400546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1400554.375000 Penalty: 3087.822754
	Iteration 29Q: 3 clusters Score -1400554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1400557.875000 Penalty: 3087.822754
	Iteration 30Q: 3 clusters Score -1400558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1400562.125000 Penalty: 3087.822754
	Iteration 31Q: 3 clusters Score -1400562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1400574.500000 Penalty: 3087.822754
	Iteration 32Q: 3 clusters Score -1400574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1400581.875000 Penalty: 3087.822754
	Iteration 33Q: 3 clusters Score -1400582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1400590.500000 Penalty: 3087.822754
	Iteration 34Q: 3 clusters Score -1400590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1400598.625000 Penalty: 3087.822754
	Iteration 35Q: 3 clusters Score -1400599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1400607.625000 Penalty: 3087.822754
	Iteration 36Q: 3 clusters Score -1400608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1400616.375000 Penalty: 3087.822754
	Iteration 37Q: 3 clusters Score -1400616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1400619.875000 Penalty: 3087.822754
	Iteration 38Q: 3 clusters Score -1400620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1400634.000000 Penalty: 3087.822754
	Iteration 39Q: 3 clusters Score -1400634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1400644.125000 Penalty: 3087.822754
	Iteration 40F: 3 clusters Score -1400644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1400648.750000 Penalty: 3087.822754
	Iteration 41Q: 3 clusters Score -1400649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1400655.875000 Penalty: 3087.822754
	Iteration 42Q: 3 clusters Score -1400656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1400663.875000 Penalty: 3087.822754
	Iteration 43Q: 3 clusters Score -1400664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1400668.875000 Penalty: 3087.822754
	Iteration 44Q: 3 clusters Score -1400669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1400671.250000 Penalty: 3087.822754
	Iteration 45Q: 3 clusters Score -1400671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1400677.750000 Penalty: 3087.822754
	Iteration 46Q: 3 clusters Score -1400678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1400680.625000 Penalty: 3087.822754
	Iteration 47Q: 3 clusters Score -1400681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1400684.750000 Penalty: 3087.822754
	Iteration 48Q: 3 clusters Score -1400685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1400690.250000 Penalty: 3087.822754
	Iteration 49Q: 3 clusters Score -1400690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1400690.625000 Penalty: 3087.822754
	Iteration 50Q: 3 clusters Score -1400691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1400693.375000 Penalty: 3087.822754
	Iteration 51Q: 3 clusters Score -1400693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1400697.500000 Penalty: 3087.822754
	Iteration 52Q: 3 clusters Score -1400698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1400695.125000 Penalty: 3087.822754
	Iteration 53Q: 3 clusters Score -1400695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1400698.625000 Penalty: 3087.822754
	Iteration 54Q: 3 clusters Score -1400699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1400701.375000 Penalty: 3087.822754
	Iteration 55Q: 3 clusters Score -1400701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1400702.875000 Penalty: 3087.822754
	Iteration 56Q: 3 clusters Score -1400703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1400702.000000 Penalty: 3087.822754
	Iteration 57Q: 3 clusters Score -1400702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1400703.625000 Penalty: 3087.822754
	Iteration 58Q: 3 clusters Score -1400704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1400703.375000 Penalty: 3087.822754
	Iteration 59Q: 3 clusters Score -1400703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1400705.875000 Penalty: 3087.822754
	Iteration 60F: 3 clusters Score -1400706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1400707.250000 Penalty: 3087.822754
	Iteration 61Q: 3 clusters Score -1400707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1400709.500000 Penalty: 3087.822754
	Iteration 62Q: 3 clusters Score -1400710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1400710.625000 Penalty: 3087.822754
	Iteration 63Q: 3 clusters Score -1400711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1400711.250000 Penalty: 3087.822754
	Iteration 64Q: 3 clusters Score -1400711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1400714.000000 Penalty: 3087.822754
	Iteration 65Q: 3 clusters Score -1400714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1400713.875000 Penalty: 3087.822754
	Iteration 66Q: 3 clusters Score -1400714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1400715.625000 Penalty: 3087.822754
	Iteration 67Q: 3 clusters Score -1400716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1400716.875000 Penalty: 3087.822754
	Iteration 68Q: 3 clusters Score -1400717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1400715.875000 Penalty: 3087.822754
	Iteration 69Q: 3 clusters Score -1400716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1400715.875000 Penalty: 3087.822754
	Iteration 70F: 3 clusters Score -1400716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (150986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Entering Unmasked Estep 
Score: -16182325.000000 Penalty: 1937.803101
	Iteration 0F: 2 clusters Score -1.618232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -16082034.000000 Penalty: 3875.606201
	Iteration 0F: 3 clusters Score -1.608203e+07 nChanged 72616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -16124708.000000 Penalty: 3875.606201
	Iteration 1F: 3 clusters Score -1.612471e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -16125391.000000 Penalty: 3875.606201
	Iteration 2Q: 3 clusters Score -1.612539e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -16126093.000000 Penalty: 3875.606201
	Iteration 3Q: 3 clusters Score -1.612609e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -16127430.000000 Penalty: 3875.606201
	Iteration 4Q: 3 clusters Score -1.612743e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -16129520.000000 Penalty: 3875.606201
	Iteration 5Q: 3 clusters Score -1.612952e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -16133847.000000 Penalty: 3875.606201
	Iteration 6F: 3 clusters Score -1.613385e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -16142418.000000 Penalty: 3875.606201
	Iteration 7F: 3 clusters Score -1.614242e+07 nChanged 14587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 125439 members 
Entering Unmasked Estep 
Score: -16155328.000000 Penalty: 3875.606201
	Iteration 8F: 3 clusters Score -1.615533e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 139060 members 
Entering Unmasked Estep 
Score: -16169356.000000 Penalty: 3875.606201
	Iteration 9F: 3 clusters Score -1.616936e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -16177233.000000 Penalty: 3875.606201
	Iteration 10F: 3 clusters Score -1.617723e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -16179712.000000 Penalty: 3875.606201
	Iteration 11Q: 3 clusters Score -1.617971e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 150529 members 
Entering Unmasked Estep 
Score: -16180341.000000 Penalty: 3875.606201
	Iteration 12Q: 3 clusters Score -1.618034e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150671 members 
Entering Unmasked Estep 
Score: -16180502.000000 Penalty: 3875.606201
	Iteration 13Q: 3 clusters Score -1.61805e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -16180560.000000 Penalty: 3875.606201
	Iteration 14Q: 3 clusters Score -1.618056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -16180597.000000 Penalty: 3875.606201
	Iteration 15Q: 3 clusters Score -1.61806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -16180610.000000 Penalty: 3875.606201
	Iteration 16Q: 3 clusters Score -1.618061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150759 members 
Entering Unmasked Estep 
Score: -16180655.000000 Penalty: 3875.606201
	Iteration 17Q: 3 clusters Score -1.618066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150757 members 
Entering Unmasked Estep 
Score: -16180657.000000 Penalty: 3875.606201
	Iteration 18Q: 3 clusters Score -1.618066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 150758 members 
Entering Unmasked Estep 
Score: -16180662.000000 Penalty: 3875.606201
	Iteration 19Q: 3 clusters Score -1.618066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -16180661.000000 Penalty: 3875.606201
	Iteration 20F: 3 clusters Score -1.618066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -16180665.000000 Penalty: 3875.606201
	Iteration 21Q: 3 clusters Score -1.618066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -16180665.000000 Penalty: 3875.606201
	Iteration 22F: 3 clusters Score -1.618066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Entering Unmasked Estep 
Score: -3595324.750000 Penalty: 1696.890747
	Iteration 0F: 2 clusters Score -3595325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3572399.750000 Penalty: 3393.781494
	Iteration 0F: 3 clusters Score -3572400 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3581327.500000 Penalty: 3393.781494
	Iteration 1F: 3 clusters Score -3581328 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3581952.750000 Penalty: 3393.781494
	Iteration 2Q: 3 clusters Score -3581953 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3582739.250000 Penalty: 3393.781494
	Iteration 3Q: 3 clusters Score -3582739 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3583776.750000 Penalty: 3393.781494
	Iteration 4F: 3 clusters Score -3583777 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3585167.500000 Penalty: 3393.781494
	Iteration 5F: 3 clusters Score -3585168 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3586961.750000 Penalty: 3393.781494
	Iteration 6F: 3 clusters Score -3586962 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3588998.250000 Penalty: 3393.781494
	Iteration 7F: 3 clusters Score -3588998 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3590746.250000 Penalty: 3393.781494
	Iteration 8F: 3 clusters Score -3590746 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -3592031.250000 Penalty: 3393.781494
	Iteration 9Q: 3 clusters Score -3592031 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3592803.250000 Penalty: 3393.781494
	Iteration 10Q: 3 clusters Score -3592803 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -3593266.750000 Penalty: 3393.781494
	Iteration 11Q: 3 clusters Score -3593267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3593523.500000 Penalty: 3393.781494
	Iteration 12Q: 3 clusters Score -3593524 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3593663.000000 Penalty: 3393.781494
	Iteration 13Q: 3 clusters Score -3593663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3593777.750000 Penalty: 3393.781494
	Iteration 14Q: 3 clusters Score -3593778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3593850.000000 Penalty: 3393.781494
	Iteration 15Q: 3 clusters Score -3593850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3593889.750000 Penalty: 3393.781494
	Iteration 16Q: 3 clusters Score -3593890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3593908.500000 Penalty: 3393.781494
	Iteration 17Q: 3 clusters Score -3593908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -3593926.750000 Penalty: 3393.781494
	Iteration 18Q: 3 clusters Score -3593927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -3593946.500000 Penalty: 3393.781494
	Iteration 19Q: 3 clusters Score -3593946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3593956.000000 Penalty: 3393.781494
	Iteration 20F: 3 clusters Score -3593956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3593970.250000 Penalty: 3393.781494
	Iteration 21Q: 3 clusters Score -3593970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -3593982.000000 Penalty: 3393.781494
	Iteration 22Q: 3 clusters Score -3593982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3593997.000000 Penalty: 3393.781494
	Iteration 23Q: 3 clusters Score -3593997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3594006.750000 Penalty: 3393.781494
	Iteration 24Q: 3 clusters Score -3594007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3594011.000000 Penalty: 3393.781494
	Iteration 25Q: 3 clusters Score -3594011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3594021.250000 Penalty: 3393.781494
	Iteration 26Q: 3 clusters Score -3594021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3594023.250000 Penalty: 3393.781494
	Iteration 27Q: 3 clusters Score -3594023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -3594027.250000 Penalty: 3393.781494
	Iteration 28Q: 3 clusters Score -3594027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -3594028.250000 Penalty: 3393.781494
	Iteration 29Q: 3 clusters Score -3594028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3594032.500000 Penalty: 3393.781494
	Iteration 30Q: 3 clusters Score -3594032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3594032.750000 Penalty: 3393.781494
	Iteration 31Q: 3 clusters Score -3594033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -3594032.750000 Penalty: 3393.781494
	Iteration 32Q: 3 clusters Score -3594033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3594036.500000 Penalty: 3393.781494
	Iteration 33Q: 3 clusters Score -3594036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3594036.000000 Penalty: 3393.781494
	Iteration 34Q: 3 clusters Score -3594036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3594038.000000 Penalty: 3393.781494
	Iteration 35Q: 3 clusters Score -3594038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3594035.750000 Penalty: 3393.781494
	Iteration 36Q: 3 clusters Score -3594036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3594035.750000 Penalty: 3393.781494
	Iteration 37F: 3 clusters Score -3594036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9564.495117 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9564.495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9616.717773 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9616.718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9657.511719 Penalty: 1586.910645
	Iteration 2F: 3 clusters Score -9657.512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9679.726562 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9679.727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9696.781250 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -9696.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9712.142578 Penalty: 1586.910645
	Iteration 5Q: 3 clusters Score -9712.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9733.954102 Penalty: 1586.910645
	Iteration 6Q: 3 clusters Score -9733.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9759.195312 Penalty: 1586.910645
	Iteration 7Q: 3 clusters Score -9759.195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9777.009766 Penalty: 1586.910645
	Iteration 8Q: 3 clusters Score -9777.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9787.425781 Penalty: 1586.910645
	Iteration 9Q: 3 clusters Score -9787.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9787.425781 Penalty: 1586.910645
	Iteration 10F: 3 clusters Score -9787.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Entering Unmasked Estep 
Score: -15792530.000000 Penalty: 1934.145020
	Iteration 0F: 2 clusters Score -1.579253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -15693349.000000 Penalty: 3868.290039
	Iteration 0F: 3 clusters Score -1.569335e+07 nChanged 71239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -15735899.000000 Penalty: 3868.290039
	Iteration 1F: 3 clusters Score -1.57359e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -15737335.000000 Penalty: 3868.290039
	Iteration 2Q: 3 clusters Score -1.573734e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -15739475.000000 Penalty: 3868.290039
	Iteration 3Q: 3 clusters Score -1.573948e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -15743414.000000 Penalty: 3868.290039
	Iteration 4F: 3 clusters Score -1.574341e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -15749971.000000 Penalty: 3868.290039
	Iteration 5F: 3 clusters Score -1.574997e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -15759672.000000 Penalty: 3868.290039
	Iteration 6F: 3 clusters Score -1.575967e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -15770460.000000 Penalty: 3868.290039
	Iteration 7F: 3 clusters Score -1.577046e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -15779187.000000 Penalty: 3868.290039
	Iteration 8F: 3 clusters Score -1.577919e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -15783778.000000 Penalty: 3868.290039
	Iteration 9Q: 3 clusters Score -1.578378e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -15785797.000000 Penalty: 3868.290039
	Iteration 10Q: 3 clusters Score -1.57858e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -15786861.000000 Penalty: 3868.290039
	Iteration 11Q: 3 clusters Score -1.578686e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -15787503.000000 Penalty: 3868.290039
	Iteration 12Q: 3 clusters Score -1.57875e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -15788079.000000 Penalty: 3868.290039
	Iteration 13Q: 3 clusters Score -1.578808e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -15788621.000000 Penalty: 3868.290039
	Iteration 14Q: 3 clusters Score -1.578862e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -15789015.000000 Penalty: 3868.290039
	Iteration 15Q: 3 clusters Score -1.578902e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -15789367.000000 Penalty: 3868.290039
	Iteration 16Q: 3 clusters Score -1.578937e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137422 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -15789508.000000 Penalty: 3868.290039
	Iteration 17Q: 3 clusters Score -1.578951e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -15789728.000000 Penalty: 3868.290039
	Iteration 18Q: 3 clusters Score -1.578973e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138717 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -15789931.000000 Penalty: 3868.290039
	Iteration 19Q: 3 clusters Score -1.578993e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -15790107.000000 Penalty: 3868.290039
	Iteration 20F: 3 clusters Score -1.579011e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -15790242.000000 Penalty: 3868.290039
	Iteration 21Q: 3 clusters Score -1.579024e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -15790436.000000 Penalty: 3868.290039
	Iteration 22Q: 3 clusters Score -1.579044e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140748 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -15790610.000000 Penalty: 3868.290039
	Iteration 23Q: 3 clusters Score -1.579061e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -15790728.000000 Penalty: 3868.290039
	Iteration 24Q: 3 clusters Score -1.579073e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -15790771.000000 Penalty: 3868.290039
	Iteration 25Q: 3 clusters Score -1.579077e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141912 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -15790917.000000 Penalty: 3868.290039
	Iteration 26Q: 3 clusters Score -1.579092e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142222 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -15790988.000000 Penalty: 3868.290039
	Iteration 27Q: 3 clusters Score -1.579099e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -15791027.000000 Penalty: 3868.290039
	Iteration 28Q: 3 clusters Score -1.579103e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142764 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -15791069.000000 Penalty: 3868.290039
	Iteration 29Q: 3 clusters Score -1.579107e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -15791132.000000 Penalty: 3868.290039
	Iteration 30Q: 3 clusters Score -1.579113e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -15791179.000000 Penalty: 3868.290039
	Iteration 31Q: 3 clusters Score -1.579118e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -15791203.000000 Penalty: 3868.290039
	Iteration 32Q: 3 clusters Score -1.57912e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -15791235.000000 Penalty: 3868.290039
	Iteration 33Q: 3 clusters Score -1.579124e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -15791286.000000 Penalty: 3868.290039
	Iteration 34Q: 3 clusters Score -1.579129e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -15791278.000000 Penalty: 3868.290039
	Iteration 35Q: 3 clusters Score -1.579128e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143926 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -15791270.000000 Penalty: 3868.290039
	Iteration 36Q: 3 clusters Score -1.579127e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -15791278.000000 Penalty: 3868.290039
	Iteration 37Q: 3 clusters Score -1.579128e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144105 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -15791290.000000 Penalty: 3868.290039
	Iteration 38Q: 3 clusters Score -1.579129e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -15791310.000000 Penalty: 3868.290039
	Iteration 39Q: 3 clusters Score -1.579131e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -15791373.000000 Penalty: 3868.290039
	Iteration 40F: 3 clusters Score -1.579137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144281 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -15791379.000000 Penalty: 3868.290039
	Iteration 41Q: 3 clusters Score -1.579138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144322 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -15791385.000000 Penalty: 3868.290039
	Iteration 42Q: 3 clusters Score -1.579138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144359 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -15791400.000000 Penalty: 3868.290039
	Iteration 43Q: 3 clusters Score -1.57914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144401 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -15791416.000000 Penalty: 3868.290039
	Iteration 44Q: 3 clusters Score -1.579142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15791418.000000 Penalty: 3868.290039
	Iteration 45Q: 3 clusters Score -1.579142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -15791415.000000 Penalty: 3868.290039
	Iteration 46Q: 3 clusters Score -1.579142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -15791434.000000 Penalty: 3868.290039
	Iteration 47Q: 3 clusters Score -1.579143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -15791442.000000 Penalty: 3868.290039
	Iteration 48Q: 3 clusters Score -1.579144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -15791445.000000 Penalty: 3868.290039
	Iteration 49Q: 3 clusters Score -1.579144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -15791446.000000 Penalty: 3868.290039
	Iteration 50Q: 3 clusters Score -1.579145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15791436.000000 Penalty: 3868.290039
	Iteration 51Q: 3 clusters Score -1.579144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -15791439.000000 Penalty: 3868.290039
	Iteration 52Q: 3 clusters Score -1.579144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -15791436.000000 Penalty: 3868.290039
	Iteration 53Q: 3 clusters Score -1.579144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -15791434.000000 Penalty: 3868.290039
	Iteration 54Q: 3 clusters Score -1.579143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -15791437.000000 Penalty: 3868.290039
	Iteration 55Q: 3 clusters Score -1.579144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -15791438.000000 Penalty: 3868.290039
	Iteration 56Q: 3 clusters Score -1.579144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -15791444.000000 Penalty: 3868.290039
	Iteration 57Q: 3 clusters Score -1.579144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144607 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -15791453.000000 Penalty: 3868.290039
	Iteration 58Q: 3 clusters Score -1.579145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -15791453.000000 Penalty: 3868.290039
	Iteration 59Q: 3 clusters Score -1.579145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -15791451.000000 Penalty: 3868.290039
	Iteration 60F: 3 clusters Score -1.579145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -15791447.000000 Penalty: 3868.290039
	Iteration 61Q: 3 clusters Score -1.579145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -15791453.000000 Penalty: 3868.290039
	Iteration 62Q: 3 clusters Score -1.579145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144630 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15791455.000000 Penalty: 3868.290039
	Iteration 63Q: 3 clusters Score -1.579146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -15791466.000000 Penalty: 3868.290039
	Iteration 64Q: 3 clusters Score -1.579147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144641 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -15791471.000000 Penalty: 3868.290039
	Iteration 65Q: 3 clusters Score -1.579147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -15791472.000000 Penalty: 3868.290039
	Iteration 66Q: 3 clusters Score -1.579147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144666 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15791475.000000 Penalty: 3868.290039
	Iteration 67Q: 3 clusters Score -1.579148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -15791482.000000 Penalty: 3868.290039
	Iteration 68Q: 3 clusters Score -1.579148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -15791488.000000 Penalty: 3868.290039
	Iteration 69Q: 3 clusters Score -1.579149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -15791473.000000 Penalty: 3868.290039
	Iteration 70Q: 3 clusters Score -1.579147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -15791474.000000 Penalty: 3868.290039
	Iteration 71Q: 3 clusters Score -1.579147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144693 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -15791472.000000 Penalty: 3868.290039
	Iteration 72Q: 3 clusters Score -1.579147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -15791480.000000 Penalty: 3868.290039
	Iteration 73Q: 3 clusters Score -1.579148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15791480.000000 Penalty: 3868.290039
	Iteration 74Q: 3 clusters Score -1.579148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -15791474.000000 Penalty: 3868.290039
	Iteration 75Q: 3 clusters Score -1.579147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -15791486.000000 Penalty: 3868.290039
	Iteration 76Q: 3 clusters Score -1.579149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -15791481.000000 Penalty: 3868.290039
	Iteration 77Q: 3 clusters Score -1.579148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -15791473.000000 Penalty: 3868.290039
	Iteration 78Q: 3 clusters Score -1.579147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -15791472.000000 Penalty: 3868.290039
	Iteration 79Q: 3 clusters Score -1.579147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15791461.000000 Penalty: 3868.290039
	Iteration 80F: 3 clusters Score -1.579146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -15791463.000000 Penalty: 3868.290039
	Iteration 81Q: 3 clusters Score -1.579146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -15791469.000000 Penalty: 3868.290039
	Iteration 82Q: 3 clusters Score -1.579147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144723 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -15791465.000000 Penalty: 3868.290039
	Iteration 83Q: 3 clusters Score -1.579146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -15791477.000000 Penalty: 3868.290039
	Iteration 84Q: 3 clusters Score -1.579148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -15791482.000000 Penalty: 3868.290039
	Iteration 85Q: 3 clusters Score -1.579148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -15791482.000000 Penalty: 3868.290039
	Iteration 86F: 3 clusters Score -1.579148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -150186.859375 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -150186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -148486.718750 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -148486.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148801.421875 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -148801.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148892.765625 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -148892.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -148946.328125 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -148946.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148977.500000 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -148977.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148988.687500 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -148988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -148997.890625 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -148997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149005.515625 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -149005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149009.468750 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -149009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -149013.687500 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -149013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149019.296875 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -149019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149022.546875 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -149022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149027.156250 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -149027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149030.093750 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -149030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149031.406250 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -149031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149032.734375 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -149032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149033.265625 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -149033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149033.562500 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -149033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149033.562500 Penalty: 2361.945801
	Iteration 18F: 3 clusters Score -149033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -489391.218750 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -489391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -485727.312500 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -485727.3 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -486735.406250 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -486735.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -486909.656250 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -486909.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -487032.531250 Penalty: 2736.005127
	Iteration 3Q: 3 clusters Score -487032.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -487128.281250 Penalty: 2736.005127
	Iteration 4Q: 3 clusters Score -487128.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -487182.812500 Penalty: 2736.005127
	Iteration 5Q: 3 clusters Score -487182.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -487221.531250 Penalty: 2736.005127
	Iteration 6Q: 3 clusters Score -487221.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -487258.343750 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -487258.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -487290.625000 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -487290.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -487335.500000 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -487335.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -487391.125000 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -487391.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -487437.031250 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -487437 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -487487.375000 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -487487.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -487536.687500 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -487536.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -487586.843750 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -487586.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -487635.281250 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -487635.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487679.656250 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -487679.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -487713.406250 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -487713.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -487744.343750 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -487744.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -487776.531250 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -487776.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -487805.125000 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -487805.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -487824.375000 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -487824.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -487836.875000 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -487836.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -487844.812500 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -487844.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -487850.531250 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -487850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -487857.000000 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -487857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -487861.531250 Penalty: 2736.005127
	Iteration 26Q: 3 clusters Score -487861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -487865.312500 Penalty: 2736.005127
	Iteration 27Q: 3 clusters Score -487865.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -487868.687500 Penalty: 2736.005127
	Iteration 28Q: 3 clusters Score -487868.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -487873.656250 Penalty: 2736.005127
	Iteration 29Q: 3 clusters Score -487873.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -487879.312500 Penalty: 2736.005127
	Iteration 30Q: 3 clusters Score -487879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -487883.375000 Penalty: 2736.005127
	Iteration 31Q: 3 clusters Score -487883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -487884.125000 Penalty: 2736.005127
	Iteration 32Q: 3 clusters Score -487884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -487886.656250 Penalty: 2736.005127
	Iteration 33Q: 3 clusters Score -487886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -487887.625000 Penalty: 2736.005127
	Iteration 34Q: 3 clusters Score -487887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -487888.781250 Penalty: 2736.005127
	Iteration 35Q: 3 clusters Score -487888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -487889.437500 Penalty: 2736.005127
	Iteration 36Q: 3 clusters Score -487889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -487890.375000 Penalty: 2736.005127
	Iteration 37Q: 3 clusters Score -487890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -487891.593750 Penalty: 2736.005127
	Iteration 38Q: 3 clusters Score -487891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -487891.343750 Penalty: 2736.005127
	Iteration 39Q: 3 clusters Score -487891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -487893.312500 Penalty: 2736.005127
	Iteration 40F: 3 clusters Score -487893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -487893.906250 Penalty: 2736.005127
	Iteration 41Q: 3 clusters Score -487893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -487896.500000 Penalty: 2736.005127
	Iteration 42Q: 3 clusters Score -487896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -487896.562500 Penalty: 2736.005127
	Iteration 43Q: 3 clusters Score -487896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -487896.562500 Penalty: 2736.005127
	Iteration 44F: 3 clusters Score -487896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Entering Unmasked Estep 
Score: -1466546.375000 Penalty: 1545.266724
	Iteration 0F: 2 clusters Score -1466546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1457123.125000 Penalty: 3090.533447
	Iteration 0F: 3 clusters Score -1457123 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1460646.250000 Penalty: 3090.533447
	Iteration 1F: 3 clusters Score -1460646 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1461428.375000 Penalty: 3090.533447
	Iteration 2F: 3 clusters Score -1461428 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1462266.500000 Penalty: 3090.533447
	Iteration 3F: 3 clusters Score -1462266 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1463174.500000 Penalty: 3090.533447
	Iteration 4F: 3 clusters Score -1463174 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1464078.750000 Penalty: 3090.533447
	Iteration 5F: 3 clusters Score -1464079 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1464736.750000 Penalty: 3090.533447
	Iteration 6F: 3 clusters Score -1464737 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1465110.375000 Penalty: 3090.533447
	Iteration 7Q: 3 clusters Score -1465110 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1465335.250000 Penalty: 3090.533447
	Iteration 8Q: 3 clusters Score -1465335 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1465465.125000 Penalty: 3090.533447
	Iteration 9Q: 3 clusters Score -1465465 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1465559.875000 Penalty: 3090.533447
	Iteration 10Q: 3 clusters Score -1465560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1465620.250000 Penalty: 3090.533447
	Iteration 11Q: 3 clusters Score -1465620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1465668.375000 Penalty: 3090.533447
	Iteration 12Q: 3 clusters Score -1465668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1465703.750000 Penalty: 3090.533447
	Iteration 13Q: 3 clusters Score -1465704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1465730.000000 Penalty: 3090.533447
	Iteration 14Q: 3 clusters Score -1465730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1465756.500000 Penalty: 3090.533447
	Iteration 15Q: 3 clusters Score -1465756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1465778.875000 Penalty: 3090.533447
	Iteration 16Q: 3 clusters Score -1465779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1465794.625000 Penalty: 3090.533447
	Iteration 17Q: 3 clusters Score -1465795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1465809.250000 Penalty: 3090.533447
	Iteration 18Q: 3 clusters Score -1465809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1465818.125000 Penalty: 3090.533447
	Iteration 19Q: 3 clusters Score -1465818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1465827.375000 Penalty: 3090.533447
	Iteration 20F: 3 clusters Score -1465827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1465830.625000 Penalty: 3090.533447
	Iteration 21Q: 3 clusters Score -1465831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1465841.875000 Penalty: 3090.533447
	Iteration 22Q: 3 clusters Score -1465842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1465850.125000 Penalty: 3090.533447
	Iteration 23Q: 3 clusters Score -1465850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1465854.750000 Penalty: 3090.533447
	Iteration 24Q: 3 clusters Score -1465855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1465856.500000 Penalty: 3090.533447
	Iteration 25Q: 3 clusters Score -1465856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1465859.625000 Penalty: 3090.533447
	Iteration 26Q: 3 clusters Score -1465860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1465859.875000 Penalty: 3090.533447
	Iteration 27Q: 3 clusters Score -1465860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1465861.375000 Penalty: 3090.533447
	Iteration 28Q: 3 clusters Score -1465861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1465862.500000 Penalty: 3090.533447
	Iteration 29Q: 3 clusters Score -1465862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1465865.375000 Penalty: 3090.533447
	Iteration 30Q: 3 clusters Score -1465865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1465868.125000 Penalty: 3090.533447
	Iteration 31Q: 3 clusters Score -1465868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1465869.500000 Penalty: 3090.533447
	Iteration 32Q: 3 clusters Score -1465870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1465869.125000 Penalty: 3090.533447
	Iteration 33Q: 3 clusters Score -1465869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1465869.500000 Penalty: 3090.533447
	Iteration 34Q: 3 clusters Score -1465870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1465873.250000 Penalty: 3090.533447
	Iteration 35Q: 3 clusters Score -1465873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1465874.500000 Penalty: 3090.533447
	Iteration 36Q: 3 clusters Score -1465874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1465881.250000 Penalty: 3090.533447
	Iteration 37Q: 3 clusters Score -1465881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1465886.375000 Penalty: 3090.533447
	Iteration 38Q: 3 clusters Score -1465886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1465890.500000 Penalty: 3090.533447
	Iteration 39Q: 3 clusters Score -1465890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1465890.000000 Penalty: 3090.533447
	Iteration 40F: 3 clusters Score -1465890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1465892.000000 Penalty: 3090.533447
	Iteration 41Q: 3 clusters Score -1465892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1465895.250000 Penalty: 3090.533447
	Iteration 42Q: 3 clusters Score -1465895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1465894.000000 Penalty: 3090.533447
	Iteration 43Q: 3 clusters Score -1465894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1465898.000000 Penalty: 3090.533447
	Iteration 44Q: 3 clusters Score -1465898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1465898.625000 Penalty: 3090.533447
	Iteration 45Q: 3 clusters Score -1465899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1465899.500000 Penalty: 3090.533447
	Iteration 46Q: 3 clusters Score -1465900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1465901.125000 Penalty: 3090.533447
	Iteration 47Q: 3 clusters Score -1465901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1465901.750000 Penalty: 3090.533447
	Iteration 48Q: 3 clusters Score -1465902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1465901.625000 Penalty: 3090.533447
	Iteration 49Q: 3 clusters Score -1465902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1465902.625000 Penalty: 3090.533447
	Iteration 50Q: 3 clusters Score -1465903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1465904.750000 Penalty: 3090.533447
	Iteration 51Q: 3 clusters Score -1465905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1465903.875000 Penalty: 3090.533447
	Iteration 52Q: 3 clusters Score -1465904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1465906.500000 Penalty: 3090.533447
	Iteration 53Q: 3 clusters Score -1465906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1465910.375000 Penalty: 3090.533447
	Iteration 54Q: 3 clusters Score -1465910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1465910.125000 Penalty: 3090.533447
	Iteration 55Q: 3 clusters Score -1465910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1465911.625000 Penalty: 3090.533447
	Iteration 56Q: 3 clusters Score -1465912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1465912.625000 Penalty: 3090.533447
	Iteration 57Q: 3 clusters Score -1465913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1465913.000000 Penalty: 3090.533447
	Iteration 58Q: 3 clusters Score -1465913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1465913.000000 Penalty: 3090.533447
	Iteration 59F: 3 clusters Score -1465913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Entering Unmasked Estep 
Score: -1362623.875000 Penalty: 1540.770508
	Iteration 0F: 2 clusters Score -1362624 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 6480 members 
Entering Unmasked Estep 
Score: -1353387.875000 Penalty: 3081.541016
	Iteration 0F: 3 clusters Score -1353388 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1356482.875000 Penalty: 3081.541016
	Iteration 1F: 3 clusters Score -1356483 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1356775.125000 Penalty: 3081.541016
	Iteration 2F: 3 clusters Score -1356775 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1357100.500000 Penalty: 3081.541016
	Iteration 3F: 3 clusters Score -1357100 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1357515.250000 Penalty: 3081.541016
	Iteration 4F: 3 clusters Score -1357515 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1358110.625000 Penalty: 3081.541016
	Iteration 5F: 3 clusters Score -1358111 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1358909.250000 Penalty: 3081.541016
	Iteration 6F: 3 clusters Score -1358909 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1359749.125000 Penalty: 3081.541016
	Iteration 7F: 3 clusters Score -1359749 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1360389.500000 Penalty: 3081.541016
	Iteration 8F: 3 clusters Score -1360390 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1360756.250000 Penalty: 3081.541016
	Iteration 9Q: 3 clusters Score -1360756 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1360984.375000 Penalty: 3081.541016
	Iteration 10Q: 3 clusters Score -1360984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1361145.500000 Penalty: 3081.541016
	Iteration 11Q: 3 clusters Score -1361146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1361256.000000 Penalty: 3081.541016
	Iteration 12Q: 3 clusters Score -1361256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1361342.875000 Penalty: 3081.541016
	Iteration 13Q: 3 clusters Score -1361343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1361397.750000 Penalty: 3081.541016
	Iteration 14Q: 3 clusters Score -1361398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1361466.750000 Penalty: 3081.541016
	Iteration 15Q: 3 clusters Score -1361467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1361551.250000 Penalty: 3081.541016
	Iteration 16Q: 3 clusters Score -1361551 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1361698.125000 Penalty: 3081.541016
	Iteration 17Q: 3 clusters Score -1361698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1361848.875000 Penalty: 3081.541016
	Iteration 18Q: 3 clusters Score -1361849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1361930.375000 Penalty: 3081.541016
	Iteration 19Q: 3 clusters Score -1361930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1361963.625000 Penalty: 3081.541016
	Iteration 20F: 3 clusters Score -1361964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1361989.625000 Penalty: 3081.541016
	Iteration 21Q: 3 clusters Score -1361990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1362001.125000 Penalty: 3081.541016
	Iteration 22Q: 3 clusters Score -1362001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1362009.000000 Penalty: 3081.541016
	Iteration 23Q: 3 clusters Score -1362009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1362012.500000 Penalty: 3081.541016
	Iteration 24Q: 3 clusters Score -1362012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1362017.875000 Penalty: 3081.541016
	Iteration 25Q: 3 clusters Score -1362018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1362019.000000 Penalty: 3081.541016
	Iteration 26Q: 3 clusters Score -1362019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1362022.750000 Penalty: 3081.541016
	Iteration 27Q: 3 clusters Score -1362023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1362022.250000 Penalty: 3081.541016
	Iteration 28Q: 3 clusters Score -1362022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1362023.125000 Penalty: 3081.541016
	Iteration 29Q: 3 clusters Score -1362023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1362023.375000 Penalty: 3081.541016
	Iteration 30Q: 3 clusters Score -1362023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1362023.875000 Penalty: 3081.541016
	Iteration 31Q: 3 clusters Score -1362024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1362025.125000 Penalty: 3081.541016
	Iteration 32Q: 3 clusters Score -1362025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1362028.750000 Penalty: 3081.541016
	Iteration 33Q: 3 clusters Score -1362029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1362034.125000 Penalty: 3081.541016
	Iteration 34Q: 3 clusters Score -1362034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1362040.875000 Penalty: 3081.541016
	Iteration 35Q: 3 clusters Score -1362041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1362046.875000 Penalty: 3081.541016
	Iteration 36Q: 3 clusters Score -1362047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1362050.500000 Penalty: 3081.541016
	Iteration 37Q: 3 clusters Score -1362050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1362054.500000 Penalty: 3081.541016
	Iteration 38Q: 3 clusters Score -1362054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1362063.125000 Penalty: 3081.541016
	Iteration 39Q: 3 clusters Score -1362063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1362062.375000 Penalty: 3081.541016
	Iteration 40F: 3 clusters Score -1362062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1362069.125000 Penalty: 3081.541016
	Iteration 41Q: 3 clusters Score -1362069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1362072.750000 Penalty: 3081.541016
	Iteration 42Q: 3 clusters Score -1362073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1362074.500000 Penalty: 3081.541016
	Iteration 43Q: 3 clusters Score -1362074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1362077.250000 Penalty: 3081.541016
	Iteration 44Q: 3 clusters Score -1362077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1362080.375000 Penalty: 3081.541016
	Iteration 45Q: 3 clusters Score -1362080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1362084.125000 Penalty: 3081.541016
	Iteration 46Q: 3 clusters Score -1362084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1362090.250000 Penalty: 3081.541016
	Iteration 47Q: 3 clusters Score -1362090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1362093.500000 Penalty: 3081.541016
	Iteration 48Q: 3 clusters Score -1362094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1362093.875000 Penalty: 3081.541016
	Iteration 49Q: 3 clusters Score -1362094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1362096.625000 Penalty: 3081.541016
	Iteration 50Q: 3 clusters Score -1362097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1362097.250000 Penalty: 3081.541016
	Iteration 51Q: 3 clusters Score -1362097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1362097.875000 Penalty: 3081.541016
	Iteration 52Q: 3 clusters Score -1362098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1362100.125000 Penalty: 3081.541016
	Iteration 53Q: 3 clusters Score -1362100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1362097.125000 Penalty: 3081.541016
	Iteration 54Q: 3 clusters Score -1362097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1362097.875000 Penalty: 3081.541016
	Iteration 55Q: 3 clusters Score -1362098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1362098.250000 Penalty: 3081.541016
	Iteration 56Q: 3 clusters Score -1362098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1362099.375000 Penalty: 3081.541016
	Iteration 57Q: 3 clusters Score -1362099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1362099.875000 Penalty: 3081.541016
	Iteration 58Q: 3 clusters Score -1362100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1362100.625000 Penalty: 3081.541016
	Iteration 59Q: 3 clusters Score -1362101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1362100.625000 Penalty: 3081.541016
	Iteration 60F: 3 clusters Score -1362101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Entering Unmasked Estep 
Score: -1397005.250000 Penalty: 1537.086792
	Iteration 0F: 2 clusters Score -1397005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1387934.500000 Penalty: 3074.173584
	Iteration 0F: 3 clusters Score -1387934 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1391012.500000 Penalty: 3074.173584
	Iteration 1F: 3 clusters Score -1391012 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1391369.875000 Penalty: 3074.173584
	Iteration 2F: 3 clusters Score -1391370 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1391787.500000 Penalty: 3074.173584
	Iteration 3F: 3 clusters Score -1391788 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1392328.875000 Penalty: 3074.173584
	Iteration 4F: 3 clusters Score -1392329 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1393004.375000 Penalty: 3074.173584
	Iteration 5F: 3 clusters Score -1393004 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1393726.375000 Penalty: 3074.173584
	Iteration 6F: 3 clusters Score -1393726 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1394451.250000 Penalty: 3074.173584
	Iteration 7F: 3 clusters Score -1394451 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1395013.750000 Penalty: 3074.173584
	Iteration 8Q: 3 clusters Score -1395014 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1395339.875000 Penalty: 3074.173584
	Iteration 9Q: 3 clusters Score -1395340 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1395508.000000 Penalty: 3074.173584
	Iteration 10Q: 3 clusters Score -1395508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1395582.750000 Penalty: 3074.173584
	Iteration 11Q: 3 clusters Score -1395583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1395636.750000 Penalty: 3074.173584
	Iteration 12Q: 3 clusters Score -1395637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1395659.000000 Penalty: 3074.173584
	Iteration 13Q: 3 clusters Score -1395659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1395677.875000 Penalty: 3074.173584
	Iteration 14Q: 3 clusters Score -1395678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1395693.375000 Penalty: 3074.173584
	Iteration 15Q: 3 clusters Score -1395693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1395713.125000 Penalty: 3074.173584
	Iteration 16Q: 3 clusters Score -1395713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1395719.500000 Penalty: 3074.173584
	Iteration 17Q: 3 clusters Score -1395720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1395725.625000 Penalty: 3074.173584
	Iteration 18Q: 3 clusters Score -1395726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1395728.750000 Penalty: 3074.173584
	Iteration 19Q: 3 clusters Score -1395729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1395736.875000 Penalty: 3074.173584
	Iteration 20F: 3 clusters Score -1395737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1395746.250000 Penalty: 3074.173584
	Iteration 21Q: 3 clusters Score -1395746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1395754.000000 Penalty: 3074.173584
	Iteration 22Q: 3 clusters Score -1395754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1395759.500000 Penalty: 3074.173584
	Iteration 23Q: 3 clusters Score -1395760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1395767.875000 Penalty: 3074.173584
	Iteration 24Q: 3 clusters Score -1395768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1395777.375000 Penalty: 3074.173584
	Iteration 25Q: 3 clusters Score -1395777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1395781.125000 Penalty: 3074.173584
	Iteration 26Q: 3 clusters Score -1395781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1395781.125000 Penalty: 3074.173584
	Iteration 27F: 3 clusters Score -1395781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Entering Unmasked Estep 
Score: -1505994.625000 Penalty: 1549.077759
	Iteration 0F: 2 clusters Score -1505995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1496441.000000 Penalty: 3098.155518
	Iteration 0F: 3 clusters Score -1496441 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1500024.875000 Penalty: 3098.155518
	Iteration 1F: 3 clusters Score -1500025 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1500527.375000 Penalty: 3098.155518
	Iteration 2F: 3 clusters Score -1500527 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1500993.250000 Penalty: 3098.155518
	Iteration 3F: 3 clusters Score -1500993 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1501543.750000 Penalty: 3098.155518
	Iteration 4F: 3 clusters Score -1501544 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1502194.500000 Penalty: 3098.155518
	Iteration 5F: 3 clusters Score -1502194 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1502842.625000 Penalty: 3098.155518
	Iteration 6F: 3 clusters Score -1502843 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1503376.500000 Penalty: 3098.155518
	Iteration 7F: 3 clusters Score -1503376 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1503676.875000 Penalty: 3098.155518
	Iteration 8Q: 3 clusters Score -1503677 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1503814.750000 Penalty: 3098.155518
	Iteration 9Q: 3 clusters Score -1503815 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1503898.500000 Penalty: 3098.155518
	Iteration 10Q: 3 clusters Score -1503898 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1503966.125000 Penalty: 3098.155518
	Iteration 11Q: 3 clusters Score -1503966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1504017.125000 Penalty: 3098.155518
	Iteration 12Q: 3 clusters Score -1504017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1504069.375000 Penalty: 3098.155518
	Iteration 13Q: 3 clusters Score -1504069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1504110.875000 Penalty: 3098.155518
	Iteration 14Q: 3 clusters Score -1504111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1504143.250000 Penalty: 3098.155518
	Iteration 15Q: 3 clusters Score -1504143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1504184.875000 Penalty: 3098.155518
	Iteration 16Q: 3 clusters Score -1504185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1504219.625000 Penalty: 3098.155518
	Iteration 17Q: 3 clusters Score -1504220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1504236.750000 Penalty: 3098.155518
	Iteration 18Q: 3 clusters Score -1504237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1504255.375000 Penalty: 3098.155518
	Iteration 19Q: 3 clusters Score -1504255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1504269.375000 Penalty: 3098.155518
	Iteration 20F: 3 clusters Score -1504269 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1504280.000000 Penalty: 3098.155518
	Iteration 21Q: 3 clusters Score -1504280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1504287.500000 Penalty: 3098.155518
	Iteration 22Q: 3 clusters Score -1504288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1504295.125000 Penalty: 3098.155518
	Iteration 23Q: 3 clusters Score -1504295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1504294.625000 Penalty: 3098.155518
	Iteration 24Q: 3 clusters Score -1504295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1504302.500000 Penalty: 3098.155518
	Iteration 25Q: 3 clusters Score -1504302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1504313.500000 Penalty: 3098.155518
	Iteration 26Q: 3 clusters Score -1504314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1504319.125000 Penalty: 3098.155518
	Iteration 27Q: 3 clusters Score -1504319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1504326.375000 Penalty: 3098.155518
	Iteration 28Q: 3 clusters Score -1504326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1504330.875000 Penalty: 3098.155518
	Iteration 29Q: 3 clusters Score -1504331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1504342.375000 Penalty: 3098.155518
	Iteration 30Q: 3 clusters Score -1504342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1504355.125000 Penalty: 3098.155518
	Iteration 31Q: 3 clusters Score -1504355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1504363.125000 Penalty: 3098.155518
	Iteration 32Q: 3 clusters Score -1504363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1504375.875000 Penalty: 3098.155518
	Iteration 33Q: 3 clusters Score -1504376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1504384.375000 Penalty: 3098.155518
	Iteration 34Q: 3 clusters Score -1504384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1504389.250000 Penalty: 3098.155518
	Iteration 35Q: 3 clusters Score -1504389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1504403.750000 Penalty: 3098.155518
	Iteration 36Q: 3 clusters Score -1504404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1504409.375000 Penalty: 3098.155518
	Iteration 37Q: 3 clusters Score -1504409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1504416.750000 Penalty: 3098.155518
	Iteration 38Q: 3 clusters Score -1504417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1504418.875000 Penalty: 3098.155518
	Iteration 39Q: 3 clusters Score -1504419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1504427.750000 Penalty: 3098.155518
	Iteration 40F: 3 clusters Score -1504428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1504430.000000 Penalty: 3098.155518
	Iteration 41Q: 3 clusters Score -1504430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1504432.250000 Penalty: 3098.155518
	Iteration 42Q: 3 clusters Score -1504432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1504438.250000 Penalty: 3098.155518
	Iteration 43Q: 3 clusters Score -1504438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1504445.000000 Penalty: 3098.155518
	Iteration 44Q: 3 clusters Score -1504445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1504448.750000 Penalty: 3098.155518
	Iteration 45Q: 3 clusters Score -1504449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1504451.125000 Penalty: 3098.155518
	Iteration 46Q: 3 clusters Score -1504451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1504455.750000 Penalty: 3098.155518
	Iteration 47Q: 3 clusters Score -1504456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1504459.625000 Penalty: 3098.155518
	Iteration 48Q: 3 clusters Score -1504460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1504463.500000 Penalty: 3098.155518
	Iteration 49Q: 3 clusters Score -1504464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1504462.625000 Penalty: 3098.155518
	Iteration 50Q: 3 clusters Score -1504463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1504460.875000 Penalty: 3098.155518
	Iteration 51Q: 3 clusters Score -1504461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1504463.750000 Penalty: 3098.155518
	Iteration 52Q: 3 clusters Score -1504464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1504465.125000 Penalty: 3098.155518
	Iteration 53Q: 3 clusters Score -1504465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1504471.625000 Penalty: 3098.155518
	Iteration 54Q: 3 clusters Score -1504472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1504474.875000 Penalty: 3098.155518
	Iteration 55Q: 3 clusters Score -1504475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1504475.375000 Penalty: 3098.155518
	Iteration 56Q: 3 clusters Score -1504475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1504480.250000 Penalty: 3098.155518
	Iteration 57Q: 3 clusters Score -1504480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1504482.625000 Penalty: 3098.155518
	Iteration 58Q: 3 clusters Score -1504483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1504486.250000 Penalty: 3098.155518
	Iteration 59Q: 3 clusters Score -1504486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1504488.625000 Penalty: 3098.155518
	Iteration 60F: 3 clusters Score -1504489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1504490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1504494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1504499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1504497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1504503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1504504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1504504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1504506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1504515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1504521.125000 Penalty: 3098.155518
	Iteration 70Q: 3 clusters Score -1504521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1504528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1504531.750000 Penalty: 3098.155518
	Iteration 72Q: 3 clusters Score -1504532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1504539.000000 Penalty: 3098.155518
	Iteration 73Q: 3 clusters Score -1504539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1504550.625000 Penalty: 3098.155518
	Iteration 74Q: 3 clusters Score -1504551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1504564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1504572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1504575.250000 Penalty: 3098.155518
	Iteration 77Q: 3 clusters Score -1504575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1504581.750000 Penalty: 3098.155518
	Iteration 78Q: 3 clusters Score -1504582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1504583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1504582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1504583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1504583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1504587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1504589.500000 Penalty: 3098.155518
	Iteration 84Q: 3 clusters Score -1504590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1504593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1504591.625000 Penalty: 3098.155518
	Iteration 86Q: 3 clusters Score -1504592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1504592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1504597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1504602.625000 Penalty: 3098.155518
	Iteration 89Q: 3 clusters Score -1504603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1504600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1504607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1504604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1504608.000000 Penalty: 3098.155518
	Iteration 93Q: 3 clusters Score -1504608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1504615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1504614.250000 Penalty: 3098.155518
	Iteration 95Q: 3 clusters Score -1504614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1504616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1504620.375000 Penalty: 3098.155518
	Iteration 97Q: 3 clusters Score -1504620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1504626.375000 Penalty: 3098.155518
	Iteration 98Q: 3 clusters Score -1504626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1504628.500000 Penalty: 3098.155518
	Iteration 99Q: 3 clusters Score -1504628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1504629.375000 Penalty: 3098.155518
	Iteration 100F: 3 clusters Score -1504629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1504631.625000 Penalty: 3098.155518
	Iteration 101Q: 3 clusters Score -1504632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1504636.125000 Penalty: 3098.155518
	Iteration 102Q: 3 clusters Score -1504636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1504640.250000 Penalty: 3098.155518
	Iteration 103Q: 3 clusters Score -1504640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1504642.750000 Penalty: 3098.155518
	Iteration 104Q: 3 clusters Score -1504643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1504644.125000 Penalty: 3098.155518
	Iteration 105Q: 3 clusters Score -1504644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1504646.000000 Penalty: 3098.155518
	Iteration 106Q: 3 clusters Score -1504646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1504646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1504646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1504646.625000 Penalty: 3098.155518
	Iteration 109Q: 3 clusters Score -1504647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1504646.000000 Penalty: 3098.155518
	Iteration 110Q: 3 clusters Score -1504646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1504646.250000 Penalty: 3098.155518
	Iteration 111Q: 3 clusters Score -1504646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1504648.375000 Penalty: 3098.155518
	Iteration 112Q: 3 clusters Score -1504648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1504649.500000 Penalty: 3098.155518
	Iteration 113Q: 3 clusters Score -1504650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1504651.000000 Penalty: 3098.155518
	Iteration 114Q: 3 clusters Score -1504651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1504651.500000 Penalty: 3098.155518
	Iteration 115Q: 3 clusters Score -1504652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1504652.000000 Penalty: 3098.155518
	Iteration 116Q: 3 clusters Score -1504652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1504653.500000 Penalty: 3098.155518
	Iteration 117Q: 3 clusters Score -1504654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1504656.500000 Penalty: 3098.155518
	Iteration 118Q: 3 clusters Score -1504656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1504654.500000 Penalty: 3098.155518
	Iteration 119Q: 3 clusters Score -1504654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1504656.875000 Penalty: 3098.155518
	Iteration 120F: 3 clusters Score -1504657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1504655.125000 Penalty: 3098.155518
	Iteration 121Q: 3 clusters Score -1504655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1504661.750000 Penalty: 3098.155518
	Iteration 122Q: 3 clusters Score -1504662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1504665.000000 Penalty: 3098.155518
	Iteration 123Q: 3 clusters Score -1504665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1504667.750000 Penalty: 3098.155518
	Iteration 124Q: 3 clusters Score -1504668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1504672.750000 Penalty: 3098.155518
	Iteration 125Q: 3 clusters Score -1504673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1504676.500000 Penalty: 3098.155518
	Iteration 126Q: 3 clusters Score -1504676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1504679.875000 Penalty: 3098.155518
	Iteration 127Q: 3 clusters Score -1504680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1504682.250000 Penalty: 3098.155518
	Iteration 128Q: 3 clusters Score -1504682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1504685.625000 Penalty: 3098.155518
	Iteration 129Q: 3 clusters Score -1504686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1504684.375000 Penalty: 3098.155518
	Iteration 130Q: 3 clusters Score -1504684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1504686.625000 Penalty: 3098.155518
	Iteration 131Q: 3 clusters Score -1504687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1504687.250000 Penalty: 3098.155518
	Iteration 132Q: 3 clusters Score -1504687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1504685.375000 Penalty: 3098.155518
	Iteration 133Q: 3 clusters Score -1504685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1504686.000000 Penalty: 3098.155518
	Iteration 134Q: 3 clusters Score -1504686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1504685.375000 Penalty: 3098.155518
	Iteration 135Q: 3 clusters Score -1504685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1504687.750000 Penalty: 3098.155518
	Iteration 136Q: 3 clusters Score -1504688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1504686.375000 Penalty: 3098.155518
	Iteration 137Q: 3 clusters Score -1504686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1504688.000000 Penalty: 3098.155518
	Iteration 138Q: 3 clusters Score -1504688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1504688.000000 Penalty: 3098.155518
	Iteration 139Q: 3 clusters Score -1504688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1504690.750000 Penalty: 3098.155518
	Iteration 140F: 3 clusters Score -1504691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1504689.125000 Penalty: 3098.155518
	Iteration 141Q: 3 clusters Score -1504689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1504689.250000 Penalty: 3098.155518
	Iteration 142Q: 3 clusters Score -1504689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1504692.750000 Penalty: 3098.155518
	Iteration 143Q: 3 clusters Score -1504693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1504693.375000 Penalty: 3098.155518
	Iteration 144Q: 3 clusters Score -1504693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1504694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1504693.625000 Penalty: 3098.155518
	Iteration 146F: 3 clusters Score -1504694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -5999928.000000 Penalty: 1780.506470
	Iteration 0F: 2 clusters Score -5999928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5961536.000000 Penalty: 3561.012939
	Iteration 0F: 3 clusters Score -5961536 nChanged 26973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5976931.500000 Penalty: 3561.012939
	Iteration 1F: 3 clusters Score -5976932 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5977457.500000 Penalty: 3561.012939
	Iteration 2Q: 3 clusters Score -5977458 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5978112.500000 Penalty: 3561.012939
	Iteration 3Q: 3 clusters Score -5978112 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5979049.000000 Penalty: 3561.012939
	Iteration 4Q: 3 clusters Score -5979049 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5980344 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5982097 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5983973.500000 Penalty: 3561.012939
	Iteration 7F: 3 clusters Score -5983974 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5985753 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5987273 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5988576.500000 Penalty: 3561.012939
	Iteration 10Q: 3 clusters Score -5988576 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5989525.500000 Penalty: 3561.012939
	Iteration 11Q: 3 clusters Score -5989526 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5990337.500000 Penalty: 3561.012939
	Iteration 12Q: 3 clusters Score -5990338 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5991171.000000 Penalty: 3561.012939
	Iteration 13Q: 3 clusters Score -5991171 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -5992046.500000 Penalty: 3561.012939
	Iteration 14Q: 3 clusters Score -5992046 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5992973.000000 Penalty: 3561.012939
	Iteration 15Q: 3 clusters Score -5992973 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5993805.000000 Penalty: 3561.012939
	Iteration 16Q: 3 clusters Score -5993805 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5994601.500000 Penalty: 3561.012939
	Iteration 17Q: 3 clusters Score -5994602 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -5995297.000000 Penalty: 3561.012939
	Iteration 18Q: 3 clusters Score -5995297 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5995927.000000 Penalty: 3561.012939
	Iteration 19Q: 3 clusters Score -5995927 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5996463.500000 Penalty: 3561.012939
	Iteration 20F: 3 clusters Score -5996464 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5996868.000000 Penalty: 3561.012939
	Iteration 21Q: 3 clusters Score -5996868 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5997169.000000 Penalty: 3561.012939
	Iteration 22Q: 3 clusters Score -5997169 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5997430.000000 Penalty: 3561.012939
	Iteration 23Q: 3 clusters Score -5997430 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5997679.500000 Penalty: 3561.012939
	Iteration 24Q: 3 clusters Score -5997680 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -5997844.500000 Penalty: 3561.012939
	Iteration 25Q: 3 clusters Score -5997844 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -5998024.000000 Penalty: 3561.012939
	Iteration 26Q: 3 clusters Score -5998024 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5998188.500000 Penalty: 3561.012939
	Iteration 27Q: 3 clusters Score -5998188 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5998324.500000 Penalty: 3561.012939
	Iteration 28Q: 3 clusters Score -5998324 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -5998417.500000 Penalty: 3561.012939
	Iteration 29Q: 3 clusters Score -5998418 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5998476.500000 Penalty: 3561.012939
	Iteration 30Q: 3 clusters Score -5998476 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -5998534.500000 Penalty: 3561.012939
	Iteration 31Q: 3 clusters Score -5998534 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5998599.000000 Penalty: 3561.012939
	Iteration 32Q: 3 clusters Score -5998599 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -5998661.000000 Penalty: 3561.012939
	Iteration 33Q: 3 clusters Score -5998661 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5998708.000000 Penalty: 3561.012939
	Iteration 34Q: 3 clusters Score -5998708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -5998745.000000 Penalty: 3561.012939
	Iteration 35Q: 3 clusters Score -5998745 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -5998771.000000 Penalty: 3561.012939
	Iteration 36Q: 3 clusters Score -5998771 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5998810.000000 Penalty: 3561.012939
	Iteration 37Q: 3 clusters Score -5998810 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -5998861.500000 Penalty: 3561.012939
	Iteration 38Q: 3 clusters Score -5998862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -5998888.500000 Penalty: 3561.012939
	Iteration 39Q: 3 clusters Score -5998888 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5998901.500000 Penalty: 3561.012939
	Iteration 40F: 3 clusters Score -5998902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5998915.000000 Penalty: 3561.012939
	Iteration 41Q: 3 clusters Score -5998915 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -5998933.000000 Penalty: 3561.012939
	Iteration 42Q: 3 clusters Score -5998933 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5998949.500000 Penalty: 3561.012939
	Iteration 43Q: 3 clusters Score -5998950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5998954.500000 Penalty: 3561.012939
	Iteration 44Q: 3 clusters Score -5998954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5998958.000000 Penalty: 3561.012939
	Iteration 45Q: 3 clusters Score -5998958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -5998966.000000 Penalty: 3561.012939
	Iteration 46Q: 3 clusters Score -5998966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5998957.500000 Penalty: 3561.012939
	Iteration 47Q: 3 clusters Score -5998958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5998961.500000 Penalty: 3561.012939
	Iteration 48Q: 3 clusters Score -5998962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5998969.000000 Penalty: 3561.012939
	Iteration 49Q: 3 clusters Score -5998969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5998985.000000 Penalty: 3561.012939
	Iteration 50Q: 3 clusters Score -5998985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5998985.500000 Penalty: 3561.012939
	Iteration 51Q: 3 clusters Score -5998986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -5998986.000000 Penalty: 3561.012939
	Iteration 52Q: 3 clusters Score -5998986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5998990.000000 Penalty: 3561.012939
	Iteration 53Q: 3 clusters Score -5998990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5998997.500000 Penalty: 3561.012939
	Iteration 54Q: 3 clusters Score -5998998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5999001.000000 Penalty: 3561.012939
	Iteration 55Q: 3 clusters Score -5999001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5999017.000000 Penalty: 3561.012939
	Iteration 56Q: 3 clusters Score -5999017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5999013.000000 Penalty: 3561.012939
	Iteration 57Q: 3 clusters Score -5999013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5999009.500000 Penalty: 3561.012939
	Iteration 58Q: 3 clusters Score -5999010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5999014.500000 Penalty: 3561.012939
	Iteration 59Q: 3 clusters Score -5999014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5999018.000000 Penalty: 3561.012939
	Iteration 60F: 3 clusters Score -5999018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5999029.000000 Penalty: 3561.012939
	Iteration 61Q: 3 clusters Score -5999029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5999020.500000 Penalty: 3561.012939
	Iteration 62Q: 3 clusters Score -5999020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5999023.500000 Penalty: 3561.012939
	Iteration 63Q: 3 clusters Score -5999024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5999019.000000 Penalty: 3561.012939
	Iteration 64Q: 3 clusters Score -5999019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5999019.500000 Penalty: 3561.012939
	Iteration 65Q: 3 clusters Score -5999020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5999021.500000 Penalty: 3561.012939
	Iteration 66Q: 3 clusters Score -5999022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5999021.000000 Penalty: 3561.012939
	Iteration 67Q: 3 clusters Score -5999021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5999018.500000 Penalty: 3561.012939
	Iteration 68Q: 3 clusters Score -5999018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5999018.500000 Penalty: 3561.012939
	Iteration 69Q: 3 clusters Score -5999018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5999018.500000 Penalty: 3561.012939
	Iteration 70Q: 3 clusters Score -5999018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5999027.000000 Penalty: 3561.012939
	Iteration 71Q: 3 clusters Score -5999027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5999023.500000 Penalty: 3561.012939
	Iteration 72Q: 3 clusters Score -5999024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5999019.000000 Penalty: 3561.012939
	Iteration 73Q: 3 clusters Score -5999019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5999020.000000 Penalty: 3561.012939
	Iteration 74Q: 3 clusters Score -5999020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5999020.500000 Penalty: 3561.012939
	Iteration 75Q: 3 clusters Score -5999020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -5999012.500000 Penalty: 3561.012939
	Iteration 76Q: 3 clusters Score -5999012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5999015.000000 Penalty: 3561.012939
	Iteration 77Q: 3 clusters Score -5999015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5999013.500000 Penalty: 3561.012939
	Iteration 78Q: 3 clusters Score -5999014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5999018.500000 Penalty: 3561.012939
	Iteration 79Q: 3 clusters Score -5999018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5999028.000000 Penalty: 3561.012939
	Iteration 80F: 3 clusters Score -5999028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5999022.000000 Penalty: 3561.012939
	Iteration 81Q: 3 clusters Score -5999022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5999029.500000 Penalty: 3561.012939
	Iteration 82Q: 3 clusters Score -5999030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5999031.500000 Penalty: 3561.012939
	Iteration 83Q: 3 clusters Score -5999032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5999031.500000 Penalty: 3561.012939
	Iteration 84F: 3 clusters Score -5999032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -819648.687500 Penalty: 1459.339355
	Iteration 0F: 2 clusters Score -819648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -813790.812500 Penalty: 2918.678711
	Iteration 0F: 3 clusters Score -813790.8 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -815515.187500 Penalty: 2918.678711
	Iteration 1F: 3 clusters Score -815515.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -815721.187500 Penalty: 2918.678711
	Iteration 2F: 3 clusters Score -815721.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -815903.437500 Penalty: 2918.678711
	Iteration 3F: 3 clusters Score -815903.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -816078.625000 Penalty: 2918.678711
	Iteration 4Q: 3 clusters Score -816078.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -816294.875000 Penalty: 2918.678711
	Iteration 5Q: 3 clusters Score -816294.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -816556.625000 Penalty: 2918.678711
	Iteration 6Q: 3 clusters Score -816556.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -816826.687500 Penalty: 2918.678711
	Iteration 7Q: 3 clusters Score -816826.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -817110.187500 Penalty: 2918.678711
	Iteration 8Q: 3 clusters Score -817110.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -817377.875000 Penalty: 2918.678711
	Iteration 9Q: 3 clusters Score -817377.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -817599.125000 Penalty: 2918.678711
	Iteration 10Q: 3 clusters Score -817599.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -817750.500000 Penalty: 2918.678711
	Iteration 11Q: 3 clusters Score -817750.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -817869.187500 Penalty: 2918.678711
	Iteration 12Q: 3 clusters Score -817869.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -817947.750000 Penalty: 2918.678711
	Iteration 13Q: 3 clusters Score -817947.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -817998.812500 Penalty: 2918.678711
	Iteration 14Q: 3 clusters Score -817998.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -818037.625000 Penalty: 2918.678711
	Iteration 15Q: 3 clusters Score -818037.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -818072.062500 Penalty: 2918.678711
	Iteration 16Q: 3 clusters Score -818072.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -818095.312500 Penalty: 2918.678711
	Iteration 17Q: 3 clusters Score -818095.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -818113.187500 Penalty: 2918.678711
	Iteration 18Q: 3 clusters Score -818113.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -818127.062500 Penalty: 2918.678711
	Iteration 19Q: 3 clusters Score -818127.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -818138.625000 Penalty: 2918.678711
	Iteration 20F: 3 clusters Score -818138.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -818149.625000 Penalty: 2918.678711
	Iteration 21Q: 3 clusters Score -818149.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -818159.500000 Penalty: 2918.678711
	Iteration 22Q: 3 clusters Score -818159.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -818172.875000 Penalty: 2918.678711
	Iteration 23Q: 3 clusters Score -818172.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -818187.437500 Penalty: 2918.678711
	Iteration 24Q: 3 clusters Score -818187.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -818197.500000 Penalty: 2918.678711
	Iteration 25Q: 3 clusters Score -818197.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -818207.062500 Penalty: 2918.678711
	Iteration 26Q: 3 clusters Score -818207.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -818216.687500 Penalty: 2918.678711
	Iteration 27Q: 3 clusters Score -818216.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -818224.625000 Penalty: 2918.678711
	Iteration 28Q: 3 clusters Score -818224.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -818232.500000 Penalty: 2918.678711
	Iteration 29Q: 3 clusters Score -818232.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -818240.937500 Penalty: 2918.678711
	Iteration 30Q: 3 clusters Score -818240.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -818249.625000 Penalty: 2918.678711
	Iteration 31Q: 3 clusters Score -818249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -818259.562500 Penalty: 2918.678711
	Iteration 32Q: 3 clusters Score -818259.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -818267.375000 Penalty: 2918.678711
	Iteration 33Q: 3 clusters Score -818267.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -818273.937500 Penalty: 2918.678711
	Iteration 34Q: 3 clusters Score -818273.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -818284.312500 Penalty: 2918.678711
	Iteration 35Q: 3 clusters Score -818284.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -818288.875000 Penalty: 2918.678711
	Iteration 36Q: 3 clusters Score -818288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -818288.250000 Penalty: 2918.678711
	Iteration 37Q: 3 clusters Score -818288.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -818291.875000 Penalty: 2918.678711
	Iteration 38Q: 3 clusters Score -818291.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -818294.000000 Penalty: 2918.678711
	Iteration 39Q: 3 clusters Score -818294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -818298.000000 Penalty: 2918.678711
	Iteration 40F: 3 clusters Score -818298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -818301.875000 Penalty: 2918.678711
	Iteration 41Q: 3 clusters Score -818301.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -818301.562500 Penalty: 2918.678711
	Iteration 42Q: 3 clusters Score -818301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -818303.187500 Penalty: 2918.678711
	Iteration 43Q: 3 clusters Score -818303.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -818306.375000 Penalty: 2918.678711
	Iteration 44Q: 3 clusters Score -818306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -818307.125000 Penalty: 2918.678711
	Iteration 45Q: 3 clusters Score -818307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -818310.562500 Penalty: 2918.678711
	Iteration 46Q: 3 clusters Score -818310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -818312.500000 Penalty: 2918.678711
	Iteration 47Q: 3 clusters Score -818312.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -818312.625000 Penalty: 2918.678711
	Iteration 48Q: 3 clusters Score -818312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -818313.687500 Penalty: 2918.678711
	Iteration 49Q: 3 clusters Score -818313.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -818317.750000 Penalty: 2918.678711
	Iteration 50Q: 3 clusters Score -818317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -818318.562500 Penalty: 2918.678711
	Iteration 51Q: 3 clusters Score -818318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -818319.250000 Penalty: 2918.678711
	Iteration 52Q: 3 clusters Score -818319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -818321.125000 Penalty: 2918.678711
	Iteration 53Q: 3 clusters Score -818321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -818321.187500 Penalty: 2918.678711
	Iteration 54Q: 3 clusters Score -818321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -818323.750000 Penalty: 2918.678711
	Iteration 55Q: 3 clusters Score -818323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -818322.562500 Penalty: 2918.678711
	Iteration 56Q: 3 clusters Score -818322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -818324.375000 Penalty: 2918.678711
	Iteration 57Q: 3 clusters Score -818324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -818325.812500 Penalty: 2918.678711
	Iteration 58Q: 3 clusters Score -818325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -818324.437500 Penalty: 2918.678711
	Iteration 59Q: 3 clusters Score -818324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -818327.625000 Penalty: 2918.678711
	Iteration 60F: 3 clusters Score -818327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -818326.500000 Penalty: 2918.678711
	Iteration 61Q: 3 clusters Score -818326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -818327.375000 Penalty: 2918.678711
	Iteration 62Q: 3 clusters Score -818327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -818327.500000 Penalty: 2918.678711
	Iteration 63Q: 3 clusters Score -818327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -818328.500000 Penalty: 2918.678711
	Iteration 64Q: 3 clusters Score -818328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -818330.187500 Penalty: 2918.678711
	Iteration 65Q: 3 clusters Score -818330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -818330.250000 Penalty: 2918.678711
	Iteration 66Q: 3 clusters Score -818330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -818330.812500 Penalty: 2918.678711
	Iteration 67Q: 3 clusters Score -818330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -818331.000000 Penalty: 2918.678711
	Iteration 68Q: 3 clusters Score -818331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -818331.000000 Penalty: 2918.678711
	Iteration 69F: 3 clusters Score -818331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16986.132812 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16986.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17270.394531 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17270.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17434.904297 Penalty: 1734.699951
	Iteration 2F: 3 clusters Score -17434.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17530.068359 Penalty: 1734.699951
	Iteration 3F: 3 clusters Score -17530.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17576.167969 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17576.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17582.208984 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -17582.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17591.097656 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -17591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17595.648438 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -17595.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17595.648438 Penalty: 1734.699951
	Iteration 8F: 3 clusters Score -17595.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -402503.187500 Penalty: 1353.059082
	Iteration 0F: 2 clusters Score -402503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -399091.843750 Penalty: 2706.118164
	Iteration 0F: 3 clusters Score -399091.8 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -400028.812500 Penalty: 2706.118164
	Iteration 1F: 3 clusters Score -400028.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -400254.343750 Penalty: 2706.118164
	Iteration 2F: 3 clusters Score -400254.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -400448.718750 Penalty: 2706.118164
	Iteration 3F: 3 clusters Score -400448.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -400603.468750 Penalty: 2706.118164
	Iteration 4F: 3 clusters Score -400603.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -400736.437500 Penalty: 2706.118164
	Iteration 5Q: 3 clusters Score -400736.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -400850.281250 Penalty: 2706.118164
	Iteration 6Q: 3 clusters Score -400850.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -400959.531250 Penalty: 2706.118164
	Iteration 7Q: 3 clusters Score -400959.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -401041.312500 Penalty: 2706.118164
	Iteration 8Q: 3 clusters Score -401041.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -401104.531250 Penalty: 2706.118164
	Iteration 9Q: 3 clusters Score -401104.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -401148.593750 Penalty: 2706.118164
	Iteration 10Q: 3 clusters Score -401148.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -401176.218750 Penalty: 2706.118164
	Iteration 11Q: 3 clusters Score -401176.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -401199.093750 Penalty: 2706.118164
	Iteration 12Q: 3 clusters Score -401199.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -401224.906250 Penalty: 2706.118164
	Iteration 13Q: 3 clusters Score -401224.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -401253.468750 Penalty: 2706.118164
	Iteration 14Q: 3 clusters Score -401253.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -401274.031250 Penalty: 2706.118164
	Iteration 15Q: 3 clusters Score -401274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -401288.875000 Penalty: 2706.118164
	Iteration 16Q: 3 clusters Score -401288.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -401311.593750 Penalty: 2706.118164
	Iteration 17Q: 3 clusters Score -401311.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -401325.781250 Penalty: 2706.118164
	Iteration 18Q: 3 clusters Score -401325.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -401342.750000 Penalty: 2706.118164
	Iteration 19Q: 3 clusters Score -401342.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -401357.031250 Penalty: 2706.118164
	Iteration 20F: 3 clusters Score -401357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -401366.906250 Penalty: 2706.118164
	Iteration 21Q: 3 clusters Score -401366.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -401377.437500 Penalty: 2706.118164
	Iteration 22Q: 3 clusters Score -401377.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -401385.343750 Penalty: 2706.118164
	Iteration 23Q: 3 clusters Score -401385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -401390.812500 Penalty: 2706.118164
	Iteration 24Q: 3 clusters Score -401390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -401398.781250 Penalty: 2706.118164
	Iteration 25Q: 3 clusters Score -401398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -401404.468750 Penalty: 2706.118164
	Iteration 26Q: 3 clusters Score -401404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -401408.468750 Penalty: 2706.118164
	Iteration 27Q: 3 clusters Score -401408.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -401412.625000 Penalty: 2706.118164
	Iteration 28Q: 3 clusters Score -401412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -401417.156250 Penalty: 2706.118164
	Iteration 29Q: 3 clusters Score -401417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -401423.187500 Penalty: 2706.118164
	Iteration 30Q: 3 clusters Score -401423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -401425.281250 Penalty: 2706.118164
	Iteration 31Q: 3 clusters Score -401425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -401430.843750 Penalty: 2706.118164
	Iteration 32Q: 3 clusters Score -401430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -401434.250000 Penalty: 2706.118164
	Iteration 33Q: 3 clusters Score -401434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -401441.125000 Penalty: 2706.118164
	Iteration 34Q: 3 clusters Score -401441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -401443.656250 Penalty: 2706.118164
	Iteration 35Q: 3 clusters Score -401443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -401444.718750 Penalty: 2706.118164
	Iteration 36Q: 3 clusters Score -401444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -401444.687500 Penalty: 2706.118164
	Iteration 37Q: 3 clusters Score -401444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -401446.250000 Penalty: 2706.118164
	Iteration 38Q: 3 clusters Score -401446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -401447.125000 Penalty: 2706.118164
	Iteration 39Q: 3 clusters Score -401447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -401446.968750 Penalty: 2706.118164
	Iteration 40F: 3 clusters Score -401447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -401450.875000 Penalty: 2706.118164
	Iteration 41Q: 3 clusters Score -401450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -401455.656250 Penalty: 2706.118164
	Iteration 42Q: 3 clusters Score -401455.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -401461.312500 Penalty: 2706.118164
	Iteration 43Q: 3 clusters Score -401461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -401464.406250 Penalty: 2706.118164
	Iteration 44Q: 3 clusters Score -401464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -401465.906250 Penalty: 2706.118164
	Iteration 45Q: 3 clusters Score -401465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -401466.812500 Penalty: 2706.118164
	Iteration 46Q: 3 clusters Score -401466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -401468.750000 Penalty: 2706.118164
	Iteration 47Q: 3 clusters Score -401468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -401468.812500 Penalty: 2706.118164
	Iteration 48Q: 3 clusters Score -401468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -401468.562500 Penalty: 2706.118164
	Iteration 49Q: 3 clusters Score -401468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -401468.562500 Penalty: 2706.118164
	Iteration 50F: 3 clusters Score -401468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Entering Unmasked Estep 
Score: -15919559.000000 Penalty: 1935.832397
	Iteration 0F: 2 clusters Score -1.591956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -15819676.000000 Penalty: 3871.664795
	Iteration 0F: 3 clusters Score -1.581968e+07 nChanged 72016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -15862274.000000 Penalty: 3871.664795
	Iteration 1F: 3 clusters Score -1.586227e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -15863489.000000 Penalty: 3871.664795
	Iteration 2Q: 3 clusters Score -1.586349e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -15865341.000000 Penalty: 3871.664795
	Iteration 3Q: 3 clusters Score -1.586534e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 92235 members 
Entering Unmasked Estep 
Score: -15868424.000000 Penalty: 3871.664795
	Iteration 4Q: 3 clusters Score -1.586842e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -15873952.000000 Penalty: 3871.664795
	Iteration 5F: 3 clusters Score -1.587395e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 112797 members 
Entering Unmasked Estep 
Score: -15883109.000000 Penalty: 3871.664795
	Iteration 6F: 3 clusters Score -1.588311e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -15895720.000000 Penalty: 3871.664795
	Iteration 7F: 3 clusters Score -1.589572e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -15907793.000000 Penalty: 3871.664795
	Iteration 8F: 3 clusters Score -1.590779e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -15914622.000000 Penalty: 3871.664795
	Iteration 9Q: 3 clusters Score -1.591462e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -15917041.000000 Penalty: 3871.664795
	Iteration 10Q: 3 clusters Score -1.591704e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -15917532.000000 Penalty: 3871.664795
	Iteration 11Q: 3 clusters Score -1.591753e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149013 members 
Entering Unmasked Estep 
Score: -15917702.000000 Penalty: 3871.664795
	Iteration 12Q: 3 clusters Score -1.59177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -15917755.000000 Penalty: 3871.664795
	Iteration 13Q: 3 clusters Score -1.591776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149052 members 
Entering Unmasked Estep 
Score: -15917780.000000 Penalty: 3871.664795
	Iteration 14Q: 3 clusters Score -1.591778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -15917801.000000 Penalty: 3871.664795
	Iteration 15Q: 3 clusters Score -1.59178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 149058 members 
Entering Unmasked Estep 
Score: -15917815.000000 Penalty: 3871.664795
	Iteration 16Q: 3 clusters Score -1.591782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -15917833.000000 Penalty: 3871.664795
	Iteration 17Q: 3 clusters Score -1.591783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -15917824.000000 Penalty: 3871.664795
	Iteration 18Q: 3 clusters Score -1.591782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -15917825.000000 Penalty: 3871.664795
	Iteration 19Q: 3 clusters Score -1.591782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -15917825.000000 Penalty: 3871.664795
	Iteration 20F: 3 clusters Score -1.591782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Entering Unmasked Estep 
Score: -2175591.500000 Penalty: 1607.264404
	Iteration 0F: 2 clusters Score -2175592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2162076.250000 Penalty: 3214.528809
	Iteration 0F: 3 clusters Score -2162076 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2166904.000000 Penalty: 3214.528809
	Iteration 1F: 3 clusters Score -2166904 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2167156.000000 Penalty: 3214.528809
	Iteration 2Q: 3 clusters Score -2167156 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2167338.750000 Penalty: 3214.528809
	Iteration 3Q: 3 clusters Score -2167339 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2167509.500000 Penalty: 3214.528809
	Iteration 4Q: 3 clusters Score -2167510 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2167649.750000 Penalty: 3214.528809
	Iteration 5Q: 3 clusters Score -2167650 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2167811.250000 Penalty: 3214.528809
	Iteration 6Q: 3 clusters Score -2167811 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2167991.250000 Penalty: 3214.528809
	Iteration 7Q: 3 clusters Score -2167991 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2168165.250000 Penalty: 3214.528809
	Iteration 8Q: 3 clusters Score -2168165 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2168465.000000 Penalty: 3214.528809
	Iteration 9Q: 3 clusters Score -2168465 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2168901.750000 Penalty: 3214.528809
	Iteration 10Q: 3 clusters Score -2168902 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2169579.500000 Penalty: 3214.528809
	Iteration 11F: 3 clusters Score -2169580 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2170513.250000 Penalty: 3214.528809
	Iteration 12F: 3 clusters Score -2170513 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2171628.000000 Penalty: 3214.528809
	Iteration 13F: 3 clusters Score -2171628 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2172763.000000 Penalty: 3214.528809
	Iteration 14F: 3 clusters Score -2172763 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2173498.000000 Penalty: 3214.528809
	Iteration 15Q: 3 clusters Score -2173498 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2173848.500000 Penalty: 3214.528809
	Iteration 16Q: 3 clusters Score -2173848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2174002.000000 Penalty: 3214.528809
	Iteration 17Q: 3 clusters Score -2174002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2174085.500000 Penalty: 3214.528809
	Iteration 18Q: 3 clusters Score -2174086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2174133.250000 Penalty: 3214.528809
	Iteration 19Q: 3 clusters Score -2174133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2174151.250000 Penalty: 3214.528809
	Iteration 20F: 3 clusters Score -2174151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2174164.750000 Penalty: 3214.528809
	Iteration 21Q: 3 clusters Score -2174165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2174174.750000 Penalty: 3214.528809
	Iteration 22Q: 3 clusters Score -2174175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2174177.000000 Penalty: 3214.528809
	Iteration 23Q: 3 clusters Score -2174177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2174179.250000 Penalty: 3214.528809
	Iteration 24Q: 3 clusters Score -2174179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2174184.250000 Penalty: 3214.528809
	Iteration 25Q: 3 clusters Score -2174184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2174188.750000 Penalty: 3214.528809
	Iteration 26Q: 3 clusters Score -2174189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2174190.000000 Penalty: 3214.528809
	Iteration 27Q: 3 clusters Score -2174190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2174191.500000 Penalty: 3214.528809
	Iteration 28Q: 3 clusters Score -2174192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2174191.500000 Penalty: 3214.528809
	Iteration 29F: 3 clusters Score -2174192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Entering Unmasked Estep 
Score: -16340933.000000 Penalty: 1939.613037
	Iteration 0F: 2 clusters Score -1.634093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -16240027.000000 Penalty: 3879.226074
	Iteration 0F: 3 clusters Score -1.624003e+07 nChanged 73671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -16283539.000000 Penalty: 3879.226074
	Iteration 1F: 3 clusters Score -1.628354e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -16284547.000000 Penalty: 3879.226074
	Iteration 2Q: 3 clusters Score -1.628455e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -16286076.000000 Penalty: 3879.226074
	Iteration 3Q: 3 clusters Score -1.628608e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -16288384.000000 Penalty: 3879.226074
	Iteration 4Q: 3 clusters Score -1.628838e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -16292434.000000 Penalty: 3879.226074
	Iteration 5F: 3 clusters Score -1.629243e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -16299496.000000 Penalty: 3879.226074
	Iteration 6F: 3 clusters Score -1.62995e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -16309331.000000 Penalty: 3879.226074
	Iteration 7F: 3 clusters Score -1.630933e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 121736 members 
Entering Unmasked Estep 
Score: -16319621.000000 Penalty: 3879.226074
	Iteration 8F: 3 clusters Score -1.631962e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -16326459.000000 Penalty: 3879.226074
	Iteration 9F: 3 clusters Score -1.632646e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -16330210.000000 Penalty: 3879.226074
	Iteration 10Q: 3 clusters Score -1.633021e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 134632 members 
Entering Unmasked Estep 
Score: -16332210.000000 Penalty: 3879.226074
	Iteration 11Q: 3 clusters Score -1.633221e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 136944 members 
Entering Unmasked Estep 
Score: -16333647.000000 Penalty: 3879.226074
	Iteration 12Q: 3 clusters Score -1.633365e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 139010 members 
Entering Unmasked Estep 
Score: -16334662.000000 Penalty: 3879.226074
	Iteration 13Q: 3 clusters Score -1.633466e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -16335459.000000 Penalty: 3879.226074
	Iteration 14Q: 3 clusters Score -1.633546e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -16336146.000000 Penalty: 3879.226074
	Iteration 15Q: 3 clusters Score -1.633615e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 144007 members 
Entering Unmasked Estep 
Score: -16336767.000000 Penalty: 3879.226074
	Iteration 16Q: 3 clusters Score -1.633677e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -16337356.000000 Penalty: 3879.226074
	Iteration 17Q: 3 clusters Score -1.633736e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 146482 members 
Entering Unmasked Estep 
Score: -16337882.000000 Penalty: 3879.226074
	Iteration 18Q: 3 clusters Score -1.633788e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -16338313.000000 Penalty: 3879.226074
	Iteration 19Q: 3 clusters Score -1.633831e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -16338675.000000 Penalty: 3879.226074
	Iteration 20F: 3 clusters Score -1.633868e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -16338942.000000 Penalty: 3879.226074
	Iteration 21Q: 3 clusters Score -1.633894e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 149430 members 
Entering Unmasked Estep 
Score: -16339176.000000 Penalty: 3879.226074
	Iteration 22Q: 3 clusters Score -1.633918e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -16339373.000000 Penalty: 3879.226074
	Iteration 23Q: 3 clusters Score -1.633937e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -16339516.000000 Penalty: 3879.226074
	Iteration 24Q: 3 clusters Score -1.633952e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -16339618.000000 Penalty: 3879.226074
	Iteration 25Q: 3 clusters Score -1.633962e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 150570 members 
Entering Unmasked Estep 
Score: -16339704.000000 Penalty: 3879.226074
	Iteration 26Q: 3 clusters Score -1.63397e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 150721 members 
Entering Unmasked Estep 
Score: -16339744.000000 Penalty: 3879.226074
	Iteration 27Q: 3 clusters Score -1.633974e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 150853 members 
Entering Unmasked Estep 
Score: -16339789.000000 Penalty: 3879.226074
	Iteration 28Q: 3 clusters Score -1.633979e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -16339852.000000 Penalty: 3879.226074
	Iteration 29Q: 3 clusters Score -1.633985e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -16339886.000000 Penalty: 3879.226074
	Iteration 30Q: 3 clusters Score -1.633989e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 151080 members 
Entering Unmasked Estep 
Score: -16339890.000000 Penalty: 3879.226074
	Iteration 31Q: 3 clusters Score -1.633989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -16339905.000000 Penalty: 3879.226074
	Iteration 32Q: 3 clusters Score -1.63399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -16339904.000000 Penalty: 3879.226074
	Iteration 33Q: 3 clusters Score -1.63399e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -16339937.000000 Penalty: 3879.226074
	Iteration 34Q: 3 clusters Score -1.633994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -16339948.000000 Penalty: 3879.226074
	Iteration 35Q: 3 clusters Score -1.633995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 151235 members 
Entering Unmasked Estep 
Score: -16339943.000000 Penalty: 3879.226074
	Iteration 36Q: 3 clusters Score -1.633994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -16339940.000000 Penalty: 3879.226074
	Iteration 37Q: 3 clusters Score -1.633994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -16339933.000000 Penalty: 3879.226074
	Iteration 38Q: 3 clusters Score -1.633993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -16339936.000000 Penalty: 3879.226074
	Iteration 39Q: 3 clusters Score -1.633994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 151297 members 
Entering Unmasked Estep 
Score: -16339935.000000 Penalty: 3879.226074
	Iteration 40F: 3 clusters Score -1.633994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -16339923.000000 Penalty: 3879.226074
	Iteration 41Q: 3 clusters Score -1.633992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -16339933.000000 Penalty: 3879.226074
	Iteration 42Q: 3 clusters Score -1.633993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -16339911.000000 Penalty: 3879.226074
	Iteration 43Q: 3 clusters Score -1.633991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 151326 members 
Entering Unmasked Estep 
Score: -16339927.000000 Penalty: 3879.226074
	Iteration 44Q: 3 clusters Score -1.633993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -16339914.000000 Penalty: 3879.226074
	Iteration 45Q: 3 clusters Score -1.633991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -16339932.000000 Penalty: 3879.226074
	Iteration 46Q: 3 clusters Score -1.633993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 151340 members 
Entering Unmasked Estep 
Score: -16339933.000000 Penalty: 3879.226074
	Iteration 47Q: 3 clusters Score -1.633993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -16339935.000000 Penalty: 3879.226074
	Iteration 48Q: 3 clusters Score -1.633994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 151346 members 
Entering Unmasked Estep 
Score: -16339926.000000 Penalty: 3879.226074
	Iteration 49Q: 3 clusters Score -1.633993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -16339928.000000 Penalty: 3879.226074
	Iteration 50Q: 3 clusters Score -1.633993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 151351 members 
Entering Unmasked Estep 
Score: -16339923.000000 Penalty: 3879.226074
	Iteration 51Q: 3 clusters Score -1.633992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 151352 members 
Entering Unmasked Estep 
Score: -16339918.000000 Penalty: 3879.226074
	Iteration 52Q: 3 clusters Score -1.633992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 151352 members 
Entering Unmasked Estep 
Score: -16339918.000000 Penalty: 3879.226074
	Iteration 53F: 3 clusters Score -1.633992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150986 members 
Mstep: Class 5 contains 34283 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147625 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 57352 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149166 members 
Mstep: Class 22 contains 19749 members 
Mstep: Class 23 contains 152677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 439Q: 21 clusters Score -8.448116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150986 members 
Mstep: Class 5 contains 34283 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147625 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 57353 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149169 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 152683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481112.000000 Penalty: 44211.253906
Iteration 440F: 21 clusters Score -8.448111e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150983 members 
Mstep: Class 5 contains 34284 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147626 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 14 contains 13806 members 
Mstep: Class 15 contains 57357 members 
Mstep: Class 17 contains 7946 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149170 members 
Mstep: Class 22 contains 19740 members 
Mstep: Class 23 contains 152682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481096.000000 Penalty: 44211.253906
Iteration 441Q: 21 clusters Score -8.44811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 150977 members 
Mstep: Class 5 contains 34284 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147628 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12822 members 
Mstep: Class 14 contains 13807 members 
Mstep: Class 15 contains 57361 members 
Mstep: Class 17 contains 7945 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149179 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 23 contains 152686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 442Q: 21 clusters Score -8.448116e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 150978 members 
Mstep: Class 5 contains 34284 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147634 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 14 contains 13809 members 
Mstep: Class 15 contains 57363 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149185 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 152686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 443Q: 21 clusters Score -8.448114e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150978 members 
Mstep: Class 5 contains 34283 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147652 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 57365 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149194 members 
Mstep: Class 22 contains 19688 members 
Mstep: Class 23 contains 152678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 444Q: 21 clusters Score -8.448114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150976 members 
Mstep: Class 5 contains 34281 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147669 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 13116 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 57364 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149203 members 
Mstep: Class 22 contains 19668 members 
Mstep: Class 23 contains 152673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481144.000000 Penalty: 44211.253906
Iteration 445Q: 21 clusters Score -8.448114e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150975 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147671 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13117 members 
Mstep: Class 12 contains 12827 members 
Mstep: Class 14 contains 13812 members 
Mstep: Class 15 contains 57362 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149223 members 
Mstep: Class 22 contains 19655 members 
Mstep: Class 23 contains 152663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481104.000000 Penalty: 44211.253906
Iteration 446Q: 21 clusters Score -8.44811e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13372 members 
Mstep: Class 4 contains 150976 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147665 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12831 members 
Mstep: Class 14 contains 13812 members 
Mstep: Class 15 contains 57362 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149242 members 
Mstep: Class 22 contains 19640 members 
Mstep: Class 23 contains 152663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481064.000000 Penalty: 44211.253906
Iteration 447Q: 21 clusters Score -8.448106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150982 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147667 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12836 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57364 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149257 members 
Mstep: Class 22 contains 19618 members 
Mstep: Class 23 contains 152658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481016.000000 Penalty: 44211.253906
Iteration 448Q: 21 clusters Score -8.448102e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150979 members 
Mstep: Class 5 contains 34275 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147690 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12838 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 15 contains 57367 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149266 members 
Mstep: Class 22 contains 19601 members 
Mstep: Class 23 contains 152645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481104.000000 Penalty: 44211.253906
Iteration 449Q: 21 clusters Score -8.44811e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 150985 members 
Mstep: Class 5 contains 34274 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147700 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 57365 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149272 members 
Mstep: Class 22 contains 19588 members 
Mstep: Class 23 contains 152634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481080.000000 Penalty: 44211.253906
Iteration 450Q: 21 clusters Score -8.448108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 150991 members 
Mstep: Class 5 contains 34275 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147712 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57367 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149269 members 
Mstep: Class 22 contains 19578 members 
Mstep: Class 23 contains 152631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481000.000000 Penalty: 44211.253906
Iteration 451Q: 21 clusters Score -8.4481e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13367 members 
Mstep: Class 4 contains 150994 members 
Mstep: Class 5 contains 34276 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147715 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 14 contains 13815 members 
Mstep: Class 15 contains 57371 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149272 members 
Mstep: Class 22 contains 19573 members 
Mstep: Class 23 contains 152621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481072.000000 Penalty: 44211.253906
Iteration 452Q: 21 clusters Score -8.448107e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13369 members 
Mstep: Class 4 contains 150986 members 
Mstep: Class 5 contains 34276 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147721 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12843 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57379 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149272 members 
Mstep: Class 22 contains 19569 members 
Mstep: Class 23 contains 152614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481024.000000 Penalty: 44211.253906
Iteration 453Q: 21 clusters Score -8.448102e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13369 members 
Mstep: Class 4 contains 150985 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147727 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12842 members 
Mstep: Class 14 contains 13819 members 
Mstep: Class 15 contains 57382 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149268 members 
Mstep: Class 22 contains 19556 members 
Mstep: Class 23 contains 152616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481048.000000 Penalty: 44211.253906
Iteration 454Q: 21 clusters Score -8.448105e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13369 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147730 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57387 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149271 members 
Mstep: Class 22 contains 19550 members 
Mstep: Class 23 contains 152612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481064.000000 Penalty: 44211.253906
Iteration 455Q: 21 clusters Score -8.448106e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147729 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12846 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 57393 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149276 members 
Mstep: Class 22 contains 19540 members 
Mstep: Class 23 contains 152613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481048.000000 Penalty: 44211.253906
Iteration 456Q: 21 clusters Score -8.448105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 150998 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147727 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 14 contains 13820 members 
Mstep: Class 15 contains 57399 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149272 members 
Mstep: Class 22 contains 19536 members 
Mstep: Class 23 contains 152604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481184.000000 Penalty: 44211.253906
Iteration 457Q: 21 clusters Score -8.448118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 150990 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147730 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12846 members 
Mstep: Class 14 contains 13818 members 
Mstep: Class 15 contains 57404 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 149278 members 
Mstep: Class 22 contains 19532 members 
Mstep: Class 23 contains 152602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481136.000000 Penalty: 44211.253906
Iteration 458Q: 21 clusters Score -8.448114e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150980 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147731 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 13489 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12849 members 
Mstep: Class 14 contains 13820 members 
Mstep: Class 15 contains 57411 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149279 members 
Mstep: Class 22 contains 19529 members 
Mstep: Class 23 contains 152606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481160.000000 Penalty: 44211.253906
Iteration 459Q: 21 clusters Score -8.448116e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150977 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147729 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13115 members 
Mstep: Class 12 contains 12852 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 57411 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149294 members 
Mstep: Class 22 contains 19514 members 
Mstep: Class 23 contains 152602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 460F: 21 clusters Score -8.448127e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150984 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147734 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 12857 members 
Mstep: Class 14 contains 13820 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149299 members 
Mstep: Class 22 contains 19498 members 
Mstep: Class 23 contains 152595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481328.000000 Penalty: 44211.253906
Iteration 461Q: 21 clusters Score -8.448133e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 150979 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147752 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4525 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57411 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149304 members 
Mstep: Class 22 contains 19485 members 
Mstep: Class 23 contains 152592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481256.000000 Penalty: 44211.253906
Iteration 462Q: 21 clusters Score -8.448126e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 150974 members 
Mstep: Class 5 contains 34275 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147764 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57412 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149310 members 
Mstep: Class 22 contains 19480 members 
Mstep: Class 23 contains 152578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481312.000000 Penalty: 44211.253906
Iteration 463Q: 21 clusters Score -8.448131e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150963 members 
Mstep: Class 5 contains 34275 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147773 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 57413 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149317 members 
Mstep: Class 22 contains 19476 members 
Mstep: Class 23 contains 152572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481368.000000 Penalty: 44211.253906
Iteration 464Q: 21 clusters Score -8.448137e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150957 members 
Mstep: Class 5 contains 34274 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147788 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13104 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57416 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149329 members 
Mstep: Class 22 contains 19462 members 
Mstep: Class 23 contains 152562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481472.000000 Penalty: 44211.253906
Iteration 465Q: 21 clusters Score -8.448147e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13365 members 
Mstep: Class 4 contains 150958 members 
Mstep: Class 5 contains 34276 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147805 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 12866 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 57419 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149334 members 
Mstep: Class 22 contains 19447 members 
Mstep: Class 23 contains 152546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481552.000000 Penalty: 44211.253906
Iteration 466Q: 21 clusters Score -8.448155e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 150962 members 
Mstep: Class 5 contains 34277 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147805 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 12870 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57422 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149341 members 
Mstep: Class 22 contains 19440 members 
Mstep: Class 23 contains 152534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481424.000000 Penalty: 44211.253906
Iteration 467Q: 21 clusters Score -8.448142e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 150966 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147803 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 12871 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57428 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149353 members 
Mstep: Class 22 contains 19433 members 
Mstep: Class 23 contains 152519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481448.000000 Penalty: 44211.253906
Iteration 468Q: 21 clusters Score -8.448145e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 150980 members 
Mstep: Class 5 contains 34283 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147800 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 11 contains 13100 members 
Mstep: Class 12 contains 12876 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 15 contains 57438 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149343 members 
Mstep: Class 22 contains 19427 members 
Mstep: Class 23 contains 152512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481488.000000 Penalty: 44211.253906
Iteration 469Q: 21 clusters Score -8.448149e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 150987 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147790 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12878 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 57441 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149332 members 
Mstep: Class 22 contains 19425 members 
Mstep: Class 23 contains 152522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481480.000000 Penalty: 44211.253906
Iteration 470Q: 21 clusters Score -8.448148e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 150994 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147779 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 13489 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12882 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 57448 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149326 members 
Mstep: Class 22 contains 19414 members 
Mstep: Class 23 contains 152531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481360.000000 Penalty: 44211.253906
Iteration 471Q: 21 clusters Score -8.448136e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151003 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147776 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12882 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57451 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149328 members 
Mstep: Class 22 contains 19405 members 
Mstep: Class 23 contains 152531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481488.000000 Penalty: 44211.253906
Iteration 472Q: 21 clusters Score -8.448149e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151007 members 
Mstep: Class 5 contains 34282 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147756 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12891 members 
Mstep: Class 14 contains 13825 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149341 members 
Mstep: Class 22 contains 19394 members 
Mstep: Class 23 contains 152532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481488.000000 Penalty: 44211.253906
Iteration 473Q: 21 clusters Score -8.448149e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151000 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147746 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12895 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 149346 members 
Mstep: Class 22 contains 19392 members 
Mstep: Class 23 contains 152532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481528.000000 Penalty: 44211.253906
Iteration 474Q: 21 clusters Score -8.448153e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 150996 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147732 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12903 members 
Mstep: Class 14 contains 13826 members 
Mstep: Class 15 contains 57448 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 149358 members 
Mstep: Class 22 contains 19398 members 
Mstep: Class 23 contains 152519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481432.000000 Penalty: 44211.253906
Iteration 475Q: 21 clusters Score -8.448143e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151001 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147723 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149351 members 
Mstep: Class 22 contains 19394 members 
Mstep: Class 23 contains 152522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481368.000000 Penalty: 44211.253906
Iteration 476Q: 21 clusters Score -8.448137e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 150998 members 
Mstep: Class 5 contains 34292 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147733 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 14 contains 13834 members 
Mstep: Class 15 contains 57447 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149343 members 
Mstep: Class 22 contains 19395 members 
Mstep: Class 23 contains 152519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481400.000000 Penalty: 44211.253906
Iteration 477Q: 21 clusters Score -8.44814e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151000 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147728 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4554 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 14 contains 13831 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149345 members 
Mstep: Class 22 contains 19385 members 
Mstep: Class 23 contains 152524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481288.000000 Penalty: 44211.253906
Iteration 478Q: 21 clusters Score -8.448129e+07 nChanged 156
Entering ConstructFrom: 
Score: -84481288.000000 Penalty: 44211.253906
Entering ConstructFrom: 
Trying to split cluster 1 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -994701.812500 Penalty: 1489.504150
	Iteration 0F: 2 clusters Score -994701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -987795.312500 Penalty: 2979.008301
	Iteration 0F: 3 clusters Score -987795.3 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -990005.437500 Penalty: 2979.008301
	Iteration 1F: 3 clusters Score -990005.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -990203.812500 Penalty: 2979.008301
	Iteration 2F: 3 clusters Score -990203.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -990346.937500 Penalty: 2979.008301
	Iteration 3Q: 3 clusters Score -990346.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -990441.312500 Penalty: 2979.008301
	Iteration 4Q: 3 clusters Score -990441.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -990498.000000 Penalty: 2979.008301
	Iteration 5Q: 3 clusters Score -990498 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -990539.687500 Penalty: 2979.008301
	Iteration 6Q: 3 clusters Score -990539.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -990569.812500 Penalty: 2979.008301
	Iteration 7Q: 3 clusters Score -990569.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -990602.250000 Penalty: 2979.008301
	Iteration 8Q: 3 clusters Score -990602.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -990631.812500 Penalty: 2979.008301
	Iteration 9Q: 3 clusters Score -990631.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -990658.687500 Penalty: 2979.008301
	Iteration 10Q: 3 clusters Score -990658.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -990689.437500 Penalty: 2979.008301
	Iteration 11Q: 3 clusters Score -990689.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -990723.875000 Penalty: 2979.008301
	Iteration 12Q: 3 clusters Score -990723.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -990751.187500 Penalty: 2979.008301
	Iteration 13Q: 3 clusters Score -990751.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -990785.062500 Penalty: 2979.008301
	Iteration 14Q: 3 clusters Score -990785.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -990822.562500 Penalty: 2979.008301
	Iteration 15Q: 3 clusters Score -990822.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -990874.125000 Penalty: 2979.008301
	Iteration 16Q: 3 clusters Score -990874.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -990946.937500 Penalty: 2979.008301
	Iteration 17Q: 3 clusters Score -990946.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -991032.125000 Penalty: 2979.008301
	Iteration 18Q: 3 clusters Score -991032.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -991158.750000 Penalty: 2979.008301
	Iteration 19Q: 3 clusters Score -991158.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -991316.187500 Penalty: 2979.008301
	Iteration 20F: 3 clusters Score -991316.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -991500.312500 Penalty: 2979.008301
	Iteration 21Q: 3 clusters Score -991500.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -991731.250000 Penalty: 2979.008301
	Iteration 22Q: 3 clusters Score -991731.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -992058.437500 Penalty: 2979.008301
	Iteration 23Q: 3 clusters Score -992058.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -992427.500000 Penalty: 2979.008301
	Iteration 24Q: 3 clusters Score -992427.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -992758.250000 Penalty: 2979.008301
	Iteration 25Q: 3 clusters Score -992758.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -993003.187500 Penalty: 2979.008301
	Iteration 26Q: 3 clusters Score -993003.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -993144.625000 Penalty: 2979.008301
	Iteration 27Q: 3 clusters Score -993144.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -993230.062500 Penalty: 2979.008301
	Iteration 28Q: 3 clusters Score -993230.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -993275.625000 Penalty: 2979.008301
	Iteration 29Q: 3 clusters Score -993275.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -993311.687500 Penalty: 2979.008301
	Iteration 30Q: 3 clusters Score -993311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -993335.375000 Penalty: 2979.008301
	Iteration 31Q: 3 clusters Score -993335.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -993353.125000 Penalty: 2979.008301
	Iteration 32Q: 3 clusters Score -993353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -993364.125000 Penalty: 2979.008301
	Iteration 33Q: 3 clusters Score -993364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -993371.250000 Penalty: 2979.008301
	Iteration 34Q: 3 clusters Score -993371.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -993382.687500 Penalty: 2979.008301
	Iteration 35Q: 3 clusters Score -993382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -993394.250000 Penalty: 2979.008301
	Iteration 36Q: 3 clusters Score -993394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -993395.562500 Penalty: 2979.008301
	Iteration 37Q: 3 clusters Score -993395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -993397.312500 Penalty: 2979.008301
	Iteration 38Q: 3 clusters Score -993397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -993397.312500 Penalty: 2979.008301
	Iteration 39F: 3 clusters Score -993397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -248303.218750 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -248303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -245894.484375 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -245894.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -246538.031250 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -246538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -246701.671875 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -246701.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -246817.203125 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -246817.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -246905.250000 Penalty: 2545.404541
	Iteration 4Q: 3 clusters Score -246905.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -246992.781250 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -246992.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -247074.765625 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -247074.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -247169.437500 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -247169.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -247239.625000 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -247239.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -247287.843750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -247287.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -247327.921875 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -247327.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247375.031250 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -247375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -247417.312500 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -247417.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -247466.890625 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -247466.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -247516.031250 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -247516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -247551.906250 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -247551.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -247586.687500 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -247586.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -247612.671875 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -247612.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -247630.437500 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -247630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -247642.406250 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -247642.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -247651.562500 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -247651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -247654.625000 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -247654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -247658.125000 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -247658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -247660.687500 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -247660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -247665.015625 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -247665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -247667.750000 Penalty: 2545.404541
	Iteration 25Q: 3 clusters Score -247667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -247668.156250 Penalty: 2545.404541
	Iteration 26Q: 3 clusters Score -247668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -247668.984375 Penalty: 2545.404541
	Iteration 27Q: 3 clusters Score -247669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -247670.578125 Penalty: 2545.404541
	Iteration 28Q: 3 clusters Score -247670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -247671.968750 Penalty: 2545.404541
	Iteration 29Q: 3 clusters Score -247672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247673.000000 Penalty: 2545.404541
	Iteration 30Q: 3 clusters Score -247673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247673.000000 Penalty: 2545.404541
	Iteration 31F: 3 clusters Score -247673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -1400327.750000 Penalty: 1543.789795
	Iteration 0F: 2 clusters Score -1400328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1391016.500000 Penalty: 3087.579590
	Iteration 0F: 3 clusters Score -1391016 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1394292.750000 Penalty: 3087.579590
	Iteration 1F: 3 clusters Score -1394293 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1394753.750000 Penalty: 3087.579590
	Iteration 2F: 3 clusters Score -1394754 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1395239.500000 Penalty: 3087.579590
	Iteration 3F: 3 clusters Score -1395240 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1395661.625000 Penalty: 3087.579590
	Iteration 4F: 3 clusters Score -1395662 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1396020.625000 Penalty: 3087.579590
	Iteration 5Q: 3 clusters Score -1396021 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1396375.000000 Penalty: 3087.579590
	Iteration 6Q: 3 clusters Score -1396375 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1396676.750000 Penalty: 3087.579590
	Iteration 7Q: 3 clusters Score -1396677 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1396970.875000 Penalty: 3087.579590
	Iteration 8Q: 3 clusters Score -1396971 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1397257.250000 Penalty: 3087.579590
	Iteration 9Q: 3 clusters Score -1397257 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1397508.750000 Penalty: 3087.579590
	Iteration 10Q: 3 clusters Score -1397509 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1397747.125000 Penalty: 3087.579590
	Iteration 11Q: 3 clusters Score -1397747 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1397976.500000 Penalty: 3087.579590
	Iteration 12Q: 3 clusters Score -1397976 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1398169.250000 Penalty: 3087.579590
	Iteration 13Q: 3 clusters Score -1398169 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1398300.875000 Penalty: 3087.579590
	Iteration 14Q: 3 clusters Score -1398301 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1398409.375000 Penalty: 3087.579590
	Iteration 15Q: 3 clusters Score -1398409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1398470.125000 Penalty: 3087.579590
	Iteration 16Q: 3 clusters Score -1398470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1398528.625000 Penalty: 3087.579590
	Iteration 17Q: 3 clusters Score -1398529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1398582.375000 Penalty: 3087.579590
	Iteration 18Q: 3 clusters Score -1398582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1398637.875000 Penalty: 3087.579590
	Iteration 19Q: 3 clusters Score -1398638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1398680.375000 Penalty: 3087.579590
	Iteration 20F: 3 clusters Score -1398680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1398712.250000 Penalty: 3087.579590
	Iteration 21Q: 3 clusters Score -1398712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1398747.750000 Penalty: 3087.579590
	Iteration 22Q: 3 clusters Score -1398748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1398778.375000 Penalty: 3087.579590
	Iteration 23Q: 3 clusters Score -1398778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1398800.250000 Penalty: 3087.579590
	Iteration 24Q: 3 clusters Score -1398800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1398821.375000 Penalty: 3087.579590
	Iteration 25Q: 3 clusters Score -1398821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1398845.000000 Penalty: 3087.579590
	Iteration 26Q: 3 clusters Score -1398845 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1398875.500000 Penalty: 3087.579590
	Iteration 27Q: 3 clusters Score -1398876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1398900.000000 Penalty: 3087.579590
	Iteration 28Q: 3 clusters Score -1398900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1398924.000000 Penalty: 3087.579590
	Iteration 29Q: 3 clusters Score -1398924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1398947.375000 Penalty: 3087.579590
	Iteration 30Q: 3 clusters Score -1398947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1398971.625000 Penalty: 3087.579590
	Iteration 31Q: 3 clusters Score -1398972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1398992.375000 Penalty: 3087.579590
	Iteration 32Q: 3 clusters Score -1398992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1399005.750000 Penalty: 3087.579590
	Iteration 33Q: 3 clusters Score -1399006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1399020.625000 Penalty: 3087.579590
	Iteration 34Q: 3 clusters Score -1399021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1399034.500000 Penalty: 3087.579590
	Iteration 35Q: 3 clusters Score -1399034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1399046.000000 Penalty: 3087.579590
	Iteration 36Q: 3 clusters Score -1399046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1399057.000000 Penalty: 3087.579590
	Iteration 37Q: 3 clusters Score -1399057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1399069.750000 Penalty: 3087.579590
	Iteration 38Q: 3 clusters Score -1399070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1399076.750000 Penalty: 3087.579590
	Iteration 39Q: 3 clusters Score -1399077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1399083.500000 Penalty: 3087.579590
	Iteration 40F: 3 clusters Score -1399084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1399086.875000 Penalty: 3087.579590
	Iteration 41Q: 3 clusters Score -1399087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1399088.875000 Penalty: 3087.579590
	Iteration 42Q: 3 clusters Score -1399089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1399095.250000 Penalty: 3087.579590
	Iteration 43Q: 3 clusters Score -1399095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1399103.125000 Penalty: 3087.579590
	Iteration 44Q: 3 clusters Score -1399103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1399105.625000 Penalty: 3087.579590
	Iteration 45Q: 3 clusters Score -1399106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1399111.625000 Penalty: 3087.579590
	Iteration 46Q: 3 clusters Score -1399112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1399119.125000 Penalty: 3087.579590
	Iteration 47Q: 3 clusters Score -1399119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1399120.875000 Penalty: 3087.579590
	Iteration 48Q: 3 clusters Score -1399121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1399125.375000 Penalty: 3087.579590
	Iteration 49Q: 3 clusters Score -1399125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1399129.375000 Penalty: 3087.579590
	Iteration 50Q: 3 clusters Score -1399129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1399132.125000 Penalty: 3087.579590
	Iteration 51Q: 3 clusters Score -1399132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1399139.625000 Penalty: 3087.579590
	Iteration 52Q: 3 clusters Score -1399140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1399146.500000 Penalty: 3087.579590
	Iteration 53Q: 3 clusters Score -1399146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1399153.750000 Penalty: 3087.579590
	Iteration 54Q: 3 clusters Score -1399154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1399162.625000 Penalty: 3087.579590
	Iteration 55Q: 3 clusters Score -1399163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1399169.750000 Penalty: 3087.579590
	Iteration 56Q: 3 clusters Score -1399170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1399175.000000 Penalty: 3087.579590
	Iteration 57Q: 3 clusters Score -1399175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1399177.500000 Penalty: 3087.579590
	Iteration 58Q: 3 clusters Score -1399178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1399178.500000 Penalty: 3087.579590
	Iteration 59Q: 3 clusters Score -1399178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1399178.500000 Penalty: 3087.579590
	Iteration 60F: 3 clusters Score -1399178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1399183.125000 Penalty: 3087.579590
	Iteration 61Q: 3 clusters Score -1399183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1399186.000000 Penalty: 3087.579590
	Iteration 62Q: 3 clusters Score -1399186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1399189.750000 Penalty: 3087.579590
	Iteration 63Q: 3 clusters Score -1399190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1399189.125000 Penalty: 3087.579590
	Iteration 64Q: 3 clusters Score -1399189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1399189.750000 Penalty: 3087.579590
	Iteration 65Q: 3 clusters Score -1399190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1399193.375000 Penalty: 3087.579590
	Iteration 66Q: 3 clusters Score -1399193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1399194.750000 Penalty: 3087.579590
	Iteration 67Q: 3 clusters Score -1399195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1399197.250000 Penalty: 3087.579590
	Iteration 68Q: 3 clusters Score -1399197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1399199.250000 Penalty: 3087.579590
	Iteration 69Q: 3 clusters Score -1399199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1399199.375000 Penalty: 3087.579590
	Iteration 70Q: 3 clusters Score -1399199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1399201.125000 Penalty: 3087.579590
	Iteration 71Q: 3 clusters Score -1399201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1399203.250000 Penalty: 3087.579590
	Iteration 72Q: 3 clusters Score -1399203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1399206.500000 Penalty: 3087.579590
	Iteration 73Q: 3 clusters Score -1399206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1399208.375000 Penalty: 3087.579590
	Iteration 74Q: 3 clusters Score -1399208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1399208.875000 Penalty: 3087.579590
	Iteration 75Q: 3 clusters Score -1399209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1399209.625000 Penalty: 3087.579590
	Iteration 76Q: 3 clusters Score -1399210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1399211.875000 Penalty: 3087.579590
	Iteration 77Q: 3 clusters Score -1399212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1399211.875000 Penalty: 3087.579590
	Iteration 78F: 3 clusters Score -1399212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Entering Unmasked Estep 
Score: -16184478.000000 Penalty: 1937.820435
	Iteration 0F: 2 clusters Score -1.618448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -16083993.000000 Penalty: 3875.640869
	Iteration 0F: 3 clusters Score -1.608399e+07 nChanged 72763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -16127202.000000 Penalty: 3875.640869
	Iteration 1F: 3 clusters Score -1.61272e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -16128300.000000 Penalty: 3875.640869
	Iteration 2Q: 3 clusters Score -1.61283e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -16129917.000000 Penalty: 3875.640869
	Iteration 3Q: 3 clusters Score -1.612992e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -16132522.000000 Penalty: 3875.640869
	Iteration 4Q: 3 clusters Score -1.613252e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -16136682.000000 Penalty: 3875.640869
	Iteration 5F: 3 clusters Score -1.613668e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -16143907.000000 Penalty: 3875.640869
	Iteration 6F: 3 clusters Score -1.614391e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -16155242.000000 Penalty: 3875.640869
	Iteration 7F: 3 clusters Score -1.615524e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -16166609.000000 Penalty: 3875.640869
	Iteration 8F: 3 clusters Score -1.616661e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -16173160.000000 Penalty: 3875.640869
	Iteration 9F: 3 clusters Score -1.617316e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -16175974.000000 Penalty: 3875.640869
	Iteration 10Q: 3 clusters Score -1.617597e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -16177634.000000 Penalty: 3875.640869
	Iteration 11Q: 3 clusters Score -1.617763e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -16178763.000000 Penalty: 3875.640869
	Iteration 12Q: 3 clusters Score -1.617876e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -16179536.000000 Penalty: 3875.640869
	Iteration 13Q: 3 clusters Score -1.617954e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119633 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -16180126.000000 Penalty: 3875.640869
	Iteration 14Q: 3 clusters Score -1.618013e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -16180550.000000 Penalty: 3875.640869
	Iteration 15Q: 3 clusters Score -1.618055e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121966 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -16180834.000000 Penalty: 3875.640869
	Iteration 16Q: 3 clusters Score -1.618083e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -16181008.000000 Penalty: 3875.640869
	Iteration 17Q: 3 clusters Score -1.618101e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -16181139.000000 Penalty: 3875.640869
	Iteration 18Q: 3 clusters Score -1.618114e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -16181250.000000 Penalty: 3875.640869
	Iteration 19Q: 3 clusters Score -1.618125e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -16181309.000000 Penalty: 3875.640869
	Iteration 20F: 3 clusters Score -1.618131e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -16181522.000000 Penalty: 3875.640869
	Iteration 21Q: 3 clusters Score -1.618152e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127044 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -16181671.000000 Penalty: 3875.640869
	Iteration 22Q: 3 clusters Score -1.618167e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127818 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -16181815.000000 Penalty: 3875.640869
	Iteration 23Q: 3 clusters Score -1.618182e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128545 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -16181890.000000 Penalty: 3875.640869
	Iteration 24Q: 3 clusters Score -1.618189e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129208 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -16181949.000000 Penalty: 3875.640869
	Iteration 25Q: 3 clusters Score -1.618195e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129851 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -16182127.000000 Penalty: 3875.640869
	Iteration 26Q: 3 clusters Score -1.618213e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -16182146.000000 Penalty: 3875.640869
	Iteration 27Q: 3 clusters Score -1.618215e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -16182275.000000 Penalty: 3875.640869
	Iteration 28Q: 3 clusters Score -1.618228e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -16182398.000000 Penalty: 3875.640869
	Iteration 29Q: 3 clusters Score -1.61824e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132438 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -16182516.000000 Penalty: 3875.640869
	Iteration 30Q: 3 clusters Score -1.618252e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -16182573.000000 Penalty: 3875.640869
	Iteration 31Q: 3 clusters Score -1.618257e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -16182637.000000 Penalty: 3875.640869
	Iteration 32Q: 3 clusters Score -1.618264e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -16182758.000000 Penalty: 3875.640869
	Iteration 33Q: 3 clusters Score -1.618276e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -16182831.000000 Penalty: 3875.640869
	Iteration 34Q: 3 clusters Score -1.618283e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135059 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -16182911.000000 Penalty: 3875.640869
	Iteration 35Q: 3 clusters Score -1.618291e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -16182994.000000 Penalty: 3875.640869
	Iteration 36Q: 3 clusters Score -1.618299e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -16182963.000000 Penalty: 3875.640869
	Iteration 37Q: 3 clusters Score -1.618296e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -16183041.000000 Penalty: 3875.640869
	Iteration 38Q: 3 clusters Score -1.618304e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -16183032.000000 Penalty: 3875.640869
	Iteration 39Q: 3 clusters Score -1.618303e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -16183064.000000 Penalty: 3875.640869
	Iteration 40F: 3 clusters Score -1.618306e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -16183115.000000 Penalty: 3875.640869
	Iteration 41Q: 3 clusters Score -1.618312e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -16183135.000000 Penalty: 3875.640869
	Iteration 42Q: 3 clusters Score -1.618314e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -16183199.000000 Penalty: 3875.640869
	Iteration 43Q: 3 clusters Score -1.61832e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -16183190.000000 Penalty: 3875.640869
	Iteration 44Q: 3 clusters Score -1.618319e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138526 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -16183197.000000 Penalty: 3875.640869
	Iteration 45Q: 3 clusters Score -1.61832e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -16183220.000000 Penalty: 3875.640869
	Iteration 46Q: 3 clusters Score -1.618322e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139046 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -16183212.000000 Penalty: 3875.640869
	Iteration 47Q: 3 clusters Score -1.618321e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -16183194.000000 Penalty: 3875.640869
	Iteration 48Q: 3 clusters Score -1.618319e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -16183236.000000 Penalty: 3875.640869
	Iteration 49Q: 3 clusters Score -1.618324e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -16183281.000000 Penalty: 3875.640869
	Iteration 50Q: 3 clusters Score -1.618328e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -16183309.000000 Penalty: 3875.640869
	Iteration 51Q: 3 clusters Score -1.618331e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -16183381.000000 Penalty: 3875.640869
	Iteration 52Q: 3 clusters Score -1.618338e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -16183390.000000 Penalty: 3875.640869
	Iteration 53Q: 3 clusters Score -1.618339e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -16183367.000000 Penalty: 3875.640869
	Iteration 54Q: 3 clusters Score -1.618337e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140765 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -16183413.000000 Penalty: 3875.640869
	Iteration 55Q: 3 clusters Score -1.618341e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140934 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -16183401.000000 Penalty: 3875.640869
	Iteration 56Q: 3 clusters Score -1.61834e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -16183431.000000 Penalty: 3875.640869
	Iteration 57Q: 3 clusters Score -1.618343e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -16183438.000000 Penalty: 3875.640869
	Iteration 58Q: 3 clusters Score -1.618344e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -16183455.000000 Penalty: 3875.640869
	Iteration 59Q: 3 clusters Score -1.618346e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141560 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -16183497.000000 Penalty: 3875.640869
	Iteration 60F: 3 clusters Score -1.61835e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -16183498.000000 Penalty: 3875.640869
	Iteration 61Q: 3 clusters Score -1.61835e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -16183453.000000 Penalty: 3875.640869
	Iteration 62Q: 3 clusters Score -1.618345e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -16183471.000000 Penalty: 3875.640869
	Iteration 63Q: 3 clusters Score -1.618347e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -16183475.000000 Penalty: 3875.640869
	Iteration 64Q: 3 clusters Score -1.618348e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -16183493.000000 Penalty: 3875.640869
	Iteration 65Q: 3 clusters Score -1.618349e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142366 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -16183511.000000 Penalty: 3875.640869
	Iteration 66Q: 3 clusters Score -1.618351e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142476 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -16183520.000000 Penalty: 3875.640869
	Iteration 67Q: 3 clusters Score -1.618352e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142580 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -16183517.000000 Penalty: 3875.640869
	Iteration 68Q: 3 clusters Score -1.618352e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -16183540.000000 Penalty: 3875.640869
	Iteration 69Q: 3 clusters Score -1.618354e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142738 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -16183543.000000 Penalty: 3875.640869
	Iteration 70Q: 3 clusters Score -1.618354e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -16183524.000000 Penalty: 3875.640869
	Iteration 71Q: 3 clusters Score -1.618352e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -16183525.000000 Penalty: 3875.640869
	Iteration 72Q: 3 clusters Score -1.618352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -16183521.000000 Penalty: 3875.640869
	Iteration 73Q: 3 clusters Score -1.618352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -16183513.000000 Penalty: 3875.640869
	Iteration 74Q: 3 clusters Score -1.618351e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -16183519.000000 Penalty: 3875.640869
	Iteration 75Q: 3 clusters Score -1.618352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143089 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -16183496.000000 Penalty: 3875.640869
	Iteration 76Q: 3 clusters Score -1.61835e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -16183518.000000 Penalty: 3875.640869
	Iteration 77Q: 3 clusters Score -1.618352e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -16183518.000000 Penalty: 3875.640869
	Iteration 78Q: 3 clusters Score -1.618352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -16183561.000000 Penalty: 3875.640869
	Iteration 79Q: 3 clusters Score -1.618356e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -16183549.000000 Penalty: 3875.640869
	Iteration 80F: 3 clusters Score -1.618355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16183557.000000 Penalty: 3875.640869
	Iteration 81Q: 3 clusters Score -1.618356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143475 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -16183559.000000 Penalty: 3875.640869
	Iteration 82Q: 3 clusters Score -1.618356e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143533 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -16183557.000000 Penalty: 3875.640869
	Iteration 83Q: 3 clusters Score -1.618356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143596 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -16183533.000000 Penalty: 3875.640869
	Iteration 84Q: 3 clusters Score -1.618353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143651 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -16183528.000000 Penalty: 3875.640869
	Iteration 85Q: 3 clusters Score -1.618353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143702 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -16183530.000000 Penalty: 3875.640869
	Iteration 86Q: 3 clusters Score -1.618353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -16183530.000000 Penalty: 3875.640869
	Iteration 87Q: 3 clusters Score -1.618353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -16183525.000000 Penalty: 3875.640869
	Iteration 88Q: 3 clusters Score -1.618352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -16183516.000000 Penalty: 3875.640869
	Iteration 89Q: 3 clusters Score -1.618352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -16183516.000000 Penalty: 3875.640869
	Iteration 90Q: 3 clusters Score -1.618352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -16183516.000000 Penalty: 3875.640869
	Iteration 91Q: 3 clusters Score -1.618352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -16183540.000000 Penalty: 3875.640869
	Iteration 92Q: 3 clusters Score -1.618354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -16183544.000000 Penalty: 3875.640869
	Iteration 93Q: 3 clusters Score -1.618354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -16183526.000000 Penalty: 3875.640869
	Iteration 94Q: 3 clusters Score -1.618353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -16183541.000000 Penalty: 3875.640869
	Iteration 95Q: 3 clusters Score -1.618354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -16183553.000000 Penalty: 3875.640869
	Iteration 96Q: 3 clusters Score -1.618355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143992 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -16183566.000000 Penalty: 3875.640869
	Iteration 97Q: 3 clusters Score -1.618357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -16183558.000000 Penalty: 3875.640869
	Iteration 98Q: 3 clusters Score -1.618356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144009 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -16183558.000000 Penalty: 3875.640869
	Iteration 99Q: 3 clusters Score -1.618356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -16183561.000000 Penalty: 3875.640869
	Iteration 100F: 3 clusters Score -1.618356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144030 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -16183559.000000 Penalty: 3875.640869
	Iteration 101Q: 3 clusters Score -1.618356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144050 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -16183544.000000 Penalty: 3875.640869
	Iteration 102Q: 3 clusters Score -1.618354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144071 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -16183565.000000 Penalty: 3875.640869
	Iteration 103Q: 3 clusters Score -1.618356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144094 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -16183567.000000 Penalty: 3875.640869
	Iteration 104Q: 3 clusters Score -1.618357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144112 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -16183570.000000 Penalty: 3875.640869
	Iteration 105Q: 3 clusters Score -1.618357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -16183581.000000 Penalty: 3875.640869
	Iteration 106Q: 3 clusters Score -1.618358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -16183564.000000 Penalty: 3875.640869
	Iteration 107Q: 3 clusters Score -1.618356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -16183575.000000 Penalty: 3875.640869
	Iteration 108Q: 3 clusters Score -1.618358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -16183569.000000 Penalty: 3875.640869
	Iteration 109Q: 3 clusters Score -1.618357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -16183565.000000 Penalty: 3875.640869
	Iteration 110Q: 3 clusters Score -1.618356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144182 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -16183574.000000 Penalty: 3875.640869
	Iteration 111Q: 3 clusters Score -1.618357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -16183566.000000 Penalty: 3875.640869
	Iteration 112Q: 3 clusters Score -1.618357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -16183577.000000 Penalty: 3875.640869
	Iteration 113Q: 3 clusters Score -1.618358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -16183575.000000 Penalty: 3875.640869
	Iteration 114Q: 3 clusters Score -1.618358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -16183565.000000 Penalty: 3875.640869
	Iteration 115Q: 3 clusters Score -1.618356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -16183565.000000 Penalty: 3875.640869
	Iteration 116Q: 3 clusters Score -1.618356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144258 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -16183579.000000 Penalty: 3875.640869
	Iteration 117Q: 3 clusters Score -1.618358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -16183583.000000 Penalty: 3875.640869
	Iteration 118Q: 3 clusters Score -1.618358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144307 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -16183586.000000 Penalty: 3875.640869
	Iteration 119Q: 3 clusters Score -1.618359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144332 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -16183601.000000 Penalty: 3875.640869
	Iteration 120F: 3 clusters Score -1.61836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -16183589.000000 Penalty: 3875.640869
	Iteration 121Q: 3 clusters Score -1.618359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -16183594.000000 Penalty: 3875.640869
	Iteration 122Q: 3 clusters Score -1.618359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -16183600.000000 Penalty: 3875.640869
	Iteration 123Q: 3 clusters Score -1.61836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -16183598.000000 Penalty: 3875.640869
	Iteration 124Q: 3 clusters Score -1.61836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -16183604.000000 Penalty: 3875.640869
	Iteration 125Q: 3 clusters Score -1.61836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -16183619.000000 Penalty: 3875.640869
	Iteration 126Q: 3 clusters Score -1.618362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -16183617.000000 Penalty: 3875.640869
	Iteration 127Q: 3 clusters Score -1.618362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144606 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -16183631.000000 Penalty: 3875.640869
	Iteration 128Q: 3 clusters Score -1.618363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -16183641.000000 Penalty: 3875.640869
	Iteration 129Q: 3 clusters Score -1.618364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -16183656.000000 Penalty: 3875.640869
	Iteration 130Q: 3 clusters Score -1.618366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -16183655.000000 Penalty: 3875.640869
	Iteration 131Q: 3 clusters Score -1.618366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -16183659.000000 Penalty: 3875.640869
	Iteration 132Q: 3 clusters Score -1.618366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -16183648.000000 Penalty: 3875.640869
	Iteration 133Q: 3 clusters Score -1.618365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -16183650.000000 Penalty: 3875.640869
	Iteration 134Q: 3 clusters Score -1.618365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -16183667.000000 Penalty: 3875.640869
	Iteration 135Q: 3 clusters Score -1.618367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -16183675.000000 Penalty: 3875.640869
	Iteration 136Q: 3 clusters Score -1.618368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -16183662.000000 Penalty: 3875.640869
	Iteration 137Q: 3 clusters Score -1.618366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -16183664.000000 Penalty: 3875.640869
	Iteration 138Q: 3 clusters Score -1.618366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144798 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -16183658.000000 Penalty: 3875.640869
	Iteration 139Q: 3 clusters Score -1.618366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -16183657.000000 Penalty: 3875.640869
	Iteration 140F: 3 clusters Score -1.618366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144822 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -16183647.000000 Penalty: 3875.640869
	Iteration 141Q: 3 clusters Score -1.618365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -16183653.000000 Penalty: 3875.640869
	Iteration 142Q: 3 clusters Score -1.618365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144850 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -16183666.000000 Penalty: 3875.640869
	Iteration 143Q: 3 clusters Score -1.618367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144863 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -16183671.000000 Penalty: 3875.640869
	Iteration 144Q: 3 clusters Score -1.618367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -16183664.000000 Penalty: 3875.640869
	Iteration 145Q: 3 clusters Score -1.618366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -16183669.000000 Penalty: 3875.640869
	Iteration 146Q: 3 clusters Score -1.618367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144910 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -16183677.000000 Penalty: 3875.640869
	Iteration 147Q: 3 clusters Score -1.618368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -16183667.000000 Penalty: 3875.640869
	Iteration 148Q: 3 clusters Score -1.618367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -16183662.000000 Penalty: 3875.640869
	Iteration 149Q: 3 clusters Score -1.618366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144950 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -16183664.000000 Penalty: 3875.640869
	Iteration 150Q: 3 clusters Score -1.618366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144962 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -16183666.000000 Penalty: 3875.640869
	Iteration 151Q: 3 clusters Score -1.618367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144974 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -16183657.000000 Penalty: 3875.640869
	Iteration 152Q: 3 clusters Score -1.618366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -16183677.000000 Penalty: 3875.640869
	Iteration 153Q: 3 clusters Score -1.618368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -16183670.000000 Penalty: 3875.640869
	Iteration 154Q: 3 clusters Score -1.618367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -16183653.000000 Penalty: 3875.640869
	Iteration 155Q: 3 clusters Score -1.618365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -16183649.000000 Penalty: 3875.640869
	Iteration 156Q: 3 clusters Score -1.618365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -16183643.000000 Penalty: 3875.640869
	Iteration 157Q: 3 clusters Score -1.618364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -16183642.000000 Penalty: 3875.640869
	Iteration 158Q: 3 clusters Score -1.618364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -16183642.000000 Penalty: 3875.640869
	Iteration 159Q: 3 clusters Score -1.618364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145197 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -16183673.000000 Penalty: 3875.640869
	Iteration 160F: 3 clusters Score -1.618367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 3875.640869
	Iteration 161Q: 3 clusters Score -1.618366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -16183674.000000 Penalty: 3875.640869
	Iteration 162Q: 3 clusters Score -1.618367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -16183668.000000 Penalty: 3875.640869
	Iteration 163Q: 3 clusters Score -1.618367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145341 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -16183684.000000 Penalty: 3875.640869
	Iteration 164Q: 3 clusters Score -1.618368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -16183673.000000 Penalty: 3875.640869
	Iteration 165Q: 3 clusters Score -1.618367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -16183675.000000 Penalty: 3875.640869
	Iteration 166Q: 3 clusters Score -1.618368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145436 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -16183682.000000 Penalty: 3875.640869
	Iteration 167Q: 3 clusters Score -1.618368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145471 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -16183658.000000 Penalty: 3875.640869
	Iteration 168Q: 3 clusters Score -1.618366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145501 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -16183672.000000 Penalty: 3875.640869
	Iteration 169Q: 3 clusters Score -1.618367e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 3875.640869
	Iteration 170Q: 3 clusters Score -1.618366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145547 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -16183676.000000 Penalty: 3875.640869
	Iteration 171Q: 3 clusters Score -1.618368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -16183688.000000 Penalty: 3875.640869
	Iteration 172Q: 3 clusters Score -1.618369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -16183687.000000 Penalty: 3875.640869
	Iteration 173Q: 3 clusters Score -1.618369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 3875.640869
	Iteration 174Q: 3 clusters Score -1.618368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -16183705.000000 Penalty: 3875.640869
	Iteration 175Q: 3 clusters Score -1.61837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -16183695.000000 Penalty: 3875.640869
	Iteration 176Q: 3 clusters Score -1.61837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -16183703.000000 Penalty: 3875.640869
	Iteration 177Q: 3 clusters Score -1.61837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -16183692.000000 Penalty: 3875.640869
	Iteration 178Q: 3 clusters Score -1.618369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -16183688.000000 Penalty: 3875.640869
	Iteration 179Q: 3 clusters Score -1.618369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -16183656.000000 Penalty: 3875.640869
	Iteration 180F: 3 clusters Score -1.618366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 3875.640869
	Iteration 181Q: 3 clusters Score -1.618366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -16183656.000000 Penalty: 3875.640869
	Iteration 182Q: 3 clusters Score -1.618366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -16183641.000000 Penalty: 3875.640869
	Iteration 183Q: 3 clusters Score -1.618364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -16183645.000000 Penalty: 3875.640869
	Iteration 184Q: 3 clusters Score -1.618364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -16183633.000000 Penalty: 3875.640869
	Iteration 185Q: 3 clusters Score -1.618363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146018 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -16183630.000000 Penalty: 3875.640869
	Iteration 186Q: 3 clusters Score -1.618363e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -16183616.000000 Penalty: 3875.640869
	Iteration 187Q: 3 clusters Score -1.618362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -16183608.000000 Penalty: 3875.640869
	Iteration 188Q: 3 clusters Score -1.618361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -16183592.000000 Penalty: 3875.640869
	Iteration 189Q: 3 clusters Score -1.618359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146149 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -16183594.000000 Penalty: 3875.640869
	Iteration 190Q: 3 clusters Score -1.618359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -16183598.000000 Penalty: 3875.640869
	Iteration 191Q: 3 clusters Score -1.61836e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146217 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -16183621.000000 Penalty: 3875.640869
	Iteration 192Q: 3 clusters Score -1.618362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -16183624.000000 Penalty: 3875.640869
	Iteration 193Q: 3 clusters Score -1.618362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -16183608.000000 Penalty: 3875.640869
	Iteration 194Q: 3 clusters Score -1.618361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146312 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -16183602.000000 Penalty: 3875.640869
	Iteration 195Q: 3 clusters Score -1.61836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -16183604.000000 Penalty: 3875.640869
	Iteration 196Q: 3 clusters Score -1.61836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -16183617.000000 Penalty: 3875.640869
	Iteration 197Q: 3 clusters Score -1.618362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -16183614.000000 Penalty: 3875.640869
	Iteration 198Q: 3 clusters Score -1.618361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -16183604.000000 Penalty: 3875.640869
	Iteration 199Q: 3 clusters Score -1.61836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -16183620.000000 Penalty: 3875.640869
	Iteration 200F: 3 clusters Score -1.618362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -16183583.000000 Penalty: 3875.640869
	Iteration 201Q: 3 clusters Score -1.618358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16183575.000000 Penalty: 3875.640869
	Iteration 202Q: 3 clusters Score -1.618358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -16183587.000000 Penalty: 3875.640869
	Iteration 203Q: 3 clusters Score -1.618359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146439 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -16183609.000000 Penalty: 3875.640869
	Iteration 204Q: 3 clusters Score -1.618361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -16183618.000000 Penalty: 3875.640869
	Iteration 205Q: 3 clusters Score -1.618362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -16183621.000000 Penalty: 3875.640869
	Iteration 206Q: 3 clusters Score -1.618362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -16183609.000000 Penalty: 3875.640869
	Iteration 207Q: 3 clusters Score -1.618361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146501 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -16183620.000000 Penalty: 3875.640869
	Iteration 208Q: 3 clusters Score -1.618362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146516 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -16183625.000000 Penalty: 3875.640869
	Iteration 209Q: 3 clusters Score -1.618362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -16183634.000000 Penalty: 3875.640869
	Iteration 210Q: 3 clusters Score -1.618363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146548 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -16183630.000000 Penalty: 3875.640869
	Iteration 211Q: 3 clusters Score -1.618363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -16183657.000000 Penalty: 3875.640869
	Iteration 212Q: 3 clusters Score -1.618366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -16183655.000000 Penalty: 3875.640869
	Iteration 213Q: 3 clusters Score -1.618366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146575 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -16183652.000000 Penalty: 3875.640869
	Iteration 214Q: 3 clusters Score -1.618365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 3875.640869
	Iteration 215Q: 3 clusters Score -1.618364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -16183643.000000 Penalty: 3875.640869
	Iteration 216Q: 3 clusters Score -1.618364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -16183643.000000 Penalty: 3875.640869
	Iteration 217Q: 3 clusters Score -1.618364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -16183640.000000 Penalty: 3875.640869
	Iteration 218Q: 3 clusters Score -1.618364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -16183640.000000 Penalty: 3875.640869
	Iteration 219Q: 3 clusters Score -1.618364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146613 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -16183633.000000 Penalty: 3875.640869
	Iteration 220F: 3 clusters Score -1.618363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16183636.000000 Penalty: 3875.640869
	Iteration 221Q: 3 clusters Score -1.618364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146615 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -16183646.000000 Penalty: 3875.640869
	Iteration 222Q: 3 clusters Score -1.618365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146617 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -16183643.000000 Penalty: 3875.640869
	Iteration 223Q: 3 clusters Score -1.618364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -16183646.000000 Penalty: 3875.640869
	Iteration 224Q: 3 clusters Score -1.618365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146624 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -16183646.000000 Penalty: 3875.640869
	Iteration 225Q: 3 clusters Score -1.618365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 3875.640869
	Iteration 226Q: 3 clusters Score -1.618364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146631 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -16183645.000000 Penalty: 3875.640869
	Iteration 227Q: 3 clusters Score -1.618364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -16183645.000000 Penalty: 3875.640869
	Iteration 228Q: 3 clusters Score -1.618364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -16183646.000000 Penalty: 3875.640869
	Iteration 229Q: 3 clusters Score -1.618365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -16183642.000000 Penalty: 3875.640869
	Iteration 230Q: 3 clusters Score -1.618364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -16183650.000000 Penalty: 3875.640869
	Iteration 231Q: 3 clusters Score -1.618365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -16183645.000000 Penalty: 3875.640869
	Iteration 232Q: 3 clusters Score -1.618364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146649 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 3875.640869
	Iteration 233Q: 3 clusters Score -1.618364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -16183648.000000 Penalty: 3875.640869
	Iteration 234Q: 3 clusters Score -1.618365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146652 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 3875.640869
	Iteration 235Q: 3 clusters Score -1.618364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -16183640.000000 Penalty: 3875.640869
	Iteration 236Q: 3 clusters Score -1.618364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -16183636.000000 Penalty: 3875.640869
	Iteration 237Q: 3 clusters Score -1.618364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -16183636.000000 Penalty: 3875.640869
	Iteration 238F: 3 clusters Score -1.618364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Entering Unmasked Estep 
Score: -3596637.250000 Penalty: 1696.952393
	Iteration 0F: 2 clusters Score -3596637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3573524.250000 Penalty: 3393.904785
	Iteration 0F: 3 clusters Score -3573524 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3582944.750000 Penalty: 3393.904785
	Iteration 1F: 3 clusters Score -3582945 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3583910.500000 Penalty: 3393.904785
	Iteration 2F: 3 clusters Score -3583910 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3585306.750000 Penalty: 3393.904785
	Iteration 3F: 3 clusters Score -3585307 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3587195.750000 Penalty: 3393.904785
	Iteration 4F: 3 clusters Score -3587196 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3589488.000000 Penalty: 3393.904785
	Iteration 5F: 3 clusters Score -3589488 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3591643.250000 Penalty: 3393.904785
	Iteration 6F: 3 clusters Score -3591643 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3593455.750000 Penalty: 3393.904785
	Iteration 7F: 3 clusters Score -3593456 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3594850.000000 Penalty: 3393.904785
	Iteration 8Q: 3 clusters Score -3594850 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3595706.500000 Penalty: 3393.904785
	Iteration 9Q: 3 clusters Score -3595706 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3596064.000000 Penalty: 3393.904785
	Iteration 10Q: 3 clusters Score -3596064 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3596242.500000 Penalty: 3393.904785
	Iteration 11Q: 3 clusters Score -3596242 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3596350.250000 Penalty: 3393.904785
	Iteration 12Q: 3 clusters Score -3596350 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3596381.000000 Penalty: 3393.904785
	Iteration 13Q: 3 clusters Score -3596381 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3596402.750000 Penalty: 3393.904785
	Iteration 14Q: 3 clusters Score -3596403 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3596419.500000 Penalty: 3393.904785
	Iteration 15Q: 3 clusters Score -3596420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3596434.000000 Penalty: 3393.904785
	Iteration 16Q: 3 clusters Score -3596434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3596449.250000 Penalty: 3393.904785
	Iteration 17Q: 3 clusters Score -3596449 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3596441.000000 Penalty: 3393.904785
	Iteration 18Q: 3 clusters Score -3596441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3596448.000000 Penalty: 3393.904785
	Iteration 19Q: 3 clusters Score -3596448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3596447.000000 Penalty: 3393.904785
	Iteration 20F: 3 clusters Score -3596447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3596447.000000 Penalty: 3393.904785
	Iteration 21Q: 3 clusters Score -3596447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3596454.750000 Penalty: 3393.904785
	Iteration 22Q: 3 clusters Score -3596455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3596447.500000 Penalty: 3393.904785
	Iteration 23Q: 3 clusters Score -3596448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3596452.000000 Penalty: 3393.904785
	Iteration 24Q: 3 clusters Score -3596452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3596446.250000 Penalty: 3393.904785
	Iteration 25Q: 3 clusters Score -3596446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3596449.000000 Penalty: 3393.904785
	Iteration 26Q: 3 clusters Score -3596449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3596458.000000 Penalty: 3393.904785
	Iteration 27Q: 3 clusters Score -3596458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3596454.750000 Penalty: 3393.904785
	Iteration 28Q: 3 clusters Score -3596455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3596455.750000 Penalty: 3393.904785
	Iteration 29Q: 3 clusters Score -3596456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3596464.250000 Penalty: 3393.904785
	Iteration 30Q: 3 clusters Score -3596464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3596464.000000 Penalty: 3393.904785
	Iteration 31Q: 3 clusters Score -3596464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3596457.000000 Penalty: 3393.904785
	Iteration 32Q: 3 clusters Score -3596457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3596461.750000 Penalty: 3393.904785
	Iteration 33Q: 3 clusters Score -3596462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3596464.500000 Penalty: 3393.904785
	Iteration 34Q: 3 clusters Score -3596464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3596466.250000 Penalty: 3393.904785
	Iteration 35Q: 3 clusters Score -3596466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3596466.500000 Penalty: 3393.904785
	Iteration 36Q: 3 clusters Score -3596466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3596470.500000 Penalty: 3393.904785
	Iteration 37Q: 3 clusters Score -3596470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3596471.250000 Penalty: 3393.904785
	Iteration 38Q: 3 clusters Score -3596471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3596471.000000 Penalty: 3393.904785
	Iteration 39Q: 3 clusters Score -3596471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3596474.000000 Penalty: 3393.904785
	Iteration 40F: 3 clusters Score -3596474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3596475.000000 Penalty: 3393.904785
	Iteration 41Q: 3 clusters Score -3596475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3596471.000000 Penalty: 3393.904785
	Iteration 42Q: 3 clusters Score -3596471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3596469.250000 Penalty: 3393.904785
	Iteration 43Q: 3 clusters Score -3596469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3596469.250000 Penalty: 3393.904785
	Iteration 44F: 3 clusters Score -3596469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -10108.186523 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -10108.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9545.684570 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -9545.685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9623.365234 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -9623.365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9636.963867 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -9636.964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9649.406250 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -9649.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9658.809570 Penalty: 1586.910645
	Iteration 4Q: 3 clusters Score -9658.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9664.203125 Penalty: 1586.910645
	Iteration 5Q: 3 clusters Score -9664.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9664.203125 Penalty: 1586.910645
	Iteration 6F: 3 clusters Score -9664.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (147728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Entering Unmasked Estep 
Score: -15804422.000000 Penalty: 1934.258301
	Iteration 0F: 2 clusters Score -1.580442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -15705187.000000 Penalty: 3868.516602
	Iteration 0F: 3 clusters Score -1.570519e+07 nChanged 71236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -15746828.000000 Penalty: 3868.516602
	Iteration 1F: 3 clusters Score -1.574683e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -15747775.000000 Penalty: 3868.516602
	Iteration 2Q: 3 clusters Score -1.574778e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -15748926.000000 Penalty: 3868.516602
	Iteration 3Q: 3 clusters Score -1.574893e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -15750851.000000 Penalty: 3868.516602
	Iteration 4Q: 3 clusters Score -1.575085e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -15753585.000000 Penalty: 3868.516602
	Iteration 5Q: 3 clusters Score -1.575358e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -15757922.000000 Penalty: 3868.516602
	Iteration 6Q: 3 clusters Score -1.575792e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -15764243.000000 Penalty: 3868.516602
	Iteration 7F: 3 clusters Score -1.576424e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -15772308.000000 Penalty: 3868.516602
	Iteration 8F: 3 clusters Score -1.577231e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -15779401.000000 Penalty: 3868.516602
	Iteration 9F: 3 clusters Score -1.57794e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -15783126.000000 Penalty: 3868.516602
	Iteration 10F: 3 clusters Score -1.578313e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -15784551.000000 Penalty: 3868.516602
	Iteration 11Q: 3 clusters Score -1.578455e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -15785233.000000 Penalty: 3868.516602
	Iteration 12Q: 3 clusters Score -1.578523e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -15785714.000000 Penalty: 3868.516602
	Iteration 13Q: 3 clusters Score -1.578571e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -15786177.000000 Penalty: 3868.516602
	Iteration 14Q: 3 clusters Score -1.578618e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -15786562.000000 Penalty: 3868.516602
	Iteration 15Q: 3 clusters Score -1.578656e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -15786890.000000 Penalty: 3868.516602
	Iteration 16Q: 3 clusters Score -1.578689e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -15787233.000000 Penalty: 3868.516602
	Iteration 17Q: 3 clusters Score -1.578723e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -15787586.000000 Penalty: 3868.516602
	Iteration 18Q: 3 clusters Score -1.578759e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -15787965.000000 Penalty: 3868.516602
	Iteration 19Q: 3 clusters Score -1.578796e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -15788256.000000 Penalty: 3868.516602
	Iteration 20F: 3 clusters Score -1.578826e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -15788493.000000 Penalty: 3868.516602
	Iteration 21Q: 3 clusters Score -1.578849e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94190 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -15788688.000000 Penalty: 3868.516602
	Iteration 22Q: 3 clusters Score -1.578869e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -15788909.000000 Penalty: 3868.516602
	Iteration 23Q: 3 clusters Score -1.578891e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -15789115.000000 Penalty: 3868.516602
	Iteration 24Q: 3 clusters Score -1.578912e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -15789343.000000 Penalty: 3868.516602
	Iteration 25Q: 3 clusters Score -1.578934e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -15789638.000000 Penalty: 3868.516602
	Iteration 26Q: 3 clusters Score -1.578964e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -15789834.000000 Penalty: 3868.516602
	Iteration 27Q: 3 clusters Score -1.578983e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -15790011.000000 Penalty: 3868.516602
	Iteration 28Q: 3 clusters Score -1.579001e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -15790148.000000 Penalty: 3868.516602
	Iteration 29Q: 3 clusters Score -1.579015e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -15790201.000000 Penalty: 3868.516602
	Iteration 30Q: 3 clusters Score -1.57902e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -15790387.000000 Penalty: 3868.516602
	Iteration 31Q: 3 clusters Score -1.579039e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -15790453.000000 Penalty: 3868.516602
	Iteration 32Q: 3 clusters Score -1.579045e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -15790537.000000 Penalty: 3868.516602
	Iteration 33Q: 3 clusters Score -1.579054e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -15790659.000000 Penalty: 3868.516602
	Iteration 34Q: 3 clusters Score -1.579066e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -15790716.000000 Penalty: 3868.516602
	Iteration 35Q: 3 clusters Score -1.579072e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -15790780.000000 Penalty: 3868.516602
	Iteration 36Q: 3 clusters Score -1.579078e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -15790882.000000 Penalty: 3868.516602
	Iteration 37Q: 3 clusters Score -1.579088e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100181 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -15790936.000000 Penalty: 3868.516602
	Iteration 38Q: 3 clusters Score -1.579094e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100605 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -15791068.000000 Penalty: 3868.516602
	Iteration 39Q: 3 clusters Score -1.579107e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -15791137.000000 Penalty: 3868.516602
	Iteration 40F: 3 clusters Score -1.579114e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -15791228.000000 Penalty: 3868.516602
	Iteration 41Q: 3 clusters Score -1.579123e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -15791322.000000 Penalty: 3868.516602
	Iteration 42Q: 3 clusters Score -1.579132e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -15791411.000000 Penalty: 3868.516602
	Iteration 43Q: 3 clusters Score -1.579141e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -15791471.000000 Penalty: 3868.516602
	Iteration 44Q: 3 clusters Score -1.579147e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -15791558.000000 Penalty: 3868.516602
	Iteration 45Q: 3 clusters Score -1.579156e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -15791631.000000 Penalty: 3868.516602
	Iteration 46Q: 3 clusters Score -1.579163e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -15791699.000000 Penalty: 3868.516602
	Iteration 47Q: 3 clusters Score -1.57917e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -15791716.000000 Penalty: 3868.516602
	Iteration 48Q: 3 clusters Score -1.579172e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -15791794.000000 Penalty: 3868.516602
	Iteration 49Q: 3 clusters Score -1.579179e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -15791868.000000 Penalty: 3868.516602
	Iteration 50Q: 3 clusters Score -1.579187e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -15791961.000000 Penalty: 3868.516602
	Iteration 51Q: 3 clusters Score -1.579196e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -15792057.000000 Penalty: 3868.516602
	Iteration 52Q: 3 clusters Score -1.579206e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -15792120.000000 Penalty: 3868.516602
	Iteration 53Q: 3 clusters Score -1.579212e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -15792189.000000 Penalty: 3868.516602
	Iteration 54Q: 3 clusters Score -1.579219e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -15792296.000000 Penalty: 3868.516602
	Iteration 55Q: 3 clusters Score -1.57923e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -15792430.000000 Penalty: 3868.516602
	Iteration 56Q: 3 clusters Score -1.579243e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -15792527.000000 Penalty: 3868.516602
	Iteration 57Q: 3 clusters Score -1.579253e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -15792765.000000 Penalty: 3868.516602
	Iteration 58Q: 3 clusters Score -1.579276e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -15792892.000000 Penalty: 3868.516602
	Iteration 59Q: 3 clusters Score -1.579289e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -15793166.000000 Penalty: 3868.516602
	Iteration 60F: 3 clusters Score -1.579317e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -15793367.000000 Penalty: 3868.516602
	Iteration 61Q: 3 clusters Score -1.579337e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -15793569.000000 Penalty: 3868.516602
	Iteration 62Q: 3 clusters Score -1.579357e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -15793809.000000 Penalty: 3868.516602
	Iteration 63Q: 3 clusters Score -1.579381e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120777 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -15794061.000000 Penalty: 3868.516602
	Iteration 64Q: 3 clusters Score -1.579406e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122213 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -15794369.000000 Penalty: 3868.516602
	Iteration 65Q: 3 clusters Score -1.579437e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -15794636.000000 Penalty: 3868.516602
	Iteration 66Q: 3 clusters Score -1.579464e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -15794972.000000 Penalty: 3868.516602
	Iteration 67Q: 3 clusters Score -1.579497e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -15795437.000000 Penalty: 3868.516602
	Iteration 68Q: 3 clusters Score -1.579544e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128574 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -15796009.000000 Penalty: 3868.516602
	Iteration 69Q: 3 clusters Score -1.579601e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -15796616.000000 Penalty: 3868.516602
	Iteration 70Q: 3 clusters Score -1.579662e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -15797142.000000 Penalty: 3868.516602
	Iteration 71Q: 3 clusters Score -1.579714e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -15797709.000000 Penalty: 3868.516602
	Iteration 72Q: 3 clusters Score -1.579771e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -15798279.000000 Penalty: 3868.516602
	Iteration 73Q: 3 clusters Score -1.579828e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137257 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -15798848.000000 Penalty: 3868.516602
	Iteration 74Q: 3 clusters Score -1.579885e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138834 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -15799392.000000 Penalty: 3868.516602
	Iteration 75Q: 3 clusters Score -1.579939e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -15799956.000000 Penalty: 3868.516602
	Iteration 76Q: 3 clusters Score -1.579996e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -15800458.000000 Penalty: 3868.516602
	Iteration 77Q: 3 clusters Score -1.580046e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -15800937.000000 Penalty: 3868.516602
	Iteration 78Q: 3 clusters Score -1.580094e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143747 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -15801309.000000 Penalty: 3868.516602
	Iteration 79Q: 3 clusters Score -1.580131e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -15801592.000000 Penalty: 3868.516602
	Iteration 80F: 3 clusters Score -1.580159e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -15801806.000000 Penalty: 3868.516602
	Iteration 81Q: 3 clusters Score -1.580181e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15801977.000000 Penalty: 3868.516602
	Iteration 82Q: 3 clusters Score -1.580198e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145834 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -15802113.000000 Penalty: 3868.516602
	Iteration 83Q: 3 clusters Score -1.580211e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -15802227.000000 Penalty: 3868.516602
	Iteration 84Q: 3 clusters Score -1.580223e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146320 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15802355.000000 Penalty: 3868.516602
	Iteration 85Q: 3 clusters Score -1.580236e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15802474.000000 Penalty: 3868.516602
	Iteration 86Q: 3 clusters Score -1.580247e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15802563.000000 Penalty: 3868.516602
	Iteration 87Q: 3 clusters Score -1.580256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15802642.000000 Penalty: 3868.516602
	Iteration 88Q: 3 clusters Score -1.580264e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -15802700.000000 Penalty: 3868.516602
	Iteration 89Q: 3 clusters Score -1.58027e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15802736.000000 Penalty: 3868.516602
	Iteration 90Q: 3 clusters Score -1.580274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15802756.000000 Penalty: 3868.516602
	Iteration 91Q: 3 clusters Score -1.580276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15802770.000000 Penalty: 3868.516602
	Iteration 92Q: 3 clusters Score -1.580277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15802801.000000 Penalty: 3868.516602
	Iteration 93Q: 3 clusters Score -1.58028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15802820.000000 Penalty: 3868.516602
	Iteration 94Q: 3 clusters Score -1.580282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15802836.000000 Penalty: 3868.516602
	Iteration 95Q: 3 clusters Score -1.580284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15802838.000000 Penalty: 3868.516602
	Iteration 96Q: 3 clusters Score -1.580284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15802831.000000 Penalty: 3868.516602
	Iteration 97Q: 3 clusters Score -1.580283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -15802839.000000 Penalty: 3868.516602
	Iteration 98Q: 3 clusters Score -1.580284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147059 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15802829.000000 Penalty: 3868.516602
	Iteration 99Q: 3 clusters Score -1.580283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15802855.000000 Penalty: 3868.516602
	Iteration 100F: 3 clusters Score -1.580286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15802849.000000 Penalty: 3868.516602
	Iteration 101Q: 3 clusters Score -1.580285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15802854.000000 Penalty: 3868.516602
	Iteration 102Q: 3 clusters Score -1.580285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15802847.000000 Penalty: 3868.516602
	Iteration 103Q: 3 clusters Score -1.580285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15802856.000000 Penalty: 3868.516602
	Iteration 104Q: 3 clusters Score -1.580286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15802862.000000 Penalty: 3868.516602
	Iteration 105Q: 3 clusters Score -1.580286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -15802868.000000 Penalty: 3868.516602
	Iteration 106Q: 3 clusters Score -1.580287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15802870.000000 Penalty: 3868.516602
	Iteration 107Q: 3 clusters Score -1.580287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15802875.000000 Penalty: 3868.516602
	Iteration 108Q: 3 clusters Score -1.580288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -15802880.000000 Penalty: 3868.516602
	Iteration 109Q: 3 clusters Score -1.580288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15802873.000000 Penalty: 3868.516602
	Iteration 110Q: 3 clusters Score -1.580287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15802878.000000 Penalty: 3868.516602
	Iteration 111Q: 3 clusters Score -1.580288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15802880.000000 Penalty: 3868.516602
	Iteration 112Q: 3 clusters Score -1.580288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15802880.000000 Penalty: 3868.516602
	Iteration 113F: 3 clusters Score -1.580288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -150088.718750 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -150088.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -148333.421875 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -148333.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -148666.984375 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -148667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -148762.875000 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -148762.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -148809.000000 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -148809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148834.859375 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -148834.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -148862.640625 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -148862.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -148891.671875 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -148891.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -148917.484375 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -148917.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -148938.843750 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -148938.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -148955.781250 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -148955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -148969.531250 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -148969.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -148983.265625 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -148983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -149004.250000 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -149004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -149025.609375 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -149025.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -149042.296875 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -149042.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -149056.468750 Penalty: 2361.718994
	Iteration 15Q: 3 clusters Score -149056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -149061.906250 Penalty: 2361.718994
	Iteration 16Q: 3 clusters Score -149061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -149065.078125 Penalty: 2361.718994
	Iteration 17Q: 3 clusters Score -149065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -149067.015625 Penalty: 2361.718994
	Iteration 18Q: 3 clusters Score -149067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -149068.187500 Penalty: 2361.718994
	Iteration 19Q: 3 clusters Score -149068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -149068.187500 Penalty: 2361.718994
	Iteration 20F: 3 clusters Score -149068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -492463.468750 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -492463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -488699.218750 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -488699.2 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -489647.437500 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -489647.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -489818.750000 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -489818.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -489937.062500 Penalty: 2738.079102
	Iteration 3F: 3 clusters Score -489937.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -490027.375000 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -490027.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -490080.250000 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -490080.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -490118.656250 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -490118.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -490150.656250 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -490150.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -490186.406250 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -490186.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -490219.843750 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -490219.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -490253.968750 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -490254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -490282.750000 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -490282.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -490319.968750 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -490320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -490356.687500 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -490356.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -490395.843750 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -490395.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -490440.000000 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -490440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -490508.250000 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -490508.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -490595.312500 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -490595.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -490683.468750 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -490683.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -490762.156250 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -490762.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -490843.281250 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -490843.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -490927.437500 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -490927.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -491003.875000 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -491003.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -491063.281250 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -491063.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -491106.656250 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -491106.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -491133.531250 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -491133.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -491151.812500 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -491151.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -491162.000000 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -491162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -491170.312500 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -491170.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -491178.531250 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -491178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -491184.750000 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -491184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -491193.187500 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -491193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -491200.250000 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -491200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -491206.437500 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -491206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -491211.656250 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -491211.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -491214.781250 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -491214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -491218.937500 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -491218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -491224.937500 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -491224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -491230.781250 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -491230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -491234.531250 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -491234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -491237.843750 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -491237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -491240.062500 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -491240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -491242.875000 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -491242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -491244.000000 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -491244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -491244.687500 Penalty: 2738.079102
	Iteration 44Q: 3 clusters Score -491244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -491246.531250 Penalty: 2738.079102
	Iteration 45Q: 3 clusters Score -491246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -491249.343750 Penalty: 2738.079102
	Iteration 46Q: 3 clusters Score -491249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -491250.781250 Penalty: 2738.079102
	Iteration 47Q: 3 clusters Score -491250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -491253.500000 Penalty: 2738.079102
	Iteration 48Q: 3 clusters Score -491253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -491253.718750 Penalty: 2738.079102
	Iteration 49Q: 3 clusters Score -491253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -491257.218750 Penalty: 2738.079102
	Iteration 50Q: 3 clusters Score -491257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -491260.812500 Penalty: 2738.079102
	Iteration 51Q: 3 clusters Score -491260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -491262.718750 Penalty: 2738.079102
	Iteration 52Q: 3 clusters Score -491262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -491263.250000 Penalty: 2738.079102
	Iteration 53Q: 3 clusters Score -491263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -491263.250000 Penalty: 2738.079102
	Iteration 54F: 3 clusters Score -491263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Entering Unmasked Estep 
Score: -1467483.375000 Penalty: 1545.375000
	Iteration 0F: 2 clusters Score -1467483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1458106.750000 Penalty: 3090.750000
	Iteration 0F: 3 clusters Score -1458107 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1461463.375000 Penalty: 3090.750000
	Iteration 1F: 3 clusters Score -1461463 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1461942.000000 Penalty: 3090.750000
	Iteration 2F: 3 clusters Score -1461942 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1462409.875000 Penalty: 3090.750000
	Iteration 3F: 3 clusters Score -1462410 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1462946.500000 Penalty: 3090.750000
	Iteration 4F: 3 clusters Score -1462946 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1463544.250000 Penalty: 3090.750000
	Iteration 5F: 3 clusters Score -1463544 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1464242.000000 Penalty: 3090.750000
	Iteration 6F: 3 clusters Score -1464242 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1464945.500000 Penalty: 3090.750000
	Iteration 7F: 3 clusters Score -1464946 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1465539.500000 Penalty: 3090.750000
	Iteration 8F: 3 clusters Score -1465540 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1465975.875000 Penalty: 3090.750000
	Iteration 9Q: 3 clusters Score -1465976 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1466230.250000 Penalty: 3090.750000
	Iteration 10Q: 3 clusters Score -1466230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1466368.500000 Penalty: 3090.750000
	Iteration 11Q: 3 clusters Score -1466368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1466461.750000 Penalty: 3090.750000
	Iteration 12Q: 3 clusters Score -1466462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1466530.250000 Penalty: 3090.750000
	Iteration 13Q: 3 clusters Score -1466530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1466570.625000 Penalty: 3090.750000
	Iteration 14Q: 3 clusters Score -1466571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1466600.750000 Penalty: 3090.750000
	Iteration 15Q: 3 clusters Score -1466601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1466622.125000 Penalty: 3090.750000
	Iteration 16Q: 3 clusters Score -1466622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1466646.750000 Penalty: 3090.750000
	Iteration 17Q: 3 clusters Score -1466647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1466672.625000 Penalty: 3090.750000
	Iteration 18Q: 3 clusters Score -1466673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1466687.125000 Penalty: 3090.750000
	Iteration 19Q: 3 clusters Score -1466687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1466705.625000 Penalty: 3090.750000
	Iteration 20F: 3 clusters Score -1466706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1466718.500000 Penalty: 3090.750000
	Iteration 21Q: 3 clusters Score -1466718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1466733.750000 Penalty: 3090.750000
	Iteration 22Q: 3 clusters Score -1466734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1466751.000000 Penalty: 3090.750000
	Iteration 23Q: 3 clusters Score -1466751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1466761.375000 Penalty: 3090.750000
	Iteration 24Q: 3 clusters Score -1466761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1466773.000000 Penalty: 3090.750000
	Iteration 25Q: 3 clusters Score -1466773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1466781.125000 Penalty: 3090.750000
	Iteration 26Q: 3 clusters Score -1466781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1466787.375000 Penalty: 3090.750000
	Iteration 27Q: 3 clusters Score -1466787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1466791.875000 Penalty: 3090.750000
	Iteration 28Q: 3 clusters Score -1466792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1466800.250000 Penalty: 3090.750000
	Iteration 29Q: 3 clusters Score -1466800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1466809.500000 Penalty: 3090.750000
	Iteration 30Q: 3 clusters Score -1466810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1466817.500000 Penalty: 3090.750000
	Iteration 31Q: 3 clusters Score -1466818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1466822.625000 Penalty: 3090.750000
	Iteration 32Q: 3 clusters Score -1466823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1466821.500000 Penalty: 3090.750000
	Iteration 33Q: 3 clusters Score -1466822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1466823.250000 Penalty: 3090.750000
	Iteration 34Q: 3 clusters Score -1466823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1466822.875000 Penalty: 3090.750000
	Iteration 35Q: 3 clusters Score -1466823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1466824.125000 Penalty: 3090.750000
	Iteration 36Q: 3 clusters Score -1466824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1466829.250000 Penalty: 3090.750000
	Iteration 37Q: 3 clusters Score -1466829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1466830.250000 Penalty: 3090.750000
	Iteration 38Q: 3 clusters Score -1466830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1466830.500000 Penalty: 3090.750000
	Iteration 39Q: 3 clusters Score -1466830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1466830.000000 Penalty: 3090.750000
	Iteration 40F: 3 clusters Score -1466830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1466835.375000 Penalty: 3090.750000
	Iteration 41Q: 3 clusters Score -1466835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1466835.625000 Penalty: 3090.750000
	Iteration 42Q: 3 clusters Score -1466836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1466839.250000 Penalty: 3090.750000
	Iteration 43Q: 3 clusters Score -1466839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1466841.125000 Penalty: 3090.750000
	Iteration 44Q: 3 clusters Score -1466841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1466843.500000 Penalty: 3090.750000
	Iteration 45Q: 3 clusters Score -1466844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1466844.875000 Penalty: 3090.750000
	Iteration 46Q: 3 clusters Score -1466845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1466843.625000 Penalty: 3090.750000
	Iteration 47Q: 3 clusters Score -1466844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1466843.625000 Penalty: 3090.750000
	Iteration 48F: 3 clusters Score -1466844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Entering Unmasked Estep 
Score: -1360992.625000 Penalty: 1540.572144
	Iteration 0F: 2 clusters Score -1360993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1351981.500000 Penalty: 3081.144287
	Iteration 0F: 3 clusters Score -1351982 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1355071.250000 Penalty: 3081.144287
	Iteration 1F: 3 clusters Score -1355071 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1355410.625000 Penalty: 3081.144287
	Iteration 2F: 3 clusters Score -1355411 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1355765.875000 Penalty: 3081.144287
	Iteration 3F: 3 clusters Score -1355766 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1356144.125000 Penalty: 3081.144287
	Iteration 4F: 3 clusters Score -1356144 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1356587.750000 Penalty: 3081.144287
	Iteration 5F: 3 clusters Score -1356588 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1357110.625000 Penalty: 3081.144287
	Iteration 6F: 3 clusters Score -1357111 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1357711.875000 Penalty: 3081.144287
	Iteration 7F: 3 clusters Score -1357712 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1358278.000000 Penalty: 3081.144287
	Iteration 8F: 3 clusters Score -1358278 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1358702.750000 Penalty: 3081.144287
	Iteration 9Q: 3 clusters Score -1358703 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1359010.375000 Penalty: 3081.144287
	Iteration 10Q: 3 clusters Score -1359010 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1359191.750000 Penalty: 3081.144287
	Iteration 11Q: 3 clusters Score -1359192 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1359293.375000 Penalty: 3081.144287
	Iteration 12Q: 3 clusters Score -1359293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1359361.250000 Penalty: 3081.144287
	Iteration 13Q: 3 clusters Score -1359361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1359412.000000 Penalty: 3081.144287
	Iteration 14Q: 3 clusters Score -1359412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1359451.750000 Penalty: 3081.144287
	Iteration 15Q: 3 clusters Score -1359452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1359493.750000 Penalty: 3081.144287
	Iteration 16Q: 3 clusters Score -1359494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1359524.375000 Penalty: 3081.144287
	Iteration 17Q: 3 clusters Score -1359524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1359550.875000 Penalty: 3081.144287
	Iteration 18Q: 3 clusters Score -1359551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1359576.875000 Penalty: 3081.144287
	Iteration 19Q: 3 clusters Score -1359577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1359596.625000 Penalty: 3081.144287
	Iteration 20F: 3 clusters Score -1359597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1359624.625000 Penalty: 3081.144287
	Iteration 21Q: 3 clusters Score -1359625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1359647.750000 Penalty: 3081.144287
	Iteration 22Q: 3 clusters Score -1359648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1359663.625000 Penalty: 3081.144287
	Iteration 23Q: 3 clusters Score -1359664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1359685.250000 Penalty: 3081.144287
	Iteration 24Q: 3 clusters Score -1359685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1359707.125000 Penalty: 3081.144287
	Iteration 25Q: 3 clusters Score -1359707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1359730.125000 Penalty: 3081.144287
	Iteration 26Q: 3 clusters Score -1359730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1359750.000000 Penalty: 3081.144287
	Iteration 27Q: 3 clusters Score -1359750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1359758.375000 Penalty: 3081.144287
	Iteration 28Q: 3 clusters Score -1359758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1359761.500000 Penalty: 3081.144287
	Iteration 29Q: 3 clusters Score -1359762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1359770.625000 Penalty: 3081.144287
	Iteration 30Q: 3 clusters Score -1359771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1359772.375000 Penalty: 3081.144287
	Iteration 31Q: 3 clusters Score -1359772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1359772.625000 Penalty: 3081.144287
	Iteration 32Q: 3 clusters Score -1359773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1359773.250000 Penalty: 3081.144287
	Iteration 33Q: 3 clusters Score -1359773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1359776.375000 Penalty: 3081.144287
	Iteration 34Q: 3 clusters Score -1359776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1359777.250000 Penalty: 3081.144287
	Iteration 35Q: 3 clusters Score -1359777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1359776.750000 Penalty: 3081.144287
	Iteration 36Q: 3 clusters Score -1359777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1359777.125000 Penalty: 3081.144287
	Iteration 37Q: 3 clusters Score -1359777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1359779.125000 Penalty: 3081.144287
	Iteration 38Q: 3 clusters Score -1359779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1359780.250000 Penalty: 3081.144287
	Iteration 39Q: 3 clusters Score -1359780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1359779.625000 Penalty: 3081.144287
	Iteration 40F: 3 clusters Score -1359780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1359779.000000 Penalty: 3081.144287
	Iteration 41Q: 3 clusters Score -1359779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1359780.250000 Penalty: 3081.144287
	Iteration 42Q: 3 clusters Score -1359780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1359779.250000 Penalty: 3081.144287
	Iteration 43Q: 3 clusters Score -1359779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1359779.250000 Penalty: 3081.144287
	Iteration 44F: 3 clusters Score -1359779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Entering Unmasked Estep 
Score: -1406855.000000 Penalty: 1538.223389
	Iteration 0F: 2 clusters Score -1406855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1397814.125000 Penalty: 3076.446777
	Iteration 0F: 3 clusters Score -1397814 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1400724.375000 Penalty: 3076.446777
	Iteration 1F: 3 clusters Score -1400724 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1400940.375000 Penalty: 3076.446777
	Iteration 2F: 3 clusters Score -1400940 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1401119.250000 Penalty: 3076.446777
	Iteration 3Q: 3 clusters Score -1401119 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1401291.625000 Penalty: 3076.446777
	Iteration 4Q: 3 clusters Score -1401292 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1401461.375000 Penalty: 3076.446777
	Iteration 5Q: 3 clusters Score -1401461 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1401642.250000 Penalty: 3076.446777
	Iteration 6Q: 3 clusters Score -1401642 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1401846.375000 Penalty: 3076.446777
	Iteration 7Q: 3 clusters Score -1401846 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1402082.000000 Penalty: 3076.446777
	Iteration 8Q: 3 clusters Score -1402082 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1402383.875000 Penalty: 3076.446777
	Iteration 9Q: 3 clusters Score -1402384 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1402757.750000 Penalty: 3076.446777
	Iteration 10Q: 3 clusters Score -1402758 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1403213.625000 Penalty: 3076.446777
	Iteration 11Q: 3 clusters Score -1403214 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1403717.250000 Penalty: 3076.446777
	Iteration 12Q: 3 clusters Score -1403717 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1404178.625000 Penalty: 3076.446777
	Iteration 13Q: 3 clusters Score -1404179 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1404534.750000 Penalty: 3076.446777
	Iteration 14Q: 3 clusters Score -1404535 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1404821.625000 Penalty: 3076.446777
	Iteration 15Q: 3 clusters Score -1404822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1405046.375000 Penalty: 3076.446777
	Iteration 16Q: 3 clusters Score -1405046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1405181.125000 Penalty: 3076.446777
	Iteration 17Q: 3 clusters Score -1405181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1405272.625000 Penalty: 3076.446777
	Iteration 18Q: 3 clusters Score -1405273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1405330.000000 Penalty: 3076.446777
	Iteration 19Q: 3 clusters Score -1405330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1405376.625000 Penalty: 3076.446777
	Iteration 20F: 3 clusters Score -1405377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1405405.625000 Penalty: 3076.446777
	Iteration 21Q: 3 clusters Score -1405406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1405429.875000 Penalty: 3076.446777
	Iteration 22Q: 3 clusters Score -1405430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1405448.000000 Penalty: 3076.446777
	Iteration 23Q: 3 clusters Score -1405448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1405466.375000 Penalty: 3076.446777
	Iteration 24Q: 3 clusters Score -1405466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1405476.000000 Penalty: 3076.446777
	Iteration 25Q: 3 clusters Score -1405476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1405483.500000 Penalty: 3076.446777
	Iteration 26Q: 3 clusters Score -1405484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1405488.000000 Penalty: 3076.446777
	Iteration 27Q: 3 clusters Score -1405488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1405496.250000 Penalty: 3076.446777
	Iteration 28Q: 3 clusters Score -1405496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1405502.250000 Penalty: 3076.446777
	Iteration 29Q: 3 clusters Score -1405502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1405505.750000 Penalty: 3076.446777
	Iteration 30Q: 3 clusters Score -1405506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1405507.875000 Penalty: 3076.446777
	Iteration 31Q: 3 clusters Score -1405508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1405512.500000 Penalty: 3076.446777
	Iteration 32Q: 3 clusters Score -1405512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1405513.125000 Penalty: 3076.446777
	Iteration 33Q: 3 clusters Score -1405513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1405514.250000 Penalty: 3076.446777
	Iteration 34Q: 3 clusters Score -1405514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1405514.875000 Penalty: 3076.446777
	Iteration 35Q: 3 clusters Score -1405515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1405514.375000 Penalty: 3076.446777
	Iteration 36Q: 3 clusters Score -1405514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1405514.375000 Penalty: 3076.446777
	Iteration 37F: 3 clusters Score -1405514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Entering Unmasked Estep 
Score: -1509132.000000 Penalty: 1549.406982
	Iteration 0F: 2 clusters Score -1509132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1499461.750000 Penalty: 3098.813965
	Iteration 0F: 3 clusters Score -1499462 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1502649.125000 Penalty: 3098.813965
	Iteration 1F: 3 clusters Score -1502649 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1502958.750000 Penalty: 3098.813965
	Iteration 2F: 3 clusters Score -1502959 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1503246.000000 Penalty: 3098.813965
	Iteration 3Q: 3 clusters Score -1503246 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1503521.000000 Penalty: 3098.813965
	Iteration 4Q: 3 clusters Score -1503521 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1503787.250000 Penalty: 3098.813965
	Iteration 5Q: 3 clusters Score -1503787 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1504107.750000 Penalty: 3098.813965
	Iteration 6Q: 3 clusters Score -1504108 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1504509.125000 Penalty: 3098.813965
	Iteration 7Q: 3 clusters Score -1504509 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1505028.625000 Penalty: 3098.813965
	Iteration 8F: 3 clusters Score -1505029 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1505619.125000 Penalty: 3098.813965
	Iteration 9F: 3 clusters Score -1505619 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1506199.375000 Penalty: 3098.813965
	Iteration 10F: 3 clusters Score -1506199 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1506636.375000 Penalty: 3098.813965
	Iteration 11Q: 3 clusters Score -1506636 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1506963.500000 Penalty: 3098.813965
	Iteration 12Q: 3 clusters Score -1506964 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1507154.375000 Penalty: 3098.813965
	Iteration 13Q: 3 clusters Score -1507154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1507252.625000 Penalty: 3098.813965
	Iteration 14Q: 3 clusters Score -1507253 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1507320.750000 Penalty: 3098.813965
	Iteration 15Q: 3 clusters Score -1507321 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1507364.500000 Penalty: 3098.813965
	Iteration 16Q: 3 clusters Score -1507364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1507411.875000 Penalty: 3098.813965
	Iteration 17Q: 3 clusters Score -1507412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1507442.375000 Penalty: 3098.813965
	Iteration 18Q: 3 clusters Score -1507442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1507470.000000 Penalty: 3098.813965
	Iteration 19Q: 3 clusters Score -1507470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1507493.875000 Penalty: 3098.813965
	Iteration 20F: 3 clusters Score -1507494 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1507515.500000 Penalty: 3098.813965
	Iteration 21Q: 3 clusters Score -1507516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1507534.750000 Penalty: 3098.813965
	Iteration 22Q: 3 clusters Score -1507535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1507556.875000 Penalty: 3098.813965
	Iteration 23Q: 3 clusters Score -1507557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1507564.250000 Penalty: 3098.813965
	Iteration 24Q: 3 clusters Score -1507564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1507589.250000 Penalty: 3098.813965
	Iteration 25Q: 3 clusters Score -1507589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1507600.250000 Penalty: 3098.813965
	Iteration 26Q: 3 clusters Score -1507600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1507618.000000 Penalty: 3098.813965
	Iteration 27Q: 3 clusters Score -1507618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1507634.875000 Penalty: 3098.813965
	Iteration 28Q: 3 clusters Score -1507635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1507649.625000 Penalty: 3098.813965
	Iteration 29Q: 3 clusters Score -1507650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1507662.250000 Penalty: 3098.813965
	Iteration 30Q: 3 clusters Score -1507662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1507665.125000 Penalty: 3098.813965
	Iteration 31Q: 3 clusters Score -1507665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1507673.125000 Penalty: 3098.813965
	Iteration 32Q: 3 clusters Score -1507673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1507679.875000 Penalty: 3098.813965
	Iteration 33Q: 3 clusters Score -1507680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1507692.000000 Penalty: 3098.813965
	Iteration 34Q: 3 clusters Score -1507692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1507700.500000 Penalty: 3098.813965
	Iteration 35Q: 3 clusters Score -1507700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1507707.125000 Penalty: 3098.813965
	Iteration 36Q: 3 clusters Score -1507707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1507715.625000 Penalty: 3098.813965
	Iteration 37Q: 3 clusters Score -1507716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1507724.375000 Penalty: 3098.813965
	Iteration 38Q: 3 clusters Score -1507724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1507729.000000 Penalty: 3098.813965
	Iteration 39Q: 3 clusters Score -1507729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1507734.250000 Penalty: 3098.813965
	Iteration 40F: 3 clusters Score -1507734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1507738.750000 Penalty: 3098.813965
	Iteration 41Q: 3 clusters Score -1507739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1507745.125000 Penalty: 3098.813965
	Iteration 42Q: 3 clusters Score -1507745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1507756.250000 Penalty: 3098.813965
	Iteration 43Q: 3 clusters Score -1507756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1507759.625000 Penalty: 3098.813965
	Iteration 44Q: 3 clusters Score -1507760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1507762.125000 Penalty: 3098.813965
	Iteration 45Q: 3 clusters Score -1507762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1507765.250000 Penalty: 3098.813965
	Iteration 46Q: 3 clusters Score -1507765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1507766.375000 Penalty: 3098.813965
	Iteration 47Q: 3 clusters Score -1507766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1507771.125000 Penalty: 3098.813965
	Iteration 48Q: 3 clusters Score -1507771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1507773.625000 Penalty: 3098.813965
	Iteration 49Q: 3 clusters Score -1507774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1507775.125000 Penalty: 3098.813965
	Iteration 50Q: 3 clusters Score -1507775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1507776.125000 Penalty: 3098.813965
	Iteration 51Q: 3 clusters Score -1507776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1507777.375000 Penalty: 3098.813965
	Iteration 52Q: 3 clusters Score -1507777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1507779.875000 Penalty: 3098.813965
	Iteration 53Q: 3 clusters Score -1507780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1507782.875000 Penalty: 3098.813965
	Iteration 54Q: 3 clusters Score -1507783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1507784.625000 Penalty: 3098.813965
	Iteration 55Q: 3 clusters Score -1507785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1507791.250000 Penalty: 3098.813965
	Iteration 56Q: 3 clusters Score -1507791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1507791.875000 Penalty: 3098.813965
	Iteration 57Q: 3 clusters Score -1507792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1507794.750000 Penalty: 3098.813965
	Iteration 58Q: 3 clusters Score -1507795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1507796.125000 Penalty: 3098.813965
	Iteration 59Q: 3 clusters Score -1507796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1507799.625000 Penalty: 3098.813965
	Iteration 60F: 3 clusters Score -1507800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1507802.875000 Penalty: 3098.813965
	Iteration 61Q: 3 clusters Score -1507803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1507805.125000 Penalty: 3098.813965
	Iteration 62Q: 3 clusters Score -1507805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1507807.000000 Penalty: 3098.813965
	Iteration 63Q: 3 clusters Score -1507807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1507807.375000 Penalty: 3098.813965
	Iteration 64Q: 3 clusters Score -1507807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1507806.875000 Penalty: 3098.813965
	Iteration 65Q: 3 clusters Score -1507807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1507808.875000 Penalty: 3098.813965
	Iteration 66Q: 3 clusters Score -1507809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1507807.625000 Penalty: 3098.813965
	Iteration 67Q: 3 clusters Score -1507808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1507810.750000 Penalty: 3098.813965
	Iteration 68Q: 3 clusters Score -1507811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1507811.750000 Penalty: 3098.813965
	Iteration 69Q: 3 clusters Score -1507812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1507814.875000 Penalty: 3098.813965
	Iteration 70Q: 3 clusters Score -1507815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1507820.125000 Penalty: 3098.813965
	Iteration 71Q: 3 clusters Score -1507820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1507820.250000 Penalty: 3098.813965
	Iteration 72Q: 3 clusters Score -1507820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1507823.750000 Penalty: 3098.813965
	Iteration 73Q: 3 clusters Score -1507824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1507824.250000 Penalty: 3098.813965
	Iteration 74Q: 3 clusters Score -1507824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1507828.250000 Penalty: 3098.813965
	Iteration 75Q: 3 clusters Score -1507828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1507827.250000 Penalty: 3098.813965
	Iteration 76Q: 3 clusters Score -1507827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1507831.500000 Penalty: 3098.813965
	Iteration 77Q: 3 clusters Score -1507832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1507831.750000 Penalty: 3098.813965
	Iteration 78Q: 3 clusters Score -1507832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1507832.000000 Penalty: 3098.813965
	Iteration 79Q: 3 clusters Score -1507832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1507831.125000 Penalty: 3098.813965
	Iteration 80F: 3 clusters Score -1507831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1507833.625000 Penalty: 3098.813965
	Iteration 81Q: 3 clusters Score -1507834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1507835.625000 Penalty: 3098.813965
	Iteration 82Q: 3 clusters Score -1507836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1507835.500000 Penalty: 3098.813965
	Iteration 83Q: 3 clusters Score -1507836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1507838.000000 Penalty: 3098.813965
	Iteration 84Q: 3 clusters Score -1507838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1507839.000000 Penalty: 3098.813965
	Iteration 85Q: 3 clusters Score -1507839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1507841.500000 Penalty: 3098.813965
	Iteration 86Q: 3 clusters Score -1507842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1507845.875000 Penalty: 3098.813965
	Iteration 87Q: 3 clusters Score -1507846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1507847.250000 Penalty: 3098.813965
	Iteration 88Q: 3 clusters Score -1507847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1507846.000000 Penalty: 3098.813965
	Iteration 89Q: 3 clusters Score -1507846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1507848.375000 Penalty: 3098.813965
	Iteration 90Q: 3 clusters Score -1507848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1507850.250000 Penalty: 3098.813965
	Iteration 91Q: 3 clusters Score -1507850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1507850.250000 Penalty: 3098.813965
	Iteration 92F: 3 clusters Score -1507850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Entering Unmasked Estep 
Score: -6009792.500000 Penalty: 1780.769775
	Iteration 0F: 2 clusters Score -6009792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5971374.000000 Penalty: 3561.539551
	Iteration 0F: 3 clusters Score -5971374 nChanged 27220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -5986833.500000 Penalty: 3561.539551
	Iteration 1F: 3 clusters Score -5986834 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -5987452.000000 Penalty: 3561.539551
	Iteration 2Q: 3 clusters Score -5987452 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -5988407.000000 Penalty: 3561.539551
	Iteration 3Q: 3 clusters Score -5988407 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5989976.500000 Penalty: 3561.539551
	Iteration 4F: 3 clusters Score -5989976 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5992675.500000 Penalty: 3561.539551
	Iteration 5F: 3 clusters Score -5992676 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -5996696.000000 Penalty: 3561.539551
	Iteration 6F: 3 clusters Score -5996696 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -6001245.000000 Penalty: 3561.539551
	Iteration 7F: 3 clusters Score -6001245 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6004903.500000 Penalty: 3561.539551
	Iteration 8F: 3 clusters Score -6004904 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -6006815.500000 Penalty: 3561.539551
	Iteration 9Q: 3 clusters Score -6006816 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -6007629.000000 Penalty: 3561.539551
	Iteration 10Q: 3 clusters Score -6007629 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -6007997.500000 Penalty: 3561.539551
	Iteration 11Q: 3 clusters Score -6007998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6008143.500000 Penalty: 3561.539551
	Iteration 12Q: 3 clusters Score -6008144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -6008229.500000 Penalty: 3561.539551
	Iteration 13Q: 3 clusters Score -6008230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -6008288.500000 Penalty: 3561.539551
	Iteration 14Q: 3 clusters Score -6008288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -6008321.500000 Penalty: 3561.539551
	Iteration 15Q: 3 clusters Score -6008322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -6008336.000000 Penalty: 3561.539551
	Iteration 16Q: 3 clusters Score -6008336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -6008360.500000 Penalty: 3561.539551
	Iteration 17Q: 3 clusters Score -6008360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -6008357.500000 Penalty: 3561.539551
	Iteration 18Q: 3 clusters Score -6008358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -6008361.500000 Penalty: 3561.539551
	Iteration 19Q: 3 clusters Score -6008362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -6008373.000000 Penalty: 3561.539551
	Iteration 20F: 3 clusters Score -6008373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -6008380.500000 Penalty: 3561.539551
	Iteration 21Q: 3 clusters Score -6008380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -6008375.000000 Penalty: 3561.539551
	Iteration 22Q: 3 clusters Score -6008375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -6008379.500000 Penalty: 3561.539551
	Iteration 23Q: 3 clusters Score -6008380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -6008382.000000 Penalty: 3561.539551
	Iteration 24Q: 3 clusters Score -6008382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -6008377.500000 Penalty: 3561.539551
	Iteration 25Q: 3 clusters Score -6008378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -6008381.500000 Penalty: 3561.539551
	Iteration 26Q: 3 clusters Score -6008382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -6008381.500000 Penalty: 3561.539551
	Iteration 27Q: 3 clusters Score -6008382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -6008379.000000 Penalty: 3561.539551
	Iteration 28Q: 3 clusters Score -6008379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -6008380.500000 Penalty: 3561.539551
	Iteration 29Q: 3 clusters Score -6008380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -6008382.500000 Penalty: 3561.539551
	Iteration 30Q: 3 clusters Score -6008382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -6008382.500000 Penalty: 3561.539551
	Iteration 31F: 3 clusters Score -6008382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -819234.937500 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -819234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -813312.000000 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -813312 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -815107.875000 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -815107.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -815413.125000 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -815413.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -815755.250000 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -815755.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -816130.625000 Penalty: 2918.515137
	Iteration 4F: 3 clusters Score -816130.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -816552.812500 Penalty: 2918.515137
	Iteration 5F: 3 clusters Score -816552.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -817008.875000 Penalty: 2918.515137
	Iteration 6F: 3 clusters Score -817008.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -817390.562500 Penalty: 2918.515137
	Iteration 7F: 3 clusters Score -817390.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -817653.937500 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -817653.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -817850.625000 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -817850.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -818015.000000 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -818015 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -818157.312500 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -818157.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -818239.250000 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -818239.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -818268.812500 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -818268.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -818289.875000 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -818289.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -818302.437500 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -818302.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -818312.500000 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -818312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -818321.937500 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -818321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -818328.687500 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -818328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -818334.812500 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -818334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -818339.625000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -818339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -818341.125000 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -818341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -818343.937500 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -818343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -818345.312500 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -818345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -818348.000000 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -818348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -818351.000000 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -818351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -818351.750000 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -818351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -818353.312500 Penalty: 2918.515137
	Iteration 27Q: 3 clusters Score -818353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -818355.875000 Penalty: 2918.515137
	Iteration 28Q: 3 clusters Score -818355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -818355.437500 Penalty: 2918.515137
	Iteration 29Q: 3 clusters Score -818355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -818356.000000 Penalty: 2918.515137
	Iteration 30Q: 3 clusters Score -818356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -818357.062500 Penalty: 2918.515137
	Iteration 31Q: 3 clusters Score -818357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -818356.625000 Penalty: 2918.515137
	Iteration 32Q: 3 clusters Score -818356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -818356.875000 Penalty: 2918.515137
	Iteration 33Q: 3 clusters Score -818356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -818356.187500 Penalty: 2918.515137
	Iteration 34Q: 3 clusters Score -818356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -818358.437500 Penalty: 2918.515137
	Iteration 35Q: 3 clusters Score -818358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -818358.937500 Penalty: 2918.515137
	Iteration 36Q: 3 clusters Score -818358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -818359.625000 Penalty: 2918.515137
	Iteration 37Q: 3 clusters Score -818359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -818359.187500 Penalty: 2918.515137
	Iteration 38Q: 3 clusters Score -818359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -818359.187500 Penalty: 2918.515137
	Iteration 39F: 3 clusters Score -818359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -17636.132812 Penalty: 867.349976
	Iteration 0F: 2 clusters Score -17636.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16969.187500 Penalty: 1734.699951
	Iteration 0F: 3 clusters Score -16969.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17103.621094 Penalty: 1734.699951
	Iteration 1F: 3 clusters Score -17103.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17167.341797 Penalty: 1734.699951
	Iteration 2Q: 3 clusters Score -17167.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17184.619141 Penalty: 1734.699951
	Iteration 3Q: 3 clusters Score -17184.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17204.171875 Penalty: 1734.699951
	Iteration 4Q: 3 clusters Score -17204.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17242.220703 Penalty: 1734.699951
	Iteration 5Q: 3 clusters Score -17242.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17251.527344 Penalty: 1734.699951
	Iteration 6Q: 3 clusters Score -17251.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17263.162109 Penalty: 1734.699951
	Iteration 7Q: 3 clusters Score -17263.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17263.162109 Penalty: 1734.699951
	Iteration 8F: 3 clusters Score -17263.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -402508.937500 Penalty: 1353.059082
	Iteration 0F: 2 clusters Score -402508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -399107.500000 Penalty: 2706.118164
	Iteration 0F: 3 clusters Score -399107.5 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -400108.218750 Penalty: 2706.118164
	Iteration 1F: 3 clusters Score -400108.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -400341.281250 Penalty: 2706.118164
	Iteration 2F: 3 clusters Score -400341.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -400535.906250 Penalty: 2706.118164
	Iteration 3F: 3 clusters Score -400535.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -400766.250000 Penalty: 2706.118164
	Iteration 4F: 3 clusters Score -400766.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -400942.281250 Penalty: 2706.118164
	Iteration 5F: 3 clusters Score -400942.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -401087.968750 Penalty: 2706.118164
	Iteration 6Q: 3 clusters Score -401088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -401181.531250 Penalty: 2706.118164
	Iteration 7Q: 3 clusters Score -401181.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -401246.187500 Penalty: 2706.118164
	Iteration 8Q: 3 clusters Score -401246.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -401290.875000 Penalty: 2706.118164
	Iteration 9Q: 3 clusters Score -401290.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -401319.937500 Penalty: 2706.118164
	Iteration 10Q: 3 clusters Score -401319.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -401353.093750 Penalty: 2706.118164
	Iteration 11Q: 3 clusters Score -401353.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -401381.218750 Penalty: 2706.118164
	Iteration 12Q: 3 clusters Score -401381.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -401394.656250 Penalty: 2706.118164
	Iteration 13Q: 3 clusters Score -401394.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -401400.875000 Penalty: 2706.118164
	Iteration 14Q: 3 clusters Score -401400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401403.593750 Penalty: 2706.118164
	Iteration 15Q: 3 clusters Score -401403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -401407.468750 Penalty: 2706.118164
	Iteration 16Q: 3 clusters Score -401407.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -401409.218750 Penalty: 2706.118164
	Iteration 17Q: 3 clusters Score -401409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -401412.281250 Penalty: 2706.118164
	Iteration 18Q: 3 clusters Score -401412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -401415.875000 Penalty: 2706.118164
	Iteration 19Q: 3 clusters Score -401415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -401416.531250 Penalty: 2706.118164
	Iteration 20F: 3 clusters Score -401416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -401417.812500 Penalty: 2706.118164
	Iteration 21Q: 3 clusters Score -401417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -401419.187500 Penalty: 2706.118164
	Iteration 22Q: 3 clusters Score -401419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -401421.000000 Penalty: 2706.118164
	Iteration 23Q: 3 clusters Score -401421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -401421.218750 Penalty: 2706.118164
	Iteration 24Q: 3 clusters Score -401421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -401422.687500 Penalty: 2706.118164
	Iteration 25Q: 3 clusters Score -401422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -401422.312500 Penalty: 2706.118164
	Iteration 26Q: 3 clusters Score -401422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -401423.875000 Penalty: 2706.118164
	Iteration 27Q: 3 clusters Score -401423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -401425.156250 Penalty: 2706.118164
	Iteration 28Q: 3 clusters Score -401425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -401426.375000 Penalty: 2706.118164
	Iteration 29Q: 3 clusters Score -401426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -401427.687500 Penalty: 2706.118164
	Iteration 30Q: 3 clusters Score -401427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -401428.062500 Penalty: 2706.118164
	Iteration 31Q: 3 clusters Score -401428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -401429.093750 Penalty: 2706.118164
	Iteration 32Q: 3 clusters Score -401429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -401430.500000 Penalty: 2706.118164
	Iteration 33Q: 3 clusters Score -401430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -401430.718750 Penalty: 2706.118164
	Iteration 34Q: 3 clusters Score -401430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -401431.625000 Penalty: 2706.118164
	Iteration 35Q: 3 clusters Score -401431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -401433.312500 Penalty: 2706.118164
	Iteration 36Q: 3 clusters Score -401433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -401435.218750 Penalty: 2706.118164
	Iteration 37Q: 3 clusters Score -401435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -401435.718750 Penalty: 2706.118164
	Iteration 38Q: 3 clusters Score -401435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -401436.093750 Penalty: 2706.118164
	Iteration 39Q: 3 clusters Score -401436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -401436.781250 Penalty: 2706.118164
	Iteration 40F: 3 clusters Score -401436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -401437.000000 Penalty: 2706.118164
	Iteration 41Q: 3 clusters Score -401437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -401438.187500 Penalty: 2706.118164
	Iteration 42Q: 3 clusters Score -401438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -401440.281250 Penalty: 2706.118164
	Iteration 43Q: 3 clusters Score -401440.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -401442.625000 Penalty: 2706.118164
	Iteration 44Q: 3 clusters Score -401442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -401443.562500 Penalty: 2706.118164
	Iteration 45Q: 3 clusters Score -401443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401444.281250 Penalty: 2706.118164
	Iteration 46Q: 3 clusters Score -401444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -401444.781250 Penalty: 2706.118164
	Iteration 47Q: 3 clusters Score -401444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -401446.000000 Penalty: 2706.118164
	Iteration 48Q: 3 clusters Score -401446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -401447.062500 Penalty: 2706.118164
	Iteration 49Q: 3 clusters Score -401447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401446.781250 Penalty: 2706.118164
	Iteration 50Q: 3 clusters Score -401446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401447.687500 Penalty: 2706.118164
	Iteration 51Q: 3 clusters Score -401447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401448.312500 Penalty: 2706.118164
	Iteration 52Q: 3 clusters Score -401448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -401448.312500 Penalty: 2706.118164
	Iteration 53F: 3 clusters Score -401448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Entering Unmasked Estep 
Score: -15938082.000000 Penalty: 1936.026123
	Iteration 0F: 2 clusters Score -1.593808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -15838405.000000 Penalty: 3872.052246
	Iteration 0F: 3 clusters Score -1.58384e+07 nChanged 71982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -15881374.000000 Penalty: 3872.052246
	Iteration 1F: 3 clusters Score -1.588137e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -15883479.000000 Penalty: 3872.052246
	Iteration 2Q: 3 clusters Score -1.588348e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -15887010.000000 Penalty: 3872.052246
	Iteration 3Q: 3 clusters Score -1.588701e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -15892099.000000 Penalty: 3872.052246
	Iteration 4F: 3 clusters Score -1.58921e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -15899023.000000 Penalty: 3872.052246
	Iteration 5F: 3 clusters Score -1.589902e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -15906261.000000 Penalty: 3872.052246
	Iteration 6F: 3 clusters Score -1.590626e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -15912892.000000 Penalty: 3872.052246
	Iteration 7F: 3 clusters Score -1.591289e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -15916795.000000 Penalty: 3872.052246
	Iteration 8F: 3 clusters Score -1.59168e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -15918209.000000 Penalty: 3872.052246
	Iteration 9Q: 3 clusters Score -1.591821e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -15918873.000000 Penalty: 3872.052246
	Iteration 10Q: 3 clusters Score -1.591887e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -15919320.000000 Penalty: 3872.052246
	Iteration 11Q: 3 clusters Score -1.591932e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -15919655.000000 Penalty: 3872.052246
	Iteration 12Q: 3 clusters Score -1.591966e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -15920089.000000 Penalty: 3872.052246
	Iteration 13Q: 3 clusters Score -1.592009e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -15920702.000000 Penalty: 3872.052246
	Iteration 14Q: 3 clusters Score -1.59207e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -15921165.000000 Penalty: 3872.052246
	Iteration 15Q: 3 clusters Score -1.592116e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -15921659.000000 Penalty: 3872.052246
	Iteration 16Q: 3 clusters Score -1.592166e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -15922241.000000 Penalty: 3872.052246
	Iteration 17Q: 3 clusters Score -1.592224e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -15922716.000000 Penalty: 3872.052246
	Iteration 18Q: 3 clusters Score -1.592272e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -15923110.000000 Penalty: 3872.052246
	Iteration 19Q: 3 clusters Score -1.592311e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -15923456.000000 Penalty: 3872.052246
	Iteration 20F: 3 clusters Score -1.592346e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -15923794.000000 Penalty: 3872.052246
	Iteration 21Q: 3 clusters Score -1.592379e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -15923978.000000 Penalty: 3872.052246
	Iteration 22Q: 3 clusters Score -1.592398e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -15924110.000000 Penalty: 3872.052246
	Iteration 23Q: 3 clusters Score -1.592411e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -15924265.000000 Penalty: 3872.052246
	Iteration 24Q: 3 clusters Score -1.592426e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -15924425.000000 Penalty: 3872.052246
	Iteration 25Q: 3 clusters Score -1.592442e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -15924544.000000 Penalty: 3872.052246
	Iteration 26Q: 3 clusters Score -1.592454e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -15924697.000000 Penalty: 3872.052246
	Iteration 27Q: 3 clusters Score -1.59247e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -15924749.000000 Penalty: 3872.052246
	Iteration 28Q: 3 clusters Score -1.592475e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -15924794.000000 Penalty: 3872.052246
	Iteration 29Q: 3 clusters Score -1.592479e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -15924879.000000 Penalty: 3872.052246
	Iteration 30Q: 3 clusters Score -1.592488e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -15924900.000000 Penalty: 3872.052246
	Iteration 31Q: 3 clusters Score -1.59249e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -15924917.000000 Penalty: 3872.052246
	Iteration 32Q: 3 clusters Score -1.592492e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -15924954.000000 Penalty: 3872.052246
	Iteration 33Q: 3 clusters Score -1.592495e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -15925043.000000 Penalty: 3872.052246
	Iteration 34Q: 3 clusters Score -1.592504e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -15925096.000000 Penalty: 3872.052246
	Iteration 35Q: 3 clusters Score -1.59251e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -15925189.000000 Penalty: 3872.052246
	Iteration 36Q: 3 clusters Score -1.592519e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -15925206.000000 Penalty: 3872.052246
	Iteration 37Q: 3 clusters Score -1.592521e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -15925268.000000 Penalty: 3872.052246
	Iteration 38Q: 3 clusters Score -1.592527e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -15925350.000000 Penalty: 3872.052246
	Iteration 39Q: 3 clusters Score -1.592535e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -15925450.000000 Penalty: 3872.052246
	Iteration 40F: 3 clusters Score -1.592545e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -15925510.000000 Penalty: 3872.052246
	Iteration 41Q: 3 clusters Score -1.592551e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -15925609.000000 Penalty: 3872.052246
	Iteration 42Q: 3 clusters Score -1.592561e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -15925706.000000 Penalty: 3872.052246
	Iteration 43Q: 3 clusters Score -1.592571e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -15925685.000000 Penalty: 3872.052246
	Iteration 44Q: 3 clusters Score -1.592568e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -15925754.000000 Penalty: 3872.052246
	Iteration 45Q: 3 clusters Score -1.592575e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -15925897.000000 Penalty: 3872.052246
	Iteration 46Q: 3 clusters Score -1.59259e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -15926049.000000 Penalty: 3872.052246
	Iteration 47Q: 3 clusters Score -1.592605e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -15926218.000000 Penalty: 3872.052246
	Iteration 48Q: 3 clusters Score -1.592622e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -15926290.000000 Penalty: 3872.052246
	Iteration 49Q: 3 clusters Score -1.592629e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -15926395.000000 Penalty: 3872.052246
	Iteration 50Q: 3 clusters Score -1.59264e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -15926565.000000 Penalty: 3872.052246
	Iteration 51Q: 3 clusters Score -1.592656e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -15926726.000000 Penalty: 3872.052246
	Iteration 52Q: 3 clusters Score -1.592673e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -15926787.000000 Penalty: 3872.052246
	Iteration 53Q: 3 clusters Score -1.592679e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -15926897.000000 Penalty: 3872.052246
	Iteration 54Q: 3 clusters Score -1.59269e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -15927085.000000 Penalty: 3872.052246
	Iteration 55Q: 3 clusters Score -1.592708e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -15927187.000000 Penalty: 3872.052246
	Iteration 56Q: 3 clusters Score -1.592719e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -15927341.000000 Penalty: 3872.052246
	Iteration 57Q: 3 clusters Score -1.592734e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -15927582.000000 Penalty: 3872.052246
	Iteration 58Q: 3 clusters Score -1.592758e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -15927735.000000 Penalty: 3872.052246
	Iteration 59Q: 3 clusters Score -1.592774e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -15927950.000000 Penalty: 3872.052246
	Iteration 60F: 3 clusters Score -1.592795e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -15928133.000000 Penalty: 3872.052246
	Iteration 61Q: 3 clusters Score -1.592813e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -15928372.000000 Penalty: 3872.052246
	Iteration 62Q: 3 clusters Score -1.592837e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 104813 members 
Entering Unmasked Estep 
Score: -15928504.000000 Penalty: 3872.052246
	Iteration 63Q: 3 clusters Score -1.59285e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -15928688.000000 Penalty: 3872.052246
	Iteration 64Q: 3 clusters Score -1.592869e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -15928898.000000 Penalty: 3872.052246
	Iteration 65Q: 3 clusters Score -1.59289e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -15929128.000000 Penalty: 3872.052246
	Iteration 66Q: 3 clusters Score -1.592913e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -15929454.000000 Penalty: 3872.052246
	Iteration 67Q: 3 clusters Score -1.592945e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -15929587.000000 Penalty: 3872.052246
	Iteration 68Q: 3 clusters Score -1.592959e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -15929785.000000 Penalty: 3872.052246
	Iteration 69Q: 3 clusters Score -1.592978e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 114118 members 
Entering Unmasked Estep 
Score: -15930047.000000 Penalty: 3872.052246
	Iteration 70Q: 3 clusters Score -1.593005e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -15930351.000000 Penalty: 3872.052246
	Iteration 71Q: 3 clusters Score -1.593035e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -15930570.000000 Penalty: 3872.052246
	Iteration 72Q: 3 clusters Score -1.593057e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 118336 members 
Entering Unmasked Estep 
Score: -15930765.000000 Penalty: 3872.052246
	Iteration 73Q: 3 clusters Score -1.593076e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -15931022.000000 Penalty: 3872.052246
	Iteration 74Q: 3 clusters Score -1.593102e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -15931418.000000 Penalty: 3872.052246
	Iteration 75Q: 3 clusters Score -1.593142e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -15931698.000000 Penalty: 3872.052246
	Iteration 76Q: 3 clusters Score -1.59317e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -15931984.000000 Penalty: 3872.052246
	Iteration 77Q: 3 clusters Score -1.593198e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 125339 members 
Entering Unmasked Estep 
Score: -15932352.000000 Penalty: 3872.052246
	Iteration 78Q: 3 clusters Score -1.593235e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -15932714.000000 Penalty: 3872.052246
	Iteration 79Q: 3 clusters Score -1.593271e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 128076 members 
Entering Unmasked Estep 
Score: -15933014.000000 Penalty: 3872.052246
	Iteration 80F: 3 clusters Score -1.593301e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -15933435.000000 Penalty: 3872.052246
	Iteration 81Q: 3 clusters Score -1.593344e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -15933740.000000 Penalty: 3872.052246
	Iteration 82Q: 3 clusters Score -1.593374e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 131654 members 
Entering Unmasked Estep 
Score: -15933957.000000 Penalty: 3872.052246
	Iteration 83Q: 3 clusters Score -1.593396e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -15934177.000000 Penalty: 3872.052246
	Iteration 84Q: 3 clusters Score -1.593418e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -15934487.000000 Penalty: 3872.052246
	Iteration 85Q: 3 clusters Score -1.593449e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 134566 members 
Entering Unmasked Estep 
Score: -15934692.000000 Penalty: 3872.052246
	Iteration 86Q: 3 clusters Score -1.593469e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 135492 members 
Entering Unmasked Estep 
Score: -15934848.000000 Penalty: 3872.052246
	Iteration 87Q: 3 clusters Score -1.593485e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -15935037.000000 Penalty: 3872.052246
	Iteration 88Q: 3 clusters Score -1.593504e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 137282 members 
Entering Unmasked Estep 
Score: -15935242.000000 Penalty: 3872.052246
	Iteration 89Q: 3 clusters Score -1.593524e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -15935495.000000 Penalty: 3872.052246
	Iteration 90Q: 3 clusters Score -1.59355e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 138948 members 
Entering Unmasked Estep 
Score: -15935753.000000 Penalty: 3872.052246
	Iteration 91Q: 3 clusters Score -1.593575e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -15935908.000000 Penalty: 3872.052246
	Iteration 92Q: 3 clusters Score -1.593591e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 140445 members 
Entering Unmasked Estep 
Score: -15936078.000000 Penalty: 3872.052246
	Iteration 93Q: 3 clusters Score -1.593608e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 141145 members 
Entering Unmasked Estep 
Score: -15936191.000000 Penalty: 3872.052246
	Iteration 94Q: 3 clusters Score -1.593619e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -15936337.000000 Penalty: 3872.052246
	Iteration 95Q: 3 clusters Score -1.593634e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -15936442.000000 Penalty: 3872.052246
	Iteration 96Q: 3 clusters Score -1.593644e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 142851 members 
Entering Unmasked Estep 
Score: -15936540.000000 Penalty: 3872.052246
	Iteration 97Q: 3 clusters Score -1.593654e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -15936594.000000 Penalty: 3872.052246
	Iteration 98Q: 3 clusters Score -1.593659e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -15936709.000000 Penalty: 3872.052246
	Iteration 99Q: 3 clusters Score -1.593671e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -15936763.000000 Penalty: 3872.052246
	Iteration 100F: 3 clusters Score -1.593676e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -15936846.000000 Penalty: 3872.052246
	Iteration 101Q: 3 clusters Score -1.593685e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -15936930.000000 Penalty: 3872.052246
	Iteration 102Q: 3 clusters Score -1.593693e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -15936958.000000 Penalty: 3872.052246
	Iteration 103Q: 3 clusters Score -1.593696e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -15936987.000000 Penalty: 3872.052246
	Iteration 104Q: 3 clusters Score -1.593699e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -15937017.000000 Penalty: 3872.052246
	Iteration 105Q: 3 clusters Score -1.593702e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -15937079.000000 Penalty: 3872.052246
	Iteration 106Q: 3 clusters Score -1.593708e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 145927 members 
Entering Unmasked Estep 
Score: -15937092.000000 Penalty: 3872.052246
	Iteration 107Q: 3 clusters Score -1.593709e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -15937137.000000 Penalty: 3872.052246
	Iteration 108Q: 3 clusters Score -1.593714e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 146178 members 
Entering Unmasked Estep 
Score: -15937161.000000 Penalty: 3872.052246
	Iteration 109Q: 3 clusters Score -1.593716e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -15937174.000000 Penalty: 3872.052246
	Iteration 110Q: 3 clusters Score -1.593717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -15937184.000000 Penalty: 3872.052246
	Iteration 111Q: 3 clusters Score -1.593718e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 146437 members 
Entering Unmasked Estep 
Score: -15937210.000000 Penalty: 3872.052246
	Iteration 112Q: 3 clusters Score -1.593721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -15937224.000000 Penalty: 3872.052246
	Iteration 113Q: 3 clusters Score -1.593722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 146547 members 
Entering Unmasked Estep 
Score: -15937229.000000 Penalty: 3872.052246
	Iteration 114Q: 3 clusters Score -1.593723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -15937234.000000 Penalty: 3872.052246
	Iteration 115Q: 3 clusters Score -1.593723e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -15937222.000000 Penalty: 3872.052246
	Iteration 116Q: 3 clusters Score -1.593722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -15937221.000000 Penalty: 3872.052246
	Iteration 117Q: 3 clusters Score -1.593722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 146707 members 
Entering Unmasked Estep 
Score: -15937211.000000 Penalty: 3872.052246
	Iteration 118Q: 3 clusters Score -1.593721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -15937221.000000 Penalty: 3872.052246
	Iteration 119Q: 3 clusters Score -1.593722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 146767 members 
Entering Unmasked Estep 
Score: -15937235.000000 Penalty: 3872.052246
	Iteration 120F: 3 clusters Score -1.593724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -15937239.000000 Penalty: 3872.052246
	Iteration 121Q: 3 clusters Score -1.593724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -15937204.000000 Penalty: 3872.052246
	Iteration 122Q: 3 clusters Score -1.59372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 146826 members 
Entering Unmasked Estep 
Score: -15937221.000000 Penalty: 3872.052246
	Iteration 123Q: 3 clusters Score -1.593722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -15937202.000000 Penalty: 3872.052246
	Iteration 124Q: 3 clusters Score -1.59372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -15937193.000000 Penalty: 3872.052246
	Iteration 125Q: 3 clusters Score -1.593719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -15937207.000000 Penalty: 3872.052246
	Iteration 126Q: 3 clusters Score -1.593721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -15937207.000000 Penalty: 3872.052246
	Iteration 127Q: 3 clusters Score -1.593721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -15937207.000000 Penalty: 3872.052246
	Iteration 128F: 3 clusters Score -1.593721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Entering Unmasked Estep 
Score: -2133561.750000 Penalty: 1604.115601
	Iteration 0F: 2 clusters Score -2133562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2120327.000000 Penalty: 3208.231201
	Iteration 0F: 3 clusters Score -2120327 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2125019.500000 Penalty: 3208.231201
	Iteration 1F: 3 clusters Score -2125020 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2125317.250000 Penalty: 3208.231201
	Iteration 2Q: 3 clusters Score -2125317 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2125592.250000 Penalty: 3208.231201
	Iteration 3Q: 3 clusters Score -2125592 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2125916.250000 Penalty: 3208.231201
	Iteration 4Q: 3 clusters Score -2125916 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2126375.500000 Penalty: 3208.231201
	Iteration 5Q: 3 clusters Score -2126376 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2126948.000000 Penalty: 3208.231201
	Iteration 6F: 3 clusters Score -2126948 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2127763.250000 Penalty: 3208.231201
	Iteration 7F: 3 clusters Score -2127763 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2128808.000000 Penalty: 3208.231201
	Iteration 8F: 3 clusters Score -2128808 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2129925.250000 Penalty: 3208.231201
	Iteration 9F: 3 clusters Score -2129925 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2130866.500000 Penalty: 3208.231201
	Iteration 10F: 3 clusters Score -2130866 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2131480.750000 Penalty: 3208.231201
	Iteration 11Q: 3 clusters Score -2131481 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2131802.250000 Penalty: 3208.231201
	Iteration 12Q: 3 clusters Score -2131802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2131977.750000 Penalty: 3208.231201
	Iteration 13Q: 3 clusters Score -2131978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2132058.750000 Penalty: 3208.231201
	Iteration 14Q: 3 clusters Score -2132059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2132104.250000 Penalty: 3208.231201
	Iteration 15Q: 3 clusters Score -2132104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2132125.500000 Penalty: 3208.231201
	Iteration 16Q: 3 clusters Score -2132126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2132143.000000 Penalty: 3208.231201
	Iteration 17Q: 3 clusters Score -2132143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2132154.250000 Penalty: 3208.231201
	Iteration 18Q: 3 clusters Score -2132154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2132161.250000 Penalty: 3208.231201
	Iteration 19Q: 3 clusters Score -2132161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2132159.500000 Penalty: 3208.231201
	Iteration 20F: 3 clusters Score -2132160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2132164.250000 Penalty: 3208.231201
	Iteration 21Q: 3 clusters Score -2132164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2132164.000000 Penalty: 3208.231201
	Iteration 22Q: 3 clusters Score -2132164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2132165.500000 Penalty: 3208.231201
	Iteration 23Q: 3 clusters Score -2132166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2132165.500000 Penalty: 3208.231201
	Iteration 24F: 3 clusters Score -2132166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152529 members 
Entering Unmasked Estep 
Score: -16325431.000000 Penalty: 1939.455444
	Iteration 0F: 2 clusters Score -1.632543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -16224669.000000 Penalty: 3878.910889
	Iteration 0F: 3 clusters Score -1.622467e+07 nChanged 73668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -16267860.000000 Penalty: 3878.910889
	Iteration 1F: 3 clusters Score -1.626786e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -16269033.000000 Penalty: 3878.910889
	Iteration 2Q: 3 clusters Score -1.626903e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -16270668.000000 Penalty: 3878.910889
	Iteration 3Q: 3 clusters Score -1.627067e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -16273046.000000 Penalty: 3878.910889
	Iteration 4Q: 3 clusters Score -1.627305e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -16276354.000000 Penalty: 3878.910889
	Iteration 5Q: 3 clusters Score -1.627635e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -16281144.000000 Penalty: 3878.910889
	Iteration 6F: 3 clusters Score -1.628114e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -16287261.000000 Penalty: 3878.910889
	Iteration 7F: 3 clusters Score -1.628726e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -16294555.000000 Penalty: 3878.910889
	Iteration 8F: 3 clusters Score -1.629456e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -16300652.000000 Penalty: 3878.910889
	Iteration 9F: 3 clusters Score -1.630065e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -16304964.000000 Penalty: 3878.910889
	Iteration 10Q: 3 clusters Score -1.630496e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -16307387.000000 Penalty: 3878.910889
	Iteration 11Q: 3 clusters Score -1.630739e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -16308721.000000 Penalty: 3878.910889
	Iteration 12Q: 3 clusters Score -1.630872e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -16309704.000000 Penalty: 3878.910889
	Iteration 13Q: 3 clusters Score -1.63097e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117524 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -16310671.000000 Penalty: 3878.910889
	Iteration 14Q: 3 clusters Score -1.631067e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -16311451.000000 Penalty: 3878.910889
	Iteration 15Q: 3 clusters Score -1.631145e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -16312328.000000 Penalty: 3878.910889
	Iteration 16Q: 3 clusters Score -1.631233e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123985 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -16313136.000000 Penalty: 3878.910889
	Iteration 17Q: 3 clusters Score -1.631314e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -16314069.000000 Penalty: 3878.910889
	Iteration 18Q: 3 clusters Score -1.631407e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128248 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -16314953.000000 Penalty: 3878.910889
	Iteration 19Q: 3 clusters Score -1.631495e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130304 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -16315750.000000 Penalty: 3878.910889
	Iteration 20F: 3 clusters Score -1.631575e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -16316548.000000 Penalty: 3878.910889
	Iteration 21Q: 3 clusters Score -1.631655e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134307 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -16317444.000000 Penalty: 3878.910889
	Iteration 22Q: 3 clusters Score -1.631744e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -16318324.000000 Penalty: 3878.910889
	Iteration 23Q: 3 clusters Score -1.631832e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -16319062.000000 Penalty: 3878.910889
	Iteration 24Q: 3 clusters Score -1.631906e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -16319815.000000 Penalty: 3878.910889
	Iteration 25Q: 3 clusters Score -1.631982e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141328 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -16320459.000000 Penalty: 3878.910889
	Iteration 26Q: 3 clusters Score -1.632046e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -16321045.000000 Penalty: 3878.910889
	Iteration 27Q: 3 clusters Score -1.632104e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -16321585.000000 Penalty: 3878.910889
	Iteration 28Q: 3 clusters Score -1.632158e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -16321991.000000 Penalty: 3878.910889
	Iteration 29Q: 3 clusters Score -1.632199e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -16322388.000000 Penalty: 3878.910889
	Iteration 30Q: 3 clusters Score -1.632239e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -16322735.000000 Penalty: 3878.910889
	Iteration 31Q: 3 clusters Score -1.632274e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -16322959.000000 Penalty: 3878.910889
	Iteration 32Q: 3 clusters Score -1.632296e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -16323220.000000 Penalty: 3878.910889
	Iteration 33Q: 3 clusters Score -1.632322e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -16323433.000000 Penalty: 3878.910889
	Iteration 34Q: 3 clusters Score -1.632343e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16323636.000000 Penalty: 3878.910889
	Iteration 35Q: 3 clusters Score -1.632364e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -16323789.000000 Penalty: 3878.910889
	Iteration 36Q: 3 clusters Score -1.632379e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -16323911.000000 Penalty: 3878.910889
	Iteration 37Q: 3 clusters Score -1.632391e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16323960.000000 Penalty: 3878.910889
	Iteration 38Q: 3 clusters Score -1.632396e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150625 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16324008.000000 Penalty: 3878.910889
	Iteration 39Q: 3 clusters Score -1.632401e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -16324070.000000 Penalty: 3878.910889
	Iteration 40F: 3 clusters Score -1.632407e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150883 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16324088.000000 Penalty: 3878.910889
	Iteration 41Q: 3 clusters Score -1.632409e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150975 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -16324107.000000 Penalty: 3878.910889
	Iteration 42Q: 3 clusters Score -1.632411e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16324145.000000 Penalty: 3878.910889
	Iteration 43Q: 3 clusters Score -1.632414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16324171.000000 Penalty: 3878.910889
	Iteration 44Q: 3 clusters Score -1.632417e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16324192.000000 Penalty: 3878.910889
	Iteration 45Q: 3 clusters Score -1.632419e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151196 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16324183.000000 Penalty: 3878.910889
	Iteration 46Q: 3 clusters Score -1.632418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16324177.000000 Penalty: 3878.910889
	Iteration 47Q: 3 clusters Score -1.632418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151276 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16324206.000000 Penalty: 3878.910889
	Iteration 48Q: 3 clusters Score -1.632421e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -16324224.000000 Penalty: 3878.910889
	Iteration 49Q: 3 clusters Score -1.632422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16324230.000000 Penalty: 3878.910889
	Iteration 50Q: 3 clusters Score -1.632423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16324229.000000 Penalty: 3878.910889
	Iteration 51Q: 3 clusters Score -1.632423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16324229.000000 Penalty: 3878.910889
	Iteration 52Q: 3 clusters Score -1.632423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -16324256.000000 Penalty: 3878.910889
	Iteration 53Q: 3 clusters Score -1.632426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16324259.000000 Penalty: 3878.910889
	Iteration 54Q: 3 clusters Score -1.632426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -16324272.000000 Penalty: 3878.910889
	Iteration 55Q: 3 clusters Score -1.632427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16324277.000000 Penalty: 3878.910889
	Iteration 56Q: 3 clusters Score -1.632428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -16324288.000000 Penalty: 3878.910889
	Iteration 57Q: 3 clusters Score -1.632429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16324302.000000 Penalty: 3878.910889
	Iteration 58Q: 3 clusters Score -1.63243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16324303.000000 Penalty: 3878.910889
	Iteration 59Q: 3 clusters Score -1.63243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16324312.000000 Penalty: 3878.910889
	Iteration 60F: 3 clusters Score -1.632431e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -16324323.000000 Penalty: 3878.910889
	Iteration 61Q: 3 clusters Score -1.632432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16324339.000000 Penalty: 3878.910889
	Iteration 62Q: 3 clusters Score -1.632434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16324373.000000 Penalty: 3878.910889
	Iteration 63Q: 3 clusters Score -1.632437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151525 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16324378.000000 Penalty: 3878.910889
	Iteration 64Q: 3 clusters Score -1.632438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16324381.000000 Penalty: 3878.910889
	Iteration 65Q: 3 clusters Score -1.632438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151542 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16324380.000000 Penalty: 3878.910889
	Iteration 66Q: 3 clusters Score -1.632438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16324386.000000 Penalty: 3878.910889
	Iteration 67Q: 3 clusters Score -1.632439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16324406.000000 Penalty: 3878.910889
	Iteration 68Q: 3 clusters Score -1.632441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16324421.000000 Penalty: 3878.910889
	Iteration 69Q: 3 clusters Score -1.632442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16324448.000000 Penalty: 3878.910889
	Iteration 70Q: 3 clusters Score -1.632445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16324449.000000 Penalty: 3878.910889
	Iteration 71Q: 3 clusters Score -1.632445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16324467.000000 Penalty: 3878.910889
	Iteration 72Q: 3 clusters Score -1.632447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151580 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16324462.000000 Penalty: 3878.910889
	Iteration 73Q: 3 clusters Score -1.632446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151579 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16324472.000000 Penalty: 3878.910889
	Iteration 74Q: 3 clusters Score -1.632447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16324480.000000 Penalty: 3878.910889
	Iteration 75Q: 3 clusters Score -1.632448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16324487.000000 Penalty: 3878.910889
	Iteration 76Q: 3 clusters Score -1.632449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -16324503.000000 Penalty: 3878.910889
	Iteration 77Q: 3 clusters Score -1.63245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16324509.000000 Penalty: 3878.910889
	Iteration 78Q: 3 clusters Score -1.632451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16324520.000000 Penalty: 3878.910889
	Iteration 79Q: 3 clusters Score -1.632452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16324513.000000 Penalty: 3878.910889
	Iteration 80F: 3 clusters Score -1.632451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16324524.000000 Penalty: 3878.910889
	Iteration 81Q: 3 clusters Score -1.632452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16324523.000000 Penalty: 3878.910889
	Iteration 82Q: 3 clusters Score -1.632452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16324524.000000 Penalty: 3878.910889
	Iteration 83Q: 3 clusters Score -1.632452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16324521.000000 Penalty: 3878.910889
	Iteration 84Q: 3 clusters Score -1.632452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16324519.000000 Penalty: 3878.910889
	Iteration 85Q: 3 clusters Score -1.632452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16324526.000000 Penalty: 3878.910889
	Iteration 86Q: 3 clusters Score -1.632453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16324519.000000 Penalty: 3878.910889
	Iteration 87Q: 3 clusters Score -1.632452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16324517.000000 Penalty: 3878.910889
	Iteration 88Q: 3 clusters Score -1.632452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16324524.000000 Penalty: 3878.910889
	Iteration 89Q: 3 clusters Score -1.632452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16324525.000000 Penalty: 3878.910889
	Iteration 90Q: 3 clusters Score -1.632452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16324535.000000 Penalty: 3878.910889
	Iteration 91Q: 3 clusters Score -1.632454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151564 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -16324530.000000 Penalty: 3878.910889
	Iteration 92Q: 3 clusters Score -1.632453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -16324527.000000 Penalty: 3878.910889
	Iteration 93Q: 3 clusters Score -1.632453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16324532.000000 Penalty: 3878.910889
	Iteration 94Q: 3 clusters Score -1.632453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16324541.000000 Penalty: 3878.910889
	Iteration 95Q: 3 clusters Score -1.632454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16324537.000000 Penalty: 3878.910889
	Iteration 96Q: 3 clusters Score -1.632454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -16324534.000000 Penalty: 3878.910889
	Iteration 97Q: 3 clusters Score -1.632453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16324530.000000 Penalty: 3878.910889
	Iteration 98Q: 3 clusters Score -1.632453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16324530.000000 Penalty: 3878.910889
	Iteration 99F: 3 clusters Score -1.632453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151002 members 
Mstep: Class 5 contains 34296 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147728 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12913 members 
Mstep: Class 14 contains 13833 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149344 members 
Mstep: Class 22 contains 19370 members 
Mstep: Class 23 contains 152529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481272.000000 Penalty: 44211.253906
Iteration 479Q: 21 clusters Score -8.448127e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151003 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147719 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 13490 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 14 contains 13833 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149350 members 
Mstep: Class 22 contains 19358 members 
Mstep: Class 23 contains 152538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481136.000000 Penalty: 44211.253906
Iteration 480F: 21 clusters Score -8.448114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151002 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147720 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 13488 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 14 contains 13835 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 149346 members 
Mstep: Class 22 contains 19339 members 
Mstep: Class 23 contains 152550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 481Q: 21 clusters Score -8.448126e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151006 members 
Mstep: Class 5 contains 34292 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147725 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 14 contains 13835 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4131 members 
Mstep: Class 21 contains 149347 members 
Mstep: Class 22 contains 19327 members 
Mstep: Class 23 contains 152556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 482Q: 21 clusters Score -8.448126e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151019 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147727 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 13491 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12910 members 
Mstep: Class 14 contains 13835 members 
Mstep: Class 15 contains 57454 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149326 members 
Mstep: Class 22 contains 19314 members 
Mstep: Class 23 contains 152569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481232.000000 Penalty: 44211.253906
Iteration 483Q: 21 clusters Score -8.448123e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151027 members 
Mstep: Class 5 contains 34293 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147727 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 57456 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149304 members 
Mstep: Class 22 contains 19305 members 
Mstep: Class 23 contains 152588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 484Q: 21 clusters Score -8.448134e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151033 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147730 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 10 contains 13496 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 57456 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149287 members 
Mstep: Class 22 contains 19297 members 
Mstep: Class 23 contains 152606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481280.000000 Penalty: 44211.253906
Iteration 485Q: 21 clusters Score -8.448128e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151047 members 
Mstep: Class 5 contains 34292 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147735 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4570 members 
Mstep: Class 10 contains 13499 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 14 contains 13839 members 
Mstep: Class 15 contains 57455 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149272 members 
Mstep: Class 22 contains 19281 members 
Mstep: Class 23 contains 152617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481264.000000 Penalty: 44211.253906
Iteration 486Q: 21 clusters Score -8.448126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151058 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147736 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 13503 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12911 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 57454 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149264 members 
Mstep: Class 22 contains 19264 members 
Mstep: Class 23 contains 152633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481320.000000 Penalty: 44211.253906
Iteration 487Q: 21 clusters Score -8.448132e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151061 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147738 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149264 members 
Mstep: Class 22 contains 19257 members 
Mstep: Class 23 contains 152641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481304.000000 Penalty: 44211.253906
Iteration 488Q: 21 clusters Score -8.44813e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151065 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147740 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 10 contains 13511 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12911 members 
Mstep: Class 14 contains 13836 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149260 members 
Mstep: Class 22 contains 19251 members 
Mstep: Class 23 contains 152639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481472.000000 Penalty: 44211.253906
Iteration 489Q: 21 clusters Score -8.448147e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151079 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147740 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4574 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 13101 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 14 contains 13836 members 
Mstep: Class 15 contains 57443 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149240 members 
Mstep: Class 22 contains 19250 members 
Mstep: Class 23 contains 152648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481520.000000 Penalty: 44211.253906
Iteration 490Q: 21 clusters Score -8.448152e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151079 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147747 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13515 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 14 contains 13835 members 
Mstep: Class 15 contains 57444 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149229 members 
Mstep: Class 22 contains 19247 members 
Mstep: Class 23 contains 152646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481456.000000 Penalty: 44211.253906
Iteration 491Q: 21 clusters Score -8.448146e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151088 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147750 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 12910 members 
Mstep: Class 14 contains 13836 members 
Mstep: Class 15 contains 57445 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149217 members 
Mstep: Class 22 contains 19235 members 
Mstep: Class 23 contains 152648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481448.000000 Penalty: 44211.253906
Iteration 492Q: 21 clusters Score -8.448145e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151093 members 
Mstep: Class 5 contains 34290 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147750 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13530 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 14 contains 13840 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149205 members 
Mstep: Class 22 contains 19229 members 
Mstep: Class 23 contains 152645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481432.000000 Penalty: 44211.253906
Iteration 493Q: 21 clusters Score -8.448143e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 151096 members 
Mstep: Class 5 contains 34289 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147745 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 13106 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 14 contains 13841 members 
Mstep: Class 15 contains 57446 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149196 members 
Mstep: Class 22 contains 19232 members 
Mstep: Class 23 contains 152646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481416.000000 Penalty: 44211.253906
Iteration 494Q: 21 clusters Score -8.448142e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 151098 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147742 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 13531 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 14 contains 13841 members 
Mstep: Class 15 contains 57449 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149199 members 
Mstep: Class 22 contains 19229 members 
Mstep: Class 23 contains 152646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 495Q: 21 clusters Score -8.448134e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 151104 members 
Mstep: Class 5 contains 34283 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147742 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 14 contains 13839 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 149207 members 
Mstep: Class 22 contains 19222 members 
Mstep: Class 23 contains 152641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481344.000000 Penalty: 44211.253906
Iteration 496Q: 21 clusters Score -8.448134e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 151106 members 
Mstep: Class 5 contains 34281 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147745 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13535 members 
Mstep: Class 11 contains 13106 members 
Mstep: Class 12 contains 12916 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149216 members 
Mstep: Class 22 contains 19217 members 
Mstep: Class 23 contains 152630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481408.000000 Penalty: 44211.253906
Iteration 497Q: 21 clusters Score -8.448141e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 151108 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147743 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13537 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 12913 members 
Mstep: Class 14 contains 13837 members 
Mstep: Class 15 contains 57450 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149217 members 
Mstep: Class 22 contains 19224 members 
Mstep: Class 23 contains 152623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481328.000000 Penalty: 44211.253906
Iteration 498Q: 21 clusters Score -8.448133e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 151116 members 
Mstep: Class 5 contains 34279 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147744 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 12911 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 57447 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149216 members 
Mstep: Class 22 contains 19222 members 
Mstep: Class 23 contains 152618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481448.000000 Penalty: 44211.253906
Iteration 499Q: 21 clusters Score -8.448145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 151126 members 
Mstep: Class 5 contains 34276 members 
Mstep: Class 6 contains 132 members 
Mstep: Class 7 contains 147755 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 13534 members 
Mstep: Class 11 contains 13112 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 57448 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 19 contains 208 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 149207 members 
Mstep: Class 22 contains 19223 members 
Mstep: Class 23 contains 152606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84481480.000000 Penalty: 44211.253906
Iteration 500F: 21 clusters Score -8.448148e+07 nChanged 70
Maximum iterations exceeded
--- Evaluating fit on full set of 2426780 points ---
Entering Unmasked Estep 
Score: -254596048.000000 Penalty: 47781.746094
25->21 Clusters: Score -254596048.000000, best is -254667280.000000

Main iterations: 0 (time per=infms)
Total iterations: 68690 (time per=413.757745ms)
Iterations metric 2: 3596012224512.000000 (time per=7.903482ns)
Iterations metric 3: 86307938238464.000000 (time per=329.297862ps)

That took 28421.019531 seconds.
